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] [0:28473.851999999999] [0:28473.851999999999] [0:38042.510674999998] [0:23051.6924] [0:31928.520000000004] [0:31928.520000000004] [0:27029.666399999998] [0:27029.666399999998] [0:28473.851999999999] [0:27029.666399999998] [0:23051.6924] [0:23051.6924] [0:23051.6924] [0:27029.666399999998] [0:18468.969599999997] [0:23051.6924] [0:18468.969599999997] [0:19615.340799999998] [0:16794.364999999998] [0:23051.6924] [0:18468.969599999997] [0:15607] [0:15607] -1:0:3:1:9:2:10:6:4:5:11:7:8 -1:191:15:9:10:149:72:27:18:76:16:21:136:83:35:91:42:193:49:55:94:126:26:5:23:37:140:38:89:2:3:19:144:50:142:81:160:59:107:58:84:148:62:97:33:13:24:78:134:73:70:14:20:167:12:96:98:125:39:159:41:47:103:131:82:40:108:68:7:22:66:127:116:119:122:117:162:166:120:192:99:87:155:56:11:105:138:101:61:170:74:156:111:31:36:57:43:121:0:52:154:34:114:60:90:165:4:118:65:75:29:28:64:67:93:17:158:77:44:161:30:141:112:85:151:150:92:48:53:45:124:168:109:110:69:113:163:153:86:1:88:139:169:177:188:129:147:46:130:146:71:106:190:137:8:128:95:135:104:100:80:189:51:171:178:180:25:152:115:157:164:102:6:145:123:183:186:32:176:181:63:187:133:143:182:174:132:179:54:173:79:172:175 [2022:2023] none tree_sizes=5727 5581 5561 5596 5525 5450 5269 4729 5031 4965 5228 5349 5260 5260 5139 5376 5150 5039 5405 5089 5206 5407 5238 5257 4939 5097 5076 4927 4927 5431 5250 5199 5563 5274 5067 5109 5314 5594 5829 4832 5757 5298 5260 5385 5629 5000 5616 5492 4858 5591 5410 4441 4971 5346 5007 5856 5939 5656 5286 5962 5191 5527 5585 5379 5340 5302 5041 5489 5243 5334 5045 4573 5159 4373 4326 5109 5356 4727 5108 5145 5297 5569 5511 5176 5126 5209 5259 4999 5162 4814 5010 5931 5865 4763 5515 5489 5311 5329 5331 5349 4655 5273 4897 4698 5343 5221 4757 4564 5200 4589 5805 5734 5572 5759 5561 4310 4828 4905 4606 4879 5157 4356 4455 4808 5631 4692 5099 4795 4768 5011 5529 5257 4822 5156 4823 5131 5145 4903 4347 4266 5117 4588 4910 5383 5613 5822 4783 5680 4163 5121 4092 4033 5137 4400 5127 5282 4479 4257 4771 4868 4529 4032 4181 4144 4633 5401 4779 5193 5516 5114 4335 4286 4017 4439 4626 4662 5304 4558 4976 4607 4840 4388 5165 3984 4775 4156 4479 4716 4613 4219 4753 4520 4564 4832 4316 4310 4483 4452 4228 4409 4627 4008 4999 5181 4622 3763 4231 4296 4179 4054 4321 4114 4135 3755 4067 4960 5009 4010 4678 4789 3836 3773 3737 3519 3290 4503 4194 4304 3781 3986 5945 5485 3567 4831 5216 3705 4217 4104 3921 3785 4847 3452 4024 3182 4003 3740 3746 4393 3738 3797 4320 4298 3825 3752 3575 4163 3958 4314 4259 4216 3293 3299 3361 3206 3136 2734 3515 2337 2676 3022 2728 2943 3072 2735 3550 3513 3511 4199 3176 4154 3247 4173 2825 3194 2450 3111 2885 3951 2999 4130 3055 2804 3051 2893 3613 3887 3059 3984 3540 3123 3580 3402 3800 3920 3683 2825 3853 3214 3207 3169 4418 2693 2106 2651 1981 2087 2120 2256 2214 2114 4139 4141 3966 4296 3757 4126 3722 3856 3905 3369 2358 2370 2635 2817 2643 3862 2896 3026 2151 2403 2382 2485 3613 2500 2530 2120 2143 2752 2007 2680 3605 3409 3425 3481 3144 3366 3406 2405 2376 2876 2558 2617 2749 2513 2755 2471 2792 2459 2582 2610 2476 3234 2703 2468 2445 2450 2687 2375 2293 2254 2290 2860 2623 3027 2641 2843 2920 2343 3009 2854 2433 2190 3085 2159 3022 2507 2325 2622 2805 2081 2590 2489 2700 2978 2081 2479 2152 2554 2102 1947 3085 3140 2471 2903 2531 2189 2197 2101 1944 1861 2463 2620 2761 2722 2639 2281 2628 2119 2104 2300 3104 2131 3002 2676 2645 2092 2031 2218 1963 2042 3231 3258 3900 3396 3028 3164 2709 2979 2620 2942 2660 2968 2487 2423 2980 3885 3051 2908 3070 2998 2866 2612 2183 2520 2459 2312 2171 2010 2462 1949 2203 2172 3380 2999 2106 2776 3321 2959 3347 3084 2071 2454 2065 1866 1958 2674 2109 2659 2337 2667 2367 2352 2270 2440 2187 2839 2965 3049 2985 2957 2276 2027 2404 2189 2108 2458 2292 2706 3013 2608 2789 2711 3470 2711 1863 2332 2444 2481 2302 2207 2800 2522 2258 2634 2772 3425 3360 3513 3366 3319 3059 2543 3010 2687 2714 3212 3076 2384 3082 2050 2720 2104 2466 2872 3307 2325 2432 2239 2120 2748 1939 1946 1967 1782 1869 3354 2110 2945 2199 3110 2254 2192 2800 2807 2161 2756 2353 2170 2373 2558 2716 3387 2744 2926 2037 2774 3104 2468 2392 2481 2324 2318 2399 2052 2352 2171 2275 2227 2341 2389 2188 2339 2263 2105 2290 2660 2574 2812 2952 3205 2560 2530 2039 2415 2186 2214 2270 2306 2404 3103 2300 2369 2220 2197 2337 2140 2265 2311 2143 2199 3012 3105 3463 3050 3179 3143 2204 2314 2263 2392 2700 2023 2414 2298 2482 2504 2460 2405 2426 2375 2664 2954 3018 2848 3348 2564 2582 2142 2540 2314 2038 2038 2093 1965 1690 2174 2119 2526 2030 2053 2644 2830 2221 2554 2012 2139 2103 1738 2194 2311 2712 2025 2189 1952 2611 2358 3064 2114 3061 3217 2590 2451 2325 2761 3015 2421 2356 3992 2516 2088 2122 2285 2063 1949 2131 1946 1817 2144 1929 1947 2342 2655 2475 2405 2552 2080 2404 2281 2312 2193 2507 2287 2363 2526 1859 2827 2885 2116 2777 2782 2683 2195 2275 2540 2668 2429 2391 2488 2024 2354 2636 2406 2507 2422 2473 2381 2293 2450 2517 2596 3009 3072 1945 2656 3054 3958 2591 2429 4104 3879 1941 1763 1925 2623 1943 2412 2516 2586 2636 2974 2534 2351 2492 2531 2721 2185 2198 3169 2289 2351 2165 2257 2428 2416 2181 2017 2403 2478 1931 2013 1771 1777 2271 3085 2124 2624 2727 2384 2402 2413 2111 2118 2222 2176 2138 3250 3017 2957 2607 3843 2974 2858 2974 3850 2780 3061 3051 3161 2281 2625 1867 2059 2358 2136 2062 2746 2716 2856 2698 2715 2667 2856 3184 3037 2156 2642 2627 2551 2714 2965 2101 2169 2022 1964 2334 2345 2099 2429 2442 2619 2892 2599 2955 2839 2200 2756 2484 3357 2674 2480 2345 2283 2776 2620 2816 2680 2101 2061 1685 2239 3226 3644 3041 2717 3179 2695 2328 2241 2350 2936 2461 2284 2090 2438 2169 2610 2967 3007 2134 2331 2496 2451 2173 2477 2871 2218 2289 2365 2207 2269 2351 2652 2232 2160 2494 2887 2541 3051 2677 3318 2373 2549 2341 2491 2274 2281 2359 2337 1949 2353 2356 2069 2324 2173 1931 2060 2492 2918 1796 2286 2833 2861 2823 3718 2637 2328 2335 2187 2313 2362 2988 3569 3173 3367 3089 2358 2413 2271 2241 3258 2579 2276 2194 1969 2219 2399 2685 2619 3360 2528 2437 2447 2604 2652 2731 2610 2696 2641 2827 2849 2095 2158 2012 2096 2282 3139 3664 3230 2896 2889 2731 2651 2862 2813 2922 1936 2106 1849 2104 2111 2789 3058 2566 2710 3553 2423 2779 2612 2693 2746 3000 2822 3878 3042 2640 2845 2776 2017 2588 2512 Tree=0 num_leaves=63 num_cat=6 split_feature=0 2 0 4 2 0 3 2 25 3 0 7 3 8 25 2 0 14 26 2 8 2 2 25 12 10 2 10 6 3 4 3 2 2 3 13 7 4 26 7 4 7 0 2 3 6 4 8 4 7 25 7 25 4 10 0 12 2 25 3 6 4 split_gain=1.65711e+09 1.45701e+09 6.92367e+08 5.30883e+08 3.30175e+08 1.70783e+08 8.67238e+07 8.45898e+07 6.09738e+07 4.30059e+07 3.32092e+07 2.75195e+07 2.40118e+07 2.27667e+07 2.09136e+07 1.91688e+07 1.79577e+07 1.58844e+07 2.85608e+07 1.50053e+07 1.3853e+07 1.37118e+07 1.33315e+07 1.25869e+07 1.22596e+07 1.09356e+07 4.22577e+07 1.08335e+07 9.6411e+06 9.11984e+06 8.58799e+06 8.40061e+06 7.91761e+06 7.85439e+06 7.35963e+06 7.28754e+06 6.76115e+06 6.52381e+06 5.99492e+06 5.82422e+06 5.42022e+06 5.3715e+06 5.17415e+06 5.14735e+06 4.76198e+06 4.73294e+06 4.51137e+06 4.41472e+06 4.14283e+06 3.97938e+06 3.644e+06 3.59156e+06 3.36283e+06 3.1067e+06 2.95256e+06 2.90915e+06 2.78246e+06 2.23603e+06 1.36263e+06 908199 431245 248907 threshold=2773.7250000000004 2593.0505000000003 531.67662500000017 2632.2792750000003 957.78375000000017 104.28351050000001 974.18930000000012 383.89096000000006 0 89.966000000000022 1114.9175000000002 1489.0961200000002 1278.9218000000003 347.72500000000002 1 114.82650000000001 1501.0951200000002 387.15000000000003 2022.5000000000002 27.046500000000005 31.362500000000004 2593.0505000000003 45.449154000000007 2 596.83500000000015 221.34950000000003 33.138522500000001 1105.5920000000003 685.98275000000012 1854.9329420000001 174.73500000000004 148.57200000000003 520.5395000000002 92.941000000000017 566.70675000000006 796.16700000000014 78.856500000000025 970.01225000000011 2022.5000000000002 512.23350000000016 970.01225000000011 710.08000000000004 1114.9175000000002 131.45865000000003 1471.8415000000002 260.83510000000007 107.26800000000001 138.49600000000001 31.097000000000005 1282.0428000000002 3 127.45000000000002 4 251.29000000000005 1797.2975000000001 186.04750000000004 272.04000000000002 137.53500000000003 5 327.31500000000005 62.175000000000004 156.88500000000002 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 9 2 9 2 2 2 2 2 9 2 2 2 left_child=2 17 5 -3 8 9 21 14 10 19 28 20 38 34 33 36 -13 18 22 23 37 35 -2 54 -22 46 -27 49 40 45 47 -20 -14 55 53 42 52 -8 -12 -36 -4 -35 -6 58 -38 -17 -21 -16 -31 -15 -25 -30 -11 -9 -1 -7 60 -32 61 -60 -45 -10 right_child=1 3 4 -5 6 7 11 13 43 15 12 16 32 27 30 29 -18 -19 31 25 24 -23 -24 50 -26 26 -28 -29 51 48 57 -33 -34 41 39 -37 44 -39 -40 -41 -42 -43 -44 56 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 59 -61 -62 -63 leaf_value=20.897902253877206 40.800994355629975 57.309482263702137 24.244031198587223 122.86575662908183 27.019973730625342 21.665750918738578 37.216913830683744 22.974626380458769 21.031333666048916 21.487321178084816 28.701185091693141 53.076376331377659 30.598329069229237 26.12119059383722 21.265161965227751 21.983016483514497 40.688613580986129 40.748593834821961 23.079512695940604 20.893532665590989 29.126355527510292 37.532577908856375 31.878610978109812 20.744772655201732 38.040418109455644 36.39627891731346 21.847706066243489 32.591369634243122 24.242476238473934 23.046973230058718 22.033952027550722 31.326021550815149 39.117604266894134 23.229012493555395 25.203851104292163 34.010947066977749 21.823411175422223 43.914725956141496 26.029277897753044 31.13052302846538 27.407162150472601 26.434679710663886 30.859761752492741 23.627579104634393 26.42636976458552 23.368423065234428 21.521995896299387 22.208933063094168 28.922651463282378 30.522811050299381 20.644031669308045 28.226397609894946 20.906272239834571 24.520254245293408 23.804607419923073 22.596586570002479 26.545758551796929 23.101015586647655 22.033099275200996 23.599462091084007 22.385825327033395 22.202456628414261 leaf_weight=22602 34 21 821 30 94 604 26 403 196 1285 171 22 20 192 5912 1344 25 26 30 14907 27 23 33 41678 36 21 405 35 29 20 565 21 24 630 97 28 986 33 165 20 58 57 56 80 23 302 1237 541 30 23 260896 103 4370 192 35 756 31 301 381 41 43 20 leaf_count=22602 34 21 821 30 94 604 26 403 196 1285 171 22 20 192 5912 1344 25 26 30 14907 27 23 33 41678 36 21 405 35 29 20 565 21 24 630 97 28 986 33 165 20 58 57 56 80 23 302 1237 541 30 23 260896 103 4370 192 35 756 31 301 381 41 43 20 internal_value=20.7982 49.9405 20.7813 95.872 25.9707 20.7446 34.7059 22.012 24.4901 20.7072 25.7429 39.9857 28.2987 24.8358 21.7219 21.4158 46.4871 33.6731 32.1141 20.6899 37.4811 30.2666 36.4064 20.6749 34.2201 20.9834 22.5649 27.432 24.8312 22.365 21.4689 26.4751 35.2452 22.6146 23.9242 29.3277 21.1743 40.9631 27.3891 26.217 24.4527 23.495 28.4535 22.2096 21.9283 22.2372 20.9417 21.3443 26.5724 26.5921 20.6579 27.3511 21.0397 23.4734 20.9024 22.1832 23.8683 22.4048 21.8313 22.1532 23.1935 21.1247 internal_weight=0 195 363022 51 2553 360469 370 10328 2183 350141 1391 169 380 962 9366 8360 47 144 118 341781 122 201 67 325211 63 16570 426 250 1011 1696 7319 51 44 2047 712 178 6664 59 336 117 879 687 150 792 1009 1646 16144 6453 50 215 302574 132 5655 595 22637 1360 154 866 638 422 123 216 internal_count=363217 195 363022 51 2553 360469 370 10328 2183 350141 1391 169 380 962 9366 8360 47 144 118 341781 122 201 67 325211 63 16570 426 250 1011 1696 7319 51 44 2047 712 178 6664 59 336 117 879 687 150 792 1009 1646 16144 6453 50 215 302574 132 5655 595 22637 1360 154 866 638 422 123 216 cat_boundaries=0 6 10 16 22 29 34 cat_threshold=137676288 134218752 67113216 1073807360 2113536 2147483650 1081344 134217728 67113216 4194816 3222274048 360452 65601 1181810736 4197888 1351620104 536903812 64 277878932 2147886848 285352064 538976355 1049728 1074102276 528720 100663296 2097152 1024 1 2155872260 262208 1 7340064 2048 is_linear=0 shrinkage=1 Tree=1 num_leaves=61 num_cat=6 split_feature=0 1 0 2 1 5 1 2 1 0 1 3 3 25 3 3 1 3 0 2 8 9 2 0 2 0 0 6 25 1 0 3 25 4 25 26 15 4 2 1 8 6 1 8 0 9 5 8 3 4 0 10 4 25 0 4 4 2 25 2 split_gain=1.62413e+09 1.56795e+09 6.78589e+08 3.23605e+08 1.71854e+08 9.8909e+07 9.15685e+07 6.94954e+07 6.90371e+07 5.41835e+07 4.907e+07 4.38707e+07 3.61232e+07 3.16013e+07 3.09092e+07 2.53754e+07 2.03066e+07 2.01925e+07 1.64971e+07 1.64013e+07 1.63524e+07 1.43483e+07 4.05494e+07 1.29471e+07 1.24206e+07 1.20192e+07 1.18845e+07 1.26568e+07 1.15857e+07 1.13212e+07 1.01556e+07 9.16774e+06 9.1374e+06 8.91857e+06 8.55073e+06 8.50302e+06 8.12069e+06 7.18136e+06 6.76422e+06 6.55647e+06 6.47658e+06 6.26873e+06 6.0529e+06 5.92168e+06 5.72206e+06 5.55788e+06 5.40318e+06 4.57308e+06 4.49544e+06 4.05103e+06 3.87915e+06 3.84237e+06 3.67935e+06 3.3364e+06 2.85864e+06 2.84823e+06 1.40937e+06 1.32616e+06 1.02028e+06 605477 threshold=2773.7250000000004 2779.5510000000008 531.67662500000017 957.78375000000017 138.62250000000003 2763.7525000000005 1891.4572200000002 335.66350000000006 677.74500000000012 87.006000000000014 355.00374000000005 974.18930000000012 1471.8415000000002 0 1278.9218000000003 92.246000000000009 860.12500000000011 542.09453100000007 1266.1895000000002 27.046500000000005 199.02000000000004 383.33200000000005 42.234000000000002 1266.1895000000002 383.89096000000006 1266.1895000000002 1114.9175000000002 18.563250000000004 1 1461.4925000000003 162.71250000000001 248.70244000000002 2 1.7323 3 2022.5000000000002 166.66250000000002 308.63840000000005 1800.6974500000001 51.897000000000013 11.295588 1118.3050000000001 1461.4925000000003 244.75125 885.78750000000014 0.25700000000000006 543.59225000000015 170.41250000000002 66.167800000000014 267.13700000000006 172.16250000000002 1797.2975000000001 174.73500000000004 4 52.898140000000005 77.01100000000001 451.28900000000004 42.997437500000011 5 437.0705000000001 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 9 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 2 2 2 2 9 2 left_child=2 10 4 8 9 -3 12 15 13 19 35 -8 26 23 44 32 43 30 -13 28 34 31 -23 39 56 -16 36 -28 51 46 55 -21 47 -18 52 -2 -5 -25 -14 -4 -37 -32 -12 -17 48 -46 -19 -6 -10 58 -26 -1 -11 -30 -34 -9 -22 -36 -15 -51 right_child=1 5 3 6 7 -7 11 17 14 20 42 18 38 49 25 16 33 29 -20 21 24 22 -24 37 50 -27 27 -29 53 -31 41 -33 54 -35 57 40 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 59 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 leaf_value=0.085933650647130017 11.015121795375174 63.705447264584627 2.3599927795630449 5.2471469862005691 1.0115097030494868 92.778151416015632 13.044359310374542 1.291874479520321 2.7970404407761316 0.78717811542585414 22.291723374198465 32.681666303174246 13.685180989724618 -0.005322203751533262 9.6604908779689236 1.3809789593028519 9.1176046513474507 3.9899290029052037 22.343500210155138 0.11598531394096938 1.3709639416744939 16.275695936024189 1.380252100732529 7.6737083575129512 2.226666361901068 19.922629900360107 17.679828577423095 9.2512160636532688 -0.058604953275480216 11.576272370892186 3.7214758601815747 1.3849254951704355 0.16731380359826836 3.8668541217069015 0.17521249782516032 0.86908119028264819 10.932773193359376 3.4809327603181202 20.306522719065349 4.1184264573657812 8.7317700667381288 8.9895098193486529 16.182046867493661 2.865326349229345 9.4009603338344121 5.8060232710242268 6.9700582365942481 2.5328323350694446 6.3501298783321189 2.7003846680372954 6.3862876633067183 3.3110286733266467 1.7362192374693941 -0.15359416809777793 0.84242918127397182 2.7435025866293326 2.9131454304386586 0.58972937977723128 1.0771280171453164 4.5920944147524629 leaf_weight=23348 41 22 342 89 1622 25 34 300 55 3471 34 29 27 114 21 1468 46 153 33 16268 461 20 212 128 31 25 25 62 43184 31 384 590 2733 109 3675 22 35 60 36 558 20 24 31 329 93 80 101 225 101 64 81 37 463 258998 814 246 68 977 519 23 leaf_count=23348 41 22 342 89 1622 25 34 300 55 3471 34 29 27 114 21 1468 46 153 33 16268 461 20 212 128 31 25 25 62 43184 31 384 590 2733 109 3675 22 35 60 36 558 20 24 31 329 93 80 101 225 101 64 81 37 463 258998 814 246 68 977 519 23 internal_value=0 28.8508 -0.0167255 5.1207 -0.053111 79.1697 13.7685 1.34479 3.65496 -0.0872159 12.8712 22.173 10.8239 2.84506 7.55975 0.975283 1.95229 3.53556 27.1791 -0.107579 0.668978 0.194388 2.66434 3.91283 2.20971 15.2377 8.83988 11.6732 -0.12343 5.87123 2.8378 0.160396 0.621721 5.42514 0.553953 7.7756 6.85196 6.33559 17.4688 3.45022 4.61322 4.03136 19.3779 1.65274 6.48624 7.73856 5.17494 1.19039 5.09744 1.16107 5.23496 0.0909975 0.896593 -0.140022 0.32134 1.9459 1.5692 0.261706 0.899117 3.20049 internal_weight=0 195 363022 2553 360469 47 370 8585 2183 351884 148 96 274 1808 375 7346 1952 1239 62 342657 9227 17090 232 1088 641 46 211 87 325567 285 954 16858 5394 155 8586 83 124 188 63 900 42 408 65 1797 329 173 254 1847 156 720 112 23385 3934 302182 3547 546 529 4652 633 87 internal_count=363217 195 363022 2553 360469 47 370 8585 2183 351884 148 96 274 1808 375 7346 1952 1239 62 342657 9227 17090 232 1088 641 46 211 87 325567 285 954 16858 5394 155 8586 83 124 188 63 900 42 408 65 1797 329 173 254 1847 156 720 112 23385 3934 302182 3547 546 529 4652 633 87 cat_boundaries=0 6 12 18 24 31 36 cat_threshold=137659904 1207960576 1052928 1073741824 2113536 2147483648 3222274048 360452 65601 1181810736 272633344 1351620104 70288384 0 1053504 1073741824 2097152 1056 145786368 134512708 1053008 1111491072 6292481 32 536903812 64 276831380 2147886848 16912512 538976355 1 2147483648 262144 1 7340033 2048 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=61 num_cat=5 split_feature=0 1 0 2 1 5 1 2 1 0 1 3 3 25 3 3 1 3 2 0 2 9 2 0 0 0 6 8 25 1 0 25 25 3 4 12 26 4 2 4 8 6 1 8 0 9 2 8 3 4 0 10 0 25 4 4 0 1 2 2 split_gain=1.59181e+09 1.53675e+09 6.65096e+08 3.17162e+08 1.68434e+08 9.69407e+07 8.97463e+07 6.81124e+07 6.76615e+07 5.31855e+07 4.80935e+07 4.29977e+07 3.54043e+07 3.09688e+07 3.02941e+07 2.48705e+07 1.99025e+07 1.97906e+07 1.73468e+07 1.61688e+07 1.39373e+07 1.43067e+07 3.97541e+07 1.26895e+07 1.17801e+07 1.1648e+07 1.24049e+07 1.163e+07 1.11958e+07 1.10959e+07 9.95352e+06 9.04053e+06 8.95634e+06 8.81634e+06 8.74109e+06 8.38772e+06 8.33381e+06 7.03845e+06 6.62961e+06 6.4843e+06 6.34769e+06 6.14398e+06 5.93245e+06 5.80384e+06 5.60819e+06 5.44728e+06 5.30321e+06 4.78312e+06 4.40598e+06 3.96982e+06 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1.13263 5.11496 0.0883248 0.851151 -0.135892 1.89006 0.309751 1.53151 0.237856 0.906659 3.3991 internal_weight=0 195 363022 2553 360469 47 370 8585 2183 351884 148 96 274 1808 375 7346 1952 1239 9227 62 342657 17090 232 1075 641 211 87 46 325567 285 954 5394 16858 155 124 8586 83 186 63 42 889 408 65 1797 329 254 173 1847 156 733 112 23385 4175 302182 546 3547 529 4411 662 71 internal_count=363217 195 363022 2553 360469 47 370 8585 2183 351884 148 96 274 1808 375 7346 1952 1239 9227 62 342657 17090 232 1075 641 211 87 46 325567 285 954 5394 16858 155 124 8586 83 186 63 42 889 408 65 1797 329 254 173 1847 156 733 112 23385 4175 302182 546 3547 529 4411 662 71 cat_boundaries=0 6 12 18 24 27 cat_threshold=137659904 134219264 1052928 1073741824 2113536 2147483648 3222274048 360452 65601 1181810736 272633344 1351620104 70288384 0 1053504 1073741824 2097152 1056 145786368 134513732 1053008 1111491072 6292481 32 1081344 134217728 4352 is_linear=0 shrinkage=0.01 Tree=5 num_leaves=60 num_cat=9 split_feature=1 2 1 4 3 5 2 2 3 2 5 1 8 2 26 2 1 25 6 25 4 4 8 6 7 12 4 1 3 1 25 6 3 7 25 25 18 24 25 7 3 7 14 24 2 8 5 3 6 8 6 20 5 2 1 24 2 1 1 split_gain=1.43646e+09 9.97674e+08 5.39091e+08 4.29074e+08 3.35608e+08 1.28335e+08 1.0425e+08 9.57961e+07 5.15251e+07 4.49987e+07 3.487e+07 2.77998e+07 2.51691e+07 2.3264e+07 2.53613e+07 2.23812e+07 1.77768e+07 1.61476e+07 1.5364e+07 1.3907e+07 1.32524e+07 1.2985e+07 1.2336e+07 1.23143e+07 1.2023e+07 1.08112e+07 1.06423e+07 1.01062e+07 8.97869e+06 8.84392e+06 7.21854e+06 6.95159e+06 6.74041e+06 7.7413e+06 6.02382e+06 5.78315e+06 5.52503e+06 5.40972e+06 4.90123e+06 4.75645e+06 5.86049e+06 4.25825e+06 4.14443e+06 3.84141e+06 3.81143e+06 3.52895e+06 3.32749e+06 2.97071e+06 3.34057e+06 2.92907e+06 2.69354e+06 2.63779e+06 2.53435e+06 2.38171e+06 1.82881e+06 1.5924e+06 1.46094e+06 1.36834e+06 1.17265e+06 threshold=2779.5510000000008 2593.0505000000003 326.91650000000004 2632.2792750000003 1278.9218000000003 2763.7525000000005 103.44915000000002 192.11889000000002 214.42080000000001 1444.3300000000002 543.59225000000015 65.606500000000025 818.62500000000011 351.55365000000006 2022.5000000000002 462.68000000000001 959.97700000000009 0 1913.0125000000005 1 1291.5535000000002 93.042000000000016 432.25314000000003 378.02750000000009 1489.0961200000002 679.73250000000019 451.28900000000004 1256.4300000000001 602.3524450000001 733.23400000000015 2 642.48675000000014 59.548800000000007 458.04858100000007 3 4 310.93049999999999 5 6 572.8955000000002 689.90820000000008 759.38475000000005 338.15137500000003 7 1800.6974500000001 1926.0125000000005 62.170500000000011 182.95234000000002 685.98275000000012 360.19070000000005 253.31100000000006 339.09750000000003 31.438500000000005 43.652000000000008 554.77325000000008 8 274.40500000000003 51.897000000000013 53.925750000000008 decision_type=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 2 2 2 2 9 2 2 2 9 9 2 1 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 13 6 -3 7 9 11 19 21 16 27 17 26 14 -2 58 54 39 20 29 -12 38 30 -17 50 -18 34 35 -29 43 36 53 52 -34 -10 -9 -13 -31 44 45 -41 49 -15 -4 -8 -1 -32 55 -49 -23 -11 -28 -19 -24 -6 -21 -43 -40 -14 right_child=1 3 4 -5 5 -7 8 10 12 24 18 22 15 42 -16 23 25 32 -20 47 -22 41 31 -25 -26 -27 51 28 -30 37 46 -33 33 -35 -36 -37 -38 -39 57 40 -42 56 -44 -45 -46 -47 -48 48 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 leaf_value=0.081183223780791847 14.956294350624084 34.376848615499647 3.0990162500287544 90.321898219667645 7.0976683300191699 34.002358977219153 0.74800741126635617 4.2720155779790927 2.6644305851990171 18.243097513372248 5.8924821775370466 1.0632046862258711 0.39696901190848577 19.018221918407239 2.2523561584588254 5.8064702380787239 10.135331764668226 -0.13752821229783263 15.497034739539735 1.0812068366318677 10.740653636876274 1.1531632940063448 1.6069233512048211 15.408178220636705 24.066673753157907 18.558422241210938 3.7364789033717432 4.79316073154581 10.790970956529891 5.7518516807620585 0.20494946157209362 8.5448009908766966 0.14852478377245162 3.277571253085509 1.1916382845959583 2.5111034182285077 6.1242528724670411 2.4854172287452019 0.12629733688085251 0.89178902150134676 5.8291463683201723 1.4145782388895751 13.394293175697326 1.3899385816647469 4.171379907058947 3.1710425374314593 0.74372939736510491 1.4970512675346539 5.7034602673848473 2.6270233811448218 13.777767641339983 7.5016996231079105 0.029161450892184314 4.5285606371728999 4.1803567046210883 0.29901555608583852 4.5784594483287249 0.5825495266575953 3.6653877162933348 leaf_weight=37082 30 26 188 29 44 29 2246 523 537 22 330 1104 21 38 33 22 64 285634 21 442 68 1630 105 34 23 20 267 87 35 101 6605 21 6772 80 701 508 22 226 3330 319 26 20 20 674 33 37 1387 187 21 147 35 20 9422 38 42 677 54 819 23 leaf_count=37082 30 26 188 29 44 29 2246 523 537 22 330 1104 21 38 33 22 64 285634 21 442 68 1630 105 34 23 20 267 87 35 101 6605 21 6772 80 701 508 22 226 3330 319 26 20 20 674 33 37 1387 187 21 147 35 20 9422 38 42 677 54 819 23 internal_value=0 28.561 -0.0146642 63.8751 3.47763 14.0892 -0.057198 2.75341 0.954498 11.7792 4.69004 -0.0859366 2.58254 12.509 8.30185 7.44261 8.86884 -0.100704 7.16067 1.5434 6.72081 0.634946 0.453998 11.6361 17.9638 12.1408 2.26385 3.79222 6.51384 2.32639 0.405106 3.17227 -0.125001 0.185058 1.86163 3.47016 1.15186 3.74622 0.422427 0.0951007 1.26388 1.37296 17.0789 1.81476 0.794094 0.0842632 0.298081 0.818138 1.92174 1.27509 15.5012 3.99886 -0.132205 2.3833 5.67293 0.620312 3.72336 0.21584 2.10546 internal_weight=0 176 362925 55 4367 279 358558 4088 9904 250 1572 348654 1625 121 63 100 170 339372 419 2516 398 8279 9282 56 80 84 1525 1153 122 1189 9118 164 301908 6852 1238 1031 1126 327 6428 37464 345 1851 58 862 2279 37119 7992 1327 208 1777 57 287 295056 143 86 1119 74 4149 44 internal_count=363101 176 362925 55 4367 279 358558 4088 9904 250 1572 348654 1625 121 63 100 170 339372 419 2516 398 8279 9282 56 80 84 1525 1153 122 1189 9118 164 301908 6852 1238 1031 1126 327 6428 37464 345 1851 58 862 2279 37119 7992 1327 208 1777 57 287 295056 143 86 1119 74 4149 44 cat_boundaries=0 6 11 15 21 26 27 33 34 35 cat_threshold=3222306816 360452 65601 1181810976 4197376 278943272 145785856 1207960576 4432 1073741824 2113536 1081344 134479872 1048832 32768 3180032 134479936 256 0 0 2147483648 34304 0 4368 0 2097152 12 2283046400 262212 256 1074003969 2113536 1024 20 1052 is_linear=0 shrinkage=0.01 Tree=6 num_leaves=60 num_cat=3 split_feature=1 2 1 4 3 5 2 2 3 2 5 1 8 2 26 2 1 6 4 4 8 6 7 7 12 4 1 24 6 7 3 3 6 26 1 7 13 7 3 1 1 7 3 14 6 2 5 2 24 8 4 6 24 2 2 9 1 2 1 split_gain=1.40787e+09 9.7782e+08 5.28507e+08 4.20535e+08 3.28899e+08 1.25781e+08 1.02183e+08 9.38819e+07 5.05122e+07 4.41033e+07 3.41641e+07 2.72466e+07 2.46658e+07 2.2801e+07 2.48566e+07 2.19358e+07 1.74231e+07 1.50582e+07 1.29887e+07 1.27266e+07 1.20905e+07 1.20693e+07 1.17837e+07 1.10856e+07 1.05961e+07 1.04293e+07 9.90076e+06 9.22396e+06 1.11985e+07 9.04075e+06 8.80001e+06 8.74393e+06 6.81325e+06 6.75463e+06 6.83657e+06 5.56482e+06 5.35431e+06 5.21582e+06 5.06566e+06 4.82184e+06 4.1922e+06 4.17351e+06 4.10569e+06 4.06196e+06 4.025e+06 3.96434e+06 3.5929e+06 3.43411e+06 2.95981e+06 2.87078e+06 2.73582e+06 2.63994e+06 2.34455e+06 2.33432e+06 2.30373e+06 1.84154e+06 1.79242e+06 1.43187e+06 1.14932e+06 threshold=2779.5510000000008 2593.0505000000003 326.91650000000004 2632.2792750000003 1278.9218000000003 2763.7525000000005 103.44915000000002 192.11889000000002 214.42080000000001 1444.3300000000002 543.59225000000015 65.606500000000025 818.62500000000011 351.55365000000006 2022.5000000000002 462.68000000000001 959.97700000000009 1913.0125000000005 1291.5535000000002 93.042000000000016 432.25314000000003 378.02750000000009 1489.0961200000002 87.861000000000018 679.73250000000019 417.12564900000007 1256.4300000000001 0 231.83000000000004 1113.0755000000001 602.3524450000001 283.08325000000008 642.48675000000014 2022.5000000000002 959.97700000000009 481.78500000000003 972.56475000000012 815.13625000000013 119.5475 494.77402000000006 51.897000000000013 759.38475000000005 59.548800000000007 338.15137500000003 160.29750000000004 2593.0505000000003 511.91625000000005 54.263500000000001 1 360.19070000000005 174.73500000000004 253.31100000000006 2 43.652000000000008 1092.7150000000004 447.75250000000011 554.77325000000008 274.40500000000003 53.925750000000008 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 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 1 2 2 2 2 2 2 left_child=2 13 6 -3 7 9 11 27 19 16 26 23 25 14 -2 58 56 18 -12 40 38 -17 51 42 -18 37 39 33 47 -30 -28 44 53 34 -4 -33 -27 -10 48 -9 45 49 52 -15 -25 -8 -35 -29 -13 -21 -40 -11 -1 -22 -42 -44 -6 -43 -14 right_child=1 3 4 -5 5 -7 8 10 12 22 17 20 15 43 -16 21 24 -19 -20 41 32 -23 -24 31 -26 36 30 28 29 -31 -32 35 -34 46 -36 -37 -38 -39 50 -41 54 57 55 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 leaf_value=-0.053983183742952974 14.806731561024984 34.033080092210035 3.029622714740615 89.418677526013596 7.0266915830698888 33.662335960125105 0.25289746412756137 2.6129251734491197 1.6973018443975869 18.060666770935057 5.833557350155079 0.87676056593807683 0.39299931338855199 18.828039500587867 2.2298327136762213 5.7484056932275953 10.0339785053581 15.342064401535762 10.633247108810087 1.141631662107067 1.5908541110697245 15.254096371706794 23.826007438327956 0.15649087325221889 18.372838710784915 3.4916135319355992 4.7452290868759155 0.66417713030568648 2.4198783749564221 8.5710383914067201 10.683061122349329 1.0395274742096663 8.4593531604040226 0.93390571113416854 6.9266479812101887 4.1368161051515697 8.8300356378555289 5.7897230774164203 0.76504884543341856 4.0042546390231513 0.81607070423443095 1.4004324297904969 0.10773025176485622 13.260350172042848 1.0147877434158528 3.8403239367085122 4.9703557701110839 1.8282491104529985 0.24669815866323777 2.6007531473263588 1.950009917839179 13.639990129743303 -0.12479668548781382 4.4832750157306069 3.4115272551945277 1.6825386607487998 4.1385531791051227 4.5326748735816391 3.6287337707436604 leaf_weight=56633 30 26 248 29 44 29 4869 421 1163 22 330 828 21 38 33 22 64 21 68 1630 105 34 23 4834 20 310 87 1369 295 26 35 160 21 187 55 91 20 32 859 610 1493 20 7475 20 616 31 25 311 7179 147 252 35 269488 38 35 75 42 54 23 leaf_count=56633 30 26 248 29 44 29 4869 421 1163 22 330 828 21 38 33 22 64 21 68 1630 105 34 23 4834 20 310 87 1369 295 26 35 160 21 187 55 91 20 32 859 610 1493 20 7475 20 616 31 25 311 7179 147 252 35 269488 38 35 75 42 54 23 internal_value=0 28.2753 -0.0145107 63.2364 3.44333 13.9483 -0.0566249 2.72639 0.944992 11.6614 4.64357 -0.0850772 2.55696 12.384 8.21883 7.36818 8.78015 7.08906 6.6536 0.628596 0.449458 11.5197 17.7842 -0.0996971 12.0194 2.24146 3.75488 1.52852 1.20067 2.9181 6.44871 0.337548 3.14055 2.72612 3.737 2.16245 3.81515 1.80689 0.401055 3.43612 0.418202 1.35923 -0.107168 16.9081 0.253502 0.275593 1.4099 0.879669 0.313256 1.26234 1.03382 15.3462 -0.112505 2.35947 0.875522 0.123374 5.61621 3.68612 2.08441 internal_weight=0 176 362925 55 4367 279 358558 4088 9904 250 1572 348654 1625 121 63 100 170 419 398 8279 9282 56 80 339372 84 1525 1153 2516 2001 321 122 5701 164 515 303 251 330 1195 9118 1031 6428 1851 333671 58 5450 4900 212 1680 8007 1777 1111 57 326121 143 1528 7550 86 74 44 internal_count=363101 176 362925 55 4367 279 358558 4088 9904 250 1572 348654 1625 121 63 100 170 419 398 8279 9282 56 80 339372 84 1525 1153 2516 2001 321 122 5701 164 515 303 251 330 1195 9118 1031 6428 1851 333671 58 5450 4900 212 1680 8007 1777 1111 57 326121 143 1528 7550 86 74 44 cat_boundaries=0 1 2 3 cat_threshold=20 4 3 is_linear=0 shrinkage=0.01 Tree=7 num_leaves=51 num_cat=9 split_feature=0 8 0 3 3 5 3 25 5 6 0 9 0 0 7 0 5 25 25 5 0 3 11 0 4 7 4 3 15 25 24 5 4 0 25 8 5 24 8 10 6 0 7 25 6 4 6 25 11 9 split_gain=1.476e+09 8.30582e+08 5.59474e+08 2.10992e+08 1.36172e+08 1.18193e+08 9.43187e+07 7.23567e+07 5.58737e+07 5.2724e+07 4.9966e+07 3.58764e+07 2.3867e+07 1.79007e+07 1.73666e+07 1.72447e+07 1.63735e+07 1.44321e+07 1.28409e+07 1.23619e+07 1.20203e+07 1.49347e+07 1.11572e+07 1.09061e+07 1.07676e+07 1.96694e+07 1.03307e+07 9.27735e+06 8.54289e+06 8.5039e+06 7.96508e+06 7.23941e+06 6.76602e+06 5.21035e+06 4.63607e+06 4.61361e+06 4.06363e+06 3.78838e+06 3.78161e+06 3.44375e+06 3.1695e+06 3.13233e+06 2.94436e+06 2.73638e+06 2.50796e+06 2.04701e+06 1.89671e+06 1.63382e+06 1.51291e+06 730911 threshold=2773.7250000000004 2877.4750000000008 474.32500000000005 1278.9218000000003 117.32300000000002 2763.7525000000005 2692.2960000000003 0 2763.7525000000005 198.55450000000002 65.403650000000013 732.3900000000001 1114.9175000000002 33.002500000000005 543.29875000000015 803.13700000000006 763.31500000000017 1 2 378.61939999999998 988.99750000000006 233.37189000000004 1156.9900000000002 172.16250000000002 14.450258500000002 322.90600000000012 1115.3337000000004 1854.9329420000001 770.26725000000022 3 4 6.9530000000000003 53.21200000000001 1501.0951200000002 5 704.68026050000014 127.18391600000002 6 170.41250000000002 1797.2975000000001 397.63150000000007 13.740500000000003 512.23350000000016 7 275.94813500000004 678.56500000000017 1913.0125000000005 8 259.05150000000009 153.17300000000003 decision_type=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 2 2 2 2 9 1 2 2 2 9 2 2 1 2 2 2 2 2 9 2 2 2 9 2 2 left_child=2 6 4 7 10 9 24 11 12 13 18 15 26 34 23 16 -4 35 39 -14 28 -22 -21 -11 -2 -26 40 -16 -13 -15 -17 45 41 42 -6 37 -34 -12 43 46 -5 -20 -33 -19 -40 47 -1 -9 -37 -41 right_child=1 -3 3 8 5 -7 -8 31 -10 14 17 20 19 29 27 30 -18 38 32 22 21 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 33 36 -35 -36 48 -38 -39 44 49 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 leaf_value=0.10735184742723554 18.025985481641065 76.549780857480812 2.811423587164732 3.9696602542980299 0.92891362659034571 22.875431510162354 34.841545401255289 0.12455579839449014 28.336779164853301 1.5946443720694581 1.7904176548921344 5.2875526914552404 19.653149832701072 2.9098942319589973 4.2872476005218401 7.0789604149742198 7.5033168889097421 0.49859680650568411 -0.13675450136812864 9.5992273161628034 4.7168650883063679 13.230685717732861 18.07542128245036 3.5455225740513714 7.0821421079074645 17.688189002143012 12.502998605676598 10.134570836861929 12.124321205832741 1.1762742775045352 4.1112289673514608 1.9206874363839626 0.088156423845673029 7.1449867523633523 0.20309864307496489 2.8346187198162078 0.83626161811274036 0.90465117945358986 0.92627116001704168 1.73962527923584 8.6357582569122311 0.0089153661406922401 4.7779412399638783 0.13940624461374124 2.900737298247102 3.7008258148475934 2.4708894028383144 1.178555370597814 6.3406708431243901 4.304425271987915 leaf_weight=24469 73 29 716 37 1160 25 30 216 23 884 722 108 39 331 284 259 83 4469 291071 44 28 78 24 424 34 36 37 30 22 2243 369 200 7407 26 3632 32 805 1758 391 25 24 15550 44 4079 77 27 34 553 20 20 leaf_count=24469 73 29 716 37 1160 25 30 216 23 884 722 108 39 331 284 259 83 4469 291071 44 28 78 24 424 34 36 37 30 22 2243 369 200 7407 26 3632 32 805 1758 391 25 24 15550 44 4079 77 27 34 553 20 20 internal_value=0 27.023 -0.0158322 4.31616 -0.0514205 1.16225 18.7209 3.54406 13.5576 1.10186 -0.0825916 4.84161 11.8995 0.742456 2.73402 4.27341 3.29882 0.56428 -0.104602 15.1649 8.48244 10.9818 12.5908 2.22704 15.3389 12.5367 8.33415 4.84591 6.44454 1.41508 5.51337 1.46072 -0.121776 2.88939 0.381159 1.23034 0.161491 1.17339 0.375446 0.11566 5.8055 -0.129367 2.43593 0.327942 1.25113 0.994471 0.110631 0.899449 4.1831 2.87954 internal_weight=0 202 362899 2957 359942 9013 173 2729 228 8988 350929 1663 205 7366 1622 1427 799 11548 339381 107 236 106 68 1308 143 70 98 314 130 2574 628 1066 314833 270 4792 2532 8212 2480 9016 24548 61 306621 244 8548 468 796 24503 769 52 45 internal_count=363101 202 362899 2957 359942 9013 173 2729 228 8988 350929 1663 205 7366 1622 1427 799 11548 339381 107 236 106 68 1308 143 70 98 314 130 2574 628 1066 314833 270 4792 2532 8212 2480 9016 24548 61 306621 244 8548 468 796 24503 769 52 45 cat_boundaries=0 6 10 16 17 18 23 24 31 37 cat_threshold=137414144 134218752 67113232 1073807360 2113536 2 1081344 134479872 67113280 1077968896 3222274048 360452 65600 1182073120 4197888 278943272 1081344 2062 3146880 1208320004 528705 67174400 1024 22 144705024 34400 1049104 262145 2102272 2147484704 2 2155872256 0 65 2182086688 3072 1025 is_linear=0 shrinkage=0.01 Tree=8 num_leaves=55 num_cat=7 split_feature=0 1 0 3 2 1 5 1 3 0 3 1 5 1 2 1 0 3 2 5 2 3 25 5 8 25 25 1 25 5 7 3 0 24 0 25 5 19 7 3 0 7 8 8 2 7 26 5 5 10 1 25 3 2 split_gain=1.44663e+09 1.23492e+09 5.48447e+08 3.53868e+08 2.6279e+08 1.49846e+08 9.07192e+07 7.75525e+07 5.46731e+07 5.3997e+07 5.19511e+07 4.4485e+07 3.26314e+07 3.25372e+07 2.70622e+07 2.04786e+07 1.94347e+07 1.90686e+07 1.64454e+07 1.5446e+07 1.50458e+07 1.25332e+07 1.18723e+07 1.11319e+07 1.07482e+07 1.02283e+07 1.0174e+07 1.01217e+07 9.46567e+06 9.06247e+06 9.0368e+06 8.02023e+06 6.58394e+06 6.30712e+06 9.3739e+06 6.12624e+06 5.76323e+06 5.35025e+06 5.32874e+06 4.53899e+06 4.42597e+06 4.15435e+06 4.08629e+06 3.92379e+06 3.88903e+06 3.79421e+06 3.63294e+06 3.59684e+06 3.18487e+06 2.88932e+06 2.67812e+06 2.67117e+06 1.99485e+06 1.51513e+06 threshold=2773.7250000000004 2779.5510000000008 474.32500000000005 2692.2960000000003 1254.2925000000002 194.40750000000003 2763.7525000000005 132.46500000000003 1471.8415000000002 65.403650000000013 507.85850000000005 290.01425000000006 2763.7525000000005 959.97700000000009 104.10200000000002 1461.4925000000003 1501.0951200000002 974.18930000000012 228.94595500000003 350.27250000000004 70.646704000000014 1107.1660000000004 0 611.84520000000009 998.8850000000001 1 2 733.23400000000015 3 1287.5327000000002 815.13625000000013 248.70244000000002 885.78750000000014 4 1266.1895000000002 5 511.91625000000005 380.04000000000002 512.23350000000016 28.443000000000001 803.13700000000006 654.14525000000003 903.726 206.19150000000005 1800.6974500000001 78.856500000000025 2022.5000000000002 1287.5327000000002 184.35900000000001 249.17500000000004 24.3154 6 155.98310000000001 168.95750000000001 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 9 9 2 9 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=2 11 5 -3 7 9 10 22 16 20 14 46 23 25 35 37 29 40 28 -19 26 -17 33 -10 43 32 47 -16 45 44 -13 51 -9 52 -35 -7 -27 -12 53 -28 -15 -33 -25 -20 -6 -11 -2 -1 -40 -18 -30 -22 -4 -24 right_child=1 3 4 -5 8 6 -8 13 12 18 15 30 -14 17 27 21 49 19 24 -21 31 -23 38 42 -26 36 39 -29 50 -31 -32 41 -34 34 -36 -37 -38 -39 48 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 leaf_value=0.084036994822512562 9.4011254885726512 38.600496182214648 0.37238246707689193 92.501485869309008 5.7184096410824701 1.0991995323810602 20.140908213328355 4.5378590177968663 22.342608884175622 0.72225917925226479 3.4863212679696085 15.118455041249593 31.490472854614261 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leaf_count=22778 45 21 84 29 65 1671 26 286 24 3031 500 39 20 93 1448 20 21 26 751 47 2805 23 840 21 27 422 298171 284 5386 32 32 494 193 186 48 2109 115 33 25 12056 119 31 21 184 36 736 36 89 23 27 2132 5157 50 133 internal_value=0 26.7528 -0.0156681 69.8631 4.27342 -0.0509039 1.50127 3.33422 13.7358 -0.0777247 1.42166 12.5718 20.3006 5.08864 1.12304 4.27928 10.6166 8.07455 0.574685 12.4826 -0.101116 10.9178 1.69095 16.9097 1.82976 4.25106 -0.11171 2.15818 0.467695 8.64806 18.3501 0.314667 5.38846 3.2185 4.26457 0.648741 3.07883 3.74371 1.09809 -0.126712 6.55669 1.51181 13.8052 1.65014 7.17875 0.876323 7.5069 0.0918364 4.36148 16.0711 0.261433 0.235729 1.2225 0.948387 internal_weight=0 202 362899 50 2957 359942 6114 2690 267 353828 6088 152 86 1301 5512 576 181 285 12247 73 341581 43 1389 66 962 1016 333094 1732 11285 133 71 8487 479 368 234 3780 537 533 1021 310227 212 525 42 935 101 3767 81 22867 48 48 7518 7962 134 973 internal_count=363101 202 362899 50 2957 359942 6114 2690 267 353828 6088 152 86 1301 5512 576 181 285 12247 73 341581 43 1389 66 962 1016 333094 1732 11285 133 71 8487 479 368 234 3780 537 533 1021 310227 212 525 42 935 101 3767 81 22867 48 48 7518 7962 134 973 cat_boundaries=0 5 8 14 20 21 26 32 cat_threshold=1081856 262144 256 0 2097152 1082880 134217728 4096 3222274048 360452 65601 1181810976 20975104 278943240 135300096 134479936 67113296 1077968896 2098176 32 736 1082880 1074004032 34607952 1078198272 2114560 2281996800 134479940 4352 1177812993 2097152 1024 is_linear=0 shrinkage=0.01 Tree=9 num_leaves=55 num_cat=5 split_feature=1 3 1 3 6 1 5 3 3 3 5 7 5 26 4 4 24 6 16 4 25 25 3 7 17 3 4 4 26 1 11 3 4 15 1 3 5 26 13 20 25 1 5 15 9 5 5 5 6 11 1 6 24 13 split_gain=1.33653e+09 9.27333e+08 5.00252e+08 2.81756e+08 2.49189e+08 1.27279e+08 1.13212e+08 6.90878e+07 5.69638e+07 3.35174e+07 2.68329e+07 2.60284e+07 2.23724e+07 2.12792e+07 3.56599e+07 2.98013e+07 1.80205e+07 1.70082e+07 1.67177e+07 1.63942e+07 1.60299e+07 1.51562e+07 1.31094e+07 1.18674e+07 1.0123e+07 9.68164e+06 8.34761e+06 8.34689e+06 8.14539e+06 9.74121e+06 7.89623e+06 7.73134e+06 6.92598e+06 6.80136e+06 6.79986e+06 6.50893e+06 6.38605e+06 6.10426e+06 6.06039e+06 5.76288e+06 5.76062e+06 5.12765e+06 4.33836e+06 4.32046e+06 4.30673e+06 4.33383e+06 4.22666e+06 4.1124e+06 3.87744e+06 3.76177e+06 3.46253e+06 3.29526e+06 3.20683e+06 1.37103e+06 threshold=2779.5510000000008 2692.2960000000003 494.77402000000006 1471.8415000000002 2871.8940000000007 92.667500000000004 2763.7525000000005 106.85300000000002 214.42080000000001 131.57168150000004 543.59225000000015 434.2050000000001 658.22750000000008 2022.5000000000002 26.188250000000007 128.56546000000003 0 1913.0125000000005 675.22100000000012 970.01225000000011 1 2 1854.9329420000001 759.38475000000005 863.10525000000018 602.3524450000001 35.594078500000002 861.89750000000015 2022.5000000000002 677.74500000000012 1347.54114 1107.1660000000004 82.276700000000019 663.47250000000008 1461.4925000000003 2692.2960000000003 100.02850000000002 2022.5000000000002 0.25650000000000006 312.78175000000005 3 270.00500000000005 911.29109000000005 166.66250000000002 592.5680000000001 234.36750000000004 77.191500000000005 127.18391600000002 889.19240000000013 654.29690000000005 19.428000000000004 152.55250000000004 4 214.69980000000001 decision_type=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 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 1 2 left_child=2 13 5 7 -3 9 18 16 17 20 25 24 27 14 -2 -15 28 21 35 30 44 41 49 43 32 48 50 40 29 -4 -12 -25 -11 -17 -27 37 -23 -5 -21 51 -10 -7 -37 -14 52 -46 -29 -28 -9 -13 -22 -18 -1 -30 right_child=1 4 3 6 -6 8 -8 10 12 11 19 22 23 15 -16 33 39 -19 -20 38 26 36 -24 31 -26 34 47 46 53 -31 -32 -33 -34 -35 -36 42 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53 -54 -55 leaf_value=0.29243979405992337 25.231655748170965 43.699289217409877 2.264615401578753 12.510344918823241 90.774864467274057 1.2073774446330134 36.064208013916016 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6262 21 44 26 202 10577 24 81 156 29 20 1267 20 40 21 1240 40 60 28 644 484 20 42 240 44 73 999 45 37 11992 173 30446 21 leaf_count=6695 34 23 89 50 22 1058 25 464 760 4080 243 254 120 23 30 24 773 20 27 57 282812 6262 21 44 26 202 10577 24 81 156 29 20 1267 20 40 21 1240 40 60 28 644 484 20 42 240 44 73 999 45 37 11992 173 30446 21 internal_value=0 27.5497 -0.0141285 4.31974 66.714 -0.0459336 16.2909 3.42957 1.02372 -0.0789607 5.23318 0.682607 2.68822 14.0963 18.22 10.1572 1.87308 0.706579 13.1622 7.36488 -0.0915536 0.686208 3.49056 5.62145 0.519555 4.12901 -0.115417 2.24657 3.80627 4.90454 6.01847 9.26723 0.489287 14.9791 5.77568 11.6855 0.498251 10.181 10.495 1.13364 2.05056 1.58711 14.988 4.18114 0.103804 1.33059 5.08364 0.147993 3.34612 2.93991 -0.125764 1.01294 0.0944509 1.54145 internal_weight=0 176 362925 2644 45 360281 183 2461 10791 349490 1140 5685 1727 131 64 67 1321 9064 158 389 343805 9044 312 226 5373 751 306380 1501 347 245 272 64 5347 44 242 131 7502 90 117 974 1404 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1.10877e+07 1.07286e+07 1.05446e+07 1.41663e+07 9.44424e+06 9.16428e+06 7.81968e+06 7.08462e+06 6.32104e+06 6.01039e+06 5.62238e+06 5.3724e+06 5.32531e+06 4.90881e+06 4.68306e+06 4.47823e+06 4.77933e+07 3.62654e+06 3.568e+06 3.44023e+06 3.3948e+06 3.31818e+06 2.72066e+06 2.10192e+06 1.98432e+06 1.58159e+06 1.4332e+06 1.11137e+06 1.08495e+06 1.03482e+06 885687 537299 threshold=2773.7250000000004 2593.0505000000003 474.32500000000005 2690.3565000000003 957.78375000000017 104.10200000000002 2632.2792750000003 974.18930000000012 187.20800000000003 0 65.403650000000013 2022.5000000000002 45.449154000000007 2763.7525000000005 317.83250000000004 1107.1660000000004 275.94813500000004 1501.0951200000002 90.914963500000013 1501.0951200000002 1128.2175000000002 972.56475000000012 1 2 148.57200000000003 940.75000000000011 31.362500000000004 893.42000000000007 1444.3300000000002 350.27250000000004 59.548800000000007 784.4625000000002 625.2833710000001 284.90550000000007 596.83500000000015 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24 1382 20 96 4961 21 25 1327 63 719 29 32 32 23 35 583 21 1700 38 48 45 6343 43630 26 30 39 50 27 30 7295 29 32 220 50 25 210 1360 24 571 20 251 739 24 124 260613 1527 1405 274 53 32 25 569 45 64 26 leaf_count=26510 34 24 1382 20 96 4961 21 25 1327 63 719 29 32 32 23 35 583 21 1700 38 48 45 6343 43630 26 30 39 50 27 30 7295 29 32 220 50 25 210 1360 24 571 20 251 739 24 124 260613 1527 1405 274 53 32 25 569 45 64 26 internal_value=0 29.8075 -0.0149307 82.1501 4.2359 -0.0497717 1.06068 12.1753 1.01102 2.99965 -0.0828065 13.8139 19.256 16.7744 9.20908 4.06597 2.48362 8.52916 0.626827 8.61233 3.71283 3.48109 0.499354 -0.101796 5.18839 4.1867 14.8224 12.6951 14.1553 18.2647 -0.119153 6.97713 7.84646 1.46807 0.203261 5.64167 1.80439 0.371299 1.13465 0.0959339 0.956994 0.0769538 0.33126 10.026 1.05757 -0.12694 1.07287 0.258668 0.889756 6.35696 2.29274 4.1979 0.768465 1.67521 0.578161 1.88287 internal_weight=0 188 363362 44 2954 360408 10412 398 10391 2556 349996 144 66 176 78 1633 2150 222 8241 126 1507 1427 11056 338940 55 613 144 89 48 55 311588 174 80 1920 7345 121 1537 6321 2295 27352 591 26761 8761 53 923 304243 2246 7748 1013 88 182 49 741 108 633 150 internal_count=363550 188 363362 44 2954 360408 10412 398 10391 2556 349996 144 66 176 78 1633 2150 222 8241 126 1507 1427 11056 338940 55 613 144 89 48 55 311588 174 80 1920 7345 121 1537 6321 2295 27352 591 26761 8761 53 923 304243 2246 7748 1013 88 182 49 741 108 633 150 cat_boundaries=0 6 10 16 22 23 29 cat_threshold=204523008 134218752 68161808 1073807360 2113536 2147483650 1081344 262144 4416 1077968896 3230662656 360452 65 1181745456 21007872 277369864 536903812 64 2156927636 2147966976 268443792 537928291 22 262144 1073741828 524288 33554432 4198400 64 is_linear=0 shrinkage=0.01 Tree=11 num_leaves=58 num_cat=6 split_feature=0 2 1 7 3 0 5 0 2 1 3 2 3 2 0 25 1 8 3 2 3 1 1 9 9 9 2 1 8 26 9 25 0 9 12 1 25 0 13 25 3 0 2 3 1 3 15 26 0 7 0 10 1 8 25 2 25 split_gain=1.63791e+09 1.54251e+09 5.37004e+08 3.12202e+08 2.80084e+08 1.80316e+08 1.20515e+08 1.06496e+08 5.6976e+07 5.0805e+07 6.50142e+07 4.2901e+07 4.06155e+07 3.43797e+07 3.03292e+07 2.42429e+07 2.15681e+07 1.55435e+07 1.55292e+07 1.52741e+07 1.45986e+07 1.41926e+07 1.33111e+07 1.58192e+07 3.65131e+07 1.13075e+07 1.09976e+07 1.09855e+07 1.2954e+07 1.07491e+07 1.04173e+07 9.94015e+06 9.39674e+06 8.37842e+06 7.96876e+06 7.25474e+06 7.05866e+06 8.96935e+06 6.66492e+06 6.43131e+06 6.15522e+06 5.58022e+06 5.56666e+06 5.05465e+06 4.98753e+06 4.28803e+06 4.22585e+06 5.04172e+06 4.00503e+06 3.39878e+06 3.36714e+06 3.3175e+06 3.2532e+06 2.29389e+06 2.04692e+06 1.81733e+06 1.77208e+06 threshold=2773.7250000000004 2593.0505000000003 522.78869700000007 2690.3565000000003 1278.9218000000003 162.71250000000001 2763.7525000000005 688.40820000000008 437.0705000000001 290.01425000000006 292.91330000000005 957.78375000000017 92.246000000000009 84.007000000000019 1114.9175000000002 0 1256.4300000000001 998.8850000000001 174.3837 1092.7150000000004 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1073741824 2097152 2147483648 2147779072 327748 4352 1177812992 2113792 1024 16516 1074103116 34603520 34865185 256 585 2 is_linear=0 shrinkage=0.01 Tree=12 num_leaves=57 num_cat=6 split_feature=0 2 1 7 3 0 5 0 2 1 3 2 3 2 0 6 25 1 8 3 2 3 6 9 1 9 9 6 6 1 8 26 25 9 1 25 0 0 25 2 1 3 15 26 8 3 0 0 7 10 1 0 8 25 2 25 split_gain=1.60531e+09 1.51182e+09 5.26317e+08 3.0599e+08 2.7451e+08 1.7673e+08 1.18117e+08 1.04376e+08 5.58418e+07 4.9794e+07 6.37205e+07 4.20472e+07 3.98073e+07 3.37067e+07 2.97256e+07 3.22744e+07 2.376e+07 2.11389e+07 1.52342e+07 1.52201e+07 1.49702e+07 1.4646e+07 1.44106e+07 1.4328e+07 1.22339e+07 1.55465e+07 3.92327e+07 1.1641e+07 1.1194e+07 1.07669e+07 1.26962e+07 1.05352e+07 9.75039e+06 8.21169e+06 6.92874e+06 6.91764e+06 8.79086e+06 6.40906e+06 6.30333e+06 5.45589e+06 5.42378e+06 4.55826e+06 4.14175e+06 4.94139e+06 4.11088e+06 3.9271e+06 3.8661e+06 3.30014e+06 3.27171e+06 3.25156e+06 3.04577e+06 2.40657e+06 2.28932e+06 1.90038e+06 1.78116e+06 1.73701e+06 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6 4 3 25 13 8 8 1 19 24 0 18 3 11 26 1 10 25 26 6 4 0 split_gain=1.19145e+09 1.19454e+09 5.824e+08 3.85169e+08 2.47351e+08 1.27452e+08 6.31192e+07 6.03137e+07 5.94884e+07 5.05132e+07 4.6643e+07 4.43443e+07 4.30048e+07 2.83664e+07 2.63523e+07 4.0791e+07 2.37066e+07 1.45062e+07 1.43417e+07 1.3462e+07 1.33522e+07 1.31707e+07 1.16954e+07 1.15151e+07 1.13499e+07 1.12525e+07 1.07403e+07 9.67507e+06 9.49394e+06 8.37568e+06 7.97259e+06 7.46291e+06 7.20596e+06 7.02565e+06 6.60526e+06 5.79028e+06 5.223e+06 5.06798e+06 4.82613e+06 4.34302e+06 4.24065e+06 4.05662e+06 4.04662e+06 3.98287e+06 3.40726e+06 3.39023e+06 3.34849e+06 3.08483e+06 3.06745e+06 2.56148e+06 1.92049e+06 1.76909e+06 1.19656e+06 1.17631e+06 1.17201e+06 1.01632e+06 893997 184263 threshold=2692.2960000000003 2632.2792750000003 474.32500000000005 85.539750000000012 860.12500000000011 194.40750000000003 988.99750000000006 0 1891.4572200000002 2773.7250000000004 1278.9218000000003 73.516000000000005 92.246000000000009 733.23400000000015 2773.7250000000004 1347.54114 679.93910000000005 8.6540000000000017 170.41250000000002 998.8850000000001 1114.9175000000002 870.71080000000018 73.203000000000017 1517.5820000000001 1891.4572200000002 1295.575 52.014000000000003 1118.3050000000001 1836.963 1 175.70850000000002 383.33200000000005 2 56.702905000000008 2022.5000000000002 333.59075000000007 27.535980000000006 480.16275000000002 602.3524450000001 3 734.73800000000006 15.579750000000002 514.22900000000016 522.78869700000007 518.5485000000001 4 1501.0951200000002 564.05900000000008 248.70244000000002 184.19410000000002 2022.5000000000002 68.265000000000015 573.35100000000011 5 2022.5000000000002 483.48500000000007 308.63840000000005 1114.9175000000002 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 9 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 left_child=2 6 5 -3 7 11 33 9 10 16 25 22 26 30 15 21 17 -4 32 -18 -12 -10 29 38 -8 28 39 -22 -6 50 49 -31 45 -2 -11 -32 47 44 -15 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cat_threshold=3196416 134218752 67113232 1073741824 2113536 2147484674 3222274048 98308 65 1181810992 272665088 277370376 143689216 134512708 67113216 1074037248 6292481 1056 2 33792 262144 4928 1079246848 1024 18 2156134400 32 577 2221932544 2048 is_linear=0 shrinkage=0.01 Tree=16 num_leaves=59 num_cat=0 split_feature=2 4 1 9 3 2 2 1 3 11 1 1 15 1 8 26 5 3 2 1 4 3 4 7 2 8 4 6 3 3 7 8 3 9 9 1 3 20 9 1 8 7 4 6 10 7 6 3 6 20 1 11 26 26 3 9 6 7 split_gain=1.21808e+09 1.38924e+09 4.65631e+08 3.98483e+08 1.81398e+08 1.09629e+08 6.74564e+07 5.90701e+07 5.25888e+07 5.08151e+07 3.44621e+07 3.39784e+07 3.06253e+07 2.45979e+07 1.91015e+07 1.80765e+07 1.59311e+07 1.41282e+07 1.27821e+07 1.22522e+07 1.16176e+07 1.36588e+07 1.13818e+07 1.08615e+07 1.06592e+07 9.51799e+06 9.4742e+06 8.57798e+06 8.56591e+06 7.87631e+06 6.71068e+06 5.87465e+06 5.86632e+06 5.83479e+06 5.63092e+06 5.33613e+06 5.23821e+06 5.21495e+06 5.00013e+06 2.73574e+07 4.98594e+06 4.98326e+06 4.7691e+06 4.43115e+06 4.19372e+06 4.19359e+06 3.92373e+06 3.88868e+06 3.17542e+06 3.07938e+06 2.53867e+06 2.51007e+06 2.4519e+06 2.03084e+06 1.97642e+06 1.84316e+06 1.70339e+06 1.53415e+06 threshold=2593.0505000000003 2632.2792750000003 469.42150000000009 1889.5600000000002 1278.9218000000003 156.06525000000002 187.69100000000003 733.23400000000015 182.95234000000002 1156.9900000000002 69.872000000000014 1256.4300000000001 547.57500000000016 2779.5510000000008 818.62500000000011 2022.5000000000002 378.61939999999998 2692.2960000000003 778.91025000000013 138.62250000000003 1517.5820000000001 974.18930000000012 417.12564900000007 87.861000000000018 1092.7150000000004 432.25314000000003 1291.5535000000002 1913.0125000000005 327.31500000000005 103.52400000000002 572.8955000000002 903.726 125.02591500000001 16.583000000000002 564.5870000000001 1891.4572200000002 141.98700000000005 408.48250000000007 383.33200000000005 27.234500000000004 998.8850000000001 815.13625000000013 109.49000000000002 642.48675000000014 893.42000000000007 481.78500000000003 685.98275000000012 31.156500000000005 156.02740000000003 265.92500000000007 959.97700000000009 654.29690000000005 2022.5000000000002 2022.5000000000002 15.2125 287.59707500000007 738.75250000000005 54.957000000000015 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 7 5 -3 6 10 13 36 19 17 23 27 -11 29 22 -15 -9 26 44 42 21 -13 41 38 43 32 50 31 48 52 -28 -8 55 -19 -31 -22 53 -24 47 -40 -18 -10 54 -21 -16 -30 -20 -1 -25 -34 -6 56 -4 -2 -7 -12 -27 -44 right_child=1 3 4 -5 9 8 11 16 14 12 25 20 -14 15 18 -17 40 33 46 24 35 -23 37 28 -26 51 30 -29 45 34 -32 -33 49 -35 -36 -37 -38 -39 39 -41 -42 -43 57 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 leaf_value=-0.10417451918914092 4.534932575679961 47.15263577620189 1.6048804552696785 107.5907077331543 5.1694035142985264 0.17717677486951941 3.7441563434895064 23.156402513009532 1.7707178988434951 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8.28077e+06 7.83386e+06 7.62422e+06 6.56919e+06 5.96494e+06 5.52375e+06 4.7399e+06 4.73146e+06 4.59454e+06 4.36877e+06 6.86876e+06 4.36343e+06 3.96037e+06 3.7996e+06 3.7565e+06 2.95982e+06 2.95563e+06 2.7803e+06 2.61065e+06 2.5928e+06 2.5574e+06 2.44178e+06 2.37608e+06 2.22393e+06 1.03261e+06 threshold=2593.0505000000003 2632.2792750000003 474.32500000000005 2877.4750000000008 860.12500000000011 194.40750000000003 885.78750000000014 1854.9329420000001 104.10200000000002 957.78375000000017 80.097080500000018 2773.7250000000004 974.18930000000012 1012.3383000000001 629.11000000000013 912.26085000000012 2773.7250000000004 104.96200000000002 1444.3300000000002 484.50915000000003 170.41250000000002 1517.5820000000001 27.046500000000005 235.67175000000006 383.89096000000006 8.6540000000000017 241.39650000000003 34.242000000000012 103.32460000000002 1891.4572200000002 175.70850000000002 1128.2175000000002 621.21800000000007 1471.8415000000002 333.59075000000007 432.25314000000003 196.47460000000004 733.23400000000015 652.05450000000008 602.04700000000014 2022.5000000000002 64.130787000000012 16.365800000000004 0 159.994 96.837500000000006 579.4525000000001 1291.5535000000002 860.12500000000011 480.16275000000002 345.91750000000008 183.36857700000004 214.42080000000001 2022.5000000000002 26.719375000000003 397.76814000000007 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 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 5 -3 9 10 37 11 35 16 22 12 32 18 30 23 17 25 47 -8 42 28 44 38 49 -4 33 -28 -16 -14 46 -19 -6 -24 -32 36 50 53 -11 -26 -18 -42 43 -12 54 -46 -10 -9 -38 -22 -7 55 -44 -2 -1 -37 right_child=1 3 4 -5 7 8 19 13 14 15 20 -13 29 -15 21 -17 40 31 -20 -21 24 -23 26 -25 39 -27 27 -29 -30 -31 34 -33 -34 -35 -36 51 48 -39 -40 -41 41 -43 52 -45 45 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 leaf_value=-0.11400017399609205 4.8611464166641234 46.879337819417316 1.5040281379067892 106.27692428588867 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9.46644e+06 8.64732e+06 8.59971e+06 8.27551e+06 8.24003e+06 8.13993e+06 8.08211e+06 7.67796e+06 6.59493e+06 6.43847e+06 5.81049e+06 5.06172e+06 4.64557e+06 4.27383e+06 4.16054e+06 3.93614e+06 3.18973e+06 3.15863e+06 2.91832e+06 2.90092e+06 2.8248e+06 2.62641e+06 2.37576e+06 2.32879e+06 2.31756e+06 2.16243e+06 1.71484e+06 1.18833e+06 1.12812e+06 1.01686e+06 887632 767757 752368 748290 threshold=2593.0505000000003 2632.2792750000003 474.32500000000005 2877.4750000000008 860.12500000000011 194.40750000000003 885.78750000000014 1854.9329420000001 0 104.10200000000002 2773.7250000000004 80.097080500000018 2773.7250000000004 547.57500000000016 957.78375000000017 974.18930000000012 629.11000000000013 484.50915000000003 365.68050000000005 1444.3300000000002 209.76795000000001 1517.5820000000001 71.90000000000002 688.40820000000008 321.9405000000001 103.32460000000002 1891.4572200000002 175.70850000000002 1 2 3 621.21800000000007 112.53700000000002 333.59075000000007 25.327700000000004 2022.5000000000002 733.23400000000015 1854.9329420000001 514.22900000000016 294.59875000000005 227.58775000000003 30.369000000000003 125.16240000000001 579.4525000000001 1287.5327000000002 11.283750000000003 1926.0125000000005 2022.5000000000002 685.98275000000012 19.664750000000009 35.913000000000004 451.28900000000004 689.90820000000008 685.98275000000012 625.2833710000001 35.192500000000003 4 635.67100000000016 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 9 9 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 9 2 left_child=2 6 5 -3 8 11 36 12 10 28 14 22 15 19 23 31 27 -8 29 48 -16 25 30 -4 51 -18 -17 43 38 42 46 -6 44 -29 -32 -12 47 -34 40 -26 -7 54 -13 -11 -24 -40 -1 -2 -9 -31 55 -20 57 -52 56 -30 -10 -43 right_child=1 3 4 -5 7 9 17 13 41 16 35 18 -14 -15 20 26 21 -19 24 -21 -22 -23 32 -25 39 -27 -28 33 50 49 34 -33 37 -35 -36 -37 -38 -39 45 -41 -42 52 -44 -45 -46 -47 -48 -49 -50 -51 53 -53 -54 -55 -56 -57 -58 -59 leaf_value=0.080142339603604576 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0.271076 0.276802 1.52231 2.09577 0.837668 0.637204 0.139646 0.572187 1.82389 internal_weight=0 188 363197 44 3031 360166 144 517 2514 6069 1577 354097 422 95 1523 389 2110 58 10306 70 150 540 343791 1373 459 515 87 1570 3959 9847 335338 302 8453 560 313160 54 86 1269 1745 94 1672 937 3376 1010 7184 73 22178 64 45 6471 2214 365 185 439 752 1775 726 165 internal_count=363385 188 363197 44 3031 360166 144 517 2514 6069 1577 354097 422 95 1523 389 2110 58 10306 70 150 540 343791 1373 459 515 87 1570 3959 9847 335338 302 8453 560 313160 54 86 1269 1745 94 1672 937 3376 1010 7184 73 22178 64 45 6471 2214 365 185 439 752 1775 726 165 cat_boundaries=0 6 12 18 24 29 cat_threshold=137414144 134218752 68161808 1073741824 2113536 2147484674 1083008 1074003968 168825680 1074003968 20480 1025 210797568 134479876 67113232 1073742336 6291456 1056 1074790400 360452 65 1181810992 272665104 277370376 2155872256 32 513 5242880 2048 is_linear=0 shrinkage=0.01 Tree=19 num_leaves=56 num_cat=9 split_feature=0 4 0 6 4 0 25 7 4 6 0 6 11 7 12 7 25 5 26 6 26 4 24 6 25 5 19 0 10 9 7 4 0 5 5 4 6 6 7 5 5 5 24 7 6 10 25 10 8 8 11 25 24 5 25 split_gain=1.0949e+09 7.71777e+08 4.89358e+08 2.78518e+08 1.39252e+08 1.11623e+08 5.97848e+07 5.54753e+07 4.73762e+07 5.46858e+07 4.34908e+07 4.19132e+07 3.37194e+07 2.61994e+07 1.6484e+07 1.57862e+07 1.56015e+07 1.34338e+07 1.27512e+07 1.24953e+07 1.20803e+07 1.86335e+07 1.16535e+07 1.07504e+07 1.0532e+07 1.02421e+07 8.94988e+06 8.509e+06 8.21027e+06 7.05493e+06 6.00301e+06 5.95989e+06 5.86558e+06 5.52106e+06 6.06687e+06 5.25357e+06 4.75982e+06 4.56031e+06 4.30567e+06 4.25517e+06 4.10196e+06 3.84407e+06 3.7968e+06 3.41518e+06 3.10341e+06 3.00806e+06 2.67348e+06 2.40321e+06 2.34137e+06 2.27599e+06 2.09642e+06 1.18675e+06 1.13625e+06 607587 101514 threshold=2773.7250000000004 2632.2792750000003 474.32500000000005 2871.8940000000007 784.4625000000002 112.43250000000002 0 1489.0961200000002 2632.2792750000003 26.260300000000004 1266.1895000000002 275.94813500000004 1962.6297000000002 87.861000000000018 1092.2600000000002 543.29875000000015 1 204.40050000000005 2022.5000000000002 642.48675000000014 2022.5000000000002 117.58985000000001 2 987.12000000000012 3 1530.4632000000001 306.43000000000006 21.467000000000002 434.71450000000004 502.38034000000005 512.23350000000016 258.76800000000009 145.90420000000003 188.37900000000005 658.22750000000008 26.188250000000007 178.23900000000003 1118.3050000000001 9.1420000000000012 7.9537500000000003 234.36750000000004 1530.4632000000001 4 543.29875000000015 378.02750000000009 519.72350000000017 5 1797.2975000000001 16.634500000000006 128.28840000000005 177.60300000000004 6 7 658.22750000000008 8 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 9 1 2 9 left_child=2 20 5 -3 6 8 10 25 13 -10 19 16 23 24 18 26 31 36 -12 22 35 -22 -4 -9 47 33 40 -26 -28 -21 -27 42 -17 38 -35 -2 -15 -34 -6 51 -13 -25 -7 -33 -19 46 -18 -1 53 -50 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72351776 3072 1024 94 0 0 64 67108896 is_linear=0 shrinkage=0.01 Tree=20 num_leaves=57 num_cat=8 split_feature=0 1 3 1 3 0 3 0 0 7 1 2 3 6 3 25 4 0 10 2 5 2 1 3 1 5 25 1 5 24 13 6 25 0 0 25 24 10 9 3 2 0 7 5 9 2 26 10 2 24 10 4 25 4 6 2 split_gain=1.29757e+09 1.34908e+09 5.32444e+08 4.32395e+08 2.0231e+08 1.46224e+08 7.28189e+07 6.28721e+07 4.87772e+07 4.80514e+07 4.46195e+07 4.37624e+07 3.10875e+07 3.07657e+07 2.80907e+07 2.27683e+07 2.05455e+07 1.39507e+07 1.39251e+07 1.35991e+07 1.35168e+07 1.33675e+07 1.16666e+07 1.08723e+07 1.06567e+07 1.04086e+07 9.28831e+06 9.24112e+06 8.87148e+06 8.03801e+06 7.72155e+06 6.40758e+06 6.23196e+06 8.67978e+06 6.10444e+06 5.66515e+06 5.20507e+06 9.57119e+06 8.85766e+06 4.86792e+06 4.39448e+06 4.18375e+06 3.88135e+06 3.55485e+06 3.30783e+06 2.9787e+06 2.96914e+06 2.95389e+06 2.70937e+06 2.36468e+06 2.34519e+06 2.25492e+06 2.09421e+06 2.03403e+06 1.626e+06 982184 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 494.77402000000006 974.18930000000012 162.71250000000001 2692.2960000000003 591.40200000000016 988.99750000000006 1489.0961200000002 290.01425000000006 383.89096000000006 83.515000000000001 1913.0125000000005 71.90000000000002 0 1876.5445000000002 746.42750000000012 1274.5290000000002 221.80500000000004 397.76814000000007 1800.6974500000001 41.302404000000003 88.458000000000013 1461.4925000000003 1874.1882800000003 1 1097.7209 1530.4632000000001 2 972.56475000000012 428.62725000000006 3 688.40820000000008 83.765100000000018 4 5 434.71450000000004 7.7340000000000009 27.489250000000002 66.171000000000021 21.123000000000005 108.76150000000001 234.36750000000004 383.33200000000005 957.78375000000017 2022.5000000000002 318.17125000000004 274.40500000000003 6 1797.2975000000001 508.16875000000005 7 267.13700000000006 43.728500000000004 621.21800000000007 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 1 2 2 9 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 left_child=3 10 -3 5 7 12 8 14 13 -8 39 15 22 43 34 17 24 31 23 28 45 36 26 55 -16 -22 50 -12 35 -19 -25 -7 33 -17 52 -14 38 -38 -9 46 44 -28 51 -6 -24 -10 -2 -29 -36 -44 -1 -21 -5 -42 -34 -13 right_child=1 2 -4 4 6 11 9 21 20 -11 27 18 19 -15 16 32 -18 29 -20 42 25 -23 40 30 -26 -27 41 47 -30 -31 -32 -33 54 -35 48 -37 37 -39 -40 -41 53 -43 49 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 leaf_value=0.092216755376595516 5.1276943789588083 30.682312752859936 95.897429445328257 1.399375151294199 2.0266637948155402 1.4609933805947555 14.205265532334645 10.903682906362747 15.760805549621582 33.239244032360254 21.080228281888093 1.0198020757374471 0.64201760479461623 17.163227706182571 2.8584221164813211 0.84506754197058553 12.913330882113913 6.3471793785610719 10.211125811379532 0.95209639411582692 8.951500896107067 12.603806817372641 0.10301192203352753 3.7014082041754666 6.7390577635914086 16.532732350782112 -0.1234406741994314 10.551165410822088 6.853519764854795 2.2685492496407789 9.6114828847802194 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33 cat_threshold=1082880 134217728 67109120 4260352 64 1074790400 360452 65 1181810720 272664592 1352156712 14 203751424 1088 135794704 1107296256 6308864 2147483689 137463328 361472 528641 67109376 6292480 1025 1 12 2816 32768 0 4160 1078984704 0 2147483648 is_linear=0 shrinkage=0.01 Tree=21 num_leaves=58 num_cat=9 split_feature=0 2 0 8 2 2 3 3 25 0 0 0 3 8 26 8 10 8 25 3 26 9 2 9 7 3 25 6 22 7 7 9 0 3 7 8 15 3 12 25 7 0 0 6 2 8 25 3 12 8 9 25 25 3 24 15 25 split_gain=1.27175e+09 1.08829e+09 4.18377e+08 2.82151e+08 1.68202e+08 1.15979e+08 7.82053e+07 5.04634e+07 4.98238e+07 4.43194e+07 4.18665e+07 3.13362e+07 2.49677e+07 2.05101e+07 1.64626e+07 1.62091e+07 1.79186e+07 1.4301e+07 1.27716e+07 1.25055e+07 1.20093e+07 3.07733e+07 2.23628e+07 1.14782e+07 1.1056e+07 1.06607e+07 9.22801e+06 8.98732e+06 7.44385e+06 7.02423e+06 6.34922e+06 6.13077e+06 5.9119e+06 5.83603e+06 5.81653e+06 5.77522e+06 5.714e+06 5.56955e+06 4.87712e+06 4.22369e+06 4.07928e+06 3.65751e+06 3.48318e+06 3.2968e+06 3.12808e+06 2.62477e+06 2.62155e+06 2.4683e+06 2.42572e+06 2.26279e+06 1.75262e+06 1.29916e+06 827970 772412 751875 380220 94020.5 threshold=2773.7250000000004 2593.0505000000003 474.32500000000005 1926.0125000000005 957.78375000000017 182.49450000000004 2692.2960000000003 974.18930000000012 0 103.32460000000002 65.403650000000013 1114.9175000000002 476.54200000000009 1329.5732400000002 2022.5000000000002 31.362500000000004 983.00100000000009 1128.2175000000002 1 83.515000000000001 2022.5000000000002 27.017500000000002 45.449154000000007 679.93910000000005 119.21520000000001 39.610000000000007 2 170.32500000000002 0.43224999999999997 458.04858100000007 1489.0961200000002 636.6312200000001 1501.0951200000002 52.775000000000013 572.8955000000002 174.71250000000003 575.81650000000002 1471.8415000000002 221.87500000000003 3 759.38475000000005 249.87000000000003 13.924000000000001 889.19240000000013 106.88250000000001 141.80945000000003 4 476.54200000000009 256.21285000000006 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leaf_count=22196 33 29 748 20 85 1258 26 22 106 1142 4053 189 317 34 183 23 25 40 4788 1075 31 38 38 22 20 1364 295260 75 30 162 27 25 29 366 118 416 20 20 20 5811 75 1203 16229 21 126 304 1690 46 32 30 73 1684 118 23 401 21 111 internal_value=0 25.9329 -0.0138474 66.4938 3.75155 -0.0445171 1.29731 9.89293 2.81584 1.22591 -0.0685694 3.85961 2.49519 6.28958 5.61008 14.0815 11.5546 4.88055 0.505952 -0.0892114 11.7366 8.76563 14.6239 6.77979 17.9691 0.671847 -0.0980274 3.08194 2.43548 0.327035 15.6215 7.14869 5.36433 4.22241 0.869383 1.94861 10.4326 2.26613 12.5275 0.275784 1.37742 0.817597 -0.112072 2.89009 0.910028 0.218088 0.327437 4.45992 2.10558 0.0988116 1.02952 0.171159 0.631626 15.2196 0.841644 1.56244 0.0865512 internal_weight=0 189 362282 49 2927 359355 6328 387 2540 6302 353027 1625 1915 406 372 165 100 357 12244 340783 140 69 71 222 65 4387 333715 1219 778 7068 52 48 160 441 5395 1558 62 182 42 6886 1439 5256 311489 139 915 6849 2948 131 179 22226 377 6472 736 45 519 147 217 internal_count=362471 189 362282 49 2927 359355 6328 387 2540 6302 353027 1625 1915 406 372 165 100 357 12244 340783 140 69 71 222 65 4387 333715 1219 778 7068 52 48 160 441 5395 1558 62 182 42 6886 1439 5256 311489 139 915 6849 2948 131 179 22226 377 6472 736 45 519 147 217 cat_boundaries=0 6 11 17 23 29 36 41 42 47 cat_threshold=137414144 134218756 68161808 1073807360 2113536 2147483650 135302656 134512708 68161872 1077969408 6292672 1074790400 360452 65 1181745184 21007888 1351108136 1048576 360448 4432 67109377 0 1024 134251520 1074005060 4352 1143209984 20480 2147484672 614809636 1082132024 168296960 1056769 20737 2147484193 2 2156134400 360448 1 3145728 6144 641 8650752 32768 0 2097152 4096 is_linear=0 shrinkage=0.01 Tree=22 num_leaves=57 num_cat=5 split_feature=0 1 3 1 3 0 3 0 0 7 1 2 6 3 3 25 4 0 5 2 4 2 1 13 1 5 25 5 3 6 15 7 25 0 2 25 1 7 2 0 2 7 26 5 9 1 2 17 25 4 4 0 6 0 11 26 split_gain=1.24644e+09 1.30793e+09 5.14369e+08 4.17913e+08 1.94895e+08 1.40185e+08 7.05499e+07 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796.16700000000014 1461.4925000000003 1874.1882800000003 1 1530.4632000000001 88.458000000000013 428.62725000000006 610.65000000000009 322.90600000000012 2 688.40820000000008 192.11889000000002 3 733.23400000000015 1.0000000180025095e-35 66.171000000000021 21.123000000000005 579.4525000000001 108.76150000000001 2022.5000000000002 234.36750000000004 383.33200000000005 115.42960000000001 957.78375000000017 96.243500000000026 4 508.16875000000005 267.13700000000006 62.935000000000002 43.728500000000004 65.403650000000013 311.45550000000009 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 9 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=3 10 -3 5 7 13 8 14 12 -8 55 15 43 22 34 17 24 29 46 27 28 36 26 45 -16 -20 53 35 54 -7 -30 -12 33 -17 48 -15 40 -38 44 -28 -9 49 -19 -6 -24 -22 -10 -43 -5 -21 -40 -36 -34 -1 -13 -2 right_child=1 2 -4 4 6 11 9 21 18 -11 31 20 -14 19 16 32 -18 42 25 41 23 -23 38 -25 -26 -27 39 -29 30 -31 -32 -33 52 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num_leaves=57 num_cat=9 split_feature=0 1 1 8 0 0 6 2 2 1 2 2 2 25 8 1 0 10 1 5 25 16 14 5 24 0 1 6 8 2 25 0 0 2 9 1 2 25 5 9 5 9 16 25 25 0 1 10 0 24 25 8 26 19 8 6 split_gain=1.22164e+09 1.2819e+09 4.09612e+08 2.30809e+08 1.79572e+08 1.37395e+08 1.13573e+08 1.16505e+08 4.48095e+07 4.21692e+07 4.11393e+07 3.65417e+07 2.88518e+07 2.15601e+07 1.86292e+07 1.59432e+07 1.31642e+07 1.31515e+07 1.09724e+07 1.07854e+07 1.04584e+07 9.91707e+06 1.10919e+07 9.25576e+06 7.99586e+06 7.41689e+06 7.33975e+06 6.08029e+06 5.91723e+06 6.43464e+06 5.8597e+06 8.16448e+06 5.64699e+06 5.62535e+06 5.34939e+06 5.31798e+06 4.96441e+06 4.76545e+06 4.71543e+06 4.84083e+06 4.58323e+06 4.34088e+06 4.17748e+06 3.65355e+06 3.53686e+06 3.46285e+06 3.2535e+06 3.21751e+06 2.8785e+06 2.86884e+06 2.55602e+06 2.50604e+06 2.30398e+06 1.82622e+06 1.55058e+06 1.54346e+06 threshold=2773.7250000000004 2779.5510000000008 494.77402000000006 1926.0125000000005 885.78750000000014 162.71250000000001 1913.0125000000005 957.78375000000017 1254.2925000000002 175.09550000000004 383.89096000000006 104.10200000000002 66.171000000000021 0 360.19070000000005 860.12500000000011 746.42750000000012 1274.5290000000002 74.649000000000015 483.99125000000009 1 675.22100000000012 5.6430000000000007 150.60000000000005 2 21.467000000000002 1891.4572200000002 428.62725000000006 903.726 778.91025000000013 3 688.40820000000008 227.58775000000003 1254.2925000000002 636.6312200000001 1097.7209 1800.6974500000001 4 1287.5327000000002 57.980000000000011 234.36750000000004 981.55950000000007 854.93650000000014 5 6 158.24500000000003 86.873535000000018 342.10875000000004 65.403650000000013 7 8 184.4657 2022.5000000000002 222.42400000000001 18.698000000000004 43.728500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 9 2 2 2 2 1 9 2 2 2 2 2 left_child=2 9 5 -3 6 12 11 -8 15 54 13 32 20 16 41 47 27 33 42 -10 38 22 -17 45 -18 50 34 -7 29 -11 31 -15 37 -16 -21 -25 -28 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435.02500000000003 88.910000000000011 426.00000000000006 460.16525000000007 403.46250000000003 508.16875000000005 267.13700000000006 621.21800000000007 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 9 -3 5 6 12 11 14 -9 34 16 24 23 28 -6 35 27 30 -19 33 36 42 -16 41 50 37 -11 44 40 -15 -13 -31 -30 -17 -2 54 49 -18 -29 -37 -8 47 -22 45 -7 -25 -28 -1 -43 -14 -5 -26 -38 -45 -12 right_child=1 2 -4 4 7 10 13 8 -10 26 15 17 20 29 22 19 25 18 -20 -21 21 -23 -24 43 51 -27 46 38 32 31 -32 -33 -34 -35 -36 39 52 -39 -40 -41 -42 48 -44 53 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 leaf_value=-0.10562230312515115 2.2860206508636476 29.265783997036159 92.582363374771617 0.54708574374728036 4.7088285575374487 0.45490216037634318 2.8680393527448178 12.101500437259674 34.662173528256623 20.331837962757458 0.96157178185326719 2.3471757310799428 0.1625630995553384 18.87055799865723 18.23081060254896 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leaf_count=317147 50 21 31 846 31 3628 64 20 23 22 175 450 6176 20 37 173 650 20 326 20 1254 31 22 10687 301 23 22 1715 149 30 150 34 39 33 23 344 1437 217 46 20 35 10874 352 2086 534 105 20 720 700 50 30 95 78 153 132 internal_value=0 25.1627 67.0122 -0.0134286 3.8128 -0.0423946 3.21611 15.428 24.1688 9.27821 1.26511 2.37351 -0.0710455 8.25355 11.2519 3.25849 1.00266 3.9174 5.4807 5.7163 0.476948 1.2797 14.6897 -0.0860514 1.22529 2.19251 15.151 0.823871 6.82328 13.1403 3.0159 11.3496 8.08239 4.97217 4.12945 2.43067 0.307189 2.02829 1.4203 3.24343 4.43226 -0.0972961 1.15836 0.198231 0.571514 0.118008 12.4373 -0.104267 0.0941593 0.179664 0.639936 2.52018 0.83126 0.584905 1.467 internal_weight=0 189 52 362282 2722 359560 2589 133 43 137 7710 2218 351850 371 90 897 6813 946 346 226 9378 1637 59 342472 1272 890 64 5923 287 84 600 64 188 206 73 671 7741 867 1761 364 99 329441 1606 13031 4162 10792 42 317867 11574 6226 876 396 1515 2239 307 internal_count=362471 189 52 362282 2722 359560 2589 133 43 137 7710 2218 351850 371 90 897 6813 946 346 226 9378 1637 59 342472 1272 890 64 5923 287 84 600 64 188 206 73 671 7741 867 1761 364 99 329441 1606 13031 4162 10792 42 317867 11574 6226 876 396 1515 2239 307 is_linear=0 shrinkage=0.01 Tree=25 num_leaves=58 num_cat=2 split_feature=0 1 3 0 1 1 4 3 1 6 0 3 1 0 5 1 8 3 4 5 3 0 7 0 1 1 6 5 0 9 26 7 3 9 3 24 0 7 4 11 4 7 7 5 7 9 1 6 24 1 3 1 0 0 8 3 3 split_gain=1.355e+09 1.39123e+09 4.03983e+08 3.96246e+08 2.01995e+08 9.51981e+07 6.52975e+07 5.72276e+07 4.43666e+07 4.0342e+07 3.59863e+07 2.83934e+07 2.5886e+07 2.22099e+07 2.33772e+07 2.11785e+07 1.46374e+07 1.31277e+07 1.22511e+07 1.17189e+07 1.08333e+07 1.07638e+07 1.28496e+07 1.00975e+07 9.89584e+06 9.63565e+06 9.46138e+06 9.26695e+06 8.6731e+06 8.5658e+06 8.39414e+06 7.63678e+06 8.86157e+06 6.56456e+06 2.84792e+07 6.00389e+06 2.06951e+07 7.07445e+06 5.03629e+06 5.02832e+06 4.40236e+06 4.32479e+06 3.85368e+06 3.82573e+06 3.79158e+06 3.74427e+06 3.70519e+06 3.6068e+06 3.18346e+06 2.61306e+06 2.42083e+06 2.11284e+06 1.78355e+06 1.63375e+06 1.62221e+06 1.4612e+06 1.00212e+06 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 346.24075000000011 860.12500000000011 262.36100000000005 1876.5445000000002 974.18930000000012 860.12500000000011 1118.3050000000001 59.720949999999995 507.85850000000005 138.62250000000003 988.99750000000006 2763.7525000000005 290.01425000000006 1128.2175000000002 1471.8415000000002 125.16240000000001 575.25150000000008 42.249750000000013 885.78750000000014 1.0000000180025095e-35 55.47025750000001 1461.4925000000003 1461.4925000000003 642.48675000000014 911.29109000000005 885.78750000000014 564.5870000000001 2022.5000000000002 512.23350000000016 1471.8415000000002 383.33200000000005 14.522500000000003 0 1266.1895000000002 96.224600000000009 558.69700000000012 23.3475 104.57750000000001 458.04858100000007 903.12057500000003 611.84520000000009 86.254000000000005 592.5680000000001 68.265000000000015 287.23380000000003 1 30.063412500000002 145.53000000000003 110.163324 1266.1895000000002 885.78750000000014 253.13250000000002 689.90820000000008 196.47460000000004 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 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=3 15 -3 5 9 10 11 21 -8 12 20 23 35 45 19 30 28 29 46 -15 33 27 52 44 -17 39 -24 55 -14 53 -2 40 -33 49 -35 36 -5 -37 -29 -13 -22 -25 -31 50 -7 54 48 -18 -12 -1 -20 -45 -23 -11 -9 -6 -48 right_child=1 2 -4 4 7 6 8 13 -10 17 18 25 16 14 -16 24 47 -19 43 -21 31 22 26 41 -26 -27 -28 38 -30 42 -32 32 -34 34 -36 37 -38 -39 -40 -41 -42 -43 -44 51 -46 -47 56 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 leaf_value=-0.10362949422927643 9.6952194238320377 34.689885040283201 91.646956021857989 1.6980142118524777 3.2240604926184786 0.53042807587787044 4.0051666297083317 8.0386928195045115 24.109100859505787 2.9249930576483409 0.79953754106228769 2.3975980711502909 2.3645527316910235 17.777292069886862 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20 1851 41 8055 11423 595 46 45 27 20 27 246 leaf_count=317178 39 20 33 229 139 2023 23 21 21 48 910 195 978 38 23 33 20 22 1080 77 10645 32 46 1077 29 32 45 21 298 24 38 201 22 823 47 1601 36 389 22 154 1541 103 20 59 375 20 1851 41 8055 11423 595 46 45 27 20 27 246 internal_value=0 26.5605 70.1537 -0.0120212 3.00238 -0.0482301 1.48527 8.51426 13.6002 2.1519 -0.0655355 1.35063 1.94594 12.8527 15.0738 9.93869 3.04842 7.39887 0.454155 13.2332 -0.0850566 6.2242 8.10885 1.07428 14.2887 3.94585 5.56486 4.70927 2.81965 6.08691 6.43609 0.205001 2.03886 -0.0959812 0.771518 1.29227 2.70399 1.08523 8.84655 3.4643 0.171442 1.83158 9.5897 1.22413 0.701628 7.82789 0.330257 7.83392 0.241743 -0.0982779 1.10806 3.07579 11.1154 4.03193 6.09751 3.63756 0.708669 internal_weight=0 192 53 363034 4309 358725 4003 576 44 3733 354722 3959 3592 199 138 139 1337 141 12842 115 341880 377 168 3578 62 381 91 209 1276 119 77 12409 223 329471 870 2255 265 1990 43 349 12186 1180 44 1780 2398 61 11062 61 8965 328601 1675 105 77 75 41 166 2097 internal_count=363226 192 53 363034 4309 358725 4003 576 44 3733 354722 3959 3592 199 138 139 1337 141 12842 115 341880 377 168 3578 62 381 91 209 1276 119 77 12409 223 329471 870 2255 265 1990 43 349 12186 1180 44 1780 2398 61 11062 61 8965 328601 1675 105 77 75 41 166 2097 cat_boundaries=0 1 2 cat_threshold=2 2 is_linear=0 shrinkage=0.01 Tree=26 num_leaves=58 num_cat=3 split_feature=0 1 3 0 1 1 6 3 6 0 3 1 0 5 1 8 3 4 5 3 0 7 0 1 6 24 1 5 0 9 26 7 3 1 9 3 24 0 7 4 4 7 5 9 1 6 24 11 7 1 3 1 0 0 8 3 3 split_gain=1.32803e+09 1.36355e+09 3.95944e+08 3.8836e+08 1.97975e+08 9.33036e+07 6.42919e+07 5.60888e+07 3.95392e+07 3.52712e+07 3.16648e+07 2.53709e+07 2.17679e+07 2.2912e+07 2.07571e+07 1.43461e+07 1.28664e+07 1.20071e+07 1.14857e+07 1.06177e+07 1.05496e+07 1.25939e+07 1.02904e+07 9.69892e+06 9.2731e+06 9.16625e+06 3.02303e+07 9.08254e+06 8.50051e+06 8.39534e+06 8.2271e+06 7.48481e+06 8.68523e+06 7.32759e+06 6.43393e+06 2.79125e+07 5.88441e+06 2.02833e+07 6.93366e+06 4.93607e+06 4.31475e+06 3.77699e+06 3.7496e+06 3.66976e+06 3.63129e+06 3.53503e+06 3.12097e+06 3.09131e+06 3.08058e+06 2.56106e+06 2.37936e+06 2.07079e+06 1.74806e+06 1.60124e+06 1.58993e+06 1.43213e+06 984655 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 346.24075000000011 860.12500000000011 262.36100000000005 2871.8940000000007 974.18930000000012 1118.3050000000001 59.720949999999995 507.85850000000005 138.62250000000003 988.99750000000006 2763.7525000000005 290.01425000000006 1128.2175000000002 1471.8415000000002 125.16240000000001 575.25150000000008 42.249750000000013 885.78750000000014 1.0000000180025095e-35 32.114000000000004 1461.4925000000003 642.48675000000014 0 1097.7209 911.29109000000005 885.78750000000014 564.5870000000001 2022.5000000000002 512.23350000000016 1471.8415000000002 1097.7209 383.33200000000005 14.522500000000003 1 1266.1895000000002 96.224600000000009 558.69700000000012 104.57750000000001 903.12057500000003 611.84520000000009 592.5680000000001 68.265000000000015 287.23380000000003 2 53.11938 86.254000000000005 30.063412500000002 426.62850000000009 110.163324 1266.1895000000002 885.78750000000014 253.13250000000002 689.90820000000008 745.12500000000011 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 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=3 14 -3 5 8 9 10 20 11 19 22 36 43 18 30 28 29 44 -14 34 27 52 48 -16 -23 26 -12 55 -13 53 -2 40 -33 -24 49 -36 37 -5 -38 -29 -21 -31 50 54 46 -17 -11 -27 -7 -1 -19 -44 -22 -10 -9 -6 -46 right_child=1 2 -4 4 7 6 -8 12 16 17 25 15 13 -15 23 45 -18 42 -20 31 21 24 33 -25 -26 47 -28 39 -30 41 -32 32 -34 -35 35 -37 38 -39 -40 -41 -42 -43 51 -45 56 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 leaf_value=-0.10259319771251008 9.5982672070234258 34.342986890792844 90.730485713843137 1.6810340715443723 3.1918199000598713 0.51550763536673838 19.354860993385316 7.9583060272534691 2.8957431562741598 0.79162907195188426 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1238 29 45 147 21 21 298 24 38 201 22 111 823 47 1601 36 389 22 1541 20 59 20 2077 41 8055 125 330 11423 181 46 45 27 20 27 20 leaf_count=317178 39 20 33 229 139 1910 20 21 48 910 101 978 38 23 33 20 22 1494 77 10645 32 46 1238 29 45 147 21 21 298 24 38 201 22 111 823 47 1601 36 389 22 1541 20 59 20 2077 41 8055 125 330 11423 181 46 45 27 20 27 20 internal_value=0 26.2949 69.4522 -0.0119007 2.97236 -0.0477475 1.47042 8.42912 2.13038 -0.0648799 1.38062 1.92648 12.7242 14.9231 9.8393 3.01794 7.32488 0.449621 13.1009 -0.0842061 6.16196 8.02776 1.08519 14.1458 5.50922 4.07167 6.39656 4.66217 2.79145 6.02604 6.37172 0.202951 2.01847 1.77519 -0.0950214 0.763803 1.27935 2.67695 1.07438 8.75808 0.169727 9.4938 1.21189 7.74961 0.326964 7.75558 0.239337 2.69465 0.669654 -0.0972952 1.09698 3.04503 11.0042 3.99161 6.03653 3.60119 0.701582 internal_weight=0 192 53 363034 4309 358725 4003 576 3733 354722 3983 3592 199 138 139 1337 141 12842 115 341880 377 168 3589 62 91 394 122 209 1276 119 77 12409 223 1349 329471 870 2255 265 1990 43 12186 44 1780 61 11062 61 8965 272 2240 328601 1675 105 77 75 41 166 2097 internal_count=363226 192 53 363034 4309 358725 4003 576 3733 354722 3983 3592 199 138 139 1337 141 12842 115 341880 377 168 3589 62 91 394 122 209 1276 119 77 12409 223 1349 329471 870 2255 265 1990 43 12186 44 1780 61 11062 61 8965 272 2240 328601 1675 105 77 75 41 166 2097 cat_boundaries=0 1 2 3 cat_threshold=2336 2 2 is_linear=0 shrinkage=0.01 Tree=27 num_leaves=53 num_cat=9 split_feature=0 1 3 0 2 1 1 4 1 3 0 25 3 1 3 1 2 0 2 2 0 1 1 11 24 0 3 5 25 25 26 24 10 2 4 1 8 25 11 10 0 8 6 24 5 25 7 1 10 6 4 25 split_gain=1.30161e+09 1.33641e+09 3.88065e+08 3.80632e+08 1.96991e+08 9.14468e+07 7.2189e+07 6.36227e+07 4.32776e+07 3.75582e+07 3.45703e+07 3.08132e+07 2.72255e+07 2.17579e+07 2.04815e+07 2.0344e+07 1.56696e+07 1.517e+07 1.28375e+07 1.13106e+07 1.05916e+07 9.50591e+06 9.34955e+06 9.12534e+06 9.08971e+06 8.88667e+06 8.87941e+06 8.60849e+06 8.40563e+06 8.21096e+06 8.06338e+06 7.60483e+06 7.09663e+06 4.47501e+07 6.41038e+06 5.922e+06 5.09479e+06 5.09143e+06 4.88308e+06 4.71215e+06 4.64071e+06 4.07424e+06 3.99716e+06 3.84224e+06 3.55145e+06 3.10141e+06 2.70327e+06 2.22351e+06 1.92357e+06 1.71115e+06 1.64094e+06 1.2703e+06 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 346.24075000000011 1092.7150000000004 262.36100000000005 860.12500000000011 1876.5445000000002 860.12500000000011 2692.2960000000003 59.720949999999995 0 507.85850000000005 1461.4925000000003 1278.9218000000003 290.01425000000006 122.75355000000002 885.78750000000014 365.68050000000005 27.046500000000005 1114.9175000000002 1461.4925000000003 1461.4925000000003 1602.5343235000003 1 1114.9175000000002 642.60925000000009 228.71120000000002 2 3 2022.5000000000002 4 241.39650000000003 33.138522500000001 586.56060000000014 1461.4925000000003 1128.2175000000002 5 23.3475 77.548000000000016 1836.963 321.9405000000001 987.12000000000012 6 1287.5327000000002 7 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44 4541 92 256974 215 1197 38 35 55 768 internal_value=0 26.032 68.7577 -0.0117814 2.94263 -0.0472698 2.27865 1.45572 13.4143 9.82776 -0.0642308 1.83652 1.32281 8.74642 6.43325 9.74091 1.0522 2.64495 0.445133 -0.083364 7.10768 14.0043 3.86409 5.46252 4.24045 12.015 12.663 2.18322 -0.0964528 0.382495 6.30801 5.01786 0.169398 1.40407 0.13525 18.9921 14.2455 0.620239 3.38974 5.50061 9.86527 2.04105 2.06605 0.672151 0.0894537 -0.11036 0.749655 0.15252 3.88603 1.70584 1.58573 0.569179 internal_weight=0 192 53 363034 4309 358725 3930 4003 44 379 354722 3552 3959 339 378 139 3578 2019 12842 341880 239 62 381 322 466 56 100 1553 325048 12357 77 301 16832 453 16379 40 78 2509 349 151 88 485 1069 5453 22624 302424 1533 6904 96 250 389 1283 internal_count=363226 192 53 363034 4309 358725 3930 4003 44 379 354722 3552 3959 339 378 139 3578 2019 12842 341880 239 62 381 322 466 56 100 1553 325048 12357 77 301 16832 453 16379 40 78 2509 349 151 88 485 1069 5453 22624 302424 1533 6904 96 250 389 1283 cat_boundaries=0 6 7 13 19 20 25 26 33 39 cat_threshold=213157376 142607872 67113232 1077936128 2113536 2 6 1611661312 360452 268435521 1180893488 4230656 1352664104 135300608 134513732 67113296 1074037248 6291520 1024 28 135299712 1074004992 167776592 1077936128 2113536 18 2147516420 64 2156993684 2148558336 285225088 537395779 1 65540 1073741892 135790656 33554433 5120 2147483744 is_linear=0 shrinkage=0.01 Tree=28 num_leaves=53 num_cat=5 split_feature=0 1 3 0 2 1 1 4 1 3 0 25 3 1 3 1 2 0 2 2 0 9 2 1 1 11 0 3 5 25 25 26 8 4 9 9 9 0 25 11 0 8 5 4 0 25 5 1 4 10 4 8 split_gain=1.2757e+09 1.30982e+09 3.80342e+08 3.73184e+08 1.93043e+08 8.96311e+07 7.08294e+07 6.23562e+07 4.24163e+07 3.68108e+07 3.38842e+07 3.02132e+07 2.66829e+07 2.13249e+07 2.00536e+07 1.99391e+07 1.53566e+07 1.48992e+07 1.25818e+07 1.10855e+07 1.03808e+07 1.02288e+07 3.56196e+07 9.31674e+06 9.1635e+06 8.93446e+06 8.70983e+06 8.70271e+06 8.43718e+06 8.23836e+06 8.0486e+06 7.90292e+06 6.94724e+06 6.41593e+06 5.92044e+06 5.80393e+06 5.5297e+06 5.48523e+06 4.99116e+06 4.78591e+06 4.54836e+06 3.99316e+06 3.48078e+06 3.32163e+06 3.26788e+06 3.07994e+06 2.56241e+06 2.17926e+06 2.13594e+06 1.88529e+06 1.60828e+06 1.50643e+06 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 346.24075000000011 1092.7150000000004 262.36100000000005 860.12500000000011 1876.5445000000002 860.12500000000011 2692.2960000000003 59.720949999999995 0 507.85850000000005 1461.4925000000003 1278.9218000000003 290.01425000000006 122.75355000000002 885.78750000000014 365.68050000000005 27.046500000000005 1114.9175000000002 383.33200000000005 39.171500000000002 1461.4925000000003 1461.4925000000003 1602.5343235000003 1114.9175000000002 642.60925000000009 228.71120000000002 1 2 2022.5000000000002 1128.2175000000002 678.56500000000017 787.73500000000001 564.5870000000001 636.6312200000001 803.13700000000006 3 23.3475 1836.963 321.9405000000001 1287.5327000000002 125.16240000000001 162.71250000000001 4 25.669000000000004 63.074000000000005 251.29000000000005 294.59875000000005 451.28900000000004 514.22900000000016 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 9 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=3 15 -3 5 6 10 11 12 -9 13 19 17 16 20 25 31 38 28 30 29 35 33 -23 -17 39 37 -16 -15 -5 42 43 -2 -19 -21 -11 -6 -29 -8 -7 -14 -22 50 -1 -12 -18 -31 48 -32 -13 -43 -20 -48 right_child=1 2 -4 4 9 7 14 8 -10 34 18 46 24 27 26 23 44 32 41 21 40 22 -24 -25 -26 -27 -28 36 -30 45 47 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 49 -44 -45 -46 -47 51 -49 -50 -51 -52 -53 leaf_value=0.080672407002981977 9.4072619061592295 33.659561803817752 88.924951421564273 1.6854369415150086 4.1883984306816746 1.1456465376527381 3.703933543033898 3.8983547659542253 23.55545076097761 22.649430496215817 0.54986842975744743 0.41739543845468668 2.3151771216759314 6.9816393401406032 7.6585530921129079 17.498246687686805 1.6783436591216336 3.8522344870882632 1.3089495931485455 0.12026797275710614 11.118978041878114 14.62945412454151 1.0362855609756836 9.7291263465223636 8.9470504802465438 11.717545362200056 15.566276914278667 11.507925939321517 3.3028501789992437 -0.034517977230057832 0.069846554554437945 2.9993728416844418 8.4848508249010361 2.4409560792843501 14.954992919921875 8.5029057827862822 16.834846303839434 6.4092077043124132 0.23579870727820176 4.6735761191163743 5.9447186047097906 2.7128583493212175 2.0297502716144793 1.1881380711826108 2.8782470530216848 -0.12288921036001794 1.3072936864845586 0.53915021415510422 2.0023372579139211 5.5784811445913816 3.1543957795229822 3.5342337196013505 leaf_weight=22532 39 20 33 1096 107 1028 160 23 21 20 4455 1122 195 22 26 33 742 431 334 16456 65 21 235 29 32 21 30 40 457 46661 5707 38 35 120 20 44 38 141 1481 154 23 58 92 998 327 255763 285 1197 92 38 55 34 leaf_count=22532 39 20 33 1096 107 1028 160 23 21 20 4455 1122 195 22 26 33 742 431 334 16456 65 21 235 29 32 21 30 40 457 46661 5707 38 35 120 20 44 38 141 1481 154 23 58 92 998 327 255763 285 1197 92 38 55 34 internal_value=0 25.7717 68.0701 -0.0116568 2.91371 -0.0467962 2.25641 1.44119 13.2802 9.72948 -0.0635881 1.81847 1.30962 8.65896 6.37171 9.6435 1.04172 2.61899 0.440696 -0.0825304 7.0366 0.167704 2.15135 13.8643 3.82545 5.41117 11.8948 12.5364 2.16139 -0.0954883 0.378684 6.24493 4.20018 0.137068 18.8022 5.44561 14.1031 4.97119 0.614092 3.35585 9.76661 2.02064 0.0885591 0.665463 2.04539 -0.109256 0.742239 0.150995 0.537506 3.84717 1.56987 1.54465 internal_weight=0 192 53 363034 4309 358725 3930 4003 44 379 354722 3552 3959 339 378 139 3578 2019 12842 341880 239 16832 256 62 381 322 56 100 1553 325048 12357 77 466 16576 40 151 78 301 2509 349 88 485 22624 5453 1069 302424 1533 6904 1214 96 389 319 internal_count=363226 192 53 363034 4309 358725 3930 4003 44 379 354722 3552 3959 339 378 139 3578 2019 12842 341880 239 16832 256 62 381 322 56 100 1553 325048 12357 77 466 16576 40 151 78 301 2509 349 88 485 22624 5453 1069 302424 1533 6904 1214 96 389 319 cat_boundaries=0 6 12 18 23 30 cat_threshold=213157376 142607872 67113232 1077936128 2113536 2 1611661312 360452 268435521 1180893488 4230656 1352664104 135300608 134513732 67113296 1074037248 6291520 1024 135299712 1074004992 167776592 1077936128 2113536 2147516548 64 2156993684 2148558336 285224960 537395779 1 is_linear=0 shrinkage=0.01 Tree=29 num_leaves=59 num_cat=7 split_feature=1 3 1 13 3 9 2 2 2 3 3 5 1 25 1 9 9 2 25 1 2 1 4 25 12 25 3 7 7 2 13 10 9 16 18 3 9 2 2 6 24 10 25 2 7 12 6 12 4 5 17 2 3 6 25 1 10 2 split_gain=1.19522e+09 1.05699e+09 3.4174e+08 2.29178e+08 2.0157e+08 8.28227e+07 6.49263e+07 5.42358e+07 2.96988e+07 2.52316e+07 2.01268e+07 1.98074e+07 1.81148e+07 1.76969e+07 1.59222e+07 1.42075e+07 4.15767e+07 1.36958e+07 1.24814e+07 1.21823e+07 1.16212e+07 9.92424e+06 9.82465e+06 8.56665e+06 7.57466e+06 6.65937e+06 6.41972e+06 6.2726e+06 5.83779e+06 4.93381e+06 4.68023e+06 4.5133e+06 4.4978e+06 7.74032e+06 4.45234e+06 4.3598e+06 4.30359e+06 4.2991e+06 4.21444e+06 3.90998e+06 3.81386e+06 3.75109e+06 3.48556e+06 3.46769e+06 3.41766e+06 3.74292e+06 3.15139e+06 3.07246e+06 2.72261e+06 2.67314e+06 2.4481e+06 2.24578e+06 2.01187e+06 1.92756e+06 1.67563e+06 1.24928e+06 1.21387e+06 1.2004e+06 threshold=2779.5510000000008 2692.2960000000003 270.00500000000005 85.365000000000009 1278.9218000000003 2724.2674800000009 266.08684 117.57500000000002 1800.6974500000001 339.65625000000006 476.54200000000009 14.489570000000002 26.307400000000005 0 1097.7209 383.33200000000005 406.08214000000004 187.69100000000003 1 786.48464000000001 365.68050000000005 860.12500000000011 558.69700000000012 2 1280.6000000000004 3 125.02591500000001 192.93375 903.12057500000003 1092.7150000000004 236.29600000000002 1797.2975000000001 787.73500000000001 138.70500000000004 692.93500000000006 101.14250000000001 1279.0000000000002 778.91025000000013 2593.0505000000003 797.20500000000004 4 741.05500000000018 5 26.254000000000001 75.853500000000011 787.1346400000001 685.98275000000012 52.282500000000006 308.63840000000005 611.84520000000009 428.12125000000009 669.1825 1107.1660000000004 456.19875000000008 6 4.2190000000000012 686.95125000000019 2593.0505000000003 decision_type=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 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=2 11 7 -3 6 8 13 12 21 22 24 17 18 19 29 26 -17 -2 31 43 -13 37 25 -21 34 38 42 51 -10 -12 -16 40 50 -34 -8 56 -22 -6 -9 -23 -1 49 -14 -4 54 -46 -37 -33 -28 -24 -29 52 -11 -18 -20 -53 -15 -27 right_child=1 3 4 -5 5 -7 10 9 28 27 14 20 15 35 30 16 53 -19 44 23 36 39 41 -25 -26 57 48 32 -30 -31 -32 47 33 -35 -36 46 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 55 -54 -55 -56 -57 -58 -59 leaf_value=0.27115017360750826 11.891762566460505 47.121287462870278 1.1078046892553368 90.822781768798833 3.5632484104322351 29.683960464114236 2.7189735576271885 0.76138772709235347 12.363352524194962 1.1247594470054691 3.8082474870717484 1.0835473369416737 0.31843366154992614 0.28945685337585531 10.280518157122886 16.482224308967591 0.92681297947378727 21.837312459945679 -0.039854544611570876 1.8851490764830596 7.4340186932881673 11.202583047303287 1.6440976125032476 5.2491201804810101 7.7231175515145969 0.17006623883880193 0.69893236083265953 2.5730894352945626 18.348161653791156 6.6531025802032859 6.1217304007951601 5.4738888659844029 10.252414042949678 2.5132086099897113 6.3026580005221904 1.353155825589704 13.256996933330191 7.9516592990990844 4.9658895504474643 7.338775004196167 0.027157064345009196 6.5296665373302645 0.026485791728966653 2.0898481220259941 0.15833009392839489 4.495031096458435 5.2774462249062273 0.2604966249465942 2.114521028352411 4.5433085313596226 5.6393204360994797 1.6254488215239153 3.0408303715690734 3.3424309727040731 -0.12028420201499726 3.7351716881328163 2.7708777589797973 2.5128664961728182 leaf_weight=7885 45 30 745 20 69 21 937 3581 39 421 267 21 7145 1378 73 20 170 20 28857 203 30 55 195 170 33 3712 1280 255 28 79 43 26 24 28 36 293 22 33 24 50 34016 21 9564 695 4052 20 22 20 152 38 29 46 63 41 255970 72 20 22 leaf_count=7885 45 30 745 20 69 21 937 3581 39 421 267 21 7145 1378 73 20 170 20 28857 203 30 55 195 170 33 3712 1280 255 28 79 43 26 24 28 36 293 22 33 24 50 34016 21 9564 695 4052 20 22 20 152 38 29 46 63 41 255970 72 20 22 internal_value=0 25.2096 -0.011101 64.6019 2.51223 10.5445 2.03776 -0.0484062 9.07762 0.739368 3.80487 10.937 -0.0676506 1.30204 5.5327 0.237984 2.70235 14.9519 -0.0846227 1.98801 7.36204 7.20459 0.548222 3.60959 3.01137 0.481303 0.206604 2.28668 14.8645 4.4578 8.7389 0.0765619 3.38127 6.08515 2.85157 0.561154 9.89759 4.98303 0.787195 9.36267 0.0731433 2.48176 0.151533 1.58178 -0.108025 0.17963 1.62723 3.2072 0.84919 2.11693 2.88619 1.67575 1.37417 1.3962 -0.112141 2.91274 0.324956 0.183378 internal_weight=0 188 363038 50 5289 295 4994 357749 274 8531 1468 138 349218 3526 462 18372 231 65 330846 1813 73 207 7593 373 1006 7339 18141 938 67 346 116 41947 336 52 973 1713 52 102 3605 105 41901 254 16709 1440 288899 4072 315 46 1432 233 284 602 484 211 284827 118 1398 3734 internal_count=363226 188 363038 50 5289 295 4994 357749 274 8531 1468 138 349218 3526 462 18372 231 65 330846 1813 73 207 7593 373 1006 7339 18141 938 67 346 116 41947 336 52 973 1713 52 102 3605 105 41901 254 16709 1440 288899 4072 315 46 1432 233 284 602 484 211 284827 118 1398 3734 cat_boundaries=0 6 12 18 24 25 31 38 cat_threshold=145786368 1207960576 4432 1073807360 2113536 1032 1074823168 360452 4161 1181810992 4230145 1352664104 134250496 134217728 4096 0 2097152 1024 2352252416 327748 134746384 1073742337 2113536 1056 3 11634304 134251588 1053528 1141932032 2101376 32 2684354564 1073741888 2425424916 2147640320 285225600 537395779 1 is_linear=0 shrinkage=0.01 Tree=30 num_leaves=58 num_cat=4 split_feature=0 1 3 0 1 1 4 3 3 0 25 0 8 5 1 1 0 1 4 13 22 8 5 6 3 9 3 9 4 6 19 25 8 25 3 3 6 0 10 5 4 3 1 26 8 20 3 25 4 8 5 10 1 9 26 10 7 split_gain=1.22753e+09 1.40366e+09 5.91011e+08 3.87324e+08 1.55119e+08 1.25714e+08 1.07891e+08 5.54851e+07 5.22572e+07 3.16599e+07 2.96309e+07 2.18986e+07 2.11327e+07 1.53285e+07 1.48808e+07 1.43182e+07 1.61946e+07 1.42675e+07 1.43117e+07 1.36741e+07 1.09765e+07 1.07345e+07 1.02972e+07 1.00237e+07 9.22598e+06 1.13534e+07 5.53602e+07 8.69312e+06 7.45157e+06 9.51194e+06 7.28205e+06 7.13413e+06 6.91299e+06 6.81509e+06 6.75458e+06 6.42869e+06 5.63279e+06 5.5999e+06 5.33391e+06 5.15612e+06 4.64395e+06 4.08243e+06 3.39208e+06 3.24539e+06 8.16872e+06 3.1781e+06 2.93278e+06 2.48095e+06 1.91504e+06 1.74936e+06 1.71484e+06 1.57918e+06 1.57219e+06 1.56886e+06 940998 689496 665216 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 591.40200000000016 860.12500000000011 138.62250000000003 2632.2792750000003 974.18930000000012 476.54200000000009 87.006000000000014 0 103.32460000000002 1329.5732400000002 1.8942000000000003 290.01425000000006 1891.4572200000002 1114.9175000000002 1461.4925000000003 195.67150000000001 1099.5287500000002 8.6540000000000017 170.41250000000002 511.91625000000005 415.75000000000006 14.522500000000003 383.33200000000005 25.116000000000003 76.418577500000012 417.12564900000007 738.75250000000005 380.04000000000002 1 261.13200000000006 2 2692.2960000000003 214.42080000000001 797.20500000000004 1114.9175000000002 1528.9670000000003 6.9530000000000003 480.16275000000002 152.59975000000003 1097.7209 2022.5000000000002 28.695750000000004 16.252921000000004 426.62850000000009 3 156.88500000000002 1926.0125000000005 992.2919965000001 543.30775000000006 51.897000000000013 156.72000000000003 2022.5000000000002 459.91795000000008 108.76150000000001 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 9 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 left_child=3 14 -3 5 10 9 8 13 11 24 12 32 19 41 43 22 -17 30 -19 20 -5 33 -9 -13 31 34 -27 -18 -16 -30 -10 49 -7 46 -26 55 -37 -14 -24 52 50 42 -6 -2 -45 53 -11 -33 -35 -1 -23 -42 56 -41 -54 -15 -12 right_child=1 2 -4 4 7 6 -8 15 17 21 39 23 37 35 28 16 27 18 -20 -21 -22 40 38 -25 25 26 -28 -29 29 -31 -32 47 -34 48 -36 36 -38 -39 -40 45 51 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 -53 54 -55 -56 -57 -58 leaf_value=0.077893357838648369 8.2607771926048468 31.537941985752273 99.417102463820882 3.2728711313233441 14.778420913100243 0.40301355796068344 22.313815377553308 17.192131274541218 2.873156023900878 0.90566464183148354 0.38824096908726669 1.3892732865859945 6.7256488739013678 0.62310826672957498 17.658583456993103 24.436346514328665 9.5932654224742553 15.100032946586609 4.6954492129423686 10.565661923885346 9.3245052928309295 1.249340403681739 7.701121769623553 3.3108939270075326 0.078080490905257746 18.137546825170517 0.88151691828374612 17.993327200753349 5.6915671406621513 14.370705021449499 7.0201991110907658 -0.038746631643129914 1.8136628227240297 0.21969510370566903 4.4745070723124911 4.3306188953095592 8.8782296681933932 13.237118165663309 13.763162943522136 1.3529232726413378 3.0128495529294015 7.0336055342356358 9.8115645066174597 -0.12477721078055246 8.8050781183242801 5.8560350135520656 2.871784114122391 -0.12178096427022091 0.81899059272622898 2.4551867601948398 4.086115530187433 6.1294482453664152 2.7531175254474989 3.3565445172236514 0.80324258115556502 3.0928029506206514 2.2577110710144046 leaf_weight=20767 39 23 29 904 20 5253 24 24 717 1469 394 2045 25 26 20 23 22 20 39 28 31 679 47 313 22684 20 264 28 23 28 45 41887 372 6482 35 69 45 28 21 98 72 33 44 21 20 27 80 256704 581 31 22 21 55 65 45 20 20 leaf_count=20767 39 23 29 904 20 5253 24 24 717 1469 394 2045 25 26 20 23 22 20 39 28 31 679 47 313 22684 20 264 28 23 28 45 41887 372 6482 35 69 45 28 21 98 72 33 44 21 20 27 80 256704 581 31 22 21 55 65 45 20 20 internal_value=0 24.5841 69.3936 -0.0132495 4.22651 -0.0384322 1.1402 9.6594 1.08248 -0.0680088 2.89356 0.835411 3.9789 6.75399 9.15304 14.1848 17.4918 3.48488 8.22243 3.67972 3.47351 0.504348 11.5608 1.64435 -0.0837323 0.109693 2.09673 14.2973 12.4853 10.4566 3.11806 -0.0976631 0.496304 0.401772 0.0848535 4.85244 6.12573 10.1657 9.57322 1.25289 1.61693 9.89058 11.3637 6.19564 4.23125 2.67829 1.00075 -0.110134 0.268613 0.0813976 1.33837 3.7166 0.750367 2.15191 1.87567 1.69689 0.478554 internal_weight=0 203 52 362768 2142 360626 8828 422 8804 351798 1720 7983 1016 257 151 165 73 821 59 963 935 9406 92 2358 342392 23003 284 50 71 51 762 319389 5625 8612 22719 160 114 53 68 704 794 97 64 80 41 190 1549 298591 7063 20798 701 93 514 163 100 46 414 internal_count=362971 203 52 362768 2142 360626 8828 422 8804 351798 1720 7983 1016 257 151 165 73 821 59 963 935 9406 92 2358 342392 23003 284 50 71 51 762 319389 5625 8612 22719 160 114 53 68 704 794 97 64 80 41 190 1549 298591 7063 20798 701 93 514 163 100 46 414 cat_boundaries=0 6 12 18 24 cat_threshold=135300608 134217728 4368 1073741824 2113536 2147484674 3222274048 98308 65601 1181745440 272666112 278943272 1084416 134479872 67109200 4194304 0 32 536903812 1310800 276830340 484352 16789649 1611661379 is_linear=0 shrinkage=0.01 Tree=31 num_leaves=57 num_cat=8 split_feature=0 1 3 0 2 1 4 3 1 0 3 3 1 2 0 25 6 1 8 0 1 4 2 9 2 2 8 2 24 25 6 4 7 2 8 25 9 9 4 25 7 2 8 4 24 2 3 26 8 25 7 4 4 5 9 25 split_gain=1.2031e+09 1.37573e+09 5.7925e+08 3.79616e+08 1.6289e+08 1.23311e+08 1.02568e+08 4.66095e+07 3.97877e+07 3.92088e+07 3.39243e+07 2.42539e+07 2.12753e+07 2.10641e+07 1.92124e+07 1.90941e+07 1.73991e+07 1.45847e+07 1.44183e+07 1.25199e+07 1.24588e+07 1.40269e+07 1.16911e+07 9.9182e+06 3.73608e+07 9.70818e+06 8.81927e+06 8.1615e+06 8.11582e+06 7.57429e+06 7.4826e+06 7.30329e+06 9.39317e+06 7.15865e+06 1.1784e+07 6.92735e+06 6.88524e+06 6.35302e+06 6.20292e+06 6.0366e+06 5.69374e+06 5.99218e+06 5.26938e+06 4.42978e+06 4.37734e+06 4.32936e+06 3.87879e+06 3.18081e+06 8.00617e+06 2.59586e+06 2.58827e+06 2.45114e+06 2.18169e+06 2.11056e+06 1.82978e+06 1.00828e+06 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 591.40200000000016 957.78375000000017 194.40750000000003 2632.2792750000003 507.85850000000005 860.12500000000011 87.006000000000014 870.71080000000018 1278.9218000000003 1891.4572200000002 72.034000000000006 1114.9175000000002 0 15.898500000000002 290.01425000000006 170.41250000000002 1114.9175000000002 1461.4925000000003 195.67150000000001 27.046500000000005 383.33200000000005 42.234000000000002 383.89096000000006 1329.5732400000002 94.890920000000008 1 2 889.19240000000013 417.12564900000007 759.38475000000005 1800.6974500000001 31.362500000000004 3 981.55950000000007 679.93910000000005 117.58985000000001 4 1.0000000180025095e-35 23.321000000000002 576.55500000000018 107.26800000000001 5 1254.2925000000002 196.47460000000004 2022.5000000000002 28.695750000000004 6 543.29875000000015 161.29750000000004 480.16275000000002 1530.4632000000001 119.5475 7 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 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 9 left_child=3 17 -3 5 8 9 7 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2.12682 7.20877 internal_weight=0 203 49 362768 2539 360229 6435 6412 2172 353794 367 171 1358 154 76 1757 78 62 196 109 62 15737 1275 874 401 4655 83 338057 353 134 84 1404 61 49 309641 3389 40 42 12348 814 9635 28416 243 3039 1277 350 3378 28173 11737 300006 611 50 163 48 41 651 67 40 584 143 40 internal_count=362971 203 49 362768 2539 360229 6435 6412 2172 353794 367 171 1358 154 76 1757 78 62 196 109 62 15737 1275 874 401 4655 83 338057 353 134 84 1404 61 49 309641 3389 40 42 12348 814 9635 28416 243 3039 1277 350 3378 28173 11737 300006 611 50 163 48 41 651 67 40 584 143 40 cat_boundaries=0 6 11 12 18 19 25 26 cat_threshold=137676288 134217732 67113216 1073807360 2113536 2147483650 1083392 134479872 67113296 1077936128 128 38 3230662656 360452 65 1181827104 4230656 278942760 22 536903812 64 277944964 402688 285221009 1611661891 2945 is_linear=0 shrinkage=0.01 Tree=33 num_leaves=58 num_cat=7 split_feature=0 1 3 0 2 1 4 3 1 3 0 3 2 1 0 25 6 1 1 4 0 6 2 2 9 2 24 7 2 0 4 7 2 25 9 10 9 0 25 4 7 2 5 4 3 24 26 7 25 9 1 5 25 4 10 10 4 split_gain=1.15569e+09 1.33265e+09 5.5732e+08 3.64987e+08 1.5641e+08 1.19381e+08 1.02402e+08 4.94625e+07 3.86678e+07 3.25714e+07 2.96846e+07 2.34355e+07 2.28281e+07 2.06362e+07 1.86758e+07 1.84006e+07 1.67467e+07 1.39001e+07 1.36531e+07 1.37841e+07 1.21293e+07 1.04948e+07 9.67511e+06 9.34352e+06 9.32369e+06 3.67055e+07 8.82411e+06 1.08183e+07 7.8466e+06 7.58816e+06 7.36989e+06 9.01331e+06 6.97588e+06 6.67295e+06 6.66155e+06 6.41134e+06 6.22911e+06 6.22238e+06 5.71673e+06 5.60383e+06 5.57899e+06 5.86682e+06 4.19139e+06 3.90651e+06 3.79059e+06 3.3893e+06 2.89451e+06 2.51298e+06 2.40685e+06 2.20668e+06 2.2006e+06 2.05065e+06 1.67544e+06 1.56409e+06 1.53148e+06 1.42676e+06 807522 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 591.40200000000016 957.78375000000017 138.62250000000003 2632.2792750000003 476.54200000000009 860.12500000000011 870.71080000000018 87.006000000000014 1278.9218000000003 119.85500000000002 1891.4572200000002 1114.9175000000002 0 15.898500000000002 290.01425000000006 1461.4925000000003 195.67150000000001 1114.9175000000002 1295.575 27.046500000000005 234.02750000000003 383.33200000000005 44.55660000000001 1 192.93375 669.1825 1266.1895000000002 417.12564900000007 759.38475000000005 1800.6974500000001 2 981.55950000000007 519.72350000000017 679.93910000000005 55.47025750000001 3 117.58985000000001 1.0000000180025095e-35 23.321000000000002 25.669000000000004 128.56546000000003 196.47460000000004 4 2022.5000000000002 543.29875000000015 5 787.73500000000001 117.95700000000001 1530.4632000000001 6 586.56060000000014 57.533522000000012 67.593000000000004 267.13700000000006 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 1 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 1 2 2 9 2 2 2 9 2 2 2 2 left_child=3 17 -3 5 8 10 7 12 15 16 22 40 37 32 -15 26 20 46 28 -20 -6 -14 33 38 39 -26 29 -28 -9 -5 -19 -32 36 51 47 -34 -11 -7 45 -24 41 -10 56 54 -42 -12 -2 -18 -35 -16 -45 -1 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278943272 135302144 134479936 67109200 4194304 0 1056 2070 32900 262256 276830356 1467392 285225104 1611661379 10813952 34336 168824832 1108475904 2102337 512 is_linear=0 shrinkage=0.01 Tree=34 num_leaves=55 num_cat=9 split_feature=0 2 4 0 2 2 4 0 0 25 6 8 26 2 0 9 25 7 24 4 6 11 6 2 4 25 4 11 15 8 9 2 6 2 7 16 6 24 6 25 7 8 4 25 4 6 6 8 8 25 24 9 4 0 split_gain=1.13269e+09 1.09446e+09 6.1492e+08 3.57724e+08 1.53297e+08 1.10403e+08 9.19498e+07 4.5431e+07 3.56085e+07 3.38787e+07 2.06471e+07 1.94753e+07 1.9405e+07 4.30278e+07 1.91536e+07 1.91359e+07 1.28265e+07 1.27307e+07 1.18931e+07 1.36786e+07 1.13303e+07 1.39306e+07 1.12512e+07 1.02968e+07 9.09756e+06 8.43557e+06 7.89969e+06 7.45382e+06 6.65238e+06 5.73687e+06 5.59024e+06 4.45542e+07 5.14711e+06 5.11196e+06 4.6461e+06 4.31566e+06 3.6658e+06 3.42128e+06 3.22659e+06 2.95421e+06 2.89106e+06 2.87452e+06 2.7316e+06 2.44234e+06 2.2666e+06 2.16599e+06 1.82938e+06 1.65422e+06 1.16107e+06 760267 724857 602094 481934 15803.6 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407 leaf_count=4147 75 31 1360 20 57 2015 34 30 414 20 29 36 121 34 736 24 331 22 2091 593 24 79 20 93 41070 5911 377 21 73 39 329 27 5663 132 21 6526 80 20 20 228 263532 34 61 67 1815 21 174 22 3651 20352 23 25 135 83 27 407 internal_value=0 22.2848 -0.0108135 55.6037 2.84899 -0.0448757 0.714173 9.1614 2.19199 16.6297 2.89945 7.53687 0.668067 11.3218 -0.0677953 7.18928 2.53582 12.3102 0.527563 3.54984 1.17399 10.7276 8.77132 6.05275 -0.0822898 0.325422 2.65357 3.56245 1.88198 0.0942814 1.3901 8.26062 0.349498 4.40714 14.1255 -0.0964014 0.65084 0.147095 0.826416 0.19315 -0.101637 4.69253 5.7965 1.78693 0.799796 3.03279 1.42736 11.0778 0.166845 0.0748553 3.38157 1.19495 0.443882 0.691286 0.762303 0.200564 internal_weight=0 206 363196 51 4275 358921 10520 403 3872 72 2638 331 10486 155 348401 80 2357 52 9793 924 2115 156 99 281 336015 12386 693 398 1433 24867 368 120 7678 161 57 311148 1234 6546 2571 9815 304602 175 95 195 2551 88 295 46 9562 24499 80 253 1039 497 107 542 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4.90133e+07 4.65792e+06 4.44124e+06 4.05041e+06 3.6311e+06 3.39309e+06 3.38913e+06 3.30566e+06 3.22309e+06 3.09781e+06 2.6598e+06 2.5208e+06 2.4282e+06 2.13781e+06 2.03763e+06 2.03431e+06 1.89263e+06 1.76368e+06 1.71337e+06 1.46251e+06 1.10651e+06 855139 881339 573402 385074 263485 threshold=2593.0505000000003 2773.7250000000004 474.32500000000005 148.25225000000003 860.12500000000011 2763.7525000000005 138.62250000000003 885.78750000000014 0 2773.7250000000004 988.99750000000006 168.95750000000001 1254.2925000000002 418.14250000000004 2022.5000000000002 1520.8892800000003 2779.5510000000008 336.52839300000005 59.720949999999995 1092.2600000000002 235.99600000000001 629.11000000000013 135.63000000000002 1.0000000180025095e-35 512.23350000000016 199.02000000000004 112.43250000000002 1 770.26725000000022 383.89096000000006 2 228.71120000000002 76.322797075000011 296.88150000000002 903.12057500000003 3 383.33200000000005 4.7635710000000016 208.72700000000003 786.48464000000001 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2381 1415 870 339168 9540 1548 296 136 8285 598 1119 410 272 1528 135 45 370 1208 44 8332 1188 47384 1892 45492 291784 84 6689 2066 1596 1520 86 84 64 5137 8248 40 59 966 286647 50 76 90 714 42 4623 44 252 internal_count=362800 180 50 362620 3944 358676 3661 9968 283 199 63 348708 130 66 1280 1683 2381 1415 870 339168 9540 1548 296 136 8285 598 1119 410 272 1528 135 45 370 1208 44 8332 1188 47384 1892 45492 291784 84 6689 2066 1596 1520 86 84 64 5137 8248 40 59 966 286647 50 76 90 714 42 4623 44 252 cat_boundaries=0 6 7 8 14 17 18 19 25 32 33 cat_threshold=145786368 1207961152 134222160 1073741824 2113536 2147483648 20 56 1081344 360516 69713 1181942304 4230144 1066536 1081344 134479872 1048832 260 7 2283045376 262148 256 1074003968 2113536 1024 2148007936 65568 524289 2185232416 4196352 64 2 1052 is_linear=0 shrinkage=0.01 Tree=41 num_leaves=57 num_cat=6 split_feature=0 1 0 3 1 1 3 3 1 25 0 0 2 8 15 8 1 3 13 7 0 12 6 2 2 2 7 3 8 1 2 8 25 25 6 25 19 13 25 2 3 8 3 3 10 3 11 2 7 9 2 4 0 2 25 6 split_gain=7.46341e+08 6.90517e+08 2.99996e+08 2.9374e+08 1.18435e+08 9.30828e+07 4.22535e+07 3.64783e+07 2.98096e+07 2.78234e+07 2.62733e+07 1.86323e+07 1.65033e+07 1.12442e+07 9.32899e+06 1.12329e+07 8.88566e+06 2.2341e+07 8.82626e+06 8.61873e+06 8.2669e+06 7.69791e+06 7.59776e+06 7.12741e+06 6.78885e+06 6.91966e+06 6.7268e+06 8.39748e+06 6.61027e+06 6.30667e+06 6.06361e+06 6.02918e+06 5.82476e+06 5.6899e+06 5.50819e+06 5.29822e+06 4.96534e+06 4.89964e+06 4.27204e+06 4.09068e+06 3.84254e+06 3.74579e+06 3.32092e+06 2.99452e+06 2.79289e+06 2.67632e+06 2.45142e+06 2.40371e+06 1.79702e+06 1.47718e+06 1.39075e+06 1.21821e+06 1.20926e+06 849207 582395 441059 threshold=2773.7250000000004 2779.5510000000008 591.40200000000016 2692.2960000000003 860.12500000000011 138.62250000000003 507.85850000000005 1278.9218000000003 355.00374000000005 0 48.088250000000009 103.32460000000002 1800.6974500000001 199.02000000000004 547.57500000000016 306.80800000000005 1461.4925000000003 802.00500000000011 1099.5287500000002 1.0000000180025095e-35 1501.0951200000002 1092.2600000000002 415.75000000000006 621.21800000000007 1092.7150000000004 23.321000000000002 100.78000000000002 1854.9329420000001 1329.5732400000002 1461.4925000000003 383.89096000000006 64.130787000000012 1 2 1520.8892800000003 3 380.04000000000002 10.875375000000002 4 1092.7150000000004 214.42080000000001 998.8850000000001 248.70244000000002 233.37189000000004 1528.9670000000003 16.571695000000002 611.34250000000009 131.45865000000003 177.86800000000002 1279.0000000000002 103.44915000000002 480.16275000000002 688.40820000000008 257.07623000000007 5 300.14450000000005 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 9 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 left_child=2 8 5 -3 9 10 11 19 31 12 26 33 18 32 15 20 23 -18 28 24 -9 40 38 36 25 -6 35 42 -4 -10 48 -2 43 34 -7 44 -8 -19 -13 -24 -21 -32 -28 -12 -1 -37 -25 51 -15 -17 -34 54 -49 -35 -11 -54 right_child=1 3 4 -5 7 6 16 14 29 47 13 22 -14 30 -16 49 17 37 -20 21 -22 -23 39 46 -26 -27 27 -29 -30 -31 41 -33 50 53 -36 45 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 52 -50 -51 -52 -53 55 -55 -56 -57 leaf_value=0.066979498110338501 1.8682552281709819 21.969637489318849 2.9922649152153444 70.408391654722152 10.621321360996792 0.68300811889023694 2.0018341023024546 10.131703985595705 15.864422781808036 -0.18500683008238325 0.45174758020312278 1.6463028281073659 9.9936095554263975 0.73016552912296306 16.954973146288019 5.6796006111476736 15.011823614293878 5.5806767053074307 8.5502810856219273 0.98703067975166525 18.112038749412253 8.7302450707084258 2.6360418392052702 3.9203998694154949 12.509686636288961 5.0597401207589332 0.19162961413257623 6.4486532350019985 7.411273907661438 9.7221600538492208 2.7843113133019091 8.3289428596496577 0.064673132083227558 0.0093517139256000508 5.8202737154279438 -0.10179266610439895 6.1410393674911994 -0.94964099693298343 0.67920793219929254 6.9325493621826171 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2147483648 360452 65537 1181810976 289410560 1075332650 3245572 134479936 134222080 1073741824 2097152 1 2155872256 262208 524289 1048576 is_linear=0 shrinkage=0.01 Tree=42 num_leaves=60 num_cat=4 split_feature=0 2 0 5 3 0 2 2 11 3 15 4 7 7 3 24 2 0 17 24 4 7 2 11 0 7 0 2 2 3 8 3 2 2 8 8 4 2 10 16 24 7 7 4 24 4 3 0 8 5 13 7 5 8 4 2 14 4 3 split_gain=7.31488e+08 6.5736e+08 2.94029e+08 2.85798e+08 1.00586e+08 9.01921e+07 4.52028e+07 2.85905e+07 2.42906e+07 2.24306e+07 2.13938e+07 1.7881e+07 1.76489e+07 1.2311e+07 1.17531e+07 1.06281e+07 1.22536e+07 1.04593e+07 9.97953e+06 9.89466e+06 1.13967e+07 9.16994e+06 9.06232e+06 7.60997e+06 7.15482e+06 7.44776e+06 6.97945e+06 6.93381e+06 6.60634e+06 6.26636e+06 7.80216e+06 5.40417e+06 4.88391e+06 4.4058e+06 5.31365e+06 4.25868e+06 4.22463e+06 4.15997e+06 4.07172e+06 3.94014e+06 3.63418e+06 3.40438e+06 3.38527e+06 3.31751e+06 3.24344e+06 3.1471e+06 3.08808e+06 2.66663e+06 2.62655e+06 2.53931e+06 2.16039e+06 1.74951e+06 1.63742e+06 1.48267e+06 1.36242e+06 1.35194e+06 1.32491e+06 1.05869e+06 999123 threshold=2773.7250000000004 2593.0505000000003 591.40200000000016 2763.7525000000005 1107.1660000000004 112.43250000000002 383.89096000000006 720.28944000000013 1156.9900000000002 83.515000000000001 317.80375000000009 1115.3337000000004 543.29875000000015 103.09827500000002 203.00200000000004 0 1800.6974500000001 172.16250000000002 611.69250000000011 1 451.28900000000004 1489.0961200000002 1444.3300000000002 77.576670000000007 1266.1895000000002 5.0119090000000011 1114.9175000000002 50.517750000000014 177.27750000000003 1854.9329420000001 261.13200000000006 233.37189000000004 73.663000000000025 27.046500000000005 86.167500000000004 998.8850000000001 1.2547500000000003 100.83400000000002 273.34650000000005 940.75000000000011 2 759.38475000000005 78.856500000000025 161.29750000000004 3 861.89750000000015 1107.1660000000004 20.404800000000005 818.62500000000011 1287.5327000000002 299.07800000000003 119.21520000000001 461.00700000000006 230.54600000000002 1517.5820000000001 2593.0505000000003 233.30814000000001 174.73500000000004 5.4252175000000005 decision_type=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 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 left_child=2 22 5 -3 7 9 14 19 11 27 -10 24 18 37 39 16 31 -14 43 26 28 -12 33 41 51 -26 58 47 -21 44 -31 -9 57 -2 -35 -19 -28 53 -22 40 -7 -13 55 -8 -15 48 -39 49 -17 -1 -34 -6 -44 -11 -47 -29 -49 -16 -4 right_child=1 3 4 -5 8 6 12 15 10 13 21 23 17 29 32 45 -18 35 -20 20 38 -23 -24 -25 25 -27 36 42 -30 30 -32 -33 50 34 -36 -37 -38 46 -40 -41 -42 -43 52 -45 -46 54 -48 56 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 leaf_value=-0.089671354881618787 9.1878718771253318 26.158015130615237 3.2373583998371713 73.512149711022019 0.72010425766309094 0.96441787766074527 1.4973221223029467 5.1907262710094448 7.7582664320203998 0.12662107155178792 14.606691302344911 15.756904698312283 12.096849124214867 1.6931641950915965 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1286 85 28 6288 22 1137 367 857 31 67 14125 27 152 107 37 71 199 26 42 108 175 121 leaf_count=316096 56 25 201 26 24 1467 444 50 27 6052 21 30 22 620 368 118 22 131 21 709 133 20 25 24 24 25 110 9524 224 21 21 38 580 24 35 41 43 1286 85 28 6288 22 1137 367 857 31 67 14125 27 152 107 37 71 199 26 42 108 175 121 internal_value=0 19.5622 -0.0128188 50.2993 3.63857 -0.035026 0.899529 2.86306 9.55568 -0.0618027 14.6702 7.68586 2.88836 0.427551 0.673129 5.63585 8.26825 5.60447 2.25504 2.33101 1.77508 19.222 8.36505 11.416 5.10865 7.95422 3.56567 -0.074885 1.30951 1.24945 5.05831 7.3511 1.5815 7.1788 5.27188 4.77404 5.39925 0.263365 3.84907 0.529573 0.516053 13.5658 0.174765 2.07881 1.14114 3.61412 0.766113 -0.0830238 3.01045 -0.08905 2.14171 2.82286 0.67358 0.154548 5.78383 0.111774 0.0508741 0.872723 2.80517 internal_weight=0 191 362609 51 2192 360417 10039 1938 254 350378 68 186 1026 9123 9013 312 110 194 832 1626 1151 41 140 76 110 49 475 341255 933 1519 42 88 1230 115 59 172 153 7604 218 7783 7755 52 10774 811 1477 202 1353 330481 145 316248 687 61 1208 6251 57 9566 14233 543 322 internal_count=362800 191 362609 51 2192 360417 10039 1938 254 350378 68 186 1026 9123 9013 312 110 194 832 1626 1151 41 140 76 110 49 475 341255 933 1519 42 88 1230 115 59 172 153 7604 218 7783 7755 52 10774 811 1477 202 1353 330481 145 316248 687 61 1208 6251 57 9566 14233 543 322 cat_boundaries=0 1 2 3 4 cat_threshold=2072 38 6 2820 is_linear=0 shrinkage=0.01 Tree=43 num_leaves=59 num_cat=7 split_feature=0 1 0 3 1 1 3 3 0 1 25 2 2 2 8 3 24 5 2 0 16 0 1 3 12 8 25 1 2 11 8 2 2 25 10 4 8 25 13 24 3 5 26 1 10 4 0 4 2 10 18 11 0 0 4 3 25 1 split_gain=7.16932e+08 6.67295e+08 2.88178e+08 2.83318e+08 1.1432e+08 9.01565e+07 3.68375e+07 3.5021e+07 3.16687e+07 2.88592e+07 2.70702e+07 1.59221e+07 1.53436e+07 1.27894e+07 1.0187e+07 9.43416e+06 8.93327e+06 8.69253e+06 1.3803e+07 8.17288e+06 7.99894e+06 9.49186e+06 7.87923e+06 2.18916e+07 7.69904e+06 7.63364e+06 6.37138e+06 6.27266e+06 6.24202e+06 6.23697e+06 5.88113e+06 5.87139e+06 5.79019e+06 5.71426e+06 5.6205e+06 5.43175e+06 5.16547e+06 5.13749e+06 4.7901e+06 4.66723e+06 4.15055e+06 3.9091e+06 2.97687e+06 2.94009e+06 2.81255e+06 2.66227e+06 2.58486e+06 2.55156e+06 2.31092e+06 2.07363e+06 1.96044e+06 1.95869e+06 1.66811e+06 1.19053e+06 1.17798e+06 997241 574487 393763 threshold=2773.7250000000004 2779.5510000000008 591.40200000000016 2692.2960000000003 860.12500000000011 194.40750000000003 507.85850000000005 1278.9218000000003 87.006000000000014 355.00374000000005 0 1800.6974500000001 72.034000000000006 365.68050000000005 652.05450000000008 39.610000000000007 1 1.8942000000000003 1092.7150000000004 1266.1895000000002 306.48090000000008 1501.0951200000002 1461.4925000000003 802.00500000000011 1092.2600000000002 306.80800000000005 2 1461.4925000000003 31.065000000000005 301.05075000000005 64.130787000000012 221.80500000000004 94.890920000000008 3 434.71450000000004 430.77850000000007 514.22900000000016 4 10.875375000000002 5 214.42080000000001 221.66250000000002 2022.5000000000002 402.26250000000005 155.80725000000004 451.28900000000004 13.924000000000001 125.16240000000001 131.45865000000003 1797.2975000000001 241.32500000000002 177.60300000000004 52.014000000000003 688.40820000000008 480.16275000000002 1278.9218000000003 6 39.031250000000007 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 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 2 2 2 9 2 left_child=2 9 5 -3 10 8 12 17 15 30 11 16 33 26 45 37 35 18 28 -18 21 42 32 -24 40 -23 47 -11 -6 43 -2 44 55 36 -16 -4 -7 49 -25 -34 -19 -31 -9 -14 -17 -15 -39 -10 54 -1 -33 -28 -35 -50 56 -8 -12 -55 right_child=1 3 4 -5 7 6 22 20 13 27 48 -13 29 14 34 31 19 24 -20 -21 -22 25 23 38 -26 -27 51 -29 -30 41 -32 50 39 52 -36 -37 -38 46 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 53 -51 -52 -53 -54 57 -56 -57 -58 -59 leaf_value=0.06185096291899763 1.7662259134879481 21.566126542091371 1.2983956825233276 69.137794371574159 9.6846811314633019 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52 2192 360417 6327 415 354090 139 1777 1135 5676 10088 535 344002 1097 280 104 627 135 100 651 69 176 48 9553 67 82 2056 72 13435 582 3620 54 470 1013 330567 47 433 138 283 52 1773 12704 481 308685 3014 642 21882 731 6539 2607 137 505 149 484 108 internal_count=362800 191 362609 52 2192 360417 6327 415 354090 139 1777 1135 5676 10088 535 344002 1097 280 104 627 135 100 651 69 176 48 9553 67 82 2056 72 13435 582 3620 54 470 1013 330567 47 433 138 283 52 1773 12704 481 308685 3014 642 21882 731 6539 2607 137 505 149 484 108 cat_boundaries=0 6 7 13 18 24 25 29 cat_threshold=137659904 134218752 67113232 1073741824 2113536 2147484674 1985 135300096 134479936 67113232 37749248 2097217 1056 1081856 1073741824 1049408 1073741824 16384 2147483648 360452 65601 1181942048 272632320 1083721258 852 2155872256 262208 524289 1048576 is_linear=0 shrinkage=0.01 Tree=44 num_leaves=61 num_cat=9 split_feature=0 1 0 3 1 1 3 3 1 25 0 0 8 8 2 4 24 15 8 5 2 1 3 6 0 9 2 7 3 1 2 3 2 25 25 6 25 7 25 12 4 8 3 24 8 10 2 5 25 2 7 3 26 9 2 0 4 17 25 6 split_gain=7.02665e+08 6.54016e+08 2.82445e+08 2.7768e+08 1.12045e+08 8.84658e+07 4.0059e+07 3.43241e+07 2.82849e+07 2.65302e+07 2.46991e+07 1.76588e+07 1.56996e+07 1.07559e+07 9.06153e+06 1.63195e+07 9.12861e+06 8.83106e+06 1.0708e+07 8.51955e+06 1.35283e+07 8.47855e+06 2.14559e+07 8.22763e+06 7.85884e+06 7.37907e+06 6.83926e+06 6.45228e+06 8.16109e+06 6.14784e+06 6.1178e+06 5.80293e+06 5.70969e+06 5.58688e+06 5.53145e+06 5.32335e+06 5.13937e+06 4.65862e+06 4.54196e+06 4.19185e+06 3.66396e+06 3.56531e+06 3.41904e+06 2.92606e+06 2.7249e+06 2.70812e+06 2.51102e+06 2.43946e+06 2.31252e+06 2.26469e+06 1.74028e+06 1.56705e+06 1.48227e+06 1.45621e+06 1.42634e+06 1.16684e+06 1.15446e+06 972919 563516 423357 threshold=2773.7250000000004 2779.5510000000008 591.40200000000016 2692.2960000000003 860.12500000000011 138.62250000000003 507.85850000000005 1278.9218000000003 355.00374000000005 0 48.088250000000009 103.32460000000002 1329.5732400000002 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6.97379e+06 6.45983e+06 1.16708e+07 8.92956e+06 5.5885e+06 3.67379e+07 5.56268e+06 5.4627e+06 7.87432e+06 5.35487e+06 5.05075e+06 5.03622e+06 4.61041e+06 4.72372e+06 4.11531e+06 4.05993e+06 3.55038e+06 3.32116e+06 2.65653e+06 2.65486e+06 1.81531e+06 1.73209e+06 1.39982e+06 1.27544e+06 1.43156e+06 1.25487e+06 636555 554965 396111 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 474.32500000000005 860.12500000000011 194.40750000000003 2692.2960000000003 974.18930000000012 0 44.556600000000003 92.246000000000009 290.01425000000006 1602.5343235000003 1461.4925000000003 1144.1260000000002 988.99750000000006 77.002449999999996 685.98275000000012 170.41250000000002 1 1461.4925000000003 442.10084200000006 2 1114.9175000000002 3 998.8850000000001 885.78750000000014 19.637625000000003 642.48675000000014 383.33200000000005 27.234500000000004 152.55250000000004 141.98700000000005 1501.0951200000002 4 547.57500000000016 1278.9218000000003 109.37530000000002 272.70250000000004 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internal_count=363147 197 54 362950 2948 360002 6107 502 2446 353895 6084 143 1156 2020 184 164 92 1130 16291 4064 65 1928 337604 121 962 1697 318 178 93 26771 409 310833 1290 319 15192 140 168 1099 471 2671 3597 85 308162 43 11595 115 26362 296 971 747 2367 224 628 78 cat_boundaries=0 6 12 18 19 25 26 27 cat_threshold=1099264 134218240 67113232 0 2113536 1026 1082880 1074004480 4928 1074003968 2101504 1 3230662656 98372 1 1181810720 21138944 278942760 736 1084416 134512644 67113280 1073774592 4195456 32 18 66 is_linear=0 shrinkage=0.01 Tree=46 num_leaves=61 num_cat=8 split_feature=2 4 0 7 1 0 1 4 25 0 2 0 5 2 0 2 8 0 5 12 9 8 7 25 7 9 7 5 8 1 6 14 2 25 1 12 25 1 1 5 8 2 24 4 0 25 7 7 4 25 0 24 7 2 6 1 2 4 6 17 split_gain=7.51139e+08 7.02929e+08 2.85284e+08 2.53452e+08 1.13508e+08 8.72795e+07 6.71261e+07 5.63174e+07 3.9311e+07 6.81597e+07 3.27137e+07 2.51219e+07 2.44954e+07 2.21453e+07 2.16514e+07 2.09919e+07 1.94405e+07 1.44059e+07 1.33161e+07 1.82199e+07 1.1827e+07 1.07719e+07 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1.44267e+06 1.42682e+06 1.39372e+06 1.20276e+06 993791 959439 694645 threshold=2593.0505000000003 2692.2960000000003 474.32500000000005 85.539750000000012 860.12500000000011 885.78750000000014 194.40750000000003 1854.9329420000001 0 2773.7250000000004 484.50915000000003 27.046500000000005 31.590500000000002 92.246000000000009 547.57500000000016 1800.6974500000001 786.48464000000001 679.93910000000005 170.41250000000002 988.99750000000006 68.222500000000011 1891.4572200000002 1962.6297000000002 1520.8892800000003 2022.5000000000002 1 998.8850000000001 2 1461.4925000000003 3 383.89096000000006 4 512.23350000000016 263.96400000000011 383.33200000000005 27.234500000000004 375.00750000000005 30.369000000000003 51.0016125 5 327.31500000000005 998.8850000000001 1121.68056 685.98275000000012 160.69600000000003 889.19240000000013 621.21800000000007 2773.7250000000004 49.367500000000014 512.23350000000016 20.860180000000003 6 2022.5000000000002 99.117000000000019 2022.5000000000002 274.07025000000004 428.62725000000006 52.785000000000004 7 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 1 2 9 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 left_child=2 5 6 -3 8 52 12 19 9 15 -7 -11 29 25 24 17 36 -4 31 23 21 -21 -22 42 -9 26 45 28 -18 34 48 39 38 -34 51 -36 46 47 -31 -14 57 -32 -6 -29 -38 -8 -15 54 -20 -42 -33 -1 -2 58 -10 -54 -55 -39 -27 right_child=1 3 4 -5 7 10 13 14 37 11 -12 -13 18 16 -16 -17 27 -19 30 20 22 -23 -24 -25 -26 53 -28 43 -30 32 41 50 33 -35 35 -37 44 40 -40 -41 49 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 55 56 -56 -57 -58 -59 -60 leaf_value=0.32244289058413905 3.3083497959540948 31.286039374779012 2.3793567080957954 77.098362326188521 2.9496132396567951 23.114333009970814 0.95695939918024364 13.929142954542831 0.90830794548919158 23.520793836842412 8.558021592458088 6.6346320570598953 0.80409436349572239 1.1051463994838089 22.832745454207711 12.731641866510566 3.63707457708685 5.2970128933485459 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211 300 1670 1401 860 1051 82 11217 23227 87 2361 826 51 383 173 1978 internal_count=363147 206 362941 51 3019 155 359922 507 2512 1397 68 45 353848 6074 85 1352 2023 1330 20170 422 230 88 142 192 62 4051 1690 322 111 333678 1211 18959 310074 443 23604 377 1701 1115 309631 7742 255 160 171 211 300 1670 1401 860 1051 82 11217 23227 87 2361 826 51 383 173 1978 cat_boundaries=0 6 12 13 19 25 26 27 34 cat_threshold=9750016 134219264 67113232 1073741824 2097152 1026 1082880 1074004480 4928 1074003968 2101504 1 801 1083179008 98308 1 1181811232 21138944 278942760 137399808 134512708 67113792 1074823168 6292609 1632 22 1 69533824 134317120 169345040 2154823680 4195328 2147483776 1 is_linear=0 shrinkage=0.01 Tree=48 num_leaves=53 num_cat=8 split_feature=0 4 0 5 6 0 11 5 7 25 0 6 7 4 8 7 8 8 5 7 6 4 25 25 6 12 9 7 11 4 14 7 4 0 24 6 25 7 11 0 0 8 5 8 24 6 0 25 4 24 5 0 split_gain=6.73235e+08 3.67204e+08 2.66813e+08 1.76746e+08 9.21578e+07 6.15637e+07 4.42419e+07 3.76232e+07 5.26947e+07 3.55674e+07 3.05761e+07 2.47757e+07 1.72049e+07 1.68974e+07 1.64303e+07 1.39605e+07 1.29651e+07 1.15836e+07 1.07593e+07 9.46584e+06 9.23683e+06 9.15642e+06 8.81506e+06 7.06654e+06 7.04353e+06 6.94066e+06 6.73383e+06 6.53348e+06 5.44191e+06 5.06105e+06 5.03572e+06 4.71225e+06 4.70157e+06 4.1762e+06 4.03601e+06 3.86193e+06 3.83674e+06 3.86587e+06 3.21975e+06 3.18442e+06 3.00954e+06 2.87717e+06 2.78605e+06 2.50808e+06 2.50066e+06 1.87282e+06 1.756e+06 1.46999e+06 1.33605e+06 505273 368748 190385 threshold=2773.7250000000004 2632.2792750000003 474.32500000000005 2763.7525000000005 642.48675000000014 104.28351050000001 1962.6297000000002 2763.7525000000005 137.82320000000001 0 1266.1895000000002 275.94813500000004 78.856500000000025 970.01225000000011 18.698000000000004 1489.0961200000002 1128.2175000000002 1548.5050000000003 2763.7525000000005 5.0119090000000011 685.98275000000012 104.57750000000001 1 2 1913.0125000000005 360.88150000000002 1532.4010000000001 512.23350000000016 380.94000000000005 39.757500000000007 824.98750000000007 27.905000000000005 243.69500000000002 746.42750000000012 3 193.67442750000004 4 458.04858100000007 250.65000000000003 1836.963 137.97000000000003 170.41250000000002 174.39750000000001 224.83650000000003 5 23.888440000000006 233.46861500000003 6 378.77050000000003 7 64.70892400000001 885.78750000000014 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 9 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 1 2 2 9 2 1 2 2 left_child=2 14 5 -3 9 7 13 12 -9 10 26 22 23 17 -2 -8 27 30 24 39 -16 43 32 31 -15 46 33 38 -21 -25 -6 -1 34 -4 -7 -23 49 44 -13 -12 -29 47 -39 -14 -38 -34 -18 -24 -43 51 -51 -11 right_child=1 3 4 -5 6 11 15 8 -10 36 19 16 21 18 20 -17 25 -19 -20 28 -22 35 41 29 -26 -27 -28 40 -30 -31 -32 -33 45 -35 -36 -37 37 42 -40 -41 -42 48 -44 -45 -46 -47 -48 -49 -50 50 -52 -53 leaf_value=0.077968421604146465 12.931825223571952 23.064536493795892 1.9907211078488878 59.594114450307991 3.2034418327542187 1.3962552986912129 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20 21 43 10840 34 248 206 400 1970 537 271 21 164 53 159 359 54 527 443 270 20 4440 49 298 52 47 leaf_count=25030 87 27 547 26 206 882 21 28 20 87 98 555 5868 100 23 25 20 29 23 43 34 1079 809 305875 33 26 20 21 43 10840 34 248 206 400 1970 537 271 21 164 53 159 359 54 527 443 270 20 4440 49 298 52 47 internal_value=0 18.4805 -0.0108316 40.9847 2.98535 -0.0353669 7.04002 -0.0574141 8.79533 2.21436 3.44022 0.740281 -0.0586282 6.03171 10.1977 16.3559 2.26292 4.51326 8.65008 6.68777 6.02454 0.399466 0.576748 -0.0693588 7.55796 6.54084 2.67987 1.94886 4.0396 -0.0821996 3.79192 0.0915228 0.984665 2.5586 0.83407 1.07201 1.01991 1.4518 1.52231 8.19599 3.65267 0.33444 3.62995 0.229516 1.24334 1.90765 9.15532 0.272155 1.14394 0.300708 0.498548 -0.214774 internal_weight=0 197 362950 53 2948 360002 471 350052 48 2477 1204 9950 350004 425 144 46 965 269 156 237 57 8011 8985 341993 133 66 967 899 86 316715 240 25278 3328 947 2852 1616 1273 789 719 151 180 5657 75 6395 714 476 40 5249 408 484 350 134 internal_count=363147 197 362950 53 2948 360002 471 350052 48 2477 1204 9950 350004 425 144 46 965 269 156 237 57 8011 8985 341993 133 66 967 899 86 316715 240 25278 3328 947 2852 1616 1273 789 719 151 180 5657 75 6395 714 476 40 5249 408 484 350 134 cat_boundaries=0 6 12 18 19 26 27 34 35 cat_threshold=3196416 512 67109136 1073741824 2113536 1024 70288384 134217728 67113280 1073741824 6291456 2 3230662656 98308 64 1182007328 21138944 278942760 22 8454144 98404 577 2221932576 6144 0 2 929 1074270592 85983248 276827140 2724202498 268517376 268435656 1 2178 is_linear=0 shrinkage=0.01 Tree=49 num_leaves=62 num_cat=8 split_feature=2 4 0 7 2 0 0 4 25 0 8 6 2 8 7 7 0 0 8 25 5 7 0 2 9 2 7 2 5 9 25 10 6 0 0 4 5 7 4 8 2 12 0 5 8 0 10 24 7 25 8 4 0 25 9 8 5 24 24 0 6 split_gain=7.12136e+08 6.71406e+08 2.68e+08 2.43601e+08 1.00621e+08 8.24868e+07 6.01078e+07 5.49929e+07 4.0592e+07 5.96071e+07 5.17397e+07 2.94808e+07 2.741e+07 1.81795e+07 1.8106e+07 1.77301e+07 1.41591e+07 1.38603e+07 1.04455e+07 9.17801e+06 9.10784e+06 8.99666e+06 8.88935e+06 7.99859e+06 9.40663e+06 3.2065e+07 7.7908e+06 6.963e+06 6.57925e+06 7.88047e+06 5.92017e+06 5.6455e+06 5.62716e+06 8.44144e+06 5.56621e+06 4.77012e+06 4.74764e+06 4.45519e+06 4.13657e+06 3.69054e+06 3.62744e+06 3.32012e+06 3.12332e+06 3.03969e+06 7.44916e+06 2.67905e+06 2.6715e+06 2.57661e+06 2.57048e+06 2.49917e+06 2.45112e+06 2.39523e+06 1.90256e+06 1.69359e+06 1.63697e+06 1.52908e+06 1.50706e+06 1.23319e+06 1.08571e+06 819590 1.25974e+06 threshold=2593.0505000000003 2632.2792750000003 474.32500000000005 2690.3565000000003 957.78375000000017 885.78750000000014 104.28351050000001 73.83750000000002 0 2773.7250000000004 199.02000000000004 1118.3050000000001 383.89096000000006 1128.2175000000002 481.78500000000003 87.861000000000018 1836.963 988.99750000000006 576.55500000000018 1 204.40050000000005 543.29875000000015 1114.9175000000002 27.046500000000005 383.33200000000005 39.171500000000002 1282.0428000000002 1444.3300000000002 83.17025000000001 732.3900000000001 2 983.00100000000009 275.94813500000004 186.04750000000004 1836.963 170.96700000000001 30.369000000000003 418.14250000000004 114.45800000000001 1128.2175000000002 119.85500000000002 209.76795000000001 299.04000000000008 1530.4632000000001 26.251000000000001 2773.7250000000004 893.42000000000007 3 654.14525000000003 4 261.13200000000006 1115.3337000000004 688.40820000000008 5 323.04725000000008 89.224900000000005 170.27100000000004 6 7 180.07548000000003 45.621000000000009 decision_type=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 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 9 2 2 2 1 1 2 2 left_child=2 5 6 -3 8 59 15 -7 9 13 -11 17 19 22 -13 23 -9 41 -16 37 40 31 -4 30 38 -26 -15 -20 34 -30 57 50 54 -34 -19 39 45 47 -25 -21 46 52 -39 51 -45 58 -17 -8 55 -32 -14 -22 -6 -42 -23 -38 -37 -1 -10 60 -2 right_child=1 3 4 -5 11 7 12 16 36 10 -12 14 21 26 18 20 -18 28 27 35 43 32 -24 24 25 -27 -28 -29 29 -31 49 -33 33 -35 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134217728 67109120 0 4194304 1611661312 98308 65 1181745184 21138944 278950952 22 32900 1074004032 2415926420 2147959808 268439568 1612186179 1 1081344 64 4096 0 0 2147483648 1041 1148 is_linear=0 shrinkage=0.01 Tree=50 num_leaves=58 num_cat=11 split_feature=3 2 4 0 2 2 25 0 8 3 2 5 0 5 6 8 12 4 4 24 7 25 3 3 8 4 6 25 4 25 11 14 3 0 24 0 6 0 25 4 3 11 25 25 4 24 16 0 3 3 14 25 4 2 7 2 2 split_gain=7.23833e+08 7.49817e+08 4.84552e+08 2.71715e+08 7.36132e+07 7.31429e+07 3.75774e+07 5.44169e+07 4.27455e+07 3.57817e+07 2.95901e+07 2.26261e+07 2.08419e+07 1.492e+07 1.24422e+07 1.17697e+07 9.46219e+06 9.25913e+06 1.2421e+07 8.17366e+06 8.09952e+06 7.2777e+06 7.17807e+06 7.16088e+06 6.75236e+06 6.23505e+06 5.71065e+06 5.60562e+06 5.51717e+06 5.29623e+06 5.28782e+06 5.24184e+06 5.20129e+06 4.8054e+06 3.54096e+06 3.5709e+06 3.25396e+06 3.04754e+06 2.87964e+06 2.59495e+06 2.25291e+06 2.25209e+06 2.17557e+06 2.16683e+06 1.93749e+06 1.14957e+06 1.13485e+06 1.11678e+06 748647 776402 733244 709385 667787 601184 477744 420268 224100 threshold=2692.2960000000003 2593.0505000000003 2632.2792750000003 591.40200000000016 148.17000000000004 957.78375000000017 0 2773.7250000000004 230.54600000000002 109.37530000000002 1444.3300000000002 2763.7525000000005 87.006000000000014 575.25150000000008 1913.0125000000005 1548.5050000000003 360.88150000000002 12.837500000000002 784.4625000000002 1 608.55210000000022 2 45.126000000000005 642.60925000000009 818.62500000000011 726.06900000000007 198.55450000000002 3 1291.5535000000002 4 250.65000000000003 17.893000000000004 152.59975000000003 39.101500000000009 5 175.70850000000002 685.98275000000012 95.114250000000013 6 678.56500000000017 14.522500000000003 611.34250000000009 7 8 114.45800000000001 9 146.78800000000004 2773.7250000000004 327.31500000000005 566.70675000000006 87.252220000000008 10 101.08450000000001 131.45865000000003 56.840000000000003 257.07623000000007 117.57500000000002 decision_type=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 2 2 9 2 9 2 2 2 2 1 2 2 2 9 2 2 2 9 9 2 1 2 2 2 2 2 9 2 2 2 2 2 left_child=3 10 -3 4 12 6 7 15 -9 27 16 17 22 20 32 19 39 23 24 -5 33 34 29 -7 -19 -17 -20 28 37 40 38 -22 -15 -11 41 -36 43 -6 -24 56 -1 -14 -31 -23 45 53 51 -47 54 -50 -32 -29 -38 -8 -46 -48 -2 right_child=1 2 -4 5 9 11 44 8 -10 13 -12 -13 21 14 -16 25 -18 18 26 -21 31 36 30 -25 -26 -27 -28 46 -30 42 50 -33 -34 -35 35 -37 52 -39 -40 -41 -42 -43 -44 -45 48 47 55 -49 49 -51 -52 -53 -54 -55 -56 -57 -58 leaf_value=0.049660867333017833 0.76671586398155456 14.29281191968918 77.426234593545246 1.8376884102782647 0.51105365767105471 7.9708014598259558 0.75977364219938015 19.865593068599701 2.4131490757154381 0.74434052335841105 16.179507415206345 16.254999408721925 0.45646075666998359 7.5721209815978998 10.436762734985352 12.264066238857453 9.8765292557426125 2.3366284850703347 11.479841317070855 3.7163064774552872 5.0229544239548538 0.4162052164396286 0.33466919221776148 15.330532115936281 8.0385011687102139 4.6462038230895999 6.8964319181012677 -0.16590322398506105 5.8785118139357797 -0.023207456697593859 1.0669759489103741 1.6859801361172697 2.8572315376249895 1.7329018826786171 0.77081764717611667 2.1597149534963429 3.3146136050754125 1.2648067835472003 0.010950871087638172 5.5492043294906619 0.81550939524632227 3.5676753185192744 -0.098925960390535334 0.087922043268309713 1.8629057077928022 0.13587471396288633 0.20934225838759851 -2.3140599822998049 3.9418578676077041 1.3893569113991477 2.0456195089372535 0.19041194906998576 1.458560800325303 2.3449816230491356 0.27121113054680102 1.660503682270646 2.1244371552467345 leaf_weight=25441 31 20 31 452 1829 39 210 36 23 795 27 28 761 25 25 21 23 90 36 721 104 4305 4514 20 27 22 111 790 21 44429 218 86 365 1289 331 420 36 759 7013 20 390 24 260980 3800 44 267 29 20 26 22 118 1855 42 27 33 64 20 leaf_count=25441 31 20 31 452 1829 39 210 36 23 795 27 28 761 25 25 21 23 90 36 721 104 4305 4514 20 27 22 111 790 21 44429 218 86 365 1289 331 420 36 759 7013 20 390 24 260980 3800 44 267 29 20 26 22 118 1855 42 27 33 64 20 internal_value=0 20.5077 52.668 -0.0114185 -0.0331378 3.43368 2.66782 3.65452 13.0621 0.913246 6.95246 7.6317 -0.054693 1.8542 3.59786 3.22812 4.30214 6.88417 6.08377 3.03975 1.53599 0.401966 -0.0676287 10.4656 3.65245 8.36656 8.0189 0.44004 0.770582 -0.0762847 0.174065 3.51253 3.15947 1.35579 1.03183 1.52723 0.28213 0.732112 0.13802 2.49635 0.0612001 0.544643 -0.087912 0.262913 0.662878 0.40623 0.121812 -0.033679 1.79178 2.77196 1.41067 0.0840816 2.3152 0.902295 1.18075 1.20799 1.29916 internal_weight=0 172 51 363133 360858 2275 1924 1275 59 8036 121 351 352822 2689 415 1216 94 323 264 1173 2274 9719 343103 59 117 43 147 5347 2609 331240 11863 190 390 2084 1536 751 8183 2588 11527 71 25831 785 305409 8105 649 524 2738 287 125 48 336 2645 78 237 77 93 51 internal_count=363305 172 51 363133 360858 2275 1924 1275 59 8036 121 351 352822 2689 415 1216 94 323 264 1173 2274 9719 343103 59 117 43 147 5347 2609 331240 11863 190 390 2084 1536 751 8183 2588 11527 71 25831 785 305409 8105 649 524 2738 287 125 48 336 2645 78 237 77 93 51 cat_boundaries=0 6 7 13 19 25 26 32 38 45 46 52 cat_threshold=137414144 134218756 67113232 1073807360 2113536 2147484672 2753 1083392 134217728 67109184 33554432 1 1056 2352252448 263232 528640 1076101121 2113536 1025 3230662656 360452 193 1181745184 21006848 279975434 2792 137397760 134579200 134746452 100663296 2097152 1024 536903812 64 2424379908 2147902208 268448785 1074274401 136316452 8684612 169349136 1073741824 2102272 1 2 1324 1611153536 16843552 3141 2185365538 268436480 584 is_linear=0 shrinkage=0.01 Tree=51 num_leaves=50 num_cat=4 split_feature=1 0 4 0 2 2 4 1 1 2 1 0 1 9 1 2 24 0 22 5 9 26 18 4 2 0 24 0 7 2 0 12 4 5 5 5 26 6 5 0 5 24 24 5 9 8 1 6 26 split_gain=6.53373e+08 7.88245e+08 2.70639e+08 2.40451e+08 9.37738e+07 6.76016e+07 9.68538e+07 2.86458e+07 2.75917e+07 2.75884e+07 1.99993e+07 1.77564e+07 1.69593e+07 1.62856e+07 4.04702e+07 1.41642e+07 1.065e+07 6.02366e+07 9.80928e+06 9.38639e+06 8.84717e+06 1.03525e+07 8.77117e+06 8.65504e+06 8.10136e+06 7.16191e+06 6.07586e+06 6.03097e+06 5.98561e+06 6.07865e+06 4.93932e+06 5.15367e+06 4.8513e+06 7.52083e+06 4.49691e+06 3.51843e+06 3.61505e+06 3.18556e+06 3.06682e+06 3.04594e+06 2.84543e+06 2.64199e+06 2.37516e+06 2.2439e+06 2.41624e+06 2.13265e+06 1.8461e+06 1.38223e+06 1.06447e+06 threshold=2779.5510000000008 2773.7250000000004 2632.2792750000003 474.32500000000005 1254.2925000000002 145.14425000000003 2632.2792750000003 135.63000000000002 262.36100000000005 484.73415000000006 27.234500000000004 885.78750000000014 194.40750000000003 365.76300000000003 35.102500000000006 1800.6974500000001 0 1836.963 0.43224999999999997 1874.1882800000003 1532.4010000000001 2022.5000000000002 1378.2725000000003 109.49000000000002 131.45865000000003 122.50250000000001 1 114.43050000000001 1489.0961200000002 2593.0505000000003 28.443000000000001 1092.2600000000002 174.73500000000004 1530.4632000000001 763.31500000000017 14.489570000000002 2022.5000000000002 738.75250000000005 543.59225000000015 21.467000000000002 62.170500000000011 2 3 419.26300000000009 732.3900000000001 375.74740000000003 860.12500000000011 152.55250000000004 2022.5000000000002 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 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 left_child=3 9 -3 5 7 10 8 16 23 35 30 34 -6 25 -15 32 17 48 24 27 21 -11 26 39 -18 40 -13 -10 29 -17 43 42 -14 -34 41 36 -2 -16 -25 -7 -12 -9 -32 47 -45 -36 -27 -1 -5 right_child=1 2 -4 4 12 6 -8 11 19 20 13 22 15 14 37 28 18 -19 -20 -21 -22 -23 -24 38 -26 46 -28 -29 -30 -31 31 -33 33 -35 45 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 leaf_value=-0.085838169810515966 7.0498633540760389 26.919214670181272 75.84886822040265 2.2065730519719042 1.9959480917794363 0.16932669855475285 20.937770999396839 0.71232159093022351 1.3084950136376565 12.808764577507972 0.090421333079434216 6.7608554979165403 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23 1317 301 2142 391 707 38 38 1467 21 59 21 59 23 25 39 199 1507 2539 470 12613 796 30 50 57 2603 52 internal_value=0 18.5375 54.5751 -0.0113859 2.79949 -0.0349441 0.879547 2.2526 0.818471 7.02547 -0.0554726 3.36055 8.48097 0.244045 2.22736 9.46782 1.31345 3.47321 0.961741 2.06723 11.2826 9.1783 4.75495 0.538145 0.818293 0.20488 4.48095 1.95813 11.6443 10.2653 -0.0744316 0.108699 6.63836 5.53708 2.35231 2.5251 4.09344 1.48999 1.19879 0.334621 0.14029 2.02495 0.101316 -0.0825746 0.437954 4.22637 0.74419 -0.0839339 1.68128 internal_weight=0 190 46 363115 3018 360097 7906 2753 7882 144 352191 1263 265 20966 406 230 1490 191 1299 1445 74 54 530 6437 1261 20560 507 1419 130 92 331225 14101 100 80 733 70 47 385 1516 4921 18361 624 14080 317124 826 109 2199 316298 170 internal_count=363305 190 46 363115 3018 360097 7906 2753 7882 144 352191 1263 265 20966 406 230 1490 191 1299 1445 74 54 530 6437 1261 20560 507 1419 130 92 331225 14101 100 80 733 70 47 385 1516 4921 18361 624 14080 317124 826 109 2199 316298 170 cat_boundaries=0 1 2 3 4 cat_threshold=2 1030 2432 2 is_linear=0 shrinkage=0.01 Tree=52 num_leaves=54 num_cat=14 split_feature=0 2 0 2 7 2 4 25 24 4 0 0 2 5 0 24 22 10 25 15 9 25 10 9 2 2 25 25 0 0 7 25 7 4 0 12 11 8 24 7 6 0 5 25 0 24 25 24 5 4 24 0 2 split_gain=6.2966e+08 5.66328e+08 2.3635e+08 1.11035e+08 1.0428e+08 6.66729e+07 9.49038e+07 3.01167e+07 2.4731e+07 3.369e+07 2.42782e+07 1.81866e+07 1.5615e+07 1.52261e+07 1.48404e+07 1.30441e+07 1.41197e+07 1.03316e+07 8.00463e+06 7.2941e+06 6.90922e+06 1.65102e+07 5.57435e+07 6.61225e+06 6.50028e+06 9.74085e+06 6.03126e+06 6.02142e+06 5.66934e+06 5.39632e+06 6.4995e+06 5.15053e+06 5.03107e+06 4.65595e+06 4.35992e+06 4.30924e+06 3.82206e+06 3.45324e+06 3.59987e+06 3.29451e+06 3.20706e+06 2.26228e+06 2.03035e+06 1.49496e+06 1.43462e+06 1.13513e+06 862125 857449 918811 522509 167854 86238.6 45678.2 threshold=2773.7250000000004 2593.0505000000003 474.32500000000005 1254.2925000000002 1888.9124200000003 145.14425000000003 2632.2792750000003 0 1 970.01225000000011 103.32460000000002 28.443000000000001 215.24100000000001 1874.1882800000003 1501.0951200000002 2 8.6540000000000017 519.72350000000017 3 1069.0300000000002 383.33200000000005 4 214.75250000000003 732.3900000000001 1444.3300000000002 11.926500000000003 5 6 885.78750000000014 988.99750000000006 236.24100000000001 7 815.13625000000013 726.06900000000007 1836.963 1092.2600000000002 79.267885000000021 998.8850000000001 8 177.86800000000002 130.82125000000005 1501.0951200000002 234.36750000000004 9 1266.1895000000002 10 11 12 30.369000000000003 202.85550000000003 13 1266.1895000000002 221.80500000000004 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 1 2 2 9 2 2 9 2 2 2 2 9 9 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 9 2 1 9 1 2 2 1 2 2 left_child=2 24 5 7 -3 11 10 12 23 29 26 20 15 27 19 28 -17 -11 37 -14 31 22 -22 36 25 -2 33 -12 -4 -10 -31 45 -27 -7 -16 39 44 38 -13 -20 -33 -25 -23 -28 -5 -1 50 49 -49 -48 51 -9 -52 right_child=1 4 3 8 -6 6 -8 46 9 17 13 18 14 -15 34 16 -18 -19 35 -21 21 42 -24 41 -26 32 43 -29 -30 30 -32 40 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 47 48 -50 -51 52 -53 -54 leaf_value=0.19281199009331029 10.274315977135643 35.780394046020504 3.3213672069431865 2.9476867406708851 66.415693572998038 0.83246258447944188 20.728393505414328 0.4285715172767639 5.4215164531805575 21.295494600931804 2.1501969849200702 1.2945125610972272 3.1784047880799453 8.6445679744597417 9.9550700502395628 1.385938373874295 9.0068212855339045 13.419796858141499 0.12449133364418222 8.2168911609649662 1.1743874441859234 0.098202819854967191 19.772191471099855 5.5685735199668196 13.586312132335845 1.7126473636627197 0.41085215391732638 1.0743157517755217 7.2758698275551863 13.902912582397462 6.2546752815246576 -0.088565441613658577 7.855368286768595 3.1927574656768281 5.837396086400064 4.5799540103565564 -0.097146248476845887 4.0651188770417246 0.46579486041611268 0.82173034631688124 0.25135410921360207 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0.151506 -0.0854786 7.78142 0.29078 0.237614 4.48546 0.0740024 0.546086 0.757986 0.953109 -0.0460592 0.0317881 0.282855 -0.225636 internal_weight=0 181 363124 2960 45 360164 7924 2687 273 151 7900 352240 1876 2276 822 1054 908 67 20869 710 331371 985 103 122 136 115 5624 2245 146 84 45 330386 54 1750 112 18218 80 2651 2620 18196 308719 42 882 3874 52 21667 811 571 458 113 240 121 119 internal_count=363305 181 363124 2960 45 360164 7924 2687 273 151 7900 352240 1876 2276 822 1054 908 67 20869 710 331371 985 103 122 136 115 5624 2245 146 84 45 330386 54 1750 112 18218 80 2651 2620 18196 308719 42 882 3874 52 21667 811 571 458 113 240 121 119 cat_boundaries=0 6 7 8 14 20 26 31 37 38 44 45 51 52 53 cat_threshold=204785152 134480900 68161808 1073807360 2113536 2147484674 1678 4 1081344 0 320 1073741824 128 1024 8388608 262144 1052688 0 0 1 2218033696 134218308 256 328193 2113536 1024 70288384 262208 67109136 0 4096 3222274048 360452 193 1179648032 21006864 1353717258 22 134284288 1074037768 135270416 1142947840 4199680 2147483649 1029 0 98336 513 3145760 2048 1 385 461 is_linear=0 shrinkage=0.01 Tree=53 num_leaves=58 num_cat=9 split_feature=3 2 4 0 1 1 25 3 2 2 0 0 24 2 0 1 2 10 1 3 2 11 1 25 2 10 2 2 0 2 0 4 6 25 25 25 7 14 4 7 19 24 2 10 14 25 19 25 1 0 3 6 2 4 13 0 1 split_gain=6.90129e+08 7.13646e+08 4.65851e+08 2.55528e+08 8.9737e+07 7.02539e+07 3.78699e+07 3.70665e+07 2.82877e+07 2.18707e+07 2.04105e+07 1.82865e+07 1.74006e+07 1.68745e+07 1.44235e+07 1.42642e+07 1.36781e+07 1.31874e+07 1.2218e+07 2.22635e+07 7.70648e+06 7.52618e+06 7.30693e+06 6.49813e+06 6.24555e+06 6.50559e+06 4.07388e+07 5.97839e+06 5.94755e+06 5.69435e+06 5.21471e+06 4.48607e+06 4.39857e+06 4.33812e+06 4.01084e+06 3.69551e+06 3.54385e+06 3.41237e+06 3.32765e+06 3.12713e+06 3.12355e+06 2.79375e+06 2.46008e+06 2.38364e+06 2.15013e+06 2.08883e+06 2.0859e+06 1.73604e+06 1.60241e+06 2.47385e+06 1.53835e+06 1.51078e+06 1.4017e+06 1.33072e+06 991044 553639 422004 threshold=2692.2960000000003 2593.0505000000003 2632.2792750000003 591.40200000000016 1256.4300000000001 90.42110000000001 0 476.54200000000009 1444.3300000000002 2593.0505000000003 2773.7250000000004 1501.0951200000002 1 177.27750000000003 87.006000000000014 128.48000000000002 1800.6974500000001 137.37570000000002 1461.4925000000003 802.00500000000011 484.73415000000006 8.2960000000000012 190.23400000000001 2 27.046500000000005 241.39650000000003 34.242000000000012 228.94595500000003 112.43250000000002 669.1825 122.50250000000001 1291.5535000000002 36.314500000000002 3 4 5 397.76814000000007 643.44200000000012 861.89750000000015 608.55210000000022 222.42400000000001 6 145.14425000000003 1797.2975000000001 485.49000000000007 7 380.04000000000002 8 33.81900000000001 2773.7250000000004 1278.9218000000003 642.48675000000014 48.756000000000007 480.16275000000002 127.19150500000002 1501.0951200000002 315.10000000000008 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 9 9 2 2 2 2 2 1 2 2 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882 303429 636 1885 634 450 40 6750 75 421 85 184 157 cat_boundaries=0 6 7 12 18 24 30 31 38 39 cat_threshold=137414144 134480896 67113232 1073807360 2113536 2147484672 3098 202474496 8651776 135270656 1 2117632 3222274048 360452 268435649 1178616096 21006848 279975434 1083392 262144 67109184 33554432 0 1056 135300736 1074036736 35132240 1141113345 2098688 1024 2 536903684 112 2155943956 2150834688 268448784 1074274401 1 32768 is_linear=0 shrinkage=0.01 Tree=54 num_leaves=57 num_cat=0 split_feature=3 2 0 0 1 1 3 1 2 2 0 2 0 0 10 1 3 3 10 22 0 26 9 5 2 5 2 9 2 2 0 1 2 9 0 3 8 0 8 5 2 5 6 10 7 10 19 9 7 3 11 2 12 26 0 7 split_gain=6.76395e+08 6.99445e+08 2.89031e+08 2.50442e+08 8.79512e+07 6.88602e+07 3.6328e+07 2.91513e+07 2.77248e+07 2.14355e+07 2.00044e+07 1.65376e+07 1.59831e+07 1.41386e+07 1.2925e+07 1.19749e+07 2.18204e+07 1.14188e+07 2.29797e+07 9.72598e+06 8.55512e+06 8.95495e+06 8.28564e+06 7.87901e+06 7.55312e+06 9.36342e+06 6.12127e+06 7.54437e+06 3.24584e+07 5.85901e+06 5.83156e+06 5.66336e+06 5.58103e+06 5.30749e+06 5.11093e+06 3.86186e+06 3.6779e+06 3.21559e+06 2.90863e+06 2.86952e+06 2.41112e+06 2.30526e+06 2.24039e+06 2.22988e+06 2.18719e+06 2.11713e+06 2.04439e+06 1.86053e+06 1.53557e+06 1.52447e+06 1.45781e+06 1.37381e+06 1.37318e+06 1.24158e+06 1.17035e+06 1.10466e+06 threshold=2692.2960000000003 2593.0505000000003 2773.7250000000004 591.40200000000016 1256.4300000000001 90.42110000000001 476.54200000000009 135.63000000000002 1444.3300000000002 2593.0505000000003 2773.7250000000004 177.27750000000003 1114.9175000000002 87.006000000000014 137.37570000000002 1461.4925000000003 802.00500000000011 1278.9218000000003 84.936000000000021 8.6540000000000017 2773.7250000000004 2022.5000000000002 732.3900000000001 575.25150000000008 484.73415000000006 274.07025000000004 27.046500000000005 383.33200000000005 39.171500000000002 228.94595500000003 112.43250000000002 1097.7209 669.1825 1103.8800000000003 122.50250000000001 248.70244000000002 199.02000000000004 95.114250000000013 284.90550000000007 658.22750000000008 145.14425000000003 543.59225000000015 311.24100000000004 741.05500000000018 87.861000000000018 117.18350000000002 380.04000000000002 365.76300000000003 759.38475000000005 45.126000000000005 531.428 48.756000000000007 679.73250000000019 2022.5000000000002 233.46861500000003 397.76814000000007 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 left_child=3 8 -3 5 7 13 11 19 14 10 24 30 39 26 40 32 -17 22 -19 20 33 -22 -14 37 51 -26 41 35 -29 44 38 -25 46 -5 -34 -28 50 -13 -7 53 -2 49 -18 -43 54 -41 -8 -32 -11 -1 -31 -6 -46 -9 -15 -38 right_child=1 2 -4 4 9 6 15 12 -10 48 -12 23 17 29 -16 16 42 18 -20 -21 21 -23 -24 31 25 -27 27 28 -30 36 47 -33 34 -35 -36 -37 55 -39 -40 45 -42 43 -44 -45 52 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 leaf_value=-0.082018262622287508 -0.14896882246522342 23.553390565352007 71.620422786844188 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0.41220348553784492 3.89040555426415 leaf_weight=315274 34 22 29 959 36 7214 603 259 27 20 37 941 230 4913 29 21 20 27 30 23 32 25 44 198 37 88 15420 21 184 515 1744 20 66 30 130 527 102 944 284 47 31 532 20 23 920 79 33 141 20 8000 20 39 28 213 1953 47 leaf_count=315274 34 22 29 959 36 7214 603 259 27 20 37 941 230 4913 29 21 20 27 30 23 32 25 44 198 37 88 15420 21 184 515 1744 20 66 30 130 527 102 944 284 47 31 532 20 23 920 79 33 141 20 8000 20 39 28 213 1953 47 internal_value=0 19.8243 50.8856 -0.0110191 3.29647 -0.0318709 0.701057 2.56437 6.73232 8.57713 7.4343 0.550008 3.86009 -0.0579067 4.1669 2.64389 6.92057 5.62312 9.69536 1.43834 1.29689 5.064 4.77597 1.35151 6.18469 7.68999 -0.067977 0.122016 2.02818 0.344981 0.370369 3.15139 2.33034 1.07978 3.80569 0.0975122 1.23247 1.14335 0.245371 2.88424 1.69008 -0.0774536 2.587 0.56648 0.267295 4.22496 1.87567 0.867578 15.3484 -0.0785591 0.845489 3.67585 0.717545 2.52633 0.205128 2.62196 internal_weight=0 172 51 363133 2275 360858 12379 1998 121 277 237 11486 929 348479 94 893 61 331 57 1069 1046 57 274 2103 200 125 339981 16152 205 8498 9383 218 832 989 196 15947 684 1885 7498 598 65 323829 40 555 7814 126 636 1885 40 323274 535 75 948 472 6866 149 internal_count=363305 172 51 363133 2275 360858 12379 1998 121 277 237 11486 929 348479 94 893 61 331 57 1069 1046 57 274 2103 200 125 339981 16152 205 8498 9383 218 832 989 196 15947 684 1885 7498 598 65 323829 40 555 7814 126 636 1885 40 323274 535 75 948 472 6866 149 is_linear=0 shrinkage=0.01 Tree=55 num_leaves=63 num_cat=11 split_feature=0 1 0 4 1 1 0 25 5 0 1 6 0 24 0 16 26 6 16 26 7 0 4 7 1 0 6 9 4 8 25 19 9 1 17 9 4 25 25 6 7 24 6 5 21 1 25 25 5 0 25 25 7 19 1 8 4 5 5 25 5 5 split_gain=5.38905e+08 5.2321e+08 2.17296e+08 1.19329e+08 9.70154e+07 5.23071e+07 2.56947e+07 2.21877e+07 2.19957e+07 2.10564e+07 1.32845e+07 1.32405e+07 1.25715e+07 1.36119e+07 1.14519e+07 1.01803e+07 1.65248e+07 9.4275e+06 9.39635e+06 1.04559e+07 9.10774e+06 1.41202e+07 7.107e+06 6.67538e+06 6.66132e+06 6.3845e+06 7.11353e+06 6.28204e+06 6.1025e+06 5.73353e+06 5.51587e+06 4.47127e+06 4.39166e+06 4.28363e+06 4.03122e+06 3.86496e+06 3.72768e+06 3.39392e+06 2.9476e+06 2.8378e+06 3.71284e+06 2.80028e+06 2.51863e+06 2.44438e+06 2.96298e+06 2.30612e+06 2.04131e+06 1.95936e+06 1.92101e+06 1.57944e+06 1.49013e+06 1.38033e+06 1.32996e+06 1.14328e+06 821770 802551 740367 474078 589115 407217 368393 141816 threshold=2773.7250000000004 2779.5510000000008 374.55537400000009 2632.2792750000003 677.74500000000012 92.667500000000004 1114.9175000000002 0 2763.7525000000005 112.43250000000002 733.23400000000015 1913.0125000000005 1114.9175000000002 1 28.443000000000001 52.521000000000008 2022.5000000000002 1118.3050000000001 675.22100000000012 2022.5000000000002 512.23350000000016 196.47460000000004 417.12564900000007 86.254000000000005 355.00374000000005 688.40820000000008 3.1710000000000007 176.8184 125.16240000000001 652.05450000000008 2 715.25850000000014 887.33690000000013 2779.5510000000008 1095.1042000000002 787.73500000000001 321.65125000000006 3 4 28.896049999999999 512.23350000000016 5 483.48500000000007 397.76814000000007 15.072446500000002 959.97700000000009 6 7 1530.4632000000001 162.71250000000001 8 9 759.38475000000005 350.60862850000007 51.897000000000013 704.68026050000014 378.77050000000003 64.70892400000001 611.84520000000009 10 511.91625000000005 1874.1882800000003 decision_type=2 2 2 2 2 2 2 9 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 2 9 9 2 2 1 2 2 2 2 9 9 2 2 9 9 2 2 2 2 2 2 2 9 2 2 left_child=2 15 5 -3 7 14 11 12 18 23 29 25 22 32 30 16 24 -15 19 -8 49 -22 41 33 -2 42 -27 -18 31 36 48 38 -14 37 -20 -24 -11 -7 -16 46 -41 -4 -6 45 -45 -25 -32 55 51 -12 54 -1 -31 -49 56 -30 -9 59 -59 -52 -56 -50 right_child=1 3 4 -5 6 9 8 50 -10 10 20 -13 13 17 28 -17 27 -19 34 -21 21 -23 35 43 -26 26 -28 -29 47 52 39 -33 -34 -35 -36 -37 -38 -39 -40 40 -42 -43 -44 44 -46 -47 -48 53 61 -51 57 -53 -54 -55 60 -57 -58 58 -60 -61 -62 -63 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2070 3221225472 98308 65 1179730736 21105664 1352684584 135366176 1208256004 34607888 1146356227 2101248 1152 3458564 134513732 67113296 1074167808 6292993 1568 2712 537952388 17039424 2424379524 2149851136 268481040 537395778 1 1081344 262144 0 1073741824 4096 65536 1074004064 134742016 1 4096 65 2147483648 65540 0 4194336 4196352 268440576 4 32772 64 33554464 0 0 2 is_linear=0 shrinkage=0.01 Tree=56 num_leaves=64 num_cat=12 split_feature=0 3 0 8 3 3 0 26 4 11 25 6 0 14 0 24 4 6 25 19 20 0 3 26 9 10 6 25 7 26 25 3 22 7 5 14 5 5 24 11 16 4 25 11 4 6 0 4 26 25 8 16 25 6 8 0 24 4 11 25 8 24 7 split_gain=5.28181e+08 2.83833e+08 2.12987e+08 7.60118e+07 6.94537e+07 4.88332e+07 3.71887e+07 3.15654e+07 3.35195e+07 2.49256e+07 2.13753e+07 1.95187e+07 1.81263e+07 1.62734e+07 1.16587e+07 1.39768e+07 1.1044e+07 1.03979e+07 8.91892e+06 8.06405e+06 9.21406e+06 8.02877e+06 7.80177e+06 1.03584e+07 7.73194e+06 7.66139e+06 6.95713e+06 6.75249e+06 6.53635e+06 9.75371e+06 5.32628e+06 5.19708e+06 4.73713e+06 4.20035e+06 4.05045e+06 3.50304e+06 3.41383e+06 3.16282e+06 2.49346e+06 2.47375e+06 2.47199e+06 2.35138e+06 2.33078e+06 2.29591e+06 2.28014e+06 2.26311e+06 2.16526e+06 1.99295e+06 1.99215e+06 1.7614e+06 1.55352e+06 1.52816e+06 1.51609e+06 2.47684e+06 1.45566e+06 1.32318e+06 1.23613e+06 1.13504e+06 1.08156e+06 887186 773645 644907 590465 threshold=2773.7250000000004 2692.2960000000003 374.55537400000009 2877.4750000000008 476.54200000000009 165.11725000000004 1114.9175000000002 2022.5000000000002 26.188250000000007 1156.9900000000002 0 253.31100000000006 44.556600000000003 1298.1175000000001 1114.9175000000002 1 117.58985000000001 1913.0125000000005 2 249.43974 54.833400000000005 141.98703000000003 1278.9218000000003 2022.5000000000002 502.38034000000005 59.344000000000001 889.19240000000013 3 572.8955000000002 2022.5000000000002 4 566.70675000000006 8.3462500000000031 1489.0961200000002 57.965000000000011 148.12306350000003 658.22750000000008 911.29109000000005 5 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2147483713 1178682160 21105664 278942760 68190208 263232 134742272 1073741824 2097152 1 135628416 1074038276 34607888 72613891 2118144 2147483776 3458564 134513732 67113296 1074167808 1080034817 1568 1081348 262208 276895876 2151030784 268481040 1611137603 1 2147483648 65540 0 4194336 4196352 268440584 4 294980 134742080 33554464 4096 1 72 is_linear=0 shrinkage=0.01 Tree=60 num_leaves=57 num_cat=9 split_feature=2 4 12 0 2 0 2 25 0 4 3 2 3 14 0 6 0 6 22 24 3 25 9 4 3 0 4 0 3 7 9 9 7 10 25 25 0 11 25 24 5 5 5 6 24 11 11 4 25 2 3 3 8 6 6 8 split_gain=6.74374e+08 7.36877e+08 2.90981e+08 2.30079e+08 7.60702e+07 5.87081e+07 5.22595e+07 4.64458e+07 7.88001e+07 4.4197e+07 2.98034e+07 2.41935e+07 2.05777e+07 1.66268e+07 1.62469e+07 2.08161e+07 1.38116e+07 1.30838e+07 1.21855e+07 1.1283e+07 1.01997e+07 9.6083e+06 9.37906e+06 1.10052e+07 1.04324e+07 9.3087e+06 7.66125e+06 7.12441e+06 6.97516e+06 6.83269e+06 6.7002e+06 1.58322e+07 4.38581e+07 4.82497e+06 4.62708e+06 4.45743e+06 4.12026e+06 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10410 2495 309 785 195 49 349542 1917 1710 570 325 1676 271 175 96 8493 3038 42 58 18821 330721 970 61 756 18191 329751 58 3018 1347 2641 909 630 310571 117 756 597 245 15550 5455 3027 19180 87 591 146 58 2428 cat_boundaries=0 5 6 12 18 24 30 31 32 38 cat_threshold=9437696 0 0 0 16384 187 136610816 1207959556 528656 1073741824 5120 1088 9469952 4 67109200 1077968896 4194304 1568 3758096384 98308 65729 1178731056 289541120 11555880 1082880 134479872 134746880 0 2102272 2147483648 22 374 136692224 1208288844 4352 1143209985 2117888 2147484832 is_linear=0 shrinkage=0.01 Tree=61 num_leaves=61 num_cat=8 split_feature=2 4 12 0 1 0 1 4 25 0 0 2 2 0 14 2 2 11 2 4 7 24 22 14 2 5 0 25 9 9 7 0 1 0 2 1 16 5 0 2 25 25 25 26 24 4 7 5 5 0 2 7 0 4 1 5 25 5 2 5 split_gain=6.60954e+08 7.22213e+08 2.8519e+08 2.25511e+08 8.15997e+07 5.75398e+07 5.39388e+07 4.33175e+07 3.33524e+07 4.31746e+07 3.12322e+07 2.62986e+07 2.24057e+07 2.19123e+07 1.85371e+07 1.89572e+07 1.72392e+07 1.53567e+07 1.52924e+07 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11556362 134479872 1073741828 1576960 1107296256 5120 65 2 256 136396800 296448 34603520 69468161 20480 2147483648 is_linear=0 shrinkage=0.01 Tree=62 num_leaves=64 num_cat=1 split_feature=2 4 12 0 1 0 1 4 0 2 2 3 0 3 0 26 15 11 9 1 3 13 1 22 5 0 2 9 9 7 2 7 7 7 2 3 5 19 7 12 26 11 24 0 2 2 19 0 1 0 5 2 12 0 14 0 4 10 5 7 3 0 11 split_gain=6.47801e+08 7.07841e+08 2.79515e+08 2.21059e+08 7.99656e+07 5.63948e+07 5.28664e+07 4.24555e+07 3.06107e+07 2.65159e+07 2.57753e+07 2.36631e+07 2.14765e+07 2.04333e+07 1.50634e+07 1.42168e+07 1.32623e+07 1.19566e+07 1.14573e+07 1.14087e+07 1.0957e+07 8.27908e+06 7.88175e+06 1.04455e+07 7.08452e+06 6.84368e+06 6.4972e+06 6.02239e+06 1.49005e+07 4.76902e+07 5.38549e+06 5.33552e+06 5.31011e+06 4.3241e+06 4.13532e+06 5.85888e+06 4.09039e+06 3.95044e+06 4.17745e+06 3.35938e+06 3.30764e+06 3.20681e+06 3.09168e+06 2.97307e+06 2.65608e+06 2.43894e+06 2.21085e+06 1.90292e+06 1.88886e+06 2.92107e+06 1.62194e+06 1.58548e+06 2.56084e+06 1.58304e+06 1.29998e+06 1.27022e+06 1.56973e+06 1.12206e+06 1.05328e+06 752354 701964 598975 336338 threshold=2593.0505000000003 2632.2792750000003 85.539750000000012 474.32500000000005 786.48464000000001 988.99750000000006 262.36100000000005 103.76505 988.99750000000006 669.1825 8.9330715000000023 109.37530000000002 31.087000000000003 1854.9329420000001 2773.7250000000004 2022.5000000000002 663.47250000000008 1602.5343235000003 50.590000000000011 1097.7209 182.95234000000002 9.8020000000000014 132.46500000000003 0.43224999999999997 611.84520000000009 1836.963 1800.6974500000001 383.33200000000005 406.08214000000004 8.9509000000000025 215.24100000000001 375.00750000000005 543.29875000000015 78.856500000000025 73.663000000000025 1854.9329420000001 992.2919965000001 518.5485000000001 759.38475000000005 625.92500000000007 2022.5000000000002 704.79726050000011 0 104.28351050000001 103.44915000000002 177.27750000000003 222.42400000000001 196.47460000000004 14.954500000000001 1114.9175000000002 34.610000000000007 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189 40 469 27 92 21 1281 715 15793 26 21 36 20 611 22 20 20 26 20 647 492 151 21 1987 30 64 98 23 641 41682 20 32 4371 22 3506 22 20 21 35 22 27 26 265405 145 1463 23 18345 1519 2075 39 86 116 38 20 leaf_count=626 31 21 29 189 40 469 27 92 21 1281 715 15793 26 21 36 20 611 22 20 20 26 20 647 492 151 21 1987 30 64 98 23 641 41682 20 32 4371 22 3506 22 20 21 35 22 27 26 265405 145 1463 23 18345 1519 2075 39 86 116 38 20 internal_value=0 20.1215 56.3948 -0.00885483 2.69331 -0.0304531 9.19757 2.05602 16.5248 0.856691 1.55542 -0.0495376 1.59197 6.56134 9.16127 10.203 2.25509 1.52481 7.43857 5.7914 8.93929 0.203598 1.22093 1.41447 3.03594 5.55875 1.44447 9.0111 4.92312 3.71567 6.62405 0.165223 -0.0653312 0.486107 12.156 -0.0755474 4.24739 0.134497 1.05961 6.22289 0.339952 0.276301 2.44676 0.201895 10.912 -0.0795233 0.922769 0.813163 1.8903 0.0896719 0.345067 0.239437 0.0597015 0.823362 0.253471 3.26946 1.30566 internal_weight=0 193 50 363197 2880 360317 257 2623 68 7588 2295 352729 2524 189 89 41 1443 2498 143 97 57 20715 753 681 762 328 2456 51 277 162 115 19962 332014 5064 53 311485 100 19299 663 42 852 3413 57 4398 46 307087 1651 1483 168 20529 2145 3356 18384 733 831 78 40 internal_count=363390 193 50 363197 2880 360317 257 2623 68 7588 2295 352729 2524 189 89 41 1443 2498 143 97 57 20715 753 681 762 328 2456 51 277 162 115 19962 332014 5064 53 311485 100 19299 663 42 852 3413 57 4398 46 307087 1651 1483 168 20529 2145 3356 18384 733 831 78 40 cat_boundaries=0 6 12 13 14 20 27 28 32 39 cat_threshold=68191744 142606336 67109136 4259840 6291520 1024 137414144 1207961152 201331024 1073807360 2117632 2 12 6 1074790400 98308 2147549249 1147232304 272796672 1352684576 2684387328 1074004032 276830356 2182480128 16785456 537928267 1 1 1048576 0 0 1073823776 136577060 33844 0 1074004002 21504 608 2 is_linear=0 shrinkage=0.01 Tree=66 num_leaves=57 num_cat=2 split_feature=0 1 3 1 3 5 0 0 2 3 6 2 0 6 2 5 10 1 9 24 0 7 26 2 7 5 3 2 9 1 0 26 26 1 9 1 24 7 5 1 3 1 2 10 8 6 8 3 1 5 7 13 8 7 1 11 split_gain=7.66128e+08 8.70232e+08 3.4257e+08 2.07771e+08 1.16997e+08 7.1906e+07 5.97976e+07 4.50751e+07 1.99765e+07 1.89789e+07 1.78967e+07 1.69058e+07 1.5749e+07 1.68752e+07 1.51247e+07 1.30571e+07 1.11796e+07 9.53767e+06 8.46914e+06 8.37319e+06 1.77852e+07 8.01858e+06 1.34244e+07 3.10437e+07 8.00868e+06 7.36956e+06 7.1861e+06 6.93611e+06 6.50987e+06 6.40166e+06 5.71933e+06 5.0507e+06 4.19806e+06 4.10507e+06 1.37286e+07 3.6818e+07 3.91669e+06 3.77467e+06 3.66017e+06 3.65178e+06 3.46765e+06 3.22781e+06 2.69696e+06 4.10523e+06 3.74023e+06 2.09843e+06 1.98265e+06 1.89476e+06 1.80781e+06 1.65912e+06 1.55383e+06 2.22215e+06 1.34708e+06 1.28174e+06 1.03698e+06 119788 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 469.42150000000009 1278.9218000000003 2763.7525000000005 166.73750000000004 885.78750000000014 957.78375000000017 114.706 114.16720000000002 215.24100000000001 1114.9175000000002 1913.0125000000005 50.517750000000014 511.91625000000005 1797.2975000000001 2779.5510000000008 1532.4010000000001 0 1114.9175000000002 322.90600000000012 2022.5000000000002 45.449154000000007 86.254000000000005 575.25150000000008 191.28750000000002 1092.7150000000004 732.3900000000001 1461.4925000000003 128.25177000000002 2022.5000000000002 2022.5000000000002 26.719375000000003 383.33200000000005 48.966000000000001 1 86.254000000000005 184.35900000000001 1891.4572200000002 141.98700000000005 7.7340000000000009 8.9330715000000023 392.62500000000006 97.157000000000025 152.55250000000004 1926.0125000000005 89.966000000000022 40.404100000000007 350.27250000000004 654.14525000000003 24.372500000000006 903.726 30.562000000000005 423.81250000000006 7.2700000000000005 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 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=3 21 -3 6 7 12 14 9 42 30 -10 19 13 39 33 -14 18 25 40 20 32 22 23 -2 41 -11 37 -23 -12 -17 52 -22 -8 45 47 -36 -32 48 -26 -6 -13 -21 44 -44 -9 46 -1 -35 -16 -39 54 -52 -5 -47 -28 -24 right_child=1 2 -4 4 5 -7 11 8 10 17 28 16 15 -15 26 29 -18 -19 -20 24 31 27 55 -25 38 -27 50 -29 -30 -31 36 -33 -34 34 35 -37 -38 49 -40 -41 -42 -43 43 -45 -46 53 -48 -49 -50 -51 51 -53 -54 -55 -56 -57 leaf_value=-0.072912486063461374 16.628965319880734 25.071386533464707 78.104963631465523 0.34697794891488853 4.122910812442953 22.886666289820816 1.5578322586472906 7.2035067198011609 15.862244953287059 1.9615741862753873 2.7849738102299826 1.081544546899061 15.395708485245706 12.830178305886008 0.054125029926675811 4.4245212714374063 9.0373528289794915 9.1736372410167348 7.9959463973272413 0.015699677957056263 7.478945686064268 6.3754115982055666 0.74536937594413755 1.8487271525065105 0.7817160790831531 4.0414326614115668 0.81504930909131279 14.208541053625254 9.0098594197772801 10.911420998408875 3.2018219842471134 2.3528291206524292 0.31703744344759088 0.032165092580537687 15.705462948799134 1.1941584965136411 0.98386229838486072 0.53815337636786797 2.0815400774053665 -0.51811992463611423 2.0528927937123562 0.61475035505155218 2.1040535720618996 5.4869705354942475 2.0061271114349366 0.089430874803021837 1.7604009075488074 0.43031439570142427 0.34707685531383908 1.6669892487391618 3.6774358584483462 0.48606412580609326 2.6113388690242063 0.60746092128643736 2.75977278641292 1.8398460474014282 leaf_weight=319927 27 21 29 975 88 33 642 45 29 649 28 688 32 22 8414 32 21 22 21 2542 57 20 20 30 591 231 1322 26 42 29 131 29 474 14096 20 139 260 1567 342 21 789 1392 111 53 20 2201 59 1306 2810 142 48 40 27 610 28 20 leaf_count=319927 27 21 29 975 88 33 642 45 29 649 28 688 32 22 8414 32 21 22 21 2542 57 20 20 30 591 231 1322 26 42 29 131 29 474 14096 20 139 260 1567 342 21 789 1392 111 53 20 2201 59 1306 2810 142 48 40 27 610 28 20 internal_value=0 19.9203 55.8309 -0.00876379 2.66651 9.1056 -0.0301471 2.03561 5.50317 1.54003 9.25655 0.84818 7.07535 4.84122 -0.0490419 10.2224 1.79166 2.67012 1.69009 0.612038 1.35721 7.36419 5.73349 8.84989 0.424343 2.50754 0.268695 10.8028 6.51991 7.50846 0.808262 5.75037 1.03083 -0.0625371 0.0961048 3.01948 1.83401 0.194131 1.25818 3.22877 1.60043 0.227667 3.88052 3.19731 5.60431 -0.0701847 -0.0725745 0.0659258 0.127467 0.631948 0.93931 2.22681 0.407994 0.201846 0.855384 1.29261 internal_weight=0 193 50 363197 2880 257 360317 2623 328 2295 99 7588 224 131 352729 93 1519 902 1498 6069 1202 143 97 57 4867 880 14371 46 70 61 1393 86 1116 338358 15561 159 391 12933 933 109 1477 3934 229 164 65 322797 319986 15402 11224 1709 1438 88 1002 2811 1350 40 internal_count=363390 193 50 363197 2880 257 360317 2623 328 2295 99 7588 224 131 352729 93 1519 902 1498 6069 1202 143 97 57 4867 880 14371 46 70 61 1393 86 1116 338358 15561 159 391 12933 933 109 1477 3934 229 164 65 322797 319986 15402 11224 1709 1438 88 1002 2811 1350 40 cat_boundaries=0 1 2 cat_threshold=6 12 is_linear=0 shrinkage=0.01 Tree=67 num_leaves=59 num_cat=6 split_feature=1 2 4 1 3 7 2 2 12 25 26 3 2 4 1 9 1 1 10 1 9 26 25 7 9 2 4 1 3 1 9 3 11 12 3 7 25 12 25 3 8 26 3 17 7 25 10 12 25 9 7 11 1 5 4 11 4 4 split_gain=7.0143e+08 7.19499e+08 2.33973e+08 1.89765e+08 1.30644e+08 6.77736e+07 3.7184e+07 3.45112e+07 3.07807e+07 3.03117e+07 2.28009e+07 1.93388e+07 1.79615e+07 1.66075e+07 1.30058e+07 1.47917e+07 4.03418e+07 9.32383e+06 8.77904e+06 8.73323e+06 8.44145e+06 6.59122e+06 6.49344e+06 5.3561e+06 5.9426e+06 5.05113e+06 4.78557e+06 4.75425e+06 7.44513e+06 4.49973e+06 5.15854e+06 4.47338e+06 4.01845e+06 3.72109e+06 3.39606e+06 3.33474e+06 3.22129e+06 2.94583e+06 2.68522e+06 2.66926e+06 2.52216e+06 2.46987e+06 2.4501e+06 2.4082e+06 2.35179e+06 2.31605e+06 1.6921e+06 2.14314e+06 1.65872e+06 1.63501e+06 1.57767e+06 2.29643e+06 1.40509e+06 1.32057e+06 1.12108e+06 1.02184e+06 682451 542226 threshold=2779.5510000000008 2593.0505000000003 2632.2792750000003 355.00374000000005 1278.9218000000003 1489.0961200000002 145.14425000000003 957.78375000000017 320.35500000000008 0 2022.5000000000002 141.98700000000005 1092.7150000000004 141.82650000000004 26.307400000000005 365.76300000000003 33.333000000000006 860.12500000000011 893.42000000000007 677.74500000000012 85.335000000000022 2022.5000000000002 1 759.38475000000005 1532.4010000000001 257.07623000000007 558.69700000000012 1461.4925000000003 566.70675000000006 1097.7209 679.93910000000005 122.45000000000002 826.40400000000011 320.35500000000008 974.18930000000012 86.254000000000005 2 596.83500000000015 3 1471.8415000000002 1926.0125000000005 2022.5000000000002 104.20500000000001 4.4050000000000011 608.55210000000022 4 22.314000000000004 164.94000000000003 5 502.38034000000005 252.00850000000005 472.50000000000006 48.156000000000013 543.59225000000015 398.06500000000005 221.19125000000003 625.2833710000001 726.06900000000007 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 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=3 10 -3 6 9 17 14 -7 -9 12 13 26 19 -2 22 31 -17 50 23 25 -12 -21 40 24 -13 -5 36 37 -29 -19 -31 38 -18 -20 45 48 52 -14 -16 -33 41 -1 -37 -25 -22 49 57 -48 -24 -11 54 -52 -8 -35 -6 -38 -47 -28 right_child=1 2 -4 4 5 7 11 8 -10 34 20 18 27 -15 15 16 32 29 33 21 44 -23 35 43 -26 -27 46 28 -30 30 -32 39 -34 53 -36 42 55 -39 -40 -41 -42 -43 -44 -45 -46 56 47 -49 -50 -51 51 -53 -54 -55 -56 -57 -58 -59 leaf_value=0.24308194380579623 16.490263237357141 24.654999898274742 67.612229776382449 1.0902090322730518 3.4910312828063965 6.6400436365036741 0.38663582364900828 30.358861767312757 14.329147050476074 0.71504148260816192 -0.79742118962605801 1.1876432429474535 5.042042670371857 5.7304632394130408 0.23870405519787649 15.668376299540203 1.0808507506947043 11.022320832570395 7.5515361455563577 3.8102850820030785 8.5012786322548273 2.0236846447910106 -0.0082742180870089485 4.3711740725873467 6.6689561862945563 2.502865374774061 2.0452328079397031 3.2848049684004348 10.943694079081217 5.0962712337659752 10.063290262858073 0.59948676174157101 5.4125533115863798 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8.71397 -0.032141 17.3322 22.0101 1.66364 6.97239 0.666736 2.39599 11.6669 -0.0469517 0.201485 2.22442 5.93519 1.50875 2.09993 3.29291 2.88566 -0.0618333 1.38052 1.24818 1.54168 0.358656 5.04002 7.70339 7.62954 6.60143 0.164707 1.37914 4.93709 0.531618 -0.0720639 0.304604 4.2706 0.116548 0.64042 0.129346 0.123532 0.201083 3.48292 6.08177 0.475759 1.98081 3.20184 -0.0759414 0.828275 3.36375 4.80878 0.562593 2.96031 2.07928 0.0676547 0.0195015 1.19342 internal_weight=0 185 53 363205 3970 283 359235 69 48 3687 132 7455 2223 58 351780 19881 355 214 1997 1991 74 827 331899 1925 1811 1164 5458 232 52 129 99 19526 334 72 1464 315043 5282 180 17731 1795 16856 16817 4407 114 44 1442 176 69 310636 803 85 40 2516 41 45 2766 639 107 internal_count=363390 185 53 363205 3970 283 359235 69 48 3687 132 7455 2223 58 351780 19881 355 214 1997 1991 74 827 331899 1925 1811 1164 5458 232 52 129 99 19526 334 72 1464 315043 5282 180 17731 1795 16856 16817 4407 114 44 1442 176 69 310636 803 85 40 2516 41 45 2766 639 107 cat_boundaries=0 6 12 18 24 30 37 cat_threshold=145802752 1216348160 67113296 1074069504 2113536 10 1074790400 98308 65600 1145110576 4230144 278943240 203720192 134481476 134742272 1143209985 2113856 1025 146116228 135300160 67113752 1048576 2101312 128 67371008 296512 135791104 73400320 4198400 2147483649 2684387328 262144 2424309781 2183274752 268574737 1611669603 1 is_linear=0 shrinkage=0.01 Tree=68 num_leaves=56 num_cat=7 split_feature=0 1 3 1 3 5 0 0 25 2 3 6 0 6 2 10 5 13 1 16 26 2 5 3 3 2 9 1 2 0 3 25 2 11 1 2 10 5 12 25 25 0 2 15 0 25 5 3 5 25 6 17 25 16 14 split_gain=7.40458e+08 8.40515e+08 3.29942e+08 1.99291e+08 1.12108e+08 6.94608e+07 5.79552e+07 4.36572e+07 1.97666e+07 1.92157e+07 1.83933e+07 1.75531e+07 1.53078e+07 1.62932e+07 1.41293e+07 1.308e+07 1.27772e+07 1.01817e+07 9.15311e+06 7.8509e+06 2.05524e+07 2.04646e+07 7.18761e+06 6.83709e+06 6.76146e+06 6.28566e+06 6.28101e+06 6.24254e+06 5.64735e+06 5.53356e+06 5.20183e+06 4.81325e+06 6.34041e+06 4.87693e+07 3.56957e+06 3.474e+06 3.31165e+06 3.21416e+06 3.03128e+06 3.01299e+06 2.9656e+06 5.63668e+06 2.64463e+06 4.49837e+06 3.31973e+06 2.27465e+06 2.4383e+06 1.93569e+06 1.65199e+06 1.44329e+06 1.33323e+06 1.038e+06 788488 637872 380032 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 469.42150000000009 1278.9218000000003 2763.7525000000005 162.71250000000001 885.78750000000014 0 957.78375000000017 114.706 114.16720000000002 1114.9175000000002 1913.0125000000005 50.517750000000014 1797.2975000000001 511.91625000000005 1099.5287500000002 2779.5510000000008 52.521000000000008 2022.5000000000002 45.449154000000007 575.25150000000008 304.68375000000009 165.11725000000004 172.98350000000002 732.3900000000001 1461.4925000000003 274.40500000000003 128.25177000000002 1278.9218000000003 1 26.254000000000001 43.806000000000004 1891.4572200000002 1092.7150000000004 1797.2975000000001 34.610000000000007 221.87500000000003 2 3 1501.0951200000002 8.9330715000000023 610.65000000000009 1266.1895000000002 4 257.09250000000003 53.741650000000007 435.02500000000003 5 1913.0125000000005 356.06250000000006 6 317.83250000000004 271.24895000000004 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 9 2 2 2 2 2 2 2 9 9 2 2 2 2 9 2 2 2 9 2 2 9 2 2 left_child=3 19 -3 6 7 12 14 10 15 42 29 -11 13 34 31 17 -14 23 22 20 21 -2 -12 -8 39 40 -13 -18 -22 49 -23 32 50 -34 -6 47 37 -33 -37 48 41 -10 44 -44 -9 54 -47 -27 -16 -5 -1 -31 -41 -42 -26 right_child=1 2 -4 4 5 -7 8 9 25 11 18 26 16 -15 24 -17 27 -19 -20 -21 28 30 -24 -25 45 35 -28 -29 -30 51 -32 36 33 -35 -36 38 -38 -39 -40 52 53 -43 43 -45 -46 46 -48 -49 -50 -51 -52 -53 -54 -55 -56 leaf_value=0.062646235763458999 16.457281997115523 24.688572976248608 76.735547937853582 0.95719643402558108 4.016177733052861 22.45932950337728 1.1576551657938847 7.6799627124561987 0.52574109545323222 15.629693572438997 1.9202552399621882 2.7087642450843537 15.139363651275636 12.566542358398438 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21 2056 29 49 leaf_count=21946 27 21 29 302 88 33 1711 34 2220 29 649 28 32 22 5111 25 32 39 22 26 29 20 231 467 534 407 42 29 20 370 21 305147 160 20 21 63 36 10890 21 5305 2212 45 143 21 31 855 249 539 146 700 35 21 2056 29 49 internal_value=0 19.5837 54.8758 -0.00862001 2.61149 8.9146 -0.0295624 1.99391 0.824272 5.40649 1.50619 9.08771 6.91917 4.71656 -0.0484004 1.61496 10.0218 1.54105 2.61871 7.24386 6.13931 9.69712 2.45944 1.45037 0.259437 0.500235 6.37746 7.33714 1.20196 0.785799 5.2453 -0.0614198 0.0810264 1.95024 3.13216 1.20592 -0.0714075 -0.0717553 3.15488 0.179942 0.340037 0.594142 3.81505 3.1385 5.52204 0.854022 1.11866 1.03286 0.362512 0.392085 0.0657564 1.79475 0.0489969 0.0802003 0.328076 internal_weight=0 193 50 363197 2880 257 360317 2623 7778 328 2295 99 224 131 352539 2242 93 2217 902 143 117 68 880 2178 14305 5536 70 61 49 1393 41 338234 22161 180 109 1030 316073 316037 84 12618 4506 2265 229 164 65 1687 1104 946 5257 1002 21981 391 7361 2241 583 internal_count=363390 193 50 363197 2880 257 360317 2623 7778 328 2295 99 224 131 352539 2242 93 2217 902 143 117 68 880 2178 14305 5536 70 61 49 1393 41 338234 22161 180 109 1030 316073 316037 84 12618 4506 2265 229 164 65 1687 1104 946 5257 1002 21981 391 7361 2241 583 cat_boundaries=0 6 12 18 25 32 38 45 cat_threshold=1082880 142606336 67109136 0 64 1024 3230662656 98308 2147549249 1145118768 166912 1353741320 137658880 134480452 4864 1177812993 270548993 1056 212074660 1073743140 135270400 1078001698 6312960 576 2 10486276 1073774632 33559120 1140850689 4096 1 2 33280 32768 64 1077936128 2097152 2147483648 75564164 1082229800 244842512 10240 4206848 2147483843 2 is_linear=0 shrinkage=0.01 Tree=69 num_leaves=57 num_cat=11 split_feature=0 1 3 1 3 5 0 0 25 2 25 6 0 6 2 5 10 3 13 26 2 15 3 24 3 3 24 9 1 2 3 25 2 10 1 10 5 25 2 0 0 2 15 8 25 0 25 5 3 24 17 2 8 25 3 25 split_gain=7.25723e+08 8.23789e+08 3.23377e+08 1.95331e+08 1.09876e+08 6.80785e+07 5.68117e+07 4.27874e+07 1.93635e+07 1.88333e+07 1.8048e+07 1.72038e+07 1.50032e+07 1.59689e+07 1.42394e+07 1.25229e+07 1.2265e+07 9.4176e+06 8.97427e+06 7.64783e+06 2.00574e+07 1.53911e+07 7.69842e+06 7.3286e+06 7.21638e+06 6.73504e+06 6.70003e+06 6.15602e+06 6.11831e+06 5.29525e+06 5.09832e+06 4.7055e+06 6.20841e+06 4.72459e+07 3.49854e+06 3.24549e+06 3.18871e+06 3.18739e+06 2.91598e+06 3.5994e+06 2.79078e+06 2.592e+06 4.40885e+06 3.64092e+06 2.57693e+06 4.60854e+06 2.10922e+06 1.94899e+06 1.93992e+06 1.90418e+06 1.85003e+06 1.73364e+06 1.03023e+06 909035 378327 341258 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 469.42150000000009 1278.9218000000003 2763.7525000000005 166.73750000000004 885.78750000000014 0 957.78375000000017 1 114.16720000000002 1114.9175000000002 1913.0125000000005 50.517750000000014 511.91625000000005 1797.2975000000001 114.706 1099.5287500000002 2022.5000000000002 45.449154000000007 232.65000000000003 42.249750000000013 2 131.57168150000004 191.28750000000002 3 732.3900000000001 1461.4925000000003 172.98350000000002 1278.9218000000003 4 26.254000000000001 43.918000000000006 1891.4572200000002 1797.2975000000001 28.695750000000004 5 1092.7150000000004 497.87850000000003 448.50050000000005 8.9330715000000023 610.65000000000009 97.157000000000025 6 1501.0951200000002 7 257.09250000000003 53.741650000000007 8 391.10350000000005 547.57500000000016 8.5195000000000025 9 974.18930000000012 10 decision_type=2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 2 9 2 2 1 2 2 2 9 2 9 left_child=3 19 -3 6 7 12 14 10 16 41 17 -11 13 34 31 -14 18 23 26 20 -2 22 -21 -5 -19 37 -8 -13 -17 44 -22 32 49 -34 -6 36 -33 51 48 -40 -20 43 -43 -9 45 -10 54 -48 -31 -1 52 -16 -12 -39 -27 -46 right_child=1 2 -4 4 5 -7 8 9 29 11 50 27 15 -15 25 28 -18 24 40 21 30 -23 -24 -25 -26 46 -28 -29 -30 38 -32 35 33 -35 -36 -37 -38 53 39 -41 -42 42 -44 -45 55 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 -57 leaf_value=0.21892977001824154 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1.0307944002213416 0.96092120165311845 -0.098951326106430093 -0.66648849409979749 -0.090801928271361396 leaf_weight=5899 27 21 29 186 88 33 469 45 2154 29 662 28 32 22 4635 32 26 31 22 27 20 21 27 509 729 389 1987 42 29 377 21 304103 160 20 21 36 12387 5508 35 38 20 143 21 20 1058 34 768 244 463 15753 20 385 158 2405 37 905 leaf_count=5899 27 21 29 186 88 33 469 45 2154 29 662 28 32 22 4635 32 26 31 22 27 20 21 27 509 729 389 1987 42 29 377 21 304103 160 20 21 36 12387 5508 35 38 20 143 21 20 1058 34 768 244 463 15753 20 385 158 2405 37 905 internal_value=0 19.3879 54.3271 -0.00853351 2.58541 8.82545 -0.0292668 1.97401 0.826851 5.35243 1.49117 8.99683 6.84998 4.66939 -0.0476838 9.92156 1.54107 2.15901 1.47606 7.17143 9.60015 4.96939 2.1444 1.33255 2.9432 0.260614 1.39768 6.31368 7.26376 0.466903 5.19285 -0.0607781 0.081197 1.93074 3.10083 -0.070571 -0.0709147 0.188427 1.15733 3.07439 6.05951 3.7769 3.10712 5.46682 0.316171 0.551057 0.909841 1.15523 0.990729 0.0658587 0.305043 0.385231 0.235382 0.0630082 0.292915 0.0512937 internal_weight=0 193 50 363197 2880 257 360317 2623 7588 328 2295 99 224 131 352729 93 2524 1455 2498 143 68 75 54 695 760 14371 2456 70 61 5064 41 338358 21832 180 109 316526 316490 12933 913 73 42 229 164 65 4151 2188 1438 1012 840 21652 840 5020 820 7913 426 1963 internal_count=363390 193 50 363197 2880 257 360317 2623 7588 328 2295 99 224 131 352729 93 2524 1455 2498 143 68 75 54 695 760 14371 2456 70 61 5064 41 338358 21832 180 109 316526 316490 12933 913 73 42 229 164 65 4151 2188 1438 1012 840 21652 840 5020 820 7913 426 1963 cat_boundaries=0 6 12 13 14 20 26 33 40 41 48 54 cat_threshold=68191744 142606336 67109136 4259840 6291520 1024 3196416 1207993920 201331024 1073807360 2117632 2 12 6 3230662656 98308 2147549249 1145110576 166912 1353741320 135561728 134480452 4352 1177812993 270548992 1056 145031332 1073743140 168825856 1073741858 21504 609 2 77594628 32808 33559120 1140850689 4096 1 2 7 69272580 1082229800 244843024 2048 4206849 2147483777 2 0 98896 524804 2248146945 0 2147483656 is_linear=0 shrinkage=0.01 Tree=70 num_leaves=54 num_cat=8 split_feature=3 2 12 2 3 3 21 7 5 25 2 26 8 11 18 25 8 26 8 17 4 2 3 4 3 3 4 25 2 24 25 26 2 2 2 25 20 8 7 10 10 2 18 11 4 2 25 5 5 8 10 25 13 split_gain=6.30828e+08 7.45587e+08 2.56206e+08 1.56545e+08 4.66824e+07 3.88916e+07 3.59636e+07 2.12837e+07 2.04609e+07 1.99055e+07 2.38822e+07 3.68625e+07 1.17221e+07 1.16597e+07 1.05999e+07 1.05661e+07 9.00408e+06 7.1656e+06 6.94849e+06 6.23734e+06 5.97939e+06 7.46445e+06 5.65013e+06 6.48387e+06 5.3306e+06 5.2955e+06 5.27686e+06 5.24124e+06 4.94478e+06 4.94369e+06 1.37205e+07 1.44845e+07 5.17758e+06 9.20522e+06 4.4398e+06 3.42685e+06 3.39333e+06 3.08715e+06 2.89583e+06 2.81491e+06 2.50432e+06 2.48624e+06 2.47956e+06 2.43367e+06 2.3749e+06 2.14643e+06 1.87372e+06 1.57023e+06 1.51036e+06 1.19283e+06 1.12436e+06 997853 420857 threshold=2692.2960000000003 2593.0505000000003 85.539750000000012 484.73415000000006 974.18930000000012 101.14250000000001 497.90450000000004 710.08000000000004 228.71120000000002 0 2593.0505000000003 2022.5000000000002 903.726 494.81977000000006 912.34500000000014 1 998.8850000000001 2022.5000000000002 483.75000000000006 1095.1042000000002 1115.3337000000004 1444.3300000000002 974.18930000000012 1876.5445000000002 292.91330000000005 271.92750000000007 784.4625000000002 2 36.015000000000008 3 4 2022.5000000000002 26.254000000000001 27.046500000000005 221.80500000000004 5 1.0000000180025095e-35 454.78225000000003 543.29875000000015 57.533522000000012 318.17125000000004 114.82650000000001 2044.7545000000002 177.60300000000004 66.811710000000019 957.78375000000017 6 160.69600000000003 63.058750000000011 704.68026050000014 741.05500000000018 7 228.87300000000002 decision_type=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 9 2 1 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 left_child=3 7 -3 5 9 15 12 34 19 10 16 -12 17 -9 22 29 26 38 36 27 -14 -22 23 -10 -18 52 -5 43 48 30 31 -1 42 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1024 263168 1074069508 202379264 70254592 4096 1 2684354564 1048576 2415985681 2150761216 289416752 1612185665 1 is_linear=0 shrinkage=0.01 Tree=71 num_leaves=52 num_cat=2 split_feature=1 0 2 0 2 3 5 1 3 1 3 2 10 0 15 4 10 5 26 10 0 1 1 4 0 24 0 20 5 5 18 9 19 0 1 8 4 4 3 8 2 12 24 2 0 3 4 6 5 26 0 split_gain=6.78649e+08 7.29743e+08 3.26655e+08 1.73363e+08 7.10825e+07 4.52028e+07 5.08473e+07 3.67179e+07 2.97045e+07 2.19764e+07 2.01428e+07 1.89155e+07 1.85354e+07 1.42857e+07 1.29465e+07 1.16085e+07 2.32756e+07 1.06706e+07 9.63948e+06 1.08225e+07 8.27901e+06 8.04681e+06 7.92294e+06 1.11043e+07 1.46247e+07 7.77094e+06 4.97471e+07 7.22668e+06 7.19102e+06 6.50836e+06 5.88472e+06 5.83131e+06 4.96743e+06 4.69858e+06 4.64922e+06 4.56261e+06 4.29568e+06 4.28951e+06 4.18374e+06 3.80824e+06 3.75378e+06 3.05028e+06 2.91656e+06 2.6056e+06 2.55316e+06 2.39381e+06 2.39892e+06 2.08172e+06 1.58995e+06 463104 150861 threshold=2779.5510000000008 2773.7250000000004 2593.0505000000003 346.24075000000011 957.78375000000017 2692.2960000000003 1121.68056 92.667500000000004 542.09453100000007 303.85500000000008 1471.8415000000002 119.85500000000002 741.05500000000018 1114.9175000000002 232.65000000000003 2632.2792750000003 358.75150000000002 511.91625000000005 2022.5000000000002 1105.5920000000003 21.467000000000002 1256.4300000000001 32.888000000000012 141.82650000000004 885.78750000000014 0 1266.1895000000002 265.92500000000007 763.31500000000017 221.66250000000002 284.39520000000005 592.5680000000001 608.3642675000001 1836.963 32.44100000000001 418.50114000000002 251.29000000000005 87.037500000000009 39.610000000000007 261.13200000000006 141.4265 345.12600000000003 1 1444.3300000000002 18.576880000000006 165.11725000000004 625.2833710000001 738.75250000000005 435.02500000000003 2022.5000000000002 137.97000000000003 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 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=3 8 -3 5 9 7 34 20 40 25 22 35 43 28 -14 16 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0.138468 12.1124 2.42429 0.289261 0.77798 0.131696 3.53393 1.00916 1.95766 4.19171 1.74232 5.86111 0.251885 -0.0636808 0.214057 1.73085 -0.0663242 0.888107 0.468301 internal_weight=0 193 56 363422 4346 359076 70 359006 137 3887 459 11340 106 1088 46 64 44 2872 229 121 347666 329 353 318 80 2799 294 2505 859 108 88 238 21602 47 49 8468 2417 21559 43 2543 73 144 715 60 8254 326064 3074 214 322990 247 51 internal_count=363615 193 56 363422 4346 359076 70 359006 137 3887 459 11340 106 1088 46 64 44 2872 229 121 347666 329 353 318 80 2799 294 2505 859 108 88 238 21602 47 49 8468 2417 21559 43 2543 73 144 715 60 8254 326064 3074 214 322990 247 51 cat_boundaries=0 1 2 cat_threshold=2 3458 is_linear=0 shrinkage=0.01 Tree=72 num_leaves=55 num_cat=9 split_feature=0 2 7 0 2 2 8 22 25 8 26 2 9 5 0 0 24 5 12 0 26 7 25 16 2 25 25 19 9 10 5 0 5 5 26 12 13 8 0 5 14 7 11 7 19 25 25 24 25 10 0 9 26 2 split_gain=6.37984e+08 6.29734e+08 2.31346e+08 1.66002e+08 8.5362e+07 4.00469e+07 4.9553e+07 2.75956e+07 2.29073e+07 1.86225e+07 1.78046e+07 3.58537e+07 1.45356e+07 1.36056e+07 1.03129e+07 9.5548e+06 9.46531e+06 1.03831e+07 1.02464e+07 8.8381e+06 1.07091e+07 7.47214e+06 6.77137e+06 6.67419e+06 6.54581e+06 5.85882e+06 5.20247e+06 5.03078e+06 5.18247e+06 4.91464e+06 4.8789e+06 4.00842e+06 3.75612e+06 3.32665e+06 5.79302e+06 3.08549e+06 2.84008e+06 2.63674e+06 2.55307e+06 2.52811e+06 3.33796e+06 2.2688e+06 2.04669e+06 1.84045e+06 1.75302e+06 1.6778e+06 1.40595e+06 1.21499e+06 1.17378e+06 1.24475e+06 250905 301127 250671 147982 threshold=2773.7250000000004 2593.0505000000003 2690.3565000000003 346.24075000000011 957.78375000000017 119.85500000000002 1926.0125000000005 43.621850000000009 0 998.8850000000001 2022.5000000000002 45.449154000000007 27.017500000000002 362.02000000000004 31.087000000000003 988.99750000000006 1 1874.1882800000003 1092.2600000000002 1114.9175000000002 2022.5000000000002 1282.0428000000002 2 257.71475000000004 520.5395000000002 3 4 249.43974 479.07240500000006 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105 100 2384 372 152 7962 43 48 18411 331918 803 66 234 2012 3079 2533 17374 61 104 2512 17313 737 314544 4828 15878 4883 209 1199 309716 14679 1282 796 218 486 377 578 109 internal_count=363615 206 51 363409 4277 359132 8803 459 3818 2536 155 77 78 8765 350329 439 205 105 100 2384 372 152 7962 43 48 18411 331918 803 66 234 2012 3079 2533 17374 61 104 2512 17313 737 314544 4828 15878 4883 209 1199 309716 14679 1282 796 218 486 377 578 109 cat_boundaries=0 6 7 13 19 25 32 38 39 45 cat_threshold=212911616 1216349696 68161808 1078001664 2113536 2147483651 1734 2285142048 262208 524544 1075053056 6309376 1024 1081344 134479936 67109184 0 128 1056 1074790400 98308 65 1178665504 165888 268441096 2684387328 262208 2424377344 2151039232 289416720 1620066306 1 673531396 9470992 167776788 1074790913 1075839041 2147484225 2435 65540 36 134742016 2149580800 5120 1088 is_linear=0 shrinkage=0.01 Tree=73 num_leaves=47 num_cat=7 split_feature=0 2 7 0 2 3 5 2 25 3 10 26 3 5 0 20 9 5 0 0 11 25 16 3 0 25 25 25 6 0 8 8 13 2 7 5 5 12 24 2 2 25 7 8 7 0 split_gain=6.25288e+08 6.17202e+08 2.26742e+08 1.62698e+08 8.36633e+07 4.13819e+07 5.18473e+07 3.47337e+07 2.27169e+07 2.0536e+07 1.90119e+07 1.74503e+07 3.56815e+07 1.55507e+07 1.55385e+07 1.54942e+07 1.42464e+07 1.02335e+07 9.64384e+06 9.5318e+06 9.39926e+06 6.60589e+06 6.54138e+06 6.32723e+06 6.75728e+06 5.40085e+06 5.31235e+06 4.88242e+06 4.15533e+06 4.01415e+06 3.6299e+06 2.77186e+06 2.5437e+06 2.51795e+06 2.37051e+06 2.18491e+06 1.59985e+06 1.55211e+06 1.29316e+06 1.47257e+06 1.24531e+06 746963 677130 488555 188449 128738 threshold=2773.7250000000004 2593.0505000000003 2690.3565000000003 346.24075000000011 957.78375000000017 2692.2960000000003 1121.68056 114.82650000000001 0 1278.9218000000003 2855.9890500000006 2022.5000000000002 104.20500000000001 228.71120000000002 988.99750000000006 1.0000000180025095e-35 27.017500000000002 26.141250000000007 1266.1895000000002 31.087000000000003 1602.5343235000003 1 257.71475000000004 974.18930000000012 153.94725000000003 2 3 4 1295.575 4.4014000000000015 1926.0125000000005 253.13250000000002 360.93040650000006 1800.6974500000001 106.43600000000002 62.170500000000011 274.07025000000004 148.01106350000003 5 437.0705000000001 104.10200000000002 6 710.08000000000004 40.114750000000008 274.78110000000004 1266.1895000000002 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 9 9 9 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 left_child=3 11 -3 5 8 7 40 19 9 20 14 12 -2 26 28 17 -13 -16 36 27 21 -5 -18 29 -25 32 33 30 37 -15 -1 -28 -21 -9 -27 -29 -11 -6 44 41 -7 -40 -30 -41 45 -10 right_child=1 2 -4 4 10 6 -8 13 38 18 -12 16 -14 23 15 -17 22 -19 -20 25 -22 -23 -24 24 -26 34 31 35 42 -31 -32 -33 -34 -35 -36 -37 -38 -39 39 43 -42 -43 -44 -45 -46 -47 leaf_value=0.083840733900369904 16.608668199327258 29.954736729939778 72.797804885137651 2.3211212785494881 2.4837563751198988 0.74381815005993024 20.774421206883023 0.89174246170230387 -0.24057399266474958 2.4925638231549945 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1216349696 68161792 1078001664 2113536 2147483715 9471488 142606848 67108864 4194304 16384 2 1081344 134479872 67109184 0 128 1056 2148564992 64 256 262144 4211200 1024 1074790400 360452 65 1178665504 165904 269506058 385 4 4 134742096 2214592512 5120 0 2 is_linear=0 shrinkage=0.01 Tree=74 num_leaves=47 num_cat=6 split_feature=1 0 2 0 2 3 7 25 0 1 3 26 3 14 1 2 6 3 5 1 3 7 13 0 1 6 1 17 5 8 1 3 25 2 2 3 25 8 0 24 17 0 25 1 24 0 split_gain=6.45872e+08 6.93065e+08 3.08912e+08 1.62662e+08 6.84954e+07 4.32234e+07 4.98457e+07 3.04333e+07 3.88049e+07 3.03833e+07 2.84098e+07 2.75145e+07 2.5968e+07 1.72719e+07 1.60557e+07 1.51567e+07 1.17393e+07 1.0936e+07 9.46076e+06 8.21374e+06 7.99393e+06 6.96987e+06 6.419e+06 6.39081e+06 7.51297e+06 6.12685e+06 5.15984e+06 4.96265e+06 4.93033e+06 4.87383e+06 4.77096e+06 4.43612e+06 4.41558e+06 4.03414e+06 3.59743e+06 3.28338e+06 3.06997e+06 3.05741e+06 2.77429e+06 2.46262e+06 2.19776e+06 2.07181e+06 1.27769e+06 834902 704537 153673 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2.01364e+07 1.32874e+07 9.87147e+06 9.05691e+06 8.68393e+06 1.30938e+07 8.61995e+06 6.67264e+06 5.66061e+06 5.63605e+06 6.29325e+06 5.21962e+06 5.98369e+06 4.85967e+06 4.64234e+06 4.54382e+06 4.29298e+06 3.95747e+06 4.40838e+06 3.90605e+06 3.71682e+06 4.45047e+06 3.29266e+06 3.05104e+06 3.01545e+06 2.92902e+06 3.56694e+06 2.98605e+06 2.64864e+06 2.41956e+06 2.40641e+06 2.17306e+06 1.99329e+06 1.65538e+06 1.24997e+06 928841 926776 911048 1.8919e+06 362045 185954 threshold=2692.2960000000003 2632.2792750000003 85.539750000000012 591.40200000000016 0 125.1855 2773.7250000000004 14.450258500000002 1107.1660000000004 1156.9900000000002 446.99425000000002 1103.8800000000003 92.246000000000009 1 1.7323 1913.0125000000005 685.98275000000012 415.75000000000006 531.67662500000017 512.71000000000015 678.56500000000017 87.861000000000018 111.36450000000001 380.04000000000002 459.91795000000008 2 3 322.90600000000012 73.83750000000002 983.00100000000009 256.21285000000006 479.07240500000006 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253 745 1003 8313 127 55 8537 8269 72 725 40 7848 3793 68 343485 7630 46 465 105 335855 268 234 685 163 7584 730 543 187 1533 46 6736 316546 360 4055 19309 514 277 165 97 237 68 internal_count=363567 178 51 363389 2309 361080 1579 114 1465 209 9058 46 352022 1256 253 745 1003 8313 127 55 8537 8269 72 725 40 7848 3793 68 343485 7630 46 465 105 335855 268 234 685 163 7584 730 543 187 1533 46 6736 316546 360 4055 19309 514 277 165 97 237 68 cat_boundaries=0 6 12 18 19 25 31 32 33 cat_threshold=145786368 134217728 67113232 1073807360 2113536 2147484674 1049088 0 0 0 2097152 2147483648 78677024 134480896 202903824 1077936128 6295552 1056 30 3221225472 98308 65 1181819184 4335632 1888490536 135562784 1208256004 1577296 33554433 6292480 1536 1045 380 is_linear=0 shrinkage=0.01 Tree=76 num_leaves=58 num_cat=13 split_feature=2 4 12 0 25 2 0 4 0 13 4 2 2 2 0 6 8 6 6 25 0 5 11 4 2 24 25 8 0 9 25 7 24 4 5 2 0 6 5 10 11 25 9 2 0 25 19 25 24 4 2 9 7 25 24 24 5 split_gain=5.19127e+08 5.60406e+08 3.59728e+08 1.68204e+08 5.53907e+07 4.67753e+07 4.32509e+07 5.70076e+07 3.83039e+07 3.53082e+07 2.75974e+07 2.72869e+07 1.91268e+07 1.28931e+07 1.1758e+07 1.14257e+07 9.97624e+06 9.97314e+06 7.19046e+06 6.51153e+06 5.97118e+06 5.76387e+06 5.72895e+06 4.40232e+06 7.62989e+06 5.1368e+06 4.34735e+06 6.18998e+06 4.32539e+06 4.27859e+06 4.21389e+06 3.58616e+06 3.57153e+06 3.54959e+06 3.2053e+06 2.66323e+06 2.58119e+06 2.36378e+06 2.17393e+06 2.09974e+06 1.87022e+06 1.81819e+06 1.66585e+06 1.82932e+06 1.55979e+06 1.55779e+06 1.53562e+06 1.49284e+06 1.38873e+06 1.38032e+06 1.12468e+06 1.07012e+06 1.01936e+06 873277 723310 696640 373228 threshold=2593.0505000000003 2632.2792750000003 85.539750000000012 531.67662500000017 0 114.82650000000001 1114.9175000000002 103.76505 2773.7250000000004 1280.8870000000004 508.16875000000005 27.046500000000005 957.78375000000017 1092.7150000000004 31.087000000000003 275.94813500000004 1128.2175000000002 987.12000000000012 1913.0125000000005 1 56.6175 575.25150000000008 311.45550000000009 1876.5445000000002 437.0705000000001 2 3 998.8850000000001 988.99750000000006 383.33200000000005 4 244.53950000000003 5 1291.5535000000002 1287.5327000000002 420.88550000000004 2773.7250000000004 137.63850000000005 1287.5327000000002 893.42000000000007 149.94850000000002 6 119.5475 192.11889000000002 393.17125000000004 7 249.43974 8 9 221.03315000000001 125.438 26.246250000000003 131.25250000000003 10 11 12 106.64530000000002 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 1 9 2 2 2 9 2 1 2 2 2 2 2 2 2 2 9 2 2 2 9 2 9 1 2 2 2 2 9 1 1 2 left_child=3 6 -3 5 8 14 44 -8 9 12 15 -10 16 29 30 20 -5 21 23 31 41 -11 -9 25 -25 -12 27 -17 -14 -13 38 32 -16 -19 -33 -22 42 45 48 -39 47 -7 53 56 51 -32 -42 -21 -1 -45 -28 -2 -40 54 -6 -55 -44 right_child=1 2 -4 4 36 10 7 22 11 17 18 13 28 -15 19 26 -18 33 -20 40 35 -23 -24 24 -26 -27 50 -29 -30 -31 37 34 -34 -35 -36 -37 -38 39 52 -41 46 -43 43 49 -46 -47 -48 -49 -50 -51 -52 -53 -54 55 -56 -57 -58 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2149860608 268477072 8801 1 212141572 1074038304 135266820 33595392 1344278592 2147484225 2760 0 1074070532 135790656 0 4199424 2620 1866 is_linear=0 shrinkage=0.01 Tree=77 num_leaves=51 num_cat=6 split_feature=2 4 12 0 25 2 0 4 0 3 1 2 15 13 2 0 11 4 1 6 8 25 3 19 11 2 25 1 3 3 9 25 0 26 24 1 0 6 0 19 10 4 1 0 2 9 25 1 13 1 split_gain=5.08796e+08 5.49254e+08 3.52569e+08 1.64865e+08 5.42815e+07 4.58502e+07 4.23902e+07 5.58731e+07 3.75416e+07 3.95945e+07 2.79149e+07 2.67439e+07 1.85368e+07 1.58956e+07 1.26365e+07 1.15246e+07 1.12835e+07 1.01828e+07 8.29383e+06 7.45808e+06 6.41065e+06 6.3828e+06 6.24604e+06 7.132e+06 5.61494e+06 5.38127e+06 5.1088e+06 4.68218e+06 4.45116e+06 4.33738e+06 4.19345e+06 3.85681e+06 3.21136e+06 3.18891e+06 3.01593e+06 2.54643e+06 2.53022e+06 2.34678e+06 2.32607e+06 2.09813e+06 1.98367e+06 1.89614e+06 1.74347e+06 1.36933e+06 1.29692e+06 1.19148e+06 1.00877e+06 622367 529669 61093.6 threshold=2593.0505000000003 2632.2792750000003 85.539750000000012 531.67662500000017 0 114.82650000000001 1114.9175000000002 103.76505 2773.7250000000004 1107.1660000000004 262.36100000000005 27.046500000000005 416.10160000000002 1280.8870000000004 1092.7150000000004 31.087000000000003 1022.9471520000001 508.16875000000005 469.42150000000009 1913.0125000000005 1926.0125000000005 1 191.28750000000002 483.56250000000006 311.45550000000009 1254.2925000000002 2 2779.5510000000008 476.54200000000009 1471.8415000000002 383.33200000000005 3 249.87000000000003 2022.5000000000002 4 25.327700000000004 2773.7250000000004 32.674200000000006 14.492500000000001 261.04200000000009 1797.2975000000001 726.06900000000007 1097.7209 207.30054000000004 131.45865000000003 119.5475 5 254.73937500000002 308.5800000000001 166.66900000000001 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 9 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=3 6 -3 5 8 15 33 -8 9 13 17 -10 25 18 30 27 -14 22 -5 20 26 29 38 -24 -9 -11 -12 31 -15 32 -13 40 -17 49 48 39 42 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4 7 5 24 1 4 13 3 1 12 5 10 15 4 6 4 6 12 7 1 10 1 24 3 14 7 2 4 3 2 5 15 24 26 10 12 1 24 1 3 26 8 3 split_gain=4.98671e+08 5.4222e+08 3.50194e+08 1.40118e+08 5.62158e+07 3.16065e+07 2.92197e+07 2.31898e+07 2.08094e+07 1.99285e+07 1.88225e+07 1.44694e+07 9.60432e+06 9.20722e+06 9.71148e+06 8.20137e+06 9.37758e+06 7.73425e+06 8.51477e+06 7.00829e+06 6.98449e+06 6.80754e+06 1.486e+07 6.26617e+06 9.96438e+06 5.26679e+06 4.87142e+06 4.8506e+06 4.677e+06 4.61018e+06 4.18751e+06 4.13863e+06 4.1003e+06 4.01085e+06 3.88986e+06 3.73775e+06 3.28421e+06 3.16122e+06 2.85878e+06 4.37102e+06 2.55405e+06 2.46588e+06 2.25196e+06 1.93827e+06 1.92932e+06 2.94536e+06 1.80095e+06 2.4685e+06 1.76293e+06 1.62434e+06 1.49334e+06 1.35201e+06 1.47722e+06 1.40001e+06 1.27217e+06 1.22692e+06 1.18846e+06 threshold=2593.0505000000003 2692.2960000000003 85.539750000000012 355.00374000000005 974.18930000000012 73.663000000000025 860.12500000000011 375.75300000000004 174.3837 957.78375000000017 192.11889000000002 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7 4 is_linear=0 shrinkage=0.01 Tree=79 num_leaves=55 num_cat=7 split_feature=2 4 12 1 3 3 1 2 5 2 25 19 1 6 17 1 9 6 2 2 7 7 3 26 4 5 1 2 7 9 25 25 11 7 5 7 4 13 13 9 5 20 9 25 3 25 11 25 1 26 25 6 12 1 split_gain=4.88747e+08 5.31702e+08 3.41006e+08 1.37341e+08 5.51929e+07 3.10876e+07 3.06762e+07 2.61094e+07 2.37408e+07 1.78548e+07 1.42678e+07 1.23215e+07 1.05051e+07 1.17193e+07 9.82252e+06 9.04652e+06 8.207e+06 6.89582e+06 6.81835e+06 8.27e+06 6.36623e+06 6.23114e+06 6.43536e+06 5.25015e+06 8.77238e+06 5.58795e+06 5.12734e+06 4.96824e+06 7.42685e+06 5.27261e+06 4.94503e+06 3.94438e+06 3.77191e+06 3.45284e+06 3.93424e+06 3.32092e+06 3.04779e+06 2.9963e+06 2.85144e+06 2.73798e+06 5.54031e+06 2.39672e+06 1.99918e+06 1.88747e+06 1.87393e+06 1.77494e+06 1.89443e+06 1.62269e+06 1.42545e+06 1.03278e+06 1.00824e+06 647846 374249 384469 threshold=2593.0505000000003 2632.2792750000003 85.539750000000012 355.00374000000005 476.54200000000009 165.11725000000004 1891.4572200000002 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1.22088e+06 1.1779e+06 1.13622e+06 1.05475e+06 942297 855538 752671 290222 threshold=2593.0505000000003 2632.2792750000003 2690.3565000000003 286.09000000000009 1092.7150000000004 0 2773.7250000000004 199.02000000000004 73.663000000000025 625.2833710000001 685.98275000000012 885.78750000000014 117.13140000000003 1151.8115000000003 974.18930000000012 271.92750000000007 1266.1895000000002 1295.575 988.99750000000006 1266.1895000000002 275.94813500000004 1 1800.6974500000001 89.418000000000021 1854.9329420000001 987.12000000000012 2 391.10350000000005 1876.5445000000002 69.871800000000022 686.95125000000019 54.605550000000008 2022.5000000000002 179.09550000000004 575.66150000000016 193.60842750000003 893.42000000000007 152.11795000000004 3 137.63850000000005 2.6267940000000007 2022.5000000000002 745.12500000000011 12.118500000000003 4 346.82820000000009 803.13700000000006 5 1797.2975000000001 6 1889.5600000000002 397.76814000000007 7 268.16284850000005 1836.963 28.891695000000006 decision_type=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 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 9 2 9 2 2 1 2 2 2 left_child=3 11 -3 8 5 6 10 -8 23 15 16 32 -13 -12 17 33 -5 27 25 -20 49 -22 -21 26 36 -16 41 40 30 -30 34 -32 -2 38 -11 44 39 -38 -10 -25 -6 42 -1 48 52 53 -47 -45 -28 -17 -43 -35 -7 -37 -46 -34 right_child=1 2 -4 4 14 35 7 -9 9 28 13 12 -14 -15 18 20 -18 -19 19 22 21 -23 -24 24 -26 -27 43 -29 29 -31 31 -33 55 51 -36 45 37 -39 -40 -41 -42 50 -44 47 54 46 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 leaf_value=0.11113611306482596 4.2028055079778035 15.884738608650538 68.007122782866162 1.2784040551978162 3.6958410601117722 1.0306621478415199 18.338985877566866 -0.63117704603407121 0.33214466132529669 1.5375736724699536 3.2320761036440944 14.089670148996206 3.1746685433387758 9.2749078445434563 1.3908379481388971 1.2409852151176175 3.3622143680495875 7.9699325873635027 17.198726594107491 3.7706882379271769 0.37345520839583679 3.4788827066371839 9.1008998714552991 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28 749 21 41 47 39 4368 984 91 18468 81 8838 1143 51 26 14041 27 523 23 144 464 133 44 23 internal_value=0 13.454 42.5004 -0.00851931 1.48601 1.22745 1.93378 10.2089 -0.0307816 0.409169 1.74976 4.29172 7.75193 3.91214 5.06611 0.338524 1.47153 3.65704 7.07499 8.46253 1.20472 2.42689 6.16928 -0.0466042 0.247651 4.09324 -0.0521304 2.85746 2.48938 5.07167 2.15319 5.03911 1.82583 0.245598 1.79357 0.312861 0.22678 1.9558 0.192976 0.203023 2.33285 0.0464625 0.120042 -0.0645553 0.184636 1.31076 2.40015 0.0272557 -0.072108 0.791709 -0.0309239 0.832336 0.571641 0.828678 -0.0615791 0.147965 internal_weight=0 196 47 363147 5330 4971 2791 63 357817 12422 2728 149 62 311 359 12014 2417 211 148 101 1164 294 80 345395 6367 47 339028 178 408 47 361 40 87 10850 321 2180 6345 86 9957 6259 158 37945 19454 301083 1929 251 77 22879 278204 870 18491 893 742 174 1187 51 internal_count=363343 196 47 363147 5330 4971 2791 63 357817 12422 2728 149 62 311 359 12014 2417 211 148 101 1164 294 80 345395 6367 47 339028 178 408 47 361 40 87 10850 321 2180 6345 86 9957 6259 158 37945 19454 301083 1929 251 77 22879 278204 870 18491 893 742 174 1187 51 cat_boundaries=0 6 7 13 19 25 31 34 35 cat_threshold=76596864 142607872 67113232 1078001664 2097152 1027 179 1074823168 98308 4177 1111695408 272665216 279462952 136611328 1082491460 201855232 1108606977 6291456 2147484704 136642592 1073774628 169345024 33816577 21504 576 142951936 1209273920 768 33280 1075840000 64 1148416 134218752 272 1062 is_linear=0 shrinkage=0.01 Tree=87 num_leaves=54 num_cat=6 split_feature=2 4 7 1 0 0 2 6 0 3 3 0 6 25 6 8 25 17 5 7 3 2 1 1 25 1 0 2 5 6 26 25 4 1 26 25 0 26 5 8 5 2 4 14 3 1 0 26 25 0 1 4 5 split_gain=3.47973e+08 5.11238e+08 3.12723e+08 1.22014e+08 7.57563e+07 2.62136e+07 2.49274e+07 2.63354e+07 1.83688e+07 9.82187e+07 2.165e+07 1.24604e+07 1.7628e+07 1.12986e+07 1.24003e+07 1.02952e+07 8.58637e+06 7.58488e+06 7.42274e+06 7.00639e+06 7.28995e+06 6.81933e+06 6.49501e+06 6.41463e+06 6.32513e+06 6.15353e+06 5.00294e+06 4.83549e+06 4.8486e+06 4.24348e+06 3.40072e+06 3.06448e+06 2.98024e+06 2.73729e+06 2.56066e+06 2.56047e+06 4.10991e+06 2.52132e+06 2.33111e+06 1.91596e+06 1.89094e+06 1.52342e+06 1.42618e+06 1.40947e+06 1.56827e+06 1.35175e+06 1.34215e+06 1.33152e+06 1.24635e+06 969052 882954 437120 428529 threshold=2593.0505000000003 2632.2792750000003 2690.3565000000003 262.36100000000005 885.78750000000014 112.43250000000002 104.10200000000002 1913.0125000000005 2773.7250000000004 292.91330000000005 1107.1660000000004 885.78750000000014 117.13140000000003 0 1118.3050000000001 652.05450000000008 1 1268.0600000000002 1874.1882800000003 75.853500000000011 1854.9329420000001 579.4525000000001 1097.7209 1891.4572200000002 2 1891.4572200000002 1266.1895000000002 863.30000000000007 710.99890000000016 253.31100000000006 2022.5000000000002 3 430.77850000000007 16.727500000000003 2022.5000000000002 4 1501.0951200000002 2022.5000000000002 188.37900000000005 1926.0125000000005 378.61939999999998 1.2497130000000003 274.17100000000005 16.570500000000003 155.98310000000001 135.63000000000002 1836.963 2022.5000000000002 5 591.40200000000016 733.23400000000015 678.56500000000017 14.489570000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 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 2 2 2 9 2 2 2 2 left_child=3 11 -3 5 6 19 24 16 10 -10 27 30 -13 14 17 -16 22 26 21 31 29 -12 -8 -11 25 37 -7 34 -29 40 -2 39 35 42 -6 36 -15 -5 -18 47 -21 -35 -33 44 -34 -31 -37 -1 50 -50 -26 -45 -32 right_child=1 2 -4 4 8 13 7 -9 9 23 18 12 -14 32 15 -17 38 -19 -20 20 -22 -23 -24 -25 48 -27 -28 28 -30 45 52 33 43 41 -36 46 -38 -39 -40 -41 -42 -43 -44 51 -46 -47 -48 -49 49 -51 -52 -53 -54 leaf_value=0.15761720998623208 4.1607774702707925 15.725891139818275 67.327051277160649 1.7541709639151861 3.2004756478799714 0.8213041315804388 1.9886473749169511 10.038064678876827 28.352272308349612 5.8595089181264246 2.8488552364110946 13.94877339876615 3.1429218059115942 0.37494518194012066 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24 338 144 2150 1036 39 20 24 40 26 36 3656 28 26 515 22 33 6918 28 78 176 26 674 21 101 62 32 567 25 301704 116 11707 143 3228 83 319 285 22 237 8156 982 52 112 113 38 8476 1424 35 136 41 26 internal_value=0 13.3195 42.0754 -0.00843211 1.45622 -0.0313719 1.05256 1.8991 4.80754 9.62312 4.17391 4.24881 7.67441 0.482659 1.08843 5.82921 1.74134 0.980592 7.37831 -0.0456347 0.249479 6.20582 2.27163 2.13146 0.463403 1.30345 0.923484 2.90392 4.87242 0.231276 1.80757 -0.0524591 0.288365 -0.0594473 2.25919 0.245583 0.423766 1.15235 0.898326 0.0764669 0.159531 0.0542706 -0.0669117 1.23096 1.65416 0.986181 0.0401731 0.0727946 0.205739 0.0299101 0.51822 0.193428 0.146485 internal_weight=0 196 47 363147 5600 357547 4998 2051 602 70 532 149 62 9653 2327 54 2012 2273 151 347894 7863 118 1212 50 2947 678 2251 381 94 7835 87 340031 7326 322549 287 7005 3739 657 800 17482 7155 19863 302686 321 228 680 3266 17460 2269 1459 810 93 51 internal_count=363343 196 47 363147 5600 357547 4998 2051 602 70 532 149 62 9653 2327 54 2012 2273 151 347894 7863 118 1212 50 2947 678 2251 381 94 7835 87 340031 7326 322549 287 7005 3739 657 800 17482 7155 19863 302686 321 228 680 3266 17460 2269 1459 810 93 51 cat_boundaries=0 6 12 15 21 28 34 cat_threshold=68207104 0 67109136 65536 512 1024 1098752 1216611328 67113232 0 0 2147484673 1082368 1073742336 336 1074790400 98308 65 1111564336 272666128 280495112 136580096 134513764 169349120 1111752737 2097472 40 2 2163200 33856 167776256 1077936129 2117632 1024 is_linear=0 shrinkage=0.01 Tree=88 num_leaves=55 num_cat=14 split_feature=2 4 7 1 0 0 2 6 0 3 3 0 6 25 6 25 0 5 24 0 3 7 3 1 1 25 1 2 5 6 4 26 24 25 24 4 25 0 5 5 5 24 14 10 25 0 25 26 25 24 25 0 4 5 split_gain=3.41048e+08 5.01064e+08 3.065e+08 1.19586e+08 7.42488e+07 2.5692e+07 2.44314e+07 2.58113e+07 1.80032e+07 9.62642e+07 2.12192e+07 1.22125e+07 1.72772e+07 1.10802e+07 1.15746e+07 8.4155e+06 7.34453e+06 7.4846e+06 7.09554e+06 1.65306e+07 8.67203e+06 6.86696e+06 7.14488e+06 6.36576e+06 6.28698e+06 6.19926e+06 6.03107e+06 4.73926e+06 4.75211e+06 4.15904e+06 3.58822e+06 3.33305e+06 3.15726e+06 3.00679e+06 2.79918e+06 2.70857e+06 2.43365e+06 3.79514e+06 2.28472e+06 1.96005e+06 1.85331e+06 1.60387e+06 1.55365e+06 2.78395e+06 1.48185e+06 1.31544e+06 1.22155e+06 1.21771e+06 1.77881e+06 1.1163e+06 949834 949768 472928 420001 threshold=2593.0505000000003 2632.2792750000003 2690.3565000000003 262.36100000000005 885.78750000000014 112.43250000000002 104.10200000000002 1913.0125000000005 2773.7250000000004 292.91330000000005 1107.1660000000004 885.78750000000014 117.13140000000003 0 1520.8892800000003 1 988.99750000000006 1874.1882800000003 2 1266.1895000000002 304.68375000000009 75.853500000000011 1854.9329420000001 1097.7209 1891.4572200000002 3 1891.4572200000002 863.30000000000007 710.99890000000016 253.31100000000006 430.77850000000007 2022.5000000000002 4 5 6 39.060175000000008 7 1501.0951200000002 188.37900000000005 157.17650000000003 378.61939999999998 8 16.570500000000003 519.72350000000017 9 1836.963 10 2022.5000000000002 11 12 13 591.40200000000016 678.56500000000017 14.489570000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 1 9 1 2 9 2 2 2 2 1 2 2 9 2 9 2 9 1 9 2 2 2 left_child=3 11 -3 5 6 21 25 15 10 -10 27 31 -13 14 18 23 -12 -18 19 -7 -20 33 29 -8 -11 26 34 32 -29 40 36 -2 -6 47 -5 44 37 -15 -17 -37 -23 -31 43 -32 -35 -38 49 48 -1 -27 -49 -48 -44 -33 right_child=1 2 -4 4 8 13 7 -9 9 24 16 12 -14 30 -16 38 17 -19 20 -21 -22 22 -24 -25 -26 46 -28 28 -30 41 42 53 -34 35 -36 39 45 -39 -40 -41 -42 -43 52 -45 -46 -47 51 50 -50 -51 -52 -53 -54 -55 leaf_value=-5.6142252413059061e-05 4.1191696691513062 15.568631777141405 66.653781741460165 1.6744167368894889 3.3941341248265018 1.6865262050703864 1.9687609061069469 9.9376839740459744 28.06874939918518 5.8009138298034673 1.9640900533849543 13.809286076472356 3.1114926674630907 0.36591339007001816 7.4788090729713446 0.50291100019158674 6.8605598552372991 12.49804432038338 0.39066583877636329 9.7541525650024408 2.1816113323196094 0.12814705453606295 5.2894603782892231 4.0257886330918833 -1.2967240289541391 1.0043675809184653 6.5848466473534 6.4390148698129961 1.6940139782428743 1.4776379096222496 1.4107193891625656 -0.78043773956298823 1.067996251472207 -0.013588834730025007 0.31250785327972247 0.061960147518211696 0.0616678689515779 2.5031480383031508 1.6188374280176667 0.61717553412412818 1.0274681574332563 0.46548051919116346 0.85743861090462159 5.2302668017432801 -0.074074259552717361 -1.8098115092829654 -0.010186049717195918 0.10615538567334799 0.26598453311470421 0.22377338461507471 -0.095995888693881246 1.6572433662414552 -0.57287647200793756 1.0348835468292237 leaf_weight=4638 36 23 24 385 125 428 1036 39 20 24 22 26 36 3688 28 515 98 31 1476 27 331 6918 28 176 26 291 21 62 32 324 209 25 162 47943 272 10002 3228 85 285 679 237 356 53 21 261700 38 1424 3939 5490 519 5640 35 41 26 leaf_count=4638 36 23 24 385 125 428 1036 39 20 24 22 26 36 3688 28 515 98 31 1476 27 331 6918 28 176 26 291 21 62 32 324 209 25 162 47943 272 10002 3228 85 285 679 237 356 53 21 261700 38 1424 3939 5490 519 5640 35 41 26 internal_value=0 13.1863 41.6547 -0.00834779 1.44166 -0.0310582 1.04204 1.88011 4.75946 9.52689 4.13217 4.20632 7.59766 0.477833 1.08406 1.72393 7.30453 8.2153 1.0097 2.1187 0.714769 -0.0451784 0.246984 2.24892 2.11014 0.458769 1.29041 2.87488 4.8237 0.228963 0.287424 1.7895 2.2366 -0.0519345 1.14082 -0.0593094 0.240453 0.412968 0.889343 0.0972556 0.157936 0.976319 1.31677 1.75946 -0.0647119 0.0397714 0.203681 0.0679355 0.144417 0.513038 -0.0128582 0.029611 0.233578 0.14502 internal_weight=0 196 47 363147 5600 357547 4998 2051 602 70 532 149 62 9653 2290 2012 151 129 2262 455 1807 347894 7863 1212 50 2947 678 381 94 7835 7363 87 287 340031 657 320324 7039 3773 800 10681 7155 680 324 230 309643 3266 2269 19707 10128 810 9579 1459 94 51 internal_count=363343 196 47 363147 5600 357547 4998 2051 602 70 532 149 62 9653 2290 2012 151 129 2262 455 1807 347894 7863 1212 50 2947 678 381 94 7835 7363 87 287 340031 657 320324 7039 3773 800 10681 7155 680 324 230 309643 3266 2269 19707 10128 810 9579 1459 94 51 cat_boundaries=0 6 12 13 16 17 23 24 31 32 39 45 51 52 58 cat_threshold=68190720 0 67109136 65536 576 1024 1098752 1216611328 67113232 0 0 2147484673 6 1082368 1073742336 336 1037 1074790400 98308 8388801 1112612912 272666128 280511496 2396 136596480 134513764 169349120 1111752737 2097408 40 2 3333 545292420 80 1055252 2217100288 16916609 1610613283 1 2163200 33856 167776256 1077936129 2117632 1024 0 32768 8388800 34676736 268436480 11550720 53 0 98304 8388672 33554464 272631808 3162120 is_linear=0 shrinkage=0.01 Tree=89 num_leaves=52 num_cat=13 split_feature=2 3 7 1 0 0 2 6 0 3 3 0 5 25 6 25 16 24 0 5 3 0 1 1 25 3 5 2 5 2 26 24 25 16 7 7 7 24 5 1 24 25 0 6 25 17 24 24 0 25 0 split_gain=3.34261e+08 4.7467e+08 2.25443e+08 1.17228e+08 7.2798e+07 2.51807e+07 2.39415e+07 2.52977e+07 1.76394e+07 9.43485e+07 2.07858e+07 1.67911e+07 1.76653e+07 1.10496e+07 1.19736e+07 8.24804e+06 7.47659e+06 7.71905e+06 7.19838e+06 7.33566e+06 6.78246e+06 6.24137e+06 6.23908e+06 6.16187e+06 6.07855e+06 6.00315e+06 5.26982e+06 4.63931e+06 4.65754e+06 4.08724e+06 3.98133e+06 3.09974e+06 2.9779e+06 2.91991e+06 2.90637e+06 2.71968e+06 2.54608e+06 2.47677e+06 2.23926e+06 2.09933e+06 2.02262e+06 1.5495e+06 1.28545e+06 1.2749e+06 1.19799e+06 1.141e+06 1.10535e+06 1.09492e+06 930868 920510 519494 threshold=2593.0505000000003 2692.2960000000003 2690.3565000000003 262.36100000000005 885.78750000000014 112.43250000000002 104.10200000000002 1913.0125000000005 2773.7250000000004 292.91330000000005 1107.1660000000004 885.78750000000014 511.91625000000005 0 1118.3050000000001 1 1159.9970000000001 2 988.99750000000006 1874.1882800000003 32.805900000000001 474.32500000000005 1097.7209 1891.4572200000002 3 689.90820000000008 1530.4632000000001 863.30000000000007 710.99890000000016 221.80500000000004 2022.5000000000002 4 5 384.53275000000002 2690.3565000000003 87.861000000000018 759.38475000000005 6 188.37900000000005 48.966000000000001 7 8 635.67100000000016 1913.0125000000005 9 863.10525000000018 10 11 591.40200000000016 12 17.427500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 1 9 2 2 2 2 1 2 2 1 9 2 2 9 2 1 1 2 9 2 left_child=3 11 -3 5 6 20 24 15 10 -10 27 30 -13 14 16 22 17 -7 -12 -20 32 -16 -8 -11 25 37 29 31 -29 33 -2 -6 43 -22 41 39 -31 -5 -17 40 -15 -34 -41 46 47 49 -1 -26 -46 -37 -32 right_child=1 2 -4 4 8 13 7 -9 9 23 18 12 -14 35 21 38 -18 -19 19 -21 26 -23 -24 -25 44 -27 -28 28 -30 36 50 -33 34 -35 -36 45 -38 -39 -40 42 -42 -43 -44 -45 48 -47 -48 -49 -50 -51 -52 leaf_value=0.19176897364345627 4.0264623483022053 17.416015957919036 61.308062829589844 1.8156944939258288 3.3627069789391975 2.0452346069564111 1.9490733005861935 9.8383072486290573 27.788061124801633 5.7429047584533697 1.9444491403753108 15.007373822530111 4.0486744547831384 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24 38 472 25 515 20 1837 98 31 15229 29 176 26 291 30 27 62 32 860 27 162 49498 142 20 275 37 380 285 1242 4299 262966 96 27 1424 23 14123 519 35 868 24 internal_value=0 13.0544 40.7628 -0.00826161 1.42738 -0.030747 1.03168 1.86131 4.71261 9.43162 4.09169 4.31417 8.29075 0.473054 1.06359 1.70669 0.959899 0.907054 7.23149 8.13315 -0.044726 5.72315 2.22643 2.08904 0.454291 1.2778 0.154456 2.84731 4.77546 0.147129 1.48029 2.21579 -0.0545139 0.108839 -0.0619248 0.278179 0.803279 1.09418 0.88045 0.194091 0.095921 -0.0621707 0.544142 0.0666326 0.201698 0.721128 0.0635959 0.508057 0.0293149 0.676753 -0.317013 internal_weight=0 196 47 363147 5600 357547 4998 2051 602 70 532 149 62 9653 2378 2012 2324 2304 151 129 347894 54 1212 50 2947 678 16295 381 94 16268 87 287 331599 15371 312484 7275 897 648 800 6109 4771 312464 1338 19115 2269 1166 19088 810 1459 1143 51 internal_count=363343 196 47 363147 5600 357547 4998 2051 602 70 532 149 62 9653 2378 2012 2324 2304 151 129 347894 54 1212 50 2947 678 16295 381 94 16268 87 287 331599 15371 312484 7275 897 648 800 6109 4771 312464 1338 19115 2269 1166 19088 810 1459 1143 51 cat_boundaries=0 6 12 13 16 17 23 24 25 32 38 39 40 47 cat_threshold=68207104 0 67109136 65536 576 1056 1098752 1216611328 67113232 0 0 2147484673 6 1082368 1073742336 336 1037 1074790400 98308 193 1114710064 272665104 817382408 332 2 536903812 1048656 9509396 2215003136 143488 1073742435 1 2163200 33856 167776256 1077936129 2117632 1024 1029 53 136314884 0 0 1073741824 1024 1 2 is_linear=0 shrinkage=0.01 Tree=90 num_leaves=55 num_cat=7 split_feature=0 1 3 0 2 1 3 3 25 2 5 1 4 1 3 4 11 9 0 2 26 7 24 0 25 3 2 11 18 2 9 9 3 13 24 1 25 3 2 5 7 5 9 4 1 2 2 15 24 1 25 20 22 2 split_gain=4.14375e+08 4.26603e+08 1.91184e+08 1.06926e+08 5.35839e+07 2.47786e+07 2.44709e+07 1.42668e+07 1.40265e+07 1.34205e+07 1.10055e+07 8.49475e+06 2.04963e+07 8.4832e+06 8.05354e+06 8.01607e+06 6.90222e+06 6.76899e+06 6.27854e+06 6.12534e+06 2.05989e+07 1.30926e+07 6.04363e+06 7.66084e+06 4.94194e+06 4.77482e+06 4.63446e+06 4.49842e+06 4.16728e+06 3.91947e+06 3.41445e+06 1.44888e+07 3.22477e+06 3.07388e+06 3.00897e+06 2.3624e+06 2.36052e+06 2.36347e+06 2.34986e+06 2.33582e+06 1.98464e+06 1.71691e+06 1.77198e+06 1.62885e+06 1.60069e+06 1.56497e+06 1.54495e+06 1.27135e+06 1.1273e+06 2.77825e+06 1.08189e+06 896504 628654 530038 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 332.68500000000006 579.4525000000001 132.46500000000003 1854.9329420000001 207.97683100000003 0 2593.0505000000003 611.84520000000009 1097.7209 87.037500000000009 1891.4572200000002 870.71080000000018 46.984000000000009 1602.5343235000003 679.93910000000005 1114.9175000000002 27.046500000000005 2022.5000000000002 759.38475000000005 1 1266.1895000000002 2 446.99425000000002 221.80500000000004 398.97365000000008 522.46369700000014 2593.0505000000003 383.33200000000005 406.08214000000004 2692.2960000000003 972.56475000000012 3 1891.4572200000002 4 1107.1660000000004 669.1825 188.37900000000005 144.97000000000006 221.66250000000002 479.07240500000006 861.89750000000015 423.81250000000006 720.28944000000013 148.17000000000004 952.35500000000013 5 677.74500000000012 6 210.00800000000001 227.14250000000001 2.6253500000000001 decision_type=2 2 2 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 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 left_child=3 19 -3 5 8 15 9 24 16 17 -8 27 -13 -12 -11 29 22 34 -19 20 -2 43 23 -5 33 -24 36 38 47 30 32 -32 -1 46 -6 -14 37 -17 -9 48 53 50 -43 -21 -42 -29 -7 -28 49 -10 -26 -50 -38 -41 right_child=1 2 -4 4 6 7 10 11 39 14 13 12 35 -15 -16 26 -18 18 -20 21 -22 -23 25 -25 41 -27 28 45 -30 -31 31 -33 -34 -35 -36 -37 52 -39 -40 40 44 42 -44 -45 -46 -47 -48 -49 51 -51 -52 -53 -54 -55 leaf_value=-0.05213047547421553 13.904565174497407 16.782465767860412 55.593557240804039 1.7453766460985751 0.60765766947146727 0.52501811791615405 13.590851637204489 0.79533291571859555 0.4089836871203999 4.2035458022072207 3.273961635980851 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24 32 35 532 24 893 27 1750 27 21 86 leaf_count=336129 29 22 30 925 109 1466 30 1040 518 21 39 27 72 29 22 5352 32 112 43 27 24 34 626 125 2626 136 851 144 22 29 56 855 30 26 408 27 7009 31 120 76 79 334 29 24 32 35 532 24 893 27 1750 27 21 86 internal_value=0 14.7632 39.1735 -0.0086251 1.54168 -0.0276237 3.85937 0.514816 1.01564 3.21707 8.54556 1.40949 3.89183 6.3197 8.63311 -0.0403608 1.62034 2.87051 4.70348 5.56509 8.23316 3.90147 1.54782 2.03995 0.321011 0.832012 0.200343 1.1759 0.894492 -0.0498647 -0.050181 0.561202 -0.0518379 0.733364 2.32097 1.78555 0.150182 0.30752 0.948218 0.362648 1.21398 0.143048 0.80422 0.696993 2.24402 2.65141 0.692531 0.786414 0.206479 0.561684 0.0885294 -0.00993813 0.0292258 0.508208 internal_weight=0 190 52 363032 4395 358637 813 8228 3582 715 98 1465 126 68 43 350409 1844 672 155 138 53 85 1812 1050 6763 762 13310 1339 897 337099 337070 911 336159 2024 517 99 12413 5383 1160 1738 273 4739 363 51 111 179 1998 875 1465 545 4376 920 7030 162 internal_count=363222 190 52 363032 4395 358637 813 8228 3582 715 98 1465 126 68 43 350409 1844 672 155 138 53 85 1812 1050 6763 762 13310 1339 897 337099 337070 911 336159 2024 517 99 12413 5383 1160 1738 273 4739 363 51 111 179 1998 875 1465 545 4376 920 7030 162 cat_boundaries=0 6 7 13 14 20 21 28 cat_threshold=11568640 142606848 67109136 1078001664 2113536 2147483650 1134 202407936 262656 1052992 262656 2113536 1056 133 137399840 134579812 1052992 2214592512 6291585 74 60 345732 1073743200 33554960 1684013056 13568 2147483777 1 is_linear=0 shrinkage=0.01 Tree=91 num_leaves=64 num_cat=16 split_feature=1 3 1 9 2 3 4 25 5 9 26 7 2 4 4 3 1 9 1 5 1 24 25 9 25 9 5 9 1 4 24 3 26 5 2 14 8 8 3 25 3 25 15 24 25 1 24 15 24 25 11 18 3 5 20 25 25 2 24 25 1 14 1 split_gain=3.85293e+08 3.99026e+08 9.45411e+07 6.60602e+07 4.94649e+07 2.46797e+07 1.9949e+07 1.48402e+07 1.19394e+07 1.42703e+07 1.24997e+07 1.1098e+07 1.07698e+07 8.4657e+06 6.89802e+06 6.37635e+06 5.9707e+06 8.83284e+06 4.15582e+07 5.50414e+06 5.25696e+06 4.78509e+06 4.11926e+06 4.0482e+06 4.01404e+06 3.78104e+06 7.69704e+06 3.72111e+06 3.69203e+06 5.32943e+06 3.63196e+06 5.2863e+06 3.45717e+06 3.21242e+06 2.72767e+06 2.68164e+06 2.66231e+06 2.63678e+06 2.58349e+06 2.43932e+06 2.49838e+06 2.39173e+06 3.0114e+06 2.38858e+06 2.80326e+06 2.33276e+06 2.21641e+06 2.11382e+06 2.06519e+06 2.10878e+06 1.9521e+06 5.22534e+06 1.90337e+06 1.80382e+06 1.66482e+06 1.58022e+06 1.45536e+06 1.35773e+06 1.00122e+06 957412 931340 498361 376677 threshold=2779.5510000000008 2692.2960000000003 270.00500000000005 102.94250000000001 579.4525000000001 1278.9218000000003 88.910000000000011 0 188.37900000000005 1532.4010000000001 2022.5000000000002 1489.0961200000002 221.80500000000004 1291.5535000000002 861.89750000000015 407.24088000000006 26.307400000000005 383.33200000000005 35.773000000000003 611.84520000000009 860.12500000000011 1 2 787.73500000000001 3 636.6312200000001 86.455000000000013 187.22651400000004 522.78869700000007 165.87000000000003 4 542.09453100000007 2022.5000000000002 1121.68056 1254.2925000000002 758.3180000000001 454.78225000000003 704.68026050000014 369.71584999999999 5 566.70675000000006 6 45.907000000000004 7 8 340.60150000000004 9 226.29985000000002 10 11 161.36575000000002 633.48915000000011 446.99425000000002 1530.4632000000001 350.67500000000007 12 13 285.51000000000005 14 15 19.664750000000009 141.08750000000003 1256.4300000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 9 2 1 9 2 1 2 1 9 2 2 2 2 2 9 9 2 1 9 2 2 2 left_child=2 8 6 -3 7 19 16 15 10 -10 -2 14 22 -13 20 21 24 39 -19 43 -7 27 23 38 48 41 -27 -4 61 -30 31 -21 -23 -16 -28 -32 55 -20 -8 40 -18 42 -14 44 -6 -45 -43 -25 49 -1 56 -52 57 -50 60 58 -26 -38 -9 -41 -24 -17 -57 right_child=1 3 4 -5 5 11 12 36 9 -11 -12 13 25 -15 33 28 17 18 37 30 -22 32 54 47 50 26 34 -29 29 -31 35 -33 -34 -35 -36 -37 52 -39 -40 59 -42 46 -44 45 -46 -47 -48 -49 53 -51 51 -53 -54 -55 -56 62 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20 26 30 31 34 35 36 42 48 55 56 62 cat_threshold=78693504 142606912 68161872 0 2113536 1035 3969 137399328 1208287264 528704 65536 0 8 2148532224 98308 64 1178681376 4197888 815797768 3408 143690240 134479876 280 1073774592 2097280 32 2129920 262144 16 1 312 32768 0 4352 190 23 1048576 4 0 1073823776 4196352 8389632 134283812 1074037768 134742528 1145307137 4096 2147483648 536903680 1048640 2425362580 3408640 285220881 1075339362 1 1300 86311940 33904 236458496 68288513 1073770560 2147484801 is_linear=0 shrinkage=0.01 Tree=92 num_leaves=64 num_cat=11 split_feature=1 3 1 9 2 3 4 25 7 4 26 15 2 4 4 3 1 9 1 1 24 24 3 4 25 10 25 9 16 2 10 1 4 8 1 3 14 26 10 10 8 24 25 2 25 3 24 3 4 3 25 20 26 14 14 9 1 25 12 10 15 14 3 split_gain=3.77625e+08 3.91085e+08 9.26766e+07 6.47456e+07 4.85025e+07 2.41793e+07 1.95533e+07 1.46838e+07 1.08772e+07 1.06905e+07 2.65431e+07 1.08709e+07 1.05578e+07 8.29723e+06 6.76075e+06 6.11431e+06 5.85188e+06 8.65707e+06 4.07312e+07 5.15235e+06 4.88902e+06 4.51681e+06 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296.88150000000002 733.23400000000015 369.71584999999999 643.44200000000012 2022.5000000000002 1797.2975000000001 12.297000000000002 704.68026050000014 5 6 1800.6974500000001 7 566.70675000000006 8 56.260000000000012 346.82820000000009 2692.2960000000003 9 350.67500000000007 2022.5000000000002 709.17750000000012 148.12306350000003 502.38034000000005 19.664750000000009 10 228.92250000000004 434.71450000000004 317.80375000000009 141.08750000000003 602.3524450000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 9 2 1 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 9 6 -3 7 21 16 15 14 10 -2 39 24 -10 19 20 26 44 -19 -7 37 53 36 -24 25 35 41 46 29 -29 50 61 -33 -22 58 -8 -23 -4 49 -11 -20 42 -1 -43 45 -18 60 -48 -27 -28 55 56 -16 54 -6 -9 -26 -46 -32 -30 -14 -17 -55 right_child=1 3 4 -5 5 8 12 30 13 11 -12 -13 27 -15 52 31 17 18 40 -21 33 22 23 -25 51 48 38 28 59 -31 34 32 -34 -35 -36 -37 -38 -39 -40 -41 -42 43 -44 -45 57 -47 47 -49 -50 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41 47 cat_threshold=78693504 142606912 68161872 4194304 2113536 1035 124 653 137399328 1208287264 528704 2147549184 0 8 2148532224 98308 0 1178681376 4197888 276829704 7 1048576 4 0 1073823776 4196352 8389640 143690240 134479876 280 1073774592 2097280 32 152 134283808 1074037768 168296960 1143209985 4198400 2147483648 1 86311940 33904 236458496 68288513 1073770560 2147484801 is_linear=0 shrinkage=0.01 Tree=93 num_leaves=49 num_cat=9 split_feature=0 1 3 0 11 4 3 25 1 0 3 6 1 9 1 25 19 10 8 12 4 26 9 3 4 3 3 3 25 8 19 1 25 8 1 0 14 10 11 1 25 25 1 4 25 25 25 9 split_gain=3.96413e+08 4.06575e+08 1.81214e+08 1.01625e+08 4.50888e+07 2.96571e+07 2.33603e+07 1.74873e+07 1.52776e+07 1.49957e+07 1.31665e+07 1.07625e+07 9.60532e+06 9.67389e+06 4.07262e+07 6.77072e+06 6.7846e+06 7.11802e+06 5.53971e+06 5.49133e+06 5.39922e+06 1.3415e+07 8.49473e+06 4.82191e+06 4.48531e+06 1.61532e+07 3.73025e+06 3.57366e+06 3.34795e+06 3.19894e+06 3.19196e+06 3.98064e+06 3.0472e+06 2.87688e+06 2.74519e+06 2.1085e+06 3.28219e+06 1.80402e+06 1.60037e+06 1.59754e+06 1.46055e+06 1.44655e+06 1.2702e+06 1.31717e+06 1.16337e+06 969622 830486 726820 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 332.68500000000006 2995.7383125000001 784.4625000000002 165.11725000000004 0 629.11000000000013 1266.1895000000002 2692.2960000000003 1913.0125000000005 27.234500000000004 351.16025000000008 32.888000000000012 1 425.06250000000006 484.50915000000003 1329.5732400000002 152.11795000000004 861.89750000000015 2022.5000000000002 12.515000000000002 148.57200000000003 90.639099999999999 602.3524450000001 407.24088000000006 2692.2960000000003 2 253.13250000000002 148.61175000000003 1891.4572200000002 3 514.22900000000016 240.95750000000001 20.818889000000002 164.88500000000002 1797.2975000000001 25.513950000000005 3.1644999999999999 4 5 19.664750000000009 784.4625000000002 6 7 8 981.55950000000007 decision_type=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 2 2 2 9 9 2 2 9 9 9 2 left_child=3 20 -3 6 5 7 12 9 15 26 11 23 32 28 -15 16 27 -18 -11 -13 21 -2 -23 -7 25 38 -5 -8 34 -22 31 -26 37 -16 -14 41 -37 44 -10 46 -41 -34 47 -44 -1 -30 -9 -17 right_child=1 2 -4 4 -6 10 8 39 24 18 -12 19 13 14 33 42 17 -19 -20 -21 29 22 -24 -25 30 -27 -28 -29 45 -31 -32 -33 35 -35 -36 36 -38 -39 -40 40 -42 -43 43 -45 -46 -47 -48 -49 leaf_value=0.22330507913461706 11.341782975808169 16.470716455632989 54.256285761515301 1.2106675748084157 14.385889218295063 0.37038059206151253 0.73863792290090569 0.72455433727394447 0.48307792016438078 3.5879865193952862 9.8685523524428866 11.931668531894685 0.20623399247128324 15.562935911655428 0.60344958837849005 0.066031552761007251 1.7710441795262424 8.8472475624084481 8.836596122221513 4.6916963091763586 -0.14004096364974974 -0.90199450866035791 8.0090822639465333 3.3084020502510527 1.9217633066227284 9.6381864409511149 2.3118673549342881 4.3981623306980842 0.093589667306798269 4.848007253275977 5.1654839236919701 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44 internal_count=363222 190 52 363032 4395 358637 813 13365 3582 241 572 219 69 75 1844 138 53 85 345272 18544 313 11811 150 1554 107 1812 962 850 11456 497 11421 1447 687 476 326728 24725 79 18231 2092 355 1738 335 293 760 273 302003 51 111 72 16139 24646 51045 250958 1465 137 1328 162 44 cat_boundaries=0 6 12 18 24 30 37 43 cat_threshold=11568640 142606848 67109136 1078001664 2113536 2147483650 2285142560 134479940 524544 1107558401 2114560 1024 32768 1208221760 1052928 0 2101248 1 536870912 360452 2415923392 1178665248 20974592 816854538 1081472 0 344 67141632 640 1056 2147532804 1091567712 9439253 2150654464 268443792 1074282561 3 0 65540 0 4194336 4196352 276828160 is_linear=0 shrinkage=0.01 Tree=95 num_leaves=58 num_cat=15 split_feature=3 4 12 0 1 25 4 2 11 1 0 2 1 25 2 6 3 19 10 1 1 6 6 5 25 24 0 25 0 6 4 5 4 3 25 25 24 24 11 1 4 0 0 6 25 0 8 24 25 0 25 25 14 25 8 2 1 split_gain=4.25467e+08 5.69206e+08 2.62136e+08 1.23475e+08 5.13146e+07 3.26199e+07 8.86281e+07 2.85589e+07 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1.59732e+06 2.62166e+06 1.53016e+06 1.21841e+06 1.21582e+06 1.12427e+06 692638 315561 threshold=2692.2960000000003 2632.2792750000003 2690.3565000000003 474.32500000000005 860.12500000000011 0 29.514650500000005 234.02750000000003 114.35720000000002 104.96200000000002 2773.7250000000004 1444.3300000000002 26.307400000000005 1 1444.3300000000002 476.54200000000009 2593.0505000000003 365.76300000000003 35.773000000000003 425.06250000000006 834.63750000000016 1256.4300000000001 658.22750000000008 2 3 688.40820000000008 4 203.3065 683.01949999999999 658.22750000000008 137.37570000000002 5 435.02500000000003 480.16275000000002 327.31500000000005 152.51925000000003 6 7 60.722000000000001 228.71120000000002 689.90820000000008 2022.5000000000002 1156.9900000000002 280.05900000000003 71.105000000000018 2690.3565000000003 39.101500000000009 8.9635000000000016 8 9 236.93870000000004 165.87000000000003 10 11 12 2593.0505000000003 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 9 1 2 9 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332805 983 21027 174 1288 67 515 1351 226 309899 2859 309874 22906 5983 823 793 2036 16923 1081 955 cat_boundaries=0 5 11 17 18 24 25 31 32 33 39 45 51 52 cat_threshold=1048576 0 16 1073741824 16384 2150925856 1073742336 67109136 262145 2117632 1024 135266816 262144 0 0 6292480 2147483648 2102 1082880 134217728 4352 0 0 2147483650 56 1074790400 98372 2147549185 1111687728 4327424 279991913 1358 7 1048576 4 2147483649 1073807392 2048 268435464 134234112 328772 34607104 1141964800 272630784 2147483649 0 65536 0 37748736 2048 4096 158 is_linear=0 shrinkage=0.01 Tree=97 num_leaves=56 num_cat=11 split_feature=3 4 12 0 1 25 4 0 11 2 1 0 1 2 6 2 25 3 19 12 1 6 25 12 6 6 25 4 22 3 8 3 25 6 4 0 10 24 0 24 25 1 11 0 3 6 12 25 11 19 26 25 25 12 1 split_gain=4.08702e+08 5.46777e+08 2.56128e+08 1.18741e+08 5.63423e+07 2.96071e+07 5.29314e+07 4.60079e+07 2.43813e+07 2.19934e+07 1.56435e+07 1.43751e+07 1.04413e+07 9.65743e+06 1.60508e+07 9.47414e+06 9.27454e+06 8.18198e+06 9.02744e+06 7.77727e+06 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2102 1082880 134217728 4352 0 0 2147483650 1358 210797568 134217732 67113232 4194304 6291520 1056 3222274048 98372 193 1115029808 4327424 279991336 2 3180064 134512644 1573120 2248147456 6292480 1088 3179008 134479872 272 0 4096 2147483648 is_linear=0 shrinkage=0.01 Tree=99 num_leaves=57 num_cat=10 split_feature=3 4 12 1 2 3 25 20 2 1 3 2 6 6 13 24 13 11 1 9 1 3 7 10 17 8 6 7 11 13 25 8 16 7 25 2 2 2 7 12 8 6 7 25 12 16 12 24 2 25 6 25 25 25 10 2 split_gain=3.92597e+08 5.25232e+08 2.46035e+08 1.00111e+08 3.75056e+07 2.26655e+07 1.78614e+07 1.54927e+07 1.48394e+07 1.13674e+07 1.97606e+07 9.27689e+06 1.54183e+07 7.69774e+06 1.04221e+07 9.68962e+06 1.23833e+07 7.87873e+06 7.69574e+06 7.78301e+06 3.33834e+07 6.97923e+06 6.15978e+06 5.4095e+06 4.79209e+06 4.77683e+06 4.59021e+06 6.79938e+06 3.97315e+06 3.96948e+06 3.52726e+06 2.90937e+06 2.78443e+06 2.60347e+06 2.59541e+06 2.88497e+06 2.54165e+06 2.51581e+06 2.4484e+06 2.46762e+06 2.38565e+06 2.11789e+06 2.30029e+06 2.10255e+06 1.77969e+06 1.57782e+06 1.6446e+06 1.53934e+06 1.99673e+06 1.35613e+06 1.34686e+06 1.01697e+06 909461 715816 655947 621625 threshold=2692.2960000000003 2632.2792750000003 85.539750000000012 355.00374000000005 957.78375000000017 141.98700000000005 0 950.98350000000005 249.90350000000004 2779.5510000000008 51.950250000000004 1444.3300000000002 1520.8892800000003 1913.0125000000005 432.27550000000002 1 42.564250000000008 1602.5343235000003 26.307400000000005 383.33200000000005 35.773000000000003 1854.9329420000001 759.38475000000005 484.50915000000003 942.80680000000018 903.726 797.20500000000004 14.459450000000002 192.02450000000002 972.56475000000012 2 432.25314000000003 228.49600000000004 63.062500000000007 3 1092.7150000000004 2.6253500000000001 104.10200000000002 512.23350000000016 11.117833500000001 652.05450000000008 156.02740000000003 169.55125000000001 4 439.66800000000001 283.34200000000004 256.21285000000006 5 1444.3300000000002 6 49.294200000000004 7 8 9 294.59875000000005 141.4265 decision_type=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 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 1 2 9 2 9 9 9 2 2 left_child=3 11 -3 5 6 18 9 13 28 21 -11 26 -13 15 -15 16 -6 -17 30 34 -21 23 24 -5 29 32 27 37 38 -10 47 44 -24 36 35 -20 -33 -2 43 -40 -22 49 -43 -7 52 50 -47 48 -1 -32 -30 -49 -8 -36 -35 -46 right_child=1 2 -4 4 7 8 31 -9 22 10 -12 12 -14 14 -16 17 -18 -19 19 20 40 -23 25 -25 -26 -27 -28 -29 45 -31 41 33 -34 54 53 -37 -38 -39 39 -41 -42 42 -44 -45 55 46 -48 51 -50 -51 -52 -53 -54 -55 -56 -57 leaf_value=0.18045415014514438 0.068571078689010051 22.711426129150393 69.141329382033575 1.4176008547025847 8.4713006434863125 0.51137360872911342 -0.34956947667768384 12.034858328501384 1.1309015586255524 13.541381263732911 0.13832950765436347 13.505366740593542 1.8266289405822755 12.426112626946491 3.0059944788614912 1.5375011842652975 1.6979436704007591 6.8834723318776776 0.23158730387054619 13.610053723075174 0.42593066825645381 6.6608930832999089 4.039223183707187 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47514 23 28 33 6119 48 22 22 126 48 42 2061 293 3695 35 55 51 2077 21 259848 271 12490 1092 3697 23 20 internal_value=0 14.7251 43.9077 -0.00626441 1.55444 -0.0239127 1.20662 4.20776 0.530997 1.80225 6.83986 4.78137 8.42765 3.78751 7.61584 3.33768 5.68345 2.05595 -0.0352778 0.154403 1.75037 1.70263 1.51927 1.63377 1.30648 3.82585 2.89678 4.11945 0.322825 1.21837 -0.046798 0.365857 2.77069 2.00757 0.130219 0.243085 3.7986 2.11393 0.239486 1.40643 0.815201 -0.0555435 0.243262 0.200603 0.250362 1.123 2.22198 0.0746503 0.188594 -0.0578337 0.867536 0.0140666 0.178473 0.0144231 0.568348 2.01361 internal_weight=0 181 46 363459 4064 359395 3593 471 7213 2088 44 135 46 447 47 400 120 280 352182 20165 301 2044 1255 2016 1149 106 89 69 5958 1128 332017 1505 85 101 19864 10048 45 49 5396 174 279 309716 2354 5222 1404 562 106 22301 7734 307362 456 14567 1349 9816 56 55 internal_count=363640 181 46 363459 4064 359395 3593 471 7213 2088 44 135 46 447 47 400 120 280 352182 20165 301 2044 1255 2016 1149 106 89 69 5958 1128 332017 1505 85 101 19864 10048 45 49 5396 174 279 309716 2354 5222 1404 562 106 22301 7734 307362 456 14567 1349 9816 56 55 cat_boundaries=0 6 7 13 19 25 26 33 39 45 51 cat_threshold=11585024 1216349696 67113296 1073741824 2113536 2 2072 3222274048 98372 1 1113784880 4229633 277894760 146116096 135529540 68162320 32769 2113729 1184 135562240 134546448 524544 0 2098176 1024 1031 32772 1090781216 2425426068 2148548865 268575888 2629635 1 0 65536 0 37748752 4196352 4128 2147745792 65568 1 2185232416 3072 64 83886244 1082131000 168297472 1076232192 1073754368 2147483713 is_linear=0 shrinkage=0.01 Tree=100 num_leaves=50 num_cat=9 split_feature=1 3 1 6 9 1 3 5 16 25 25 2 10 11 2 26 2 2 17 2 24 24 11 1 8 25 2 8 25 6 6 25 3 11 24 25 10 13 3 3 13 3 8 3 5 6 19 11 3 split_gain=2.69567e+08 2.82185e+08 9.80043e+07 6.34949e+07 6.14384e+07 3.34895e+07 2.49598e+07 2.00561e+07 1.95833e+07 1.33704e+07 9.93598e+06 7.79161e+06 7.48452e+06 8.61424e+06 1.27084e+07 2.34188e+07 7.3489e+06 7.03847e+06 7.15068e+06 6.94448e+06 6.75387e+06 5.57951e+06 5.48142e+06 5.14031e+06 4.91642e+06 4.31783e+06 4.27183e+06 3.97111e+06 3.66527e+06 3.59702e+06 3.32614e+06 3.01559e+06 2.37106e+06 2.2581e+06 2.13539e+06 4.17227e+06 2.03248e+06 4.5861e+06 3.31244e+06 1.9e+06 1.56766e+06 1.64273e+06 1.4e+06 1.38259e+06 1.30238e+06 1.30091e+06 1.20128e+06 617199 552145 threshold=2779.5510000000008 2692.2960000000003 733.23400000000015 2871.8940000000007 102.94250000000001 86.873535000000018 1854.9329420000001 543.59225000000015 306.48090000000008 0 1 957.78375000000017 1528.9670000000003 286.46707500000008 13.802000000000001 2022.5000000000002 1254.2925000000002 94.890920000000008 1268.0600000000002 241.74800000000005 2 3 1156.9900000000002 1097.7209 1128.2175000000002 4 26.254000000000001 321.9405000000001 5 512.71000000000015 1118.3050000000001 6 339.65625000000006 137.82020000000003 7 8 117.18350000000002 397.80214000000007 642.60925000000009 79.488000000000014 243.37500000000003 446.99425000000002 1926.0125000000005 19.423500000000008 34.610000000000007 889.19240000000013 306.43000000000006 654.29690000000005 542.09453100000007 decision_type=2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 1 1 2 2 2 9 2 2 9 2 2 9 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 5 6 -3 17 9 10 29 16 20 40 13 14 15 -2 21 28 25 46 26 -4 -22 -18 -21 32 -7 31 34 -8 -29 -12 -19 44 35 -1 38 -38 -13 -35 41 -9 -36 -27 -30 -42 -11 -31 -16 right_child=1 4 3 -5 -6 7 8 11 -10 19 27 36 -14 -15 48 -17 23 18 -20 24 22 -23 -24 -25 -26 43 -28 30 33 47 -32 -33 -34 39 42 -37 37 -39 -40 -41 45 -43 -44 -45 -46 -47 -48 -49 -50 leaf_value=0.60573947882870716 15.085023752848308 46.481849539620534 3.8096004181373413 18.008261483999402 23.060559930801393 1.1380904906183791 7.255493082158706 0.94176565902710363 16.016738506317139 0.30788720044745022 0.40050978014331762 0.10621934618268694 -0.69082179260253906 11.720488032386415 1.9069672470092776 0.80121401786804203 10.28762139233676 0.54455765961011093 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20 20 23 internal_value=0 12.4074 -0.00678307 2.51383 33.9905 -0.0175034 2.24703 0.492547 7.23702 1.91578 0.393164 2.11608 4.93637 5.95949 4.60016 8.25364 3.22811 -0.0356841 0.260286 1.1561 1.08698 2.79758 0.634388 6.27201 2.15846 0.242896 1.96694 0.270178 -0.0425036 4.86413 1.16472 0.225891 0.669279 -0.0526264 0.0637012 0.203509 4.61886 5.80819 3.00666 0.266541 1.68189 1.3738 0.0122082 0.113078 -0.0549015 2.51467 0.404394 2.83147 0.691786 internal_weight=0 175 362685 1536 45 361149 1510 12430 94 1416 11713 717 130 110 89 46 498 348719 7854 918 1747 427 1165 71 400 7828 582 9966 340865 74 473 9493 1813 311204 29661 7976 106 61 45 2201 611 446 21685 6015 309003 165 518 40 43 internal_count=362860 175 362685 1536 45 361149 1510 12430 94 1416 11713 717 130 110 89 46 498 348719 7854 918 1747 427 1165 71 400 7828 582 9966 340865 74 473 9493 1813 311204 29661 7976 106 61 45 2201 611 446 21685 6015 309003 165 518 40 43 cat_boundaries=0 6 12 13 14 20 26 32 33 38 cat_threshold=135266816 134218816 4160 1073807360 2113536 2147483648 76578816 134479872 67108864 512 0 1024 54 1932 2148843520 294976 256 262145 4194816 1024 1048580 360516 268435521 3260088368 4230145 1350571594 134563488 1073743360 169349888 603979776 2113792 33 7 1048576 4 0 1073807392 2048 is_linear=0 shrinkage=0.01 Tree=101 num_leaves=58 num_cat=8 split_feature=0 1 4 1 2 10 0 0 4 6 25 4 9 25 1 2 24 8 1 26 26 7 1 25 7 26 2 1 24 2 18 7 10 13 22 2 1 8 8 2 25 1 16 0 2 20 25 14 2 7 7 4 0 24 2 6 10 split_gain=2.69913e+08 3.17559e+08 2.36968e+08 1.0513e+08 4.84914e+07 3.94922e+07 3.88568e+07 2.35322e+07 1.66952e+07 1.47399e+07 1.38426e+07 1.2743e+07 1.1271e+07 9.76638e+06 9.25768e+06 1.19315e+07 7.98496e+06 7.66519e+06 9.04381e+06 7.20123e+06 6.57117e+06 6.07466e+06 5.93957e+06 5.44583e+06 5.42486e+06 1.21398e+07 2.01528e+07 4.88434e+06 4.66263e+06 4.20009e+06 3.735e+06 3.58442e+06 6.07042e+06 4.65674e+06 3.46562e+06 3.42018e+06 2.96186e+06 2.56257e+06 2.18398e+06 2.11308e+06 2.10053e+06 1.89545e+06 1.50771e+06 1.34202e+06 2.14691e+06 1.58635e+06 1.34106e+06 1.30994e+06 1.10686e+06 1.06754e+06 1.05319e+06 961301 915098 374289 303434 169536 150211 threshold=2773.7250000000004 2779.5510000000008 2632.2792750000003 733.23400000000015 2593.0505000000003 375.75300000000004 249.87000000000003 150.05350000000004 1517.5820000000001 571.28500000000008 0 104.57750000000001 679.93910000000005 1 1891.4572200000002 957.78375000000017 2 652.05450000000008 185.21731000000003 2022.5000000000002 2022.5000000000002 1489.0961200000002 138.62250000000003 3 322.90600000000012 2022.5000000000002 45.449154000000007 43.652000000000008 4 87.294750000000008 2044.7545000000002 654.14525000000003 893.42000000000007 21.604500000000005 1.0000000180025095e-35 2593.0505000000003 1256.4300000000001 759.5725000000001 30.860146500000003 122.75355000000002 5 355.00374000000005 31.335625000000004 23.3110125 669.1825 339.09750000000003 6 428.25000000000006 383.89096000000006 108.76150000000001 1489.0961200000002 558.69700000000012 321.84000000000009 7 14.450258500000002 211.11000000000004 9.4804000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 1 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 left_child=3 24 -3 6 7 8 11 13 -6 16 12 27 22 20 21 -16 19 41 -19 -9 36 -11 34 31 25 26 -2 30 -24 -18 35 32 -13 -33 -8 -1 -5 40 51 -22 -29 -14 -39 45 -45 -25 48 -40 49 -12 -26 -15 -50 54 -48 -55 -27 right_child=1 2 -4 4 5 -7 10 9 -10 14 46 23 17 38 15 -17 29 18 -20 -21 39 -23 28 43 50 56 -28 37 -30 -31 -32 33 -34 -35 -36 -37 -38 42 47 -41 -42 -43 -44 44 -46 -47 53 -49 52 -51 -52 -53 -54 55 -56 -57 -58 leaf_value=-0.048803010212044376 11.117346801196827 11.71183268814087 55.251949566650396 4.1208903457641597 10.714166954040527 2.8405767224286054 0.63732384539770903 5.3066819500923161 23.635172882080077 3.4593164555137679 0.26536545266926209 0.54357999658610612 0.92906465997164323 -0.18427324560353925 2.9787924625562585 12.104284334684674 -0.86360329426510241 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leaf_count=333145 34 25 25 25 20 37 1461 146 20 169 773 3150 74 430 23 38 71 22 65 92 37 32 231 3681 20 20 29 4562 806 264 39 86 40 82 73 29 23 45 100 22 9594 51 27 1257 26 20 483 20 30 188 20 40 112 679 155 69 23 internal_value=0 11.7311 33.4819 -0.00712669 2.54334 10.2869 -0.0184926 2.15414 17.1747 3.28648 0.833727 -0.0311208 1.31677 0.797615 5.25133 8.66353 2.38807 3.53769 5.81693 3.76758 3.43501 4.21579 1.13876 0.355111 4.28215 3.09804 5.89391 -0.0403941 1.72335 1.25798 -0.0481419 0.665732 0.592737 2.09139 0.74357 -0.0485041 6.50352 0.141054 0.256737 1.5208 0.131482 1.95135 2.02284 0.144204 0.423193 0.0478784 0.287184 1.46517 0.546549 0.429734 7.42007 -0.0463376 1.3756 0.0783409 0.254538 -0.0733199 -0.99824 internal_weight=0 196 50 362664 1609 77 361055 1532 40 835 5272 355783 2783 697 262 61 573 212 87 238 107 201 2571 8342 146 106 63 347441 1037 335 333213 3358 3190 168 1534 333174 48 14228 590 59 14156 125 72 4984 1283 3701 2489 120 1103 961 40 470 142 1386 638 748 43 internal_count=362860 196 50 362664 1609 77 361055 1532 40 835 5272 355783 2783 697 262 61 573 212 87 238 107 201 2571 8342 146 106 63 347441 1037 335 333213 3358 3190 168 1534 333174 48 14228 590 59 14156 125 72 4984 1283 3701 2489 120 1103 961 40 470 142 1386 638 748 43 cat_boundaries=0 6 12 13 19 20 26 33 34 cat_threshold=78956064 142607360 67113232 4259840 2113536 2147484674 1048576 0 320 0 0 2147483648 540 135564320 1208287808 201855232 262657 6291456 1032 386 135299712 134479876 1053464 68190209 2097280 1056 134283392 1074003976 33555520 1107296257 4198400 65 2 2636 is_linear=0 shrinkage=0.01 Tree=102 num_leaves=51 num_cat=14 split_feature=0 3 2 5 6 4 0 0 26 2 25 24 3 4 6 24 26 16 5 4 9 13 19 5 14 25 2 0 3 25 25 24 2 25 25 2 11 9 3 9 25 2 3 25 2 18 3 25 25 25 split_gain=2.64542e+08 2.41005e+08 8.93017e+07 7.00147e+07 6.00478e+07 3.9425e+07 3.43232e+07 2.92813e+07 2.59184e+07 4.00932e+07 1.3508e+07 1.34887e+07 4.12149e+07 9.43542e+06 9.08234e+06 7.4655e+06 8.54164e+06 6.78649e+06 6.53227e+06 7.70844e+06 5.40755e+06 5.60785e+06 5.37932e+06 5.07714e+06 5.0442e+06 4.16098e+06 5.49652e+06 3.66391e+06 3.49019e+06 3.34383e+06 3.102e+06 3.35881e+06 2.98573e+06 2.84379e+06 2.84173e+06 2.84011e+06 2.83327e+06 2.4448e+06 2.17807e+06 2.11977e+06 1.84495e+06 1.78492e+06 1.47308e+06 1.4572e+06 1.39726e+06 1.1896e+06 1.1146e+06 996685 650411 522073 threshold=2773.7250000000004 2692.2960000000003 520.5395000000002 2763.7525000000005 2871.8940000000007 1876.5445000000002 166.73750000000004 448.50050000000005 2022.5000000000002 45.449154000000007 0 1 1854.9329420000001 104.57750000000001 1118.3050000000001 2 2022.5000000000002 940.75000000000011 234.36750000000004 1517.5820000000001 27.017500000000002 345.91750000000008 249.43974 209.25250000000003 1151.8115000000003 3 1800.6974500000001 137.97000000000003 28.443000000000001 4 5 6 204.32750000000004 7 8 172.98350000000002 187.85410000000005 214.94750000000002 26.556000000000001 679.93910000000005 9 208.72700000000003 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4.44217e+06 4.22284e+06 4.04949e+06 3.34161e+06 3.23021e+06 4.64628e+06 2.98584e+06 2.7153e+06 2.59987e+06 2.59205e+06 2.70635e+06 2.3551e+06 2.09581e+06 1.79741e+06 1.71764e+06 1.31941e+06 1.61741e+06 1.97002e+06 1.20446e+06 1.04452e+06 819358 364198 347787 374999 170217 threshold=2773.7250000000004 2779.5510000000008 2632.2792750000003 733.23400000000015 2763.7525000000005 572.8955000000002 249.87000000000003 591.40200000000016 1854.9329420000001 0 88.910000000000011 1913.0125000000005 1291.5535000000002 679.93910000000005 1 2593.0505000000003 652.05450000000008 185.21731000000003 234.36750000000004 138.62250000000003 322.90600000000012 2022.5000000000002 45.449154000000007 103.52400000000002 2 43.652000000000008 162.71250000000001 3 2593.0505000000003 4 1291.5535000000002 2640.1488000000004 5 6 759.5725000000001 96.243500000000026 566.70675000000006 542.09453100000007 7 476.54200000000009 8 710.99890000000016 117.95700000000001 520.5395000000002 1489.0961200000002 1092.7150000000004 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1050112 1088 64 0 2113536 2147483649 2434 2060 1048580 134217728 528912 1140850688 0 2147483648 135299072 1208287236 134746432 67174912 6291456 1024 2094 1282 136315012 1074003976 33555520 1107296257 4198400 65 2 2636 is_linear=0 shrinkage=0.01 Tree=104 num_leaves=57 num_cat=10 split_feature=0 1 3 1 3 18 0 25 0 6 8 7 8 25 9 7 2 3 0 7 2 25 0 24 13 25 1 10 3 1 7 24 25 10 13 3 12 2 2 9 2 10 0 8 7 3 25 9 6 25 0 8 7 2 1 25 split_gain=2.54118e+08 3.02216e+08 1.80355e+08 9.95982e+07 4.64259e+07 4.69458e+07 3.6589e+07 2.10145e+07 1.81445e+07 2.50328e+07 1.54666e+07 1.41772e+07 9.68132e+06 9.42603e+06 8.96457e+06 8.96143e+06 8.1236e+06 6.20838e+06 5.44317e+06 5.17478e+06 9.17476e+06 5.04725e+06 1.26069e+07 4.70754e+06 4.5846e+06 4.58014e+06 4.50251e+06 4.30678e+06 4.58176e+06 4.06585e+06 3.09909e+06 3.08544e+06 3.08363e+06 2.91254e+06 2.89487e+06 3.53826e+06 2.88982e+06 2.58912e+06 2.53982e+06 2.4884e+06 2.41665e+06 3.16403e+06 2.36789e+06 2.04299e+06 1.75328e+06 1.49615e+06 1.37739e+06 1.3677e+06 1.33696e+06 1.18091e+06 1.09732e+06 1.04597e+06 1.02373e+06 776705 701147 610321 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 733.23400000000015 1278.9218000000003 321.88825000000003 166.73750000000004 0 988.99750000000006 1295.575 652.05450000000008 349.25600000000003 998.8850000000001 1 636.6312200000001 75.853500000000011 1254.2925000000002 1107.1660000000004 162.71250000000001 322.90600000000012 27.046500000000005 2 34.610000000000007 3 1099.5287500000002 4 262.36100000000005 893.42000000000007 1278.9218000000003 53.925750000000008 183.40100000000004 5 6 484.50915000000003 518.6631000000001 407.24088000000006 137.52500000000001 68.787000000000006 621.21800000000007 679.93910000000005 168.95750000000001 800.19400000000007 374.55537400000009 268.16284850000005 512.23350000000016 407.24088000000006 7 1279.0000000000002 85.33120000000001 8 8.9635000000000016 1548.5050000000003 1489.0961200000002 437.0705000000001 733.23400000000015 9 decision_type=2 2 2 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208 85 51 70 11701 653 78 5157 956 57 522 90 2346 4201 22791 6045 9355 309773 1399 40 228 47 4646 cat_boundaries=0 6 12 17 18 24 25 31 38 44 50 cat_threshold=135266304 134218752 80 1073807360 2113536 2147483648 76645408 142606336 67109136 4260352 2097216 32 1048576 1024 64 0 16384 22 2349957248 134479940 67113217 67371521 4210688 1024 1309 3221225472 360452 276824128 1114914864 4369408 1350571082 136577668 1073743660 1054272 1107296258 4216064 2147484737 2 18187776 295936 34607896 68452864 2102720 129 547644932 1140884520 134742020 2152726528 270602560 2147483843 is_linear=0 shrinkage=0.01 Tree=105 num_leaves=57 num_cat=11 split_feature=3 4 8 0 2 0 24 10 25 24 0 2 6 22 2 2 8 5 3 8 3 2 25 7 0 18 9 3 11 13 6 2 18 4 24 4 4 7 10 0 25 10 4 25 5 19 11 11 4 7 24 24 25 2 9 25 split_gain=3.17993e+08 4.95381e+08 1.32688e+08 1.08418e+08 4.64928e+07 2.76194e+07 2.14514e+07 2.62108e+07 2.03881e+07 2.52738e+07 5.54015e+07 1.70139e+07 1.45049e+07 1.25997e+07 1.16813e+07 1.11426e+07 9.73896e+06 1.23048e+07 9.24161e+06 9.21734e+06 7.51e+06 7.17241e+06 6.61951e+06 6.28725e+06 6.04333e+06 5.63327e+06 5.02098e+06 2.20477e+07 2.99733e+07 4.88846e+06 4.82449e+06 4.64952e+06 4.16468e+06 4.5466e+06 4.13475e+06 4.89167e+06 3.72184e+06 3.43147e+06 3.40929e+06 2.8762e+06 2.87446e+06 2.72432e+06 2.6887e+06 2.5406e+06 2.52052e+06 2.45882e+06 2.18184e+06 1.99963e+06 1.95408e+06 1.89153e+06 1.80764e+06 1.55804e+06 1.49917e+06 1.48309e+06 1.38643e+06 932548 threshold=2692.2960000000003 2632.2792750000003 2877.4750000000008 591.40200000000016 957.78375000000017 104.28351050000001 0 413.33370500000007 1 2 1266.1895000000002 383.89096000000006 1913.0125000000005 8.6540000000000017 1800.6974500000001 215.24100000000001 1128.2175000000002 1121.68056 1278.9218000000003 607.31900000000007 39.610000000000007 221.80500000000004 3 572.8955000000002 172.16250000000002 1.0000000180025095e-35 383.33200000000005 14.522500000000003 28.142500000000002 972.56475000000012 137.63850000000005 1800.6974500000001 2.1910000000000003 558.69700000000012 4 1291.5535000000002 1517.5820000000001 397.76814000000007 1274.5290000000002 2773.7250000000004 5 8.0432250000000014 208.02000000000001 6 127.18391600000002 306.43000000000006 398.97365000000008 494.81977000000006 1115.3337000000004 1888.9124200000003 7 8 9 547.57500000000016 787.73500000000001 10 decision_type=2 2 2 2 2 2 1 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 2 2 1 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 1 1 9 2 2 9 left_child=3 16 -3 5 8 20 7 14 9 10 41 22 23 19 -6 29 17 21 32 -11 26 -2 46 45 -25 31 40 44 -29 39 37 -20 33 -8 35 -17 51 43 -9 -10 53 -5 52 -22 -28 -13 50 -39 -36 -42 -7 -32 -24 -1 -48 -44 right_child=1 2 -4 4 6 11 18 38 15 13 -12 12 -14 -15 -16 34 -18 -19 25 -21 30 -23 42 24 -26 -27 27 28 -30 -31 36 -33 -34 -35 48 -37 -38 47 -40 -41 49 -43 55 -45 -46 -47 54 -49 -50 -51 -52 -53 -54 -55 -56 -57 leaf_value=0.052632866481379915 0.28321642208099368 25.343347358703614 59.343298464688388 5.6197934759170449 10.793177995120777 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40 24 22 47 34 619 56 23 935 247 26 830 22 22 24 201 36 25 32 52 225 33 4896 23 149 20 756 24 20 23 776 33 34 74 202 20 31 175 30 53 310243 29 254 13060 150 45 119 28 32 31 1309 876 1870 228 25 506 leaf_count=23451 40 24 22 47 34 619 56 23 935 247 26 830 22 22 24 201 36 25 32 52 225 33 4896 23 149 20 756 24 20 23 776 33 34 74 202 20 31 175 30 53 310243 29 254 13060 150 45 119 28 32 31 1309 876 1870 228 25 506 internal_value=0 13.2898 41.6042 -0.00493343 2.18386 -0.0185792 5.4774 9.09877 1.55619 3.47021 7.68935 0.482686 1.67938 1.93774 14.5637 0.973606 3.56996 5.20392 3.3626 1.4607 -0.0338532 3.13029 0.349402 1.51053 3.25835 6.17365 -0.0437111 0.682253 7.59511 0.395382 0.183764 7.60165 2.11069 1.29573 2.27981 3.25194 0.6886 0.120771 4.83507 0.289287 -0.0457763 4.13258 0.210529 0.101055 0.34653 1.16695 0.848708 1.4111 1.1726 -0.0538803 0.76412 0.624181 0.147461 0.0604108 2.04018 0.774769 internal_weight=0 180 46 362990 2249 360741 360 111 1889 423 102 10667 1069 321 58 1466 134 98 249 299 350074 73 9598 1047 172 85 334903 950 44 1011 15171 65 164 130 455 221 1683 13488 53 988 333953 76 7526 13285 906 875 2072 203 234 310274 1928 1652 6766 23679 144 760 internal_count=363170 180 46 362990 2249 360741 360 111 1889 423 102 10667 1069 321 58 1466 134 98 249 299 350074 73 9598 1047 172 85 334903 950 44 1011 15171 65 164 130 455 221 1683 13488 53 988 333953 76 7526 13285 906 875 2072 203 234 310274 1928 1652 6766 23679 144 760 cat_boundaries=0 1 7 8 14 15 21 26 27 28 34 39 cat_threshold=2072 1065472 134217728 0 1073741824 2113536 2147483648 6 1083392 134479936 67109120 37749248 4194369 1056 1388 3222274048 98372 2147483712 1148584240 36352 1350595624 0 65540 64 512 4194304 649 2219 212141604 1082164768 169349648 1074790400 270537984 2147484160 262660 1024 34079232 1073741825 4096 is_linear=0 shrinkage=0.01 Tree=106 num_leaves=51 num_cat=7 split_feature=1 0 4 1 5 0 11 0 2 25 5 2 4 2 24 0 4 11 0 0 5 5 2 11 4 0 25 2 0 25 2 5 0 2 9 25 5 8 25 8 25 0 2 11 26 14 1 20 9 2 split_gain=3.31171e+08 3.56675e+08 1.28274e+08 9.4397e+07 5.41172e+07 3.89668e+07 2.87341e+07 2.55453e+07 1.42693e+07 1.42361e+07 1.36716e+07 1.17014e+07 1.10642e+07 1.08033e+07 9.23074e+06 9.21474e+06 9.12168e+06 9.10394e+06 6.78876e+06 6.71147e+06 5.80112e+06 5.43838e+06 5.39931e+06 4.9824e+06 4.96078e+06 8.40198e+06 4.70954e+06 4.30403e+06 4.63521e+06 4.23524e+06 4.55045e+06 3.80427e+06 4.13619e+06 3.71735e+06 3.63242e+06 3.22582e+06 5.29462e+06 2.96078e+06 2.86483e+06 3.24301e+06 2.80194e+06 2.58511e+06 2.5442e+06 1.90744e+06 1.56178e+06 1.55935e+06 1.5092e+06 1.36657e+06 1.07664e+06 503384 threshold=2779.5510000000008 2773.7250000000004 2632.2792750000003 677.74500000000012 2763.7525000000005 233.46861500000003 274.4500000000001 885.78750000000014 1254.2925000000002 0 1874.1882800000003 669.1825 88.910000000000011 365.68050000000005 1 1266.1895000000002 87.037500000000009 1347.54114 33.002500000000005 2773.7250000000004 160.69600000000003 1874.1882800000003 1444.3300000000002 208.02000000000001 558.69700000000012 1114.9175000000002 2 2.1142500000000006 1266.1895000000002 3 2593.0505000000003 14.489570000000002 75.332750000000019 249.90350000000004 383.33200000000005 4 1287.5327000000002 818.62500000000011 5 1329.5732400000002 6 18.175917000000002 182.49450000000004 10.915413500000001 2022.5000000000002 1151.8115000000003 20.860180000000003 16.252921000000004 27.533855000000006 7.9537500000000003 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 9 2 2 9 2 2 2 2 2 9 2 2 9 2 9 2 2 2 2 2 2 2 2 2 left_child=3 13 -3 5 7 12 -6 10 27 11 18 14 29 31 15 -7 -10 -18 43 38 40 22 -15 -16 37 -26 -20 28 -9 30 34 32 -2 -29 -1 36 -22 -13 39 -11 42 48 -14 -5 -21 -37 -43 -40 -31 -42 right_child=1 2 -4 4 6 9 -8 8 16 19 -12 24 20 21 23 -17 17 -19 26 44 35 -23 -24 -25 25 -27 -28 33 -30 41 -32 -33 -34 -35 -36 45 -38 -39 47 -41 49 46 -44 -45 -46 -47 -48 -49 -50 -51 leaf_value=0.041783620933218732 6.0663117145356686 16.998708883921307 47.581923927068708 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130 25 569 21 21 203 87 23 581 48 27 274985 22 21 20 146 486 1100 32 26 1317 29 3214 13705 430 88 25 27 6229 32 7846 1614 leaf_count=42793 21 24 32 490 21 765 20 21 20 1992 27 153 2509 23 959 75 70 26 130 25 569 21 21 203 87 23 581 48 27 274985 22 21 20 146 486 1100 32 26 1317 29 3214 13705 430 88 25 27 6229 32 7846 1614 internal_value=0 13.4507 34.4748 -0.00513957 2.33541 -0.0162505 13.6861 2.05741 4.42586 0.803216 1.41311 1.41167 -0.0294127 4.18019 1.1463 1.93944 7.30949 6.02955 1.26559 0.390356 0.307359 7.02868 5.03038 0.551499 3.29883 4.97014 1.91992 3.04363 5.72471 -0.0386527 0.0538456 1.19386 2.96665 2.38027 0.0515468 0.831397 1.42018 2.27177 0.445456 0.682256 0.190771 -0.0518817 0.433558 0.460696 -3.24536 0.500371 0.0581825 0.085008 -0.0596409 0.041991 internal_weight=0 183 56 362987 1715 361272 41 1674 358 5711 1316 2291 355561 127 2002 840 116 96 1289 3420 9495 65 44 1162 289 110 711 242 48 346066 43301 62 41 194 43279 1728 601 179 3370 2021 7767 302765 2939 578 50 1127 19934 1349 282831 4828 internal_count=363170 183 56 362987 1715 361272 41 1674 358 5711 1316 2291 355561 127 2002 840 116 96 1289 3420 9495 65 44 1162 289 110 711 242 48 346066 43301 62 41 194 43279 1728 601 179 3370 2021 7767 302765 2939 578 50 1127 19934 1349 282831 4828 cat_boundaries=0 6 7 10 16 21 28 34 cat_threshold=68519424 142607360 67109136 0 2097152 1026 1302 1048576 64 256 3230695424 98372 65 1148600864 4230656 1082151968 136611328 1074036800 1048576 1 4096 144719904 1074004512 169349120 1111752704 4215808 2147484265 2 137397280 1208287776 134746448 603980288 6292736 1152 is_linear=0 shrinkage=0.01 Tree=107 num_leaves=48 num_cat=10 split_feature=1 0 3 1 5 0 0 3 8 25 5 10 4 0 3 24 15 5 3 0 3 5 3 24 24 3 0 25 9 0 3 25 10 5 0 25 0 3 25 25 8 14 25 26 20 1 0 split_gain=3.24581e+08 3.49577e+08 1.38028e+08 9.25421e+07 5.30374e+07 3.81913e+07 2.50304e+07 1.60011e+07 1.44087e+07 1.39557e+07 1.33981e+07 1.3105e+07 1.0844e+07 8.94034e+06 7.99952e+06 6.99324e+06 6.46001e+06 6.87904e+06 6.31856e+06 6.10611e+06 5.70086e+06 5.68568e+06 5.55226e+06 5.18416e+06 4.6468e+06 4.50017e+06 4.31417e+06 4.14148e+06 3.55564e+06 1.47363e+07 3.42058e+06 3.16162e+06 5.73559e+06 2.97336e+06 2.84904e+06 2.76033e+06 3.32095e+06 2.67391e+06 2.53856e+06 2.30631e+06 2.03053e+06 1.52832e+06 1.4507e+06 1.40458e+06 1.33938e+06 839075 488021 threshold=2779.5510000000008 2773.7250000000004 2692.2960000000003 677.74500000000012 2763.7525000000005 233.46861500000003 885.78750000000014 542.09453100000007 1329.5732400000002 0 1874.1882800000003 459.91795000000008 88.910000000000011 1114.9175000000002 114.706 1 1206.4050000000002 1.8942000000000003 141.98700000000005 2773.7250000000004 271.92750000000007 160.69600000000003 283.08325000000008 2 3 802.00500000000011 1266.1895000000002 4 383.33200000000005 4.7635710000000016 1471.8415000000002 5 893.42000000000007 1874.1882800000003 1501.0951200000002 6 1501.0951200000002 24.191750000000003 7 8 9.3820000000000032 1151.8115000000003 9 2022.5000000000002 16.252921000000004 7.2825000000000015 196.47460000000004 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 2 2 9 2 2 2 9 2 2 2 9 2 2 9 9 2 2 9 2 2 2 2 left_child=3 7 -3 5 6 12 10 40 -6 13 14 -9 27 20 39 34 17 26 -16 35 23 30 -19 -7 -22 -17 -8 28 33 -30 38 32 -23 -1 -15 36 -11 45 -14 -5 46 -33 -39 -21 -37 -29 -2 right_child=1 2 -4 4 8 9 16 11 -10 19 -12 -13 21 15 18 25 -18 22 -20 43 24 31 -24 -25 -26 -27 -28 37 29 -31 -32 41 -34 -35 -36 44 -38 42 -40 -41 -42 -43 -44 -45 -46 -47 -48 leaf_value=0.041610658898363094 -1.0761959389277866 15.324687336216803 47.236874438199131 1.6701292951265969 7.4746491603851313 1.7404018251538802 8.4902399549833163 12.003575789507698 19.334522690545946 0.60337619875095538 8.3710459546689631 2.3522547213236491 0.42223914076566621 7.2752580230712889 6.6962687992227483 0.67681149463499757 8.4623726071630205 -0.35680776629337047 1.9029553991959509 -4.8644775946935015 0.10096697987567994 1.2481261103119374 3.6828123942474646 0.43985591233443422 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4215808 2147484265 2 135300128 1208221728 134746448 603980288 2098432 1152 1048576 64 320 1077936128 136644100 142869536 135795472 2181103617 1075843392 129 1 is_linear=0 shrinkage=0.01 Tree=108 num_leaves=56 num_cat=9 split_feature=3 4 26 0 25 24 4 0 5 0 16 9 10 4 6 25 6 25 3 3 5 22 4 3 3 5 9 9 11 25 4 0 24 3 26 11 0 4 5 25 5 6 26 5 19 25 14 6 26 14 5 6 5 25 10 split_gain=3.01354e+08 4.73047e+08 1.03897e+08 1.02352e+08 3.60816e+07 3.25901e+07 3.29828e+07 3.21731e+07 3.10669e+07 2.60843e+07 1.91563e+07 1.57344e+07 1.71691e+07 1.45556e+07 1.49148e+07 1.17243e+07 7.89044e+06 7.77583e+06 7.70128e+06 7.15142e+06 6.91643e+06 6.6709e+06 8.10395e+06 6.8599e+06 5.88435e+06 5.59903e+06 4.9246e+06 1.51793e+07 2.72476e+07 4.56119e+06 5.75935e+06 4.4948e+06 4.05388e+06 3.8565e+06 3.64527e+06 3.58129e+06 3.2989e+06 3.21775e+06 2.65954e+06 2.65549e+06 2.50229e+06 2.30827e+06 2.2934e+06 2.17574e+06 2.12348e+06 1.83697e+06 2.10136e+06 1.72651e+06 1.58228e+06 1.54261e+06 1.51932e+06 959248 690777 660184 432775 threshold=2692.2960000000003 2632.2792750000003 2022.5000000000002 591.40200000000016 0 1 3.6407000000000003 988.99750000000006 1874.1882800000003 104.28351050000001 119.5665 732.3900000000001 602.04700000000014 480.16275000000002 1913.0125000000005 2 1913.0125000000005 3 974.18930000000012 59.548800000000007 911.29109000000005 8.6540000000000017 251.29000000000005 476.54200000000009 476.54200000000009 7.2831999999999999 383.33200000000005 406.08214000000004 8.7131500000000024 4 726.06900000000007 1836.963 5 122.45000000000002 2022.5000000000002 177.60300000000004 141.98703000000003 93.042000000000016 378.61939999999998 6 543.59225000000015 1118.3050000000001 2022.5000000000002 284.82500000000005 117.07400000000001 7 602.7274450000001 543.33000000000004 2022.5000000000002 254.21200000000002 63.058750000000011 23.455000000000002 911.29109000000005 8 642.33175000000017 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 left_child=3 16 -3 9 5 6 7 -5 15 19 18 41 -13 17 32 21 20 24 -10 26 25 23 -23 -6 47 34 39 28 -28 30 35 37 44 -32 -2 -21 -26 -17 -29 48 -34 49 -33 -8 -15 46 -19 -11 -1 -7 -41 54 -53 -47 -31 right_child=1 2 -4 4 8 11 43 -9 10 13 -12 12 -14 14 -16 31 -18 45 -20 29 -22 22 -24 -25 36 -27 27 38 -30 51 33 42 40 -35 -36 -37 -38 -39 -40 50 -42 -43 -44 -45 -46 53 -48 -49 -50 -51 -52 52 -54 -55 -56 leaf_value=0.1408966223690595 8.5614372842311859 25.577443164327871 55.634925251836364 6.057619814554851 1.3607077513927039 0.088198313248895974 5.8948685264587404 19.426969867494371 -0.087593719309026541 0.63088655564560436 15.061987631225586 14.6682785282135 2.8573180168867114 0.62566546611925511 10.164861857096353 0.31708275364237215 -1.2821918092455185 0.33645404927157024 7.951443035419171 0.30280801639476723 8.570832787156105 10.656656524658203 2.037712039152781 3.3249694200092925 5.9463135485027143 0.023094345822053799 0.82797848399092522 0.16996385990218685 15.065103173494339 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cat_threshold=1049088 134217728 16 0 2097152 1024 30 134512640 0 4096 1073807360 16384 2147483650 1084416 134479936 67109120 37749248 65 1056 3244544 1208320516 68161873 100663808 6292480 1025 3752 3222274048 98372 2147483712 1148584240 35328 1350595624 211878432 1082131456 135794768 1074003968 6308864 513 4456452 33576 33554944 2215772193 268439808 2147483714 2 is_linear=0 shrinkage=0.01 Tree=109 num_leaves=49 num_cat=7 split_feature=1 2 4 1 4 10 0 0 7 0 9 2 7 7 2 4 12 3 13 25 24 0 0 1 0 4 4 6 0 1 9 1 25 3 25 4 2 10 2 25 3 7 24 2 6 26 25 6 split_gain=3.13432e+08 3.40363e+08 2.35894e+08 8.93303e+07 5.05805e+07 4.25514e+07 3.66372e+07 2.78899e+07 2.26946e+07 2.579e+07 2.85495e+07 1.35519e+07 1.27031e+07 1.08044e+07 1.04995e+07 9.41102e+06 9.15459e+06 8.53583e+06 1.58055e+07 7.70798e+06 7.65632e+06 1.36838e+07 7.10234e+06 7.08683e+06 6.86576e+06 9.22248e+06 8.13577e+06 5.6994e+06 5.08878e+06 4.52014e+06 6.37363e+06 3.71488e+07 4.3294e+06 3.98665e+06 3.74673e+06 3.50057e+06 4.38731e+06 3.18651e+06 2.77161e+06 2.6877e+06 2.6833e+06 2.20256e+06 1.61754e+06 1.60906e+06 1.36483e+06 1.33491e+06 1.24055e+06 1.02858e+06 threshold=2779.5510000000008 2593.0505000000003 2632.2792750000003 677.74500000000012 2632.2792750000003 519.72350000000017 233.46861500000003 885.78750000000014 1282.0428000000002 688.40820000000008 191.88525000000004 484.73415000000006 1489.0961200000002 86.254000000000005 1254.2925000000002 87.037500000000009 1092.2600000000002 1854.9329420000001 17.874000000000002 0 1 1114.9175000000002 104.28351050000001 39.031250000000007 1501.0951200000002 586.56060000000014 784.4625000000002 1118.3050000000001 2773.7250000000004 20.430175000000002 365.76300000000003 32.888000000000012 2 45.126000000000005 3 1517.5820000000001 2.1142500000000006 893.42000000000007 73.663000000000025 4 642.60925000000009 258.90150000000006 5 1444.3300000000002 165.03000000000003 2022.5000000000002 6 7.7315000000000014 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 2 2 2 2 2 9 2 9 2 2 2 2 9 2 2 1 2 2 2 9 2 left_child=3 8 -3 6 7 -6 13 12 9 33 -11 19 22 29 35 -16 -17 34 -19 20 21 -8 42 43 26 -26 -25 -22 41 39 38 -32 -24 -2 37 36 -9 -15 -31 45 -14 -21 -5 47 -36 -1 -41 -13 right_child=1 2 -4 4 5 -7 11 14 -10 10 -12 23 40 17 15 16 -18 18 -20 28 27 -23 32 24 25 -27 -28 -29 -30 30 31 -33 -34 -35 44 -37 -38 -39 -40 46 -42 -43 -44 -45 -46 -47 -48 -49 leaf_value=0.14649740193727276 -0.039988195146833147 11.253695926666261 53.636715747570172 1.3164402091128273 22.676473364396529 3.2234098815917971 1.6689888808452702 5.5838851571083072 -3.4198075840390958 19.051467158977804 3.1595290451049807 -0.21778435868276677 4.3466706792513534 0.5620608084983989 13.206629940032958 3.825060306821551 10.982024138768514 10.668254162181508 -1.6146788170337678 0.22618588953337693 0.67909700365430004 7.2687185577392572 3.7094585619121792 1.6139097594868657 10.781688605598781 1.7253033750707454 4.7102952744342659 5.0089862774264429 -3.4633898448944094 0.036487275013052808 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0.272875 -0.0372363 0.100172 1.82997 1.93117 1.9952 0.300005 3.29438 2.91239 0.614558 0.0837192 -0.0467167 6.601 0.31902 0.433215 0.202268 0.159634 0.0662555 -0.0540441 0.610945 internal_weight=0 183 53 362987 1715 45 361272 1670 130 101 46 5711 1315 355561 355 114 94 8572 42 5005 1995 393 1271 706 549 45 504 1602 3010 346989 22395 211 596 55 8530 241 219 2615 22184 324594 44 2974 675 157 5915 19770 304824 135 internal_count=363170 183 53 362987 1715 45 361272 1670 130 101 46 5711 1315 355561 355 114 94 8572 42 5005 1995 393 1271 706 549 45 504 1602 3010 346989 22395 211 596 55 8530 241 219 2615 22184 324594 44 2974 675 157 5915 19770 304824 135 cat_boundaries=0 6 7 13 19 25 26 33 cat_threshold=76908032 1207961088 67108880 4456448 2117632 2147484672 6 2097152 64 256 0 0 2147483648 2284946560 134217760 67633409 67371521 16448 1024 3222274048 98308 2147549249 1147298096 4230656 1082152480 24 536903684 17039424 276826628 2182415360 285221008 806887499 1 is_linear=0 shrinkage=0.01 Tree=110 num_leaves=64 num_cat=9 split_feature=1 3 12 0 25 0 24 2 6 4 0 2 1 1 7 25 3 2 1 2 0 1 18 4 4 2 0 22 2 0 3 1 2 13 25 2 24 3 5 24 7 7 25 4 3 26 6 6 3 7 10 0 10 18 0 25 0 25 26 7 7 2 26 split_gain=3.54331e+08 4.66853e+08 8.91869e+07 8.40439e+07 3.02957e+07 3.67883e+07 3.32405e+07 6.77391e+07 2.46418e+07 2.18544e+07 4.38289e+07 2.07391e+07 1.51364e+07 1.39289e+07 1.11863e+07 6.4808e+06 7.41363e+06 6.11053e+06 5.46441e+06 5.20881e+06 4.88125e+06 4.71803e+06 5.23085e+06 4.69034e+06 4.5005e+06 4.4862e+06 4.35556e+06 4.54404e+06 9.20803e+06 4.14455e+06 3.99367e+06 7.75158e+06 1.57599e+07 3.9415e+06 3.5155e+06 3.42205e+06 3.0467e+06 3.40952e+06 3.03762e+06 3.01799e+06 2.54017e+06 2.45283e+06 2.30841e+06 2.27952e+06 1.85067e+06 1.68214e+06 1.56771e+06 1.40835e+06 1.33266e+06 1.33145e+06 1.32166e+06 1.27229e+06 1.17739e+06 1.13329e+06 938813 787947 758117 746279 665057 597387 2.35263e+06 485622 12911.4 threshold=2779.5510000000008 2692.2960000000003 85.539750000000012 360.43000000000001 0 1266.1895000000002 1 30.494700000000005 1913.0125000000005 1.7323 635.67100000000016 103.44915000000002 522.78869700000007 135.63000000000002 29.369 2 1471.8415000000002 1254.2925000000002 423.81250000000006 520.5395000000002 28.443000000000001 677.74500000000012 522.46369700000014 586.56060000000014 784.4625000000002 365.68050000000005 1836.963 0.43224999999999997 2.9725000000000006 1836.963 76.147499999999994 1097.7209 208.72700000000003 1280.8870000000004 3 1092.7150000000004 4 1107.1660000000004 2763.7525000000005 5 987.73900000000015 512.23350000000016 6 34.29207250000001 21.745000000000005 2022.5000000000002 148.87900000000005 206.17900000000006 50.738700000000009 397.76814000000007 1797.2975000000001 52.898140000000005 181.99052500000002 564.05900000000008 562.18200000000013 7 2773.7250000000004 8 2022.5000000000002 512.23350000000016 75.853500000000011 669.1825 2022.5000000000002 decision_type=2 2 2 2 9 2 1 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 1 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 left_child=3 9 -3 11 5 8 7 -7 21 10 45 20 15 47 -9 16 23 -15 26 -18 38 33 -23 -13 -10 -11 27 35 -29 -27 51 40 -33 -5 39 -6 59 54 42 41 -32 -22 50 -41 57 -2 -44 -8 55 -50 -1 61 -53 -46 -38 -36 62 -17 -58 60 -20 -14 -28 right_child=1 2 -4 4 18 6 13 14 24 25 -12 12 30 17 -16 44 19 -19 36 -21 34 22 -24 -25 -26 29 56 28 -30 -31 31 32 -34 -35 48 -37 37 -39 -40 43 -42 -43 46 -45 53 -47 -48 -49 49 -51 -52 52 -54 -55 -56 -57 58 -59 -60 -61 -62 -63 -64 leaf_value=0.049573466703305584 5.2241202926635744 29.127255175555192 56.988631515502931 1.0337576450077857 0.34388789528320773 23.310077597935994 -1.1289346943204366 9.2623309345096345 5.7461057205200197 -2.3379666169484459 20.913960098993211 0.58837600872283757 0.50759928865967507 3.1403722902885955 1.633494035875475 0.16320378700084429 8.6276758232116695 6.6948833008816369 -0.42796037344137833 1.5764023694125089 0.82459151404851205 2.1230371407557853 6.7534833531026486 2.5070262729238584 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24 25 leaf_count=22625 20 27 20 1112 1679 30 63 40 20 24 21 2267 107 133 37 2333 20 76 60 22 922 253 27 135 22 34 20 26 42 24 278 21 86 24 7709 40 84 38 33 1672 20 21 304490 723 2654 21 2452 22 2698 57 32 80 21 24 151 5164 24 2032 20 29 25 24 25 internal_value=0 13.6175 40.9832 -0.00642116 1.41335 2.35584 5.0509 9.66013 1.63077 4.68566 9.16588 -0.0227354 0.423436 2.94466 5.59653 0.323242 0.765905 4.43292 0.625937 4.93415 -0.0356932 1.40687 2.56954 0.69621 9.17933 1.29818 0.405517 0.513049 3.04842 2.80279 1.91565 2.51493 4.82372 1.12029 0.120309 0.412755 1.71061 2.24937 -0.044669 0.414389 1.68594 0.892101 -0.0449728 0.223369 0.168307 3.14857 -0.0521621 -0.36828 0.057194 0.256843 0.0524227 0.869484 1.71286 0.375499 1.88238 0.0145108 -1.75358 0.0415765 -2.68695 0.205113 0.645934 0.219244 -0.840957 internal_weight=0 191 47 362844 4122 1859 401 107 1458 144 62 358722 10124 294 77 9487 2444 209 2263 42 348598 1416 280 2402 42 82 1876 1787 68 58 637 405 107 1136 18966 1719 387 273 329632 3338 298 943 329599 2395 7043 41 306942 85 15628 2755 22657 232 101 2678 235 12873 89 4365 44 114 85 131 45 internal_count=363035 191 47 362844 4122 1859 401 107 1458 144 62 358722 10124 294 77 9487 2444 209 2263 42 348598 1416 280 2402 42 82 1876 1787 68 58 637 405 107 1136 18966 1719 387 273 329632 3338 298 943 329599 2395 7043 41 306942 85 15628 2755 22657 232 101 2678 235 12873 89 4365 44 114 85 131 45 cat_boundaries=0 6 7 13 19 20 21 27 34 41 cat_threshold=143705600 134217728 16 1073807360 2113536 1026 26 2216986656 328260 67109120 262145 4210688 1056 1081344 134479936 4416 32768 4195456 1568 2433 22 3758096512 360452 129 3329229344 21105152 1879593992 673531396 1074791456 469762580 1073881601 1075843136 2147483713 2 135267840 201360424 528384 1679820800 270540800 2147483649 2 is_linear=0 shrinkage=0.01 Tree=111 num_leaves=62 num_cat=12 split_feature=1 3 12 0 25 0 24 26 1 6 4 0 3 1 1 3 7 1 11 25 1 0 24 5 19 19 0 3 4 22 14 25 4 11 12 3 3 25 18 25 10 10 24 4 25 24 0 26 18 11 7 6 25 10 5 7 25 0 26 13 26 split_gain=3.4728e+08 4.57563e+08 8.74121e+07 8.23714e+07 2.96929e+07 3.46145e+07 3.51825e+07 5.0386e+07 2.67907e+07 2.43843e+07 2.14195e+07 4.29568e+07 1.93977e+07 1.54595e+07 1.27434e+07 1.17306e+07 8.95061e+06 6.89751e+06 6.30001e+06 5.63391e+06 1.08082e+07 5.45637e+06 5.09679e+06 5.35622e+06 5.02981e+06 4.87701e+06 4.42339e+06 4.30868e+06 6.51516e+06 4.3005e+06 1.24112e+07 4.00714e+06 3.97039e+06 5.82414e+06 3.92101e+06 3.69434e+06 4.41926e+06 3.69392e+06 3.59748e+06 2.82904e+06 3.44072e+06 2.82051e+06 2.69925e+06 2.2123e+06 1.85388e+06 1.68376e+06 1.68145e+06 1.64866e+06 1.4326e+06 1.42109e+06 1.40981e+06 1.33954e+06 1.25185e+06 1.19001e+06 1.06349e+06 924136 716797 710533 651823 274098 6684.55 threshold=2779.5510000000008 2692.2960000000003 85.539750000000012 360.43000000000001 0 1266.1895000000002 1 2022.5000000000002 367.53225000000003 1913.0125000000005 1.7323 635.67100000000016 92.246000000000009 786.48464000000001 135.63000000000002 135.22732050000005 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87 1068 1611 1106 2090 44000 9006 809 43952 60 42 320 298345 283 8968 748 4012 6719 158 505 41 291626 726 681 3331 119 95 cat_boundaries=0 6 7 8 9 16 22 29 30 36 42 cat_threshold=9469952 262144 1048576 0 0 1024 22 12 2904 3179524 262224 528705 67174400 1024 1024 1 3759177728 360452 69696 1181090336 4229633 268440680 134283268 1207993344 135795200 1141899264 0 1 2 3 203753120 1207961152 235410192 67108867 2117953 2147483648 3230138368 1224803076 3584 39987234 268462080 11 is_linear=0 shrinkage=0.01 Tree=115 num_leaves=47 num_cat=9 split_feature=2 4 7 1 2 1 25 1 7 7 3 3 4 3 24 6 10 1 8 1 25 1 24 10 24 11 25 15 8 19 2 25 24 10 2 1 13 8 6 7 11 24 1 6 1 16 split_gain=2.16343e+08 2.4173e+08 1.51228e+08 6.90016e+07 3.20944e+07 1.98426e+07 1.75387e+07 1.37395e+07 2.42307e+07 1.36045e+07 1.24517e+07 1.1562e+07 7.96045e+06 7.2299e+06 6.5857e+06 7.63744e+06 5.98344e+06 5.96067e+06 8.28512e+06 5.72709e+06 7.80608e+06 6.48687e+07 5.19505e+06 4.7851e+06 3.53542e+06 3.49466e+06 3.38912e+06 3.30681e+06 3.20401e+06 2.90268e+06 2.80621e+06 2.80294e+06 2.51852e+06 2.29546e+06 2.02082e+06 2.40614e+06 1.89583e+06 1.73352e+06 1.62104e+06 1.58883e+06 1.51514e+06 1.23612e+06 774785 701030 512864 395378 threshold=2593.0505000000003 2632.2792750000003 2690.3565000000003 270.00500000000005 1092.7150000000004 2779.5510000000008 0 2779.5510000000008 16.208500000000004 106.43600000000002 2692.2960000000003 2692.2960000000003 480.16275000000002 248.70244000000002 1 1520.8892800000003 2855.9890500000006 860.12500000000011 253.13250000000002 23.466750000000005 2 27.601250000000004 3 1528.9670000000003 4 38.602250000000005 5 770.26725000000022 211.15500000000003 715.25850000000014 365.68050000000005 6 7 800.19400000000007 61.463500000000003 1461.4925000000003 1099.5287500000002 25.728847500000004 124.36150000000001 1113.0755000000001 221.19125000000003 8 117.95700000000001 335.64456000000007 1891.4572200000002 283.34200000000004 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 1 2 1 2 9 2 2 2 2 9 1 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=3 5 -3 9 6 17 7 12 -9 16 14 13 22 28 25 27 19 37 -19 26 21 -21 -5 -14 29 43 32 -16 38 -15 -22 34 -1 -26 41 -36 -30 42 -11 -27 -28 -8 -2 -6 45 -33 right_child=1 2 -4 4 10 -7 31 8 -10 11 -12 -13 23 24 15 -17 -18 18 -20 20 30 -23 -24 -25 33 39 40 -29 36 -31 -32 44 -34 -35 35 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.34783651143418759 1.9034718746609158 13.11797750299627 50.635089594523116 2.0393886361129869 2.2435191084209243 13.657176629929316 0.75371982852874275 12.184435098171235 -0.22057731505363218 0.092248541667339798 9.5924131753785282 7.637985122420571 2.1983839017258595 1.6155732804477805 3.2101544241875595 9.1293591013262354 4.361952349447435 10.749484205700103 2.0618363375767421 19.094688998222349 0.08471735973480525 0.60608256797424231 0.79133417065902223 6.1855189764499663 0.27878171116500705 0.82869583259929314 -0.050384212594840723 6.8263148091634118 0.73218974307782392 5.4099215798150935 0.85022237115260779 -0.17894674301997338 0.037032499279788758 3.3487863702040457 0.83767555910317582 3.7431599858601889 3.3315212683842099 -0.10921216791326349 0.53096243960186118 -2.3699128468831381 0.31404976056080197 -0.019474126393892174 4.3582844486236567 4.5565189876556396 -1.4543967646937217 1.2447808170318604 leaf_weight=3214 36 22 21 433 38 21 300 32 31 4620 35 22 507 505 161 31 31 21 23 20 19395 371 1614 32 385 44 311848 30 865 21 491 789 13670 26 571 30 29 33 1030 24 1145 628 20 20 31 20 leaf_count=3214 36 22 21 433 38 21 300 32 31 4620 35 22 507 505 161 31 31 21 23 20 19395 371 1614 32 385 44 311848 30 865 21 491 789 13670 26 571 30 29 33 1030 24 1145 628 20 20 31 20 internal_value=0 10.4771 31.4403 -0.00522235 1.11664 4.62369 0.90367 1.46076 6.08038 -0.0221621 3.90689 0.399166 1.35386 0.377879 3.33507 4.33032 -0.0311894 3.19735 6.20821 -0.0315784 0.131543 1.51309 1.06916 2.4351 1.19944 1.14683 -0.0416052 3.77814 0.260244 1.73409 0.103566 0.273416 0.0963673 0.461756 0.527509 0.982708 0.816508 1.70884 0.172226 -0.300225 -0.0490495 0.238393 2.78019 3.04111 -0.189858 -0.14375 internal_weight=0 197 43 363089 5401 154 5018 2649 63 357688 383 7503 2586 7481 348 222 350185 133 44 350154 20277 391 2047 539 937 126 329877 191 6544 526 19886 2369 16884 411 1529 601 894 89 5650 68 312993 928 56 58 840 809 internal_count=363286 197 43 363089 5401 154 5018 2649 63 357688 383 7503 2586 7481 348 222 350185 133 44 350154 20277 391 2047 539 937 126 329877 191 6544 526 19886 2369 16884 411 1529 601 894 89 5650 68 312993 928 56 58 840 809 cat_boundaries=0 6 7 12 13 14 20 26 27 28 cat_threshold=11585152 142607424 67113296 512 2113536 1026 1166 9437184 0 0 0 128 20 2830 1048576 98308 65537 1178599456 272764416 813700138 201654308 1074037252 135791104 1079246849 4198400 2147483649 3 1044 is_linear=0 shrinkage=0.01 Tree=116 num_leaves=51 num_cat=11 split_feature=2 1 0 7 18 25 0 2 2 2 1 20 25 1 26 7 24 0 5 17 11 25 10 8 25 1 7 24 2 25 5 7 11 5 8 7 1 1 0 24 25 13 25 14 1 0 5 25 12 11 split_gain=2.12038e+08 1.93464e+08 7.61987e+07 5.16852e+07 4.09338e+07 3.21428e+07 5.01541e+07 8.8261e+07 2.81633e+07 1.41293e+07 1.06625e+07 1.01041e+07 9.38912e+06 9.3659e+06 8.01629e+06 7.65302e+06 7.62164e+06 7.509e+06 6.24468e+06 5.69945e+06 4.34258e+06 1.02155e+07 4.49077e+07 4.19513e+06 3.87318e+06 1.63534e+07 3.59126e+06 3.35192e+06 2.95557e+06 2.81758e+06 4.16662e+06 4.3136e+06 2.77686e+06 2.73751e+06 2.46525e+06 2.46464e+06 2.3759e+06 2.10488e+06 1.97878e+06 1.65467e+06 1.47246e+06 1.39238e+06 1.32315e+06 1.99853e+06 1.31491e+06 1.25855e+06 1.05927e+06 1.03388e+06 459313 162642 threshold=2593.0505000000003 2779.5510000000008 286.09000000000009 1888.9124200000003 36.140175000000006 0 2773.7250000000004 73.663000000000025 1444.3300000000002 72.034000000000006 2779.5510000000008 950.98350000000005 1 212.13000000000002 2022.5000000000002 759.38475000000005 2 803.13700000000006 511.91625000000005 1268.0600000000002 76.483500000000006 3 32.897500000000008 818.62500000000011 4 1256.4300000000001 654.14525000000003 5 1092.7150000000004 6 1287.5327000000002 27.905000000000005 20.645000000000003 274.07025000000004 145.83500000000001 1282.0428000000002 1097.7209 1891.4572200000002 13.740500000000003 7 8 185.31647500000003 9 369.2625000000001 117.95700000000001 2773.7250000000004 7.7340000000000009 10 1521.0400000000002 442.10084200000006 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 9 2 2 9 2 2 1 2 9 2 2 2 2 2 2 2 2 2 1 9 2 9 2 2 2 2 9 2 2 left_child=2 4 9 -3 14 6 8 -8 10 20 16 12 18 19 17 46 -4 44 27 26 29 22 49 -20 25 32 34 -7 -9 30 37 -32 -15 -16 -11 39 45 -1 47 -26 -40 -28 43 -23 -2 -14 -10 -31 -44 -22 right_child=1 3 5 -5 -6 11 7 28 15 13 -12 -13 36 24 33 -17 -18 -19 23 -21 21 42 -24 -25 35 -27 41 -29 -30 38 31 -33 -34 -35 -36 -37 -38 -39 40 -41 -42 -43 48 -45 -46 -47 -48 -49 -50 -51 leaf_value=0.052289714500341672 4.0130466728210452 19.030145366375265 2.7674213893877133 40.41274424362183 16.591413084697724 1.428772158776342 28.453767356872561 1.1675565932347225 6.8418521644955597 0.11314947293190494 8.284291318257651 7.2877093443663226 0.10691863249089639 0.65336210765178848 -2.0163990540937946 11.15615586090088 1.0641118056352361 9.025184060555917 1.60994967208545 5.0637121089299519 0.098945605917410417 0.28817831938629995 16.974336365938186 4.077339515788581 1.0588750784240921 10.236685961018438 2.1664112075138093 0.52246232361194833 6.1477180480957037 -0.011588338136263811 0.97802804235428098 6.2113748150780088 2.998350985114639 2.3223065889798677 0.63642718121549957 3.8282349733205945 -2.7348083200762345 2.7479672925225618 0.13689845439799597 0.3773353285295889 -0.026075795403545109 -0.065546546512179907 0.053564182436239539 1.5965911560741868 0.38688347625732422 -1.997984531007964 3.9330481226694203 -0.062762660683545163 -1.2563359613771792 1.1283320655822755 leaf_weight=24813 20 26 377 20 25 607 20 26 21 9553 24 23 1386 159 33 35 993 27 266 24 66 2294 20 93 736 23 125 1346 22 47092 63 21 74 26 994 26 31 29 9541 758 13211 36 3129 123 20 29 31 244802 27 20 leaf_count=24813 20 26 377 20 25 607 20 26 21 9553 24 23 1386 159 33 35 993 27 266 24 66 2294 20 93 736 23 125 1346 22 47092 63 21 74 26 994 26 31 29 9541 758 13211 36 3129 123 20 29 31 244802 27 20 internal_value=0 10.3723 -0.00516904 28.3269 4.90267 1.18169 2.39119 10.8041 2.02106 -0.0228512 1.67656 0.678063 0.639414 0.307319 2.58347 7.54102 1.5608 4.95043 1.03249 0.196002 -0.0348129 0.239431 3.17745 2.24913 0.979986 2.1098 0.185092 0.814138 3.45013 -0.0393993 0.0629295 2.28636 1.39812 -0.104427 0.162466 0.770751 0.00375592 0.0554366 -0.0475062 0.7227 0.0423158 1.66734 0.177529 0.353301 2.19997 0.0637793 5.10776 -0.0545091 0.042224 0.338338 internal_weight=0 197 363089 46 151 5330 1549 68 1481 357759 1394 3781 3758 12508 126 87 1370 67 2312 10732 345251 5679 106 359 1776 256 10708 1953 48 339572 24926 84 233 59 10547 1520 1446 24842 314646 1494 22752 161 5573 2417 40 1415 52 291894 3156 86 internal_count=363286 197 363089 46 151 5330 1549 68 1481 357759 1394 3781 3758 12508 126 87 1370 67 2312 10732 345251 5679 106 359 1776 256 10708 1953 48 339572 24926 84 233 59 10547 1520 1446 24842 314646 1494 22752 161 5573 2417 40 1415 52 291894 3156 86 cat_boundaries=0 6 12 13 17 23 24 30 31 37 43 50 cat_threshold=9469952 0 67108880 0 2113536 1026 203769376 142607364 135270656 1077936129 4198400 2147483713 28 8388608 0 0 4456448 68157440 1208221760 16 0 0 2147483648 38 1048576 360516 65 1179779872 4328080 814240778 346 142722564 1207963168 68162320 32768 1075840000 96 134596256 1275331136 1578304 67108865 4211968 1153 536903812 1073741872 2424315012 2149868544 285221888 1057313 3 is_linear=0 shrinkage=0.01 Tree=117 num_leaves=54 num_cat=7 split_feature=2 4 7 0 1 0 6 0 4 1 2 2 1 25 13 11 24 0 17 0 9 25 15 7 8 0 0 25 1 0 7 0 9 11 7 8 7 25 1 0 9 4 25 6 6 1 8 24 1 4 6 8 6 split_gain=2.07818e+08 2.3428e+08 1.46681e+08 7.46959e+07 3.16623e+07 3.04103e+07 4.33469e+07 2.0907e+07 6.07792e+07 1.82728e+07 1.72148e+07 1.38491e+07 9.18143e+06 8.7272e+06 8.53859e+06 7.78025e+06 6.30735e+06 4.0333e+07 5.58603e+06 5.23094e+06 4.47642e+06 1.4724e+07 5.44882e+07 4.36041e+06 4.3498e+06 3.91747e+06 3.87231e+06 3.7955e+06 1.60279e+07 3.58008e+06 3.51979e+06 3.22527e+06 3.20625e+06 2.7216e+06 2.46486e+06 2.4162e+06 2.41544e+06 2.36363e+06 4.02022e+06 2.30528e+06 2.28573e+06 2.12402e+06 2.02323e+06 2.02026e+06 2.00248e+06 1.64407e+06 1.69523e+06 1.62219e+06 1.30124e+06 1.48255e+06 1.11689e+06 554610 448188 threshold=2593.0505000000003 2632.2792750000003 2690.3565000000003 286.09000000000009 270.00500000000005 885.78750000000014 117.13140000000003 2773.7250000000004 284.42020000000008 1891.4572200000002 1254.2925000000002 72.034000000000006 212.13000000000002 0 1280.8870000000004 1602.5343235000003 1 1836.963 1268.0600000000002 988.99750000000006 383.33200000000005 2 11.588425000000003 244.53950000000003 903.726 1114.9175000000002 2773.7250000000004 3 1256.4300000000001 1836.963 654.14525000000003 20.818889000000002 592.5680000000001 20.645000000000003 458.04858100000007 145.83500000000001 1282.0428000000002 4 1891.4572200000002 49.857500000000009 351.16025000000008 970.01225000000011 5 987.12000000000012 378.02750000000009 92.667500000000004 514.22900000000016 6 11.949000000000002 138.14650000000003 35.144700000000007 156.92802250000003 1295.575 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 9 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 1 2 2 2 2 2 left_child=3 5 -3 11 14 43 -7 10 -9 -10 13 20 18 15 16 -6 17 40 30 24 31 22 51 26 -12 -21 -18 28 33 -25 35 37 -16 -14 42 -13 47 38 -1 -36 -5 -32 -33 48 -15 52 -47 -29 -2 -50 -39 -22 -23 right_child=1 2 -4 4 7 6 -8 8 9 -11 19 12 27 44 32 -17 23 -19 -20 25 21 45 -24 29 -26 -27 -28 36 -30 -31 41 34 -34 -35 39 -37 -38 50 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 49 -51 -52 -53 -54 leaf_value=0.056279456201620164 3.2932402748897158 12.861507672396574 49.810275791713167 0.75689581965295649 2.0742225532809551 20.091402502441408 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20 65 852 26 431 20 83 52 736 23 25 139 6526 20 74 27 994 26 295454 29 111 27 22 13981 21 112 127 33 758 22 20 8260 20 22 leaf_count=19718 29 22 21 313 929 25 37 24 29 23 67 9553 159 399 20 37 2676 23 24 20 65 852 26 431 20 83 52 736 23 25 139 6526 20 74 27 994 26 295454 29 111 27 22 13981 21 112 127 33 758 22 20 8260 20 22 internal_value=0 10.2686 30.9063 -0.00511535 1.16998 4.5061 9.91922 2.27565 7.40495 1.32955 2.0418 -0.0226223 0.304258 1.67732 0.632714 2.23024 0.580902 1.81468 0.194042 4.87512 -0.0344647 0.58976 3.88952 0.433182 3.06973 6.40007 0.283243 0.970267 2.0887 1.33968 0.183241 -0.0365418 5.22711 1.38414 0.0846409 0.160841 0.763137 -0.0442763 0.0617201 1.41663 0.99771 1.65067 0.0756774 0.858123 0.577148 0.196018 1.12987 0.715569 1.66404 0.539115 -0.0511684 0.364975 0.0273039 internal_weight=0 197 43 363089 5330 154 62 1743 76 52 1667 357759 12508 1477 3587 966 3547 363 10732 190 345251 1145 111 3184 87 103 2728 1776 256 456 10708 344106 40 233 20645 10547 1520 323461 19747 138 340 161 20507 92 511 1034 160 1494 71 42 303714 85 874 internal_count=363286 197 43 363089 5330 154 62 1743 76 52 1667 357759 12508 1477 3587 966 3547 363 10732 190 345251 1145 111 3184 87 103 2728 1776 256 456 10708 344106 40 233 20645 10547 1520 323461 19747 138 340 161 20507 92 511 1034 160 1494 71 42 303714 85 874 cat_boundaries=0 6 7 13 19 25 31 32 cat_threshold=1099264 1024 67113216 0 2097152 2147483650 2 8388608 262148 4096 0 0 1 68157440 1208221760 16 0 0 2147483648 1048704 98308 65 1179648800 21105168 815297546 135316992 1310756 67113296 163840 1075839104 96 346 is_linear=0 shrinkage=0.01 Tree=118 num_leaves=52 num_cat=5 split_feature=0 1 8 1 5 9 0 0 6 0 0 24 8 7 7 1 1 6 26 24 1 0 20 7 17 5 24 9 0 7 24 7 11 9 11 24 4 11 1 6 6 1 18 0 10 0 9 1 6 6 10 split_gain=1.97297e+08 2.04057e+08 1.87754e+08 7.02403e+07 5.27837e+07 5.48039e+07 2.68406e+07 2.01002e+07 1.01113e+07 8.76663e+06 8.39877e+06 9.09846e+06 8.23002e+06 6.61891e+06 6.52514e+06 5.20597e+06 1.9841e+07 6.07958e+06 5.92756e+06 4.89382e+06 4.64893e+06 4.98869e+06 7.57857e+06 4.24586e+06 3.92871e+06 3.91156e+06 3.87666e+06 3.31994e+06 3.2282e+06 2.86177e+06 2.73535e+06 3.15422e+06 2.65125e+06 1.23836e+07 3.45976e+07 2.65024e+06 2.53461e+06 2.5346e+06 2.36229e+06 2.30156e+06 1.94136e+06 1.84585e+06 1.80082e+06 1.63418e+06 1.39956e+06 1.35967e+06 1.26419e+06 1.06298e+06 852515 597623 59223 threshold=2773.7250000000004 2779.5510000000008 274.88700000000011 402.26250000000005 2763.7525000000005 1532.4010000000001 175.70850000000002 114.43050000000001 1913.0125000000005 746.42750000000012 885.78750000000014 0 652.05450000000008 903.12057500000003 78.856500000000025 48.966000000000001 554.77325000000008 1118.3050000000001 2022.5000000000002 1 72.814000000000021 885.78750000000014 16.252921000000004 1282.0428000000002 1268.0600000000002 204.40050000000005 2 679.93910000000005 1501.0951200000002 216.62220000000005 3 608.55210000000022 77.576670000000007 383.33200000000005 141.27225000000001 4 1876.5445000000002 40.057200000000002 171.78100000000003 797.20500000000004 178.23900000000003 2779.5510000000008 59.199000000000005 474.32500000000005 1797.2975000000001 9.8167500000000008 887.33690000000013 262.36100000000005 23.455000000000002 119.50750000000002 2855.9890500000006 decision_type=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 1 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 15 -3 7 6 13 36 14 10 -10 19 -12 20 -6 32 18 -17 49 -2 -8 26 35 -23 -11 27 40 28 38 -9 -28 31 -27 44 48 -35 -22 37 41 -14 -39 47 -5 -42 -29 45 -1 -32 -16 -34 -18 -46 right_child=1 2 -4 4 5 -7 8 12 9 23 11 -13 24 -15 25 16 17 -19 -20 -21 21 22 -24 -25 -26 30 29 43 -30 -31 46 -33 33 34 -36 -37 -38 39 -40 -41 42 -43 -44 -45 50 -47 -48 -49 -50 -51 -52 leaf_value=-0.047167136281276022 4.6979483179364889 50.338512571425667 10.783317056383405 0.15940315836913516 0.27298439606376318 23.639959883916944 0.67794739732518794 0.80311926123583233 10.802101033528645 6.3161117347081506 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leaf_count=312433 35 21 28 1481 23 21 438 715 24 24 239 197 162 20 6056 20 21 20 28 630 1304 162 27 23 23 459 5778 33 22 419 318 98 3494 21 127 1427 22 310 83 41 612 33 119 31 25 24277 24 130 1167 20 21 internal_value=0 10.1085 27.7355 -0.00492118 1.39962 10.3984 1.23326 -0.0186944 2.19704 5.88476 2.02295 3.19252 0.419189 3.93154 -0.0314606 4.11037 5.78723 2.9533 1.9544 1.54549 0.367014 0.701725 2.27293 3.37378 1.96778 0.254226 0.226062 1.67099 0.906907 0.143396 0.874754 1.29719 -0.037998 0.195143 3.04291 0.59299 0.428833 0.389028 1.14121 1.15467 0.173576 0.211524 0.660926 3.69904 -0.0413273 -0.0415656 0.144603 0.115986 0.104718 0.748368 1.70284 internal_weight=0 193 49 363093 3526 64 3462 359567 1575 71 1504 436 10186 43 349381 144 81 61 63 1068 9854 2920 189 47 332 7816 6934 309 737 6197 899 557 341565 4809 148 2731 1887 1865 245 351 6917 1514 731 64 336756 336710 342 6186 4661 41 46 internal_count=363286 193 49 363093 3526 64 3462 359567 1575 71 1504 436 10186 43 349381 144 81 61 63 1068 9854 2920 189 47 332 7816 6934 309 737 6197 899 557 341565 4809 148 2731 1887 1865 245 351 6917 1514 731 64 336756 336710 342 6186 4661 41 46 cat_boundaries=0 1 2 3 4 5 cat_threshold=126 3234 2 3858 1140 is_linear=0 shrinkage=0.01 Tree=119 num_leaves=52 num_cat=11 split_feature=0 1 9 1 5 9 0 0 25 11 24 25 13 24 11 25 9 1 1 6 25 10 25 1 5 10 4 0 4 11 4 25 5 1 25 4 11 19 6 0 24 0 20 25 5 0 12 19 6 13 0 split_gain=1.9337e+08 1.99996e+08 1.41711e+08 6.88664e+07 5.17305e+07 5.37133e+07 2.63229e+07 1.97013e+07 1.40688e+07 8.53491e+06 8.04811e+06 7.1324e+06 9.47662e+06 5.80568e+06 5.66196e+06 8.61699e+06 5.15411e+07 5.10237e+06 1.94461e+07 5.95859e+06 4.63091e+06 4.20795e+06 3.88988e+06 7.5971e+06 3.47618e+06 4.64749e+06 4.68889e+06 3.36101e+06 6.01299e+06 3.13514e+06 3.08197e+06 2.78457e+06 2.79205e+06 2.43261e+06 2.36556e+06 2.18738e+06 2.04756e+06 1.97938e+06 1.88447e+06 1.76214e+06 1.6837e+06 1.65105e+06 1.50827e+06 1.4156e+06 1.0513e+06 942608 888368 662841 585731 120638 21414.6 threshold=2773.7250000000004 2779.5510000000008 85.335000000000022 402.26250000000005 2763.7525000000005 1532.4010000000001 175.70850000000002 114.43050000000001 0 1962.6297000000002 1 2 1280.8870000000004 3 76.483500000000006 4 106.53440000000001 48.966000000000001 554.77325000000008 1118.3050000000001 5 800.19400000000007 6 1256.4300000000001 435.02500000000003 306.86880000000008 141.82650000000004 1501.0951200000002 56.88600000000001 137.82020000000003 145.4075 7 611.84520000000009 30.606900000000007 8 42.984437500000006 494.81977000000006 183.65500000000003 685.98275000000012 988.99750000000006 9 48.900075000000001 41.835750000000004 10 834.63750000000016 87.006000000000014 119.62250000000002 236.93870000000004 119.50750000000002 47.39500000000001 1836.963 decision_type=2 2 2 2 2 2 2 2 9 2 1 9 2 1 2 9 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 left_child=3 17 -3 7 6 29 22 14 9 10 -8 12 13 21 24 16 49 -2 -19 48 38 -9 23 36 34 42 -27 31 50 -6 -25 32 -13 -15 40 -36 -5 43 -10 -22 -1 -39 -26 -17 45 -24 -46 -33 -20 -16 -29 right_child=1 2 -4 4 5 -7 8 11 20 -11 -12 27 -14 33 15 37 -18 18 19 -21 39 -23 44 30 25 26 -28 28 -30 -31 -32 47 -34 -35 35 -37 -38 41 -40 -41 -42 -43 -44 -45 46 -47 -48 -49 -50 -51 -52 leaf_value=0.37977189557293217 1.9348558263930065 47.095064108598798 12.730531316484724 0.43870044855059531 6.4101679329250167 23.403559642973402 1.3041744119088565 1.600552271966891 1.3324701711350837 8.6533184616088867 3.3556316883834025 0.34850531001531215 7.0775644844055172 0.10603499298540565 0.11354733634902084 0.32776155457374001 17.694258584499359 14.286403680324554 -0.42555523826962427 7.3986714477539071 0.20160724686251746 5.9717956012228264 0.12418979079548663 2.9544261636052811 0.33269647821136139 1.1197630757996531 7.2559868087768553 0.60402304649353034 5.8952975845336919 0.99659580278396609 7.5275393157005306 -0.016183589326877527 1.5797466087840615 0.94017440760787707 -0.049218405611831599 0.095214117423742514 3.4701822113990786 0.62308791090602333 3.3671513289736028 -2.0151044525725896 0.043558661870083636 2.4483087939360453 3.1085403900146487 0.016966825348419558 -2.0376525959215668 0.84033692623063716 0.56612411689758302 1.5303233582632882 1.9656468124389648 0.97047111272811892 0.90273246192932133 leaf_weight=1637 63 21 28 311 23 21 326 518 226 25 682 5156 25 686 92 2845 20 20 21 20 216 23 1201 56 920 33 20 60 29 20 20 2717 191 713 313916 10848 24 247 57 43 15675 62 20 3026 38 217 20 28 20 20 40 leaf_count=1637 63 21 28 311 23 21 326 518 226 25 682 5156 25 686 92 2845 20 20 21 20 216 23 1201 56 920 33 20 60 29 20 20 2717 191 713 313916 10848 24 247 57 43 15675 62 20 3026 38 217 20 28 20 20 40 internal_value=0 10.0074 27.4582 -0.00486927 1.38586 10.2944 1.22118 -0.0185071 2.17562 2.85391 2.73839 0.415009 0.95517 0.881197 -0.031146 0.265638 2.7024 4.06926 5.72936 2.92377 0.815151 1.75397 0.424545 1.27249 -0.0366064 0.554203 3.43532 0.28439 1.88616 3.89223 4.15788 0.259207 0.391754 0.527384 -0.0383215 -0.0443926 0.655881 0.20888 1.68282 -0.160232 0.0755514 0.989313 0.391757 0.168161 0.178598 0.233784 -1.1398 -0.000407172 0.740885 0.266569 0.723507 internal_weight=0 193 49 363093 3526 64 3462 359567 1575 1033 1008 10186 1965 1940 349381 6312 132 144 81 61 542 541 1887 411 343069 993 53 8221 129 43 76 8092 5347 1399 342076 324764 335 6180 283 259 17312 309 940 5871 1476 1418 58 2745 41 112 100 internal_count=363286 193 49 363093 3526 64 3462 359567 1575 1033 1008 10186 1965 1940 349381 6312 132 144 81 61 542 541 1887 411 343069 993 53 8221 129 43 76 8092 5347 1399 342076 324764 335 6180 283 259 17312 309 940 5871 1476 1418 58 2745 41 112 100 cat_boundaries=0 6 7 13 14 18 24 30 36 42 43 49 cat_threshold=3179008 134217792 4368 0 2113536 1026 3202 68191232 134217728 67108880 4260352 4194880 1026 1030 8388608 0 0 1 134235136 1024 67108864 1073741824 0 2147483648 1050112 1207959552 134221888 4456449 0 2147483648 145033760 8652356 135795456 1107296257 2102273 2147483744 2148532224 98308 2147483649 1179648288 21106192 814240800 1 137659936 1141147200 1578768 67108864 272651264 1153 is_linear=0 shrinkage=0.01 Tree=120 num_leaves=56 num_cat=11 split_feature=0 1 9 1 3 24 9 0 25 0 2 26 2 6 1 7 24 25 7 2 26 2 0 3 9 24 0 6 2 1 9 1 9 0 1 0 17 8 2 25 6 18 9 22 22 25 10 24 24 8 9 25 11 25 1 split_gain=1.6624e+08 1.91913e+08 1.29321e+08 8.32313e+07 4.11902e+07 4.18638e+07 6.84911e+07 2.85589e+07 1.59951e+07 1.31538e+07 1.26201e+07 9.48078e+06 9.4832e+06 9.17561e+06 8.48656e+06 8.2679e+06 8.21946e+06 7.51528e+06 7.40243e+06 8.28793e+06 9.89142e+06 6.62286e+06 7.0197e+06 6.40536e+06 5.42326e+06 5.28482e+06 7.35745e+06 4.3047e+06 3.92363e+06 3.8418e+06 5.48222e+06 3.51284e+07 3.73027e+06 5.18029e+06 4.07861e+06 3.34052e+06 2.9506e+06 2.94848e+06 2.85816e+06 2.77098e+06 2.39084e+06 2.32055e+06 2.2483e+06 2.12649e+06 8.92125e+06 1.9617e+06 3.37911e+06 1.88123e+06 1.8662e+06 1.65959e+06 1.60443e+06 1.54019e+06 1.03709e+06 937218 467882 threshold=2773.7250000000004 2779.5510000000008 85.335000000000022 677.74500000000012 1278.9218000000003 0 787.73500000000001 227.58775000000003 1 988.99750000000006 720.28944000000013 2022.5000000000002 1092.7150000000004 1913.0125000000005 2779.5510000000008 87.861000000000018 2 3 759.38475000000005 73.663000000000025 2022.5000000000002 228.94595500000003 1114.9175000000002 1854.9329420000001 502.38034000000005 4 1114.9175000000002 797.20500000000004 266.08684 26.307400000000005 383.33200000000005 38.365500000000004 732.3900000000001 531.67662500000017 442.05400000000003 885.78750000000014 96.243500000000026 759.5725000000001 53.405000000000008 5 738.75250000000005 692.93500000000006 72.11875000000002 8.6540000000000017 27.690000000000001 6 1528.9670000000003 7 8 418.50114000000002 732.3900000000001 9 398.97365000000008 10 860.12500000000011 decision_type=2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 1 9 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 9 2 1 1 2 2 9 2 9 2 left_child=3 18 -3 7 8 6 9 15 11 -6 17 12 16 32 27 29 -5 25 19 20 -2 48 40 28 47 26 -9 -7 39 45 37 -32 34 -34 -12 -14 -30 -31 -27 -17 -23 -26 -24 51 -45 46 -1 -13 49 -10 -29 -19 -50 -47 -21 right_child=1 2 -4 4 5 14 -8 10 21 -11 13 24 35 -15 -16 23 -18 43 -20 54 -22 22 42 -25 41 38 -28 50 36 30 31 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 53 -48 -49 52 -51 -52 -53 -54 -55 -56 leaf_value=0.045382552250494673 7.9246108633099173 42.174118608093259 10.320178862351638 5.3742829715013505 1.9367111445835659 5.2536791880925504 24.727973208427429 1.2784327263800206 0.75745120683083178 10.237361160914103 1.0214593243786669 -0.21374094776038466 5.5572746906280521 8.66919267134233 -4.4677027525220598 0.47656090887036118 1.3894392024073108 0.44330958614612642 6.9773635981633122 -2.4375977361769903 -0.61823341742805815 0.7958264109004628 6.4192708315120806 4.749867292046547 2.8334899460867549 -0.22622726913870569 4.1309481239318853 -1.3938390868050712 0.66834650037692622 0.078252072524702912 14.323292679786682 0.34157430354821477 0.0073922996520996102 6.1453741377050219 3.9010418646990277 11.145355295927628 2.3192362279783594 2.5343628286828799 0.94164906018915095 0.066749829198141 2.9555423230973505 6.6031173639297478 2.8334756332285265 7.6832214777469634 0.12204534705256073 -0.0033560069645920867 3.1117266035079956 1.6434549096148947 -0.27771744102372065 3.8517326269149783 2.2916076165658454 0.018453723133207419 1.5335588056900924 -0.055763779390408573 -0.39369938214619959 leaf_weight=21065 33 25 26 110 35 36 28 944 130 42 254 106 20 22 21 2432 135 1731 39 21 23 275 36 32 89 351 100 21 602 19424 20 177 20 44 61 23 132 49 520 5122 63 20 34 20 71 39124 36 105 450 20 27 1687 34 267562 24 leaf_count=21065 33 25 26 110 35 36 28 944 130 42 254 106 20 22 21 2432 135 1731 39 21 23 275 36 32 89 351 100 21 602 19424 20 177 20 44 61 23 132 49 520 5122 63 20 34 20 71 39124 36 105 450 20 27 1687 34 267562 24 internal_value=0 9.32696 25.9349 -0.00483252 2.10512 6.27643 10.349 -0.0156856 1.57423 6.46434 0.678852 2.85165 4.21483 2.39073 1.11229 -0.0270571 3.45462 0.552293 3.27694 1.84806 4.41594 0.793873 1.7953 0.284471 1.71389 1.05464 1.53694 2.63971 0.26723 -0.0345167 0.101224 1.76104 2.02628 4.22725 1.57909 8.54625 0.965237 0.0844324 0.465666 0.199407 1.19838 3.52516 4.6776 0.274353 1.78384 -0.0426623 0.05059 0.778215 0.161942 1.0969 0.679225 0.234967 -0.147433 -0.0490784 -1.34752 internal_weight=0 191 51 363462 1860 210 105 361602 1650 77 5825 608 288 401 105 355777 245 5424 140 101 56 1042 408 8320 320 1915 1044 84 8288 347457 19670 197 379 64 315 43 734 19473 871 7554 338 109 70 3509 91 327787 21101 211 634 150 48 3418 484 306686 45 internal_count=363653 191 51 363462 1860 210 105 361602 1650 77 5825 608 288 401 105 355777 245 5424 140 101 56 1042 408 8320 320 1915 1044 84 8288 347457 19670 197 379 64 315 43 734 19473 871 7554 338 109 70 3509 91 327787 21101 211 634 150 48 3418 484 306686 45 cat_boundaries=0 1 7 8 14 15 20 26 27 28 34 41 cat_threshold=2416 135283200 134218816 320 1073807360 2113536 2147483648 396 76580352 8390144 67109136 4456448 4210752 34 3102 137462916 134479936 524549 67108864 4198464 3221225472 360452 2147483713 3322937376 289573904 816862216 207 1030 136380452 1207959556 169350144 1174405120 2102528 73 537935876 32 277946004 6569984 8864 533091 2 is_linear=0 shrinkage=0.01 Tree=121 num_leaves=49 num_cat=6 split_feature=0 1 9 1 5 10 0 0 2 6 24 2 15 6 4 3 1 4 6 13 0 5 5 4 24 26 9 24 12 0 3 8 10 2 1 24 18 14 1 2 24 6 24 2 11 8 26 26 split_gain=1.62932e+08 1.88094e+08 1.26748e+08 8.16092e+07 5.19866e+07 3.32094e+07 2.80246e+07 2.48734e+07 1.35647e+07 1.33129e+07 1.09938e+07 1.02955e+07 1.00024e+07 8.70947e+06 7.33765e+06 7.27575e+06 6.92622e+06 8.39451e+06 6.79552e+06 6.7595e+06 6.57554e+06 4.36998e+06 4.14562e+06 4.10296e+06 3.77189e+06 7.08875e+06 3.41566e+06 5.81312e+06 5.51705e+07 3.33091e+06 3.288e+06 3.19826e+06 2.9737e+06 2.4308e+06 2.33388e+06 2.32088e+06 2.21477e+06 2.12258e+06 2.10209e+06 2.38962e+06 2.06319e+06 1.93455e+06 1.79414e+06 1.63327e+06 1.4901e+06 1.28454e+06 997044 976411 threshold=2773.7250000000004 2779.5510000000008 85.335000000000022 677.74500000000012 2763.7525000000005 358.75150000000002 166.73750000000004 885.78750000000014 778.91025000000013 1913.0125000000005 0 2593.0505000000003 952.35500000000013 1913.0125000000005 104.57750000000001 248.70244000000002 355.00374000000005 417.12564900000007 738.75250000000005 1099.5287500000002 33.002500000000005 228.71120000000002 1530.4632000000001 251.29000000000005 1 2022.5000000000002 244.55450000000005 2 164.94000000000003 48.900075000000001 1854.9329420000001 652.05450000000008 983.00100000000009 221.80500000000004 469.42150000000009 3 241.32500000000002 141.08750000000003 16.727500000000003 2593.0505000000003 4 16.572500000000002 5 7.9537500000000003 265.63100000000003 7.6750000000000007 2022.5000000000002 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 1 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 left_child=3 16 -3 6 7 -6 14 9 23 20 11 12 -9 19 26 47 41 -18 -19 34 42 33 -17 24 25 -8 38 28 -28 -22 35 -26 40 45 -10 -23 -35 -34 39 -1 -25 46 -5 -40 -29 -16 -2 -12 right_child=1 2 -4 4 5 -7 8 10 13 -11 15 -13 -14 -15 21 22 17 18 -20 -21 29 30 -24 32 31 -27 27 44 -30 -31 -32 -33 37 36 -36 -37 -38 -39 43 -41 -42 -43 -44 -45 -46 -47 -48 -49 leaf_value=-0.044796901711548619 1.1215035349527995 41.752377038574224 10.216977254427396 0.82167492778387796 19.773581363971417 4.6618876809784862 1.5306226513406762 4.2179799488583054 1.2340498240160593 7.1036130469554175 -2.9699619906881582 12.587437335968019 11.106990111023189 8.5032534027099604 0.028931362405645655 4.3946165630144955 10.94386018371582 -1.0540208253406342 6.4154111954261523 6.9403721677339991 5.6750436685085299 1.2606967786258121 -0.090994407449449824 0.42481639344832672 0.219802267999474 -0.0069931543947902722 0.084983775095200886 0.10534657734844668 17.824908140182494 1.539700681025477 4.9053495807647707 1.8583011238887661 5.2825529628329813 0.61701503625250698 3.2932911777841873 0.27130289856643114 2.9455601024627684 1.4177522677977878 -0.010256783123444212 2.9302949594568322 1.310353113696203 3.6484347000122068 -0.23768146431376599 0.16335345319800371 1.0254379284921005 0.34512190152397926 -1.7609785556793214 -0.11498281707763672 leaf_weight=320720 30 25 26 293 26 33 710 173 272 37 23 20 24 22 4280 78 20 21 29 26 20 520 28 529 5064 519 142 1524 20 746 20 122 27 570 69 464 44 30 14661 27 589 20 334 8596 199 1836 20 25 leaf_count=320720 30 25 26 293 26 33 710 173 272 37 23 20 24 22 4280 78 20 21 29 26 20 520 28 529 5064 519 142 1524 20 746 20 122 27 570 69 464 44 30 14661 27 589 20 334 8596 199 1836 20 25 internal_value=0 9.23369 25.6755 -0.00478168 2.08451 11.3213 -0.0155285 1.78192 0.570543 1.18333 4.08915 5.49792 5.05725 2.39182 -0.0287524 1.64054 3.24417 5.46842 3.27825 2.02547 1.02608 0.275879 3.20974 0.477199 0.377694 0.874183 -0.0355639 0.388953 2.14282 1.64767 0.891309 0.257851 1.02046 0.184067 1.65073 0.809722 0.783881 3.24845 -0.0378901 -0.0445465 0.906867 1.01992 0.266675 0.0539111 0.210393 0.123851 -0.0314893 -1.48299 internal_weight=0 191 51 363462 1860 59 361602 1801 7979 1430 371 217 197 389 353623 154 140 70 50 367 1393 7734 106 7590 6415 1229 345889 1885 162 766 1004 5186 1175 6730 341 984 614 57 344004 320747 1118 70 627 23257 1723 6116 50 48 internal_count=363653 191 51 363462 1860 59 361602 1801 7979 1430 371 217 197 389 353623 154 140 70 50 367 1393 7734 106 7590 6415 1229 345889 1885 162 766 1004 5186 1175 6730 341 984 614 57 344004 320747 1118 70 627 23257 1723 6116 50 48 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=380 6 16 3856 2691 1306 is_linear=0 shrinkage=0.01 Tree=122 num_leaves=48 num_cat=9 split_feature=0 1 10 1 5 10 0 0 6 2 24 2 15 6 4 25 25 3 1 4 13 6 24 0 24 5 5 3 1 1 1 10 8 2 3 2 2 25 2 24 6 0 25 25 26 26 3 split_gain=1.59689e+08 1.84351e+08 1.1477e+08 7.99875e+07 5.09517e+07 3.25486e+07 2.74764e+07 2.43778e+07 1.30478e+07 1.21392e+07 1.0775e+07 1.00906e+07 9.80336e+06 8.82207e+06 8.74937e+06 7.55134e+06 7.37314e+06 7.13096e+06 6.78839e+06 8.22746e+06 6.78291e+06 6.66029e+06 5.81224e+06 8.06536e+06 5.41113e+06 4.73369e+06 4.06313e+06 4.05058e+06 3.53743e+06 3.21904e+06 5.15478e+06 4.36233e+07 4.3121e+06 2.92196e+06 3.20217e+06 2.82814e+06 2.6436e+06 2.24431e+06 2.23347e+06 1.9402e+06 1.89605e+06 1.78628e+06 1.76157e+06 1.35004e+06 977203 956980 405684 threshold=2773.7250000000004 2779.5510000000008 27.117425000000001 677.74500000000012 2763.7525000000005 358.75150000000002 227.58775000000003 885.78750000000014 1913.0125000000005 720.28944000000013 0 2593.0505000000003 952.35500000000013 1913.0125000000005 88.910000000000011 1 2 248.70244000000002 355.00374000000005 417.12564900000007 1099.5287500000002 738.75250000000005 3 1114.9175000000002 4 228.71120000000002 1530.4632000000001 1854.9329420000001 469.42150000000009 27.234500000000004 27.601250000000004 40.278000000000006 759.5725000000001 182.49450000000004 426.62850000000009 72.034000000000006 8.0905000000000022 5 2593.0505000000003 6 16.572500000000002 1501.0951200000002 7 8 2022.5000000000002 2022.5000000000002 1107.1660000000004 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 9 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 9 9 2 2 2 left_child=3 18 -3 6 7 -6 14 8 15 16 11 12 -9 20 29 24 22 45 40 -20 28 -21 23 -8 -5 33 -19 39 -11 38 31 -31 -32 43 -35 -17 -24 41 42 -27 44 -18 -1 -16 -2 -12 -39 right_child=1 2 -4 4 5 -7 9 10 -10 13 17 -13 -14 -15 25 35 37 26 19 21 -22 -23 36 -25 -26 27 -28 -29 -30 30 32 -33 -34 34 -36 -37 -38 46 -40 -41 -42 -43 -44 -45 -46 -47 -48 leaf_value=0.046134130195231722 1.1102886314392091 39.562143198649089 9.5074365599950159 4.1260765724014821 19.575845175523025 4.6152687789454605 1.4393914737855498 4.1758000905320829 7.0325769860035665 1.1443397419621928 -2.9402623732193653 12.461562845230103 10.995920229554176 8.5011403933438388 0.38851972355183378 0.03290160031427132 0.49367522772135963 4.3506703638419131 10.834420806884767 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1.76413 1.17153 0.665876 4.04826 5.44294 5.00668 2.34482 -0.0265262 1.01586 0.541751 1.62413 3.21173 5.41374 1.98746 3.24547 1.1735 1.76524 2.16618 0.274061 3.17764 0.85254 1.62439 -0.0347076 0.0933061 1.79657 0.0770255 0.187257 0.703514 0.530269 0.435865 0.324355 -0.0419679 0.771586 1.00972 0.53563 -0.0422092 0.118209 -0.0311743 -1.46816 0.0612941 internal_weight=0 191 51 363462 1860 59 361602 1801 1430 5825 371 217 197 401 355777 1393 5424 154 140 70 379 50 1371 753 397 9427 106 1230 353 346350 18589 176 18413 8197 967 996 618 4053 327761 1206 70 2242 327733 7230 50 48 1811 internal_count=363653 191 51 363462 1860 59 361602 1801 1430 5825 371 217 197 401 355777 1393 5424 154 140 70 379 50 1371 753 397 9427 106 1230 353 346350 18589 176 18413 8197 967 996 618 4053 327761 1206 70 2242 327733 7230 50 48 1811 cat_boundaries=0 1 7 13 14 15 21 22 28 33 cat_threshold=380 1066496 1088 320 65536 2097152 2147483649 76580352 8389120 67108880 4194304 64 34 3102 776 136380448 1207960576 35132672 1107558400 6311936 2147483721 3920 1074790400 98308 69 1181745184 289573904 816862216 672137220 1208287236 528704 67108864 256 is_linear=0 shrinkage=0.01 Tree=123 num_leaves=55 num_cat=4 split_feature=0 1 9 1 3 17 0 0 6 3 6 3 0 6 3 1 7 4 3 26 3 9 1 4 6 6 24 0 8 7 3 9 24 12 13 11 24 0 1 20 8 10 0 0 10 10 24 11 7 6 0 1 7 6 split_gain=1.56511e+08 1.80682e+08 1.224e+08 7.84182e+07 3.91838e+07 4.12265e+07 2.69609e+07 1.94096e+07 1.08717e+07 8.42396e+06 8.10671e+06 1.19148e+07 7.33545e+06 7.88923e+06 7.16663e+06 1.22969e+07 7.0586e+06 7.05093e+06 7.01792e+06 6.79594e+06 6.00675e+06 6.1095e+06 5.69529e+06 5.38958e+06 3.91154e+06 3.89506e+06 3.70927e+06 7.30686e+06 4.93614e+06 3.63924e+06 7.37816e+06 3.33295e+06 5.6943e+06 5.40209e+07 3.29409e+06 3.01545e+06 2.63155e+06 2.61353e+06 6.681e+06 2.40698e+06 2.38667e+06 2.0769e+06 2.0343e+06 1.89808e+06 1.62214e+06 1.57388e+06 1.52219e+06 1.45744e+06 1.32995e+06 1.29928e+06 1.25013e+06 1.08041e+06 1.01288e+06 663152 threshold=2773.7250000000004 2779.5510000000008 85.335000000000022 677.74500000000012 1471.8415000000002 86.454999999999998 166.73750000000004 885.78750000000014 1118.3050000000001 71.90000000000002 3.1710000000000007 283.08325000000008 988.99750000000006 1913.0125000000005 125.02591500000001 959.97700000000009 759.38475000000005 104.57750000000001 1.7373999999999998 2022.5000000000002 1107.1660000000004 426.97200000000004 1461.4925000000003 251.29000000000005 1913.0125000000005 642.48675000000014 0 1114.9175000000002 998.8850000000001 77.372 1854.9329420000001 244.55450000000005 1 164.94000000000003 258.66500000000002 364.35250000000002 2 1836.963 959.97700000000009 350.67500000000007 119.60205350000003 1274.5290000000002 12.435 150.05350000000004 1797.2975000000001 168.01500000000001 3 265.63100000000003 397.76814000000007 571.28500000000008 227.58775000000003 54.82800000000001 654.14525000000003 16.572500000000002 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 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=3 16 -3 6 7 12 17 9 23 36 37 49 50 22 15 -11 18 31 19 -2 21 52 -14 26 -16 -13 27 -8 -28 41 39 42 33 -33 46 -23 43 38 -9 -31 -36 51 44 -5 -1 -38 -25 -34 -44 -12 -6 -19 -10 -20 right_child=1 2 -4 4 5 -7 8 10 20 14 11 25 13 -15 24 -17 -18 29 53 -21 -22 35 -24 34 -26 -27 28 -29 -30 30 -32 32 47 -35 40 -37 45 -39 -40 -41 -42 -43 48 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 leaf_value=-0.04429269940957109 6.8522035718645373 40.963275421142583 9.9734950637817388 0.61639760413238309 -0.61287285614013676 16.934860224127771 0.6864476910367775 1.4738039814342154 0.11766154361403969 1.5473336737083667 -2.4561994701273302 1.9991817861066923 11.987290186260056 0.85744830322265631 1.4718895025703262 11.199195512208071 6.7930740043444509 0.064239158383699133 -2.151096465771015 -0.45510010528564449 7.0223879237328815 8.0168104057312011 5.4634941792488103 0.38590221737174929 5.8680366516113285 5.7114280349329896 0.23972184795780715 3.8476738555614767 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1.10629 3.9127 2.55511 4.23468 6.23585 1.9582 5.40808 3.17961 -0.0281886 1.78431 4.195 3.03184 2.16676 8.19163 0.504509 1.63106 4.33084 0.388013 0.877301 0.270308 0.270432 0.659364 -0.0348657 0.38448 2.12033 1.09726 5.02962 0.400992 5.90982 5.06598 0.592801 2.07863 0.149447 -0.0371635 1.10853 -0.0440398 -0.0806312 0.83543 0.20776 0.0488364 -1.21444 1.34839 0.138231 0.674416 -1.09803 internal_weight=0 191 51 363462 1860 159 361602 1701 7979 1402 299 178 127 75 635 55 140 353623 101 55 174 143 55 7805 580 121 6523 1246 5277 7734 1835 345889 1885 162 1282 49 767 121 91 1815 270 5899 344004 302 318535 465 1012 1723 25469 57 52 5878 94 46 internal_count=363653 191 51 363462 1860 159 361602 1701 7979 1402 299 178 127 75 635 55 140 353623 101 55 174 143 55 7805 580 121 6523 1246 5277 7734 1835 345889 1885 162 1282 49 767 121 91 1815 270 5899 344004 302 318535 465 1012 1723 25469 57 52 5878 94 46 cat_boundaries=0 1 2 3 4 cat_threshold=6 16 30 2705 is_linear=0 shrinkage=0.01 Tree=124 num_leaves=61 num_cat=14 split_feature=1 25 1 25 9 20 4 6 4 1 4 25 7 1 25 1 1 10 8 7 6 4 8 11 4 24 24 4 25 25 7 25 24 1 4 1 11 7 15 13 24 25 26 7 22 4 1 8 25 7 5 9 14 6 26 4 6 6 24 12 split_gain=1.40982e+08 2.31354e+08 5.07581e+08 3.58923e+07 4.11304e+07 2.36769e+07 2.33881e+07 1.90318e+07 3.7283e+07 1.80748e+07 1.73405e+07 1.09729e+07 1.05928e+07 9.71952e+06 8.57536e+06 5.96983e+07 1.20195e+07 7.934e+06 7.56878e+06 6.53705e+06 3.92781e+06 3.8879e+06 3.37926e+06 3.35656e+06 4.33955e+06 3.22031e+06 2.86584e+06 2.98237e+06 2.85509e+06 2.4524e+06 2.35268e+06 2.04304e+06 1.78433e+06 2.10412e+06 1.71575e+06 2.02008e+06 1.69781e+06 1.93959e+06 1.91945e+06 1.98765e+06 1.57575e+06 4.36234e+06 4.83005e+06 1.88203e+06 1.46729e+06 1.35693e+06 1.25679e+06 1.18102e+06 1.06245e+06 1.05752e+06 881184 844104 604984 1.07063e+06 572243 462626 349259 410940 281177 56071.7 threshold=733.23400000000015 0 2779.5510000000008 1 2724.2674800000009 950.98350000000005 243.69500000000002 2871.8940000000007 2632.2792750000003 2779.5510000000008 1115.3337000000004 2 6.0369065000000006 26.307400000000005 3 29.507000000000001 315.10000000000008 1797.2975000000001 652.05450000000008 188.74200000000005 456.19875000000008 1517.5820000000001 1926.0125000000005 170.98500000000004 784.4625000000002 4 5 678.56500000000017 6 7 1489.0961200000002 8 9 1891.4572200000002 480.16275000000002 423.81250000000006 259.05150000000009 2690.3565000000003 75.005500000000012 72.267499999999998 10 11 2022.5000000000002 543.29875000000015 18.583600000000001 274.17100000000005 522.78869700000007 1926.0125000000005 12 78.856500000000025 174.39750000000001 636.6312200000001 758.3180000000001 1118.3050000000001 2022.5000000000002 251.29000000000005 300.14450000000005 415.75000000000006 13 24.190470000000001 decision_type=2 9 2 9 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 1 1 2 9 9 2 9 1 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 left_child=6 2 12 4 5 7 13 8 -3 21 -11 17 -2 29 15 -15 59 19 20 23 28 32 50 46 -25 -22 27 -21 -16 40 -28 34 33 -5 56 54 37 48 44 -40 41 42 -1 -43 -38 -34 -8 51 -31 -37 -20 -42 53 55 -36 -33 58 -58 -13 -17 right_child=1 3 -4 9 -6 -7 11 -9 -10 10 -12 31 -14 14 18 16 -18 -19 22 26 25 -23 -24 24 -26 -27 30 -29 -30 36 -32 52 45 -35 35 49 38 -39 39 -41 47 43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 57 -59 -60 -61 leaf_value=2.026825270255407 8.3470756028890598 2.2875098601789747 54.611530369349886 0.70910602648285836 13.753566824231831 12.964109500538218 0.41035543399167085 -6.1390603347778328 12.67642539660136 -1.3070959277380081 -12.436380350022089 -0.038117444441149027 0.87002952575683601 18.624516901254655 0.28506485012265481 -0.120270010494456 7.8558723277137394 5.7814349611181965 0.83123281658365489 2.0955872987279829 2.4960736021719687 4.1146333557764692 5.5418952606121694 1.2912276278926482 5.4463303922017419 0.48202279347797922 1.2146510028361213 4.3873990862710137 0.041921490373478511 -0.0041637452984176031 4.0210903754830358 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257237 29 107 148 39 38 199 1514 30 58 319 20 internal_value=0 2.81785 16.6169 1.84388 3.0784 2.71251 -0.0136866 2.46602 2.70774 0.0881842 -5.01686 0.688351 4.80532 -0.0228924 0.175026 1.95731 0.633384 1.24966 0.154142 1.1678 0.136338 0.601718 2.00011 0.723649 1.96503 1.12995 1.92219 2.84003 0.118942 -0.0366406 1.37282 0.26845 0.425485 0.970338 0.612503 1.14686 -0.0443044 -0.0456457 0.365431 1.32412 0.0591461 0.226436 1.11884 0.119439 0.166805 -0.115287 0.503462 0.0210716 -0.0458716 2.98065 1.56643 0.0186109 0.047833 0.0779344 0.862215 0.0378411 0.307993 0.894411 0.217616 -0.0688026 internal_weight=0 1767 104 1663 972 937 361886 915 890 691 63 4684 76 357202 23201 257 237 1989 22944 1951 22724 628 220 1228 185 391 723 242 22333 334001 481 2695 598 290 1046 387 309259 308251 1008 173 24742 4578 480 4098 835 308 1043 20164 308226 52 196 20143 1649 1610 335 1572 659 88 571 216 internal_count=363653 1767 104 1663 972 937 361886 915 890 691 63 4684 76 357202 23201 257 237 1989 22944 1951 22724 628 220 1228 185 391 723 242 22333 334001 481 2695 598 290 1046 387 309259 308251 1008 173 24742 4578 480 4098 835 308 1043 20164 308226 52 196 20143 1649 1610 335 1572 659 88 571 216 cat_boundaries=0 1 7 13 14 15 16 22 28 34 35 36 41 47 48 cat_threshold=1048576 134266880 134217792 320 1073741824 2113536 2147484673 1099264 1082393088 201326864 262145 2117632 1034 8388608 3136 2324 1083008 134217732 67113744 68190208 2097280 32 2148532224 98372 5 1179648032 272666112 816862824 136642560 134317064 35131392 2214592512 4195328 64 1086 3 1048576 4 0 0 2048 1073790980 262176 2425364176 2149859328 16920752 532483 2444 is_linear=0 shrinkage=0.01 Tree=125 num_leaves=51 num_cat=8 split_feature=3 2 8 0 25 4 0 2 2 1 4 10 2 24 9 7 6 2 1 0 9 1 13 8 0 4 3 25 1 0 2 8 1 2 24 24 6 0 9 8 7 0 3 19 7 4 25 25 25 5 split_gain=2.38177e+08 2.84453e+08 8.39306e+07 8.22955e+07 5.15928e+07 6.73799e+07 8.60874e+07 2.35049e+07 2.20033e+07 1.34765e+07 1.28313e+07 1.14412e+07 2.15863e+07 1.08968e+07 1.06496e+07 2.54004e+07 8.29822e+06 7.6819e+06 7.12912e+06 7.06645e+06 6.9506e+06 3.78424e+07 6.72947e+06 6.41289e+06 6.08829e+06 6.63229e+06 5.29046e+06 4.98821e+06 4.76017e+06 4.12608e+06 3.99405e+06 3.98623e+06 3.98022e+06 3.97772e+06 4.18203e+06 3.96018e+06 3.1657e+06 2.98682e+06 2.89376e+06 2.48844e+06 2.18022e+06 1.97689e+06 1.8359e+06 3.6638e+06 1.69373e+06 1.65933e+06 1.59932e+06 1.46816e+06 1.17114e+06 760772 threshold=2692.2960000000003 2593.0505000000003 2877.4750000000008 688.40820000000008 0 14.450258500000002 1501.0951200000002 177.27750000000003 1254.2925000000002 112.91100000000002 508.16875000000005 358.75150000000002 2593.0505000000003 1 300.85418000000004 111.36450000000001 1913.0125000000005 215.24100000000001 26.307400000000005 1266.1895000000002 365.76300000000003 35.773000000000003 243.37500000000003 1128.2175000000002 39.101500000000009 165.87000000000003 745.12500000000011 2 629.11000000000013 1501.0951200000002 2593.0505000000003 1548.5050000000003 860.12500000000011 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16 22 28 34 41 47 54 cat_threshold=9437184 0 67108880 0 16384 1026 2352 203785856 1216644676 135270656 1078263808 2101248 2147483656 136 284 666 137658400 134479876 524545 0 1024 1024 3222274048 360452 0 1145503776 272665088 546325546 143690240 135528452 1049352 67141633 2097281 32 536903684 1048672 2425357396 36709889 13329 271057409 1 86311940 8390512 235409488 1074790400 1073762368 2147483777 2148024320 16842784 1093 33562656 2048 64 2 is_linear=0 shrinkage=0.01 Tree=127 num_leaves=52 num_cat=9 split_feature=2 4 8 0 25 0 0 10 2 4 2 1 6 24 7 0 24 1 25 1 8 9 5 25 0 4 9 25 2 8 4 5 7 1 2 24 0 6 2 5 7 6 6 8 0 4 25 19 5 1 25 split_gain=2.2795e+08 2.96998e+08 1.05796e+08 6.63922e+07 4.06055e+07 6.93611e+07 2.25234e+07 3.12942e+07 2.18033e+07 1.33586e+07 1.28056e+07 1.267e+07 1.16317e+07 8.41537e+06 9.81565e+06 8.3255e+06 8.20068e+06 6.81312e+06 6.46426e+06 2.71033e+07 6.3677e+06 6.30313e+06 5.52045e+06 5.22643e+06 1.69843e+07 4.60494e+06 4.44427e+06 4.39086e+06 4.13409e+06 4.0358e+06 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267.13700000000006 7 261.04200000000009 184.35900000000001 53.925750000000008 8 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 1 2 9 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 left_child=3 6 -3 8 5 11 42 -8 17 20 16 21 34 14 22 -13 23 39 19 -19 27 28 -12 24 -6 -22 -16 32 -5 48 -31 -25 -10 -21 -11 -36 38 -38 -18 43 45 44 49 46 -20 -41 -1 -45 -15 -2 -29 right_child=1 2 -4 4 10 -7 7 -9 9 12 13 15 -14 29 26 -17 36 18 41 33 25 -23 -24 31 -26 -27 -28 50 -30 30 -32 -33 -34 -35 35 -37 37 -39 -40 40 -42 -43 -44 47 -46 -47 -48 -49 -50 -51 -52 leaf_value=0.039746040918184122 3.5622640213599572 19.660035865490254 50.252320663452146 3.4008085755258799 1.9508540941944605 22.969475208629259 14.169704805031802 -0.1627080093383789 0.49273898342857136 4.7000593897501624 2.63786767226064 4.6941269938151047 8.444164348015418 1.4643044490814208 5.0016746208884504 13.709267325878143 -0.11590991000630962 8.1946738422170604 0.023487027312857723 0.45397085107151314 6.9109946182250974 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1024 2680 1062 9470080 0 67108928 0 640 1056 134217728 0 0 1073741824 2097152 2147483648 204834336 1082394180 201326864 1076101120 2113536 2147484672 1365 3222274048 360452 2415919109 1111623200 4230144 816858210 2693267584 65824 9505861 37945378 2112 584 1 is_linear=0 shrinkage=0.01 Tree=128 num_leaves=52 num_cat=8 split_feature=3 2 8 0 25 4 0 2 2 1 4 10 2 24 9 7 14 2 0 1 9 1 8 0 4 3 2 5 1 14 25 1 2 0 4 24 1 24 0 4 0 8 0 7 14 9 10 25 25 25 5 split_gain=2.24926e+08 2.71646e+08 7.91239e+07 7.81888e+07 4.96505e+07 6.61287e+07 8.38979e+07 2.22421e+07 2.08589e+07 1.30891e+07 1.21797e+07 1.11583e+07 2.06788e+07 1.05731e+07 1.05631e+07 2.46422e+07 7.90723e+06 7.31427e+06 6.81333e+06 6.68618e+06 6.64129e+06 4.11576e+07 6.09901e+06 5.96608e+06 6.41994e+06 5.285e+06 4.9215e+06 5.35489e+06 9.67007e+06 4.8356e+06 4.76628e+06 4.47333e+06 4.1045e+06 4.0827e+06 3.91455e+06 3.86756e+06 3.83511e+06 3.10601e+06 2.95337e+06 2.8812e+06 2.8774e+06 2.37837e+06 1.94369e+06 1.93091e+06 1.85874e+06 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1090519088 9445077 3224436736 272637969 524289 3 is_linear=0 shrinkage=0.01 Tree=129 num_leaves=54 num_cat=10 split_feature=3 2 0 10 25 4 0 2 2 1 4 10 2 24 2 1 0 2 25 1 26 25 3 7 2 5 1 14 3 1 7 0 4 24 26 20 24 0 2 7 5 14 10 0 25 10 5 25 25 10 25 4 1 split_gain=2.2045e+08 2.6624e+08 7.66454e+07 7.17819e+07 4.86597e+07 6.48128e+07 8.22283e+07 2.1803e+07 2.04414e+07 1.28287e+07 1.14609e+07 1.09362e+07 2.02673e+07 1.03593e+07 7.17481e+06 6.68589e+06 6.67774e+06 6.66588e+06 6.12029e+06 2.65291e+07 8.20721e+06 5.79257e+06 5.40272e+06 5.01941e+06 4.77237e+06 5.18948e+06 9.29498e+06 4.73937e+06 4.59752e+06 4.9535e+06 4.43983e+06 4.00145e+06 3.83665e+06 3.79374e+06 3.59607e+06 3.11513e+06 2.94324e+06 2.82014e+06 2.1471e+06 2.05699e+06 2.03381e+06 1.96199e+06 2.01756e+06 1.90501e+06 1.89635e+06 1.81537e+06 1.69819e+06 1.49798e+06 1.4809e+06 1.40239e+06 1.12282e+06 859294 687062 threshold=2692.2960000000003 2593.0505000000003 688.40820000000008 152.20455000000001 0 14.450258500000002 1501.0951200000002 182.49450000000004 1254.2925000000002 112.91100000000002 508.16875000000005 358.75150000000002 2593.0505000000003 1 215.24100000000001 26.307400000000005 1266.1895000000002 1444.3300000000002 2 27.601250000000004 2022.5000000000002 3 745.12500000000011 1282.0428000000002 1800.6974500000001 575.25150000000008 959.97700000000009 47.910000000000004 507.85850000000005 1097.7209 26.254000000000001 1501.0951200000002 1115.3337000000004 4 2022.5000000000002 265.92500000000007 5 275.93200000000007 2593.0505000000003 94.205300000000022 62.170500000000011 428.25000000000006 1105.5920000000003 746.42750000000012 6 88.240625000000009 992.2919965000001 7 8 1105.5920000000003 9 274.17100000000005 959.97700000000009 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 9 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 9 9 2 9 2 2 left_child=2 17 7 -3 5 6 -4 15 13 -10 21 12 -11 16 35 39 43 23 19 20 -17 28 -21 30 25 36 -27 -7 38 -30 34 -18 -13 -16 -2 -15 -12 -26 -9 48 49 42 -41 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104989728 16820224 816858730 32772 1090519152 9444565 3224444928 272634897 524289 1 is_linear=0 shrinkage=0.01 Tree=130 num_leaves=60 num_cat=7 split_feature=0 2 7 2 7 5 26 2 0 0 7 0 16 25 25 2 5 8 0 4 26 4 5 2 17 5 3 0 8 25 4 25 9 9 4 3 25 4 25 25 10 0 3 4 3 10 2 10 0 0 21 0 26 4 7 0 7 2 10 split_gain=2.66741e+08 2.41331e+08 1.5599e+08 5.42476e+07 3.45637e+07 3.72956e+07 2.31807e+07 3.07718e+07 1.82212e+07 1.65463e+07 1.02634e+07 1.72122e+07 9.5897e+06 9.43936e+06 8.83797e+06 9.95438e+06 1.00902e+07 7.93198e+06 6.19517e+06 8.99435e+06 1.16382e+07 6.16634e+06 4.34207e+06 3.35466e+06 3.34014e+06 3.15323e+06 3.95139e+06 4.3928e+06 3.02207e+06 2.97462e+06 4.2234e+06 2.59135e+06 3.07757e+06 5.43324e+07 2.30675e+06 3.18225e+06 2.0482e+06 1.98908e+06 1.86667e+06 1.82241e+06 2.13619e+06 2.06511e+06 1.71564e+06 1.93522e+06 1.59096e+06 1.43244e+06 1.39657e+06 1.37676e+06 1.27246e+06 1.1538e+06 1.01033e+06 979568 887356 779999 756638 687850 584692 346451 167012 threshold=2773.7250000000004 2593.0505000000003 148.25225000000003 351.55365000000006 1489.0961200000002 2763.7525000000005 2022.5000000000002 45.449154000000007 135.10560000000001 191.25070000000002 1888.9124200000003 531.67662500000017 257.71475000000004 0 1 1092.7150000000004 6.7825000000000006 1128.2175000000002 1114.9175000000002 10.591550000000002 2022.5000000000002 42.984437500000006 160.69600000000003 1800.6974500000001 86.454999999999998 170.27100000000004 507.85850000000005 746.42750000000012 818.62500000000011 2 1115.3337000000004 3 383.33200000000005 406.08214000000004 784.4625000000002 802.00500000000011 4 215.03750000000002 5 6 519.72350000000017 332.68500000000006 155.98310000000001 46.025400000000005 689.90820000000008 1274.5290000000002 2593.0505000000003 893.42000000000007 12.435 14.956000000000001 164.93400000000003 21.738000000000003 2022.5000000000002 27.408000000000005 654.14525000000003 1836.963 244.53950000000003 2593.0505000000003 1797.2975000000001 decision_type=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 9 2 9 2 2 2 2 9 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 6 -3 9 8 10 7 -2 36 21 11 -6 37 18 15 17 -17 -10 39 20 -20 31 42 28 -21 38 56 -28 -12 30 -24 32 44 -34 35 -16 46 -8 52 41 -41 -11 48 -44 -1 49 51 -36 -23 -33 -31 -5 -15 57 -55 -40 -27 -38 -47 right_child=1 2 -4 4 5 -7 12 -9 14 13 23 -13 -14 25 34 16 -18 -19 19 24 -22 22 29 -25 -26 26 27 -29 -30 50 -32 45 33 -35 47 -37 53 -39 55 40 -42 -43 43 -45 -46 58 -48 -49 -50 -51 -52 -53 -54 54 -56 -57 -58 -59 -60 leaf_value=0.043064555338392201 15.862298261914935 10.295615825653076 45.607706656620422 0.39744070576161755 1.6095031177520753 16.618216036283052 0.45616162194146048 2.5047239483104033 1.4598270312908046 0.78175653313937243 -0.016453475952148439 13.596337437422378 6.0596195574159983 0.59276364527311398 0.85040616416092607 7.236748129884961 2.8246258704364302 5.2782590083752643 7.8024421121781335 -0.21935458869934082 -0.16765207643862123 0.0033170101523841851 1.1229508642794603 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196 51 362910 3891 168 145 69 3723 359019 142 48 76 6244 1715 1020 263 757 1894 179 84 352775 14841 94 95 4350 640 103 68 1739 464 337934 25360 353 695 593 2008 49 3710 1715 1553 162 13102 1198 25007 312574 869 102 11904 312497 1275 842 1649 1139 328 2061 537 811 77 cat_boundaries=0 6 12 17 23 30 37 43 cat_threshold=68191744 134217728 67109136 4259840 16384 8 3196416 134480896 272 0 0 2147484674 137396224 1074036800 0 0 20480 1083179136 98308 268501057 1148191024 4205057 814236712 2282061824 1073775684 4352 3145728 4096 2147483648 2 136642692 1082165036 134746112 33554976 6296640 64 2 1048576 0 67108864 4194304 0 8 is_linear=0 shrinkage=0.01 Tree=131 num_leaves=60 num_cat=7 split_feature=0 1 4 1 3 24 5 6 0 1 0 24 2 24 24 0 4 0 4 1 1 12 2 0 10 4 4 24 0 26 5 1 5 26 9 3 24 6 5 9 9 6 11 2 24 5 2 26 2 2 11 21 3 0 0 1 5 3 14 split_gain=2.61432e+08 3.20995e+08 1.38917e+08 6.03579e+07 3.1763e+07 3.29318e+07 7.24944e+07 2.42795e+07 1.73613e+07 1.17456e+07 7.3318e+06 7.26812e+06 6.97006e+06 6.56786e+06 5.8658e+06 5.66231e+06 5.46073e+06 6.84273e+06 5.28875e+06 5.11297e+06 1.46687e+07 5.51036e+06 5.08034e+06 4.45563e+06 5.17808e+06 4.26514e+06 4.24512e+06 3.85079e+06 7.35153e+06 4.20332e+06 4.12517e+06 3.79837e+06 3.62587e+06 3.34112e+06 2.47154e+06 2.43669e+06 2.47639e+06 2.28096e+06 2.24985e+06 2.18795e+06 1.55343e+07 1.99189e+06 1.98006e+06 1.95403e+06 1.84151e+06 4.25434e+06 1.82482e+06 5.59666e+06 1.80507e+06 1.61098e+06 1.39396e+06 1.94097e+06 1.29486e+06 1.2196e+06 1.20467e+06 1.18288e+06 1.13603e+06 949072 920418 threshold=2773.7250000000004 2779.5510000000008 2632.2792750000003 469.42150000000009 476.54200000000009 0 2763.7525000000005 1913.0125000000005 137.97000000000003 1461.4925000000003 175.70850000000002 1 351.55365000000006 2 3 1836.963 784.4625000000002 1501.0951200000002 42.984437500000006 355.00374000000005 1097.7209 12.499000000000001 54.263500000000001 186.04750000000004 190.45082400000004 970.01225000000011 1876.5445000000002 4 1266.1895000000002 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0.211647 4.84538 0.161235 3.94762 2.42537 0.104 0.863337 0.261522 1.38843 -0.0347577 0.449873 0.675184 0.116183 -0.0360984 0.602549 0.978299 1.95676 3.12664 0.454559 0.073043 0.220932 0.127669 1.41285 0.581329 0.0787464 -0.0363517 -0.817238 0.295818 0.0125355 internal_weight=0 196 53 362910 2906 796 361 335 360004 308 2110 819 8913 435 1040 295 485 425 351091 143 68 47 524 281 208 1291 154 7873 1463 1393 6410 60 14355 70 269 12707 409 126 380 336736 929 1479 871 335807 1648 722 75 48 555 4931 1254 1163 91 532 12298 335770 144 926 73 internal_count=363106 196 53 362910 2906 796 361 335 360004 308 2110 819 8913 435 1040 295 485 425 351091 143 68 47 524 281 208 1291 154 7873 1463 1393 6410 60 14355 70 269 12707 409 126 380 336736 929 1479 871 335807 1648 722 75 48 555 4931 1254 1163 91 532 12298 335770 144 926 73 cat_boundaries=0 1 2 3 4 5 6 7 cat_threshold=2353 28 1152 3126 6 772 1810 is_linear=0 shrinkage=0.01 Tree=132 num_leaves=55 num_cat=6 split_feature=0 1 4 1 7 18 0 0 24 1 4 2 2 3 3 24 1 1 12 4 0 7 7 12 4 10 11 3 3 24 24 0 1 7 5 26 21 5 10 2 26 14 12 0 1 2 24 2 3 16 12 24 2 26 split_gain=2.5623e+08 3.14607e+08 1.36153e+08 5.91568e+07 3.75497e+07 5.97107e+07 1.70268e+07 1.5411e+07 1.27227e+07 1.07094e+07 1.65246e+07 9.6604e+06 7.08101e+06 6.03928e+06 5.88046e+06 5.77052e+06 5.01122e+06 1.43768e+07 5.4007e+06 4.91987e+06 5.50975e+06 4.69862e+06 6.16777e+06 4.04628e+07 3.68173e+06 3.46579e+06 3.41818e+06 3.23546e+06 8.37932e+06 3.77595e+06 3.18812e+06 1.15219e+07 4.24292e+06 3.41589e+06 3.29629e+06 2.99332e+06 2.58717e+06 1.96439e+06 1.8504e+06 1.7885e+06 5.48528e+06 1.6691e+06 1.3164e+06 1.30886e+06 1.19686e+06 1.12514e+06 947632 903666 826828 702905 623256 583172 511303 6022.56 threshold=2773.7250000000004 2779.5510000000008 2632.2792750000003 469.42150000000009 1489.0961200000002 321.88825000000003 104.28351050000001 122.50250000000001 0 1256.4300000000001 970.01225000000011 2593.0505000000003 383.89096000000006 476.54200000000009 1278.9218000000003 1 355.00374000000005 1097.7209 12.499000000000001 784.4625000000002 1266.1895000000002 28.908000000000005 29.369 26.602500000000003 104.57750000000001 642.33175000000017 30.615500000000004 103.52400000000002 128.11080000000001 2 3 1266.1895000000002 76.322797075000025 205.33600000000004 575.25150000000008 2022.5000000000002 310.02925000000005 204.40050000000005 1797.2975000000001 7.2721500000000008 2022.5000000000002 517.63660000000004 460.16525000000007 885.78750000000014 43.652000000000008 2593.0505000000003 4 1800.6974500000001 177.66805000000002 195.35350000000003 439.66800000000001 5 957.78375000000017 2022.5000000000002 decision_type=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 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 left_child=3 16 -3 6 7 9 21 27 25 10 -6 13 30 -10 -11 19 39 -18 -19 20 -14 44 23 53 38 41 -21 42 -29 -30 31 35 33 -32 -34 -8 -27 -26 -24 40 -2 -9 51 47 45 46 -1 -17 50 -50 -46 -5 -45 -23 right_child=1 2 -4 4 5 -7 12 8 11 14 -12 -13 15 -15 -16 43 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3.68013e+07 5.85224e+07 1.6689e+07 1.51007e+07 1.24695e+07 1.04962e+07 1.61957e+07 1.00863e+07 9.46816e+06 7.26778e+06 6.60082e+06 6.55155e+06 5.9191e+06 5.76343e+06 5.11811e+06 5.11373e+06 4.94067e+06 4.9115e+06 1.40907e+07 5.29323e+06 4.42989e+06 1.30501e+07 1.89929e+07 3.50016e+06 2.60259e+06 4.5741e+06 2.4443e+06 2.38217e+06 2.76004e+06 2.01333e+06 6.20875e+06 1.80141e+06 6.75222e+06 1.75291e+06 5.37613e+06 1.57934e+06 1.50292e+06 1.43456e+06 1.38275e+06 1.81539e+06 1.28043e+06 1.17209e+06 1.17059e+06 1.11752e+06 2.20543e+06 1.31921e+06 1.11439e+06 1.09556e+06 536246 460199 threshold=2773.7250000000004 2779.5510000000008 2632.2792750000003 469.42150000000009 1489.0961200000002 321.88825000000003 137.97000000000003 122.50250000000001 0 1256.4300000000001 970.01225000000011 1 2593.0505000000003 134.98749999999998 1050.0050000000003 2 476.54200000000009 1278.9218000000003 42.984437500000006 2022.5000000000002 197.43915000000001 355.00374000000005 1097.7209 12.499000000000001 3 103.52400000000002 1097.7209 160.69600000000003 4 596.83500000000015 5 327.31500000000005 512.23350000000016 6 11.588425000000003 66.811710000000019 1501.0951200000002 7.2721500000000008 2022.5000000000002 983.00100000000009 642.60925000000009 233.45214000000001 7 1891.4572200000002 79.488000000000014 1256.4300000000001 1.2309999999999992 8 1501.0951200000002 514.22900000000016 1114.9175000000002 9 10 172.53300000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 9 2 9 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 9 9 2 left_child=3 21 -3 6 7 9 18 24 13 10 -6 14 16 40 15 19 -10 -11 30 -8 -17 37 -23 -24 25 53 -27 31 29 -29 33 46 -33 34 -1 47 50 38 -2 -30 -9 51 45 -44 -43 -26 -20 48 -13 -49 -37 -32 -35 -5 right_child=1 2 -4 4 5 -7 11 8 12 17 -12 35 -14 -15 -16 20 -18 -19 27 -21 -22 22 23 -25 42 26 -28 28 39 -31 41 32 -34 52 -36 36 -38 -39 -40 -41 -42 44 43 -45 -46 -47 -48 49 -50 -51 -52 -53 -54 -55 leaf_value=0.13432534448521966 6.4111001944541934 14.478674103418987 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362910 2906 149 360004 2757 1433 122 54 8913 977 456 2822 2799 945 68 351091 524 2275 143 68 47 1324 230 64 14355 1648 613 336736 12707 409 24911 10745 6091 1462 75 48 1035 423 311825 1094 941 1131 153 12298 4629 1897 2732 1441 310694 14166 166 internal_count=363106 196 53 362910 2906 149 360004 2757 1433 122 54 8913 977 456 2822 2799 945 68 351091 524 2275 143 68 47 1324 230 64 14355 1648 613 336736 12707 409 24911 10745 6091 1462 75 48 1035 423 311825 1094 941 1131 153 12298 4629 1897 2732 1441 310694 14166 166 cat_boundaries=0 1 7 8 14 19 25 26 27 33 40 46 cat_threshold=3202 70288896 134218244 67109120 4260352 4194880 1032 6 1049600 134250496 64 1048577 0 2147484672 136676352 262208 1048832 0 16384 3230662656 98308 268435521 1147142960 272640000 814237224 1047 18 134545568 99336 1052672 1107296288 2114560 35 536920196 1310832 9443988 2182225920 4609 1074798595 2 0 65536 268435456 73400368 2048 16416 is_linear=0 shrinkage=0.01 Tree=134 num_leaves=51 num_cat=15 split_feature=3 7 8 3 5 25 11 8 9 11 25 10 13 24 25 24 26 25 8 10 14 3 14 5 7 24 5 26 11 5 9 25 24 25 10 25 5 26 9 24 5 8 3 25 3 25 25 8 11 5 split_gain=1.8186e+08 2.14957e+08 2.03665e+08 4.36751e+07 3.65753e+07 2.06334e+07 2.88315e+07 1.48603e+07 1.00167e+07 9.79958e+06 8.92086e+06 4.63576e+07 8.01077e+06 7.86022e+06 6.40616e+06 7.29666e+06 7.10818e+06 6.59383e+06 6.08373e+06 1.30708e+07 5.72973e+06 5.22894e+06 4.61403e+06 6.28156e+06 5.07504e+06 5.36476e+06 4.42111e+06 3.66728e+06 3.47955e+06 3.42758e+06 2.74341e+06 2.62891e+06 2.15401e+06 2.05021e+06 3.1351e+06 1.9121e+06 1.89727e+06 1.65711e+06 1.44127e+06 1.39522e+06 1.15042e+06 1.10419e+06 1.05445e+06 794124 783791 567360 563279 116463 130399 104551 threshold=2692.2960000000003 2690.3565000000003 2877.4750000000008 407.24088000000006 11.870000000000003 0 1962.6297000000002 1128.2175000000002 447.75250000000011 76.483500000000006 1 86.603682500000005 734.73800000000006 2 3 4 2022.5000000000002 5 1548.5050000000003 9.4804000000000013 124.45950000000001 54.436500000000009 1867.1242800000002 228.71120000000002 322.90600000000012 6 1874.1882800000003 2022.5000000000002 214.87597000000002 100.02850000000002 268.34110000000004 7 8 9 686.95125000000019 10 325.39000000000004 2022.5000000000002 1279.0000000000002 11 543.59225000000015 17.861984000000003 14.222000000000001 12 974.18930000000012 13 14 5.7942415000000009 274.4500000000001 1530.4632000000001 decision_type=2 2 2 2 2 9 2 2 2 2 9 2 2 1 9 1 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 9 1 9 2 9 2 2 2 1 2 2 2 9 2 9 9 2 2 2 left_child=3 4 -3 9 27 6 7 13 -9 14 11 47 -10 20 15 16 17 -1 19 49 -5 41 23 31 36 -26 28 -2 -23 35 -18 39 -15 34 -31 37 -25 -16 40 -7 -17 46 -37 -43 -33 -35 -12 48 -11 -6 right_child=1 2 -4 5 18 22 -8 8 12 10 21 -13 -14 32 29 38 30 -19 -20 -21 -22 26 -24 24 25 -27 -28 -29 -30 33 -32 44 -34 45 -36 42 -38 -39 -40 -41 -42 43 -44 -45 -46 -47 -48 -49 -50 -51 leaf_value=1.9379453716220554 8.3261084981118483 6.7641220397949224 50.855805109197448 3.5774243005589486 -2.0729833639235724 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150 20 22 1004 2734 66 845 479 895 44 266487 275 23712 24 203 128 561 18333 1388 224 3039 3155 31 21 22 leaf_count=477 31 20 22 269 21 111 36 39 38 46 492 21 24 123 26482 5620 1766 2001 22 20 89 1277 30 66 101 150 20 22 1004 2734 66 845 479 895 44 266487 275 23712 24 203 128 561 18333 1388 224 3039 3155 31 21 22 internal_value=0 10.0511 29.8598 -0.00290334 4.02241 1.17859 2.27517 1.99728 5.64593 -0.0130889 0.332638 2.94356 8.14362 1.61342 -0.0209663 0.227344 0.538265 0.888696 -0.0427954 1.53815 2.7723 0.2892 0.564458 0.626397 1.48838 2.56758 0.690854 10.5421 0.649809 -0.0282981 0.0672021 0.257419 0.863845 0.19545 0.402817 -0.0327817 0.694021 0.0241264 -0.00535158 1.04566 -0.0155716 0.124562 -0.04281 0.316714 0.0159578 0.0478715 0.0218737 0.301675 0.536166 -1.56829 internal_weight=0 180 42 362926 138 3102 1097 1061 101 359824 8016 119 62 960 351808 10082 4310 2478 85 63 358 7897 2005 1975 592 251 2301 53 2281 341726 1832 1383 602 6712 2778 335014 341 50194 5772 314 5748 5596 284820 1949 1069 3934 3647 98 67 43 internal_count=363106 180 42 362926 138 3102 1097 1061 101 359824 8016 119 62 960 351808 10082 4310 2478 85 63 358 7897 2005 1975 592 251 2301 53 2281 341726 1832 1383 602 6712 2778 335014 341 50194 5772 314 5748 5596 284820 1949 1069 3934 3647 98 67 43 cat_boundaries=0 6 12 13 19 20 21 22 28 29 34 40 41 47 54 61 cat_threshold=50176 134217728 336 0 16384 1026 8388608 0 0 0 0 1024 308 1048576 4 0 1077936160 2177 276825096 1039 1048576 2353 1049088 327680 134746113 0 4194304 64 130 298624 142901792 524560 2214920193 2101312 3221258244 1146880 268505409 70583056 4204032 538460705 112 68190240 295012 528464 1 16384 1 3221753856 2162944 276827201 582100994 4195840 193 1 1024 32832 525840 4456448 268436480 128 2 is_linear=0 shrinkage=0.01 Tree=135 num_leaves=55 num_cat=15 split_feature=3 4 8 1 2 22 25 1 2 7 9 2 25 24 6 11 25 8 4 24 24 3 19 24 6 26 9 25 10 1 6 24 2 4 11 3 5 2 2 1 7 25 24 26 8 8 8 25 19 25 18 6 25 25 split_gain=1.98888e+08 2.95339e+08 1.22622e+08 4.83217e+07 2.59278e+07 2.38556e+07 1.02855e+07 1.89093e+07 8.64351e+06 8.2101e+06 1.4926e+07 7.32495e+06 5.9082e+06 5.14348e+06 4.66776e+06 1.14487e+07 5.31092e+06 4.45663e+06 5.2594e+06 4.70185e+06 4.34601e+06 7.49621e+06 3.99453e+06 3.7108e+06 3.55196e+06 3.54839e+06 3.11753e+06 1.2196e+07 5.00141e+07 3.28093e+06 6.30574e+06 2.90885e+06 9.21073e+06 2.80508e+06 2.73237e+06 2.68428e+06 2.51913e+06 3.0169e+06 2.29385e+06 2.25689e+06 2.24937e+06 2.21118e+06 2.0324e+06 2.15957e+06 1.73041e+06 1.31454e+06 1.17306e+06 1.16348e+06 1.0133e+06 992277 902012 658611 655347 462404 threshold=2692.2960000000003 2632.2792750000003 2877.4750000000008 270.00500000000005 957.78375000000017 165.11825000000002 0 1891.4572200000002 50.517750000000014 710.08000000000004 502.38034000000005 68.787000000000006 1 2 1913.0125000000005 1156.9900000000002 3 1128.2175000000002 586.56060000000014 4 5 22.503750000000004 762.32868000000008 6 987.12000000000012 2022.5000000000002 323.04725000000008 7 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103 1853 377 103 1518 2513 274 306 341704 1431 120 1311 127 1494 431 14473 121 1063 80 49 522 2207 495 340273 37511 12816 13951 302762 99 12581 1370 24695 10303 85 292459 1184 internal_count=363290 176 52 363114 5419 552 4867 398 357695 124 44 4469 15991 529 408 46 362 1956 103 1853 377 103 1518 2513 274 306 341704 1431 120 1311 127 1494 431 14473 121 1063 80 49 522 2207 495 340273 37511 12816 13951 302762 99 12581 1370 24695 10303 85 292459 1184 cat_boundaries=0 6 12 13 18 19 20 21 27 28 34 35 41 47 54 61 cat_threshold=9454592 512 67108864 0 0 8 2148564992 262144 0 0 640 1024 1153 1081856 0 256 0 2097152 344 534 4 8388608 262180 0 4194304 0 1 1050 1074823168 98308 2147487812 2185298464 4230785 11539562 1031 136580608 8455236 143130896 1108607489 2098432 2147483777 0 0 0 4194304 2176 4096 8404996 1075839088 269487104 3277825 285224976 1879597569 3 135823364 0 1052753 32 4194304 0 2 is_linear=0 shrinkage=0.01 Tree=136 num_leaves=56 num_cat=13 split_feature=3 2 12 0 25 0 2 2 1 2 24 0 2 25 7 5 1 20 2 24 0 8 2 7 0 11 1 24 3 25 2 26 25 7 25 11 24 0 25 15 15 3 8 16 5 24 1 3 25 8 14 3 3 25 0 split_gain=1.9493e+08 2.48921e+08 2.79907e+08 5.85267e+07 5.40758e+07 8.05038e+07 1.8252e+07 1.39521e+07 1.31106e+07 1.18485e+07 1.01379e+07 8.9219e+06 1.43183e+07 7.34889e+06 7.66191e+06 7.21327e+06 5.68955e+06 6.85785e+06 5.09755e+06 4.79303e+06 4.75343e+06 4.18603e+06 4.00724e+06 7.46753e+06 3.88813e+06 3.81542e+06 6.98268e+06 3.54033e+06 4.65761e+06 3.38708e+06 3.50476e+06 3.13039e+06 3.1018e+06 3.99899e+06 2.63497e+06 2.42421e+06 2.00245e+06 2.29064e+06 1.87675e+06 2.0675e+06 4.55734e+07 1.67743e+06 2.73379e+06 1.39748e+06 1.24088e+06 1.111e+06 1.41526e+06 1.19698e+06 906158 854850 769688 728496 704893 659166 213167 threshold=2692.2960000000003 2593.0505000000003 85.539750000000012 688.40820000000008 0 1836.963 87.294750000000008 863.30000000000007 402.26250000000005 1444.3300000000002 1 2773.7250000000004 2593.0505000000003 2 5.0119090000000011 1874.1882800000003 171.78100000000003 265.92500000000007 957.78375000000017 3 988.99750000000006 360.19070000000005 957.78375000000017 572.8955000000002 44.556600000000003 192.02450000000002 677.74500000000012 4 602.3524450000001 5 383.89096000000006 2022.5000000000002 6 654.14525000000003 7 301.05075000000005 8 175.70850000000002 9 11.220315000000001 13.263000000000003 507.85850000000005 576.55500000000018 854.93650000000014 62.170500000000011 10 629.11000000000013 53.741650000000007 11 1926.0125000000005 602.7274450000001 642.60925000000009 227.56379000000001 12 1114.9175000000002 decision_type=2 2 2 2 9 2 2 2 2 2 1 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 9 2 2 9 2 9 2 1 2 9 2 2 2 2 2 2 1 2 2 9 2 2 2 2 9 2 left_child=3 9 -3 6 5 25 24 13 21 22 41 12 -12 14 20 27 17 -15 -17 -18 -6 32 23 31 38 26 54 28 -10 50 -31 -2 33 -8 36 -29 37 -26 39 53 -41 -9 -43 -38 49 46 -36 -47 -46 -40 -23 -34 -16 -1 -5 right_child=1 2 -4 4 7 -7 8 10 15 -11 11 -13 -14 16 52 18 19 -19 -20 -21 -22 29 -24 -25 34 -27 -28 35 -30 30 -32 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0.389391 1.24925 0.247819 -0.0433274 0.0715166 0.268556 0.0268235 0.0968589 -0.0462772 0.0841859 0.0427959 0.341217 0.0228479 0.453405 internal_weight=0 176 51 363114 1869 113 361245 1756 12529 125 342 230 197 1414 106 1312 1308 721 44 587 63 11217 97 76 348716 84 64 1268 597 641 392 56 10576 4886 14989 671 2369 673 333727 33510 858 112 77 1696 300217 12620 2324 10296 6184 294033 249 5690 43 32652 43 internal_count=363290 176 51 363114 1869 113 361245 1756 12529 125 342 230 197 1414 106 1312 1308 721 44 587 63 11217 97 76 348716 84 64 1268 597 641 392 56 10576 4886 14989 671 2369 673 333727 33510 858 112 77 1696 300217 12620 2324 10296 6184 294033 249 5690 43 32652 43 cat_boundaries=0 1 2 8 9 10 15 21 27 28 34 35 41 47 cat_threshold=9437184 900 512 0 0 65536 0 2147483648 12 797 135266304 262144 1052928 1073741824 2097152 2285143584 328260 134742272 1074003969 6309376 1024 1083392 135266848 67109184 37781504 4195456 32 22 1082163204 98308 2147485700 2186543648 4196864 1354249768 6 1048576 1082393600 524560 65537 16384 130 0 4 0 4194304 2048 8393736 is_linear=0 shrinkage=0.01 Tree=137 num_leaves=55 num_cat=5 split_feature=3 4 7 1 2 22 2 24 1 7 9 2 26 3 19 24 2 6 11 3 13 26 9 2 10 4 4 11 1 7 10 6 24 2 1 7 4 4 24 26 7 2 2 24 2 4 10 20 17 1 7 6 14 9 split_gain=1.91051e+08 2.8638e+08 7.21864e+07 4.64874e+07 2.48913e+07 2.33102e+07 8.31564e+06 8.20042e+06 1.28017e+07 7.75685e+06 1.47488e+07 5.88391e+06 5.4844e+06 5.33908e+06 5.36542e+06 5.00678e+06 4.58792e+06 4.55941e+06 1.11727e+07 4.31545e+06 3.69492e+06 3.11227e+06 3.03724e+06 1.18234e+07 3.73676e+07 2.90411e+06 2.84807e+06 2.64314e+06 2.58533e+06 5.20422e+06 2.31573e+06 1.91271e+06 1.8243e+06 1.62506e+06 1.59991e+06 1.52711e+06 1.5077e+06 1.45914e+06 1.49095e+06 2.18964e+06 1.43737e+06 1.38184e+06 2.39532e+06 1.31236e+06 1.27662e+06 1.40027e+06 1.07734e+06 923029 1.21142e+06 839431 662650 649321 589110 57135 threshold=2692.2960000000003 2632.2792750000003 2690.3565000000003 270.00500000000005 957.78375000000017 165.11825000000002 50.517750000000014 0 959.97700000000009 710.08000000000004 502.38034000000005 53.405000000000008 2022.5000000000002 182.95234000000002 715.25850000000014 1 72.034000000000006 1913.0125000000005 1156.9900000000002 602.3524450000001 1280.8870000000004 2022.5000000000002 323.04725000000008 27.046500000000005 241.39650000000003 480.16275000000002 26.188250000000007 311.45550000000009 92.667500000000004 183.40100000000004 642.33175000000017 603.25250000000017 2 547.57500000000016 2779.5510000000008 34.081500000000005 128.56546000000003 42.984437500000006 3 2022.5000000000002 1282.0428000000002 104.10200000000002 1092.7150000000004 4 1444.3300000000002 1291.5535000000002 983.00100000000009 251.87910000000002 60.417300000000004 1.8942000000000003 81.318750000000023 349.45300000000003 901.40207500000008 447.75250000000011 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 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=3 9 -3 6 7 15 22 8 21 41 -11 34 19 35 20 27 -14 26 -19 -10 36 33 37 28 53 -23 -17 51 43 -30 32 -32 -13 -5 40 46 -15 38 39 -1 -9 -2 -43 -24 45 -37 49 50 -49 -8 -39 -6 -40 -25 right_child=1 2 -4 4 5 -7 13 11 12 10 -12 30 16 14 -16 17 -18 18 -20 -21 -22 25 23 24 -26 -27 -28 -29 29 -31 31 -33 -34 -35 -36 44 -38 47 52 -41 -42 42 -44 -45 -46 -47 -48 48 -50 -51 -52 -53 -54 -55 leaf_value=0.048401228500489848 -1.2283830524893369 17.387534020741779 41.021936205455233 1.2861493075050907 -1.2178033689830614 12.781288229900859 -0.0021844195813891009 0.043487972882560316 4.08930741945451 11.86990502166748 0.24248357137044271 0.12043518802567015 -0.51562958027454131 0.31271928487606604 4.6688443915049236 4.1148118275287109 3.8797876628239947 10.557899987792968 0.66376540184020993 9.1390989818573001 3.9773733304440975 0.058177518504076854 1.0942948329448701 -0.16065914988517763 15.964268343925475 2.1702538451081828 2.1431028413417246 2.8198698562714788 0.27661740814767233 4.8826813528878352 1.0221781332007909 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3.53156 0.203292 0.667784 2.49756 1.70521 3.00192 6.04101 4.8662 0.605208 0.920516 -0.0300223 0.429713 4.63064 0.361041 2.69867 0.506929 0.233035 1.6545 0.849429 1.84882 0.712966 1.41063 0.0298082 0.131411 0.553278 -0.0319557 -0.0357436 0.000287235 0.0739524 0.300318 1.43023 0.0999859 0.32002 0.304169 0.0729427 0.0812503 1.20979 0.0676478 0.0738264 -0.41303 -0.0483113 -0.521009 internal_weight=0 176 52 363114 5419 552 357695 4867 1360 124 44 3507 225 15991 2143 529 95 408 46 130 2110 1135 341704 1431 64 530 362 121 1367 117 1698 204 1494 605 1809 13848 2078 340273 329256 85156 1770 80 46 1250 3277 3256 10571 11017 72 10542 10945 85 244100 44 internal_count=363290 176 52 363114 5419 552 357695 4867 1360 124 44 3507 225 15991 2143 529 95 408 46 130 2110 1135 341704 1431 64 530 362 121 1367 117 1698 204 1494 605 1809 13848 2078 340273 329256 85156 1770 80 46 1250 3277 3256 10571 11017 72 10542 10945 85 244100 44 cat_boundaries=0 1 2 3 4 5 cat_threshold=276 1153 2176 7 256 is_linear=0 shrinkage=0.01 Tree=138 num_leaves=47 num_cat=8 split_feature=3 4 12 0 25 0 0 6 2 22 10 1 2 7 9 2 24 6 0 7 0 24 2 25 10 11 1 0 25 17 7 6 2 8 25 9 4 25 2 2 4 9 1 6 24 4 split_gain=1.87249e+08 2.80681e+08 1.67505e+08 5.67391e+07 5.29684e+07 7.88071e+07 1.75932e+07 1.81804e+07 1.9001e+07 1.36733e+07 1.56314e+07 1.23248e+07 8.27135e+06 7.60249e+06 1.44553e+07 6.46946e+06 6.1829e+06 5.15983e+06 5.08961e+06 4.79003e+06 8.51762e+06 4.4875e+06 3.99431e+06 5.21768e+06 5.59601e+07 3.73757e+06 6.80593e+06 3.51443e+06 3.4887e+06 3.01397e+06 2.32499e+06 1.79195e+06 1.65764e+06 1.44518e+06 1.4611e+06 3.05376e+06 1.40732e+06 1.38493e+06 1.35434e+06 2.34765e+06 1.34216e+06 1.1167e+06 1.08504e+06 1.05306e+06 692588 322487 threshold=2692.2960000000003 2632.2792750000003 85.539750000000012 688.40820000000008 0 1836.963 87.006000000000014 1913.0125000000005 621.21800000000007 8.6540000000000017 358.75150000000002 166.66900000000001 383.89096000000006 710.08000000000004 502.38034000000005 1254.2925000000002 1 178.23900000000003 1266.1895000000002 543.29875000000015 141.98703000000003 2 26.254000000000001 3 159.58100000000005 192.02450000000002 677.74500000000012 2773.7250000000004 4 611.69250000000011 48.419250000000005 275.94813500000004 1444.3300000000002 119.60205350000003 5 564.5870000000001 378.77050000000003 6 104.10200000000002 1092.7150000000004 1517.5820000000001 679.93910000000005 1.8942000000000003 1913.0125000000005 7 21.974500000000003 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 9 2 2 2 2 9 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 1 2 left_child=3 13 -3 6 5 25 22 12 -9 11 -11 16 28 38 -15 21 18 -17 -6 29 -21 -13 33 24 32 26 45 -18 31 -14 42 -8 -24 37 35 -35 -30 44 -2 -40 -32 -39 -25 -36 -1 -5 right_child=1 2 -4 4 9 -7 7 8 -10 10 -12 15 19 14 -16 17 27 -19 -20 20 -22 -23 23 30 -26 -27 -28 -29 36 -31 40 -33 -34 34 43 -37 -38 41 39 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.11335685822582078 -1.2160992083829991 13.828937059599777 49.965942207833997 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24 22 23 222 6250 20 20009 22 leaf_count=7263 34 29 23 21 91 29 3363 33 20 23 34 407 979 20 24 61 608 121 47 21 207 310 347 9375 20 20 21 54 7489 31 3203 426 21 559 3036 23 322 297983 24 22 23 222 6250 20 20009 22 internal_value=0 10.3115 29.8126 -0.0056079 1.73226 8.09444 -0.0145992 0.348177 6.19297 1.26952 6.09438 1.11512 0.324048 2.13363 5.4724 1.91857 0.212248 3.60232 2.05869 1.10102 2.41021 1.49118 -0.0280239 0.112029 1.24527 3.90391 2.72473 -0.200726 0.241126 0.805485 0.0879971 0.489738 0.392016 -0.036211 0.161994 0.616745 0.119747 -0.0384264 0.297315 1.41593 0.332455 -0.0446637 0.0375817 0.0731319 0.0297806 0.44581 internal_weight=0 176 52 363114 1869 113 361245 12891 53 1756 57 1699 12838 124 44 899 800 182 138 1238 228 717 348354 19239 388 84 64 662 11600 1010 18851 3789 368 329115 3638 582 7811 325477 80 46 3226 298205 15625 3056 27272 43 internal_count=363290 176 52 363114 1869 113 361245 12891 53 1756 57 1699 12838 124 44 899 800 182 138 1238 228 717 348354 19239 388 84 64 662 11600 1010 18851 3789 368 329115 3638 582 7811 325477 80 46 3226 298205 15625 3056 27272 43 cat_boundaries=0 1 2 3 9 15 20 26 27 cat_threshold=9437184 258 2620 2155872256 0 0 262144 4194304 1056 212896768 142869056 67633472 37749248 4195329 32 738263040 1207959556 33554704 74711040 4210688 1073774592 65540 2415922244 2185232928 16812544 1354249322 1029 is_linear=0 shrinkage=0.01 Tree=139 num_leaves=48 num_cat=3 split_feature=3 4 12 0 1 4 0 6 2 24 2 6 0 0 26 16 2 3 7 0 20 1 3 8 4 14 0 2 7 7 7 5 2 24 4 1 4 2 8 16 5 10 6 11 1 24 2 split_gain=1.83523e+08 2.75095e+08 1.64171e+08 5.56193e+07 1.94961e+07 2.75197e+07 1.72431e+07 1.78186e+07 1.86229e+07 1.21014e+07 1.69298e+07 2.24054e+07 1.06724e+07 1.06011e+07 9.04015e+06 8.73376e+06 8.14073e+06 7.54142e+06 7.4512e+06 1.4109e+07 6.96562e+06 6.51491e+06 4.93986e+06 4.93913e+06 5.97015e+06 4.91994e+06 4.74386e+06 3.91482e+06 3.33472e+06 4.31588e+07 2.6839e+06 2.5016e+06 2.84747e+06 2.41812e+06 2.6002e+06 2.47339e+06 2.08119e+06 1.93235e+06 1.41642e+06 1.36059e+06 1.17449e+06 4.56394e+06 1.13999e+06 1.04339e+06 998583 757081 320975 threshold=2692.2960000000003 2632.2792750000003 85.539750000000012 688.40820000000008 1891.4572200000002 26.188250000000007 87.006000000000014 1913.0125000000005 621.21800000000007 0 1800.6974500000001 483.48500000000007 2773.7250000000004 1836.963 2022.5000000000002 306.48090000000008 172.98350000000002 1107.1660000000004 710.08000000000004 1266.1895000000002 575.81500000000017 2779.5510000000008 43.566500000000005 998.8850000000001 165.87000000000003 164.88500000000002 2773.7250000000004 26.254000000000001 28.908000000000005 29.369 608.55210000000022 26.141250000000007 104.10200000000002 1 64.668860000000009 554.77325000000008 1291.5535000000002 720.28944000000013 119.60205350000003 854.93650000000014 710.99890000000016 144.40425000000002 1913.0125000000005 611.34250000000009 1.8942000000000003 2 1444.3300000000002 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 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=3 18 -3 6 9 13 27 16 -9 12 20 -12 17 -6 -14 21 33 22 31 -20 26 -7 -5 30 -25 -22 -11 38 39 -30 -18 32 -2 35 -35 -8 -31 -19 40 44 45 -42 43 -40 -29 -1 -23 right_child=1 2 -4 4 5 15 7 8 -10 10 11 -13 14 -15 -16 -17 23 37 19 -21 25 46 -24 24 -26 -27 -28 28 29 36 -32 -33 -34 34 -36 -37 -38 -39 42 -41 41 -43 -44 -45 -46 -47 -48 leaf_value=-0.020876399268016512 -0.66106518859863284 13.690647575115335 49.4662824920986 2.7303319894014777 7.3332159855054773 3.8475111520612564 0.39778689263610745 1.5163342307372525 13.745305548667908 0.48248771008048957 14.630265306472779 1.4293389905823604 11.457382705211639 17.287975472450256 2.6839964145162831 8.2400830802917486 0.62064916829090977 4.2543897073165233 10.828543404288915 -0.50851551964169461 7.9237785854339595 -2.8702315063476562 0.77286581651612662 7.6608790279570078 1.7690483774887888 1.7063294972011023 -2.4637853181773219 -0.025591383483554928 14.330359782088887 0.26636642897670343 1.7542684531833814 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0.453615 0.287009 6.23118 -0.0358488 0.0416094 -0.0380421 0.551127 0.160374 0.146255 0.0379751 -0.0386546 -1.97444 internal_weight=0 176 52 363114 1869 140 361245 12891 53 1729 1115 56 614 43 47 97 12838 567 124 44 1059 77 524 2617 116 55 1004 348354 19239 4174 2501 80 49 10221 7583 2638 4152 43 329115 15065 325477 338 3638 3615 15043 325139 40 internal_count=363290 176 52 363114 1869 140 361245 12891 53 1729 1115 56 614 43 47 97 12838 567 124 44 1059 77 524 2617 116 55 1004 348354 19239 4174 2501 80 49 10221 7583 2638 4152 43 329115 15065 325477 338 3638 3615 15043 325139 40 cat_boundaries=0 1 2 3 cat_threshold=54 22 1047 is_linear=0 shrinkage=0.01 Tree=140 num_leaves=54 num_cat=10 split_feature=0 3 1 1 0 3 1 0 25 11 6 3 1 25 1 1 1 1 6 8 8 9 3 10 25 9 26 25 13 3 25 3 5 0 3 1 16 25 25 18 5 14 25 26 25 0 1 3 5 25 3 0 0 split_gain=1.11886e+08 1.60922e+08 1.49923e+08 4.58652e+07 2.58567e+07 1.55901e+07 2.37958e+07 1.1459e+07 1.01613e+07 9.53783e+06 1.65884e+07 2.67444e+07 8.00979e+06 7.78094e+06 1.03829e+07 1.5851e+07 9.90245e+06 9.56814e+06 6.11438e+06 6.03161e+06 5.87949e+06 5.73486e+06 5.6617e+06 4.9576e+06 1.28704e+07 6.7568e+07 3.92111e+06 3.91953e+06 4.71406e+06 3.87659e+06 3.83637e+06 3.78462e+06 2.71864e+06 2.68607e+06 2.44709e+06 2.37321e+06 2.25019e+06 1.87882e+06 1.82115e+06 1.63413e+06 1.5672e+06 1.34919e+06 1.32341e+06 1.23091e+06 1.01836e+06 1.00564e+06 890490 1.37456e+06 611400 603412 437881 140675 44264.8 threshold=2773.7250000000004 2692.2960000000003 2779.5510000000008 402.26250000000005 885.78750000000014 283.08325000000008 355.00374000000005 162.71250000000001 0 1156.9900000000002 1913.0125000000005 1107.1660000000004 1891.4572200000002 1 860.12500000000011 1097.7209 2779.5510000000008 1891.4572200000002 1913.0125000000005 998.8850000000001 321.9405000000001 479.07240500000006 339.65625000000006 111.73900000000002 2 87.037500000000009 2022.5000000000002 3 1280.8870000000004 92.246000000000009 4 1854.9329420000001 834.63750000000016 746.42750000000012 32.805900000000001 138.62250000000003 509.65625000000006 5 6 633.48915000000011 1530.4632000000001 144.12400000000002 7 2022.5000000000002 8 1501.0951200000002 190.23400000000001 426.62850000000009 1121.68056 9 6.4374000000000011 104.28351050000001 1836.963 decision_type=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 2 2 9 2 2 9 2 2 2 2 2 2 9 9 2 2 2 9 2 9 2 2 2 2 9 2 2 2 left_child=3 5 -3 7 8 6 26 23 18 13 11 -11 -7 14 20 -16 17 -15 29 27 -6 46 -23 34 25 50 -2 28 35 33 -31 37 -20 -5 38 -9 39 -26 43 -36 42 -38 51 -1 -40 49 47 -21 -44 -29 -25 -10 -47 right_child=1 2 -4 4 9 12 -8 19 40 10 -12 -13 -14 16 15 -17 -18 -19 32 21 -22 22 -24 24 31 -27 -28 45 -30 30 -32 -33 -34 -35 36 -37 41 -39 44 -41 -42 -43 48 -45 -46 52 -48 -49 -50 -51 -52 -53 -54 leaf_value=0.12104690777964992 3.8413441242891202 1.3533036132085892 35.532740402221684 0.54762142333544039 -1.8213492710544512 1.0377986136078834 13.331173852008321 0.38241782525427626 -0.30094617477785318 3.2994485618517952 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30 29 1023 10868 254096 57 20 23 21 1095 20 42 29 leaf_count=11958 34 21 33 689 26 32 23 2485 273 39 22 28 23 245 20 55 29 29 22 36 20 25 27 74 2812 20 31 2639 27 580 308 21 20 25 16065 962 50 2334 53664 23 30 29 1023 10868 254096 57 20 23 21 1095 20 42 29 internal_value=0 7.53299 22.2407 -0.00528377 1.12644 1.97901 4.58935 -0.016448 0.775252 3.20276 6.17891 8.6528 -2.19753 2.57805 4.6688 7.34877 1.53828 2.17718 1.30386 0.372322 1.31424 2.49907 5.07799 -0.0246479 0.279437 3.46411 1.49609 0.334125 0.576617 1.21305 1.65415 0.202078 5.07824 0.664456 -0.029279 0.545675 0.0908485 0.185181 -0.0351537 0.0825813 0.139206 1.77442 0.190115 0.0510171 -0.0415452 0.111796 0.801551 0.183407 0.359843 0.0874648 0.216824 -0.372025 1.18121 internal_weight=0 197 54 363005 3546 143 88 359459 3033 513 89 67 55 424 121 75 303 274 1644 7425 46 131 52 352034 5281 114 65 7294 3474 1602 888 5167 42 714 346753 3447 16167 5146 330586 16088 1389 79 1359 22826 307760 3820 79 59 1044 3734 94 315 86 internal_count=363202 197 54 363005 3546 143 88 359459 3033 513 89 67 55 424 121 75 303 274 1644 7425 46 131 52 352034 5281 114 65 7294 3474 1602 888 5167 42 714 346753 3447 16167 5146 330586 16088 1389 79 1359 22826 307760 3820 79 59 1044 3734 94 315 86 cat_boundaries=0 6 12 14 20 25 32 38 45 52 59 cat_threshold=3195904 1216349760 135270736 65536 2113536 1027 1049088 0 4096 1073741824 0 2147483648 8388608 262144 78743072 142608160 68157712 33554432 6308416 2147484778 2130944 1082131456 134221824 0 2097152 138184224 1208026216 528704 2719219712 2118656 1025 2 3222274048 98372 268435473 1110900768 272664720 817366080 2156199936 65540 1 2187329568 2048 64 2 536920196 1090781216 2156926656 2214618112 13313 1073766401 1 138674308 1074102360 168301056 1074004513 4352 513 2 is_linear=0 shrinkage=0.01 Tree=141 num_leaves=48 num_cat=8 split_feature=0 3 4 1 0 3 1 0 25 11 6 3 1 25 1 1 1 1 4 13 12 3 10 25 9 10 6 25 4 26 3 6 1 3 16 3 25 18 5 14 25 26 25 25 4 3 0 split_gain=1.09659e+08 1.5772e+08 1.72753e+08 4.49607e+07 2.53396e+07 1.52799e+07 2.33223e+07 1.1231e+07 9.96295e+06 9.34803e+06 1.62582e+07 2.62122e+07 7.8504e+06 7.6261e+06 1.01763e+07 1.55356e+07 9.70539e+06 9.37774e+06 7.46942e+06 5.49563e+06 5.79168e+06 5.12274e+06 4.86131e+06 1.19883e+07 6.71139e+07 4.83316e+06 4.5974e+06 4.20849e+06 4.06959e+06 3.84308e+06 3.44045e+06 3.28182e+06 2.98911e+06 2.32151e+06 2.32085e+06 2.02372e+06 1.79125e+06 1.72495e+06 1.53601e+06 1.29882e+06 1.29707e+06 1.19368e+06 1.10032e+06 996723 733078 454778 137876 threshold=2773.7250000000004 2692.2960000000003 2632.2792750000003 402.26250000000005 885.78750000000014 283.08325000000008 355.00374000000005 162.71250000000001 0 1156.9900000000002 1913.0125000000005 1107.1660000000004 1891.4572200000002 1 860.12500000000011 1097.7209 2779.5510000000008 1891.4572200000002 1876.5445000000002 1280.8870000000004 596.83500000000015 407.24088000000006 100.06500000000001 2 87.037500000000009 1797.2975000000001 349.45300000000003 3 87.037500000000009 2022.5000000000002 1854.9329420000001 987.12000000000012 138.62250000000003 32.805900000000001 509.65625000000006 263.96400000000011 4 633.48915000000011 1530.4632000000001 144.12400000000002 5 2022.5000000000002 6 7 1115.3337000000004 11.558000000000002 104.28351050000001 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 9 9 2 2 2 left_child=3 5 -3 7 8 6 29 22 18 13 11 -11 -7 14 26 -16 17 -15 21 25 -21 31 33 24 45 27 -6 32 -23 -2 35 -5 -9 36 37 -25 41 -35 40 -36 46 -1 -29 -38 -42 -24 -10 right_child=1 2 -4 4 9 12 -8 19 38 10 -12 -13 -14 16 15 -17 -18 -19 -20 20 -22 28 23 30 -26 -27 -28 42 -30 -31 -32 -33 -34 34 39 -37 43 -39 -40 -41 44 -43 -44 -45 -46 -47 -48 leaf_value=0.11952379352261053 3.8029303202909581 -0.40310785566057478 36.286517063487658 0.7134936471110439 -1.7256961295008659 1.0274206405878068 13.197861938476564 0.3995162585778948 -0.29793671460706234 3.2664540468118126 -1.3416636319593951 15.94815807887486 -6.6318641496741257 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402 53572 22 30 27 1006 10834 3345 253840 38 20 42 internal_value=0 7.45766 22.0183 -0.00522983 1.11528 1.95922 4.54346 -0.0162835 0.767621 3.17073 6.11712 8.56627 -2.17555 2.55227 4.62211 7.27528 1.5229 2.15541 1.29105 0.368599 3.5772 1.19805 -0.0244013 0.261712 3.20794 0.345532 1.3011 0.330299 2.07238 1.48113 0.191323 0.833677 0.584023 -0.0292278 0.0884379 0.176405 -0.0349268 0.0801139 0.137814 1.83178 0.188214 0.0506046 0.103854 -0.0412677 0.356244 0.266628 -0.368305 internal_weight=0 197 54 363005 3546 143 88 359459 3033 513 89 67 55 424 121 75 303 274 1644 7425 53 1608 352034 5840 125 7372 46 7346 473 65 5715 1135 3450 346194 15993 5693 330201 15917 1389 76 1359 22789 3896 307412 1044 105 315 internal_count=363202 197 54 363005 3546 143 88 359459 3033 513 89 67 55 424 121 75 303 274 1644 7425 53 1608 352034 5840 125 7372 46 7346 473 65 5715 1135 3450 346194 15993 5693 330201 15917 1389 76 1359 22789 3896 307412 1044 105 315 cat_boundaries=0 6 12 14 20 26 33 40 47 cat_threshold=3195904 1216349760 135270736 65536 2113536 1027 1049088 0 4096 1073741824 0 2147483648 8388608 262144 78743072 142608160 68157712 33619968 2114112 2147483754 3222274048 98372 268435473 1110900768 272664720 817366080 2156199936 65540 1 2187329568 2048 64 2 537411584 83886084 8390721 543424512 10240 1152 1 536920196 1090781216 2156926656 2214618112 13313 1073766401 1 is_linear=0 shrinkage=0.01 Tree=142 num_leaves=56 num_cat=6 split_feature=2 1 0 1 0 24 3 7 2 0 3 0 0 5 11 3 8 24 0 0 24 4 3 1 7 7 12 17 26 11 1 4 3 2 24 3 3 0 26 26 4 1 12 13 24 3 18 0 24 26 4 1 5 4 8 split_gain=1.17682e+08 1.7301e+08 1.45255e+08 4.01782e+07 2.06476e+07 9.77192e+06 1.37443e+07 1.95763e+07 9.21272e+06 8.91683e+06 8.68883e+06 8.48291e+06 6.42496e+06 2.41066e+07 5.72666e+06 5.54855e+06 4.94886e+06 4.77248e+06 4.12739e+07 4.9083e+06 4.28313e+06 4.74188e+06 4.48388e+06 5.32076e+06 4.16073e+06 7.24906e+06 3.90533e+07 4.10069e+06 3.9948e+06 3.62568e+06 3.07817e+06 3.0273e+06 4.38458e+06 2.90947e+06 2.81141e+06 2.56331e+06 4.06865e+06 2.24502e+06 2.2271e+06 2.20757e+06 2.04031e+06 2.02082e+06 1.94223e+06 1.73526e+06 1.63312e+06 1.4383e+06 1.29487e+06 1.04841e+06 1.18428e+06 1.77727e+06 831731 795402 680373 150300 3318.92 threshold=2593.0505000000003 2779.5510000000008 2773.7250000000004 262.36100000000005 885.78750000000014 0 1854.9329420000001 903.12057500000003 104.10200000000002 162.71250000000001 8.5440000000000023 1501.0951200000002 885.78750000000014 1121.68056 1602.5343235000003 1854.9329420000001 652.05450000000008 1 1836.963 2773.7250000000004 2 1876.5445000000002 1471.8415000000002 1097.7209 28.908000000000005 29.369 29.405000000000005 1095.1042000000002 2022.5000000000002 1347.54114 7.7340000000000009 174.73500000000004 1471.8415000000002 778.91025000000013 3 689.90820000000008 870.71080000000018 103.32460000000002 2022.5000000000002 2022.5000000000002 52.508000000000003 1891.4572200000002 977.87575000000004 286.23400000000004 4 1471.8415000000002 749.28243750000013 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1.60263e+06 745626 threshold=2593.0505000000003 2632.2792750000003 2690.3565000000003 326.91650000000004 14.46815 860.12500000000011 520.5395000000002 0 1256.4300000000001 86.254000000000005 233.74400000000006 2763.7525000000005 1907.6205000000002 255.01000000000002 1854.9329420000001 367.53225000000003 1128.2175000000002 156.00175000000004 1 642.60925000000009 2 1121.68056 2632.2792750000003 23.466750000000005 3 27.601250000000004 602.3524450000001 1118.3050000000001 669.1825 1282.0428000000002 92.246000000000009 4 5 1854.9329420000001 104.57750000000001 221.03315000000001 6 7 1528.9670000000003 297.30250000000007 625.2833710000001 8 611.34250000000009 625.2833710000001 174.3837 234.36750000000004 2022.5000000000002 274.88700000000011 508.16875000000005 221.19125000000003 35.749500000000005 9 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 9 2 2 2 2 2 2 1 1 2 2 2 9 9 2 2 2 1 2 2 2 2 2 2 2 2 2 1 left_child=3 4 -3 9 5 46 7 8 15 23 14 12 18 27 26 -5 30 -18 19 -8 21 29 -20 37 25 -25 -6 34 44 -15 32 -32 -9 42 47 45 -36 38 41 -17 -19 -1 -22 -27 -26 -29 -2 -11 -30 51 -51 -39 right_child=1 2 -4 6 10 -7 11 16 -10 13 -12 -13 -14 20 -16 39 17 40 22 -21 33 -23 -24 24 28 43 -28 35 48 -31 31 -33 -34 -35 36 -37 -38 49 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 50 -52 -53 leaf_value=0.19722881835267556 3.5657947246844954 13.988780530293782 54.290611425781258 6.081663663937495 -2.1339154321176035 15.103437994497796 1.5732992716758483 1.0627907538324033 9.156323747879421 0.062599736251745905 6.2900219421386714 7.3697281037607505 7.7043624941507973 1.3348861513134354 -6.5001380847749264 0.40907365766771003 7.3422611618041991 3.185350487652947 1.4467008172522069 5.042728926306963 0.49927785863423479 6.9677324039459236 -2.3106758826119562 17.626689726284571 0.046760895020415839 0.28075632846867193 3.244942727522417 2.0202054301175205 1.1081045238346072 4.3940698695905285 -0.22836741072216116 0.98546981406323231 -0.00068180271394277568 -2.5229279104868572 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is_linear=0 shrinkage=0.01 Tree=147 num_leaves=61 num_cat=11 split_feature=2 4 7 0 25 0 2 2 6 0 3 1 18 4 1 3 4 25 5 25 1 9 0 3 15 10 25 13 2 2 6 9 3 1 2 1 0 5 25 1 25 1 0 25 25 7 2 3 4 5 6 9 25 25 4 25 1 10 0 10 split_gain=2.24377e+08 3.64608e+08 1.94928e+08 5.17757e+07 2.15629e+07 2.33683e+07 3.89082e+07 1.96654e+07 1.88468e+07 3.9606e+07 1.3691e+07 1.40294e+07 9.86336e+06 7.83686e+06 7.11508e+06 6.62527e+06 6.02338e+06 5.59637e+06 5.95773e+06 5.53107e+06 5.38873e+06 3.90134e+06 3.86894e+06 3.43749e+06 3.37814e+06 3.16626e+06 9.08285e+06 3.72562e+07 3.0366e+06 1.21124e+07 2.78714e+06 3.60413e+06 2.7556e+06 2.63227e+06 2.71794e+06 2.2294e+06 2.18668e+06 1.79763e+06 1.76165e+06 2.1653e+06 1.71172e+06 1.66347e+06 1.6296e+06 1.72729e+06 1.62323e+06 1.53963e+06 1.42025e+06 1.40428e+06 1.14217e+06 1.07393e+06 949599 923464 821991 734883 695225 616564 512126 438051 428317 248191 threshold=2593.0505000000003 2632.2792750000003 2690.3565000000003 286.09000000000009 0 2773.7250000000004 27.046500000000005 957.78375000000017 14.46815 1266.1895000000002 974.18930000000012 1891.4572200000002 233.74400000000006 104.57750000000001 494.77402000000006 1854.9329420000001 1115.3337000000004 1 1874.1882800000003 2 248.12580000000003 679.93910000000005 1836.963 602.3524450000001 272.04630000000003 123.51250000000002 3 40.301000000000009 168.95750000000001 351.55365000000006 642.48675000000014 787.73500000000001 241.13250000000002 1891.4572200000002 177.27750000000003 53.925750000000008 20.818889000000002 763.31500000000017 4 1097.7209 5 629.11000000000013 1836.963 6 7 608.55210000000022 2.1142500000000006 642.60925000000009 451.28900000000004 184.35900000000001 483.48500000000007 108.68400000000001 8 9 308.63840000000005 10 959.97700000000009 23.922050000000002 2773.7250000000004 484.50915000000003 decision_type=2 2 2 2 9 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 9 2 9 2 2 9 9 2 2 2 2 2 2 2 9 9 2 9 2 2 2 2 left_child=3 8 -3 13 5 7 -7 30 9 35 21 -12 15 25 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49 550 348666 4200 124 124 67 1886 243 4076 8219 8196 50 344466 1643 21212 5948 323254 326 2666 2581 6739 1457 195 131 525 2207 15264 374 3750 302584 57 20670 64 85 64 97 cat_boundaries=0 6 12 18 22 28 34 39 45 52 59 64 cat_threshold=9486848 134217728 67109136 65536 0 2147484682 136314880 0 4096 1073741824 2097152 1 1050624 1208287744 67108880 262656 0 1034 10485760 0 0 33554432 134251008 135530560 67113296 1220608 2098304 1056 1074790528 98308 2415922181 1143079728 4204544 1352668704 67372192 8389632 1048576 38010880 4194304 136414240 32836 35131648 2214592512 16384 1 136086052 67437096 8912896 2152988672 21504 0 2 2684354564 112 8393360 4203521 285251088 2685427785 3 0 0 0 0 2048 is_linear=0 shrinkage=0.01 Tree=148 num_leaves=47 num_cat=5 split_feature=0 1 3 0 6 3 12 10 24 5 3 3 1 24 26 0 5 3 9 9 1 26 1 16 1 3 1 1 7 5 24 0 22 1 0 6 24 3 6 16 12 24 3 10 0 5 split_gain=2.05157e+08 3.45353e+08 8.95015e+07 4.85058e+07 2.15719e+07 1.33758e+07 4.35705e+07 1.32056e+07 9.26175e+06 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1.0000000180025095e-35 1256.4300000000001 13.740500000000003 193.67442750000004 3 148.57200000000003 216.83225000000002 317.83250000000004 77.002449999999996 4 1471.8415000000002 1274.5290000000002 591.40200000000016 7.2831999999999999 decision_type=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 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 left_child=3 21 -3 5 10 11 45 8 29 28 12 18 30 14 -14 40 -17 -15 34 20 -20 22 -2 37 35 26 -26 -27 -10 33 31 -5 -32 -6 43 39 -37 -23 -36 -13 44 -21 -42 -1 -12 -7 right_child=1 2 -4 4 7 6 -8 -9 9 -11 15 24 13 17 -16 16 -18 -19 19 41 -22 23 -24 -25 25 27 -28 -29 -30 -31 32 -33 -34 -35 38 36 -38 -39 -40 -41 42 -43 -44 -45 -46 -47 leaf_value=-0.035984794572995325 0.73971087217330933 15.741601768493652 42.708241119384766 0.63335778073362703 0.50905961093902596 0.30845554062814423 16.841804262876511 10.230804228782654 0.65354268284167272 11.660613686934763 1.8788272069295247 0.1185258951631602 2.7415328048660474 -0.083269772474850401 0.64074109972686299 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12 26 0 25 6 2 2 25 3 24 11 2 5 0 25 3 7 25 5 12 5 7 0 3 25 25 0 26 20 7 16 2 2 5 3 split_gain=2.16193e+08 2.65093e+08 1.43626e+08 4.97179e+07 2.09362e+07 2.2605e+07 3.83318e+07 2.08628e+07 1.91451e+07 1.42108e+07 1.05478e+07 7.3201e+06 6.40004e+06 5.30007e+06 5.97727e+06 4.53596e+06 4.39906e+06 3.98507e+06 9.6509e+06 3.22692e+07 3.80537e+06 3.66822e+06 3.59185e+06 7.13296e+06 4.1232e+06 1.68749e+07 3.38452e+06 3.29906e+06 2.77743e+06 2.72304e+06 2.52685e+06 2.30336e+06 2.20023e+06 2.12187e+06 1.88654e+06 1.91399e+06 1.82515e+06 3.10887e+06 1.73085e+06 1.54739e+06 1.51528e+06 2.57334e+06 1.56318e+06 1.36331e+06 1.21577e+06 1.10976e+06 1.09169e+06 1.07541e+06 959239 826977 708688 699562 697100 512487 threshold=2593.0505000000003 2692.2960000000003 2690.3565000000003 286.09000000000009 0 2773.7250000000004 27.046500000000005 885.78750000000014 957.78375000000017 1347.54114 135.37750000000003 92.246000000000009 1 1874.1882800000003 732.3900000000001 974.18930000000012 652.05450000000008 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268438592 16162946 27456 8 is_linear=0 shrinkage=0.01 Tree=150 num_leaves=46 num_cat=5 split_feature=2 9 0 9 0 1 4 8 11 4 24 13 0 2 6 1 0 13 22 4 11 12 1 8 20 4 5 12 1 3 3 5 1 3 0 5 20 24 24 11 8 0 24 8 24 split_gain=9.64564e+07 1.59154e+08 4.31963e+07 3.10469e+07 8.55841e+07 1.84074e+07 3.16805e+07 1.59174e+07 1.53847e+07 1.44082e+07 1.16721e+07 1.29964e+07 1.06999e+07 8.65902e+06 8.79829e+06 8.13891e+06 7.87388e+06 7.56902e+06 7.53913e+06 6.60066e+06 6.55573e+06 5.86283e+06 5.3536e+06 6.39192e+06 4.79338e+06 4.17011e+06 3.1856e+06 3.17622e+06 4.35682e+07 3.41264e+06 3.14666e+06 3.03229e+06 2.88143e+06 3.12842e+06 2.50417e+06 1.55083e+06 1.71676e+06 1.7744e+06 1.48725e+06 1.46525e+06 1.3774e+06 1.23795e+06 866936 823406 510735 threshold=2593.0505000000003 2724.2674800000009 591.40200000000016 26.246250000000003 1836.963 1891.4572200000002 1876.5445000000002 71.843300000000013 165.89500000000001 174.73500000000004 0 1280.8870000000004 1114.9175000000002 164.49117000000001 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1165 652 85 60 686 4630 697 676 656 331197 3933 2216 328981 1149 2784 cat_boundaries=0 1 2 3 4 5 cat_threshold=3126 2832 520 23 2405 is_linear=0 shrinkage=0.01 Tree=151 num_leaves=45 num_cat=4 split_feature=2 9 26 0 0 1 4 6 8 4 24 13 0 8 2 6 1 26 22 4 11 12 1 8 4 5 12 1 3 3 5 19 5 0 5 9 24 24 11 8 0 26 8 24 split_gain=9.45369e+07 1.55987e+08 4.53338e+07 6.68227e+07 4.23368e+07 1.80411e+07 3.10501e+07 1.59771e+07 1.56006e+07 1.41228e+07 1.14397e+07 1.27377e+07 1.0487e+07 8.65738e+06 8.48604e+06 8.6232e+06 7.97694e+06 8.51136e+06 7.3891e+06 6.46926e+06 6.42527e+06 5.74616e+06 5.24706e+06 6.26472e+06 4.08712e+06 3.1222e+06 3.11301e+06 4.27012e+07 3.34472e+06 3.08404e+06 3.07894e+06 3.00743e+06 2.97195e+06 2.45435e+06 1.52117e+06 1.67911e+06 1.45856e+06 1.45047e+06 1.43609e+06 1.34998e+06 1.21331e+06 913914 807020 500644 threshold=2593.0505000000003 2724.2674800000009 2022.5000000000002 1836.963 591.40200000000016 1891.4572200000002 1876.5445000000002 1520.8892800000003 71.843300000000013 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2113536 2147483650 2102 9437696 0 16 1083392 134479936 67109184 32768 704 32 18 3229646848 98308 2147487809 1179648560 21114368 10486825 137462816 1208254464 169349456 2147483648 21568 1033 433 212141572 1083180064 135794688 1108615169 270548992 2147485185 2 392 20988064 102794002 35652116 135296 4198657 194 1 is_linear=0 shrinkage=0.01 Tree=153 num_leaves=47 num_cat=7 split_feature=3 8 0 25 24 0 16 9 1 1 4 1 6 1 12 25 0 4 0 17 7 6 3 8 3 11 25 9 4 3 4 4 8 3 0 0 7 4 25 1 25 0 19 25 4 13 split_gain=8.17825e+07 1.375e+08 4.88449e+07 2.96658e+07 2.99764e+07 7.49043e+07 2.50771e+07 2.28592e+07 3.31973e+07 1.89365e+07 1.41883e+07 1.29775e+07 9.92723e+06 7.46343e+06 7.27945e+06 7.18569e+06 6.75676e+06 6.02686e+06 5.99332e+06 5.17195e+06 1.79097e+07 7.75651e+06 4.34963e+06 4.00882e+06 3.72492e+06 3.50851e+06 8.89776e+06 4.82539e+07 3.28502e+06 3.21246e+06 7.25622e+06 5.6495e+06 3.12249e+06 3.12104e+06 2.93601e+06 2.70998e+06 2.47113e+06 2.24597e+06 2.75455e+06 1.99432e+06 1.72188e+06 1.18626e+06 1.43593e+06 1.17913e+06 889161 132815 threshold=2692.2960000000003 2877.4750000000008 591.40200000000016 0 1 2773.7250000000004 1907.6205000000002 149.28375000000003 1891.4572200000002 860.12500000000011 1517.5820000000001 117.95700000000001 1913.0125000000005 227.67125000000004 1280.6000000000004 2 2773.7250000000004 1876.5445000000002 104.28351050000001 8.7111010000000011 61.145620500000007 216.83225000000002 476.54200000000009 1329.5732400000002 292.91330000000005 76.483500000000006 3 106.53440000000001 284.42020000000008 745.12500000000011 7.7315000000000014 1517.5820000000001 375.74740000000003 1.7373999999999998 1501.0951200000002 48.900075000000001 2690.3565000000003 243.69500000000002 4 733.23400000000015 5 48.088250000000009 222.42400000000001 6 678.56500000000017 47.39500000000001 decision_type=2 2 2 9 1 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 2 2 9 2 9 2 2 9 2 2 left_child=2 7 11 4 5 9 14 8 28 13 -9 25 15 -4 16 29 17 -5 -14 21 -21 34 -11 -16 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1625 138 86 195 52 360280 10143 142 1605 10080 1555 1469 63 361 92 269 53 50 116 350137 6522 127 63 2461 196 2265 72 86 153 7619 343615 343588 2451 2779 341137 6395 1442 4840 4953 107 internal_count=362650 167 362483 2203 578 217 1625 138 86 195 52 360280 10143 142 1605 10080 1555 1469 63 361 92 269 53 50 116 350137 6522 127 63 2461 196 2265 72 86 153 7619 343615 343588 2451 2779 341137 6395 1442 4840 4953 107 cat_boundaries=0 6 7 13 17 23 29 35 cat_threshold=9437696 134217728 16 1073807360 2113536 2147483648 30 68190208 1073742336 68157760 262656 0 1056 8388608 0 0 1 32768 1208221696 64 0 4194304 1032 3221258244 98324 2147549185 3260023344 21105168 11011176 134562944 295940 34083344 1682964481 6321472 2147483777 is_linear=0 shrinkage=0.01 Tree=154 num_leaves=55 num_cat=13 split_feature=2 7 2 6 3 4 26 4 5 3 4 7 3 2 13 24 5 6 2 25 2 8 25 24 3 8 25 4 3 2 3 25 24 25 4 6 8 5 25 24 7 2 3 24 25 11 3 4 3 25 2 4 13 6 split_gain=8.93714e+07 1.43156e+08 3.06395e+07 2.4021e+07 1.63736e+07 1.50111e+07 1.2694e+07 1.80124e+07 1.01412e+07 9.7052e+06 8.18587e+06 1.03706e+07 2.25684e+07 9.23774e+06 5.67832e+06 5.31782e+06 9.73878e+06 4.75951e+06 4.54579e+06 1.19762e+07 8.42954e+07 5.52611e+06 4.54426e+06 4.23605e+06 1.02828e+07 4.91826e+06 4.19518e+06 4.24266e+06 3.20951e+06 3.00106e+06 2.97377e+06 2.85459e+06 3.39772e+06 4.44411e+06 2.75389e+06 2.38575e+06 2.33507e+06 2.21875e+06 1.9387e+06 1.82333e+06 1.55467e+06 1.81019e+06 1.32293e+06 1.2618e+06 1.09656e+06 1.09262e+06 1.97832e+06 1.04364e+06 709170 595576 554119 527140 191059 20512.6 threshold=2593.0505000000003 2690.3565000000003 520.5395000000002 14.46815 1854.9329420000001 558.69700000000012 2022.5000000000002 7.273200000000001 234.36750000000004 1107.1660000000004 2632.2792750000003 1489.0961200000002 1471.8415000000002 1254.2925000000002 185.31647500000003 0 1530.4632000000001 78.03100000000002 26.254000000000001 1 28.479750000000006 170.41250000000002 2 3 974.18930000000012 818.62500000000011 4 1876.5445000000002 1471.8415000000002 109.30549100000003 1471.8415000000002 5 6 7 82.276700000000019 1913.0125000000005 1926.0125000000005 1530.4632000000001 8 9 375.00750000000005 274.40500000000003 802.00500000000011 10 11 161.36575000000002 745.12500000000011 284.42020000000008 566.70675000000006 12 957.78375000000017 141.82650000000004 19.827500000000004 9.1475000000000026 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 9 1 2 2 9 2 2 2 2 9 1 9 2 2 2 2 9 1 2 2 2 1 9 2 2 2 2 9 2 2 2 2 left_child=2 3 8 6 9 22 7 -2 18 -5 11 15 14 -12 -13 37 -17 28 31 20 -20 -22 23 24 48 39 27 29 40 -19 38 32 33 -1 -27 43 -34 -7 -21 -25 44 -42 50 -28 -10 49 -47 -32 -4 -33 51 -24 -52 -44 right_child=1 -3 5 4 -6 10 -8 -9 17 -11 13 12 -14 -15 -16 16 -18 26 19 30 21 -23 42 25 -26 34 35 -29 -30 -31 47 45 36 -35 -36 -37 -38 -39 -40 -41 41 -43 53 -45 -46 46 -48 -49 -50 -51 52 -53 -54 -55 leaf_value=0.63283939296143465 14.419978223164875 24.446909922006967 1.300965725208066 -1.5625449011666432 -8.4349788533086354 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23 223 30 24 440 20 22 25 21 31 25 203 24 315 22 10332 281 20 320 157 21 28 209 32 24 370 21 39998 30792 10178 55 33 29 28 10823 790 157 28 21 818 1968 1458 20 20 23 249769 153 65 28 20 leaf_count=1914 30 37 97 35 23 223 30 24 440 20 22 25 21 31 25 203 24 315 22 10332 281 20 320 157 21 28 209 32 24 370 21 39998 30792 10178 55 33 29 28 10823 790 157 28 21 818 1968 1458 20 20 23 249769 153 65 28 20 internal_value=0 6.69952 -0.0038333 2.6461 -1.34995 1.12706 6.35672 9.25422 -0.0113083 1.61288 2.49191 2.85423 6.42038 -1.26112 2.76657 2.32453 3.41665 0.466163 -0.0172069 0.123671 2.00551 0.686486 0.664945 1.0244 2.61925 0.782993 0.865564 1.45237 0.194961 1.30636 0.0940032 -0.0262791 0.0498575 0.191848 3.12471 0.45069 -0.00589378 1.15471 0.0888331 0.58602 0.16127 1.04468 -0.0446477 0.3699 0.0934 -0.0374978 0.233702 2.7846 1.6753 -0.0388823 0.0802653 0.294802 -0.37607 -1.77995 internal_weight=0 199 362451 162 78 2380 84 54 360071 55 602 549 71 53 50 478 227 4394 355677 21519 323 301 1778 1171 141 1030 1777 717 2617 685 21196 334158 42913 12092 83 1060 30821 251 21155 947 2593 185 607 1027 2408 291245 1478 41 120 289767 566 385 181 41 internal_count=362650 199 362451 162 78 2380 84 54 360071 55 602 549 71 53 50 478 227 4394 355677 21519 323 301 1778 1171 141 1030 1777 717 2617 685 21196 334158 42913 12092 83 1060 30821 251 21155 947 2593 185 607 1027 2408 291245 1478 41 120 289767 566 385 181 41 cat_boundaries=0 1 7 13 14 20 27 28 33 39 40 41 47 53 cat_threshold=697 8388608 0 67108864 0 0 1056 1345024 134579200 1052944 1141899265 2113536 2147483649 16 70551040 134218816 0 67108864 4096 1 3222306816 98308 4177 1111556656 20975105 11010633 1 7 1048576 0 0 1073807392 2048 134254084 134480960 134222080 34865152 1075856512 2147483648 129 196 8716288 1074036832 524816 2147483648 0 8 536870916 1224736816 2156990212 2216698880 268578832 1611685920 is_linear=0 shrinkage=0.01 Tree=155 num_leaves=56 num_cat=10 split_feature=3 2 10 0 25 0 3 25 2 5 1 2 5 22 2 0 5 25 1 6 2 1 9 25 10 7 0 0 11 3 20 15 25 25 9 11 26 0 25 2 6 5 16 1 25 7 26 9 25 6 1 2 9 25 7 split_gain=1.19479e+08 2.39192e+08 1.1884e+08 4.61268e+07 3.51188e+07 5.8451e+07 1.25794e+07 1.0988e+07 1.07903e+07 1.93623e+07 9.04249e+06 8.86956e+06 8.10343e+06 8.21837e+06 7.30364e+06 1.02804e+07 7.01234e+06 6.06806e+06 1.681e+07 4.79456e+06 4.35436e+06 4.05188e+06 3.96185e+06 1.58435e+07 5.26637e+07 3.31297e+06 3.22004e+06 2.77719e+06 2.61439e+06 2.74495e+06 2.14063e+06 2.43525e+06 2.12143e+06 1.93745e+06 1.82209e+06 1.78325e+06 1.70212e+06 1.48483e+06 1.46501e+06 1.96484e+06 1.47886e+06 1.45572e+06 1.38975e+06 1.73417e+06 1.29587e+06 1.91217e+06 1.25891e+06 1.23053e+06 1.10694e+06 1.02036e+06 914734 833203 821556 820268 556066 threshold=2692.2960000000003 2593.0505000000003 152.20455000000001 635.67100000000016 0 2773.7250000000004 92.246000000000009 1 957.78375000000017 461.00700000000006 423.81250000000006 1254.2925000000002 2763.7525000000005 8.6540000000000017 159.89800000000002 1114.9175000000002 215.61057000000002 2 1461.4925000000003 797.20500000000004 249.90350000000004 171.78100000000003 383.33200000000005 3 241.39650000000003 32.999700000000011 1836.963 38.467748000000007 380.94000000000005 191.28750000000002 16.252921000000004 317.80375000000009 4 5 1103.8800000000003 265.63100000000003 2022.5000000000002 24.190470000000001 6 1800.6974500000001 1118.3050000000001 350.27250000000004 854.93650000000014 36.404000000000003 7 2690.3565000000003 2022.5000000000002 277.38965000000007 8 29.942100000000007 423.81250000000006 484.73415000000006 2724.2674800000009 9 94.205300000000022 decision_type=2 2 2 2 9 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 2 2 9 9 2 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2 9 2 left_child=3 11 -3 6 5 8 22 12 14 -10 20 19 13 21 15 -5 -15 18 47 37 33 -6 27 24 49 26 51 44 48 -30 34 -32 50 35 -27 -8 -28 -2 39 -22 -40 -16 52 -44 46 -46 -1 -12 -19 -24 -29 -9 -25 -34 -35 right_child=1 2 -4 4 7 -7 10 25 9 -11 17 -13 -14 16 41 -17 -18 28 -20 -21 38 -23 23 42 -26 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0.748343 1.21778 0.502935 -0.347461 0.172839 1.85841 -0.0315063 -0.0363804 0.0485057 1.69863 0.433944 0.666004 0.227377 0.0717004 0.102582 -0.000261538 0.0106967 internal_weight=0 177 45 363469 2068 223 361401 1845 200 43 11376 132 978 949 157 98 43 1045 264 93 10331 906 350025 1258 108 867 616 348767 781 165 251 40 16573 8953 211 4042 82 67 1378 449 929 59 1150 47 332194 313121 19073 235 616 84 7372 534 1103 9201 4911 internal_count=363646 177 45 363469 2068 223 361401 1845 200 43 11376 132 978 949 157 98 43 1045 264 93 10331 906 350025 1258 108 867 616 348767 781 165 251 40 16573 8953 211 4042 82 67 1378 449 929 59 1150 47 332194 313121 19073 235 616 84 7372 534 1103 9201 4911 cat_boundaries=0 3 9 15 22 28 34 40 46 50 57 cat_threshold=9437696 0 16 295936 134217728 67112960 1073741824 2113536 2147484674 134218752 134217792 135266576 0 0 2147483649 8389632 262148 0 0 0 1024 2 143952384 1209304644 68161856 1107460608 2097729 96 137463328 1074103296 528641 2248212480 2098177 1024 3506176 262144 0 0 1024 2147483648 2685403136 65540 2147485761 1147404592 272763392 279467048 1049088 263168 0 1073741824 69288996 10486058 438895104 1048705 86272 2147483779 2 is_linear=0 shrinkage=0.01 Tree=156 num_leaves=50 num_cat=0 split_feature=3 2 10 1 2 3 2 1 26 2 6 9 3 9 10 26 4 8 6 4 9 15 15 13 1 1 13 4 17 3 8 11 14 3 21 19 2 18 8 26 4 15 1 2 11 4 6 2 6 split_gain=1.17101e+08 2.34432e+08 1.16475e+08 3.37772e+07 9.49649e+06 8.78875e+06 8.69306e+06 7.72925e+06 1.43551e+07 6.92671e+06 4.69915e+06 4.67742e+06 6.47523e+06 4.34894e+06 4.11344e+06 4.00072e+06 3.31674e+06 3.27506e+06 3.71523e+06 5.33459e+06 3.02502e+06 6.86138e+06 4.2354e+07 2.94281e+06 2.76854e+06 2.60683e+06 2.27873e+06 2.25855e+06 2.06907e+06 1.96446e+06 1.93663e+06 1.79207e+06 1.62749e+06 3.54251e+06 1.45186e+06 1.43305e+06 2.50719e+06 1.40741e+06 1.39506e+06 1.37177e+06 1.29155e+06 1.14175e+06 1.01902e+06 920989 851361 828627 803858 670643 598208 threshold=2692.2960000000003 2593.0505000000003 152.20455000000001 355.00374000000005 484.73415000000006 141.98700000000005 1254.2925000000002 2779.5510000000008 2022.5000000000002 249.90350000000004 797.20500000000004 732.3900000000001 1854.9329420000001 887.33690000000013 484.50915000000003 2022.5000000000002 2632.2792750000003 818.62500000000011 415.75000000000006 678.56500000000017 351.16025000000008 4.5657500000000004 19.653093000000005 683.01949999999999 2779.5510000000008 367.53225000000003 889.25750000000005 179.27000000000001 1268.0600000000002 152.59975000000003 50.85067500000001 192.02450000000002 428.25000000000006 96.837500000000006 310.02925000000005 148.61175000000003 257.07623000000007 300.47150000000005 1128.2175000000002 2022.5000000000002 45.090000000000011 521.50900000000013 25.327700000000004 322.86800000000011 442.10084200000006 451.28900000000004 17.806250000000006 215.24100000000001 21.138500000000004 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 left_child=3 6 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1.11538e+07 9.40855e+06 1.02525e+07 7.70754e+06 6.59907e+06 6.47659e+06 5.68773e+06 5.24401e+06 5.11641e+06 4.25264e+06 3.85035e+06 3.91653e+06 9.1935e+06 3.46553e+06 3.41088e+06 7.91018e+06 4.56091e+07 3.18906e+06 2.74335e+06 2.57487e+06 2.22263e+06 1.76523e+06 1.74813e+06 1.65314e+06 1.52299e+06 1.51726e+06 1.30017e+06 1.14287e+06 1.10562e+06 912544 838679 528269 5533.91 threshold=2773.7250000000004 2593.0505000000003 2632.2792750000003 635.67100000000016 0 27.046500000000005 2022.5000000000002 2871.8940000000007 483.99125000000009 1 12.837500000000002 1444.3300000000002 87.006000000000014 1092.2600000000002 1329.5732400000002 543.29875000000015 1.0000000180025095e-35 1874.1882800000003 1800.6974500000001 336.52839300000005 1501.0951200000002 603.25250000000017 2 1444.3300000000002 135.58212499999999 3 28.908000000000005 4 155.80725000000004 192.11889000000002 972.56475000000012 5 548.50000000000011 903.12057500000003 6 1541.2800000000002 1926.0125000000005 988.99750000000006 1114.9175000000002 7 987.12000000000012 2593.0505000000003 536.17500000000007 669.1825 19.680828000000002 decision_type=2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 9 2 2 2 1 2 2 9 2 2 2 2 9 2 2 2 2 2 left_child=3 5 -3 7 9 6 -2 12 44 10 37 16 26 22 32 25 43 31 19 -7 -18 38 33 30 -25 29 34 28 -28 -14 -24 -17 -15 40 36 -29 -1 -5 -12 -27 -6 -36 -35 -11 -9 right_child=1 2 -4 4 13 18 -8 8 -10 11 21 -13 15 14 -16 17 20 -19 -20 -21 -22 -23 23 24 -26 39 27 35 -30 -31 -32 -33 -34 42 41 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 leaf_value=0.043967405803138918 11.717822399139404 -2.7059029697236561 33.560704536437989 9.157918041229248 -0.22671973231567105 1.4637425226914256 0.66820131301879881 -0.4753777972511623 16.682283046722411 -1.0562739183685996 1.8735423712894834 7.9427395343780516 0.27917811216586758 -0.40682484763009208 8.9921914870398378 1.888462190224385 1.6691168107377723 6.210232368045383 5.0557343637375611 -4.3001331311685069 6.9310770548944891 5.9927242021560669 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0.615821 0.949681 3.50643 0.226428 -0.0227822 0.124616 1.68768 0.402668 0.80923 1.18842 1.60281 -0.156871 -0.0294178 0.0907996 0.0462446 10.8082 0.520791 0.0641725 -0.364597 -0.03634 1.74311 -0.716193 -0.369591 internal_weight=0 203 51 363443 1958 152 66 361485 63 392 134 258 361422 1566 85 12690 226 553 86 65 117 69 1481 1027 57 12137 348732 15023 307 5804 970 526 57 454 333709 14716 27970 65 49 6333 410 305739 44 109 43 internal_count=363646 203 51 363443 1958 152 66 361485 63 392 134 258 361422 1566 85 12690 226 553 86 65 117 69 1481 1027 57 12137 348732 15023 307 5804 970 526 57 454 333709 14716 27970 65 49 6333 410 305739 44 109 43 cat_boundaries=0 6 7 8 14 20 21 28 35 cat_threshold=1049088 134217728 4112 0 16384 2147483648 54 657 211864580 142901824 202899792 1107296768 2097729 1058 8388608 1048576 0 262656 0 1024 2357 2684354560 360452 6208 3292791088 134656 279467560 1 5571104 1073743112 33624576 1179649 20736 2147484225 2 is_linear=0 shrinkage=0.01 Tree=158 num_leaves=50 num_cat=12 split_feature=3 2 10 0 25 0 3 8 2 2 5 22 8 3 2 5 25 9 17 25 5 7 6 2 0 9 25 10 8 0 8 25 25 24 18 24 3 24 0 7 25 7 26 8 5 6 16 25 25 split_gain=1.13044e+08 2.26682e+08 1.14275e+08 4.3828e+07 3.41958e+07 6.18044e+07 1.19443e+07 1.07849e+07 1.02048e+07 8.4563e+06 8.42082e+06 7.62574e+06 8.96672e+06 7.272e+06 7.18431e+06 6.59785e+06 6.00217e+06 5.25298e+06 5.61918e+06 4.85977e+06 7.82832e+06 4.95969e+06 4.62612e+06 4.47764e+06 8.0956e+06 3.78926e+06 1.55125e+07 5.14115e+07 3.15967e+06 2.65642e+06 2.5018e+06 2.38573e+06 2.27718e+06 2.4681e+06 1.98159e+06 1.69836e+06 1.49775e+06 3.19999e+06 1.47758e+06 1.36083e+06 1.28785e+06 1.99786e+06 1.38887e+06 1.04227e+06 1.02312e+06 998069 907998 785714 577828 threshold=2692.2960000000003 2593.0505000000003 152.20455000000001 635.67100000000016 0 2773.7250000000004 92.246000000000009 1329.5732400000002 957.78375000000017 1254.2925000000002 483.99125000000009 8.6540000000000017 145.83500000000001 292.91330000000005 249.90350000000004 2763.7525000000005 1 636.6312200000001 42.228000000000009 2 1874.1882800000003 608.55210000000022 797.20500000000004 159.89800000000002 988.99750000000006 383.33200000000005 3 241.39650000000003 360.19070000000005 13.740500000000003 1548.5050000000003 4 5 6 1160.0500000000002 7 566.70675000000006 8 24.190470000000001 188.74200000000005 9 2690.3565000000003 2022.5000000000002 514.22900000000016 178.239 29.942100000000007 854.93650000000014 10 11 decision_type=2 2 2 2 9 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 9 9 1 2 1 2 1 2 2 9 2 2 2 2 2 2 9 9 left_child=3 9 -3 6 5 8 25 11 23 22 -10 15 -13 -9 31 16 -6 -15 -19 20 21 -16 38 24 -5 29 27 45 -25 40 35 36 33 -31 46 -21 39 -38 -2 -8 42 -42 -1 48 -45 -27 -28 -34 -33 right_child=1 2 -4 4 7 -7 14 13 10 -11 -12 12 -14 17 19 -17 -18 18 -20 30 -22 -23 -24 28 -26 26 34 -29 -30 32 -32 43 47 -35 -36 -37 37 -39 -40 -41 41 -43 -44 44 -46 -47 -48 -49 -50 leaf_value=0.12924259381888895 2.352532297372818 43.665685924183236 11.786475060504415 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internal_count=363646 177 45 363469 2068 219 361401 1849 194 132 40 1723 50 126 11376 1673 1653 101 74 1914 982 959 93 154 96 350025 1258 108 58 348767 932 9462 28862 10691 1150 909 3954 497 67 3457 319905 300518 19387 5508 139 84 1123 18171 5369 cat_boundaries=0 6 12 18 25 31 37 38 39 40 46 53 60 cat_threshold=9437696 0 0 0 0 1024 134513664 1024 16 1073741824 2114560 3 203801600 142606336 134218000 0 1024 2147483650 8389632 262148 0 0 0 1024 2 136414240 1208320064 528721 2248147456 2098177 1024 143706624 1209304644 68161856 1107460096 2097729 1120 30 2850 288 2685403136 65540 2147485761 3294888240 4327937 279467048 73729060 8390952 168362512 513 1073762564 2147483779 2 85197444 67109928 244318212 1610612737 272630016 2147484229 2 is_linear=0 shrinkage=0.01 Tree=159 num_leaves=52 num_cat=13 split_feature=3 2 10 0 25 0 8 3 4 1 4 3 1 2 22 8 24 5 25 1 1 0 6 9 2 12 9 25 10 0 11 3 25 24 24 8 18 24 25 25 11 6 0 25 10 24 6 11 25 3 8 split_gain=1.10795e+08 2.22171e+08 1.12001e+08 4.29595e+07 3.34251e+07 5.61425e+07 1.25106e+07 1.1709e+07 1.16373e+07 2.68668e+07 9.12605e+06 1.09115e+07 8.53388e+06 8.28802e+06 7.55408e+06 8.78829e+06 6.49249e+06 1.02358e+07 5.94866e+06 1.63723e+07 5.8845e+06 5.55345e+06 4.53406e+06 4.5148e+06 4.03419e+06 3.86462e+06 3.71385e+06 1.52038e+07 5.03884e+07 2.60362e+06 2.50019e+06 4.57867e+06 2.23197e+06 2.41912e+06 2.01104e+06 1.98653e+06 1.94216e+06 1.86042e+06 1.8453e+06 1.74232e+06 1.71115e+06 1.5906e+06 1.44817e+06 1.27596e+06 1.76886e+06 1.05159e+06 978208 899350 770271 609929 474029 threshold=2692.2960000000003 2593.0505000000003 152.20455000000001 635.67100000000016 0 2773.7250000000004 1329.5732400000002 92.246000000000009 20.826328500000006 786.48464000000001 1115.3337000000004 407.24088000000006 423.81250000000006 1254.2925000000002 8.6540000000000017 145.83500000000001 1 1530.4632000000001 2 1461.4925000000003 14.954500000000001 2773.7250000000004 797.20500000000004 981.55950000000007 249.90350000000004 977.87575000000004 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124 63 11376 132 1721 50 1671 1018 1045 264 60 653 93 120 10331 61 350025 1258 108 348767 781 184 28862 10691 1378 235 1150 597 8953 1103 4042 96 67 319905 299833 20072 84 1123 18171 275 4911 cat_boundaries=0 3 4 10 17 23 24 25 26 32 39 45 46 53 cat_threshold=9437696 0 16 2705 134218752 134217792 135266576 0 0 2147483649 8389632 262148 0 0 0 1024 2 143706624 1209304644 68161856 1107460096 2097729 1120 30 137 369 137463328 1074103296 528641 2248212480 2098177 1024 136315396 32832 1577472 1073741825 0 1 2 2685403136 65540 2147485761 3294888240 272763392 279467048 1 73729060 8390952 436797968 513 1073762564 2147483779 2 is_linear=0 shrinkage=0.01 Tree=160 num_leaves=49 num_cat=5 split_feature=1 0 1 9 7 18 0 15 5 16 3 3 4 0 25 1 26 13 0 12 4 3 8 11 3 9 9 1 25 0 0 4 9 8 0 25 25 25 5 7 22 3 26 8 1 26 3 5 split_gain=6.64332e+07 1.01439e+08 3.59479e+07 3.28763e+07 2.88262e+07 3.12891e+07 1.535e+07 9.22659e+06 8.62323e+06 8.50581e+06 9.51326e+06 1.63717e+07 7.81141e+06 7.2829e+06 7.0815e+06 5.98999e+06 5.4352e+06 5.1562e+06 5.03158e+06 4.79769e+06 7.52006e+06 4.40691e+06 4.32119e+06 3.05915e+06 2.90639e+06 2.77433e+06 9.62335e+06 3.67288e+07 2.6682e+06 6.17948e+06 5.20875e+06 3.06348e+06 2.51849e+06 5.27612e+06 4.13174e+06 2.40182e+06 2.39721e+06 2.20834e+06 2.25058e+06 1.87339e+06 1.76935e+06 1.75721e+06 1.53003e+06 1.45444e+06 727004 646852 634775 90756.3 threshold=2779.5510000000008 2773.7250000000004 270.00500000000005 85.335000000000022 1489.0961200000002 321.88825000000003 885.78750000000014 857.77150000000006 1.8942000000000003 384.53275000000002 1107.1660000000004 507.85850000000005 2632.2792750000003 87.006000000000014 0 1097.7209 2022.5000000000002 65.748500000000007 1836.963 729.25800000000015 536.17500000000007 1278.9218000000003 170.41250000000002 301.05075000000005 2692.2960000000003 383.33200000000005 406.08214000000004 14.503750000000002 1 2773.7250000000004 1266.1895000000002 83.694444500000017 679.93910000000005 652.05450000000008 474.32500000000005 2 3 4 992.2919965000001 2690.3565000000003 1.0000000180025095e-35 28.443000000000001 2022.5000000000002 998.8850000000001 248.12580000000003 2022.5000000000002 187.20800000000003 45.455100000000009 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 9 2 2 2 2 2 2 9 9 9 2 2 2 2 2 2 2 2 2 2 left_child=2 9 13 -3 6 7 12 15 16 10 11 45 14 24 21 17 18 -6 -8 23 -21 -4 28 -10 25 39 27 -27 30 40 42 -32 37 46 -35 -28 -16 38 -24 41 -30 -1 -15 -17 -39 -2 -34 -26 right_child=1 3 4 -5 5 -7 8 -9 19 -11 -12 -13 -14 22 36 43 -18 -19 -20 20 -22 -23 32 -25 47 26 35 -29 29 -31 31 -33 33 34 -36 -37 -38 44 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 leaf_value=-0.031169883135429489 -1.4604596783564643 27.514894825328479 1.0030437455742358 10.905106449493994 5.545501996928996 13.78655328154564 3.5757061772207615 8.5696583689814041 1.4369636057955879 7.5702922229766845 -4.2237752619097311 10.146482261657715 6.5818623165857231 0.46386408946694269 0.44478223242751569 -2.8728217663972275 0.61361442816884892 -0.47711863563174289 7.4419943775177 8.6114985257103331 1.6112935621696607 4.0344638439178464 0.98759331983045318 -0.90029343060084754 2.0691684232439314 -0.29308345746994019 0.89191539710397882 15.53169002532959 0.028697726113793905 -4.2148058924955478 3.008638421708504 -0.37719047604288369 -0.71717392994807316 1.4782569436465993 6.3392493878470537 -0.100462036486346 -0.099726018984746631 0.19774841431352902 3.9109130368913925 2.4323378261443107 0.92893903610980622 0.073896914360633739 0.052177167776265958 0.61162864608764655 1.7864707454045614 0.60949215359157993 1.1112785844867294 2.9511611571311951 leaf_weight=327662 26 22 1173 26 44 32 103 23 168 20 31 20 21 2202 2042 23 38 21 50 21 57 50 443 84 28 55 352 20 6426 34 113 35 39 34 36 747 1334 722 28 31 226 16731 1530 25 30 36 37 20 leaf_count=327662 26 22 1173 26 44 32 103 23 168 20 31 20 21 2202 2042 23 38 21 50 21 57 50 443 84 28 55 352 20 6426 34 113 35 39 34 36 747 1334 722 28 31 226 16731 1530 25 30 36 37 20 internal_value=0 6.05651 -0.00333491 18.5179 0.813492 4.8897 0.680288 2.79633 2.30746 1.55916 0.495242 2.27926 0.496791 -0.0154623 0.469005 1.62122 3.99851 3.59973 4.8392 1.3287 3.49596 1.11784 0.227405 0.657878 -0.0238484 -0.0241902 0.461105 3.92686 0.158914 0.0374923 0.367104 2.20794 0.756026 1.99741 3.9782 0.224589 0.229965 0.607831 1.13723 -0.0258444 0.0592832 -0.0260656 0.295086 -1.058 0.257701 -0.258552 0.172994 2.43667 internal_weight=0 181 362890 48 5309 168 5141 136 521 133 113 82 4620 357581 4599 113 191 65 153 330 78 1223 11935 252 345646 345598 1174 75 10566 6686 3880 148 1369 146 70 1099 3376 1223 471 344424 6652 344393 3732 48 752 62 76 48 internal_count=363071 181 362890 48 5309 168 5141 136 521 133 113 82 4620 357581 4599 113 191 65 153 330 78 1223 11935 252 345646 345598 1174 75 10566 6686 3880 148 1369 146 70 1099 3376 1223 471 344424 6652 344393 3732 48 752 62 76 48 cat_boundaries=0 6 12 18 24 30 cat_threshold=50304 1082130944 67108944 327680 16384 1027 137398784 8650756 1573200 1078263809 4212289 104 0 327780 1052672 1147142144 2098176 1025 70320676 296000 135795456 72351744 2101248 2147483648 203719172 263232 0 0 4096 2147483648 is_linear=0 shrinkage=0.01 Tree=161 num_leaves=44 num_cat=9 split_feature=2 9 1 0 4 9 0 11 2 11 25 1 16 7 25 0 0 4 25 5 13 4 0 24 0 25 24 9 0 0 8 2 0 25 24 5 4 8 10 9 24 4 5 split_gain=7.16387e+07 1.50624e+08 3.42872e+07 2.56745e+07 4.67031e+07 2.14333e+07 2.72609e+07 2.15298e+07 1.60148e+07 9.79418e+06 8.49086e+06 7.13865e+06 7.09254e+06 6.87475e+06 6.58505e+06 1.08471e+07 5.19873e+06 7.06495e+06 3.83572e+06 1.01714e+07 3.91092e+06 3.69283e+06 3.25909e+06 3.23111e+06 3.16475e+06 3.7406e+06 8.98303e+06 4.75585e+07 3.77301e+06 2.1253e+06 1.89614e+06 1.80939e+06 1.54467e+06 1.41643e+06 1.26424e+06 1.66104e+06 1.11325e+06 787170 791506 724452 451411 681955 151928 threshold=2593.0505000000003 2724.2674800000009 262.36100000000005 2773.7250000000004 284.42020000000008 27.533855000000006 1266.1895000000002 364.35250000000002 484.73415000000006 1962.6297000000002 0 1891.4572200000002 30.891250000000003 104.01000000000001 1 988.99750000000006 1501.0951200000002 586.56060000000014 2 1530.4632000000001 1099.5287500000002 1876.5445000000002 1836.963 3 4.4014000000000015 4 5 300.85418000000004 2773.7250000000004 1836.963 1548.5050000000003 669.1825 1836.963 6 7 209.25250000000003 362.02000000000004 1926.0125000000005 1797.2975000000001 981.55950000000007 8 970.01225000000011 1287.5327000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 9 2 2 2 2 1 2 9 1 2 2 2 2 2 2 9 1 2 2 2 2 2 1 2 2 left_child=2 5 13 8 -5 6 36 -7 10 14 21 -6 -11 24 15 -10 18 -18 19 20 -15 23 -16 -4 33 26 27 -26 31 -28 32 -27 -12 40 39 -36 -2 38 -35 -20 41 -1 -42 right_child=1 -3 3 4 11 7 -8 -9 9 12 30 -13 -14 16 22 -17 17 -19 34 -21 -22 -23 -24 -25 25 28 29 -29 -30 -31 -32 -33 -34 37 35 -37 -38 -39 -40 -41 42 -43 -44 leaf_value=0.24102545753241306 1.0035145808201211 29.483790524800622 1.4656940463446031 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2954 21 20 1509 528 108 28 20 1022 27 27 24 29 671 918 34727 4276 21 32 43 23 128 21 305702 4170 773 21 41 39 22 1757 27 23 internal_value=0 5.98297 -0.00360822 0.776281 6.97613 2.77831 5.44875 -1.78198 0.701679 1.80634 0.437368 0.617238 6.66027 -0.0157239 1.61581 2.49055 0.281862 3.56245 0.261005 0.700612 0.598141 1.06887 0.83063 1.00986 -0.0221892 0.0613475 0.309723 1.1912 0.023818 0.11577 0.132567 0.0269759 0.110897 -0.0330219 0.144826 0.211619 1.80143 -0.0354059 -0.0355929 -0.170421 0.158744 0.261169 0.0419865 internal_weight=0 200 362871 5551 66 176 111 65 5485 1059 4426 42 40 357320 1019 462 7598 48 7550 1563 1536 1428 557 1404 349722 40145 5258 939 34887 4319 2998 34855 2975 309577 5987 4943 72 305782 305741 1044 3795 2015 1780 internal_count=363071 200 362871 5551 66 176 111 65 5485 1059 4426 42 40 357320 1019 462 7598 48 7550 1563 1536 1428 557 1404 349722 40145 5258 939 34887 4319 2998 34855 2975 309577 5987 4943 72 305782 305741 1044 3795 2015 1780 cat_boundaries=0 6 12 18 19 25 26 32 33 34 cat_threshold=68208288 1082130944 67108944 512 20480 1025 32768 0 4112 1073741824 0 2147483648 70369280 262208 64 1 64 1024 318 9472512 4 80 1078034432 4194945 1128 18 0 65540 0 4210720 21006336 276824072 200 2141 is_linear=0 shrinkage=0.01 Tree=162 num_leaves=44 num_cat=11 split_feature=2 9 0 9 0 11 25 0 2 1 6 24 4 1 6 20 0 8 6 8 24 25 4 3 3 4 2 6 8 7 25 9 24 4 0 3 24 6 4 25 25 25 25 split_gain=7.02131e+07 1.47627e+08 3.36291e+07 2.10067e+07 2.67184e+07 2.11013e+07 1.85803e+07 2.47154e+07 3.87454e+07 8.84372e+06 8.84822e+06 8.78994e+06 8.77827e+06 7.46083e+06 6.42297e+06 5.97982e+06 5.41642e+06 5.0914e+06 5.8429e+06 4.9629e+06 3.99755e+06 3.57107e+06 4.85233e+06 5.38693e+06 3.54287e+06 3.43343e+06 3.31789e+06 3.32849e+06 3.17822e+06 2.60325e+06 7.02452e+06 4.53103e+07 2.33391e+06 2.27321e+06 1.8792e+06 1.77259e+06 1.71279e+06 1.58427e+06 1.57225e+06 1.42649e+06 1.0104e+06 927049 389752 threshold=2593.0505000000003 2724.2674800000009 332.68500000000006 27.533855000000006 1266.1895000000002 364.35250000000002 0 2773.7250000000004 27.046500000000005 677.74500000000012 1118.3050000000001 1 14.956000000000001 69.872000000000014 543.33000000000004 901.95352500000001 2773.7250000000004 253.13250000000002 1913.0125000000005 483.75000000000006 2 3 1291.5535000000002 745.12500000000011 2692.2960000000003 861.89750000000015 1092.7150000000004 1295.575 1926.0125000000005 27.905000000000005 4 222.41800000000003 5 1876.5445000000002 3.3935000000000004 141.98700000000005 6 156.02740000000003 45.090000000000011 7 8 9 10 decision_type=2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 9 2 1 2 2 2 1 2 2 9 9 9 9 left_child=2 3 13 4 35 -5 7 9 -9 10 20 12 -11 24 -13 16 26 21 28 -12 -4 22 23 -15 29 -10 33 -28 32 39 31 -31 -19 -8 41 -2 -36 -32 -18 42 -41 -23 -1 right_child=1 -3 6 5 -6 -7 15 8 25 11 19 14 -14 17 -16 -17 38 18 -20 -21 -22 34 -24 -25 -26 -27 27 -29 -30 30 37 -33 -34 -35 36 -37 -38 -39 -40 40 -42 -43 -44 leaf_value=0.1636246973687325 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252633 3375 10005 leaf_count=3411 48 24 629 27 39 38 2386 27 23 65 45 161 79 1492 141 22 38 276 21 44 707 2405 23 69 46 33 86 20 24 347 12625 20 683 21 3008 24 2254 1242 20 64365 252633 3375 10005 internal_value=0 5.92314 -0.0035716 2.75053 5.39427 -1.76416 0.851016 1.58444 6.93228 1.35567 0.971042 2.58458 4.56588 -0.014416 1.44095 0.2911 0.2478 0.215053 0.900442 4.02406 0.76766 0.160552 0.603102 0.539727 -0.0234898 2.18813 0.317531 2.04902 0.78894 -0.0238601 0.108555 1.45547 0.698988 0.241279 0.096434 1.78341 0.233247 0.071806 -2.77346 -0.0295645 -0.0338389 -0.0279515 0.0714046 internal_weight=0 200 362871 176 111 65 4547 1954 83 1871 1425 446 144 358324 302 2593 2571 13630 1004 89 1336 12626 1584 1561 344694 56 2513 106 983 344648 14234 367 959 2407 11042 72 5262 13867 58 330414 316998 5780 13416 internal_count=363071 200 362871 176 111 65 4547 1954 83 1871 1425 446 144 358324 302 2593 2571 13630 1004 89 1336 12626 1584 1561 344694 56 2513 106 983 344648 14234 367 959 2407 11042 72 5262 13867 58 330414 316998 5780 13416 cat_boundaries=0 6 7 8 14 20 21 22 28 35 41 47 cat_threshold=9487872 142606848 67108880 1078001664 16384 1027 84 753 1081472 262144 80 294912 128 1058 8390656 135266304 0 512 0 1024 263 380 2147483648 98308 268501184 6365472 21138960 1352681000 1074839556 17039472 7700 3322953728 268447872 537395265 3 2445824 1073775660 34345728 609223169 29952 640 0 65540 0 4194336 4196352 276824072 is_linear=0 shrinkage=0.01 Tree=163 num_leaves=47 num_cat=4 split_feature=1 0 1 9 7 18 0 24 3 0 15 16 3 3 4 0 1 3 13 0 24 3 24 0 7 0 26 0 13 3 9 9 1 1 10 26 24 12 6 12 7 3 3 26 0 5 split_gain=6.31212e+07 9.68e+07 3.3893e+07 3.22898e+07 2.75114e+07 3.04583e+07 1.44622e+07 1.03782e+07 1.42939e+07 9.38508e+06 8.9937e+06 8.29184e+06 9.41561e+06 1.59174e+07 7.57263e+06 6.90581e+06 5.97288e+06 5.34475e+06 5.01462e+06 4.93533e+06 4.54746e+06 3.78701e+06 3.50302e+06 1.04934e+07 4.55703e+06 5.44783e+06 5.47722e+06 4.17713e+06 3.89695e+06 2.78061e+06 2.66595e+06 9.41605e+06 3.59282e+07 2.2187e+06 2.17039e+06 2.18477e+06 2.15366e+06 2.01919e+06 3.2698e+06 2.44297e+06 1.82373e+06 1.689e+06 904716 639940 419485 88053 threshold=2779.5510000000008 2773.7250000000004 270.00500000000005 85.335000000000022 1489.0961200000002 321.88825000000003 885.78750000000014 0 15.004890000000001 1114.9175000000002 857.77150000000006 384.53275000000002 1107.1660000000004 507.85850000000005 2632.2792750000003 87.006000000000014 1097.7209 407.24088000000006 65.748500000000007 175.70850000000002 1 1471.8415000000002 2 1266.1895000000002 244.53950000000003 2773.7250000000004 2022.5000000000002 1501.0951200000002 1280.8870000000004 2692.2960000000003 383.33200000000005 406.08214000000004 14.503750000000002 90.42110000000001 686.95125000000019 2022.5000000000002 3 679.73250000000019 889.19240000000013 1280.6000000000004 2690.3565000000003 28.443000000000001 1471.8415000000002 2022.5000000000002 1836.963 45.455100000000009 decision_type=2 2 2 2 2 2 2 1 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 1 2 2 2 2 2 2 2 2 2 left_child=2 11 15 -3 6 10 14 8 9 -8 16 12 13 43 19 29 18 -10 -6 21 -21 -4 23 34 25 33 -27 28 -26 30 40 32 -32 -24 35 -17 -33 38 -9 -39 41 -1 -18 -2 -25 -31 right_child=1 3 4 -5 5 -7 7 37 17 -11 -12 -13 -14 -15 -16 22 42 -19 -20 20 -22 -23 24 44 27 26 -28 -29 -30 45 31 36 -34 -35 -36 -37 -38 39 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=-0.030367579490978774 -1.4631407150855433 26.993140730424361 0.18994999463293125 10.532174022014324 5.4410317564010624 13.549997546598316 3.3750076174736026 1.1739924959036021 -0.11866266737178881 12.161353546265632 8.4066613835873802 7.4453307800292965 -4.2348963152977728 9.9919625396728531 6.4729958494504301 0.90836404364693035 0.081854134312382462 3.8750647858853609 -0.49832910628545857 0.12636884594489883 1.2908258233210463 4.1779539124170944 0.048953139299800358 6.1310113016764323 0.59125027071354097 -6.0228633459683127 0.071755397160847986 4.0459491402771661 4.7627248606474506 2.0215134102957588 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1.13318e+07 6.15225e+06 4.83715e+06 5.23439e+06 3.79393e+06 3.26089e+06 3.23609e+06 3.02231e+06 3.59872e+06 8.83235e+06 4.72095e+07 3.57555e+06 2.66012e+06 2.54107e+06 2.21147e+06 2.12879e+06 1.85758e+06 2.84118e+06 1.73708e+06 1.70525e+06 1.38684e+06 2.27717e+06 1.36183e+06 1.22735e+06 1.15656e+06 1.0547e+06 899497 879699 816643 768950 774813 375349 threshold=2593.0505000000003 2724.2674800000009 262.36100000000005 2773.7250000000004 292.91330000000005 27.533855000000006 1266.1895000000002 26.880296500000004 484.73415000000006 1962.6297000000002 0 786.48464000000001 34.610000000000007 44.371303500000003 1092.7150000000004 30.891250000000003 104.01000000000001 1 1278.9218000000003 314.62380000000002 2 591.40200000000016 3 7.4782999999999999 1836.963 4.4014000000000015 4 5 277.38965000000007 2773.7250000000004 1548.5050000000003 306.80800000000005 217.11700000000005 1836.963 764.58199999999999 1092.7150000000004 141.98700000000005 669.1825 6 485.42915000000011 7 893.42000000000007 8 1206.4050000000002 1471.8415000000002 1891.4572200000002 14.223819000000004 1926.0125000000005 1797.2975000000001 9 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 1 2 9 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 9 2 9 2 1 2 2 2 2 2 2 1 left_child=2 5 16 8 -5 6 36 -7 10 17 11 31 -13 -9 -6 -11 25 18 -10 32 21 23 30 -21 -19 40 27 28 -27 37 -12 -4 41 -29 35 -22 -2 -28 39 -34 44 43 -40 -18 49 -24 -43 48 -42 -1 right_child=1 -3 3 4 14 7 -8 13 9 15 22 12 -14 -15 -16 -17 19 24 -20 20 34 -23 45 -25 -26 26 29 33 -30 -31 -32 -33 38 -35 -36 -37 -38 -39 42 -41 47 46 -44 -45 -46 -47 -48 -49 -50 -51 leaf_value=0.25242594326181073 0.66693092425664258 28.823726317087807 0.19702283009569693 19.868698177337645 -3.6487305050804504 -10.251220231056214 11.81842301588792 -1.8128047225952149 1.8119552607340188 2.3800321044921877 0.52195562027239351 10.109544847760882 2.4798651068551201 6.7431675186157225 4.5348927172025046 10.687775876522064 0.086975429263281598 0.9935868308331931 6.1056813119862179 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cat_threshold=1048704 0 67108928 0 16384 1025 32768 0 4112 1073741824 0 2147483648 2308 69584420 1216644672 4368 7340544 2101248 9472512 4 64 1078034432 4194945 1128 18 3178500 64 16 0 4096 0 65540 0 4210720 21006336 276824072 1794 2077 is_linear=0 shrinkage=0.01 Tree=165 num_leaves=58 num_cat=12 split_feature=0 1 3 0 2 24 11 25 24 0 0 12 3 1 3 1 5 6 16 2 26 7 3 6 25 24 9 25 3 5 2 7 24 3 3 0 26 25 11 8 8 9 5 0 25 7 1 5 10 25 8 1 16 25 0 6 25 split_gain=1.1513e+08 2.3367e+08 1.29892e+08 2.95033e+07 1.6787e+07 1.51259e+07 2.45064e+07 7.50781e+06 1.30931e+07 1.30468e+07 7.32172e+06 7.44192e+06 6.7987e+06 6.46114e+06 1.28127e+07 4.62488e+06 4.60662e+06 4.44969e+06 4.03039e+06 5.63394e+06 8.88984e+06 3.50258e+06 7.39572e+06 3.25811e+06 3.08574e+06 3.26633e+06 3.06279e+06 9.59187e+06 4.7783e+07 4.96903e+06 2.84722e+06 2.82862e+06 5.0964e+06 9.33759e+06 2.55214e+06 2.43319e+06 2.26944e+06 2.25187e+06 2.44622e+06 2.09224e+06 1.9985e+06 2.31429e+06 2.22327e+06 1.63821e+06 1.56467e+06 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decision_type=2 2 2 2 2 1 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 9 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 9 2 2 9 left_child=3 18 -3 12 7 6 10 8 9 15 16 -12 26 31 -15 -5 -6 54 19 20 -2 22 -16 40 25 36 43 28 29 -28 -27 37 33 -33 -34 -19 -9 38 -14 -23 42 -42 -7 45 46 49 -45 51 -49 -1 -21 -26 53 -29 -10 -46 -39 right_child=1 2 -4 4 5 23 -8 24 17 -11 11 -13 13 14 21 -17 -18 35 -20 50 -22 39 -24 -25 47 30 27 52 -30 -31 -32 32 34 -35 -36 -37 -38 56 -40 -41 41 -43 -44 44 55 -47 -48 48 -50 -51 -52 -53 -54 -55 -56 -57 -58 leaf_value=0.053850016005277203 6.0234544048887315 7.8464031219482422 41.469950154622396 0.47534687654392138 1.3795878412211553 1.2765614350430377 12.72660945353508 1.4755044489219313 0.063248365033756609 10.884484668600148 3.4168728065786893 9.3859844843546547 0.24495508571094793 9.5038188409805304 0.74945986588795976 5.5462080677577434 5.7607109355926518 0.80052655172348031 5.2426940436590277 -2.989318277912755 -2.4256933388710022 -1.1890745240449905 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523 185 357801 10088 251 72 338 226 133 112 53 231 96 474 3953 1733 347713 1166 185 165 727 9837 570 274 296 75 1006 9267 4825 135 454 258 196 346547 28111 318436 8017 2220 365 318410 59 1855 981 944 151 20094 4442 cat_boundaries=0 1 7 8 14 15 21 22 29 35 41 45 51 cat_threshold=3440 1049088 142606336 67108864 65536 16384 8 14 10519588 1073742848 167772416 33816576 4195328 2147483649 1134 8388608 262148 0 1073741824 0 1 2822 137725472 1208320004 169349392 2147549696 6296576 1026 1 135315968 134479940 67113296 1073913856 2097152 1056 2147483648 98308 3201 7799088 272764416 279973994 1048576 32768 1048576 71303168 1078462592 16 268504128 48275586 26624 8 is_linear=0 shrinkage=0.01 Tree=166 num_leaves=54 num_cat=0 split_feature=0 1 3 0 2 21 3 6 15 3 1 3 2 1 5 7 3 26 9 9 1 13 7 15 3 7 0 22 22 2 3 11 5 1 1 19 18 0 13 12 4 7 1 5 5 0 16 4 18 1 26 6 26 split_gain=1.12839e+08 2.2902e+08 1.27307e+08 2.89162e+07 1.64529e+07 1.13998e+07 7.52967e+06 8.8083e+06 7.02562e+06 6.66328e+06 6.33258e+06 1.25578e+07 5.68693e+06 3.99619e+06 1.42918e+07 3.43288e+06 7.24855e+06 3.03904e+06 3.00258e+06 9.52228e+06 3.0658e+07 2.80365e+06 2.77235e+06 3.46731e+06 7.15716e+06 2.72786e+06 2.55362e+06 2.16841e+06 9.91305e+06 2.28766e+06 2.1191e+06 2.10114e+06 1.82952e+06 1.80836e+06 6.0716e+06 1.68941e+06 1.65371e+06 1.60561e+06 1.90268e+06 1.57396e+06 1.53514e+06 1.36448e+06 1.30814e+06 1.29368e+06 1.88436e+06 1.15659e+06 1.13117e+06 974286 869312 809562 668437 593212 152007 threshold=2773.7250000000004 2779.5510000000008 2692.2960000000003 286.09000000000009 520.5395000000002 734.08380000000011 2692.2960000000003 1913.0125000000005 1797.3406500000003 92.246000000000009 786.48464000000001 135.22732050000005 2593.0505000000003 355.00374000000005 91.477850000000018 25.891250000000003 602.3524450000001 2022.5000000000002 383.33200000000005 406.08214000000004 27.234500000000004 1280.8870000000004 397.76814000000007 196.08060000000003 1854.9329420000001 458.04858100000007 885.78750000000014 8.6540000000000017 55.17260000000001 285.51000000000005 271.92750000000007 184.19410000000002 104.05000000000001 786.48464000000001 1256.4300000000001 85.335000000000022 594.23964000000012 12.118500000000003 345.91750000000008 30.912210000000005 970.01225000000011 2690.3565000000003 72.814000000000021 419.26300000000009 511.91625000000005 1836.963 675.22100000000012 243.69500000000002 284.39520000000005 8.927500000000002 2022.5000000000002 25.206000000000007 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 left_child=3 13 -3 9 17 6 8 -8 12 18 22 -12 -6 51 -15 16 -13 26 37 20 -20 27 31 24 -24 -23 30 29 -29 -19 49 46 -32 45 -35 -17 -33 41 47 -16 -25 50 -40 48 -45 -28 -11 -39 -21 -5 -1 52 -2 right_child=1 2 -4 4 5 -7 7 -9 -10 10 11 15 -14 14 39 35 -18 21 19 43 -22 25 23 40 -26 -27 33 28 -30 -31 32 36 -34 34 -36 -37 -38 38 42 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 -53 -54 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1022 998 44 954 357801 10088 251 933 133 60 231 96 4280 347713 1166 77 2093 9837 570 431 43 2187 2050 98 1952 1796 9267 277 391 59 135 729 346547 28111 40 139 318436 166 1089 110 332 8538 27945 979 1519 318410 73 53 internal_count=363283 180 47 363103 5302 1022 998 44 954 357801 10088 251 933 133 60 231 96 4280 347713 1166 77 2093 9837 570 431 43 2187 2050 98 1952 1796 9267 277 391 59 135 729 346547 28111 40 139 318436 166 1089 110 332 8538 27945 979 1519 318410 73 53 is_linear=0 shrinkage=0.01 Tree=167 num_leaves=59 num_cat=5 split_feature=0 1 6 0 2 24 14 6 1 0 8 24 5 26 0 1 2 26 12 4 14 8 4 6 10 0 0 6 8 4 0 5 6 5 5 8 24 1 1 24 13 0 13 6 12 8 5 5 6 2 8 11 1 14 10 14 24 8 split_gain=1.10593e+08 2.24462e+08 9.10487e+07 2.83408e+07 1.61255e+07 1.47741e+07 2.39903e+07 9.28343e+06 6.33419e+06 6.20056e+06 7.88561e+06 4.14274e+06 5.11392e+06 4.54528e+06 7.59566e+06 6.57641e+06 3.96191e+06 5.95368e+06 3.65713e+06 3.47247e+06 3.34631e+06 3.07475e+06 2.77813e+06 2.66565e+06 2.53596e+06 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174.71250000000003 4 5 1.0000000180025095e-35 52.775000000000013 383.33200000000005 6 1.8921100000000004 378.61939999999998 1115.3337000000004 7 2692.2960000000003 678.56500000000017 1295.575 635.67100000000016 26.141250000000007 86.167500000000004 1099.5287500000002 1461.4925000000003 12.118500000000003 345.91750000000008 759.38475000000005 30.912210000000005 2690.3565000000003 8 72.814000000000021 184.35900000000001 9 704.68026050000014 10 1097.7209 562.18200000000013 12.501250000000001 11 12 decision_type=2 2 2 2 2 1 2 2 9 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 1 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 1 2 2 2 1 9 left_child=3 18 -3 11 8 6 14 -8 9 10 16 29 34 -14 33 -16 -5 55 40 -20 21 -15 -22 24 39 26 27 -10 -28 43 31 32 -31 -6 35 36 -13 52 -19 -7 -2 45 -26 47 48 -36 -21 51 -45 -46 54 -1 -25 -52 -27 -11 58 -58 -32 right_child=1 2 -4 4 5 23 7 -9 25 17 -12 12 13 20 15 -17 -18 38 19 46 22 -23 -24 37 42 50 28 -29 -30 30 56 -33 -34 -35 41 -37 -38 -39 -40 -41 -42 -43 -44 44 49 -47 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1.2932e+06 1.16488e+06 1.14812e+06 1.41133e+06 1.10155e+06 984485 691802 451225 threshold=2763.7525000000005 2871.8940000000007 249.87000000000003 0 957.78375000000017 2692.2960000000003 1 1891.4572200000002 152.55250000000004 1888.9124200000003 797.20500000000004 1867.1242800000002 2 2022.5000000000002 92.246000000000009 1461.4925000000003 54.939000000000007 138.62250000000003 193.67442750000004 3 375.00750000000005 4 558.69700000000012 1489.0961200000002 1095.1042000000002 383.33200000000005 5 203.63750000000002 1151.8115000000003 6 2773.7250000000004 494.77402000000006 7 1797.2975000000001 10.682241000000001 818.62500000000011 60.344000000000008 543.59225000000015 36.015000000000008 220.33250000000004 283.34200000000004 625.2833710000001 8 398.06500000000005 1128.2175000000002 decision_type=2 2 2 9 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 9 2 1 2 2 2 2 9 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 left_child=2 9 14 4 11 23 7 8 -6 10 43 12 13 -4 25 19 -17 -8 -14 20 24 -22 -19 29 -16 32 27 34 35 31 -31 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10014 66 288 2023 9948 4743 441 261 3213 4302 346707 1146 108 5205 3175 1570 1605 345561 30792 88 5181 40 314769 314344 1038 117 425 30770 67 921 internal_count=363026 150 362876 6155 2917 3238 396 108 85 113 92 2521 2495 472 356721 10014 66 288 2023 9948 4743 441 261 3213 4302 346707 1146 108 5205 3175 1570 1605 345561 30792 88 5181 40 314769 314344 1038 117 425 30770 67 921 cat_boundaries=0 6 12 13 19 20 27 33 39 40 cat_threshold=204506624 142607360 67109136 4259840 2113536 1034 1048576 0 272 0 0 1024 6 137462400 1208320576 202903825 100663808 2114560 1024 262 8388608 262148 1048576 0 0 1 2 82080 262152 169350144 1107558400 5120 2147483681 2685435904 1114116 66112 40116528 175120 1345328162 1 is_linear=0 shrinkage=0.01 Tree=171 num_leaves=46 num_cat=6 split_feature=5 6 2 25 1 1 5 2 4 11 7 6 1 25 1 1 2 2 4 1 6 13 4 7 9 3 3 8 1 11 20 25 10 5 5 26 24 8 7 25 3 6 4 10 25 split_gain=9.19955e+07 2.20599e+08 2.36974e+07 1.38782e+07 2.06645e+07 1.48357e+07 1.32155e+07 1.55194e+07 9.71148e+06 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285221040 537419872 1 is_linear=0 shrinkage=0.01 Tree=172 num_leaves=45 num_cat=4 split_feature=5 8 0 16 7 2 12 1 5 2 24 3 1 5 14 24 0 5 8 7 24 18 9 9 3 16 3 5 1 2 16 16 10 1 13 0 8 0 2 24 10 0 14 7 split_gain=9.01648e+07 2.17097e+08 2.35605e+07 1.69284e+07 2.64944e+07 1.34152e+07 8.74818e+06 9.35982e+06 7.36911e+06 1.68125e+07 1.04447e+07 5.88909e+06 8.13608e+06 1.45327e+07 4.6973e+06 3.96846e+06 3.53979e+06 3.32865e+06 3.30812e+06 2.75565e+06 5.07798e+06 2.76084e+06 2.41374e+06 8.66115e+06 3.33541e+07 2.3879e+06 2.36459e+06 2.12493e+06 1.67729e+06 1.39189e+06 1.27931e+06 2.03744e+06 1.4876e+06 1.26645e+06 2.04375e+06 1.017e+06 1.20955e+06 957977 896610 843604 1.47937e+06 796296 493051 370856 threshold=2763.7525000000005 2877.4750000000008 249.87000000000003 317.83250000000004 815.13625000000013 957.78375000000017 1922.9850000000004 46.4467 8.9449425000000016 2593.0505000000003 0 92.246000000000009 1461.4925000000003 312.83200000000005 1867.1242800000002 1 2773.7250000000004 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101 109 23 231 9073 33 33 35 4472 62 522 30 242 293 60 40 920 20 66 111 59 44 8327 24 95 27 6495 27 29 22 23 21 245488 83 3319 35 20 internal_value=0 7.75065 -0.00400979 1.11372 3.18744 0.609418 2.10576 2.4268 2.86575 4.95253 2.10469 -0.0145941 0.224483 3.72393 0.463758 0.440827 0.522919 0.559754 -1.41976 0.201266 0.828683 1.75124 -0.0214994 0.436679 3.61011 0.157115 1.30751 -0.0122333 0.134781 -0.0230189 0.198522 1.17578 0.0757195 0.0715793 0.176027 -0.416916 -0.310712 -1.72978 -0.703154 -0.0272768 -0.0366789 -0.000143001 -0.00988529 -0.117832 internal_weight=0 150 362876 115 89 6155 546 513 464 124 340 356721 10014 66 5609 5574 5086 4994 92 9948 654 302 346707 1146 80 9294 177 352 9117 345561 1066 119 947 14884 6522 488 459 49 59 330677 245571 85106 8362 60 internal_count=363026 150 362876 115 89 6155 546 513 464 124 340 356721 10014 66 5609 5574 5086 4994 92 9948 654 302 346707 1146 80 9294 177 352 9117 345561 1066 119 947 14884 6522 488 459 49 59 330677 245571 85106 8362 60 cat_boundaries=0 1 2 3 4 cat_threshold=1162 128 3334 7 is_linear=0 shrinkage=0.01 Tree=173 num_leaves=48 num_cat=9 split_feature=9 8 2 25 1 9 1 0 4 0 2 25 18 24 26 0 11 7 0 7 1 24 1 7 25 9 24 3 25 8 12 11 20 0 20 25 1 24 8 1 1 1 1 1 7 1 3 split_gain=6.93352e+07 1.96045e+08 2.58629e+07 2.15665e+07 6.78637e+07 1.01452e+08 5.24588e+07 9.99477e+06 8.28726e+06 7.37597e+06 7.28387e+06 6.29198e+06 6.28999e+06 6.70482e+06 1.06949e+07 4.48343e+06 4.47528e+06 4.40955e+06 4.14949e+06 3.62671e+06 3.43616e+06 4.47342e+06 5.21111e+06 3.28576e+06 7.20372e+06 4.89361e+07 2.63566e+06 2.1844e+06 2.05252e+06 3.66506e+06 1.98366e+06 1.80065e+06 1.76765e+06 3.34391e+06 2.94199e+06 1.73014e+06 4.91788e+06 1.31569e+06 1.31101e+06 1.10317e+06 1.03487e+06 896506 985810 841896 810001 761518 419073 threshold=2724.2674800000009 2877.4750000000008 383.89096000000006 0 2779.5510000000008 70.789000000000016 2779.5510000000008 988.99750000000006 1291.5535000000002 166.73750000000004 1254.2925000000002 1 822.25125000000014 2 2022.5000000000002 412.47230000000008 1602.5343235000003 418.14250000000004 1836.963 230.84208550000002 494.77402000000006 3 554.77325000000008 28.443000000000001 4 98.427000000000007 5 92.246000000000009 6 1128.2175000000002 1280.6000000000004 11.897500000000003 2.3130000000000002 1114.9175000000002 181.98427500000005 7 1891.4572200000002 8 514.22900000000016 786.48464000000001 85.426900000000003 1461.4925000000003 54.82800000000001 1256.4300000000001 903.12057500000003 860.12500000000011 11.946000000000003 decision_type=2 2 2 9 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 1 2 2 9 2 1 2 9 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 left_child=2 8 9 4 7 -6 20 16 15 23 18 12 13 14 -11 31 26 -12 -9 -15 32 43 -23 35 25 40 -4 38 29 37 -29 -2 33 -5 -34 36 39 -13 -26 -1 -25 42 -37 -22 45 -30 -43 right_child=1 -3 3 6 5 -7 -8 10 -10 11 17 28 -14 19 -16 -17 -18 -19 -20 -21 21 22 -24 24 27 -27 -28 30 44 -31 -32 -33 34 -35 -36 41 -38 -39 -40 -41 -42 46 -44 -45 -46 -47 -48 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2431 102 internal_count=363026 129 362897 3562 1763 50 1799 1713 96 359335 280 7401 1585 1559 319 68 1433 116 164 1240 1761 305 186 351934 16051 245 1396 15806 5816 3354 2435 47 1456 1387 69 335883 7493 3323 13371 7470 225 328390 328288 119 2462 2431 102 cat_boundaries=0 6 12 13 14 20 21 27 33 34 cat_threshold=2217772544 134480896 272 262145 2117632 2 1081856 134217728 67108880 65536 1088 10 6 1671 8388608 1048576 0 0 0 1024 2176 203506724 34168 135795968 38010880 2117632 2147483681 0 65540 64 37765152 16780288 268440576 32 is_linear=0 shrinkage=0.01 Tree=174 num_leaves=52 num_cat=2 split_feature=5 6 0 2 8 1 7 6 0 6 5 1 10 1 8 0 24 26 1 6 4 0 4 14 6 7 9 19 0 0 2 1 1 5 10 11 1 0 6 7 15 0 5 6 14 24 26 9 4 4 10 split_gain=8.72382e+07 2.12904e+08 2.26666e+07 1.29144e+07 8.94187e+06 8.26511e+06 7.83346e+06 9.43149e+06 6.46729e+06 1.31697e+07 1.3163e+07 5.59319e+06 4.4663e+06 3.48495e+07 4.10314e+06 4.55676e+06 3.36759e+06 6.46137e+06 7.1222e+06 4.59557e+06 3.29912e+06 4.36976e+06 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1800.6974500000001 642.48675000000014 29.378300000000003 2593.0505000000003 14.222000000000001 7 15.456105000000003 192.11889000000002 265.63100000000003 273.34650000000005 576.55500000000018 8 998.8850000000001 1114.9175000000002 2690.3565000000003 9 3.9820000000000007 10 497.87850000000003 1926.0125000000005 11 446.73250000000007 111.77602500000002 207.30054000000004 decision_type=2 2 2 2 2 2 2 2 1 2 9 1 2 2 2 2 2 2 2 9 9 1 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 9 2 2 9 2 2 2 left_child=3 7 -3 9 5 19 -7 14 15 32 11 12 46 50 24 18 17 -17 29 23 21 22 -12 28 -2 26 27 -10 -5 -6 -16 -25 42 34 -34 -36 44 -23 -28 -38 41 -22 43 47 -35 -45 -11 -1 49 -21 -13 -50 right_child=1 2 -4 4 8 6 -8 -9 25 10 20 13 -14 -15 30 16 -18 -19 -20 48 40 37 -24 31 -26 -27 38 -29 -30 -31 -32 -33 33 36 35 -37 39 -39 -40 -41 -42 -43 -44 45 -46 -47 -48 -49 51 -51 -52 -53 leaf_value=0.045185570441838088 5.2884982681274417 3.6704331016540528 38.287326574707031 1.3647868729860426 0.44624110885502133 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259.05150000000009 636.6312200000001 157.20925000000003 3.5725000000000007 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 1 1 2 2 2 9 2 1 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=3 2 20 13 -4 7 23 11 -9 10 -10 17 -13 27 15 16 19 22 -19 -15 43 35 -5 24 25 -7 -11 30 29 41 31 38 42 -34 -33 40 39 -37 -1 -30 -16 -29 -25 -2 right_child=1 -3 4 5 -6 6 -8 8 9 26 -12 12 -14 14 21 -17 -18 18 -20 -21 -22 -23 -24 32 -26 -27 -28 28 36 -31 -32 34 33 -35 -36 37 -38 -39 -40 -41 -42 -43 -44 -45 leaf_value=-0.02659140202522849 -0.69262549033531773 25.796330050933058 13.913485111236573 0.015483077715675371 1.2660841521349822 1.6340626959606093 -7.3723768163610384 -1.5577373400601473 15.306424802184106 0.34919160929593174 5.5592247975956308 13.590137966156005 0.41580086269894162 0.9708869928092656 -0.032875359822190343 5.6239016151428221 4.3650085885184158 2.4578101869748239 0.74471047775478771 0.23734769448934415 -4.7517289654254915 -3.5448423034914076 4.1542031058021216 -0.19310313474668864 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0.358774 3.75029 -0.021797 -0.0220406 -0.29471 -1.4103 0.402969 0.0577458 -0.00954349 0.18736 -0.0230443 0.0500405 -0.0191452 0.588008 -0.0969484 0.334443 internal_weight=0 152 113 363198 42 2952 1315 1637 110 88 42 1527 57 360246 19064 5567 5528 1470 971 5493 71 13497 499 1288 672 649 46 341182 1153 103 340029 339991 616 95 801 13466 1050 5014 339190 1019 8452 83 521 46 internal_count=363350 152 113 363198 42 2952 1315 1637 110 88 42 1527 57 360246 19064 5567 5528 1470 971 5493 71 13497 499 1288 672 649 46 341182 1153 103 340029 339991 616 95 801 13466 1050 5014 339190 1019 8452 83 521 46 cat_boundaries=0 6 12 13 14 20 21 27 28 cat_threshold=135316992 142606400 336 65536 2113536 2147484674 1149440 262656 67109184 1078034432 705 1066 284 18 2097156 1073776128 135270400 1141899265 4096 1 29 8388608 262176 1048576 4194304 1024 1 2177 is_linear=0 shrinkage=0.01 Tree=186 num_leaves=48 num_cat=11 split_feature=5 7 7 1 10 25 3 1 3 16 5 1 4 0 25 0 10 0 24 24 3 0 9 21 25 24 4 9 25 12 14 10 1 5 4 3 25 24 7 25 3 11 0 1 3 24 10 split_gain=9.4283e+07 1.63711e+08 1.97802e+07 1.75937e+07 1.64239e+07 1.3708e+07 1.22628e+07 1.01437e+07 2.88913e+07 9.89136e+06 1.56226e+07 8.73548e+06 1.89492e+07 5.78401e+06 5.54391e+06 1.03885e+07 5.44847e+06 4.77437e+06 4.37612e+06 4.16971e+06 4.10669e+06 3.93426e+06 3.22608e+06 2.1464e+06 2.1419e+06 1.97381e+06 1.77099e+06 1.63329e+06 1.18678e+07 6.91322e+07 1.50114e+06 1.91478e+06 1.31538e+06 1.18919e+06 2.61382e+06 1.2828e+06 1.2439e+06 1.1267e+06 1.11684e+06 1.0667e+06 1.00396e+06 841460 802611 793768 618259 436220 110602 threshold=2763.7525000000005 2690.3565000000003 512.23350000000016 469.42150000000009 893.42000000000007 0 1854.9329420000001 2779.5510000000008 353.54500000000002 675.22100000000012 192.84375000000003 2779.5510000000008 14.450258500000002 48.900075000000001 1 2773.7250000000004 1797.2975000000001 15.9129 2 3 1107.1660000000004 2773.7250000000004 300.85418000000004 1.0000000180025095e-35 4 5 80.448187000000004 268.34110000000004 6 117.55085000000001 1298.1175000000001 1797.2975000000001 19.664750000000009 34.610000000000007 1291.5535000000002 2692.2960000000003 7 8 183.40100000000004 9 602.3524450000001 259.05150000000009 312.01600000000002 1097.7209 3.5725000000000007 10 83.03100000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 1 1 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 9 1 2 9 2 2 2 2 2 1 2 left_child=3 2 20 13 -4 6 11 24 -9 10 -8 17 -13 27 15 16 19 23 -19 -15 44 32 -12 -5 25 26 -7 33 29 46 31 -30 41 35 39 36 -1 -34 -36 -35 -27 -16 45 -44 -2 -26 -29 right_child=1 -3 4 5 -6 7 9 8 -10 -11 22 12 -14 14 21 -17 -18 18 -20 -21 -22 -23 -24 -25 42 40 -28 28 30 -31 -32 -33 37 34 38 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 leaf_value=0.054270267577202908 -0.68569922667283278 25.53836581401336 13.774350116729735 -0.22848311056119694 1.2534233793345366 1.672928793363482 10.650271320343018 1.6121568152483772 -13.094938562566583 9.993958895023054 2.5685684784480505 11.998240215467369 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69 1674 20 31 21 1263 4519 21 25 308475 3751 21 7958 62 154 62 26 20 235 20 internal_value=0 7.87292 1.776 -0.00453374 7.21577 0.764328 1.37091 -0.00119831 -4.16563 4.60401 2.93569 1.14698 4.98799 -0.0108341 0.158678 0.42388 0.388358 0.998046 1.31902 0.363298 -1.4419 0.0489419 0.524889 -0.0138359 0.184025 0.565223 1.06728 -0.0203058 0.277233 3.33122 0.0646926 0.10495 0.0571699 -0.0219147 0.0737337 -0.0255785 -0.0257518 0.18549 2.56422 0.0653503 -0.0209109 -0.0189538 -0.256236 -1.14125 0.331099 -0.105598 -0.138422 internal_weight=0 152 113 363198 42 2952 1637 1315 56 110 84 1527 57 360246 19064 5567 5528 1470 1116 5493 71 13497 64 354 1259 671 357 341182 1835 109 1726 1695 13466 339347 12519 326828 326803 5014 42 12477 314 8452 588 88 46 500 89 internal_count=363350 152 113 363198 42 2952 1637 1315 56 110 84 1527 57 360246 19064 5567 5528 1470 1116 5493 71 13497 64 354 1259 671 357 341182 1835 109 1726 1695 13466 339347 12519 326828 326803 5014 42 12477 314 8452 588 88 46 500 89 cat_boundaries=0 6 12 13 14 20 21 24 30 31 37 38 cat_threshold=135316992 142606400 336 65536 2113536 2147484674 1149440 262656 67109184 1078034432 705 1066 284 18 2097156 1073776128 135270400 1142161409 4096 1 1309 8388608 64 1048576 3221225472 1146884 2424308865 1113595952 272632848 1084253224 2177 135563265 1275429888 67638016 66049 2117632 1219 3132 is_linear=0 shrinkage=0.01 Tree=187 num_leaves=49 num_cat=12 split_feature=5 7 7 6 2 25 3 21 24 3 3 6 10 24 2 4 6 25 2 3 25 24 15 15 25 8 4 8 14 25 13 10 6 14 8 2 20 14 4 2 25 16 19 24 25 5 25 14 split_gain=9.24068e+07 1.60454e+08 1.93866e+07 2.65252e+07 1.50342e+07 1.34333e+07 1.89182e+07 2.03409e+07 1.62514e+07 2.43047e+07 1.62477e+07 6.97251e+06 6.21914e+06 4.44505e+06 7.4636e+06 4.88238e+06 3.12262e+06 3.08697e+06 1.07111e+07 2.49669e+06 2.3433e+06 3.07286e+06 1.41458e+07 4.47226e+07 4.96188e+06 2.19765e+06 2.08747e+06 2.42541e+06 1.91927e+06 1.83027e+06 1.82799e+06 1.52306e+06 1.49287e+06 1.41186e+06 2.35715e+06 1.35805e+06 1.28673e+06 2.19108e+06 1.27653e+06 1.2066e+06 1.14652e+06 1.04314e+06 1.00276e+06 828842 1.60437e+06 688708 657838 373534 threshold=2763.7525000000005 2690.3565000000003 512.23350000000016 1520.8892800000003 221.80500000000004 0 1107.1660000000004 87.64500000000001 1 2692.2960000000003 2692.2960000000003 571.28500000000008 1105.5920000000003 2 2593.0505000000003 784.4625000000002 134.54700000000005 3 114.82650000000001 602.3524450000001 4 5 11.588425000000003 78.078000000000017 6 1926.0125000000005 1517.5820000000001 1548.5050000000003 1867.1242800000002 7 29.390000000000004 1797.2975000000001 1913.0125000000005 901.40207500000008 115.04250000000002 75.360000000000028 350.67500000000007 8.5440000000000023 44.299250000000008 1800.6974500000001 8 1037.2512500000003 608.3642675000001 9 10 242.74950000000001 11 194.39593150000005 decision_type=2 2 2 2 2 9 2 2 1 2 2 2 2 1 2 2 2 9 2 2 9 1 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 1 9 2 9 2 left_child=4 2 11 -4 16 6 13 8 9 -8 28 35 -10 26 15 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1.43686 0.534956 0.13077 1.23276 -0.023467 -0.319762 0.110027 0.220473 0.0769703 -0.0273183 -0.00486615 0.0722437 -0.0389318 0.35684 internal_weight=0 152 113 42 363198 6393 2938 296 276 102 3455 71 174 2642 1418 1392 356805 6118 405 368 350687 20614 6996 71 6925 13618 1224 1175 3422 3400 49 13592 2712 5713 84 51 5629 104 330073 688 5525 55 12187 317886 108385 12154 209501 348 internal_count=363350 152 113 42 363198 6393 2938 296 276 102 3455 71 174 2642 1418 1392 356805 6118 405 368 350687 20614 6996 71 6925 13618 1224 1175 3422 3400 49 13592 2712 5713 84 51 5629 104 330073 688 5525 55 12187 317886 108385 12154 209501 348 cat_boundaries=0 6 7 8 14 20 21 25 32 39 40 47 54 cat_threshold=2150663168 8652288 67109136 262145 2113536 2147484674 593 2724 1048576 134217792 0 67108864 64 1024 9437184 327680 65601 1111572528 2177 8388648 23 1048576 0 0 1073823776 545800324 83886368 2117 2185240608 4196416 584 1 3834118176 17104916 8391761 1114908704 272637952 8 1 23 2147516932 136347716 2224034576 402689 4219904 2163776 2 1677738116 16777472 276827780 3145728 285356592 2148024833 1 is_linear=0 shrinkage=0.01 Tree=188 num_leaves=49 num_cat=7 split_feature=5 7 7 6 1 25 2 0 6 0 6 2 7 15 1 6 0 25 0 10 11 0 1 25 2 25 12 0 0 9 25 11 6 12 11 2 14 0 1 2 25 16 1 8 25 11 9 11 split_gain=9.05679e+07 1.57261e+08 1.90008e+07 2.59974e+07 1.70193e+07 1.32895e+07 1.43972e+07 1.10903e+07 1.49405e+07 1.26388e+07 1.11884e+07 1.29535e+07 1.1018e+07 1.51149e+07 8.04021e+06 6.83376e+06 5.60071e+06 5.40666e+06 1.01706e+07 5.27232e+06 4.15484e+06 3.85478e+06 3.47809e+06 9.87738e+06 2.92254e+06 2.29528e+06 2.80544e+06 2.00129e+06 1.73708e+06 1.59141e+06 1.40395e+07 5.17497e+07 1.43851e+06 1.68452e+06 1.9263e+06 1.50076e+06 1.41448e+06 1.33625e+06 1.33744e+06 1.33103e+06 1.32881e+06 1.28485e+06 1.27729e+06 1.11046e+06 912130 822916 757100 720691 threshold=2763.7525000000005 2690.3565000000003 512.23350000000016 1520.8892800000003 469.42150000000009 0 2593.0505000000003 1114.9175000000002 7.9582500000000005 2773.7250000000004 1913.0125000000005 957.78375000000017 1489.0961200000002 952.35500000000013 1256.4300000000001 571.28500000000008 48.900075000000001 1 2773.7250000000004 1797.2975000000001 38.602250000000005 2773.7250000000004 1097.7209 2 621.21800000000007 3 977.87575000000004 180.07548000000003 1836.963 383.33200000000005 4 77.576670000000007 156.02740000000003 679.73250000000019 32.383000000000003 2593.0505000000003 1298.1175000000001 312.01600000000002 1097.7209 75.360000000000028 5 263.60750000000007 19.664750000000009 652.05450000000008 6 472.50000000000006 636.6312200000001 157.20925000000003 decision_type=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 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 left_child=4 2 15 -4 16 7 25 10 9 14 22 -12 20 -14 -9 39 29 18 19 24 -10 42 27 -24 -18 26 28 -6 -7 32 31 46 35 40 -35 43 41 47 -39 -2 -34 -32 45 -1 -44 -19 -31 -27 right_child=1 -3 3 -5 5 6 -8 8 12 -11 11 -13 13 -15 -16 -17 17 21 -20 -21 -22 -23 23 -25 -26 37 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13475 1304 349 5515 1288 672 955 649 341182 1153 103 340029 3679 49 336350 1050 616 95 51 3630 1021 13444 336321 5011 8433 83 521 internal_count=363350 152 113 42 363198 2952 1315 1637 292 95 1345 41 197 59 75 71 360246 19064 5589 5550 138 13475 1304 349 5515 1288 672 955 649 341182 1153 103 340029 3679 49 336350 1050 616 95 51 3630 1021 13444 336321 5011 8433 83 521 cat_boundaries=0 6 12 18 24 30 37 43 cat_threshold=135316992 142606400 336 65536 2113536 2147484674 1149440 262656 67109184 1078034432 705 1578 32768 0 0 0 0 1024 2097156 1073776128 135270400 1141899265 4096 1 8388608 262176 1048576 4194304 1024 1 3834118304 16842804 8391761 1649672224 268443648 520 2 212075552 142607424 167776256 1 2097152 2147483712 is_linear=0 shrinkage=0.01 Tree=189 num_leaves=47 num_cat=0 split_feature=5 7 7 6 1 0 4 6 0 1 6 0 6 0 3 3 3 0 10 2 2 5 7 11 19 26 10 0 0 5 19 2 7 7 3 20 19 5 4 2 20 2 26 1 7 2 split_gain=8.87656e+07 1.54131e+08 1.86227e+07 2.548e+07 1.66879e+07 7.91992e+06 9.31686e+06 9.46815e+06 9.74884e+06 8.67428e+06 6.69777e+06 5.56633e+06 1.14347e+07 5.23481e+06 3.7158e+06 3.41429e+06 8.08849e+06 2.7903e+06 2.74762e+06 2.61375e+06 2.51269e+06 2.25785e+06 2.15616e+06 1.93482e+06 2.69935e+06 1.98452e+06 1.59512e+06 3.30017e+06 4.7245e+07 1.57503e+06 1.54687e+06 1.30454e+06 1.27478e+06 1.18722e+06 2.39578e+06 1.16358e+06 1.13847e+06 901719 2.0316e+06 1.39859e+06 1.27832e+06 881074 600548 548286 451685 301450 threshold=2763.7525000000005 2690.3565000000003 512.23350000000016 1520.8892800000003 423.81250000000006 128.25177000000002 2632.2792750000003 1913.0125000000005 885.78750000000014 1891.4572200000002 571.28500000000008 885.78750000000014 3.1710000000000007 44.556600000000003 476.54200000000009 103.52400000000002 128.11080000000001 137.97000000000003 1797.2975000000001 1092.7150000000004 1092.7150000000004 911.29109000000005 74.318150000000003 170.98500000000004 665.12000000000012 2022.5000000000002 123.51250000000002 3.3935000000000004 4.9628675000000007 95.88300000000001 824.48000000000013 75.360000000000028 710.08000000000004 1888.9124200000003 1107.1660000000004 549.90750000000014 261.04200000000009 100.02850000000002 1517.5820000000001 2593.0505000000003 265.92500000000007 1254.2925000000002 2022.5000000000002 1256.4300000000001 137.82320000000001 957.78375000000017 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 left_child=4 2 10 -4 13 15 7 11 -9 -8 31 17 -13 26 23 36 -17 -7 20 29 35 -10 -22 24 25 -15 37 33 -29 -18 41 -2 -30 34 -28 -16 43 39 40 42 -39 -25 -1 45 -45 -6 right_child=1 -3 3 -5 5 6 9 8 21 -11 -12 12 -14 14 18 16 19 -19 -20 -21 22 -23 -24 30 -26 -27 27 28 32 -31 -32 -33 -34 -35 -36 -37 -38 38 -40 -41 -42 -43 -44 44 -46 -47 leaf_value=-0.011450338319012906 -0.7603190195945001 24.779850769042969 14.790339700608026 -0.78743173508417041 -0.05966738596763127 4.0029832077026368 1.1610686808047088 10.061387813091278 4.6737096290588385 -7.4329481145242848 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3242 26 561 204 35 20 20 21 25 23 20 5235 26 28 41 24 163227 168 20 23 internal_value=0 7.63909 1.72325 7.00145 -0.00439697 0.6975 1.16455 1.28618 4.91441 -3.22737 -1.39907 1.13241 2.05994 -0.0109431 0.14698 0.192211 0.950431 0.763782 0.819005 0.620136 0.723959 2.16935 2.62126 0.119101 0.0927521 0.0872162 -0.0201549 0.181051 0.858515 0.848486 0.504706 0.524311 0.268339 0.0559841 0.0712188 0.551966 -0.0871336 -0.0224865 0.106892 -0.0245601 0.0931508 0.566004 -0.0247493 -0.127989 -0.62225 -0.0321941 internal_weight=0 152 113 42 363198 3356 1744 1697 69 47 71 1628 463 359842 19833 1612 434 1165 790 410 770 45 64 19043 17825 17789 340009 3895 607 379 1218 51 581 3288 3267 706 1178 336114 5302 330812 5276 1183 330784 1158 188 970 internal_count=363350 152 113 42 363198 3356 1744 1697 69 47 71 1628 463 359842 19833 1612 434 1165 790 410 770 45 64 19043 17825 17789 340009 3895 607 379 1218 51 581 3288 3267 706 1178 336114 5302 330812 5276 1183 330784 1158 188 970 is_linear=0 shrinkage=0.01 Tree=190 num_leaves=49 num_cat=10 split_feature=3 4 10 0 25 0 22 8 8 10 2 8 4 19 11 25 25 4 5 3 2 9 0 8 0 6 3 6 2 2 9 25 10 4 4 0 3 25 3 25 8 8 4 25 25 19 25 25 split_gain=5.06245e+07 6.23209e+07 9.79795e+07 2.212e+07 2.04065e+07 6.20244e+07 1.82151e+07 1.47291e+07 1.19408e+07 1.38544e+07 8.90533e+06 8.51993e+06 1.15655e+07 7.5401e+06 7.52732e+06 6.15682e+06 5.43521e+06 1.08727e+07 5.37788e+06 5.15303e+06 4.84931e+06 6.28335e+06 5.39711e+06 4.15218e+06 3.5787e+06 3.35441e+06 2.72926e+06 2.67335e+06 2.6253e+06 2.43381e+06 2.24462e+06 1.10095e+07 4.91373e+07 1.86304e+06 1.86125e+06 1.6157e+06 1.23197e+06 1.51689e+06 1.92533e+06 1.21695e+06 1.00416e+06 849056 1.00743e+06 830086 775968 599743 484095 364026 threshold=2692.2960000000003 2632.2792750000003 273.34650000000005 591.40200000000016 0 2773.7250000000004 8.6540000000000017 149.36175000000003 1329.5732400000002 137.37570000000002 103.44915000000002 1329.5732400000002 1115.3337000000004 665.12000000000012 1022.9471520000001 1 2 1876.5445000000002 2763.7525000000005 974.18930000000012 3.6191000000000004 732.3900000000001 1114.9175000000002 548.50000000000011 2773.7250000000004 1.6834000000000002 974.18930000000012 1295.575 145.14425000000003 1444.3300000000002 365.76300000000003 3 176.34057000000004 1876.5445000000002 508.16875000000005 67.573000000000022 46.200350000000007 4 566.70675000000006 5 52.729500000000009 217.11700000000005 215.03750000000002 6 7 336.99850000000004 8 9 decision_type=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 2 2 9 2 2 2 2 2 9 2 9 2 2 2 9 9 2 9 9 left_child=3 8 -3 10 5 20 11 -8 9 25 30 15 14 -9 -13 24 17 19 -17 27 22 26 -5 -21 -6 28 -22 -12 -2 -14 36 32 40 34 39 -36 43 38 -38 -18 -32 46 -43 45 -45 -1 -33 -39 right_child=1 2 -4 4 6 -7 7 13 -10 -11 16 12 29 -15 -16 18 33 -19 -20 23 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 31 41 -34 -35 35 -37 37 47 -40 -41 -42 42 -44 44 -46 -47 -48 -49 leaf_value=0.031909617492129214 0.61976656767038196 28.801262036132812 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28 36 24 28 24 68 26 27 61 337 20 27 154 231 5485 4656 319 2668 32 211 102 57359 255558 83 616 2226 leaf_count=22809 26 25 24 36 326 21 20 29 26 20 2937 32 32 20 20 1506 4646 32 21 114 85 39 28 36 24 28 24 68 26 27 61 337 20 27 154 231 5485 4656 319 2668 32 211 102 57359 255558 83 616 2226 internal_value=0 5.3769 14.9463 -0.00289743 0.976819 3.72227 0.644608 5.69879 1.65547 3.22517 -0.00911592 0.472429 3.16446 2.74704 6.60277 0.31323 0.272193 0.619004 0.586076 0.562122 2.25817 1.26361 4.55809 2.371 -0.869072 1.3641 0.0311214 0.471829 2.86669 0.13409 -0.0178903 0.384763 3.24029 0.128165 0.137527 0.815219 -0.0194836 0.0772519 0.196139 0.101854 0.469025 0.103474 0.556174 -0.023138 -0.0273901 0.034982 -0.0441236 -0.0232638 internal_weight=0 175 49 363077 2290 233 2057 69 126 100 360787 1988 111 49 52 1877 10913 3187 1527 3155 212 148 64 150 350 80 109 3005 52 59 349874 1379 113 7726 7699 385 348495 12686 5804 7314 93 1266 313 335809 312917 22892 953 6882 internal_count=363252 175 49 363077 2290 233 2057 69 126 100 360787 1988 111 49 52 1877 10913 3187 1527 3155 212 148 64 150 350 80 109 3005 52 59 349874 1379 113 7726 7699 385 348495 12686 5804 7314 93 1266 313 335809 312917 22892 953 6882 cat_boundaries=0 6 13 19 25 31 37 43 50 57 64 cat_threshold=1049088 0 0 65536 0 1024 10747908 134317056 524352 40894496 0 2147483648 2 2215954432 134218304 67109136 328193 4210688 1026 8389636 262144 16 4194304 0 1024 137463328 8750128 168300881 100663808 321 1152 136381984 8750092 168296960 1612709920 270537728 2147483649 1073741828 32836 268436997 36708640 272764049 279974978 2685436288 1208746272 8394832 2147565569 16789504 536896041 2 134250496 65600 65 70254624 4194304 1 2 84152325 1275069002 11796492 1611792385 2101248 2147484165 2 is_linear=0 shrinkage=0.01 Tree=191 num_leaves=48 num_cat=11 split_feature=3 4 10 1 25 1 11 8 10 2 26 2 25 3 8 6 12 6 25 24 13 15 0 0 0 25 0 24 10 1 7 1 3 10 11 10 0 0 25 11 25 10 0 24 25 18 24 split_gain=4.96171e+07 6.10807e+07 9.60297e+07 2.26664e+07 2.79564e+07 4.80926e+07 1.6383e+07 1.17081e+07 1.3683e+07 1.05822e+07 1.05471e+07 8.95788e+06 6.78808e+06 8.57653e+06 6.44172e+06 6.1729e+06 6.04293e+06 7.56717e+06 5.6561e+06 8.30205e+06 5.47169e+06 4.91799e+06 3.8965e+06 3.68381e+06 3.14088e+06 3.13362e+06 7.56828e+06 1.77438e+07 4.16014e+06 3.08154e+06 2.69271e+06 2.17233e+06 1.9798e+06 1.65801e+06 2.25779e+06 1.88617e+06 1.673e+06 1.2985e+06 1.25088e+06 1.04661e+06 952143 2.45122e+06 946479 779937 3.20569e+06 667853 453072 threshold=2692.2960000000003 2632.2792750000003 273.34650000000005 786.48464000000001 0 2779.5510000000008 2995.7383125000001 1548.5050000000003 137.37570000000002 249.90350000000004 2022.5000000000002 208.72700000000003 1 1107.1660000000004 1128.2175000000002 797.20500000000004 1092.2600000000002 1118.3050000000001 2 3 518.6631000000001 76.69250000000001 150.05350000000004 1501.0951200000002 3.3935000000000004 4 988.99750000000006 5 207.477 2779.5510000000008 375.00750000000005 959.97700000000009 353.54500000000002 800.19400000000007 134.93670000000003 1105.5920000000003 1836.963 1266.1895000000002 6 494.81977000000006 7 1528.9670000000003 1501.0951200000002 8 9 2044.7545000000002 10 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 9 1 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 1 9 2 1 left_child=3 7 -3 9 5 11 14 8 10 24 31 22 13 23 18 21 20 -18 19 -6 -16 -15 -5 30 40 26 28 -28 -26 -20 -11 -2 -13 36 -35 -36 37 -14 39 -27 41 46 -40 44 -42 -45 -1 right_child=1 2 -4 4 6 -7 -8 -9 -10 12 -12 32 33 15 16 -17 17 -19 29 -21 -22 -23 -24 -25 25 38 27 -29 -30 -31 -32 -33 -34 34 35 -37 -38 -39 42 -41 43 -43 -44 45 -46 -47 -48 leaf_value=-0.064013955823378682 2.291051794687907 28.513250463867191 0.50891762097676596 9.7071474018096922 2.5826364554299248 19.573608286597512 9.1779126076076345 -4.4880911819458014 10.562762548446656 0.50436709835148097 -2.9160731509152584 -2.1828691749572755 0.099285215355490938 1.0647177722959809 2.8071813035429569 8.6312831115722659 9.2507208281296958 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262145 4195328 1026 134219264 134217728 4352 1073807360 2097152 2147484673 3852 143690240 134250496 1048896 1140916224 4195457 1600 1094 69534756 1082394208 235409424 1049089 404754752 2147483680 2 1073741952 360452 276831749 34669344 141328 279991297 1 1081600 16 256 3221241857 2 136 is_linear=0 shrinkage=0.01 Tree=192 num_leaves=48 num_cat=12 split_feature=3 4 10 1 25 1 22 2 8 10 2 2 25 3 2 25 24 0 3 0 0 6 0 9 0 0 2 25 25 0 0 13 1 3 24 10 9 0 0 1 4 25 10 25 24 24 25 split_gain=4.86297e+07 5.98652e+07 9.41187e+07 2.22216e+07 2.73978e+07 4.71355e+07 1.50971e+07 1.44818e+07 1.14751e+07 1.34107e+07 1.03715e+07 8.77961e+06 6.653e+06 8.40586e+06 6.11732e+06 5.08942e+06 6.59082e+06 7.74636e+06 4.32343e+06 3.81896e+06 3.6105e+06 3.23266e+06 3.07902e+06 3.99826e+06 4.55013e+07 2.91532e+06 2.63005e+06 2.45431e+06 2.39645e+06 9.39558e+06 3.43121e+06 2.2694e+06 2.20175e+06 1.9404e+06 1.88804e+06 1.62502e+06 2.07356e+06 1.63971e+06 1.27266e+06 1.23627e+06 1.14484e+06 920776 2.12227e+06 787144 1.24194e+06 456124 414032 threshold=2692.2960000000003 2632.2792750000003 273.34650000000005 786.48464000000001 0 2779.5510000000008 134.98749999999998 621.21800000000007 1548.5050000000003 137.37570000000002 249.90350000000004 208.72700000000003 1 1107.1660000000004 1444.3300000000002 2 3 1266.1895000000002 1107.1660000000004 150.05350000000004 1501.0951200000002 1.6834000000000002 3.3935000000000004 323.04725000000008 9.8167500000000008 2773.7250000000004 145.14425000000003 4 5 1266.1895000000002 2773.7250000000004 1099.5287500000002 31.197500000000002 353.54500000000002 6 800.19400000000007 300.85418000000004 1836.963 1266.1895000000002 1256.4300000000001 558.69700000000012 7 1528.9670000000003 8 9 10 11 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 9 1 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 1 2 2 2 2 2 2 9 2 9 1 1 9 left_child=3 8 -3 10 5 11 15 -8 9 21 22 19 13 20 32 16 17 -6 34 -5 27 26 41 28 -25 -18 -2 -12 29 -24 -30 -26 -15 -13 -17 37 -37 38 -14 -20 -38 42 45 44 -43 -1 -45 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115 1338 40 126 101 361624 93 4931 2030 111 1298 773 302 525 43 1919 81 356693 44804 821 471 53 1885 43983 18824 25159 800 89 50 484 2901 81 2820 2795 41 48 311889 26165 285724 55570 26132 230154 internal_count=363252 175 49 363077 1453 115 1338 40 126 101 361624 93 4931 2030 111 1298 773 302 525 43 1919 81 356693 44804 821 471 53 1885 43983 18824 25159 800 89 50 484 2901 81 2820 2795 41 48 311889 26165 285724 55570 26132 230154 cat_boundaries=0 5 11 17 18 24 30 31 37 44 45 46 53 cat_threshold=1048576 0 64 0 16384 2217001984 142870020 68157712 262145 4195328 1026 49152 64 4352 1073807360 2097152 2147484673 360 2214608896 0 0 262145 0 2 137465348 134513216 1053008 1140916224 6296705 1632 224 1073741824 360452 276831749 34669344 4335632 279991297 2685436036 1225261408 0 3290718209 285217792 536879210 2 1 2184 76038400 2100240 2182676920 134210 134234242 2151678464 1 is_linear=0 shrinkage=0.01 Tree=193 num_leaves=53 num_cat=11 split_feature=3 4 10 0 25 0 22 8 8 10 24 26 0 26 8 4 3 7 19 25 24 25 7 24 3 0 3 3 17 9 25 3 5 5 4 18 6 13 6 4 0 24 13 4 0 9 4 25 24 18 24 5 split_gain=4.76619e+07 5.86738e+07 9.22458e+07 2.09253e+07 1.97396e+07 6.04847e+07 1.76205e+07 1.4573e+07 1.12467e+07 1.31439e+07 1.0867e+07 1.032e+07 8.3699e+06 1.20108e+07 8.16748e+06 1.13012e+07 7.80545e+06 7.27706e+06 7.20751e+06 5.95609e+06 6.31899e+06 5.31191e+06 5.44935e+06 5.92057e+06 7.85303e+06 3.47125e+06 3.04656e+06 2.98771e+06 3.3176e+06 2.64398e+06 9.06307e+06 2.95229e+07 4.83087e+06 2.09756e+06 1.8142e+06 1.56343e+06 2.297e+06 1.54691e+06 1.77228e+06 1.46525e+06 1.38654e+06 1.6158e+06 2.4786e+06 1.17255e+06 1.19639e+06 879993 833014 815118 945376 814422 609284 426955 threshold=2692.2960000000003 2632.2792750000003 273.34650000000005 591.40200000000016 0 2773.7250000000004 8.6540000000000017 149.36175000000003 1548.5050000000003 137.37570000000002 1 2022.5000000000002 1501.0951200000002 2022.5000000000002 1329.5732400000002 1115.3337000000004 92.246000000000009 815.13625000000013 665.12000000000012 2 3 4 375.00750000000005 5 327.31500000000005 2773.7250000000004 152.59975000000003 566.70675000000006 543.33000000000004 383.33200000000005 6 8.5440000000000023 435.02500000000003 511.91625000000005 1876.5445000000002 335.96171500000008 685.98275000000012 1099.5287500000002 1913.0125000000005 284.42020000000008 13.156500000000003 7 345.91750000000008 308.63840000000005 346.24075000000011 502.38034000000005 6.7825000000000006 8 9 912.34500000000014 10 1121.68056 decision_type=2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 1 9 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 1 2 1 2 left_child=3 8 -3 16 5 10 14 -8 9 11 35 39 13 -12 19 17 29 -16 -9 25 -21 22 27 24 -24 -6 -25 33 -29 40 31 32 -31 -18 -17 36 -5 38 49 -2 47 42 -42 51 -45 -39 -43 50 -49 -23 -1 -32 right_child=1 2 -4 4 6 -7 7 18 -10 -11 12 -13 -14 -15 15 34 21 -19 -20 20 -22 37 23 26 -26 -27 -28 28 -30 30 43 -33 -34 -35 -36 -37 -38 45 -40 -41 41 46 -44 44 -46 -47 -48 48 -50 -51 -52 -53 leaf_value=0.1096107467106173 6.0645284430185953 27.945835180664062 0.49878986040751139 -1.8528124704517301 -0.61893386106001091 19.995142691476005 12.787823253631592 -0.52665116453992911 -4.3987779876708988 10.352563269019127 10.281808169515509 -2.8965472207349889 -1.064322265625 2.6465011366738214 1.7567243900299072 -1.814726825290256 0.2051744221879207 9.4460747860372063 7.2766178417205811 1.2115910829105669 -0.073176687156039463 0.08621169686949072 0.14546871423721314 2.7390942225456238 5.1638465233063426 -4.5595345346132916 0.4733935818060851 0.88809773161512451 4.61402371673584 0.4994115678226056 -0.012463007815533953 13.707049124581474 5.7377966766357416 1.3696906348550979 1.705021931231022 2.3297725648880006 1.6068330213001796 -0.07938976001739502 2.7477051773071288 2.532410941745924 0.13555534017882673 -0.059239073586474816 2.245038841877665 0.55797681700724822 3.2286173620223999 -2.8060032089825335 0.079720897360212761 0.028216739075997921 -0.034313421278439851 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126 101 212 81 103 83 1988 111 360787 52 49 1877 1527 11268 4356 597 137 350 460 3759 567 349519 1266 188 167 3192 59 109 89 6912 6863 47 348253 29074 10446 1078 124 49 18628 319179 301076 6838 18103 954 internal_count=363252 175 49 363077 2290 233 2057 69 126 101 212 81 103 83 1988 111 360787 52 49 1877 1527 11268 4356 597 137 350 460 3759 567 349519 1266 188 167 3192 59 109 89 6912 6863 47 348253 29074 10446 1078 124 49 18628 319179 301076 6838 18103 954 cat_boundaries=0 6 7 14 15 21 22 28 29 35 36 37 cat_threshold=1049088 0 0 65536 0 1024 3976 10747908 134317056 524352 40894496 0 2147483648 2 3342 204588032 142967296 201851217 33620480 4195328 1026 260 8388608 262144 0 1077936128 0 1024 30 3221225472 98304 276827652 3416352 272772112 279991330 1 3142 is_linear=0 shrinkage=0.01 Tree=194 num_leaves=45 num_cat=9 split_feature=3 4 12 1 25 1 11 8 2 2 25 3 8 7 5 2 6 12 6 25 24 13 0 0 14 1 0 9 0 7 25 0 0 13 3 0 18 0 25 25 24 9 3 25 split_gain=4.67134e+07 5.75062e+07 7.6568e+07 2.14994e+07 2.67226e+07 4.60769e+07 1.59189e+07 1.10229e+07 1.00386e+07 8.63203e+06 6.47526e+06 8.20202e+06 6.18338e+06 6.10346e+06 8.19692e+06 8.39087e+06 6.01718e+06 5.82578e+06 7.3836e+06 5.49869e+06 8.10208e+06 5.3735e+06 3.76399e+06 3.51386e+06 3.09982e+06 3.01872e+06 2.9597e+06 3.86622e+06 4.45828e+07 2.59608e+06 2.32448e+06 9.09668e+06 3.32653e+06 2.22327e+06 1.88286e+06 1.12205e+06 1.1173e+06 1.29685e+06 903647 745830 1.25937e+06 706537 473626 408489 threshold=2692.2960000000003 2632.2792750000003 85.539750000000012 786.48464000000001 0 2779.5510000000008 2995.7383125000001 1548.5050000000003 249.90350000000004 208.72700000000003 1 1107.1660000000004 1128.2175000000002 759.38475000000005 102.38725000000001 145.14425000000003 797.20500000000004 1092.2600000000002 1118.3050000000001 2 3 518.6631000000001 150.05350000000004 1501.0951200000002 355.19000000000005 2779.5510000000008 3.3935000000000004 323.04725000000008 9.8167500000000008 375.00750000000005 4 1266.1895000000002 2773.7250000000004 1099.5287500000002 353.54500000000002 1836.963 1160.0500000000002 562.18200000000013 5 6 7 1279.0000000000002 220.21350000000004 8 decision_type=2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 9 1 2 2 9 left_child=3 7 -3 8 5 9 12 13 26 22 11 23 19 14 15 -2 24 21 -19 20 -6 -14 -5 29 -13 -21 38 30 -29 -10 31 -28 -32 -30 -11 36 37 -12 41 40 -40 42 -1 -41 right_child=1 2 -4 4 6 -7 -8 -9 10 34 35 16 17 -15 -16 -17 -18 18 -20 25 -22 -23 -24 -25 -26 -27 27 28 33 -31 32 -33 -34 -35 -36 -37 -38 -39 39 43 -42 -43 -44 -45 leaf_value=0.022213051971631967 -0.12279785461425782 3.0735684684470845 28.205652729381214 9.5116725578308099 2.5388741789727542 19.146697743155741 9.0358311329717225 -4.3547903877258305 0.49026533957154722 -2.1482983188629152 0.10964033374663351 1.4481298730071164 2.7585644815679182 6.9351957031776168 -3.2700650487343474 8.2465218558518778 8.4855977630615236 9.0915473703237684 1.2200615484064274 0.057583031521493071 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2.72318 5.48378 0.417818 1.23532 1.08726 6.3389 0.723387 2.4277 -0.145603 -0.013853 0.0621478 0.742065 0.665917 0.0494563 0.133463 -0.0134452 0.364513 0.228374 0.135028 0.154909 0.17142 -0.0247708 -0.0300353 0.00339327 0.030253 0.0283353 -0.0378738 internal_weight=0 175 49 363077 1453 115 1338 126 361624 93 4931 2030 1315 101 72 48 111 129 48 1186 476 81 43 1919 91 710 356693 44804 821 1885 43983 18824 25159 800 50 2901 2873 2853 311889 284654 54070 27235 27196 230584 internal_count=363252 175 49 363077 1453 115 1338 126 361624 93 4931 2030 1315 101 72 48 111 129 48 1186 476 81 43 1919 91 710 356693 44804 821 1885 43983 18824 25159 800 50 2901 2873 2853 311889 284654 54070 27235 27196 230584 cat_boundaries=0 5 11 17 18 24 30 37 38 45 cat_threshold=1048576 0 64 0 16384 2217001984 142870020 68157712 262145 4195328 1026 134219264 134217728 4352 1073807360 2097152 2147484673 3852 137465348 134513216 1053008 1140916224 6296705 1632 1073741952 360452 276831749 34669344 141328 279991297 2685435908 1225261408 128 3290456065 289412096 536879210 2 1 76038400 2100240 2182676792 396354 134234242 2151678464 1 is_linear=0 shrinkage=0.01 Tree=195 num_leaves=49 num_cat=3 split_feature=0 1 9 1 5 10 1 1 0 14 0 6 6 1 4 3 6 3 11 24 4 14 5 26 4 3 4 26 5 26 3 22 22 26 4 9 9 5 7 24 1 3 24 7 6 3 5 4 split_gain=5.6675e+07 9.25767e+07 1.77032e+08 2.423e+07 3.08176e+07 3.99305e+07 9.45494e+06 1.06085e+07 9.12429e+06 7.95769e+06 6.16357e+06 1.01199e+07 5.69296e+06 5.55992e+06 5.67315e+06 5.0457e+06 4.53312e+06 4.51495e+06 4.18256e+06 3.39696e+06 3.29554e+06 4.47331e+06 6.91784e+06 3.17681e+06 3.15616e+06 3.27215e+06 8.14923e+06 3.60389e+06 3.11035e+06 2.77051e+06 4.3394e+06 2.51154e+06 1.09572e+07 2.87275e+06 1.87952e+06 1.60421e+06 1.02315e+07 1.4763e+06 1.27193e+06 1.23367e+06 1.1382e+06 1.08216e+06 1.0131e+06 889529 505677 459843 390443 350593 threshold=2773.7250000000004 2779.5510000000008 85.335000000000022 733.23400000000015 2763.7525000000005 358.75150000000002 554.77325000000008 48.966000000000001 249.87000000000003 207.44414000000003 885.78750000000014 3.1710000000000007 1913.0125000000005 1097.7209 625.2833710000001 54.436500000000009 1118.3050000000001 304.68375000000009 1156.9900000000002 0 378.77050000000003 11.661900000000001 710.99890000000016 2022.5000000000002 39.060175000000008 1471.8415000000002 234.35050000000004 2022.5000000000002 2763.7525000000005 2022.5000000000002 602.3524450000001 0.43224999999999997 15.948750000000002 2022.5000000000002 1517.5820000000001 383.33200000000005 406.08214000000004 160.69600000000003 174.05075000000002 1 219.8015 327.31500000000005 2 252.00850000000005 311.24100000000004 426.62850000000009 1121.68056 258.76800000000009 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 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 left_child=3 6 -3 8 10 -6 7 23 24 46 12 13 29 15 -15 -12 19 43 -19 44 38 22 -22 -2 28 37 -27 -28 35 30 -5 33 -33 -21 -31 42 -37 41 -18 -39 -23 -26 -1 -13 47 -46 -8 -10 right_child=1 2 -4 4 5 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0.52622136669157193 -0.033907807451300072 -3.0519623395374844 -0.59064080215635761 -2.2450781634875709 -5.0301105948856906 0.27514312631124027 leaf_weight=115086 33 20 28 473 22 30 20 24 312 21 20 20 31 64 25 21 27 98 55 2373 22 20 22 29 14100 20 22 25 27 607 90 20 119 2171 25 64 914 669 33 1516 21 513 223264 28 42 28 21 77 leaf_count=115086 33 20 28 473 22 30 20 24 312 21 20 20 31 64 25 21 27 98 55 2373 22 20 22 29 14100 20 22 25 27 607 90 20 119 2171 25 64 914 669 33 1516 21 513 223264 28 42 28 21 77 internal_value=0 5.37696 17.4449 -0.00184015 1.22259 8.79552 1.46303 3.60911 -0.00728986 -1.51379 0.969673 2.18056 0.642754 4.35476 2.95111 7.40171 0.405088 0.77436 1.61383 0.355917 2.14881 3.41542 5.6299 1.42392 -0.0134104 0.120112 2.32565 0.0506215 -0.0200461 0.532999 1.04315 0.435934 1.76096 0.396361 0.0785435 -0.0203161 0.384106 0.111315 0.35443 0.353754 1.03891 0.0750646 -0.0214851 -1.90144 -0.459946 -1.25242 -4.07777 -0.329166 internal_weight=0 196 48 363116 1609 52 148 86 361507 62 1557 331 1226 130 89 41 5287 201 153 5142 145 85 44 62 356220 16865 67 47 339355 1195 563 4683 139 4544 632 339328 978 16798 60 2185 41 14613 338350 48 459 70 41 389 internal_count=363312 196 48 363116 1609 52 148 86 361507 62 1557 331 1226 130 89 41 5287 201 153 5142 145 85 44 62 356220 16865 67 47 339355 1195 563 4683 139 4544 632 339328 978 16798 60 2185 41 14613 338350 48 459 70 41 389 cat_boundaries=0 1 2 3 cat_threshold=128 1296 23 is_linear=0 shrinkage=0.01 Tree=196 num_leaves=49 num_cat=6 split_feature=0 1 9 1 5 10 2 26 25 8 2 0 2 16 25 0 24 22 14 6 13 8 4 5 25 10 20 4 14 9 4 11 13 4 8 2 9 20 9 25 2 1 2 1 0 8 24 0 split_gain=5.55472e+07 9.07344e+07 1.73509e+08 2.37478e+07 3.02043e+07 3.91359e+07 1.38123e+07 1.14633e+07 9.30458e+06 1.46672e+07 1.2186e+07 8.94271e+06 8.1975e+06 7.35036e+06 6.32896e+06 5.80928e+06 4.55277e+06 7.41814e+06 4.46251e+06 4.27662e+06 3.8124e+06 3.54041e+06 3.09359e+06 3.04846e+06 2.61248e+06 5.5825e+06 2.52376e+06 3.46655e+06 2.62296e+06 2.49067e+06 2.33534e+06 2.08634e+06 1.85898e+06 1.81634e+06 1.70125e+06 1.632e+06 1.36458e+06 925175 712058 621388 856939 3.5161e+06 1.00996e+06 460511 390705 321931 141383 25455.8 threshold=2773.7250000000004 2779.5510000000008 85.335000000000022 733.23400000000015 2763.7525000000005 358.75150000000002 27.046500000000005 2022.5000000000002 0 7.3040000000000012 957.78375000000017 249.87000000000003 9.8167500000000008 52.521000000000008 1 175.70850000000002 2 8.6540000000000017 1298.1175000000001 1118.3050000000001 455.99875000000003 86.167500000000004 39.060175000000008 2763.7525000000005 3 1274.5290000000002 146.62100000000004 1115.3337000000004 28.016000000000002 1889.5600000000002 1517.5820000000001 419.91000000000003 605.03964000000008 678.56500000000017 1926.0125000000005 863.30000000000007 383.33200000000005 350.67500000000007 87.037500000000009 4 1092.7150000000004 51.897000000000013 547.57500000000016 1256.4300000000001 988.99750000000006 2877.4750000000008 5 1501.0951200000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 1 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 1 2 left_child=3 6 -3 11 8 -6 7 -2 9 10 12 22 -5 21 16 35 26 19 20 -18 -17 -8 23 34 25 30 27 -13 -28 37 -24 33 -33 -11 36 38 -1 -26 -10 44 42 -42 -41 -37 46 -36 -16 -46 right_child=1 2 -4 4 5 -7 13 -9 15 31 -12 14 -14 -15 39 18 17 -19 -20 -21 -22 -23 24 -25 29 -27 28 -29 -30 -31 -32 32 -34 -35 45 43 -38 -39 -40 40 41 -43 -44 -45 47 -47 -48 -49 leaf_value=-0.02149862398064939 9.249362134933472 39.766398773193359 1.2019052859715054 6.1968838053610593 18.838166847229004 1.2784502914746603 -4.6927160059439172 0.40179840352800156 -0.21312891707515086 0.41509666881045781 9.5185123866313219 -0.066857354926767518 1.298407042319736 4.2989463262557983 0.066723678472663167 1.3876309338244199 0.86667519640768009 6.332674802495883 5.2702796253791222 3.8340376923561097 -0.91640656869551718 -0.15042232751846313 0.29494437793607342 3.3401666853162979 0.055428970255199807 5.0691699676513675 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-0.013276 -0.0198456 0.118916 0.359341 0.235299 0.0647262 1.38697 0.0543899 0.327003 0.481474 1.57938 -0.463946 -0.020113 -0.186066 -0.0204253 0.0611463 -0.0424854 -0.00386584 0.0732426 1.45249 0.0400267 -2.0868 -0.360348 1.58524 -0.237981 -1.12714 internal_weight=0 196 48 363116 1609 52 148 59 1557 385 184 361507 147 89 5287 1172 3046 1773 574 1747 548 69 356220 339355 16865 3555 1273 1107 166 13310 3530 201 93 108 339328 598 339262 13278 556 2241 1849 44 1805 42 392 66 334 58 internal_count=363312 196 48 363116 1609 52 148 59 1557 385 184 361507 147 89 5287 1172 3046 1773 574 1747 548 69 356220 339355 16865 3555 1273 1107 166 13310 3530 201 93 108 339328 598 339262 13278 556 2241 1849 44 1805 42 392 66 334 58 cat_boundaries=0 6 13 14 20 27 28 cat_threshold=1049088 1024 336 0 2113536 1024 76924448 142607360 68161872 0 2101248 2147483722 2 3968 2129920 1208320576 67109136 262657 128 1034 524288 16777220 8915461 105120256 2048 0 1 540 is_linear=0 shrinkage=0.01 Tree=197 num_leaves=47 num_cat=7 split_feature=0 1 9 1 5 10 2 26 25 26 5 3 0 7 25 0 5 14 13 2 4 3 19 4 0 0 25 10 14 22 22 4 9 2 3 25 7 26 25 25 3 25 2 1 10 9 split_gain=5.44418e+07 8.89288e+07 1.70056e+08 2.32752e+07 2.96032e+07 3.83571e+07 1.35375e+07 1.12352e+07 9.11942e+06 8.94087e+06 1.04003e+07 1.32688e+07 8.7645e+06 6.98248e+06 6.20326e+06 5.69368e+06 5.6369e+06 4.37371e+06 3.73653e+06 3.61519e+06 3.57596e+06 3.09842e+06 3.72429e+06 2.94971e+06 4.47858e+06 2.84915e+06 2.68045e+06 4.83446e+07 2.67381e+06 2.29411e+06 1.03579e+07 2.23563e+06 2.21404e+06 1.59952e+06 1.05788e+06 1.05349e+06 1.3779e+06 1.11683e+06 1.49669e+06 1.23855e+06 843500 756301 712782 3.11577e+06 717776 697888 threshold=2773.7250000000004 2779.5510000000008 85.335000000000022 733.23400000000015 2763.7525000000005 358.75150000000002 27.046500000000005 2022.5000000000002 0 2022.5000000000002 710.99890000000016 602.3524450000001 249.87000000000003 759.38475000000005 1 175.70850000000002 1530.4632000000001 1298.1175000000001 455.99875000000003 669.1825 784.4625000000002 14.222000000000001 1374.0700000000002 861.89750000000015 531.67662500000017 1501.0951200000002 2 195.68625000000003 233.30814000000001 0.43224999999999997 15.948750000000002 125.16240000000001 981.55950000000007 863.30000000000007 191.28750000000002 3 2690.3565000000003 2022.5000000000002 4 5 1471.8415000000002 6 1092.7150000000004 51.897000000000013 983.00100000000009 87.037500000000009 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 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 9 9 2 9 2 2 2 2 left_child=3 6 -3 12 8 -6 7 -2 9 10 11 -5 21 20 19 33 28 18 -17 29 -8 35 26 25 -25 -21 27 -23 -11 32 -31 -28 -14 45 -35 37 41 38 -1 -39 42 -37 44 -44 -16 -10 right_child=1 2 -4 4 5 -7 13 -9 15 16 -12 -13 14 -15 40 17 -18 -19 -20 23 -22 22 -24 24 -26 -27 31 -29 -30 30 -32 -33 -34 34 -36 36 -38 39 -40 -41 -42 -43 43 -45 -46 -47 leaf_value=0.23117724473890847 9.1568687844276422 39.368734756469728 1.1898859814235143 3.6538904795470564 18.649785718050872 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leaf_count=5587 32 20 28 110 22 30 29 27 453 113 37 29 2521 39 2142 463 20 26 85 246 21 437 22 22 52 22 24722 20 76 20 86 3211 77 22 20 58118 20 4706 5122 5628 23 248627 23 25 28 103 internal_value=0 5.26995 17.0977 -0.00180338 1.19826 8.62049 1.43392 5.14847 0.950376 2.26659 3.9861 5.24028 -0.00714464 -1.02854 0.397021 0.494446 0.927022 1.21009 1.01995 0.689692 -3.5023 -0.0131433 0.0870342 1.66066 3.42803 1.17265 0.0838471 0.835342 0.392788 0.569435 2.01145 0.0712276 0.5106 -0.184206 -2.06593 -0.0218259 -0.0265209 0.0466083 0.118195 -0.0275311 -0.00384074 -0.0266929 0.0158984 1.22123 -0.0107633 -0.0420606 internal_weight=0 196 48 363116 1609 52 148 59 1557 385 176 139 361507 89 5287 1172 209 574 548 3046 50 356220 28412 342 74 268 28390 457 189 2704 106 27933 2598 598 42 327808 306765 21043 10709 10334 2241 306745 2218 48 2170 556 internal_count=363312 196 48 363116 1609 52 148 59 1557 385 176 139 361507 89 5287 1172 209 574 548 3046 50 356220 28412 342 74 268 28390 457 189 2704 106 27933 2598 598 42 327808 306765 21043 10709 10334 2241 306745 2218 48 2170 556 cat_boundaries=0 6 13 18 24 30 34 41 cat_threshold=1049088 1024 336 0 2113536 1024 76924448 142607360 68161872 0 2101248 2147483722 2 8388608 0 0 66048 1024 2685403136 327684 193 1080434992 141952 808453674 2148532224 4 1 1078067248 2560 268436488 2148532224 4 1 1078067248 1073791108 2130000 277880340 2215657472 272633872 1074274369 2 is_linear=0 shrinkage=0.01 Tree=198 num_leaves=46 num_cat=8 split_feature=0 1 6 1 25 2 26 2 2 26 22 0 16 0 25 24 1 24 22 6 3 8 3 19 8 25 13 2 16 1 1 3 3 25 24 2 20 10 6 14 3 2 1 10 25 split_gain=5.33584e+07 8.71591e+07 1.49236e+08 2.2812e+07 2.17254e+07 5.39749e+07 1.44229e+07 1.97106e+07 1.32681e+07 1.10116e+07 1.0458e+07 8.59009e+06 7.17934e+06 6.96711e+06 6.07982e+06 5.50799e+06 4.505e+06 4.4776e+06 7.26108e+06 4.16566e+06 3.53567e+06 3.39757e+06 3.03676e+06 3.65018e+06 2.74052e+06 2.55424e+06 4.55581e+07 2.2932e+06 1.96057e+06 1.78224e+06 1.42823e+06 1.80802e+06 1.15749e+06 1.03255e+06 1.26754e+06 3.49874e+06 1.03149e+06 866280 1.3431e+06 842925 826715 698597 3.05376e+06 703492 663508 threshold=2773.7250000000004 2779.5510000000008 642.48675000000014 733.23400000000015 0 1444.3300000000002 2022.5000000000002 208.72700000000003 27.046500000000005 2022.5000000000002 198.10500000000005 249.87000000000003 52.521000000000008 99.243946000000008 1 2 2779.5510000000008 3 8.6540000000000017 1118.3050000000001 233.37189000000004 86.167500000000004 14.222000000000001 1374.0700000000002 1926.0125000000005 4 47.39500000000001 1444.3300000000002 10.229000000000001 16.567500000000003 1891.4572200000002 191.28750000000002 602.3524450000001 5 6 579.4525000000001 172.584 1274.5290000000002 34.441200000000002 369.2625000000001 1471.8415000000002 1092.7150000000004 51.897000000000013 983.00100000000009 7 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 1 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 left_child=3 8 -3 11 5 6 7 -5 9 -2 13 22 21 30 17 16 -15 20 19 -19 36 -10 33 25 -17 26 -24 -22 -8 -27 32 -32 -6 34 35 -1 -13 39 -39 -35 41 43 -43 -16 -36 right_child=1 2 -4 4 10 -7 28 -9 12 -11 -12 14 -14 15 40 24 -18 18 -20 -21 27 -23 23 -25 -26 29 -28 -29 -30 -31 31 -33 -34 37 44 -37 -38 38 -40 -41 -42 42 -44 -45 -46 leaf_value=0.19050373042679272 9.0652998411655421 37.789900573730471 2.024520378112793 11.125405722820396 -0.091744015935703374 20.446795860290528 -2.4214761112758092 -1.0943500559980219 -4.6110028812047599 0.39380254933127651 6.3013632325565121 -0.26958186371889292 4.2571576871871946 2.3391115258598099 0.0099301529014145327 0.16977090566272268 -1.6131564607927877 0.85189360393010394 6.2595135088150329 3.7805113458633421 0.75519832911220852 -0.16128364980220794 0.14870510195386355 4.1578806140206073 3.1718934926119715 0.011633260627366099 15.594938473224641 3.7102130685533798 1.443456424758548 0.17848481051526471 -0.5379928698078279 -3.9957744936943058 1.7700675662358603 -0.027212907740970512 -0.082477242280877064 3.9444173362731934 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55 148 59 1478 361507 89 1444 5287 865 445 3046 1773 1747 1273 69 356220 28412 420 28390 442 451 56 27948 579 82 497 327808 21043 3635 822 306765 87 306678 2241 2218 48 2170 17408 internal_count=363312 196 48 363116 1609 131 111 55 148 59 1478 361507 89 1444 5287 865 445 3046 1773 1747 1273 69 356220 28412 420 28390 442 451 56 27948 579 82 497 327808 21043 3635 822 306765 87 306678 2241 2218 48 2170 17408 cat_boundaries=0 6 13 14 15 20 26 27 31 cat_threshold=1048576 0 64 0 0 1024 76924448 142607360 68161872 0 2101248 2147483722 2 317 3968 8388608 0 0 512 1024 2685403136 327684 193 1080434992 141952 808453674 1025 2148532224 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=199 num_leaves=48 num_cat=5 split_feature=0 1 6 1 5 10 2 25 0 7 2 2 16 25 0 3 14 4 6 3 15 13 1 3 19 22 22 25 13 4 2 2 16 3 25 10 6 14 3 2 1 10 10 25 4 4 7 split_gain=5.22966e+07 8.54247e+07 1.46266e+08 2.23581e+07 2.87986e+07 3.74962e+07 1.3004e+07 8.79723e+06 8.41915e+06 7.54723e+06 9.30958e+06 9.65761e+06 7.03647e+06 5.95883e+06 5.47579e+06 4.2888e+06 4.26123e+06 4.21619e+06 3.94655e+06 5.21702e+06 4.31317e+06 3.67179e+06 3.17718e+06 2.97633e+06 3.57754e+06 2.78904e+06 9.99723e+06 2.50341e+06 4.46515e+07 2.21929e+06 1.92917e+06 1.57246e+06 1.28423e+06 1.04019e+06 1.02222e+06 849286 1.31637e+06 876939 810263 684695 2.99299e+06 689493 591881 481618 501531 335626 173153 threshold=2773.7250000000004 2779.5510000000008 642.48675000000014 733.23400000000015 2763.7525000000005 358.75150000000002 27.046500000000005 0 249.87000000000003 6.0369065000000006 1254.2925000000002 9.8167500000000008 52.521000000000008 1 175.70850000000002 602.3524450000001 1298.1175000000001 284.42020000000008 1118.3050000000001 1107.1660000000004 331.27638000000002 455.99875000000003 554.77325000000008 14.222000000000001 1374.0700000000002 7.458800000000001 32.212500000000013 2 47.39500000000001 125.16240000000001 197.43915000000001 863.30000000000007 306.48090000000008 191.28750000000002 3 1274.5290000000002 34.441200000000002 543.29875000000015 1471.8415000000002 1092.7150000000004 51.897000000000013 983.00100000000009 137.37570000000002 4 215.03750000000002 36.005000000000003 244.53950000000003 decision_type=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 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 left_child=3 6 -3 8 7 -6 -2 9 23 10 11 -5 22 18 31 32 21 -17 25 20 -20 -16 -8 34 27 30 -27 28 -25 -29 -10 42 -11 -33 43 37 -37 -36 39 41 -41 -15 -9 45 -45 -1 -24 right_child=1 2 -4 4 5 -7 12 14 13 15 -12 -13 -14 38 16 17 -18 -19 19 -21 -22 -23 46 24 -26 26 -28 29 -30 -31 -32 33 -34 -35 35 36 -38 -39 -40 40 -42 -43 -44 44 -46 -47 -48 leaf_value=0.27634989065508686 5.0460178739564903 37.412003005981447 2.0042741121564593 6.3854268367473903 18.411181807084517 1.2232596050600211 -0.0017364456735808273 -0.18391061529135094 0.36439177677383344 -0.8620154788576323 9.7821913495271104 1.0042685837899485 4.214585817813874 0.0098308533924717865 1.3470356511844415 6.6847360811233525 5.1396131665890037 1.5449010689650911 0.1893827540734235 6.8820236171375626 5.1989555877187978 -0.91411354028477387 -5.0069422197341922 0.14721805707820784 4.1163019527088514 8.572538270950318 0.66793934920430187 0.038090189817772221 15.438988736391069 0.31745465838035858 0.91727692611287848 -0.54861807129599838 1.508388308863486 -3.6996562786102296 -0.026948445879323987 0.28968787990399258 3.2131465158462529 0.5130785490112052 -1.8710590744018556 -1.4064572035748026 3.5920424684524535 -1.5696192230497088 0.70999250888147136 0.028211963665852088 0.32938110621672279 1.5925047452449799 -3.6910647830963139 leaf_weight=620 59 20 28 52 22 30 29 468 1884 87 23 93 20 2142 463 20 26 79 68 22 23 85 20 422 22 20 80 24735 20 3213 949 22 31 20 305360 67 20 301 23 23 25 28 88 20852 568 20 20 leaf_count=620 59 20 28 52 22 30 29 468 1884 87 23 93 20 2142 463 20 26 79 68 22 23 85 20 422 22 20 80 24735 20 3213 949 22 31 20 305360 67 20 301 23 23 25 28 88 20852 568 20 20 internal_value=0 5.16508 16.7575 -0.00176747 1.17442 8.49507 1.40538 0.929923 -0.00700244 2.22262 3.8716 2.93406 -1.00808 0.389121 0.482195 1.04842 1.18399 2.58325 0.675967 2.51202 1.45554 0.99631 -2.52189 -0.0128817 0.0853022 0.607534 2.24886 0.0821785 0.820588 0.0701818 0.549598 -0.183367 -0.239282 -2.04911 -0.0213915 -0.0261346 0.961747 -0.0264167 -0.00376431 0.015582 1.19693 -0.0105491 -0.0424295 0.0443385 0.0361813 0.312595 -4.349 internal_weight=0 196 48 363116 1609 52 148 1557 361507 385 168 145 89 5287 1172 217 574 99 3046 113 91 548 69 356220 28412 2933 100 28390 442 27948 2833 598 118 42 327808 305748 87 305661 2241 2218 48 2170 556 22060 21420 640 40 internal_count=363312 196 48 363116 1609 52 148 1557 361507 385 168 145 89 5287 1172 217 574 99 3046 113 91 548 69 356220 28412 2933 100 28390 442 27948 2833 598 118 42 327808 305748 87 305661 2241 2218 48 2170 556 22060 21420 640 40 cat_boundaries=0 6 13 18 24 30 cat_threshold=1049088 1024 336 0 2113536 1024 76924448 142607360 68161872 0 2101248 2147483722 2 8388608 0 0 512 1024 2685403264 327684 193 1080434992 141952 808453672 0 0 0 0 2176 268435456 is_linear=0 shrinkage=0.01 Tree=200 num_leaves=49 num_cat=7 split_feature=2 4 7 6 1 25 13 1 4 8 1 5 6 5 6 4 11 8 7 26 1 5 11 9 4 25 7 8 5 5 20 8 25 25 9 1 5 18 8 19 5 4 8 25 26 25 25 6 split_gain=8.15303e+07 1.95445e+08 1.345e+08 1.72046e+07 1.58103e+07 1.25129e+07 9.43594e+06 8.38276e+06 2.27225e+07 7.75665e+06 5.74569e+06 9.32614e+06 5.46905e+06 5.19334e+06 4.91815e+06 6.83482e+06 5.89018e+06 4.23261e+06 7.32864e+06 4.37251e+06 3.96838e+06 3.65898e+06 3.2856e+06 4.26774e+06 2.99635e+06 2.82472e+06 4.4278e+06 6.25699e+06 2.36213e+06 2.11616e+06 1.96454e+06 1.68426e+06 1.55873e+06 1.55463e+06 3.04494e+06 2.20764e+07 1.45851e+06 1.30514e+06 1.01832e+06 1.01705e+06 892279 1.82556e+06 887277 1.25472e+06 807082 794466 658353 405454 threshold=2593.0505000000003 2632.2792750000003 2690.3565000000003 1520.8892800000003 132.46500000000003 0 972.56475000000012 2779.5510000000008 1.7323 184.4657 2779.5510000000008 834.63750000000016 603.25250000000017 1874.1882800000003 45.621000000000009 7.273200000000001 184.19410000000002 1128.2175000000002 1282.0428000000002 2022.5000000000002 290.01425000000006 1874.1882800000003 1347.54114 732.3900000000001 104.57750000000001 1 608.55210000000022 2.6253500000000001 2763.7525000000005 911.29109000000005 56.727250000000005 393.02680000000004 2 3 311.97500000000002 27.234500000000004 284.82500000000005 912.34500000000014 903.726 715.25850000000014 1121.68056 726.06900000000007 119.60205350000003 4 2022.5000000000002 5 6 22.261005000000001 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 9 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 9 2 9 9 2 left_child=4 3 -3 14 24 6 7 17 -9 -8 12 -12 32 -5 15 20 -16 19 -19 -6 -2 30 23 -11 28 26 29 -28 33 31 -14 -26 37 34 44 -36 -29 -7 -34 40 45 -42 46 -44 -1 -27 -35 -31 right_child=1 2 -4 13 5 10 9 8 -10 22 11 -13 21 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 39 27 36 -30 47 -32 -33 38 42 35 -37 -38 -39 -40 -41 41 -43 43 -45 -46 -47 -48 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79 4388 2228 5839 5809 55 317545 3417 27207 5754 314128 45 internal_count=363211 203 49 154 363008 10308 3285 3138 62 147 7023 59 6964 43 111 68 43 3076 123 2953 45 348 116 79 352700 7494 1655 104 345206 1551 313 1506 6616 345175 27630 423 79 4388 2228 5839 5809 55 317545 3417 27207 5754 314128 45 cat_boundaries=0 6 12 18 25 30 37 44 cat_threshold=76595200 142606336 68157776 262144 16384 1058 3178496 134480448 134217728 1 4199424 1098 134547104 263712 168301056 1682964481 2110208 2147483777 3230662656 98372 1029 1078075952 4230784 813712928 1 2424960 134217728 16 68157440 64 671434272 1073841160 1577040 2214920192 2097216 2147483649 2 32772 17039408 2424380112 2183398400 268566560 2151153731 2 is_linear=0 shrinkage=0.01 Tree=201 num_leaves=42 num_cat=9 split_feature=3 4 2 0 25 4 0 8 20 10 26 25 1 24 5 4 4 25 3 5 7 10 5 12 0 1 25 24 4 3 0 3 13 2 6 8 14 25 0 24 25 split_gain=9.48092e+07 1.46776e+08 2.23934e+08 1.73015e+07 2.77057e+07 5.47925e+07 2.45868e+07 1.43631e+07 1.2867e+07 8.65412e+06 9.24658e+06 8.59162e+06 7.97482e+06 8.09075e+06 6.82294e+06 5.31514e+06 4.40457e+06 4.14791e+06 4.18702e+06 6.29149e+06 3.07354e+06 3.06025e+06 2.99508e+06 2.84137e+06 2.59842e+06 3.25315e+06 2.5779e+06 3.00717e+06 2.87786e+06 2.55008e+06 6.08534e+06 4.335e+06 2.17259e+06 1.98561e+06 2.94863e+06 1.38856e+06 1.4995e+06 1.33956e+06 2.04881e+06 1.29339e+06 602128 threshold=2692.2960000000003 2632.2792750000003 2593.0505000000003 591.40200000000016 0 14.956000000000001 1114.9175000000002 1548.5050000000003 1756.0800000000002 137.37570000000002 2022.5000000000002 1 2779.5510000000008 2 153.51925000000003 128.56546000000003 2632.2792750000003 3 566.70675000000006 184.35900000000001 308.54480000000007 893.42000000000007 184.35900000000001 32.640300000000003 44.556600000000003 2779.5510000000008 4 5 234.35050000000004 141.98700000000005 2773.7250000000004 177.66805000000002 397.80214000000007 1800.6974500000001 1913.0125000000005 138.49600000000001 428.25000000000006 6 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1.55093e+07 1.40772e+07 1.14785e+07 1.10954e+07 4.9975e+07 1.21653e+07 8.4819e+06 9.06257e+06 7.43783e+06 1.21558e+07 5.20937e+06 4.76394e+06 4.46171e+06 4.02362e+06 4.75154e+06 3.72333e+06 3.67325e+06 3.59978e+06 2.88331e+06 2.33767e+06 1.92378e+06 1.63236e+06 2.67182e+06 3.30872e+07 2.70563e+06 1.52704e+06 2.60086e+06 1.53697e+06 1.4216e+06 5.55542e+06 5.49262e+06 1.33351e+06 1.24386e+06 2.77138e+06 1.21869e+06 2.49294e+06 1.11002e+06 2.37617e+06 1.53295e+06 905280 1.01766e+06 815597 702373 682582 720854 563489 501644 847382 480891 443962 threshold=2692.2960000000003 2632.2792750000003 2593.0505000000003 132.46500000000003 1548.5050000000003 0 2779.5510000000008 1.7323 596.83500000000015 137.37570000000002 2022.5000000000002 1854.9329420000001 860.12500000000011 128.56546000000003 1867.1242800000002 1 834.63750000000016 267.36250000000007 274.4500000000001 2022.5000000000002 2632.2792750000003 119.60205350000003 378.77050000000003 870.71080000000018 2 383.33200000000005 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127 75 6745 52 6713 331 113 3456 2427 352690 55 1029 218 5602 2299 104 2195 360 65 347088 27206 11718 234 11484 6382 2502 3880 319882 4969 59 1835 15488 1973 314913 72427 3303 1013 56 2290 4910 13515 242486 2259 957 internal_count=363211 179 52 363032 10342 3597 86 52 3511 55 127 75 6745 52 6713 331 113 3456 2427 352690 55 1029 218 5602 2299 104 2195 360 65 347088 27206 11718 234 11484 6382 2502 3880 319882 4969 59 1835 15488 1973 314913 72427 3303 1013 56 2290 4910 13515 242486 2259 957 cat_boundaries=0 6 7 8 14 20 21 27 33 34 40 47 48 49 56 cat_threshold=76596256 142606336 68157776 262144 16384 1058 3088 276 674594944 1208255600 167772176 2219900928 6312000 1034 2156920832 360452 65601 1077944880 4230784 813713002 279 1048576 4 1 1073741856 4227584 8389632 328192 263712 168301056 1678770177 2110208 2147483777 2178 2147483648 65536 0 4194320 2176 16424 1073774596 1090519152 2424312980 2183529472 16908320 2151153665 3 51 1537 1082130948 516 524357 2490368 268436480 2147483841 2 is_linear=0 shrinkage=0.01 Tree=204 num_leaves=50 num_cat=9 split_feature=3 4 2 0 25 4 0 22 8 8 10 25 1 24 2 19 4 2 4 24 5 2 0 9 25 1 2 5 0 1 4 11 11 25 10 4 25 24 1 9 1 19 9 16 2 0 5 25 9 split_gain=8.9261e+07 1.39907e+08 2.13147e+08 1.65592e+07 2.69937e+07 5.35575e+07 2.41302e+07 1.82089e+07 1.99598e+07 1.39962e+07 8.27594e+06 7.67645e+06 8.61625e+06 7.15888e+06 6.50544e+06 5.5111e+06 4.93944e+06 7.72465e+06 4.62051e+06 5.16448e+06 4.92989e+06 4.26315e+06 3.8055e+06 3.36666e+06 3.23383e+06 5.09743e+06 1.21486e+07 2.95007e+06 2.76579e+06 2.49411e+06 2.44817e+06 2.2437e+06 1.78699e+06 8.58699e+06 4.03152e+07 1.48591e+06 1.38424e+06 1.46018e+06 2.73459e+06 2.64634e+06 814786 881863 814158 930499 743084 717910 1.27118e+06 862465 27287.5 threshold=2692.2960000000003 2632.2792750000003 2593.0505000000003 591.40200000000016 0 14.956000000000001 1114.9175000000002 8.6540000000000017 112.56200000000001 1548.5050000000003 137.37570000000002 1 2779.5510000000008 2 103.44915000000002 665.12000000000012 508.16875000000005 1800.6974500000001 1876.5445000000002 3 575.25150000000008 1444.3300000000002 5.882454000000001 1532.4010000000001 4 1461.4925000000003 403.46250000000003 184.35900000000001 2773.7250000000004 262.36100000000005 558.69700000000012 29.442000000000004 71.893140000000002 5 4.5925000000000011 970.01225000000011 6 7 1891.4572200000002 1279.0000000000002 1097.7209 272.70250000000004 1889.5600000000002 509.65625000000006 484.73415000000006 2.9545000000000008 1530.4632000000001 8 1.8921100000000004 decision_type=2 2 2 2 9 2 2 2 2 2 2 9 2 1 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 left_child=3 9 -3 14 5 6 -5 11 -9 10 21 12 13 -6 32 -10 24 18 19 -18 -20 22 -2 28 25 29 -27 -7 -13 -16 -14 -29 36 34 48 -19 37 39 -39 -1 41 -26 43 -35 -42 46 -38 -47 -34 right_child=1 2 -4 4 7 27 -8 8 15 -11 -12 23 30 -15 16 -17 17 35 20 -21 -22 -23 -24 -25 40 26 -28 31 -30 -31 -32 -33 33 42 -36 -37 45 38 -40 -41 44 -43 -44 -45 -46 47 -48 -49 -50 leaf_value=0.1175554785229847 2.324685588605476 -4.7313067054748537 36.883844604492189 6.6392614383697515 2.3592224526797692 2.9840552862759298 21.658086600925614 14.005806275367735 -0.33075379684567452 -5.3009757156372075 8.183188988566398 -0.17478883465828393 -5.7466787242889401 0.57035520731378209 0.21096634835813771 6.2620823396955227 -0.068876425811222622 -1.0588304975758429 0.5176307830810547 1.7074555774200924 7.0680757734510635 5.449263084411621 -2.8477214206695556 3.4934998977184297 -0.040702251659555558 9.174454303014846 -1.5819904727027529 1.2612931079864502 -2.5651769577989394 0.77611019725914332 -1.2298874015808106 -3.3665769785100763 0.20002129042734865 0.088128787041426973 15.907206048011782 -4.5807755264282228 -0.030722472234039584 -0.008567259099108486 3.5185594214092601 3.3110289698380688 0.0024791712760925295 1.2116833227036292 -1.6317881167376485 0.82750399535042907 -2.633089482680611 0.066769483777175176 1.7983987502047891 -0.031573332509340787 -0.21079228141091086 leaf_weight=13213 33 20 32 20 347 29 23 20 32 25 24 951 20 659 4955 21 270 23 20 425 27 20 25 24 4132 21 21 20 51 927 30 22 61 6219 20 25 268698 25641 22 26 20 57 27 175 23 17713 38 17942 22 leaf_count=13213 33 20 32 20 347 29 23 20 32 25 24 951 20 659 4955 21 270 23 20 425 27 20 25 24 4132 21 21 20 51 927 30 22 61 6219 20 25 268698 25641 22 26 20 57 27 175 23 17713 38 17942 22 internal_value=0 7.06165 20.878 -0.00170713 0.849904 5.3921 14.6726 0.581899 5.49364 1.40456 3.04807 0.412476 1.00561 1.21651 -0.00706329 2.2815 0.232997 0.994653 1.24616 1.04095 4.28065 1.46804 0.0951998 -0.205796 0.17375 0.324273 3.79623 0.530969 -0.296455 0.300033 -3.0366 -1.16283 -0.0145749 0.149377 2.88237 -2.89318 -0.0176907 0.0384735 -0.00554142 0.123734 -0.0376302 -0.023661 0.100891 0.108365 -1.40724 -0.0248691 -0.0304638 0.0172921 0.0911309 internal_weight=0 179 52 363032 2269 114 43 2155 73 127 102 2082 1056 1006 360763 53 10946 790 742 695 47 78 58 1026 10156 5924 42 71 1002 5882 50 42 349817 6524 103 48 343293 38902 25663 13239 4232 4189 6421 6394 43 304391 268736 35655 83 internal_count=363211 179 52 363032 2269 114 43 2155 73 127 102 2082 1056 1006 360763 53 10946 790 742 695 47 78 58 1026 10156 5924 42 71 1002 5882 50 42 349817 6524 103 48 343293 38902 25663 13239 4232 4189 6421 6394 43 304391 268736 35655 83 cat_boundaries=0 1 7 8 9 16 20 26 27 33 cat_threshold=1048576 8684544 134479876 67112976 1073807360 2113536 2 1046 680 2351203872 142934084 201326864 1074006529 2118144 2147483681 2 8388608 0 0 4194304 3222306816 360448 268435541 3292668464 16779904 813712418 1285 145051140 1207961124 135336704 1081344 2098241 577 is_linear=0 shrinkage=0.01 Tree=205 num_leaves=42 num_cat=3 split_feature=11 1 0 24 7 1 3 8 12 10 1 7 0 3 0 0 1 3 24 3 24 7 17 3 8 10 3 1 9 12 12 10 3 2 3 11 1 1 12 6 0 split_gain=3.9002e+07 1.00141e+08 1.48483e+07 2.46698e+07 4.80639e+07 3.8983e+07 6.69986e+06 6.34955e+06 6.6384e+06 6.92507e+06 5.36084e+06 5.27912e+06 1.51879e+07 6.83024e+06 7.40564e+06 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755 1137 360926 1090 73 52 1017 727 469 258 77 43 11397 323 301 105 974 11074 10109 196 965 349529 938 435 84 349445 2859 74 181 10084 47 2785 346586 346420 59 64 166 internal_count=362903 85 362818 1892 755 1137 360926 1090 73 52 1017 727 469 258 77 43 11397 323 301 105 974 11074 10109 196 965 349529 938 435 84 349445 2859 74 181 10084 47 2785 346586 346420 59 64 166 cat_boundaries=0 1 2 3 cat_threshold=1729 801 18 is_linear=0 shrinkage=0.01 Tree=206 num_leaves=45 num_cat=9 split_feature=11 4 0 25 0 3 2 10 25 24 2 0 2 12 0 6 25 4 0 0 2 0 15 5 24 2 3 14 24 25 10 12 12 19 3 2 0 25 0 5 25 3 16 5 split_gain=3.82259e+07 9.09244e+07 1.45755e+07 9.10423e+07 1.27458e+08 8.91167e+07 7.94887e+07 1.26342e+07 1.03859e+07 1.26938e+07 1.44869e+07 9.96356e+06 7.15864e+06 6.54209e+06 5.65446e+06 4.42786e+06 4.41674e+06 4.78635e+06 3.92326e+06 3.86802e+06 1.25077e+07 3.86777e+06 3.68003e+06 3.5126e+06 2.38244e+06 5.88073e+06 2.35288e+06 3.21705e+06 1.73622e+06 1.5973e+06 2.97076e+06 2.13628e+06 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31 34 -33 35 -1 -18 40 38 -38 -26 42 -42 -31 -39 right_child=1 -3 3 5 -6 6 -8 -9 13 10 -12 -13 16 21 -16 -17 26 19 -20 23 -22 -23 -24 -25 39 -27 27 -29 -30 36 -32 32 -34 -35 -36 -37 37 43 -40 -41 41 -43 -44 -45 leaf_value=0.028862020362801097 -1.8549516034126281 22.72828771362305 6.676964558688077 -1.773959379196167 30.798653453743977 -2.678665531703404 -26.936091398759324 0.26547382941612829 0.26137511524301088 1.267234673249094 8.0362487610293094 1.6765199146270753 0.72249448340008227 5.8453818941116333 13.931487442198254 2.1625585694582958 0.040389168247886569 9.6382615129152924 -2.0643518169820307 3.638851234669588 -0.19970302581787111 0.59582412414550778 3.284277738657865 0.58102520348862829 0.17545162763299282 5.9608915641091089 0.7501938550274484 -3.6655761489868168 0.24430465802531673 0.0068438513121320248 2.8384901478416045 9.5684237694740304 0.17549992594138655 2.380418360674823 1.4958500374064727 -1.8270571163722449 0.063215627701055169 -0.047797611318717709 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1.55723e+07 7.01662e+06 5.59121e+06 5.36742e+06 4.61969e+06 4.59207e+06 4.92116e+06 4.17421e+06 3.85832e+06 3.36729e+06 4.30546e+06 3.84103e+06 2.8914e+06 3.68571e+06 2.87263e+06 3.49645e+06 2.83212e+06 2.63778e+06 3.3671e+06 2.29416e+06 1.55844e+06 8.76719e+06 3.34554e+07 1.66188e+06 1.03872e+07 1.30071e+06 1.09429e+06 1.06512e+06 996967 1.90861e+06 3.1845e+06 1.6595e+06 1.48118e+06 4.64958e+06 1.19388e+06 878220 755730 threshold=2995.7383125000001 1891.4572200000002 885.78750000000014 0 2779.5510000000008 2692.2960000000003 2763.7525000000005 2022.5000000000002 51.897000000000013 355.00374000000005 308.78840000000008 73.663000000000025 1156.9900000000002 8.9863900000000001 1 402.26250000000005 2 2773.7250000000004 7.2721500000000008 122.50250000000001 145.90420000000003 137.53500000000003 558.69700000000012 1800.6974500000001 575.81500000000017 663.47250000000008 1329.5732400000002 1471.8415000000002 1517.5820000000001 3 241.39650000000003 249.17500000000004 2.0962199999999958 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shrinkage=0.01 Tree=208 num_leaves=47 num_cat=6 split_feature=11 1 0 24 1 7 7 1 3 1 2 11 0 7 0 1 24 0 0 2 6 10 3 8 19 13 0 6 10 10 7 3 24 7 7 9 7 12 1 24 3 12 3 24 24 7 split_gain=3.67196e+07 9.52341e+07 1.40051e+07 2.81197e+07 6.30642e+07 3.65621e+07 1.21915e+07 1.82109e+07 1.44427e+07 9.7305e+06 6.87794e+06 5.96916e+06 6.83091e+06 5.43102e+06 4.64516e+06 4.50042e+06 4.82322e+06 3.30028e+06 4.21978e+06 3.76459e+06 2.80196e+06 3.0841e+06 2.58529e+06 2.41167e+06 2.38282e+06 3.44859e+06 2.3398e+06 1.64091e+06 1.52743e+06 8.59273e+06 3.30961e+07 1.38335e+06 1.69553e+06 1.53303e+06 1.14568e+06 1.12338e+06 1.74997e+06 1.04392e+06 923989 1.17148e+06 7.91831e+06 1.54476e+06 807447 748282 697970 151088 threshold=2995.7383125000001 1891.4572200000002 885.78750000000014 0 2779.5510000000008 2690.3565000000003 9.3775000000000031 355.00374000000005 54.436500000000009 51.897000000000013 73.663000000000025 1156.9900000000002 2773.7250000000004 1113.0755000000001 2773.7250000000004 402.26250000000005 1 122.50250000000001 145.90420000000003 137.53500000000003 193.67442750000004 140.17658800000004 1471.8415000000002 261.13200000000006 608.3642675000001 485.42915000000011 2773.7250000000004 1118.3050000000001 241.39650000000003 249.17500000000004 28.908000000000005 426.62850000000009 2 759.38475000000005 1282.0428000000002 1532.4010000000001 987.73900000000015 729.25800000000015 57.820000000000007 3 642.60925000000009 596.83500000000015 2692.2960000000003 4 5 209.55600000000004 decision_type=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 2 1 2 2 2 2 2 2 1 2 2 2 1 1 2 left_child=2 37 10 4 6 9 7 26 -9 14 28 12 -11 -13 44 23 22 19 -19 -18 45 -22 34 31 27 -26 -4 -25 38 30 -30 33 -33 -12 -17 36 -31 -2 42 40 -40 -41 43 -1 -5 -8 right_child=1 -3 3 5 -6 -7 20 8 -10 11 15 13 -14 -15 -16 16 17 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 29 35 -32 32 -34 -35 -36 -37 -38 -39 39 41 -42 -43 -44 -45 -46 -47 leaf_value=0.0068122647093345583 -1.6352044879306449 22.517183268620421 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93 22 28 60 26 1960 9253 20 50 24 248209 168 23 leaf_count=85579 33 26 171 121 22 30 22 27 32 449 11148 36 57 22 40 502 47 26 546 293 29 66 24 889 21 20 24 63 61 1948 20 216 357 93 22 28 60 26 1960 9253 20 50 24 248209 168 23 internal_value=0 6.57213 -0.00128081 1.01954 3.14106 0.0290192 2.29653 3.60248 8.47036 0.394129 -0.00506217 1.19139 0.843088 4.23002 -0.972603 0.210126 0.736152 1.17521 1.65188 0.40784 -0.0728417 0.900828 -0.0156989 0.150159 0.623484 2.98395 2.12963 0.521825 -0.0139043 0.253884 3.44801 0.110375 0.589659 0.0859437 0.13101 0.12681 0.154547 -0.45451 -0.0155471 0.0734556 0.293663 0.026244 -0.0185554 -0.0186873 -0.53054 -2.12837 internal_weight=0 85 362818 1339 416 923 394 254 59 893 361479 564 506 58 329 14267 1460 912 572 340 140 95 548 12807 993 41 195 952 347212 2117 81 11814 573 11241 524 2036 2008 59 345095 11283 1980 9303 333812 333788 289 45 internal_count=362903 85 362818 1339 416 923 394 254 59 893 361479 564 506 58 329 14267 1460 912 572 340 140 95 548 12807 993 41 195 952 347212 2117 81 11814 573 11241 524 2036 2008 59 345095 11283 1980 9303 333812 333788 289 45 cat_boundaries=0 1 2 3 4 5 6 cat_threshold=278 3232 1669 36 7 584 is_linear=0 shrinkage=0.01 Tree=209 num_leaves=43 num_cat=10 split_feature=11 1 0 25 1 3 1 2 1 2 24 3 4 25 4 2 24 9 19 11 0 7 3 1 25 9 1 3 26 2 25 24 24 10 11 12 25 25 1 1 2 1 split_gain=3.59889e+07 9.33389e+07 1.37247e+07 8.89488e+07 1.83097e+08 8.66571e+07 8.32188e+07 3.29334e+07 1.21963e+07 6.74316e+06 6.35804e+06 6.43344e+06 5.20425e+06 4.82504e+06 4.72028e+06 4.71722e+06 5.74149e+06 4.18376e+06 4.12062e+06 5.18711e+06 3.73564e+06 3.09702e+06 2.50737e+06 2.46364e+06 4.69334e+06 4.27713e+07 7.17281e+06 3.47521e+06 2.15098e+06 1.63446e+06 1.5817e+06 1.57909e+06 1.47281e+06 1.35119e+06 1.20173e+06 1.02315e+06 1.01701e+06 1.00167e+06 721850 670897 626831 418558 threshold=2995.7383125000001 1891.4572200000002 885.78750000000014 0 1891.4572200000002 2692.2960000000003 2779.5510000000008 14.954500000000001 32.888000000000012 192.11889000000002 1 1107.1660000000004 185.38050000000001 2 558.69700000000012 215.24100000000001 3 679.93910000000005 425.06250000000006 170.98500000000004 2773.7250000000004 608.55210000000022 1471.8415000000002 19.090500000000002 4 268.34110000000004 786.48464000000001 2692.2960000000003 2022.5000000000002 1092.7150000000004 5 6 7 1797.2975000000001 13.862250000000001 729.25800000000015 8 9 494.77402000000006 2779.5510000000008 1092.7150000000004 733.23400000000015 decision_type=2 2 2 9 2 2 2 2 2 2 1 2 2 9 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 9 1 1 2 2 2 9 9 2 2 2 2 left_child=2 35 9 4 7 8 -7 -4 20 23 11 -10 -12 14 18 -16 -17 29 21 -20 31 -11 36 27 25 26 -25 33 -22 -9 32 -5 -26 37 -35 -2 41 -1 -38 -32 -24 -15 right_child=1 -3 3 5 -6 6 -8 17 10 13 12 -13 -14 22 15 16 -18 -19 19 -21 28 -23 40 24 30 -27 -28 -29 -30 -31 39 -33 -34 34 -36 -37 38 -39 -40 -41 -42 -43 leaf_value=0.05331623695856412 -1.6188524862491724 22.292011806781474 12.976089139302571 0.72063595721419438 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264 22 27 48 32 198 21 617 4883 20 45 30 28 20 10747 284 10133 45 20 26 2200 310145 179 21 20 23 internal_value=0 6.5064 -0.001268 1.00928 8.70655 0.14383 -11.8921 4.12098 0.738027 -0.00501131 1.5964 0.366816 2.37653 0.309423 0.568524 1.44437 1.2365 0.578943 0.413933 2.72772 -0.490027 0.353193 0.0310264 -0.010944 0.0818693 0.89464 0.472477 -0.0184257 -2.82268 -0.942746 0.0600009 -0.153587 0.126301 -0.0187367 1.42291 -0.449965 0.0626353 -0.0190222 0.166961 -0.0324857 -2.42613 -0.239886 internal_weight=0 85 362818 1339 125 1214 57 105 1157 361479 681 278 403 6694 3456 524 500 75 2932 75 476 2857 3238 354785 26466 682 662 328319 60 53 25784 416 15016 328289 65 59 3197 328224 2379 10768 41 818 internal_count=362903 85 362818 1339 125 1214 57 105 1157 361479 681 278 403 6694 3456 524 500 75 2932 75 476 2857 3238 354785 26466 682 662 328319 60 53 25784 416 15016 328289 65 59 3197 328224 2379 10768 41 818 cat_boundaries=0 1 2 8 9 15 21 22 23 30 36 cat_threshold=1049088 1729 2285159456 1082132032 201330960 327681 6311936 1026 1704 8388736 0 64 0 640 1056 137724420 1209009408 235934488 1049088 2101249 2147483777 70 2185 545783940 201326880 33557573 2185363458 9216 584 1 3759144960 98308 2424373312 2181038896 21007360 813708872 is_linear=0 shrinkage=0.01 Tree=210 num_leaves=46 num_cat=10 split_feature=5 7 6 7 1 25 3 4 1 25 1 6 1 3 24 6 3 25 7 3 18 8 11 25 9 6 11 13 1 2 1 25 2 24 1 25 25 8 25 11 1 3 1 4 11 split_gain=3.63221e+07 7.24797e+07 1.71254e+07 2.91565e+07 1.29019e+07 2.22822e+07 7.24526e+07 1.06703e+07 2.44454e+07 8.854e+06 7.74512e+06 1.33494e+07 6.97288e+06 1.14269e+07 5.57231e+06 4.40412e+06 3.6288e+06 5.5279e+06 5.44367e+06 5.88632e+06 4.3217e+06 2.25804e+06 2.1581e+06 6.982e+06 4.20885e+07 2.0324e+06 1.58027e+06 1.46597e+06 3.82643e+06 1.42606e+06 1.24424e+06 1.1207e+06 2.72928e+06 2.09928e+06 1.09782e+06 898971 851858 753940 1.0158e+06 668365 539827 391068 297135 347008 206546 threshold=2763.7525000000005 2690.3565000000003 1520.8892800000003 572.8955000000002 262.36100000000005 0 271.92750000000007 2632.2792750000003 1461.4925000000003 1 2779.5510000000008 117.13140000000003 2779.5510000000008 7.2660000000000009 2 1913.0125000000005 314.62380000000002 3 434.2050000000001 426.62850000000009 499.08750000000003 15.953448000000003 70.606948000000017 4 106.53440000000001 1118.3050000000001 1602.5343235000003 1099.5287500000002 76.322797075000025 669.1825 786.48464000000001 5 2593.0505000000003 6 384.88812500000006 7 8 141.80945000000003 9 494.81977000000006 7.1667080000000007 1854.9329420000001 584.17800000000011 19.643625000000004 336.99850000000004 decision_type=2 2 2 2 2 9 2 2 2 9 2 2 2 2 1 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 1 2 9 9 2 9 2 2 2 2 2 2 left_child=4 2 3 42 16 6 30 9 -9 10 14 -12 15 -14 -7 -11 22 18 20 -20 29 -21 31 24 44 35 -3 36 -29 -18 34 32 33 -1 -6 41 -25 40 -39 -37 -33 -19 43 -2 -24 right_child=1 26 -4 -5 5 7 -8 8 -10 12 11 -13 13 -15 -16 -17 17 25 19 21 -22 -23 23 27 -26 -27 -28 28 -30 -31 -32 37 -34 -35 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888 21 23 38 3074 27 24 32 20 1343 32 760 295 37 25 20 112 103 2814 20 36 20 56 20 85 31 276886 24 28380 31 1294 4448 529 2064 65 28732 33 22 20 21 leaf_count=10282 23 20 36 27 24 888 21 23 38 3074 27 24 32 20 1343 32 760 295 37 25 20 112 103 2814 20 36 20 56 20 85 31 276886 24 28380 31 1294 4448 529 2064 65 28732 33 22 20 21 internal_value=0 4.64753 0.975738 3.26382 -0.00330788 0.472619 4.79366 0.379166 -3.77928 0.426493 0.899332 4.75647 0.0817087 -3.54964 0.81519 0.142767 -0.0107811 0.350283 0.921971 2.54473 0.606202 1.58888 -0.0135952 0.154437 2.26204 0.000192589 16.3973 0.109845 1.49163 0.497458 1.1754 -0.0172194 0.0335089 0.0314248 0.272373 0.050365 0.0955357 -0.023587 0.14621 0.163835 -0.0250284 -0.412202 -0.364442 -0.848055 0.247903 internal_weight=0 168 128 92 362749 5608 107 5501 61 5440 2282 51 3158 52 2231 3106 357141 2762 1039 174 865 137 354379 7482 144 1723 40 7338 76 845 86 346897 38686 38662 55 1687 7262 308211 2593 1359 305618 328 65 43 124 internal_count=362917 168 128 92 362749 5608 107 5501 61 5440 2282 51 3158 52 2231 3106 357141 2762 1039 174 865 137 354379 7482 144 1723 40 7338 76 845 86 346897 38686 38662 55 1687 7262 308211 2593 1359 305618 328 65 43 124 cat_boundaries=0 6 12 13 19 23 29 30 37 44 48 cat_threshold=0 0 64 0 0 1024 76579968 1216349248 67108880 327680 2113536 2147483650 1194 3195392 134218816 134742289 0 4195328 1088 8388608 0 0 1 2148565120 135364612 193 1080099377 4328080 1887436840 7 2759852032 1073741860 1048640 39845888 2048 8 2 203686432 1073809000 169350160 67108864 268453120 1217 2 681902080 608 16 68157440 is_linear=0 shrinkage=0.01 Tree=211 num_leaves=44 num_cat=8 split_feature=5 8 0 0 1 25 2 25 1 0 0 2 2 21 1 8 6 25 17 5 0 0 11 9 11 24 0 9 25 0 2 0 24 0 1 1 5 24 0 0 25 9 1 split_gain=3.55993e+07 6.6695e+07 1.84135e+07 1.44634e+07 1.26465e+07 2.18385e+07 4.11679e+07 9.62108e+06 2.12721e+07 1.53097e+07 8.11256e+06 3.34835e+07 7.33908e+06 9.04322e+06 6.33464e+06 4.08903e+06 3.26651e+06 3.47066e+06 7.09854e+06 3.89045e+06 2.31545e+06 2.28334e+06 1.88725e+06 7.46543e+06 3.62075e+07 2.34534e+06 1.82581e+06 1.49971e+06 1.35894e+06 8.50945e+06 4.89097e+06 3.98637e+06 1.3152e+06 5.22233e+06 1.68727e+06 1.03907e+06 864223 1.26849e+06 1.05186e+06 750236 552271 292732 19063.9 threshold=2763.7525000000005 2877.4750000000008 1836.963 746.42750000000012 262.36100000000005 0 462.68000000000001 1 2779.5510000000008 1266.1895000000002 2773.7250000000004 1254.2925000000002 957.78375000000017 80.814000000000007 786.48464000000001 1128.2175000000002 156.02740000000003 2 1268.0600000000002 1530.4632000000001 988.99750000000006 1501.0951200000002 70.606948000000017 383.33200000000005 96.537700000000001 3 227.58775000000003 1889.5600000000002 4 1836.963 1800.6974500000001 2773.7250000000004 5 1266.1895000000002 1891.4572200000002 384.88812500000006 170.27100000000004 6 885.78750000000014 3.1710000000000007 7 77.890750000000011 0.73117700000000008 decision_type=2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 9 2 2 2 1 2 2 2 2 1 2 2 9 2 2 left_child=4 2 3 26 16 6 14 10 32 -10 12 -12 15 -14 35 -7 22 18 19 21 27 -18 28 36 -25 -26 42 40 29 30 -1 39 33 -9 -34 -6 38 -38 -24 -30 -19 -22 -2 right_child=1 -3 -4 -5 5 7 -8 8 9 -11 11 -13 13 -15 -16 -17 17 20 -20 -21 41 -23 23 24 25 -27 -28 -29 31 -31 -32 -33 34 -35 -36 -37 37 -39 -40 -41 -42 -43 -44 leaf_value=0.059481327046695211 2.2216327311197919 16.254974353187965 -5.6767242838541669 10.416876801577482 1.792100404225863 0.43743906109507991 18.126198261260985 0.29506603252131991 -1.9903154013497488 -12.636056261929598 14.362460281054179 -2.341702995300293 1.6726926947241703 8.4488055233728332 6.0313097536152807 2.5122352076058436 0.38609108938106107 -0.10201691774130893 5.5424299907684329 3.831106966243071 -1.3620203762962706 3.4260597523689267 0.056407765689113383 14.709305177688599 1.7595678201029379 -0.11120380961376687 -0.80835141262837829 -2.6050986153738842 -0.02683242031468271 4.9365473947922389 4.319949450316253 -3.1023463315055482 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100 362749 5608 107 5501 2671 57 2830 49 2781 338 87 2443 357141 5657 2200 2172 3457 2138 351484 6756 285 265 78 3412 344728 13324 13288 331404 2614 719 1895 58 6471 538 5933 331362 3391 45 50 internal_count=362917 168 130 100 362749 5608 107 5501 2671 57 2830 49 2781 338 87 2443 357141 5657 2200 2172 3457 2138 351484 6756 285 265 78 3412 344728 13324 13288 331404 2614 719 1895 58 6471 538 5933 331362 3391 45 50 cat_boundaries=0 6 12 18 19 25 26 27 34 cat_threshold=0 0 64 0 0 1024 76579968 1216349760 67109136 327680 2113536 2147483651 3195428 134481472 134742272 67174401 4160 1152 2386 2148532224 65540 1 1077953056 4198016 276824104 1044 1588 1611137152 1166016772 9437185 1112809504 4202496 522 3 is_linear=0 shrinkage=0.01 Tree=212 num_leaves=44 num_cat=8 split_feature=3 12 14 9 7 0 20 25 0 0 9 13 25 0 0 24 3 2 25 9 19 16 2 13 3 25 2 2 25 7 2 3 3 8 16 15 11 25 9 8 26 9 24 split_gain=2.98898e+07 8.42341e+07 1.88876e+08 1.81555e+07 4.70764e+07 1.19924e+07 1.69961e+07 1.52e+07 5.47249e+07 1.16628e+07 7.91943e+06 7.78623e+06 4.36869e+06 5.60946e+06 4.18025e+06 3.99072e+06 4.01673e+06 3.66601e+06 4.89549e+06 4.80993e+07 2.80736e+06 3.47398e+06 2.08516e+06 1.87549e+06 1.83579e+06 1.57487e+06 1.56487e+06 1.33062e+06 1.10417e+06 1.38955e+06 1.02754e+06 1.01392e+06 2.83979e+06 976745 775925 761528 617970 869785 1.69619e+06 817737 1.08693e+06 772711 571711 threshold=2692.2960000000003 85.539750000000012 543.29875000000015 149.28375000000003 274.78110000000004 346.24075000000011 1756.0800000000002 0 2773.7250000000004 1836.963 787.73500000000001 207.58814000000004 1 2773.7250000000004 1266.1895000000002 2 271.92750000000007 27.046500000000005 3 106.53440000000001 242.88640000000001 1159.9970000000001 1092.7150000000004 267.20500000000004 60.722000000000001 4 53.405000000000008 1092.7150000000004 5 1888.9124200000003 2593.0505000000003 689.90820000000008 802.00500000000011 128.28840000000005 509.65625000000006 719.44288000000017 161.36575000000002 6 229.20500000000001 1329.5732400000002 2022.5000000000002 1889.5600000000002 7 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 1 2 2 9 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 1 left_child=5 3 -3 4 9 17 7 8 10 26 14 -12 15 27 -7 35 -17 28 19 22 24 23 33 -22 30 -26 -2 -14 29 31 -20 34 -33 -19 -1 -9 39 38 -38 42 -41 -39 -30 right_child=1 2 -4 -5 -6 6 -8 12 -10 -11 11 -13 13 -15 -16 16 -18 18 20 -21 21 -23 -24 -25 25 -27 -28 -29 36 -31 -32 32 -34 -35 -36 -37 37 41 -40 40 -42 -43 -44 leaf_value=0.024784575235467027 -0.85846263885498053 38.885428134918214 0.55738905880186296 -7.497328351119469 15.140458854675295 1.2672967252486791 9.0899296337625248 -0.55958210694732846 15.980175412722998 -7.7263615905761718 1.3939870103200278 9.8422858695983884 -0.11493777570488165 -3.955031623934445 -2.0550301495004208 0.34754409413981796 1.1813991065080471 0.059275699154410548 0.030028432066203682 16.352152086496353 0.19089863635760881 4.4191728291688142 3.1396003847855787 1.8189690678727395 0.51243729832316531 0.13434059195829462 2.8621688305437569 1.7158462822146532 -0.0020676675226981513 2.1493987627952329 -1.5001654555174437 3.3412462932041711 0.13733673630338727 2.3395879435539246 0.69412288630145724 -2.5572540183294388 0.35728900555814253 0.1005030641447678 2.6599214304410492 2.7704692133267721 0.2053740710132527 -1.8299391710190545 -0.033939366720377527 leaf_weight=37311 26 20 36 29 20 195 23 209 28 25 24 20 1251 38 47 1588 908 309 16624 20 231 27 26 102 1487 4272 20 41 75655 31 44 35 132 20 174 21 178 1643 39 24 53 21 219890 leaf_count=37311 26 20 36 29 20 195 23 209 28 25 24 20 1251 38 47 1588 908 309 16624 20 231 27 26 102 1487 4272 20 41 75655 31 44 35 132 20 174 21 178 1643 39 24 53 21 219890 internal_value=0 4.1189 14.246 -0.607075 1.58872 -0.00312959 0.51618 0.471055 2.55643 -2.22867 1.3316 5.23412 0.302564 -0.166962 0.622051 0.531416 0.648288 -0.00949582 0.112179 1.2306 0.0931921 0.969306 0.413345 0.689587 0.0791702 0.23309 0.759203 -0.0568401 -0.0179038 0.0330889 0.025989 0.0313552 0.808815 0.197897 0.0278915 -0.711062 -0.024363 0.156317 0.737156 -0.0255135 1.00488 0.0756857 -0.0257819 internal_weight=0 176 56 120 91 362741 4393 4370 314 71 286 44 4056 1330 242 2726 2496 358348 23162 375 22787 360 355 333 22427 5759 46 1292 335186 37683 16668 37652 167 329 37485 230 297503 1881 217 295622 77 1664 295545 internal_count=362917 176 56 120 91 362741 4393 4370 314 71 286 44 4056 1330 242 2726 2496 358348 23162 375 22787 360 355 333 22427 5759 46 1292 335186 37683 16668 37652 167 329 37485 230 297503 1881 217 295622 77 1664 295545 cat_boundaries=0 6 12 13 19 25 31 37 38 cat_threshold=9453568 0 0 65536 16384 1024 203523076 142607876 235933968 1145044993 2102272 67 128 2155872256 0 0 262144 0 1056 3440672 142606848 0 0 1024 2147483712 536903680 1074888708 268439765 73466416 4328080 277880840 1152 0 1572864 262145 17408 1025 7 is_linear=0 shrinkage=0.01 Tree=213 num_leaves=40 num_cat=6 split_feature=5 7 6 7 0 25 0 0 3 2 20 25 2 0 2 25 10 25 9 19 10 7 18 3 2 6 2 25 10 3 3 8 8 16 6 3 24 3 3 split_gain=3.46087e+07 7.00739e+07 1.66825e+07 2.82574e+07 1.1451e+07 2.90025e+07 2.03986e+08 1.16523e+07 1.22165e+07 7.04539e+06 6.331e+06 4.99103e+06 4.4519e+06 4.31794e+06 3.4945e+06 5.69187e+06 5.22622e+07 2.53672e+06 2.36777e+06 2.6099e+06 4.53728e+06 2.28567e+06 1.73728e+06 1.73408e+06 1.63304e+06 1.35039e+06 1.4722e+06 1.07109e+06 1.28656e+06 1.00757e+06 3.5435e+06 772480 1.36551e+06 738424 644628 1.15205e+06 551681 161185 141033 threshold=2763.7525000000005 2690.3565000000003 1520.8892800000003 572.8955000000002 346.24075000000011 0 2773.7250000000004 2773.7250000000004 1471.8415000000002 957.78375000000017 1458.1004000000003 1 2593.0505000000003 1266.1895000000002 27.046500000000005 2 190.45082400000004 3 2724.2674800000009 242.88640000000001 519.72350000000017 1282.0428000000002 10.212487500000002 60.722000000000001 145.14425000000003 797.20500000000004 7.2721500000000008 4 1797.2975000000001 689.90820000000008 802.00500000000011 1926.0125000000005 2877.4750000000008 509.65625000000006 35.144700000000007 241.13250000000002 5 227.56379000000001 59.548800000000007 decision_type=2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 left_child=4 2 3 37 14 6 9 10 25 13 11 12 -7 22 27 16 17 38 19 23 -21 -13 -6 -17 -19 26 -9 28 29 33 -31 34 -33 -1 36 -36 -29 -2 -16 right_child=1 -3 -4 -5 5 7 -8 8 -10 -11 -12 21 -14 -15 15 18 -18 24 -20 20 -22 -23 -24 -25 -26 -27 -28 31 -30 30 -32 32 -34 -35 35 -37 -38 -39 -40 leaf_value=0.024470165911245158 -0.031129704713821413 16.089696375846863 -4.8449785386191477 11.78353330930074 1.3935060654039737 0.63029678807996836 32.282989724200704 -0.22895484177962594 -7.767609736498664 5.4111726527060231 5.3184288200965293 0.024486770272050467 4.176054915852017 -2.9027800268445696 -0.093921566628383107 0.026584029654313616 17.072463584423065 0.32847422801635484 -3.1183054712544318 0.37291034961880093 3.1835004580020905 -2.5210545995500353 -1.7645401349067689 0.22777729398642646 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internal_weight=0 168 128 92 362749 4388 244 4144 136 221 4008 3982 2197 190 358361 23183 386 366 22797 22774 356 1785 155 22418 131 102 82 335178 38033 38011 174 297145 45 37837 297100 9089 288011 65 235 internal_count=362917 168 128 92 362749 4388 244 4144 136 221 4008 3982 2197 190 358361 23183 386 366 22797 22774 356 1785 155 22418 131 102 82 335178 38033 38011 174 297145 45 37837 297100 9089 288011 65 235 cat_boundaries=0 6 12 18 19 25 26 cat_threshold=9437184 0 0 0 0 1024 203736580 142607872 68157712 71368705 2114560 67 2155872256 0 0 278528 0 1056 8388608 536903808 1074888708 268439765 6357552 4328080 277880840 7 is_linear=0 shrinkage=0.01 Tree=214 num_leaves=44 num_cat=5 split_feature=5 7 6 7 0 25 0 4 0 6 8 2 25 0 18 0 11 2 25 10 25 19 0 10 5 4 3 18 2 11 3 25 10 3 3 16 10 8 8 11 4 3 3 split_gain=3.392e+07 6.86794e+07 1.63505e+07 2.7695e+07 1.12231e+07 2.84253e+07 1.99927e+08 1.23001e+07 9.40086e+06 7.99883e+06 8.94483e+06 6.90519e+06 4.47552e+06 5.82031e+06 4.27818e+06 4.23201e+06 4.04658e+06 3.42496e+06 5.5786e+06 5.12222e+07 2.48624e+06 2.1902e+06 3.07735e+06 6.01535e+06 1.80014e+06 2.88593e+06 2.67994e+06 1.7027e+06 1.60055e+06 1.52823e+06 1.19091e+06 1.03939e+06 1.14812e+06 911632 2.79135e+06 801665 765150 1.265e+06 1.76485e+06 679315 274135 138226 136898 threshold=2763.7525000000005 2690.3565000000003 1520.8892800000003 572.8955000000002 346.24075000000011 0 2773.7250000000004 2632.2792750000003 1836.963 1913.0125000000005 135.58212499999999 957.78375000000017 1 2773.7250000000004 1658.6325000000004 1266.1895000000002 442.10084200000006 27.046500000000005 2 190.45082400000004 3 222.42400000000001 62.935000000000002 519.72350000000017 1287.5327000000002 508.16875000000005 1278.9218000000003 10.212487500000002 145.14425000000003 1602.5343235000003 507.85850000000005 4 1797.2975000000001 689.90820000000008 802.00500000000011 509.65625000000006 2855.9890500000006 1926.0125000000005 2877.4750000000008 161.36575000000002 536.17500000000007 59.548800000000007 3.5725000000000007 decision_type=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 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 40 17 6 11 9 -9 12 -11 15 14 -14 -7 27 -12 31 19 20 41 24 30 -24 25 -20 -26 -6 -22 -3 -23 32 33 35 -35 -1 37 39 -39 -33 42 -19 -2 right_child=1 29 -4 -5 5 7 -8 8 -10 10 16 -13 13 -15 -16 -17 -18 18 21 -21 28 22 23 -25 26 -27 -28 -29 -30 -31 -32 36 -34 34 -36 -37 -38 38 -40 -41 -42 -43 -44 leaf_value=0.024505385009745133 -0.32180799650109337 13.974169368743897 -4.7965287488036692 11.665698143287941 1.3795710419195668 0.53548602945186352 31.960159404588783 -0.47113364403898067 -8.2752504822303514 9.029009278615316 4.5956713662324136 5.3570610735493327 -0.0045241705496373331 -3.6132442535524785 4.8694003926152769 -2.8737521880013599 -0.36638656207493375 -0.092982353722079511 0.0617143781304096 16.901739006996156 0.32518950487266884 0.2224875600882939 0.76235684283755045 4.9184979322221549 -0.37617361542544786 0.76137878919198576 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0.0277097 -0.0236705 -0.0235307 1.69153 -0.023778 -0.383448 -0.171237 -0.847966 internal_weight=0 168 128 92 362749 4388 244 4144 62 4082 90 221 3992 1619 2373 190 69 358361 23183 386 366 22797 397 199 22400 22298 102 155 131 40 198 335178 36934 36911 179 36732 298244 298221 43 298178 65 235 43 internal_count=362917 168 128 92 362749 4388 244 4144 62 4082 90 221 3992 1619 2373 190 69 358361 23183 386 366 22797 397 199 22400 22298 102 155 131 40 198 335178 36934 36911 179 36732 298244 298221 43 298178 65 235 43 cat_boundaries=0 6 12 18 19 25 cat_threshold=9437184 0 0 0 0 1024 69322244 142607876 101712128 1145110529 2114560 67 2155872256 0 0 278528 0 1056 8388608 536903808 1146884 268439765 73466416 4328080 277880840 is_linear=0 shrinkage=0.01 Tree=215 num_leaves=53 num_cat=13 split_feature=3 12 4 26 5 1 25 0 4 24 1 1 0 1 3 4 24 13 0 5 1 24 14 2 9 25 13 5 3 25 0 0 0 25 4 25 24 3 26 25 24 0 0 0 20 25 4 25 14 9 2 9 split_gain=4.37736e+07 9.47866e+07 1.86828e+08 2.02637e+07 1.56978e+07 1.16577e+07 9.95669e+06 8.0454e+06 1.34633e+07 9.41411e+06 8.77765e+06 1.09313e+07 6.96747e+06 6.34455e+06 5.67819e+06 6.33164e+06 4.70011e+06 4.6253e+06 3.76809e+06 3.47841e+06 2.74832e+06 2.62935e+06 4.2908e+06 2.1844e+06 1.82206e+06 6.22448e+06 4.80723e+07 2.05676e+06 1.31023e+06 1.92916e+06 3.41187e+06 1.49798e+06 1.38799e+06 1.16617e+06 1.16363e+06 1.35038e+06 1.92424e+06 4.51712e+06 959478 2.60746e+06 3.47464e+06 1.81512e+06 2.30148e+06 1.47237e+06 945776 945139 846825 846651 636595 576497 479101 357207 threshold=2692.2960000000003 85.539750000000012 2632.2792750000003 2022.5000000000002 102.38725000000001 132.46500000000003 0 885.78750000000014 5.0399999999999965 1 959.97700000000009 367.53225000000003 1836.963 2779.5510000000008 1854.9329420000001 1876.5445000000002 2 1950.3035000000002 172.16250000000002 234.36750000000004 1461.4925000000003 3 1012.3383000000001 1800.6974500000001 41.891100000000009 4 47.39500000000001 36.727150000000009 187.20800000000003 5 8.9635000000000016 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126 69 96 20 6231 37 506 93 31 26 29 leaf_count=601 22 35 21 28 21 899 3302 28 81 149 34 36 58 24 31 33 1737 31 29 222 23 773 35 29 141 4083 20 23 30 806 78 21 46 2780 133 1858 107 21 164729 166290 5791 126 69 96 20 6231 37 506 93 31 26 29 internal_value=0 4.92956 15.7278 0.0529236 -4.94835 -0.00305732 0.328253 0.800267 2.10987 1.0914 5.34194 3.16059 2.26226 3.32042 0.604851 0.555428 0.500932 0.123408 1.32521 0.140225 -1.32881 0.667045 0.941458 0.048241 -0.0127687 0.110815 1.76546 0.319037 0.0780692 0.436696 1.63611 0.257168 0.0458745 0.0351857 -0.0169572 0.188366 0.541235 1.51267 -0.0186218 -0.0021528 0.195888 -0.0358723 -0.0348648 -0.00977204 0.0480598 0.0558606 -0.217008 0.276825 0.0261249 -1.29174 -1.12814 -0.0606737 internal_weight=0 180 56 124 49 362323 10318 3109 409 311 98 64 207 75 2700 2669 2636 7209 51 7178 104 1067 808 6111 352005 11539 213 193 11326 935 108 827 10391 6082 340466 2738 767 154 337728 172778 6392 164950 164798 166386 1971 10314 259 613 1951 77 152 170 internal_count=362503 180 56 124 49 362323 10318 3109 409 311 98 64 207 75 2700 2669 2636 7209 51 7178 104 1067 808 6111 352005 11539 213 193 11326 935 108 827 10391 6082 340466 2738 767 154 337728 172778 6392 164950 164798 166386 1971 10314 259 613 1951 77 152 170 cat_boundaries=0 6 7 8 9 15 20 27 33 34 40 41 48 54 cat_threshold=76578816 134217728 68157776 0 16384 1066 661 3712 140 8388608 0 0 512 0 1024 2097152 0 4096 0 2101248 134546596 1082132004 168301056 1678770689 2106624 641 1 134251008 1208221696 134742336 2147483648 4198400 1032 2304 1074790400 65540 2147483649 1078157360 4196881 8389640 1 2426532 201622564 134745088 1146486785 16384 513 2 0 262144 134742016 0 4194304 1024 is_linear=0 shrinkage=0.01 Tree=216 num_leaves=52 num_cat=12 split_feature=3 12 4 6 1 25 11 3 26 2 9 5 13 6 26 1 25 25 25 10 20 11 11 25 9 7 25 2 4 25 9 3 7 26 3 25 13 4 6 11 26 25 25 25 9 25 2 5 11 2 11 split_gain=4.29024e+07 9.29004e+07 1.8311e+08 2.93735e+07 1.14262e+07 9.7592e+06 9.79e+06 1.81015e+07 8.95214e+06 7.32349e+06 5.90297e+06 4.70291e+06 4.53326e+06 3.80515e+06 3.50218e+06 4.55824e+06 9.01427e+06 2.99405e+06 2.56107e+06 2.90677e+06 2.54643e+06 2.26512e+06 2.15375e+06 6.71773e+06 3.91878e+07 2.07256e+06 1.81936e+06 1.76728e+06 1.35609e+06 2.73423e+06 1.81359e+06 1.43247e+06 1.51334e+06 1.28976e+06 1.23728e+06 1.11959e+06 1.6389e+06 1.1806e+06 1.31397e+06 1.16809e+06 1.02454e+06 2.47187e+06 1.06753e+06 994176 782249 767447 612744 487438 94097 58374.1 1154.94 threshold=2692.2960000000003 85.539750000000012 2632.2792750000003 1913.0125000000005 132.46500000000003 0 1156.9900000000002 1471.8415000000002 2022.5000000000002 1444.3300000000002 1889.5600000000002 658.22750000000008 1950.3035000000002 603.25250000000017 2022.5000000000002 786.48464000000001 1 2 3 484.50915000000003 312.78175000000005 187.85410000000005 76.483500000000006 4 119.5475 1113.0755000000001 5 669.1825 243.69500000000002 6 15.56865 507.85850000000005 108.76150000000001 2022.5000000000002 446.99425000000002 7 889.25750000000005 1517.5820000000001 1520.8892800000003 442.10084200000006 2022.5000000000002 8 9 10 1889.5600000000002 11 1800.6974500000001 397.76814000000007 157.20925000000003 14.222000000000001 102.68980000000001 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 9 9 2 2 2 2 9 2 2 9 2 2 9 2 2 2 2 2 9 2 2 2 2 2 9 9 9 2 9 2 2 2 2 2 left_child=4 3 -3 8 22 6 14 10 9 -2 11 -8 13 26 15 17 -17 -6 19 -16 25 -20 28 24 48 -15 27 -7 40 30 33 45 -33 -30 -28 36 39 38 -37 -25 41 47 -43 46 -45 -31 -42 -1 50 -50 -24 right_child=1 2 -4 -5 5 12 7 -9 -10 -11 -12 -13 -14 20 18 16 -18 -19 21 -21 -22 -23 23 35 -26 -27 34 -29 29 31 -32 32 -34 -35 -36 37 -38 -39 -40 -41 43 42 -44 44 -46 -47 -48 -49 49 -51 -52 leaf_value=0.18197307860726972 2.7550829045912799 1.5637729635238649 38.915179652259461 -8.0298210737921973 1.1679263172368004 0.1813933073660535 1.2327728015654966 11.753125987486406 -0.80581464509706235 10.381166435241699 -3.1054287910461427 6.1243073066075651 -3.6934833582755058 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3658 57 22 37 20 20 30 31 282 97 173 149 526 818 20 30 530 27 2627 22 51 2836 185 44 984 23 92 61 43 136 3648 38 24 23 304 22270 37996 130106 145949 29 1265 21 105 39 22 22 internal_value=0 4.88027 15.5706 0.0523944 -0.00302589 0.324978 0.792287 3.49192 2.98331 5.57956 1.79335 2.91951 0.122175 0.138824 0.678083 1.01519 2.071 0.730224 0.329466 1.68868 1.13644 0.1975 -0.0126404 0.163654 2.31629 0.885049 0.0856859 0.229023 -0.016111 0.215388 1.68944 0.140266 1.07713 1.18282 -0.100093 0.117362 0.261699 0.000992193 0.0154478 0.235828 -0.0178079 -0.000825377 -0.00813311 -0.035412 -0.0449087 0.0771548 0.0267871 0.193072 0.0550626 0.317197 -0.271269 internal_weight=0 180 56 124 362323 10318 3109 129 91 54 107 87 7209 7178 2980 1515 322 1193 1465 117 363 1348 352005 6796 132 333 6815 3843 345209 2512 110 2402 153 87 2972 6664 2969 3695 3671 2931 342697 174428 168102 168269 145978 2249 22291 6326 110 61 49 internal_count=362503 180 56 124 362323 10318 3109 129 91 54 107 87 7209 7178 2980 1515 322 1193 1465 117 363 1348 352005 6796 132 333 6815 3843 345209 2512 110 2402 153 87 2972 6664 2969 3695 3671 2931 342697 174428 168102 168269 145978 2249 22291 6326 110 61 49 cat_boundaries=0 6 7 13 19 23 30 36 43 49 55 61 68 cat_threshold=76578816 134217728 68157776 0 16384 1066 32768 8421376 134217728 1048576 0 16384 2 67108864 0 67108880 0 0 1024 8388608 0 0 1 345632 1082394144 168301056 1678770177 2106624 129 1 0 262144 524288 0 0 1032 137709088 67142728 134747153 67108864 6312192 1217 2 1074790400 65540 2147483649 1078149168 4196865 8389640 2148057476 1207960624 68227984 1058049 282640 268959745 603979904 3440640 8390788 2187330144 268568738 2150629992 671449088 1207992416 134222144 3221225473 4096 0 2 is_linear=0 shrinkage=0.01 Tree=217 num_leaves=43 num_cat=8 split_feature=9 8 2 25 1 1 9 10 4 0 0 2 7 1 25 1 1 26 0 1 0 18 8 4 25 7 25 9 10 25 24 7 24 0 0 0 19 11 4 13 0 25 split_gain=3.12704e+07 1.11185e+08 1.2558e+07 1.77124e+07 6.09676e+07 4.83245e+07 1.17279e+08 1.34007e+07 6.91223e+06 5.32903e+06 4.8654e+06 5.74207e+06 3.18431e+06 3.08242e+06 9.52749e+06 3.53212e+07 1.86127e+07 9.65181e+06 7.43574e+06 5.43336e+06 2.19503e+06 1.89535e+06 1.74484e+06 1.5309e+06 1.47089e+06 980952 2.25044e+06 2.6989e+06 3.25398e+06 763396 758803 717308 711762 1.00239e+07 4.80271e+06 659324 648879 599178 505103 328751 322376 309634 threshold=2724.2674800000009 2877.4750000000008 249.90350000000004 0 2779.5510000000008 2779.5510000000008 70.789000000000016 2855.9890500000006 1291.5535000000002 412.47230000000008 885.78750000000014 957.78375000000017 375.00750000000005 26.307400000000005 1 28.568199999999997 786.48464000000001 2022.5000000000002 988.99750000000006 2779.5510000000008 2773.7250000000004 1378.2725000000003 1926.0125000000005 101.08450000000001 2 169.55125000000001 3 54.203000000000003 155.80725000000004 4 5 608.55210000000022 6 1266.1895000000002 2773.7250000000004 312.01600000000002 76.055300000000017 44.815425000000005 861.89750000000015 972.56475000000012 166.73750000000004 7 decision_type=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 9 2 2 9 1 2 1 2 2 2 2 2 2 2 2 9 left_child=2 8 13 5 20 7 -7 10 9 37 12 -12 -4 25 15 -15 18 -18 -17 21 22 23 24 -16 -5 29 27 31 -29 30 39 -27 33 -31 -34 38 -37 -2 -28 -1 -21 -32 right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 11 -13 -14 14 19 16 17 -19 -20 40 -22 -23 -24 -25 -26 26 35 28 -30 32 41 -33 34 -35 -36 36 -38 -39 -40 -41 -42 -43 leaf_value=-0.078599198535987833 0.54196585408572495 22.160373840825311 0.4154464221164208 -0.17599919991229926 -13.303141308952782 23.919291928291322 -4.5373574181965424 8.2073945526123051 -4.5673259236262398 5.5480345778031781 0.84379214274025827 3.6112960517452666 1.4313245691640553 11.766745160420735 0.028582803883939009 0.15476270297446579 8.6692891338893343 1.6130097193188138 6.1811471480414983 -2.7124058569045291 -3.1500619392395022 2.8745919593175251 2.573562236785889 0.25972281597114344 0.28191417679792519 0.13392660788371802 0.040531415674415011 1.1685511240691451 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1.09989e+07 9.37786e+06 9.51316e+06 1.76594e+07 8.52958e+06 7.32466e+06 5.81064e+06 4.7932e+06 9.17634e+06 6.65403e+06 5.22055e+06 4.81018e+06 4.51302e+06 4.42199e+06 3.7079e+06 2.72694e+06 2.0903e+06 6.58049e+06 3.83525e+07 1.82458e+06 1.78191e+06 1.372e+06 1.31797e+06 2.68002e+06 1.78134e+06 1.39807e+06 1.47789e+06 1.26239e+06 1.24954e+06 1.09369e+06 1.42625e+06 4.18017e+06 1.11017e+06 1.00369e+06 2.40823e+06 3.43637e+06 1.44095e+06 985214 972966 1.12014e+06 970847 801507 99983.7 135002 threshold=2692.2960000000003 2877.4750000000008 2690.3565000000003 111.36450000000001 300.85418000000004 132.46500000000003 0 1156.9900000000002 1471.8415000000002 1.6834000000000002 1501.0951200000002 1889.5600000000002 1 2779.5510000000008 2779.5510000000008 2 41.427500000000009 212.16720000000004 1950.3035000000002 603.25250000000017 3 76.483500000000006 4 119.5475 479.07240500000006 5 656.18250000000012 243.69500000000002 6 15.56865 507.85850000000005 108.76150000000001 2022.5000000000002 446.99425000000002 1876.5445000000002 1118.3050000000001 321.84000000000009 1266.1895000000002 2022.5000000000002 7 8 1266.1895000000002 959.97700000000009 9 635.67100000000016 76.014300000000006 321.84000000000009 25.068500000000004 301.05075000000005 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 9 2 2 2 2 1 2 9 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 left_child=5 2 3 9 -5 21 7 12 11 10 -2 17 13 15 16 -7 -14 -9 19 25 42 27 23 47 -22 26 -8 38 29 32 45 -32 -29 -27 35 37 -37 -24 39 40 -1 -41 -21 44 -40 -30 -45 48 -23 right_child=1 -3 -4 4 -6 6 18 8 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 20 24 22 34 -25 -26 33 -28 28 30 -31 31 -33 -34 -35 -36 36 -38 -39 43 41 -42 -43 -44 46 -46 -47 -48 -49 -50 leaf_value=0.90220199553353897 -0.13337428796859016 20.880995681126912 -12.839636175849222 25.089880427360537 -0.47953882021903993 0.68488104225541269 0.20275224877093934 0.72748112085072891 11.597795976292003 -5.1354228764488585 7.2193779602050778 -3.0999094848632813 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25 201 892 41 31 89 157 63 6524 22 88 2685 33 44 1858 23 92 61 43 123 27 56 21 36 22206 167810 5921 96 29 145436 85 391 542 26 21 internal_value=0 4.80394 1.58853 4.06837 10.8846 -0.00297426 0.318838 0.776927 3.4381 0.372795 2.23848 1.76041 0.664336 1.05633 0.249498 0.940243 0.340063 2.87772 0.120036 0.136478 1.12126 -0.0124073 0.161271 2.2918 1.68611 0.0840239 0.219068 -0.0158264 0.212395 1.67175 0.138029 1.06357 1.16942 -0.109074 0.115457 0.123801 1.47686 0.107919 -0.0174993 -0.000690416 0.187691 -0.00801846 -0.179218 -0.0349234 0.0266086 0.0756782 -0.0443182 0.0548239 0.222556 internal_weight=0 180 150 128 45 362323 10318 3109 129 83 62 107 2980 1516 1464 1479 1439 87 7209 7178 363 352005 6796 132 245 6815 4007 345209 2512 110 2402 153 87 2808 6664 6637 77 6560 342697 174428 6522 167906 118 168269 22291 2249 145978 110 84 internal_count=362503 180 150 128 45 362323 10318 3109 129 83 62 107 2980 1516 1464 1479 1439 87 7209 7178 363 352005 6796 132 245 6815 4007 345209 2512 110 2402 153 87 2808 6664 6637 77 6560 342697 174428 6522 167906 118 168269 22291 2249 145978 110 84 cat_boundaries=0 6 7 13 14 18 25 31 37 38 44 cat_threshold=76578816 134217728 68157776 0 16384 1066 318 68190208 134217728 1048832 0 0 2 139 8388608 0 0 1 345632 1082394144 168301056 1678770177 2110720 129 1 0 262144 524288 0 0 1032 1074790400 65540 2147483649 1078157360 4196881 8389640 1 603979904 3440640 8390788 2187330144 268568738 2150629992 is_linear=0 shrinkage=0.01 Tree=219 num_leaves=51 num_cat=10 split_feature=3 8 7 7 9 2 5 2 25 6 0 7 24 3 4 0 25 10 0 25 9 10 0 4 0 25 0 19 4 25 0 2 24 2 4 0 3 25 3 4 25 8 5 4 8 9 14 4 25 4 split_gain=4.07436e+07 9.11981e+07 5.26013e+07 3.16016e+07 7.11983e+07 1.06986e+07 8.78724e+06 8.10718e+06 8.00433e+06 1.08761e+07 7.08438e+06 6.50763e+06 7.33838e+06 7.94009e+06 4.56902e+06 3.408e+06 3.03667e+06 3.02518e+06 2.62005e+06 4.58849e+06 1.73904e+07 4.14196e+07 8.0239e+06 4.97389e+06 3.14383e+06 2.13743e+06 2.65361e+06 2.05257e+06 2.38427e+06 1.96036e+06 1.93111e+06 5.12144e+06 1.85463e+06 1.70019e+06 1.23493e+06 1.0447e+06 861880 1.71236e+06 5.0829e+06 1.39664e+06 788611 1.3566e+06 919747 786040 551625 905944 477487 1.20943e+06 522610 287670 threshold=2692.2960000000003 2877.4750000000008 2690.3565000000003 111.36450000000001 300.85418000000004 249.90350000000004 7.2831999999999999 145.14425000000003 0 1913.0125000000005 635.67100000000016 608.55210000000022 1 1278.9218000000003 2632.2792750000003 150.05350000000004 2 543.30775000000006 3.1710000000000007 3 383.33200000000005 207.477 988.99750000000006 726.06900000000007 1266.1895000000002 4 746.42750000000012 762.32868000000008 107.26800000000001 5 635.67100000000016 2593.0505000000003 6 2593.0505000000003 861.89750000000015 1266.1895000000002 689.90820000000008 7 802.00500000000011 9.86965 8 1926.0125000000005 1287.5327000000002 480.16275000000002 30.860146500000003 30.567250000000005 69.041250000000019 378.77050000000003 9 297.30250000000007 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 1 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16777248 2117 2253455394 2048 2147484232 1 136695428 134252064 1053008 1073741824 2118656 2147485281 6 32768 262144 4161 1074790528 1343492 2147485824 3228771888 4196352 278926857 604520704 1092681776 9437701 67125249 268709907 3222798368 2 is_linear=0 shrinkage=0.01 Tree=220 num_leaves=41 num_cat=8 split_feature=9 2 0 25 0 1 2 10 2 6 1 24 7 25 2 0 24 6 5 7 7 9 5 6 12 5 25 1 1 1 1 24 2 10 25 0 25 1 1 6 split_gain=3.39939e+07 1.1066e+08 1.12149e+07 1.31666e+07 9.06856e+07 3.37125e+07 7.95499e+07 1.5209e+07 1.03334e+07 8.92848e+06 5.65909e+06 6.97195e+06 3.97218e+06 3.36394e+06 2.82428e+06 2.40387e+06 2.33397e+06 3.42098e+06 2.26377e+06 1.75415e+06 6.20574e+06 3.85043e+07 2.16387e+06 1.73204e+06 1.75974e+06 1.48276e+06 1.42156e+06 4.25568e+06 2.41621e+06 2.34381e+06 2.19158e+06 1.49697e+06 1.52104e+06 1.07631e+06 948153 886245 516562 43342.6 9587.33 6076.73 threshold=2724.2674800000009 2593.0505000000003 135.10560000000001 0 2773.7250000000004 2779.5510000000008 2593.0505000000003 2855.9890500000006 957.78375000000017 30.489000000000001 494.77402000000006 1 1888.9124200000003 2 141.4265 474.32500000000005 3 543.33000000000004 116.55200000000001 28.908000000000005 29.369 33.665000000000013 2763.7525000000005 193.67442750000004 1280.6000000000004 0.76750000000000018 4 786.48464000000001 1461.4925000000003 1891.4572200000002 2779.5510000000008 5 720.28944000000013 1797.2975000000001 6 9.8167500000000008 7 1097.7209 23.042000000000002 8.5440000000000023 decision_type=2 2 2 9 2 2 2 2 2 2 2 1 2 9 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 9 2 9 2 2 2 left_child=2 12 19 4 8 7 14 10 16 -10 13 -12 15 -5 -7 25 18 -18 -4 26 21 38 23 34 -25 -2 27 31 37 -30 33 32 -1 36 -22 -33 -28 -29 39 -21 right_child=1 -3 3 5 -6 6 -8 -9 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 20 22 -23 -24 24 -26 -27 30 28 29 -31 -32 35 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=0.23760677240179015 2.1618910642103719 23.137428593105742 2.4104229628619027 0.48331551211806756 21.821460597298362 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311 286330 24 23 20 internal_value=0 5.1731 -0.00146498 0.316821 1.98226 0.242693 -6.02878 0.295126 0.997295 4.76875 0.274892 0.903955 0.322737 0.186566 -0.487248 1.35031 0.349566 -0.208616 1.47725 -0.0111636 0.0907166 2.30131 0.0733093 0.0690936 0.402335 0.163403 -0.0160472 0.103467 2.13536 0.767834 -0.0195817 0.0818843 0.253574 -0.019365 0.0365683 -0.009338 -0.0195756 3.86756 -0.0999092 -0.0498458 internal_weight=0 127 363304 10743 445 10298 85 10213 423 62 10185 1254 100 8931 64 79 361 249 112 352561 16127 126 16001 15980 1421 54 336434 9657 102 57 326777 9555 3306 326754 14559 6249 326710 45 106 83 internal_count=363431 127 363304 10743 445 10298 85 10213 423 62 10185 1254 100 8931 64 79 361 249 112 352561 16127 126 16001 15980 1421 54 336434 9657 102 57 326777 9555 3306 326754 14559 6249 326710 45 106 83 cat_boundaries=0 6 7 13 14 20 21 27 34 cat_threshold=1048576 0 16 0 0 10 3266 69242368 134218756 202375168 4456961 4194880 96 326 3222274048 65540 64 16672 2048 268440616 3077 2150697088 1275166724 5 5570561 268451840 1024 4 32832 2425363600 3293586448 272638976 1075331137 2 is_linear=0 shrinkage=0.01 Tree=221 num_leaves=40 num_cat=11 split_feature=9 2 0 25 0 1 2 10 2 1 1 24 7 25 2 0 24 5 3 4 2 25 10 3 1 11 8 5 25 7 0 0 26 24 24 25 25 25 14 split_gain=3.33174e+07 1.08458e+08 1.09931e+07 1.29043e+07 8.88809e+07 3.30418e+07 7.79669e+07 1.49062e+07 1.01277e+07 8.61075e+06 5.54838e+06 7.76778e+06 3.89314e+06 3.29727e+06 2.76808e+06 2.35603e+06 2.28752e+06 2.21872e+06 1.72959e+06 4.19022e+06 7.1198e+06 3.07312e+06 4.18008e+07 1.1157e+07 3.69592e+06 1.80061e+06 1.66643e+06 1.45325e+06 1.23045e+06 1.39564e+06 1.03373e+06 1.71076e+06 3.29639e+06 782944 714800 5.02532e+06 706071 673910 606964 threshold=2724.2674800000009 2593.0505000000003 135.10560000000001 0 2773.7250000000004 2779.5510000000008 2593.0505000000003 2855.9890500000006 957.78375000000017 860.12500000000011 494.77402000000006 1 1888.9124200000003 2 141.4265 474.32500000000005 3 116.55200000000001 14.222000000000001 1876.5445000000002 192.11889000000002 4 176.34057000000004 745.12500000000011 1891.4572200000002 227.98075000000003 652.05450000000008 0.76750000000000018 5 2690.3565000000003 65.403650000000013 112.43250000000002 2022.5000000000002 6 7 8 9 10 1298.1175000000001 decision_type=2 2 2 9 2 2 2 2 2 2 2 1 2 9 2 2 1 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 1 1 9 9 9 2 left_child=2 12 18 4 8 7 14 10 16 -10 13 -12 15 -5 -7 27 17 -4 28 21 -21 22 23 -20 25 -23 -18 -2 30 34 33 32 -32 37 35 -30 -36 -1 -35 right_child=1 -3 3 5 -6 6 -8 -9 9 -11 11 -13 -14 -15 -16 -17 26 -19 19 20 -22 24 -24 -25 -26 -27 -28 -29 29 -31 31 -33 -34 38 36 -37 -38 -39 -40 leaf_value=0.47531295556144415 2.1402721920880405 22.906054759555392 2.3863187078588148 0.47850041873480215 21.603245450800113 -3.0799116333007812 -22.688099270775208 7.5785253464324143 1.6577294014595652 9.2547878982543939 0.12382564749383279 1.7026004158226247 -3.50744881039574 0.058827748287208305 1.1827113911433098 3.8748763824462888 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0.293067 0.0441266 0.0482546 -0.20653 0.161769 -0.0173968 -0.0203587 0.110057 1.20664 2.48228 0.0974528 -0.0205294 0.028197 -0.0251356 0.279017 0.038285 internal_weight=0 127 363304 10743 445 10298 85 10213 423 62 10185 1254 100 8931 64 79 361 112 352561 26738 45 26693 641 621 26052 26021 249 54 325823 318430 7393 85 47 7308 318409 27500 290909 1783 5525 internal_count=363431 127 363304 10743 445 10298 85 10213 423 62 10185 1254 100 8931 64 79 361 112 352561 26738 45 26693 641 621 26052 26021 249 54 325823 318430 7393 85 47 7308 318409 27500 290909 1783 5525 cat_boundaries=0 6 7 13 14 20 26 27 28 32 39 45 cat_threshold=1048576 0 16 0 0 10 3298 69242368 134218756 202375168 4456961 4194880 96 326 8388608 65536 64 16384 1024 1024 3221225472 65540 64 288 2048 268440616 3076 1 1048576 0 0 1073758208 16512 294976 2415922308 106308624 272629776 2149081155 2 3221225472 4 0 0 0 1064 is_linear=0 shrinkage=0.01 Tree=222 num_leaves=40 num_cat=8 split_feature=9 2 0 25 0 1 2 10 2 6 1 24 7 25 2 0 24 6 5 7 7 13 5 6 5 25 25 1 26 1 1 24 2 10 25 0 26 1 6 split_gain=3.26543e+07 1.06299e+08 1.07758e+07 1.26471e+07 8.71122e+07 3.23845e+07 7.64153e+07 1.46095e+07 9.9262e+06 8.74702e+06 5.44013e+06 7.61573e+06 3.81566e+06 3.24357e+06 2.71299e+06 2.30915e+06 2.242e+06 3.34206e+06 2.17457e+06 1.70413e+06 6.07744e+06 3.82074e+07 2.10611e+06 1.68474e+06 1.42433e+06 1.42091e+06 1.36387e+06 4.1722e+06 6.81628e+06 3.0647e+06 2.14034e+06 1.44868e+06 1.49083e+06 1.05462e+06 928690 857102 686722 12539.2 6032.82 threshold=2724.2674800000009 2593.0505000000003 135.10560000000001 0 2773.7250000000004 2779.5510000000008 2593.0505000000003 2855.9890500000006 957.78375000000017 30.489000000000001 494.77402000000006 1 1888.9124200000003 2 141.4265 474.32500000000005 3 543.33000000000004 116.55200000000001 28.908000000000005 29.369 29.390000000000004 2763.7525000000005 193.67442750000004 0.76750000000000018 4 5 786.48464000000001 2022.5000000000002 1461.4925000000003 2779.5510000000008 6 720.28944000000013 1797.2975000000001 7 9.8167500000000008 2022.5000000000002 23.042000000000002 14.46815 decision_type=2 2 2 9 2 2 2 2 2 2 2 1 2 9 2 2 1 2 2 2 2 2 2 2 2 9 9 2 2 2 2 1 2 2 9 2 2 2 2 left_child=2 12 19 4 8 7 14 10 16 -10 13 -12 15 -5 -7 24 18 -18 -4 26 21 37 23 34 -2 -25 27 31 29 -29 33 32 -1 36 -22 -33 -28 38 -21 right_child=1 -3 3 5 -6 6 -8 -9 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 20 22 -23 -24 25 -26 -27 30 28 -30 -31 -32 35 -34 -35 -36 -37 -38 -39 -40 leaf_value=0.23302194657269015 2.1188693588430234 22.676993756117646 2.3624555046979121 0.46277548733365204 21.387213704802775 -3.0491125427246097 -22.461218319847472 7.502739901712963 9.4001384242375696 1.6888236909163628 0.12260606401230506 1.685853075676776 -3.4723743456885927 0.05292012550743521 1.1708842424245982 3.8361275543212892 -0.61670496137829522 3.1093414659853336 -0.89519463221232098 -0.10562710762023926 0.24019442191216364 14.954384747564793 3.2370465596516924 0.85112308804546633 -1.1864675185084343 0.1721422017832262 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10298 85 10213 423 62 10185 1254 100 8931 64 79 361 249 112 352561 16127 126 16001 15980 54 1421 336434 9657 102 58 326777 9555 3306 326754 14559 6249 326710 106 83 internal_count=363431 127 363304 10743 445 10298 85 10213 423 62 10185 1254 100 8931 64 79 361 249 112 352561 16127 126 16001 15980 54 1421 336434 9657 102 58 326777 9555 3306 326754 14559 6249 326710 106 83 cat_boundaries=0 6 7 13 14 19 25 26 32 cat_threshold=1048576 0 16 0 0 10 3298 69307904 134219012 202375168 4456961 4194880 96 326 136675328 134217792 4096 0 4096 3222274048 65540 64 16672 2048 268440616 3077 2150697088 1275166724 5 5570561 268451840 1024 is_linear=0 shrinkage=0.01 Tree=223 num_leaves=37 num_cat=9 split_feature=9 2 2 25 3 3 9 24 11 2 7 5 4 1 25 3 25 10 17 13 8 1 25 1 1 24 1 11 25 13 25 8 24 5 2 1 split_gain=3.20045e+07 1.04184e+08 9.79478e+06 1.3347e+07 7.35103e+07 4.9486e+07 8.48709e+07 5.96046e+06 5.12692e+06 3.93403e+06 3.73973e+06 2.2937e+06 3.5569e+06 3.39326e+06 2.33983e+06 1.11274e+07 2.15981e+06 2.00144e+06 2.35889e+06 1.92649e+06 2.07686e+06 1.90605e+06 1.68324e+06 1.04016e+07 2.23871e+06 1.8495e+06 1.58532e+06 1.51613e+06 7.29164e+06 1.15509e+06 1.14029e+06 893870 880332 818142 735244 698547 threshold=2724.2674800000009 2593.0505000000003 249.90350000000004 0 2692.2960000000003 2692.2960000000003 119.5475 1 1962.6297000000002 2593.0505000000003 1888.9124200000003 209.25250000000003 1876.5445000000002 1891.4572200000002 2 802.00500000000011 3 1528.9670000000003 1268.0600000000002 576.41150000000016 230.54600000000002 112.91100000000002 4 1891.4572200000002 2779.5510000000008 5 959.97700000000009 71.893140000000002 6 972.56475000000012 7 55.204000000000015 8 543.59225000000015 2593.0505000000003 959.97700000000009 decision_type=2 2 2 9 2 2 2 1 2 2 2 2 2 2 9 2 9 2 2 2 2 2 9 2 2 1 2 2 9 2 9 2 1 2 2 2 left_child=2 10 11 5 16 7 -7 19 9 -9 21 22 13 14 15 -13 26 18 -18 20 -4 31 23 25 27 30 34 32 -29 -16 -1 -2 -24 -21 -5 -27 right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12 12 -14 -15 29 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292 513 38 20 28 1554 32 45 21 1257 34 24 2797 43 2849 38 27 22 113 35 169389 20 35 5762 21 101 6587 50 1443 22 168392 20 20 46 internal_value=0 5.01946 -0.00141878 0.412365 0.0316628 1.03517 11.0784 0.808158 1.08477 1.01211 0.313152 -0.00793433 0.224242 0.197983 0.219682 0.56929 0.183326 0.291731 0.262607 -0.220477 -0.013999 1.3102 -0.0106964 0.124519 -0.0142175 0.108548 -0.385191 -0.013961 0.135134 0.0578403 0.303808 -0.0751551 -0.016913 -2.26401 -0.285962 0.00262386 internal_weight=0 127 363304 5632 3506 2126 48 2078 1631 1599 100 357672 4205 4171 4147 1300 3468 2914 2876 447 405 79 353467 8963 344504 8943 554 344469 6688 2847 3135 44 337781 42 533 5808 internal_count=363431 127 363304 5632 3506 2126 48 2078 1631 1599 100 357672 4205 4171 4147 1300 3468 2914 2876 447 405 79 353467 8963 344504 8943 554 344469 6688 2847 3135 44 337781 42 533 5808 cat_boundaries=0 6 7 13 20 26 27 31 37 38 cat_threshold=2148564992 8651776 67109136 262145 20480 2 640 203425280 1074036840 524352 3288662016 0 9 612892804 16777248 8390721 2187395074 2048 584 1 1048576 65540 64 32 4196481 268440616 2055 8388608 0 0 4194304 1048576 4 0 32 2048 1056 1079 is_linear=0 shrinkage=0.01 Tree=224 num_leaves=35 num_cat=5 split_feature=9 5 0 25 0 1 0 11 8 1 25 18 9 6 24 0 8 7 7 11 5 6 12 4 25 1 1 0 1 25 5 8 1 6 split_gain=3.13676e+07 1.01812e+08 1.04508e+07 1.2286e+07 8.49096e+07 3.14793e+07 4.03674e+07 1.25362e+07 9.49931e+06 8.92704e+06 4.73623e+06 5.83709e+06 4.29866e+06 4.10439e+06 3.28516e+06 2.21536e+06 1.84267e+06 1.65407e+06 5.95809e+06 3.75129e+07 2.05687e+06 1.63484e+06 1.71492e+06 1.38894e+06 1.25345e+06 2.43661e+06 2.33438e+06 1.01929e+06 922144 911519 665975 423525 17260.2 6374.46 threshold=2724.2674800000009 2763.7525000000005 135.10560000000001 0 2773.7250000000004 2779.5510000000008 2773.7250000000004 2995.7383125000001 1926.0125000000005 1461.4925000000003 1 1378.2725000000003 981.55950000000007 1913.0125000000005 2 1114.9175000000002 998.8850000000001 28.908000000000005 29.369 35.942820000000005 2763.7525000000005 193.67442750000004 1280.6000000000004 2632.2792750000003 3 2779.5510000000008 786.48464000000001 65.403650000000013 1256.4300000000001 4 543.59225000000015 55.204000000000015 23.042000000000002 17.212600000000002 decision_type=2 2 2 9 2 2 2 2 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 2 left_child=2 8 17 4 9 7 15 10 16 12 11 -5 14 -12 -4 -7 31 23 19 32 21 29 -23 24 26 30 27 -1 -28 -20 -26 -2 33 -19 right_child=1 -3 3 5 -6 6 -8 -9 -10 -11 13 -13 -14 -15 -16 -17 -18 18 20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.079701094945273138 1.1142521587371825 19.777344751919017 -1.0144254175880376 0.53360427522983755 21.111556967388502 0.21315133221944174 -17.487733223655006 7.6593533940937206 -6.5503617553710933 5.7983523145403186 0.096506884083690903 4.6387940929957798 4.5359851654052736 3.1606052927537398 0.92438350847375528 -3.5415416827346338 3.6474159102006394 -0.10208254683762789 0.29952856404602751 14.815737208843231 3.1986901455833801 0.34426514157715837 2.986712520313263 2.0055599316428689 -0.01902669648768552 -3.2048575671513873 3.2391750632013596 1.1809343737433939 1.0293617518194791 0.011676991189515911 0.32368624886366681 -0.70866953097856966 -0.37262940333003086 0.098702561685017176 leaf_weight=7522 25 34 126 3332 22 30 22 23 20 35 6779 35 25 44 237 33 22 64 1189 20 21 1396 25 34 328115 24 28 85 58 13370 568 26 21 21 leaf_count=7522 25 34 126 3332 22 30 22 23 20 35 6779 35 25 44 237 33 22 64 1189 20 21 1396 25 34 328115 24 28 85 58 13370 568 26 21 21 internal_value=0 4.96926 -0.00140368 0.305848 1.91463 0.234243 -5.82596 0.284909 -0.444443 0.961472 0.268264 0.574571 0.525156 0.116096 0.248928 -1.75359 1.22841 -0.0107661 0.088165 2.2542 0.0711085 0.0669984 0.390754 -0.0155083 -0.0157126 -0.0186665 0.110384 0.0920062 1.74884 0.0353989 -0.0184345 0.18492 -0.115903 -0.0524768 internal_weight=0 127 363304 10743 445 10298 85 10213 93 423 10190 3367 388 6823 363 63 73 352561 16127 126 16001 15980 1421 336434 336400 328707 7693 7607 86 14559 328683 51 106 85 internal_count=363431 127 363304 10743 445 10298 85 10213 93 423 10190 3367 388 6823 363 63 73 352561 16127 126 16001 15980 1421 336434 336400 328707 7693 7607 86 14559 328683 51 106 85 cat_boundaries=0 6 12 13 19 25 cat_threshold=1048576 0 16 0 0 10 67145216 8389632 67109120 65536 4210752 32 2704 3221225472 65540 64 16416 2048 268440616 2150631552 134316036 5 5570561 0 1024 is_linear=0 shrinkage=0.01 Tree=225 num_leaves=47 num_cat=12 split_feature=5 8 16 1 0 4 0 6 0 10 25 5 11 1 1 24 25 5 24 10 1 4 11 25 13 8 17 26 25 24 0 0 24 0 25 5 0 0 16 25 25 0 25 26 9 11 split_gain=2.59739e+07 7.57251e+07 2.22674e+07 8.28476e+06 9.13294e+06 1.57797e+07 8.28172e+06 1.03424e+07 6.69037e+06 6.46211e+06 6.03088e+06 8.81979e+06 5.80271e+06 5.70391e+06 5.50171e+06 4.18125e+06 4.17827e+06 2.9604e+06 2.80459e+06 2.36121e+06 4.16182e+06 2.27752e+06 2.06097e+06 7.3795e+06 3.65279e+07 1.31473e+06 1.53671e+06 1.18622e+06 2.7733e+06 1.45409e+06 2.86849e+07 5.63465e+06 1.24453e+06 6.90772e+06 1.15684e+06 4.32185e+06 1.82289e+06 1.09693e+06 1.8543e+06 1.00205e+06 944056 938567 654610 399649 272160 215336 threshold=2763.7525000000005 2877.4750000000008 317.83250000000004 132.46500000000003 2773.7250000000004 1876.5445000000002 988.99750000000006 1913.0125000000005 988.99750000000006 1105.5920000000003 0 139.80500000000004 912.26085000000012 2779.5510000000008 786.48464000000001 1 2 461.00700000000006 3 67.593000000000004 1461.4925000000003 19.643625000000004 71.893140000000002 4 43.314087500000007 1926.0125000000005 1471.0585000000003 2022.5000000000002 5 6 1266.1895000000002 2773.7250000000004 7 746.42750000000012 8 1287.5327000000002 688.40820000000008 688.40820000000008 181.98427500000005 9 10 1266.1895000000002 11 2022.5000000000002 1.8921100000000004 364.35250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 9 2 1 2 2 2 2 9 2 2 2 2 9 1 2 2 1 2 9 2 2 2 2 9 9 2 9 2 2 2 left_child=3 2 8 22 6 19 7 16 21 17 11 14 -13 15 -8 -12 18 -9 -5 20 -6 -2 27 24 44 26 40 28 32 30 -30 -31 33 -1 35 36 -29 42 -39 -18 -25 -34 -36 -23 45 -24 right_child=1 -3 -4 4 5 -7 10 9 -10 -11 13 12 -14 -15 -16 -17 39 -19 -20 -21 -22 43 23 25 -26 -27 -28 34 29 31 -32 -33 41 -35 37 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.39984510036612109 2.9068131439774123 17.028556411743164 -8.2712270339330036 0.13408226430830761 -4.8257255878773604 -10.051545363716457 3.0004314647530612 -0.40916307487487791 6.1391000227494672 8.7758245718479166 -0.57028978351418302 0.11804179862141609 4.5349520149230953 -4.5336397879464281 7.8788946108701747 1.8225898853312716 0.10816694201811528 4.1835342948418113 0.60599935090619617 2.1616376934880797 1.4771693210601808 0.12996680577596029 0.072535653284617835 0.26468264095877458 15.078416494369508 -2.047077111005783 2.2449410348780017 0.018684158379383885 0.052096347835579281 -0.015192312552295157 10.364183883490387 -4.9651844323199734 0.14821599699966534 6.1759592310587559 -0.17525181432719258 4.2689558384815856 1.444270666539669 -1.182747151589975 1.8492271986474162 -0.19266954696299107 0.022886426607652895 -1.5723445188999177 -0.03994073417176728 -1.8452122443914414 -0.71210172323080212 1.2762574676845386 leaf_weight=1471 27 35 24 2254 22 23 53 25 33 20 121 116 40 21 41 168 2690 32 2902 23 20 21 42 2578 20 28 34 26560 28990 142263 27 23 3437 21 3662 24 90 164 23 1867 4315 32 138835 20 26 23 leaf_count=1471 27 35 24 2254 22 23 53 25 33 20 121 116 40 21 41 168 2690 32 2902 23 20 21 42 2578 20 28 34 26560 28990 142263 27 23 3437 21 3662 24 90 164 23 1867 4315 32 138835 20 26 23 internal_value=0 4.02743 0.387119 -0.00256235 0.275088 -2.93285 0.302363 0.234709 2.44455 3.8852 1.4851 2.60442 1.25058 0.482833 5.12827 0.864059 0.20577 2.16919 0.400355 -0.413922 -1.82435 0.651603 -0.0107796 0.158286 2.60706 0.11529 0.124197 -0.014236 0.00392351 -0.00283339 0.0616704 -0.0159913 0.236767 0.477941 -0.033136 0.0273081 0.0234985 -0.0444345 -0.809831 -0.0152376 0.113736 0.131964 -0.0434332 -0.833535 0.152591 0.498468 internal_weight=0 160 125 363126 10438 88 10350 9790 101 77 560 250 156 310 94 289 9713 57 5156 65 42 68 352688 7066 111 6955 6927 345622 176264 171303 29017 142286 4961 1492 169358 26674 26650 142684 187 4557 6893 3469 142497 41 91 65 internal_count=363286 160 125 363126 10438 88 10350 9790 101 77 560 250 156 310 94 289 9713 57 5156 65 42 68 352688 7066 111 6955 6927 345622 176264 171303 29017 142286 4961 1492 169358 26674 26650 142684 187 4557 6893 3469 142497 41 91 65 cat_boundaries=0 6 7 13 14 19 25 26 27 34 41 47 52 cat_threshold=1081344 134217728 16 0 0 2147483648 903 202425888 1216610816 202380112 604307968 2113536 1057 3720 8388608 0 0 65536 4194304 3221225472 65540 65536 1077936176 4229632 276824072 3 1027 603979780 137660480 2180 2183135746 285376672 2150646880 1 2424964 33896 34078720 7340034 13632 2147483778 2 137692704 1608 529425 67108865 270532864 129 1074790400 4 0 1073758480 4194304 is_linear=0 shrinkage=0.01 Tree=226 num_leaves=44 num_cat=6 split_feature=6 18 17 0 3 1 25 1 0 1 0 14 4 8 0 8 1 25 3 0 1 6 3 17 3 8 3 11 25 12 0 26 3 3 25 0 25 25 19 4 10 11 0 split_gain=1.69047e+07 6.28356e+07 1.53297e+07 1.26261e+07 1.04072e+07 7.55029e+06 9.76058e+06 4.06633e+07 2.18061e+07 2.2859e+07 6.84838e+06 6.83134e+06 4.23515e+06 1.72747e+07 4.05067e+06 4.10871e+06 4.0249e+06 3.43186e+06 2.29382e+06 2.07689e+06 9.33216e+06 2.00218e+06 1.96125e+06 1.89539e+06 1.93555e+06 1.60538e+06 1.34499e+06 1.17364e+06 7.19208e+06 3.55532e+07 1.19137e+06 1.48175e+06 2.89266e+06 1.10117e+06 1.10833e+06 1.06212e+06 1.04281e+06 907710 831138 561505 306612 296453 123108 threshold=1913.0125000000005 321.88825000000003 313.27125000000007 2773.7250000000004 2692.2960000000003 138.62250000000003 0 2779.5510000000008 2773.7250000000004 1891.4572200000002 885.78750000000014 1867.1242800000002 970.01225000000011 81.197500000000005 104.28351050000001 306.80800000000005 2779.5510000000008 1 870.71080000000018 562.18200000000013 860.12500000000011 152.55250000000004 94.600300000000018 1471.0585000000003 1854.9329420000001 84.624500000000012 387.47150000000005 71.893140000000002 2 78.553000000000011 1266.1895000000002 2022.5000000000002 21.745000000000005 2692.2960000000003 3 885.78750000000014 4 5 824.48000000000013 586.56060000000014 39.502000000000002 364.35250000000002 2773.7250000000004 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 2 2 2 9 2 2 2 2 2 9 2 9 9 2 2 2 2 2 left_child=5 2 3 4 14 21 7 12 10 -10 17 16 19 -14 26 -16 -12 22 -19 25 -21 27 -8 24 36 -7 -2 30 29 41 33 32 -32 34 -1 37 38 -30 -23 -38 -37 -29 -33 right_child=1 -3 -4 -5 -6 6 8 -9 9 -11 11 -13 13 -15 15 -17 -18 18 -20 20 -22 23 -24 -25 -26 -27 -28 28 35 -31 31 42 -34 -35 -36 40 39 -39 -40 -41 -42 -43 -44 leaf_value=0.12589578405926644 0.51310624238316505 14.388123318772566 -6.6577866304837743 6.9760217110770091 -5.4353170240383886 -0.075012628561437394 0.16698526195583294 15.632611720085144 -0.83274781781273921 -13.363775374094645 1.322465013972814 6.7745739676735619 10.110306831028151 -2.0175577113032341 5.4705527273813876 1.0399216146469117 -2.1404462135831515 -0.040922289584733575 -1.8825702907037043 -0.099011838608893787 6.3666016318581322 0.29725750951830981 0.55423628151423499 2.5422435440736657 3.0059319273630782 1.5374939183677947 -2.4273609256744386 -0.27319814207003668 0.20118346044045304 14.842548661291598 1.9153945020769465 -0.10183663677161847 -2.1875741529464721 1.7574700630051749 -0.018649105483718471 -2.2696273339313011 0.017727828449541076 -0.047017865838264651 -1.6995058595566521 -0.86396353352864586 -0.59835585866655616 1.0477890246847401 -0.99005333805084239 leaf_weight=5380 70 38 26 35 26 233 3187 20 37 24 496 22 23 24 36 50 36 3409 69 69 33 2840 2218 34 24 84 20 65 3203 20 122 71 20 35 336328 23 1956 2720 21 75 21 23 20 leaf_count=5380 70 38 26 35 26 233 3187 20 37 24 496 22 23 24 36 50 36 3409 69 69 33 2840 2218 34 24 84 20 65 3203 20 122 71 20 35 336328 23 1956 2720 21 75 21 23 20 internal_value=0 2.36809 0.631355 1.43101 0.470237 -0.00274337 0.268446 1.6365 0.196515 -5.76299 0.235245 1.31395 1.07093 3.91735 1.34265 2.8946 1.08813 0.16797 -0.0772367 0.751641 1.9928 -0.0104135 0.325296 0.189289 0.173015 0.352276 -0.140331 -0.0132537 0.124522 2.56943 -0.0157012 0.699121 1.33751 -0.0161885 -0.0163702 0.0758368 0.159117 0.0874631 0.281617 -0.0147583 -1.47198 0.0720599 -0.297049 internal_weight=0 301 263 237 202 362985 9984 486 9498 61 9437 554 466 47 176 86 532 8883 3478 419 102 353001 5405 4950 4916 317 90 348051 6075 108 341976 233 142 341743 341708 5967 4892 5923 2861 2031 44 88 91 internal_count=363286 301 263 237 202 362985 9984 486 9498 61 9437 554 466 47 176 86 532 8883 3478 419 102 353001 5405 4950 4916 317 90 348051 6075 108 341976 233 142 341743 341708 5967 4892 5923 2861 2031 44 88 91 cat_boundaries=0 6 12 17 23 30 36 cat_threshold=1048576 134217728 67108864 327680 0 1024 201377312 1082394112 168825680 603980288 2125888 2147483681 8388608 0 0 65536 4194304 3221225472 65540 0 37748768 35456 276828168 146114052 134513760 167776784 67239939 2101312 2147483776 2 137692704 1208288840 34083857 1048577 270549248 2147483841 is_linear=0 shrinkage=0.01 Tree=227 num_leaves=46 num_cat=9 split_feature=5 4 8 6 7 1 0 2 2 0 6 2 25 5 2 11 1 24 25 1 24 7 7 15 25 6 21 4 2 14 0 5 24 0 0 25 0 0 0 25 25 2 1 2 4 split_gain=2.52276e+07 7.44123e+07 1.44371e+08 1.55292e+07 2.55239e+07 7.9511e+06 8.88345e+06 2.84868e+07 1.01901e+07 7.94701e+06 1.00506e+07 7.75348e+06 5.91136e+06 8.61677e+06 6.73273e+06 5.65965e+06 5.55607e+06 4.11469e+06 4.0177e+06 3.35841e+06 2.74737e+06 2.15738e+06 5.83672e+06 3.49189e+07 2.43154e+06 4.27069e+06 4.24575e+06 1.78843e+06 1.74332e+06 1.15403e+06 1.14365e+06 1.16995e+06 856451 2.47159e+07 4.38353e+06 3.075e+06 1.85723e+06 1.56744e+06 1.40633e+06 1.24139e+06 468205 443401 198501 13152.1 2516.64 threshold=2763.7525000000005 2632.2792750000003 2877.4750000000008 1295.575 654.14525000000003 132.46500000000003 2773.7250000000004 1800.6974500000001 266.08684 988.99750000000006 1913.0125000000005 621.21800000000007 0 139.80500000000004 957.78375000000017 912.26085000000012 2779.5510000000008 1 2 1256.4300000000001 3 28.908000000000005 29.369 11.453000000000001 4 156.02740000000003 152.74650000000003 362.02000000000004 94.890920000000008 1151.8115000000003 1266.1895000000002 1121.68056 5 1266.1895000000002 2773.7250000000004 6 1836.963 114.43050000000001 988.99750000000006 7 8 365.68050000000005 233.38914000000003 16.196950000000005 2.2775000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 9 2 1 2 2 2 9 2 2 2 2 2 2 2 1 2 2 9 2 2 2 9 9 2 2 2 2 left_child=5 3 -3 4 42 21 9 8 -8 10 18 28 13 14 -11 -15 17 -14 20 -5 -7 32 23 43 25 27 -27 -24 -12 -20 31 -26 33 35 38 37 -35 -1 39 -34 -37 -40 -2 44 -23 right_child=1 2 -4 19 -6 6 7 -9 -10 12 11 -13 16 15 -16 -17 -18 -19 29 -21 -22 22 24 -25 30 26 -28 -29 -30 -31 -32 -33 34 36 -36 40 -38 -39 41 -41 -42 -43 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27 40 21 168 4534 21 2902 55 1890 20 13322 477 20 93 21 23 31 46 4201 28 47 18029 25 404 212 275028 29676 26 20 20 22 leaf_count=9016 37 21 21 20 20 2254 21 30 37 67 21 35 121 116 27 40 21 168 4534 21 2902 55 1890 20 13322 477 20 93 21 23 31 46 4201 28 47 18029 25 404 212 275028 29676 26 20 20 22 internal_value=0 3.96916 15.4 -0.0994537 2.5477 -0.00252038 0.269481 -2.89433 1.19759 0.296381 0.230109 3.82873 1.45497 2.56288 5.05706 1.22426 0.463859 0.839703 0.201581 -5.07094 0.39239 -0.0105704 0.102899 2.32824 0.086502 0.373463 1.20388 0.16722 0.931973 -0.0151377 0.0330854 0.0286611 -0.0159613 0.0193005 -0.0231744 0.012971 6.84504 0.177975 -0.0226616 -0.0220067 -0.0196446 -0.791032 -0.862703 -0.152413 -0.0930683 internal_weight=0 160 42 118 77 363126 10438 88 58 10350 9790 77 560 250 94 156 310 289 9713 41 5156 352688 15996 117 15879 2480 497 1983 42 4557 13399 13368 336692 57178 279514 57125 53 9420 279467 279229 47705 238 57 97 77 internal_count=363286 160 42 118 77 363126 10438 88 58 10350 9790 77 560 250 94 156 310 289 9713 41 5156 352688 15996 117 15879 2480 497 1983 42 4557 13399 13368 336692 57178 279514 57125 53 9420 279467 279229 47705 238 57 97 77 cat_boundaries=0 6 7 13 14 20 21 27 34 41 cat_threshold=1081344 134217728 16 0 0 2147483648 903 202425888 1216610816 202380112 604307968 2113536 1057 3720 2150664320 1310784 67108885 4260353 4195392 1024 3 9470212 2097220 2155876608 3221299233 11778 276824584 3221225472 65540 65536 37748752 2688 4128 1 203768320 1225264432 35127824 393218 279203840 2 2 is_linear=0 shrinkage=0.01 Tree=228 num_leaves=42 num_cat=5 split_feature=6 18 17 12 1 14 0 24 10 0 1 4 24 1 0 10 11 11 1 4 24 0 7 3 10 3 24 14 4 3 18 11 11 9 26 24 0 3 0 0 0 split_gain=1.62407e+07 6.12198e+07 1.49685e+07 1.24537e+07 7.25822e+06 8.39078e+06 9.11693e+06 6.96409e+06 2.07622e+07 1.84369e+07 1.68744e+07 1.34996e+07 6.77902e+06 1.66628e+07 9.0631e+06 7.34791e+06 6.40043e+06 4.13648e+06 3.72673e+06 3.39106e+06 2.84134e+06 2.96103e+06 2.36632e+06 6.18107e+06 1.40398e+06 1.36707e+06 2.39057e+06 1.38558e+06 1.45672e+06 1.25902e+06 1.24109e+06 1.00367e+06 5.19179e+06 3.8232e+07 1.10496e+06 2.08698e+06 1.25454e+06 943556 773966 684279 675286 threshold=1913.0125000000005 321.88825000000003 313.27125000000007 1922.9850000000004 138.62250000000003 2857.2975000000001 885.78750000000014 0 10.722500000000002 2773.7250000000004 860.12500000000011 112.21500000000002 1 1461.4925000000003 153.94725000000003 741.05500000000018 1156.9900000000002 250.65000000000003 554.77325000000008 2632.2792750000003 2 67.573000000000022 104.01000000000001 1854.9329420000001 2855.9890500000006 248.70244000000002 3 428.25000000000006 12.473917500000001 974.18930000000012 274.56205000000006 76.483500000000006 79.267885000000021 92.591000000000022 2022.5000000000002 4 746.42750000000012 17.811866500000004 1266.1895000000002 885.78750000000014 40.516000000000005 decision_type=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 1 2 2 2 2 2 left_child=4 2 3 12 22 6 19 8 10 16 -8 -11 14 17 37 -16 -9 -14 -10 20 29 -22 24 25 31 27 30 38 -29 -6 -27 34 33 -33 35 -1 -36 -2 -24 -34 -28 right_child=1 -3 -4 -5 5 -7 7 9 18 11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 40 28 -30 -31 -32 32 39 -35 36 -37 -38 -39 -40 -41 -42 leaf_value=0.077173817469260636 0.79002286572610181 14.185596084092793 -6.5959113003657412 8.3893034545235015 -0.13715750716881742 -5.7698378820004663 4.0493370559811597 1.0903924559849631 3.7615836931206288 -10.386472219300011 15.758497825622557 -0.67982152712972532 -0.47299997703669827 -9.3997557113170629 9.2152291748258808 1.4297241904518823 4.73474707585794 4.5632613445463637 -0.93588168687987749 3.9482534801959992 0.10451439796540811 0.50892035176381856 0.076726695999188688 5.1390460006713861 2.3098798238314115 2.0538052335595913 -0.19635899552716896 2.151132266895095 0.22562298321723936 -1.8505570069226351 -0.61046631240844729 0.020974010465776217 0.079241221063157563 14.828796400308608 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159 346279 5352 156 340927 174746 166181 51 5843 5196 507 internal_count=363286 301 263 237 362985 9984 9961 696 133 563 52 61 214 114 100 49 502 94 81 9265 9241 7503 353001 6696 346305 6671 666 6005 162 1738 159 346279 5352 156 340927 174746 166181 51 5843 5196 507 cat_boundaries=0 1 2 3 4 5 cat_threshold=2052 3362 2176 268 3 is_linear=0 shrinkage=0.01 Tree=229 num_leaves=43 num_cat=8 split_feature=5 4 8 6 7 0 4 0 25 0 24 10 2 5 2 24 6 8 0 7 7 9 25 6 9 2 6 6 5 4 10 26 2 25 25 24 2 7 25 0 12 26 split_gain=2.45784e+07 7.27559e+07 1.4112e+08 1.52669e+07 2.49828e+07 7.48898e+06 1.40847e+07 1.29877e+07 1.03615e+07 1.95699e+07 2.05714e+07 3.00516e+07 1.06684e+07 9.66399e+06 8.61006e+06 7.02558e+06 7.45368e+06 2.59778e+06 2.39082e+06 2.10472e+06 6.22476e+06 3.57689e+07 2.75524e+06 3.95168e+06 2.65553e+06 1.94873e+06 1.90214e+06 1.87573e+06 1.84839e+06 6.50876e+06 2.92531e+06 888314 2.59597e+06 2.12411e+06 937975 1.28098e+06 844149 474232 336586 115803 12897.8 3496.17 threshold=2763.7525000000005 2632.2792750000003 2877.4750000000008 1295.575 654.14525000000003 122.50250000000001 2632.2792750000003 2773.7250000000004 0 988.99750000000006 1 83.03100000000002 2593.0505000000003 1874.1882800000003 228.94595500000003 2 1118.3050000000001 1926.0125000000005 1501.0951200000002 28.908000000000005 29.369 33.665000000000013 3 21.467250000000003 2724.2674800000009 54.263500000000001 987.12000000000012 193.67442750000004 543.59225000000015 970.01225000000011 573.35100000000011 2022.5000000000002 2593.0505000000003 4 5 6 2593.0505000000003 86.254000000000005 7 227.58775000000003 8.0432250000000014 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 9 1 2 2 9 2 2 2 left_child=5 3 -3 4 39 19 8 26 9 15 11 -11 13 17 -12 16 -7 -10 -5 28 21 40 23 37 27 -17 -8 -24 31 30 38 32 33 -1 35 -33 -36 -22 -30 -2 41 -21 right_child=1 2 -4 18 -6 6 7 -9 12 10 14 -13 -14 -15 -16 25 -18 -19 -20 20 22 -23 24 -25 -26 -27 -28 -29 29 -31 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2.33163e+06 1.45329e+06 1.19252e+06 996819 2.69741e+06 959688 918719 894192 873134 870246 808021 756345 675806 653270 1.8747e+06 743152 633809 571705 458820 651882 457085 391191 345564 281962 269847 260340 82628.9 38240.2 threshold=355.00374000000005 0 2779.5510000000008 2779.5510000000008 2692.2960000000003 1489.0961200000002 2692.2960000000003 972.56475000000012 124.98750000000001 185.38050000000001 860.12500000000011 131.57168150000004 1 2 2022.5000000000002 86.254000000000005 3 1517.5820000000001 184.19410000000002 1151.8115000000003 185.31647500000003 2763.7525000000005 54.436500000000009 4 37.300500000000007 1874.1882800000003 1888.9124200000003 576.41150000000016 1888.9124200000003 658.22750000000008 1444.3300000000002 187.42920000000001 8.7152500000000028 5 28.908000000000005 621.21800000000007 11.949000000000003 174.51736500000001 901.40207500000008 119.47500000000001 726.06900000000007 6 7 8 9 10 128.08380000000002 361.38350000000008 11 12 13 14 26.719375000000003 15 16 17 18 729.25800000000015 13.508217500000002 442.05400000000003 41.870000000000012 2690.3565000000003 9.1375000000000028 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 1 9 9 1 2 2 1 9 9 1 2 1 9 9 9 2 2 2 2 2 2 left_child=15 2 10 5 7 12 19 8 9 -5 37 -12 13 46 -15 32 17 22 -19 20 -7 25 26 24 -24 -14 27 -17 30 61 42 -25 38 34 51 41 40 47 44 58 -37 45 55 -44 53 -35 -3 59 49 -46 -50 52 -34 56 -55 -18 -1 -43 60 -2 -40 -30 -53 right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 11 -13 21 14 -16 16 28 18 -20 -21 -22 -23 23 31 -26 -27 -28 -29 29 -31 -32 -33 33 35 -36 36 -38 -39 39 -41 -42 57 43 -45 48 -47 -48 -49 50 -51 -52 62 -54 54 -56 -57 -58 -59 -60 -61 -62 -63 -64 leaf_value=0.14370232140990319 0.13760481664112637 -0.62597861928688847 42.760328934987385 2.0281907564051012 -23.831370075345038 2.8915118752419948 14.976748622894288 -4.9922944232691888 6.495707824707031 -3.9466887074046668 8.3797862704594941 -0.2573242994035993 0.19257118027976425 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leaf_weight=1394 21 190 24 51 32 64 20 23 20 27 24 35 2743 334 338 1171 341 25 23 20 35 23 120 395 304 39 21 30 29 22 28 20 38 4218 23 192 35 20 104 25 21 15732 3443 2430 9449 10839 52 21 48648 42689 202007 200 72 1924 6253 913 5507 24 27 35 32 32 21 leaf_count=1394 21 190 24 51 32 64 20 23 20 27 24 35 2743 334 338 1171 341 25 23 20 35 23 120 395 304 39 21 30 29 22 28 20 38 4218 23 192 35 20 104 25 21 15732 3443 2430 9449 10839 52 21 48648 42689 202007 200 72 1924 6253 913 5507 24 27 35 32 32 21 internal_value=0 0.599097 6.02953 0.339519 -4.90611 0.54843 3.95792 0.0989134 1.29379 -0.0400368 0.765146 3.25608 0.420998 1.09832 1.60639 -0.00782127 0.190223 0.601923 3.36 2.10601 1.34516 0.195682 0.540609 0.994773 1.60757 0.226719 0.228789 0.17284 0.0693349 -1.29466 0.0852545 0.322184 -0.0131181 0.0460062 1.01007 0.0346824 1.00044 -0.749956 -0.0189579 0.708991 1.31075 0.0269207 0.076503 0.12817 -0.0193884 0.0827458 -0.320277 -0.184867 -0.0230807 0.009125 -0.0297798 0.100014 0.68477 0.0547378 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118 66 156 59 3719 914 131 52 358821 3810 124 87 783 2805 2782 97 3686 1452 238 1214 173 2234 355011 44366 1128 1098 43238 53 310645 94 43185 41171 1070 2014 1184 55 2179 1426 74 310597 753 307858 715 307143 65 2739 1470 1269 51 74 50 internal_count=363012 4191 180 4011 153 130 3858 139 109 118 66 156 59 3719 914 131 52 358821 3810 124 87 783 2805 2782 97 3686 1452 238 1214 173 2234 355011 44366 1128 1098 43238 53 310645 94 43185 41171 1070 2014 1184 55 2179 1426 74 310597 753 307858 715 307143 65 2739 1470 1269 51 74 50 cat_boundaries=0 1 7 13 14 20 26 27 30 31 37 38 cat_threshold=1048576 8404992 1082132032 4432 327680 16384 2 65536 134217728 16 0 0 1024 3200 741656100 1073743424 0 2215641089 4096 8 9437184 0 0 0 4195969 1064 44 98816 262208 134742080 218 0 65540 0 4194336 2048 276824064 3157 is_linear=0 shrinkage=0.01 Tree=232 num_leaves=38 num_cat=5 split_feature=0 25 0 3 5 4 5 25 4 0 22 22 4 4 25 10 3 3 7 12 3 8 12 8 0 5 15 4 4 3 10 6 25 25 6 8 3 split_gain=1.34259e+07 1.12315e+08 2.66876e+08 8.13344e+07 7.59046e+07 1.29884e+07 4.08646e+07 1.13086e+07 1.53394e+07 2.39262e+07 7.6837e+06 8.05631e+06 5.78878e+06 5.00726e+06 4.6868e+06 5.20021e+06 4.53155e+06 4.68946e+06 3.91904e+06 4.2008e+06 3.22175e+06 2.55659e+06 2.47921e+06 2.19089e+06 2.70367e+06 2.18434e+06 1.97345e+06 1.72183e+06 2.65408e+06 1.68027e+06 2.56266e+06 1.52219e+06 1.05745e+06 803634 786774 521088 227336 threshold=635.67100000000016 0 2773.7250000000004 2692.2960000000003 2763.7525000000005 2632.2792750000003 575.25150000000008 1 4.5850000000000009 988.99750000000006 8.6540000000000017 357.55000000000007 1115.3337000000004 174.73500000000004 2 1797.2975000000001 642.60925000000009 40.449000000000005 2690.3565000000003 1092.2600000000002 476.54200000000009 55.204000000000015 1521.0400000000002 1926.0125000000005 32.114000000000004 88.136250000000032 2640.1488000000004 970.01225000000011 430.77850000000007 14.222000000000001 233.37189000000004 1913.0125000000005 3 4 6.3606000000000007 2877.4750000000008 11.946000000000003 decision_type=2 9 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 2 2 2 2 9 9 2 2 2 left_child=5 2 16 7 12 13 36 8 9 -3 18 -12 -5 23 15 20 17 -2 19 -9 25 -22 31 26 34 -15 29 28 -10 32 -31 33 -1 -16 35 -25 -7 right_child=1 3 -4 4 -6 6 -8 10 27 -11 11 -13 -14 14 22 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 30 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.13815000472783706 3.9287988281250001 -0.41837530226934527 39.640056713867189 -6.9050240884508405 -24.247259576416017 -1.2431665706634523 15.977487697402637 0.22022020843314136 -0.4387785662137545 13.40606973586544 6.7357379963523467 -0.33344640016555788 -0.011046289575511013 0.12979422221391462 0.16241140791450165 5.0995602466583252 6.3533258714347056 -1.3300794041951496 -2.9152986134980852 2.526192899324808 2.1523535879047548 0.65540375986869959 -2.9451585115705217 2.0353831257539636 4.7671194901466372 0.7258971276234536 2.6916325604474105 -1.7878201947893417 4.4066758671998985 0.046517416384981067 0.61061039752424406 2.4075732140408621 -0.02031492263012288 -0.14320434121934195 -1.0102571850731259 0.060238919691606004 0.11523789752613414 leaf_weight=4257 39 21 25 21 25 28 21 1639 26 31 38 28 29 1473 1887 25 29 30 38 83 196 273 28 34 20 1055 27 21 20 26102 831 27 322955 1565 21 22 22 leaf_count=4257 39 21 25 21 25 28 21 1639 26 31 38 28 29 1473 1887 25 29 30 38 83 196 273 28 34 20 1055 27 21 20 26102 831 27 322955 1565 21 22 22 internal_value=0 0.788381 9.68849 0.197503 -10.0201 -0.00548386 4.27118 0.592513 3.45724 7.82312 0.384779 3.73669 -2.90652 -0.00632544 0.268092 0.555832 3.0364 1.64233 0.261269 0.331368 0.519785 1.28099 0.0185066 -0.0113828 1.49129 0.378563 -0.0117944 0.584792 1.66794 -0.0120005 0.0639221 0.0424122 -0.0182497 0.023913 0.640427 1.25943 -0.645469 internal_weight=0 2143 123 2020 75 360869 71 1945 119 52 1826 66 50 360798 6529 3022 98 69 1760 1722 2997 469 3507 354269 97 2528 354172 67 46 354145 26933 3479 327212 3452 77 56 50 internal_count=363012 2143 123 2020 75 360869 71 1945 119 52 1826 66 50 360798 6529 3022 98 69 1760 1722 2997 469 3507 354269 97 2528 354172 67 46 354145 26933 3479 327212 3452 77 56 50 cat_boundaries=0 1 7 13 19 26 cat_threshold=1048576 8389120 0 16 0 0 8 136430624 1082426952 201326928 2147746305 4096 1098 0 65540 0 4194336 4196992 276825088 604766720 134217760 43586048 67174400 270550336 2147483777 1 is_linear=0 shrinkage=0.01 Tree=233 num_leaves=53 num_cat=13 split_feature=0 25 0 3 0 6 4 8 25 24 3 0 3 24 3 0 4 3 3 25 10 6 0 3 24 7 18 3 25 3 6 11 25 24 3 3 16 13 14 0 26 24 4 0 0 25 12 11 25 24 12 7 split_gain=1.31587e+07 1.1008e+08 2.61565e+08 7.97158e+07 6.51028e+07 1.30591e+07 1.27299e+07 2.35158e+07 1.11151e+07 1.69735e+07 1.53208e+07 1.32845e+07 5.70118e+06 5.13635e+06 7.82358e+06 1.42327e+07 4.90935e+06 4.44137e+06 4.59614e+06 4.37296e+06 1.04689e+07 3.44505e+06 4.76494e+06 2.95937e+06 2.78211e+06 3.75208e+06 2.67728e+06 2.38386e+06 3.64556e+06 3.75623e+06 6.76239e+06 2.20902e+06 2.10162e+06 2.0553e+06 1.95106e+06 1.7737e+06 1.54183e+06 5.26844e+06 1.50535e+06 2.65087e+06 2.20547e+06 1.49375e+06 1.43124e+06 1.30793e+06 1.13614e+06 2.80687e+06 3.81417e+07 1.08308e+06 882276 896829 754618 747935 threshold=635.67100000000016 0 2773.7250000000004 2692.2960000000003 2773.7250000000004 1913.0125000000005 2632.2792750000003 418.50114000000002 1 2 9.6251120000000014 1266.1895000000002 220.21350000000004 3 1278.9218000000003 1836.963 215.03750000000002 642.60925000000009 40.449000000000005 4 484.50915000000003 1913.0125000000005 153.94725000000003 1471.8415000000002 5 3.8440000000000003 1050.0050000000003 203.00200000000004 6 602.3524450000001 198.55450000000002 67.329000000000022 7 8 117.32300000000002 870.71080000000018 384.53275000000002 5.9040000000000008 57.133000000000003 172.16250000000002 2022.5000000000002 9 451.28900000000004 2773.7250000000004 4.4014000000000015 10 74.240000000000009 531.428 11 12 679.73250000000019 2690.3565000000003 decision_type=2 9 2 2 2 2 2 2 9 1 2 2 2 1 2 2 2 2 2 9 2 2 2 2 1 2 2 2 9 2 2 2 9 1 2 2 2 2 2 2 2 1 2 2 2 9 2 2 9 1 2 2 left_child=6 2 17 8 5 -5 16 34 9 10 11 -3 -12 23 26 -16 27 18 -2 20 38 32 -23 43 25 -11 -15 44 29 41 -31 -22 33 -21 -8 -34 50 -38 40 -40 -18 -29 -26 -10 48 46 -46 -47 49 -1 -30 -50 right_child=1 3 -4 4 -6 -7 7 -9 13 24 12 -13 -14 14 15 -17 19 -19 -20 21 31 22 -24 -25 42 -27 -28 28 36 30 -32 -33 35 -35 -36 -37 37 -39 39 -41 -42 -43 -44 -45 45 47 -48 -49 51 -51 -52 -53 leaf_value=-0.058304038030491022 3.8895108775603466 5.2601585144042975 39.243656292724609 2.150788666651799 -21.653978737140523 -8.5973690509796139 -1.0119322586059571 13.418580434799194 -0.23298731810276185 3.3093957604302302 -1.6682059658425195 16.194531823158265 4.4415524271556306 0.32681876704031149 7.1795098290106525 -2.0769317597609298 1.4197568125378939 6.2897924840861359 -1.3167786178588867 -0.09933958425762876 8.3634510741233825 -0.15472928016082102 6.4336909920828678 -3.5310747743421986 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cat_threshold=1048576 8389120 134218752 16 0 2113536 2147484682 2098 721 16384 1074004480 201326608 262145 4096 1034 332 3145728 134479936 524609 0 0 1024 740394528 142640168 1052992 2214658048 270550272 65 168 309 8390656 0 0 4194304 4194944 32 0 65540 0 4194336 4196352 276825088 936 is_linear=0 shrinkage=0.01 Tree=234 num_leaves=58 num_cat=10 split_feature=1 25 1 1 3 7 3 13 11 5 3 1 25 0 6 8 25 1 16 24 14 13 5 6 25 3 0 13 5 0 25 9 0 0 26 10 5 0 24 17 7 7 3 24 1 3 1 25 15 5 14 3 24 26 5 6 9 split_gain=1.42504e+07 5.41175e+07 3.44388e+08 4.12671e+07 1.37892e+08 1.6164e+07 2.84354e+07 7.0715e+06 6.62175e+06 5.90996e+06 5.75284e+06 1.0456e+07 5.3725e+06 8.48974e+06 1.39852e+07 3.98264e+06 4.7965e+06 5.00674e+06 6.98321e+06 3.31141e+06 3.2885e+06 4.21919e+06 2.94713e+06 3.03352e+06 2.16307e+06 2.79574e+06 4.81412e+06 3.24283e+06 1.92155e+06 1.74336e+06 3.07746e+06 2.47327e+07 1.19849e+07 5.78238e+06 2.57482e+06 1.74797e+06 1.48952e+06 1.81213e+06 1.47697e+06 1.47147e+06 1.25219e+06 1.1665e+06 1.07656e+06 1.05321e+06 1.18622e+06 949966 839072 807585 717470 601818 2.70201e+06 872731 508105 390482 291130 237118 106820 threshold=355.00374000000005 0 2779.5510000000008 2779.5510000000008 2692.2960000000003 1489.0961200000002 2692.2960000000003 972.56475000000012 124.98750000000001 42.360942999999999 131.57168150000004 860.12500000000011 1 803.13700000000006 19.016000000000002 217.11700000000005 2 150.14700000000002 31.335625000000004 3 1151.8115000000003 185.31647500000003 2763.7525000000005 1913.0125000000005 4 1107.1660000000004 166.73750000000004 1099.5287500000002 1121.68056 3.1710000000000007 5 383.33200000000005 1501.0951200000002 2773.7250000000004 2022.5000000000002 1797.2975000000001 209.25250000000003 1114.9175000000002 6 106.22200000000001 815.13625000000013 1113.0755000000001 745.12500000000011 7 39.700200000000009 689.90820000000008 584.17800000000011 8 416.10160000000002 435.02500000000003 96.188500000000019 2692.2960000000003 9 2022.5000000000002 25.669000000000004 160.29750000000004 37.368750000000013 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 1 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 9 2 2 2 2 1 2 2 2 2 left_child=15 2 10 5 7 12 20 8 9 -5 11 46 13 19 -15 29 17 18 55 -3 21 -7 23 -14 25 27 -27 42 43 35 31 32 38 36 -35 47 37 -32 -31 45 -38 -30 -18 48 -45 -12 -2 52 -26 51 -51 -49 54 -54 -1 56 -17 right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 39 -13 22 14 -16 16 24 -19 -20 -21 -22 -23 -24 -25 28 26 -28 -29 41 30 33 -33 -34 34 -36 -37 40 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 49 -50 50 -52 -53 53 -55 -56 -57 -58 leaf_value=0.3319299118831408 1.2258902665138245 -0.28517711625145931 41.381549994150802 2.1501333713531494 -23.223411990404131 2.8057985082268715 14.913213691711427 -4.8710258364677435 6.423666999816894 -3.507807977040609 -0.72070427234356216 8.1778090318044026 0.1780572332647696 8.0311529998345801 1.1131000319842634 0.1614276694059372 0.44743014577257695 6.8003022897811158 6.7471867537498476 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32 64 20 23 20 30 39 24 2743 44 87 40 1322 21 20 538 20 35 23 39 700 20 25 35 35 307 41490 30 28 29 24 48 1387 266 763 20 42 20 50 1080 346 28 20 307118 53 657 58 25 733 746 52 21 22 internal_value=0 0.578958 5.79457 0.329631 -4.76299 0.532447 3.88055 0.119107 1.29026 -0.0259979 0.691097 2.84742 0.40731 1.06879 3.43672 -0.00755234 0.31404 2.17476 1.44283 0.686271 2.02632 1.27914 0.187291 0.217432 0.244879 0.544356 3.00172 0.469632 0.0486741 -0.0110037 0.0476344 0.560967 0.32118 0.0341049 -3.26691 -0.0193783 0.0381641 0.0272995 0.152174 -1.01909 0.355632 -1.79711 0.392953 0.0954868 0.25428 -1.72964 0.00454562 -0.0196732 -0.205873 -0.0211957 0.268588 -0.021871 0.150974 0.0245361 0.298027 0.164666 -0.146403 internal_weight=0 4191 180 4011 153 3858 139 121 98 78 156 69 3719 914 131 358821 3810 124 103 783 119 99 2805 2782 3686 1452 45 1407 2234 355011 44366 1128 1098 43238 53 310645 43185 41756 1070 87 1429 55 1372 2179 1426 67 45 310597 753 307858 715 307143 2739 1479 1260 83 62 internal_count=363012 4191 180 4011 153 3858 139 121 98 78 156 69 3719 914 131 358821 3810 124 103 783 119 99 2805 2782 3686 1452 45 1407 2234 355011 44366 1128 1098 43238 53 310645 43185 41756 1070 87 1429 55 1372 2179 1426 67 45 310597 753 307858 715 307143 2739 1479 1260 83 62 cat_boundaries=0 1 7 13 14 20 26 27 28 34 35 cat_threshold=1048576 8404992 1082132032 4432 327680 16384 2 65536 134217728 16 0 0 1024 3200 741656100 1073743424 0 2215641089 4096 8 9437184 0 0 0 4195969 1064 44 218 0 65540 0 4194336 2048 276824064 2133 is_linear=0 shrinkage=0.01 Tree=235 num_leaves=41 num_cat=2 split_feature=3 2 12 9 7 0 1 3 0 0 1 24 0 26 0 6 0 16 13 13 13 3 2 2 19 16 1 1 2 9 20 13 1 1 9 24 2 7 9 26 split_gain=4.51127e+07 6.06806e+07 1.16249e+08 1.21964e+07 1.78136e+07 8.25396e+06 7.3559e+06 1.65463e+07 2.55773e+07 1.23508e+07 4.87122e+06 4.4568e+06 1.11305e+07 7.88476e+06 1.18624e+07 5.61182e+06 4.38646e+06 6.41845e+06 4.08694e+06 4.02479e+06 3.92132e+06 3.89989e+06 3.29425e+06 2.45652e+06 3.46884e+06 5.03186e+06 3.15071e+06 4.10833e+06 7.8148e+06 1.98843e+06 1.52609e+06 1.72665e+06 1.27329e+06 1.20645e+06 887793 6.54007e+06 1.8313e+07 1.28413e+06 751915 737333 threshold=2692.2960000000003 2593.0505000000003 85.539750000000012 323.04725000000008 111.36450000000001 286.09000000000009 1891.4572200000002 7.2660000000000009 1501.0951200000002 2773.7250000000004 629.11000000000013 0 2773.7250000000004 2022.5000000000002 1114.9175000000002 1913.0125000000005 2773.7250000000004 23.694500000000001 1532.2495000000001 267.20500000000004 29.390000000000004 1471.8415000000002 215.24100000000001 68.787000000000006 216.76770000000005 1159.9970000000001 1891.4572200000002 1256.4300000000001 403.46250000000003 592.5680000000001 727.04400000000021 397.80214000000007 2779.5510000000008 2.1027390000000006 244.55450000000005 1 27.046500000000005 2690.3565000000003 2724.2674800000009 2022.5000000000002 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 1 2 2 2 2 left_child=5 3 -3 4 10 23 11 8 -8 18 -2 12 13 14 -7 16 22 -18 21 -5 -17 -9 -13 32 26 30 27 33 -29 -15 31 -26 34 -25 37 36 -36 39 -37 -1 right_child=1 2 -4 19 -6 6 7 9 -10 -11 -12 15 -14 29 -16 20 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 -32 -33 -34 -35 35 38 -38 -39 -40 -41 leaf_value=-0.00018511710326858061 -1.4551713449614387 0.62736493145978012 31.594356224753643 -6.1179603020399806 11.636518943423317 1.1106500379006747 0.56667882601420083 2.129029229653848 15.678547381446474 -6.0466790015801148 4.5497976615212181 -0.021180519518330582 7.9964291954040529 -0.41708760235468545 6.0290631408022159 5.8292791879588162 -3.8717996496265217 2.5658051562309265 5.6437519709269202 -0.099395676803588864 0.91807310181695057 -2.6664776789058342 0.57274373261685629 -0.0021416053285676037 0.66466845610724068 6.0090315234661107 -2.8957395888737274 6.2413060372875577 -0.75085178519740259 1.3972876846790314 -1.3107743208408358 2.648365170435472 1.9510220232876865 0.19290162194145047 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internal_count=362576 172 49 123 78 362404 5359 188 45 143 57 5171 877 855 408 4294 4228 80 120 45 66 96 4148 357045 13107 322 12785 12750 64 447 302 272 343938 12686 343905 2028 342 341877 1686 341851 cat_boundaries=0 1 2 cat_threshold=6 272 is_linear=0 shrinkage=0.01 Tree=236 num_leaves=45 num_cat=5 split_feature=3 2 8 9 5 0 25 0 14 25 0 6 9 0 1 9 26 0 11 0 2 4 25 5 3 17 2 2 8 0 2 2 0 18 13 1 25 9 2 3 2 6 25 26 split_gain=4.42149e+07 5.9473e+07 4.81011e+07 1.19537e+07 1.21619e+07 8.08971e+06 1.23841e+07 3.39723e+07 6.05513e+06 4.9578e+06 5.32914e+06 3.98776e+06 9.46349e+06 5.20063e+06 3.66066e+06 4.38422e+06 3.58279e+06 6.07291e+06 3.78026e+06 3.36292e+06 2.71565e+06 2.65217e+06 5.5397e+06 1.11628e+07 1.67762e+07 4.64652e+06 2.53758e+06 2.29592e+06 1.74413e+06 1.73103e+06 4.26462e+06 1.53368e+06 2.28952e+06 1.44949e+06 2.73753e+06 1.34103e+06 3.18451e+06 3.55308e+07 2.24215e+06 1.24043e+06 1.23995e+06 987277 690587 567104 threshold=2692.2960000000003 2593.0505000000003 274.88700000000011 323.04725000000008 575.25150000000008 286.09000000000009 0 1836.963 220.00804550000001 1 2773.7250000000004 1913.0125000000005 1889.5600000000002 688.40820000000008 959.97700000000009 887.33690000000013 2022.5000000000002 1266.1895000000002 233.45214000000001 803.13700000000006 221.80500000000004 308.63840000000005 2 575.25150000000008 214.42080000000001 198.29075000000003 1800.6974500000001 308.78840000000008 7.7340000000000009 39.101500000000009 1092.7150000000004 1092.7150000000004 803.13700000000006 2044.7545000000002 20.155000000000005 19.428000000000004 3 208.14950000000005 2593.0505000000003 1107.1660000000004 68.787000000000006 738.75250000000005 4 2022.5000000000002 decision_type=2 2 2 2 2 2 9 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 2 9 2 2 2 2 2 9 2 left_child=5 3 -3 4 20 21 7 14 -5 11 31 16 13 -13 15 27 17 -8 -18 -16 -2 33 23 25 -25 28 29 -7 -23 41 -31 39 -33 35 -35 38 37 -37 42 -11 -38 -24 -1 -12 right_child=1 2 -4 8 -6 6 9 -9 -10 10 43 12 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internal_count=362576 172 49 123 78 362404 5359 289 45 5070 2121 2949 84 61 254 208 2865 1442 1423 46 52 357045 2918 399 55 344 2519 187 323 2490 802 2078 52 354127 56 354071 26243 595 327828 2026 25648 1688 327800 43 cat_boundaries=0 6 12 18 24 31 cat_threshold=1048576 134217728 67108864 65536 0 8 203802272 8390144 34078992 1111490560 2113536 1635 1049600 1074004480 16 327681 20480 1032 8388608 0 64 262144 1664 32 3222274048 135364612 2155872261 38806832 272762880 1889550848 1 is_linear=0 shrinkage=0.01 Tree=237 num_leaves=44 num_cat=9 split_feature=3 4 11 8 0 25 0 0 25 0 24 16 26 24 5 1 4 4 25 5 3 18 2 7 20 1 0 2 24 2 25 18 13 1 25 9 2 2 8 2 6 24 26 split_gain=4.33351e+07 5.86167e+07 2.66511e+07 1.17876e+07 7.92872e+06 1.21377e+07 3.32963e+07 7.20209e+06 4.85914e+06 5.22309e+06 4.74105e+06 7.28981e+06 5.00857e+06 4.00538e+06 3.75489e+06 4.21043e+06 2.61448e+06 2.59939e+06 5.42946e+06 1.09407e+07 1.64424e+07 3.53487e+06 2.48708e+06 2.03986e+06 1.93698e+06 1.75068e+06 1.69658e+06 4.17975e+06 1.5941e+06 2.25288e+06 1.66857e+06 1.42065e+06 2.68306e+06 1.31434e+06 3.12114e+06 3.48237e+07 2.19753e+06 1.21528e+06 1.1197e+06 1.0039e+06 967630 673481 555819 threshold=2692.2960000000003 2632.2792750000003 912.26085000000012 1548.5050000000003 286.09000000000009 0 1836.963 531.67662500000017 1 2773.7250000000004 2 1907.6205000000002 2022.5000000000002 3 274.07025000000004 59.993680500000004 1876.5445000000002 308.63840000000005 4 575.25150000000008 214.42080000000001 85.415200000000013 1800.6974500000001 111.36450000000001 431.47750000000002 1097.7209 39.101500000000009 1092.7150000000004 5 1092.7150000000004 6 2044.7545000000002 20.155000000000005 19.428000000000004 7 208.14950000000005 2593.0505000000003 68.787000000000006 6.4775000000000009 520.5395000000002 738.75250000000005 8 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 9 2 1 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 9 2 2 2 2 2 2 1 2 left_child=4 3 -3 7 17 6 13 23 10 28 16 12 -12 14 15 -6 24 31 19 21 -21 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53.252400000000002 608.55210000000022 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 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=5 3 -3 4 12 22 13 8 -8 11 -5 23 -2 14 15 16 -7 18 21 -20 -19 -15 30 -9 26 28 29 -17 38 39 33 -32 42 34 40 37 -37 -35 -26 -24 -1 -30 -28 right_child=1 2 -4 10 -6 6 7 9 -10 -11 -12 -13 -14 17 -16 27 -18 20 19 -21 -22 -23 24 -25 25 -27 32 -29 41 -31 31 -33 -34 35 -36 36 -38 -39 -40 -41 -42 -43 -44 leaf_value=0.0036801360592341142 -1.4570275875500269 25.218945803070071 2.5991720946629839 -6.7971424205303199 11.404489451817103 1.0889722894671297 0.53205388228098549 1.749963436628643 15.47397117433094 -6.0014690370145045 0.50318496580123895 6.3605444578690964 4.3888831051913177 -0.02505582732462551 7.9244098403237082 -0.41569194616953531 5.9432556224287598 5.5524347877502445 -3.8477266360945626 2.5292636561393738 0.46870412884336532 0.55707805800962618 0.082809928147281442 -2.0074914620139381 0.4814530834898485 4.6950635394343623 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2.29165e+06 3.36801e+06 4.97305e+06 3.13494e+06 3.94653e+06 7.64753e+06 1.89035e+06 1.3532e+06 5.35372e+06 1.23565e+06 1.17311e+06 1.12172e+06 840902 6.38608e+06 1.79071e+07 1.25242e+06 732119 723216 threshold=2692.2960000000003 2593.0505000000003 85.539750000000012 323.04725000000008 111.36450000000001 286.09000000000009 1891.4572200000002 7.2660000000000009 1501.0951200000002 2773.7250000000004 220.00804550000001 629.11000000000013 0 2773.7250000000004 2022.5000000000002 677.74500000000012 1913.0125000000005 2773.7250000000004 23.694500000000001 246.95900000000003 1532.2495000000001 1471.8415000000002 215.24100000000001 68.787000000000006 216.76770000000005 974.18930000000012 1891.4572200000002 1256.4300000000001 403.46250000000003 592.5680000000001 397.80214000000007 131.25510000000006 2779.5510000000008 610.53250000000014 2.1027390000000006 244.55450000000005 1 27.046500000000005 2690.3565000000003 2724.2674800000009 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 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4148 357045 13107 322 12785 12750 64 447 302 68 343938 234 12686 343905 2028 342 341877 1686 341851 internal_count=362576 172 49 123 78 362404 5359 188 45 143 45 57 5171 877 855 408 4294 4228 80 66 120 96 4148 357045 13107 322 12785 12750 64 447 302 68 343938 234 12686 343905 2028 342 341877 1686 341851 cat_boundaries=0 1 2 cat_threshold=6 272 is_linear=0 shrinkage=0.01 Tree=240 num_leaves=52 num_cat=12 split_feature=5 7 13 6 7 0 25 0 0 2 6 0 25 26 9 9 7 2 6 6 25 3 2 2 9 15 24 0 9 0 11 25 24 25 26 2 9 2 24 0 9 7 14 24 25 6 25 2 25 3 2 split_gain=3.9569e+07 8.21156e+07 3.7154e+07 2.02155e+07 2.71638e+07 8.76013e+06 2.01449e+07 6.37558e+07 9.08396e+06 1.3631e+07 7.20496e+06 5.17625e+06 3.60864e+06 3.94429e+06 3.01939e+06 2.942e+06 2.68841e+06 2.68337e+06 2.66996e+06 2.43275e+06 3.37022e+06 6.55173e+06 6.15505e+06 1.39689e+07 2.20398e+06 2.33552e+06 1.92965e+06 1.89916e+06 1.29362e+06 1.05305e+06 1.02647e+06 986453 1.21722e+06 3.78383e+06 3.99014e+06 1.09863e+06 972638 732151 906043 1.22658e+06 704842 546983 551859 501205 897441 500976 407721 315130 283286 132251 104327 threshold=2763.7525000000005 2690.3565000000003 102.06874750000001 1520.8892800000003 572.8955000000002 286.09000000000009 0 1836.963 2773.7250000000004 1800.6974500000001 1913.0125000000005 635.67100000000016 1 2022.5000000000002 732.3900000000001 336.52839300000005 815.13625000000013 274.40500000000003 14.706000000000001 134.54700000000005 2 92.246000000000009 168.95750000000001 299.06050000000005 1532.4010000000001 1425.0630000000003 3 497.87850000000003 268.34110000000004 448.50050000000005 472.50000000000006 4 5 6 2022.5000000000002 2593.0505000000003 1103.8800000000003 36.736650000000004 7 37.203250000000004 1279.0000000000002 28.908000000000005 17.427500000000006 8 9 415.75000000000006 10 228.94595500000003 11 17.427500000000002 122.75355000000002 decision_type=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 1 2 2 2 2 9 1 9 2 2 2 2 1 2 2 2 2 1 9 2 9 2 9 2 2 left_child=5 3 -3 4 29 19 7 14 10 15 12 -12 13 -8 18 17 -13 -10 27 31 21 41 28 -24 25 36 -14 -7 -23 49 -26 32 33 34 -1 40 -22 43 46 -40 -34 50 -43 44 -33 -20 -39 -35 -45 -2 -21 right_child=1 2 -4 -5 -6 6 8 -9 9 -11 11 16 26 -15 -16 -17 -18 -19 45 20 24 22 23 -25 30 -27 -28 -29 -30 -31 -32 37 35 47 -36 -37 -38 38 39 -41 -42 42 -44 48 -46 -47 -48 -49 -50 -51 -52 leaf_value=1.7952432430358161 -0.30192251454228941 26.916925628662113 7.8724156588599792 -5.2312227369609632 12.564645150105159 -0.66165765347688099 1.088641259411447 16.882061806955647 -0.77055581128010986 -8.4921519231796267 6.9592498617905836 4.584539979636669 -0.30454876371754541 0.19190327736407914 4.4903690265473868 -3.7146410314242049 0.075059390923915767 3.4503256559371951 -2.4795285672726841 0.033109191467730101 0.091660825850973557 0.45499408053957729 9.9406002233768334 1.6139114602587441 -0.55875738220214843 2.9477419685495314 0.25065212952518046 2.8842533172260629 2.9135606149526745 1.9583673951625824 -3.4243738105773924 0.03823148209638208 0.021231147789406896 0.028095109683459431 0.091201401939687801 2.3123725291660855 1.618997920808338 -0.23951141885122704 0.030023688360904171 0.25893125788465854 1.0407740580334381 0.98308943641094759 -0.21049596179615368 0.0058603926144275452 -0.019471689388974943 -0.45345142841339114 -0.013489455076598874 1.2601700755528042 -0.037010339567327043 -1.4137948484420775 -0.44447788556416834 leaf_weight=294 23 20 21 38 24 23 979 31 61 28 26 20 890 983 21 24 39 20 23 299 5737 121 29 66 25 29 2051 44 26 20 25 34602 24016 1812 258 21 42 1139 8042 3302 68 131 55 17389 121799 26 2632 21 135934 20 54 leaf_count=294 23 20 21 38 24 23 979 31 61 28 26 20 890 983 21 24 39 20 23 299 5737 121 29 66 25 29 2051 44 26 20 25 34602 24016 1812 258 21 42 1139 8042 3302 68 131 55 17389 121799 26 2632 21 135934 20 54 internal_value=0 4.88176 17.1624 0.853698 3.51148 -0.00164586 0.402356 3.71074 0.286016 -2.2927 0.355349 3.24187 0.305307 0.636116 1.00123 -0.639512 1.6037 0.271637 0.36957 -0.00761501 0.182026 0.794826 2.17191 4.15574 0.0988007 0.116966 0.0821756 1.667 0.889843 0.0626545 -1.99157 -0.0111986 0.0474688 0.262507 0.981017 0.0260925 0.102761 -0.0159838 0.0519751 0.0965687 0.0241098 0.19129 0.630148 -0.0193008 -0.00670387 -1.40447 -0.0822105 0.0419815 -0.0321481 -0.819072 -0.0399495 internal_weight=0 166 41 125 87 363257 5289 168 5121 133 4988 85 4903 1962 137 105 59 81 116 357968 6639 781 242 95 5858 5808 2941 67 147 63 50 351329 26490 2385 552 24105 5779 324839 15115 11344 24084 539 186 309724 156401 49 3771 1833 153323 43 353 internal_count=363423 166 41 125 87 363257 5289 168 5121 133 4988 85 4903 1962 137 105 59 81 116 357968 6639 781 242 95 5858 5808 2941 67 147 63 50 351329 26490 2385 552 24105 5779 324839 15115 11344 24084 539 186 309724 156401 49 3771 1833 153323 43 353 cat_boundaries=0 1 7 13 14 20 21 25 26 27 34 41 48 cat_threshold=1048576 67158528 142607360 67109120 4194304 6307840 3 3145856 134218304 16 67108864 20480 1024 417 2148532224 1074003972 2147483712 3260047649 4329104 278942760 1 1048576 0 0 1073758208 2177 1079 539001092 18972784 9442069 493056 40961 513 2 545292288 134251072 5396 69206528 270549056 64 2 1678262660 48 268504236 77595216 285224992 1048577 1 is_linear=0 shrinkage=0.01 Tree=241 num_leaves=38 num_cat=3 split_feature=5 7 13 6 7 2 8 6 7 3 5 1 26 24 2 1 8 6 24 3 9 3 3 1 8 1 1 9 26 24 1 1 19 6 7 3 11 split_gain=3.87815e+07 8.04815e+07 3.64146e+07 1.98132e+07 2.66233e+07 7.31277e+06 4.08584e+06 6.26472e+06 1.0889e+07 5.66176e+06 3.64473e+06 5.10639e+06 8.7982e+06 2.80083e+06 7.97859e+06 4.68788e+06 3.07871e+06 2.40754e+06 2.36956e+06 3.16016e+06 8.03442e+06 2.69483e+06 2.28674e+06 1.91457e+06 1.62265e+06 1.51401e+06 1.25866e+06 1.23717e+06 1.0712e+06 2.42005e+06 6.3187e+06 1.26123e+06 1.04682e+06 2.39362e+06 975085 916355 808520 threshold=2763.7525000000005 2690.3565000000003 102.06874750000001 1520.8892800000003 572.8955000000002 621.21800000000007 2877.4750000000008 1913.0125000000005 1888.9124200000003 1471.8415000000002 209.25250000000003 2779.5510000000008 2022.5000000000002 0 2593.0505000000003 2779.5510000000008 818.62500000000011 78.03100000000002 1 1278.9218000000003 502.38034000000005 1278.9218000000003 227.56379000000001 1097.7209 333.97200000000004 1461.4925000000003 584.17800000000011 1279.0000000000002 2022.5000000000002 2 138.62250000000003 1256.4300000000001 762.32868000000008 60.83700000000001 710.08000000000004 32.805900000000001 33.841500000000011 decision_type=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 2 2 2 1 2 2 2 2 2 2 2 left_child=5 3 -3 4 26 10 7 13 9 -9 11 28 -13 14 22 16 -15 25 21 24 -21 23 -7 -19 -20 27 -2 34 29 30 -1 -31 36 -34 -12 -16 -30 right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 17 12 -14 15 35 -17 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 32 31 -32 -33 33 -35 -36 -37 -38 leaf_value=0.059395701509666339 -0.97335947583179649 26.647757263183593 7.7936920166015629 -5.178910557596307 12.438999135494232 0.33526967670844526 -2.9372944501042366 3.2761541155764933 -2.3564148283004762 9.6506865960901447 0.051356911917694127 8.1272185153052927 -0.1052315787006827 0.20398267848015469 6.2601315583123096 -3.9443703497373139 2.1478644291108306 0.006558109499288328 0.41872641526110727 6.4321837075551356 -0.16147108815965197 -3.1088711413630734 1.6559276686404563 3.017402953668074 1.1724752479149285 -2.420650784174601 1.9916134799610483 2.3623672095934549 -0.032943181132013485 -0.012468936036517969 1.2425272488734571 -1.1248752579268289 0.060724302866986692 2.7339893760151335 1.1382005800920376 3.4360067529678346 0.054612582379049604 leaf_weight=44751 41 20 21 38 24 392 32 38 24 22 2862 21 34 1099 27 26 88 528 1005 33 42 27 197 22 399 24 22 24 165864 133574 456 102 131 45 85 20 11263 leaf_count=44751 41 20 21 38 24 392 32 38 24 22 2862 21 34 1099 27 26 88 528 1005 33 42 27 197 22 399 24 22 24 165864 133574 456 102 131 45 85 20 11263 internal_value=0 4.83294 16.9908 0.845161 3.47636 -0.00162948 0.60676 0.665431 3.33637 5.61348 -0.0049384 -0.00872039 3.03807 0.54409 1.07645 0.253995 0.348095 0.261801 0.525303 0.734801 2.73974 -0.0240102 0.776984 0.126992 0.632933 0.0809121 0.0620279 0.10112 -0.00919086 0.00807425 0.0713141 -0.0133167 -0.0266098 0.74423 0.0827046 5.05838 -0.0273758 internal_weight=0 166 41 125 87 363257 1965 1933 84 60 361292 356241 55 1849 636 1213 1187 5051 2056 1479 75 577 589 550 1404 2995 63 2971 356186 178883 45207 133676 177303 176 2947 47 177127 internal_count=363423 166 41 125 87 363257 1965 1933 84 60 361292 356241 55 1849 636 1213 1187 5051 2056 1479 75 577 589 550 1404 2995 63 2971 356186 178883 45207 133676 177303 176 2947 47 177127 cat_boundaries=0 1 2 3 cat_threshold=3096 232 7 is_linear=0 shrinkage=0.01 Tree=242 num_leaves=44 num_cat=9 split_feature=5 7 13 7 10 0 25 0 0 16 3 10 4 24 26 3 9 4 25 10 8 5 8 3 4 26 25 0 3 8 0 24 25 24 26 8 7 25 25 5 3 5 7 split_gain=3.80098e+07 7.88799e+07 3.56899e+07 1.27309e+07 1.6167e+07 8.48192e+06 1.97168e+07 6.23959e+07 8.92447e+06 1.11618e+07 1.36603e+07 7.73507e+06 4.04985e+06 4.16728e+06 3.24122e+06 3.14305e+06 2.95537e+06 2.79672e+06 4.18104e+06 7.7413e+06 3.94369e+06 2.29449e+06 1.93832e+06 2.29061e+06 6.33698e+06 1.82743e+06 1.61465e+06 1.61069e+06 1.41049e+06 1.27508e+06 4.82946e+06 1.07648e+06 886811 1.00165e+06 956215 765131 648263 921006 601200 600765 447483 206107 106399 threshold=2763.7525000000005 2690.3565000000003 102.06874750000001 572.8955000000002 741.05500000000018 286.09000000000009 0 1836.963 2773.7250000000004 52.521000000000008 1854.9329420000001 2855.9890500000006 480.16275000000002 1 2022.5000000000002 1107.1660000000004 732.3900000000001 170.96700000000001 2 375.75300000000004 10.576334500000002 139.80500000000004 1926.0125000000005 1854.9329420000001 784.4625000000002 2022.5000000000002 3 5.5660000000000016 292.91330000000005 1128.2175000000002 153.94725000000003 4 5 6 2022.5000000000002 1926.0125000000005 75.853500000000011 7 8 992.2919965000001 32.256600000000013 3.8440000000000003 223.09800000000004 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 1 9 1 2 2 2 9 9 2 2 2 2 left_child=5 3 -3 15 -5 17 7 16 11 10 28 12 14 -14 -8 40 21 29 19 20 41 25 23 26 -25 -7 -20 -22 -10 32 31 35 33 34 -1 -31 39 -38 -35 -34 -2 -19 -33 right_child=1 2 -4 4 -6 6 8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 18 22 -21 27 -23 -24 24 -26 -27 -28 -29 -30 30 -32 42 36 38 -36 -37 37 -39 -40 -41 -42 -43 -44 leaf_value=0.19002754974210395 -0.8729602383029077 26.381278900146487 7.7157549176897318 11.210939438559793 -0.65704539934794115 2.274154465658623 0.46163567845409587 16.698919835244457 -1.1801716448863346 4.6108128023147588 -10.771293338593983 6.0129761966069548 1.9607448149413516 0.44274801350774007 -0.099841812755950332 -4.2904751586914065 4.4403146907261446 0.42878895335727263 0.45374621811943988 7.4536958255767818 4.5193828541891916 -1.6515355366154723 -2.427873347709919 6.4083723618569115 -1.1895313926365065 -1.1766515631902785 0.049036793311202732 1.4399553813356343 -4.182080870628357 0.48677168554729888 5.4255328903198246 -0.28431895769966975 -0.01833198951603502 0.4652212858318337 0.01793792763441672 2.3451893031597137 0.50326215392102802 0.048501598812208779 -0.028207057464181229 0.62549137891572093 1.0456087560057639 -0.30026245380270072 -1.0748136529468355 leaf_weight=6698 31 20 21 22 24 57 2148 31 72 20 21 24 268 576 1972 28 21 117 1287 20 35 38 29 21 23 21 4144 33 20 72 20 90 319567 242 6234 32 470 6282 12328 145 20 58 21 leaf_count=6698 31 20 21 22 24 57 2148 31 72 20 21 24 268 576 1972 28 21 117 1287 20 35 38 29 21 23 21 4144 33 20 72 20 90 319567 242 6234 32 470 6282 12328 145 20 58 21 internal_value=0 4.78461 16.8209 0.836709 5.01895 -0.00161319 0.395922 3.66894 0.280834 -2.27515 -3.4939 0.34955 0.322168 0.953243 0.19289 -1.59852 0.98836 -0.0074868 0.210948 1.4195 0.981276 0.363438 0.150347 0.164278 2.43674 1.34509 0.145868 3.02495 -1.83276 -0.0110635 0.725296 0.288064 -0.0115551 0.0452276 0.106987 0.965734 -0.0159917 0.0809742 -0.0183452 -0.01804 -0.12058 0.18716 -0.398015 internal_weight=0 166 41 125 46 363257 5289 168 5121 133 113 4988 4964 844 4120 79 137 357968 5767 263 243 116 5504 5475 44 78 5431 68 92 352201 235 215 351966 25502 12932 104 326464 6752 12570 319712 51 175 111 internal_count=363423 166 41 125 46 363257 5289 168 5121 133 113 4988 4964 844 4120 79 137 357968 5767 263 243 116 5504 5475 44 78 5431 68 92 352201 235 215 351966 25502 12932 104 326464 6752 12570 319712 51 175 111 cat_boundaries=0 1 2 8 14 15 21 22 27 33 cat_threshold=1048576 1360 0 1074004480 16 262656 0 1024 135545888 134317064 202899520 1 4214784 8 1303 2148532356 1081348 2147483712 1179672864 134785 279991328 3095 2097152 134217792 4 0 4194368 0 0 0 0 2176 4096 is_linear=0 shrinkage=0.01 Tree=243 num_leaves=35 num_cat=2 split_feature=5 7 6 7 4 20 8 2 24 2 11 1 26 4 6 2 5 8 2 6 6 4 19 12 1 9 10 24 1 1 1 8 2 3 split_gain=3.72534e+07 7.73102e+07 1.94351e+07 2.57977e+07 8.08766e+06 5.80175e+06 6.19113e+06 4.04564e+06 3.63802e+06 3.71116e+06 3.43986e+06 3.06925e+06 1.35638e+07 2.68224e+06 2.66114e+06 3.89259e+06 2.64409e+06 3.63418e+06 5.00087e+06 2.68392e+06 2.60828e+06 2.05974e+06 2.0418e+06 2.4669e+06 1.82488e+06 1.52663e+06 1.77945e+06 1.18316e+06 2.45645e+06 1.23288e+06 1.14475e+06 1.11271e+06 991502 393152 threshold=2763.7525000000005 2690.3565000000003 1520.8892800000003 572.8955000000002 480.16275000000002 1756.0800000000002 2877.4750000000008 156.06525000000002 0 241.74800000000005 2995.7383125000001 2779.5510000000008 2022.5000000000002 2632.2792750000003 287.23380000000003 2593.0505000000003 228.71120000000002 1128.2175000000002 204.32750000000004 1913.0125000000005 1118.3050000000001 508.16875000000005 425.06250000000006 119.62250000000002 166.66900000000001 679.93910000000005 484.50915000000003 1 423.81250000000006 1256.4300000000001 1256.4300000000001 1128.2175000000002 249.90350000000004 32.256600000000013 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 1 2 2 2 2 2 2 left_child=4 2 3 21 11 6 7 25 9 -9 -3 14 32 -10 15 27 22 19 -19 -18 -8 33 31 -24 -17 30 -27 28 -1 -29 -6 -16 -13 -2 right_child=1 10 -4 -5 5 -7 20 8 13 -11 -12 12 -14 -15 16 24 17 18 -20 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31 -32 -33 -34 -35 leaf_value=0.013300603497360883 -0.26816226793372117 13.825953696114677 -5.1379678816544381 12.25689461072286 0.14724991617891081 5.7942876252673923 -0.67735560417175289 3.2428856778966968 1.4031403393426394 -0.56805032827913071 19.620741821289062 7.6311691703796383 -2.2310856899848353 -1.0720083232547926 0.089306160538660126 0.99242578205309417 0.4367807413270508 -0.17268021876995382 5.6533445074979003 2.9503201713562008 -5.6670688837224779 2.7246133832931521 4.8312124986648559 0.15975319495567911 4.3569123131888254 0.52913092914892701 3.9008161378943402 -0.021252549409081372 0.62645253678253621 -0.83138095682605784 -2.2651273317337037 -1.7888840985298158 4.4823567991256716 -2.1852215654142202 leaf_weight=118911 23 21 38 24 1195 21 20 29 908 215 20 20 39 46 2209 38 759 26 34 45 22 20 20 26 28 49 23 237657 657 188 20 32 20 20 leaf_count=118911 23 21 38 24 1195 21 20 29 908 215 20 20 39 46 2209 38 759 26 34 45 22 20 20 26 28 49 23 237657 657 188 20 32 20 20 internal_value=0 4.73676 0.828342 3.43432 -0.00159599 0.559818 0.516318 0.580668 0.998875 -0.110579 16.6527 -0.00556174 1.96529 1.27048 -0.00599348 -0.00854384 0.283344 0.754635 3.12873 0.577464 -3.29101 0.073335 0.105296 2.19082 2.41978 0.191381 1.6062 -0.00899226 0.0166683 -0.021892 0.10754 0.0624868 6.05676 -1.15982 internal_weight=0 166 125 87 363257 2548 2527 2485 1198 244 41 360709 79 954 360630 357479 3151 864 60 804 42 63 2287 46 66 1287 72 357413 119568 237845 1215 2241 40 43 internal_count=363423 166 125 87 363257 2548 2527 2485 1198 244 41 360709 79 954 360630 357479 3151 864 60 804 42 63 2287 46 66 1287 72 357413 119568 237845 1215 2241 40 43 cat_boundaries=0 1 2 cat_threshold=136 23 is_linear=0 shrinkage=0.01 Tree=244 num_leaves=43 num_cat=6 split_feature=5 7 13 7 10 0 25 0 0 2 10 2 25 3 9 9 4 25 10 8 2 2 5 25 26 25 3 0 5 8 0 25 2 26 3 3 9 3 9 10 26 2 split_gain=3.6512e+07 7.57717e+07 3.51246e+07 1.22908e+07 1.58155e+07 8.2184e+06 1.93059e+07 6.11127e+07 8.76897e+06 1.32753e+07 7.57386e+06 4.15194e+06 4.31203e+06 3.064e+06 2.89345e+06 2.87671e+06 2.70091e+06 4.08992e+06 7.556e+06 3.85969e+06 2.66208e+06 2.35067e+06 2.25152e+06 2.05978e+06 1.78749e+06 1.58651e+06 4.67724e+06 1.57449e+06 1.51265e+06 1.24719e+06 4.72206e+06 867214 859994 726721 648585 709320 459625 445511 436540 494398 438186 249944 threshold=2763.7525000000005 2690.3565000000003 102.06874750000001 572.8955000000002 459.91795000000008 286.09000000000009 0 1836.963 2773.7250000000004 1800.6974500000001 2855.9890500000006 621.21800000000007 1 1107.1660000000004 732.3900000000001 336.52839300000005 170.96700000000001 2 375.75300000000004 10.576334500000002 274.40500000000003 2593.0505000000003 139.80500000000004 3 2022.5000000000002 4 1471.8415000000002 5.5660000000000016 834.63750000000016 1128.2175000000002 153.94725000000003 5 1800.6974500000001 2022.5000000000002 1278.9218000000003 28.443000000000001 102.94250000000001 32.256600000000013 208.14950000000005 228.55000000000004 2022.5000000000002 420.88550000000004 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 9 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 13 -5 16 7 14 10 15 11 12 -8 37 22 20 29 18 19 41 -10 25 24 -13 -7 26 -19 -21 -27 31 38 32 33 -1 35 -33 -36 -2 40 -40 -31 -18 right_child=1 2 -4 4 -6 6 8 -9 9 -11 -12 23 -14 -15 -16 -17 17 21 -20 27 -22 -23 -24 -25 -26 28 -28 -29 -30 30 -32 34 -34 -35 36 -37 -38 -39 39 -41 -42 -43 leaf_value=0.0951513762814018 -0.86419968266640934 25.970515075683593 7.4534278742472324 11.61488136100769 -0.21331022702730618 2.2483512066958244 1.2332468477776655 16.5235893594065 -0.76335955932492117 -8.3757926995413641 5.9480625168482462 1.4839026821009844 0.098304074431293118 -4.2305986799512594 4.3910182335263208 -3.667112118403117 0.048290785820253437 0.31235057699854163 7.3641442565917963 4.4689891736166816 3.4407447419166566 -3.0426014549576719 -1.6389374394165841 0.3778506244403213 -1.1645371845790318 0.060949644358346121 4.4246618168694631 1.4243689412781686 -1.0444959066080493 0.93397361788638811 5.3650643754005429 -0.018893046846970851 1.6112525057111466 -0.011702579020488593 -0.45991120888306214 0.047977700776580853 -2.0732213992164246 1.0501379396915436 0.13863081151788886 2.2837507720220658 -0.23166680262070294 1.2361344013214111 leaf_weight=12955 31 20 21 20 26 57 357 31 61 28 24 402 3880 28 21 24 155 2263 20 35 20 23 38 325 21 3061 28 33 129 43 20 309613 35 12512 111 16719 21 20 22 21 129 20 leaf_count=12955 31 20 21 20 26 57 357 31 61 28 24 402 3880 28 21 24 155 2263 20 35 20 23 38 325 21 3061 28 33 129 43 20 309613 35 12512 111 16719 21 20 22 21 129 20 internal_value=0 4.6894 16.4862 0.820059 4.92938 -0.00158003 0.389731 3.62845 0.275857 -2.25777 0.343967 0.316872 0.197074 -1.57271 0.97542 -0.626293 -0.00736167 0.2073 1.4026 0.969657 0.274691 0.147368 0.357079 1.01506 1.3295 0.161023 0.361034 2.99145 0.0161959 -0.0108766 0.717386 -0.0113628 0.044789 0.0426538 -0.01575 -0.0154671 -0.716574 -0.113479 0.285044 1.18625 0.0597433 0.184044 internal_weight=0 166 41 125 46 363257 5289 168 5121 133 4988 4964 4237 79 137 105 357968 5767 263 243 81 5504 116 727 78 5481 2291 68 3190 352201 235 351966 25502 25467 326464 326332 132 51 215 43 172 175 internal_count=363423 166 41 125 46 363257 5289 168 5121 133 4988 4964 4237 79 137 105 357968 5767 263 243 81 5504 116 727 78 5481 2291 68 3190 352201 235 351966 25502 25467 326464 326332 132 51 215 43 172 175 cat_boundaries=0 1 7 13 19 25 31 cat_threshold=1048576 75497984 8389120 67108864 4259840 4210688 3 0 1074004480 16 262656 0 1024 32768 134218752 272 0 2097152 2147483648 137708576 134317128 202899776 67108865 4214784 2147483656 2148532356 1081348 2147483712 1179672864 134785 279991328 is_linear=0 shrinkage=0.01 Tree=245 num_leaves=40 num_cat=4 split_feature=0 4 1 2 1 1 5 2 25 4 4 0 11 6 2 25 15 12 1 4 25 9 3 1 3 0 26 0 0 26 26 3 7 25 10 10 5 0 3 split_gain=3.42761e+07 5.34706e+07 1.02653e+08 3.76458e+07 2.75526e+07 2.33478e+07 1.23558e+07 8.72968e+06 1.42223e+07 4.9283e+07 1.27281e+07 8.34614e+06 1.03792e+07 7.02267e+06 5.4582e+06 4.0226e+06 4.80328e+06 2.97256e+06 2.1455e+06 5.64121e+06 4.79302e+06 3.64921e+07 6.6165e+06 2.22925e+06 2.20788e+06 2.07806e+06 1.63052e+06 786841 3.44609e+06 6.71818e+06 2.29464e+06 1.67571e+06 887280 787887 2.48365e+06 1.37394e+06 776202 715438 330447 threshold=2773.7250000000004 2632.2792750000003 2779.5510000000008 137.53500000000003 13.870700000000001 1891.4572200000002 325.39000000000004 249.90350000000004 0 586.56060000000014 2632.2792750000003 1114.9175000000002 1962.6297000000002 13.0412385 1800.6974500000001 1 1797.3406500000003 875.1645000000002 19.664750000000009 2632.2792750000003 2 244.55450000000005 602.3524450000001 1891.4572200000002 1471.8415000000002 214.35000000000002 2022.5000000000002 688.40820000000008 746.42750000000012 2022.5000000000002 2022.5000000000002 10.642500000000002 258.90150000000006 3 1797.2975000000001 2855.9890500000006 299.80000000000007 299.04000000000008 21.156860000000002 decision_type=2 2 2 2 2 2 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 2 9 2 2 2 2 2 left_child=7 3 -3 4 -2 6 -5 18 9 26 11 15 13 -13 -12 16 -10 -17 27 20 21 22 -20 24 -22 -25 -9 33 29 -29 31 -30 -32 34 37 36 -35 -1 -28 right_child=1 2 -4 5 -6 -7 -8 8 10 -11 14 12 -14 -15 -16 17 -18 -19 19 -21 23 -23 -24 25 -26 -27 38 28 30 -31 32 -33 -34 35 -36 -37 -38 -39 -40 leaf_value=0.03588102965852806 2.2816702266361406 -3.7105455852690201 25.320416333428742 -5.1389271932298479 16.340829500913621 -11.483208575615516 5.1365884170532228 2.5981359992156161 0.4255413456145471 18.341567584991456 -1.8742035833994546 3.4144637677962324 8.5142805689031427 0.33154842288153513 -8.1106237063200588 -0.084061777708861599 4.8246602096557618 -3.2098958636868384 0.30583165360417358 5.0290280595033066 0.055306081465888959 14.24864139175415 6.1599241542816161 -0.4799882772422972 1.9757722002665201 -3.7148327373636181 0.63742931365966793 -0.019360689118851061 0.94624167450043839 6.3450581183256931 -0.91831463852707218 -1.4858374643325807 1.1578440226679263 -0.019229946971084159 3.4057143228704279 -2.1583797677357994 0.23126416936924685 0.51493841940672236 -0.94207220279253445 leaf_weight=18798 46 21 29 22 20 26 25 37 3452 20 36 114 22 210 23 1634 25 31 557 23 26297 20 20 63 60 29 27 43 247 27 196 32 23 309013 22 30 1242 317 26 leaf_count=18798 46 21 29 22 20 26 25 37 3452 20 36 114 22 210 23 1634 25 31 557 23 26297 20 20 63 60 29 27 43 247 27 196 32 23 309013 22 30 1242 317 26 internal_value=0 4.25894 13.1274 1.06884 6.54202 -3.87952 0.326773 -0.000755829 0.389 3.79733 0.313999 0.364233 1.8676 1.41628 -4.30535 0.263073 0.45586 -0.141411 -0.00693086 0.0786563 0.0744465 0.95308 0.508746 0.0542334 0.0596779 -1.49967 0.987197 -0.0139516 0.357922 2.43549 0.0658949 0.667294 -0.700271 -0.0145927 0.0476656 -0.0184335 -0.0182272 0.0438256 -0.13742 internal_weight=0 189 50 139 66 73 47 362716 5657 110 5547 5488 346 324 59 5142 3477 1665 357059 27069 27046 597 577 26449 26357 92 90 329990 568 70 498 279 219 329422 19137 310285 310255 19115 53 internal_count=362905 189 50 139 66 73 47 362716 5657 110 5547 5488 346 324 59 5142 3477 1665 357059 27069 27046 597 577 26449 26357 92 90 329990 568 70 498 279 219 329422 19137 310285 310255 19115 53 cat_boundaries=0 6 12 18 25 cat_threshold=2147483648 0 0 262145 0 1024 204850720 8652352 201855760 0 274748416 2147483651 8388608 0 67108928 0 640 1032 536870912 294916 8388672 2187346224 289573889 277893728 1 is_linear=0 shrinkage=0.01 Tree=246 num_leaves=40 num_cat=6 split_feature=0 4 1 2 1 1 5 2 25 4 4 0 11 6 2 25 15 12 1 4 25 9 1 1 0 26 8 25 10 0 26 0 10 5 0 25 25 0 2 split_gain=3.3594e+07 5.24065e+07 1.0061e+08 3.68966e+07 2.70043e+07 2.28832e+07 1.211e+07 8.55596e+06 1.39393e+07 4.83023e+07 1.24748e+07 8.18006e+06 1.01727e+07 6.88292e+06 5.34958e+06 3.9207e+06 4.7041e+06 2.76695e+06 2.10281e+06 5.52896e+06 4.61974e+06 4.88077e+07 8.01788e+06 2.4264e+06 1.98365e+06 1.59807e+06 1.34947e+06 771962 2.03772e+06 1.397e+06 2.3932e+06 3.60944e+06 1.34696e+06 667155 629215 932996 327113 311167 274171 threshold=2773.7250000000004 2632.2792750000003 2779.5510000000008 137.53500000000003 13.870700000000001 1891.4572200000002 325.39000000000004 249.90350000000004 0 586.56060000000014 2632.2792750000003 1114.9175000000002 1962.6297000000002 13.0412385 1800.6974500000001 1 1797.3406500000003 875.1645000000002 19.664750000000009 2632.2792750000003 2 208.14950000000005 786.48464000000001 1891.4572200000002 214.35000000000002 2022.5000000000002 244.75125 3 1797.2975000000001 1266.1895000000002 2022.5000000000002 1501.0951200000002 2855.9890500000006 198.22750000000005 299.04000000000008 4 5 1501.0951200000002 669.1825 decision_type=2 2 2 2 2 2 2 2 9 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 9 9 2 2 left_child=7 3 -3 4 -2 6 -5 18 9 25 11 15 13 -13 -12 16 -10 -17 27 20 21 22 -20 26 -25 -9 -22 28 34 32 31 -31 33 -29 36 -36 -1 -32 -27 right_child=1 2 -4 5 -6 -7 -8 8 10 -11 14 12 -14 -15 -16 17 -18 -19 19 -21 23 -23 -24 24 -26 38 -28 29 -30 30 37 -33 -34 -35 35 -37 -38 -39 -40 leaf_value=0.28330889949908838 2.2588534297113831 -3.6734401557559058 25.067212020610942 -5.087537838979201 16.177420644760133 -11.368376194880559 5.0852225936889646 2.5721546250420646 0.42282381316250478 18.158151439666749 -1.8554615412818061 3.3803190593343033 8.4291378576105291 0.32823293880053933 -8.0295173910389774 -0.080650129530054362 4.7764135368347169 -3.1449028447469081 0.12397179525640002 4.978738069119661 0.04363207372040491 16.295581848144533 4.6992788114780328 -0.53163699119337016 -3.621543116415701 0.56974745891712331 0.39583679256254684 -0.018958964971944364 2.96103125890096 5.8579158792495729 -1.4018435599587182 0.84547932419122429 -2.1367959785461426 0.16138357907483133 -0.077659101919694384 0.81374068385455756 0.028448145583741008 0.092565663237320753 -0.86898594342745272 leaf_weight=509 46 21 29 22 20 26 25 37 3425 20 36 114 22 210 23 1662 25 30 582 23 25172 20 41 63 31 27 1137 309332 24 20 22 51 30 2065 221 246 17432 38 26 leaf_count=509 46 21 29 22 20 26 25 37 3425 20 36 114 22 210 23 1662 25 30 582 23 25172 20 41 63 31 27 1137 309332 24 20 22 51 30 2065 221 246 17432 38 26 internal_value=0 4.21635 12.9961 1.05815 6.4766 -3.84073 0.323505 -0.00074827 0.38511 3.75935 0.310859 0.36059 1.84892 1.40212 -4.2623 0.260442 0.453058 -0.134188 -0.00686155 0.0778698 0.0737021 0.904646 0.425075 0.0531031 -1.55065 0.977325 0.0588534 -0.013812 0.049055 -0.0175323 1.01492 2.25743 -0.0179672 -0.017763 0.0452851 0.407662 0.0358525 -0.455384 -0.136046 internal_weight=0 189 50 139 66 73 47 362716 5657 110 5547 5488 346 324 59 5142 3450 1692 357059 27069 27046 643 623 26403 94 90 26309 329990 18432 311558 131 71 311427 311397 18408 467 17941 60 53 internal_count=362905 189 50 139 66 73 47 362716 5657 110 5547 5488 346 324 59 5142 3450 1692 357059 27069 27046 643 623 26403 94 90 26309 329990 18432 311558 131 71 311427 311397 18408 467 17941 60 53 cat_boundaries=0 6 12 18 24 29 35 cat_threshold=2147483648 0 0 262145 0 1024 204850720 1082394176 201855248 0 6312960 2147483651 8388736 0 67108928 0 640 8 536870912 360452 8388672 2187411760 289573905 277893696 536870912 327684 8388608 2097184 2048 0 0 0 0 2048 268439552 is_linear=0 shrinkage=0.01 Tree=247 num_leaves=48 num_cat=10 split_feature=0 1 9 1 1 2 25 9 6 0 12 0 24 12 2 0 25 8 26 2 5 1 25 9 11 1 26 1 3 9 0 24 8 0 24 0 26 7 25 24 25 3 0 24 9 3 26 split_gain=3.29255e+07 4.53085e+07 6.07656e+07 1.0811e+07 1.32614e+07 8.38568e+06 1.36619e+07 4.47073e+07 7.25504e+06 1.14924e+07 7.19277e+06 6.75141e+06 7.69621e+06 7.86488e+06 7.22451e+06 4.18155e+06 3.72761e+06 4.28342e+06 2.71097e+06 2.34491e+06 2.20848e+06 2.06095e+06 4.93058e+06 1.46471e+07 3.12313e+07 9.27677e+06 8.1396e+06 1.81468e+06 2.85929e+06 2.20499e+06 2.05365e+06 1.40663e+06 1.27489e+06 758081 6.2918e+06 6.3637e+06 3.53548e+06 1.95582e+06 760863 784806 2.70136e+06 675660 670259 883265 534259 253837 170032 threshold=2773.7250000000004 2779.5510000000008 149.28375000000003 554.77325000000008 48.966000000000001 249.90350000000004 0 119.5475 2871.8940000000007 885.78750000000014 679.73250000000019 1114.9175000000002 1 1092.2600000000002 1800.6974500000001 275.93200000000007 2 998.8850000000001 2022.5000000000002 579.4525000000001 1287.5327000000002 19.664750000000009 3 383.33200000000005 55.082560000000008 786.48464000000001 2022.5000000000002 1891.4572200000002 1471.8415000000002 14.233800000000002 214.35000000000002 4 321.9405000000001 688.40820000000008 5 746.42750000000012 2022.5000000000002 252.00850000000005 6 7 8 1854.9329420000001 299.04000000000008 9 592.5680000000001 220.21350000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 9 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 1 2 2 2 9 1 9 2 2 1 2 2 2 left_child=5 3 -3 4 18 21 7 15 11 -10 -5 16 14 -14 -13 19 17 -8 -2 -7 -18 33 23 25 -25 32 -27 28 31 -30 46 -24 -23 38 35 -35 -37 45 42 40 -40 -41 44 -44 -1 -36 -29 right_child=1 2 -4 10 -6 6 8 -9 9 -11 -12 12 13 -15 -16 -17 20 -19 -20 -21 -22 22 27 24 -26 26 -28 30 29 -31 -32 -33 -34 34 37 36 -38 -39 39 41 -42 -43 43 -45 -46 -47 -48 leaf_value=0.035139842786325919 2.8806612598194796 24.271888480808425 2.3351957852499825 -5.0923513039420634 9.9126118618509036 0.01795501810131651 0.3696561964573386 15.815366506195069 0.85634639416422165 -8.6836285939423927 2.4653625583648684 2.5424116256449483 -0.29174973968321899 4.8525117601667134 8.2830400930132182 -3.269369170779274 -0.061198676347264273 2.0468652299020906 -1.3636335517742015 3.8481017072739139 -2.4086395293910328 0.10270536053807244 -0.042026815784223237 -1.640303174799139 15.625772846221924 6.434530663591751 -0.23257291030883789 -0.95668083160685813 4.775119678107175 0.73498872593470976 -3.615375031062535 0.10947069428232652 2.0308361542804376 5.9711911780258706 -0.7313391435235963 1.9364709125681125 -0.70601289290416092 2.0868383476257324 0.18378564543605463 -0.025112577515720075 -0.013649974709346074 -1.3586475013431749 1.1794066146810851 0.082842617909842681 0.77918492808784412 -1.7323324666704452 0.11092035620553153 leaf_weight=18939 34 23 28 34 23 33 3152 25 28 23 20 101 197 35 28 21 1782 160 27 31 41 723 9854 22 20 47 30 26 22 35 28 16191 36 29 266 141 79 25 8194 257215 44621 38 110 208 97 28 35 leaf_count=18939 34 23 28 34 23 33 3152 25 28 23 20 101 197 35 28 21 1782 160 27 31 41 723 9854 22 20 47 30 26 22 35 28 16191 36 29 266 141 79 25 8194 257215 44621 38 110 208 97 28 35 internal_value=0 4.17418 12.2282 1.19769 3.44184 -0.000740499 0.381259 3.72176 0.307751 -3.446 -2.2932 0.343143 1.66502 0.464311 3.51589 0.60267 0.250213 0.449324 1.00204 1.87318 -0.113372 -0.00679264 0.0770911 0.809956 6.58164 0.529679 3.83696 0.0521941 0.0570745 2.29434 -1.37328 0.0521782 0.194158 -0.0136736 0.35134 1.50746 0.987579 -0.580154 -0.014303 -0.0180999 0.0170102 -0.0253086 0.0465133 0.501851 0.0389312 -0.826672 -0.344123 internal_weight=0 189 51 138 84 362716 5657 110 5547 51 54 5496 361 232 129 85 5135 3312 61 64 1823 357059 27069 878 42 836 77 26191 26102 57 89 26045 759 329990 568 249 220 319 329422 310068 52815 257253 19354 318 19036 294 61 internal_count=362905 189 51 138 84 362716 5657 110 5547 51 54 5496 361 232 129 85 5135 3312 61 64 1823 357059 27069 878 42 836 77 26191 26102 57 89 26045 759 329990 568 249 220 319 329422 310068 52815 257253 19354 318 19036 294 61 cat_boundaries=0 6 7 13 19 20 21 28 29 35 36 cat_threshold=2147483648 0 0 262145 0 1024 3096 203802144 8652352 201855760 0 274748416 2147483651 9437184 0 67108928 0 640 1032 2187 106 536870912 294916 8388672 2187347248 289573889 277893728 1 3 9470208 2097216 2147488017 1073807873 0 8 3112 is_linear=0 shrinkage=0.01 Tree=248 num_leaves=40 num_cat=7 split_feature=0 4 1 2 1 1 2 25 4 4 0 11 3 24 2 25 15 3 1 4 25 9 1 1 3 0 26 25 10 0 26 0 10 18 0 25 24 3 0 split_gain=3.22703e+07 5.11646e+07 9.78178e+07 3.61819e+07 2.61768e+07 2.26855e+07 8.21879e+06 1.33901e+07 4.7107e+07 1.2176e+07 7.89616e+06 9.92552e+06 5.61638e+06 5.27154e+06 5.20989e+06 3.77815e+06 4.60273e+06 2.86127e+06 2.01992e+06 5.40529e+06 4.49341e+06 4.76442e+07 7.76289e+06 2.34843e+06 2.88937e+06 1.90974e+06 1.59575e+06 743102 1.99798e+06 1.38174e+06 2.30317e+06 3.53821e+06 1.31968e+06 930459 660707 1.71864e+06 452459 336878 298344 threshold=2773.7250000000004 2632.2792750000003 2779.5510000000008 137.53500000000003 13.870700000000001 1891.4572200000002 249.90350000000004 0 586.56060000000014 2632.2792750000003 1114.9175000000002 1962.6297000000002 542.09453100000007 1 1800.6974500000001 2 1797.3406500000003 974.18930000000012 19.664750000000009 2632.2792750000003 3 208.14950000000005 786.48464000000001 1891.4572200000002 1471.8415000000002 214.35000000000002 2022.5000000000002 4 1797.2975000000001 1266.1895000000002 2022.5000000000002 1501.0951200000002 2855.9890500000006 2044.7545000000002 65.403650000000013 5 6 21.156860000000002 1501.0951200000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 9 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 1 2 2 left_child=6 3 -3 4 -2 12 18 8 26 10 15 13 -5 -12 -11 16 -9 -17 27 20 21 22 -20 24 -22 -25 -8 28 34 32 31 -31 33 -29 36 -36 -1 -28 -32 right_child=1 2 -4 5 -6 -7 7 9 -10 14 11 -13 -14 -15 -16 17 -18 -19 19 -21 23 -23 -24 25 -26 -27 37 29 -30 30 38 -33 -34 -35 35 -37 -38 -39 -40 leaf_value=0.093815080643389309 2.2249889919032224 -3.629066561744327 24.709980213559906 -3.3781173532659357 15.928632646560668 -11.33436513533959 2.5282772636413573 0.41457049670979707 17.901520436346534 -1.8381865819295249 -0.2678898618877798 8.315871179754085 3.5496936126708984 2.3416585928722493 -7.931099294579548 -0.051226563877643468 4.7209971740722656 -2.206798481163569 0.12157273044598471 4.922069502291472 0.05240720765980883 16.098048770904541 4.6235386774016591 -0.52604100176266266 2.1965415012245142 -3.5578401848577683 0.60439704612449363 -0.017598488452587154 2.931612431208293 5.7933112411499019 -1.3937289101736885 0.8305772871129653 -2.1148830687204998 1.6129699617113387 1.0625255503386786 0.063418707516019718 -0.010527377366057631 -0.99040048525883606 0.084672210155389255 leaf_weight=6823 46 21 29 22 20 26 37 3425 20 36 128 22 25 196 23 1628 25 64 582 23 26246 20 41 63 63 31 27 311378 24 20 21 51 30 35 216 745 10608 26 39 leaf_count=6823 46 21 29 22 20 26 37 3425 20 36 128 22 25 196 23 1628 25 64 582 23 26246 20 41 63 63 31 27 311378 24 20 21 51 30 35 216 745 10608 26 39 internal_value=0 4.13244 12.8076 1.01189 6.37761 -3.83931 -0.00073268 0.377446 3.68454 0.304673 0.353801 1.81608 0.306888 1.37473 -4.21339 0.255406 0.444488 -0.131981 -0.00672429 0.0763204 0.0721996 0.891702 0.41785 0.0518846 0.0575416 -1.52589 0.934606 -0.0135364 0.0481727 -0.0171848 1.00962 2.22853 -0.0176173 -0.0174152 0.0444362 0.2997 0.0303631 -0.177956 -0.432768 internal_weight=0 189 50 139 66 73 362716 5657 110 5547 5488 346 47 324 59 5142 3450 1692 357059 27069 27046 643 623 26403 26309 94 90 329990 18416 311574 131 71 311443 311413 18392 961 17431 53 60 internal_count=362905 189 50 139 66 73 362716 5657 110 5547 5488 346 47 324 59 5142 3450 1692 357059 27069 27046 643 623 26403 26309 94 90 329990 18416 311574 131 71 311443 311413 18392 961 17431 53 60 cat_boundaries=0 6 7 13 19 26 31 32 cat_threshold=2147483648 0 0 262145 0 1024 903 204850720 1082394176 201855248 0 6312960 2147483651 8388736 0 67108928 0 640 8 536870912 360452 8388672 2185314608 289573905 277893696 1 0 0 64 4259840 4195328 118 is_linear=0 shrinkage=0.01 Tree=249 num_leaves=41 num_cat=7 split_feature=0 4 1 2 1 1 2 25 4 4 0 11 6 7 2 25 15 12 1 4 25 9 24 1 0 24 4 2 0 24 0 0 7 25 10 10 18 0 0 2 split_gain=3.16281e+07 5.01465e+07 9.58712e+07 3.54619e+07 2.56558e+07 2.2234e+07 8.05677e+06 1.31233e+07 4.61696e+07 1.19339e+07 7.74503e+06 9.72619e+06 6.66605e+06 5.52289e+06 5.10621e+06 3.72801e+06 4.51432e+06 2.83262e+06 1.97971e+06 5.29772e+06 4.48438e+06 3.42313e+07 9.09269e+06 2.07724e+06 1.91469e+06 1.53954e+06 1.1107e+06 877795 729838 6.16186e+06 6.24754e+06 2.90025e+06 1.92204e+06 732711 2.3489e+06 1.29304e+06 873583 660624 226676 67973.6 threshold=2773.7250000000004 2632.2792750000003 2779.5510000000008 137.53500000000003 13.870700000000001 1891.4572200000002 249.90350000000004 0 586.56060000000014 2632.2792750000003 1114.9175000000002 1962.6297000000002 13.0412385 322.90600000000012 1800.6974500000001 1 1797.3406500000003 875.1645000000002 19.664750000000009 2632.2792750000003 2 244.55450000000005 3 1891.4572200000002 214.35000000000002 4 31.097000000000005 1444.3300000000002 688.40820000000008 5 746.42750000000012 1114.9175000000002 252.00850000000005 6 1797.2975000000001 2855.9890500000006 2044.7545000000002 299.04000000000008 1266.1895000000002 420.88550000000004 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 9 2 1 2 2 1 2 2 2 1 2 2 2 9 2 2 2 2 2 2 left_child=6 3 -3 4 -2 13 18 8 26 10 15 12 -12 -5 -11 16 -9 -17 28 20 21 22 -20 25 -25 -22 27 39 33 30 -30 -32 38 34 37 36 -35 -1 -31 -8 right_child=1 2 -4 5 -6 -7 7 9 -10 14 11 -13 -14 -15 -16 17 -18 -19 19 -21 23 -23 -24 24 -26 -27 -28 -29 29 32 31 -33 -34 35 -36 -37 -38 -39 -40 -41 leaf_value=0.03440961763901166 2.2027390917487768 -3.5927759261358352 24.462880400460339 -3.350386446172541 15.769346748352051 -11.221021890640259 -0.22045252871513366 0.40904327739928092 17.72250511646271 -1.8198047007454767 3.3084133996461564 8.2327123503251514 0.30479513705912092 3.5195209815979003 -7.8517881957344393 -0.080544027187833017 4.6737870681762699 -3.1319090270996095 2.7855350075987046 4.872848406252654 -0.063038784927574143 13.798458461761475 -0.18789986396786468 -0.46928193116944933 -3.5743687754663926 0.10572648603793161 2.5783432456425261 1.9029965858459474 5.9115437119582603 -0.62953185588271177 -0.064930714772752487 2.2429772267197117 2.0668554845809934 -0.017724887849001714 3.3113649298927998 -2.0937342567443848 1.540126797888014 0.4939938831929141 -1.2232607456006503 -1.0259577872536398 leaf_weight=19014 46 21 29 22 20 26 20 3452 20 36 114 22 210 25 23 1634 25 31 123 23 7584 20 454 63 29 18773 28 20 29 199 121 99 25 310002 22 30 36 318 95 22 leaf_count=19014 46 21 29 22 20 26 20 3452 20 36 114 22 210 25 23 1634 25 31 123 23 7584 20 454 63 29 18773 28 20 29 199 121 99 25 310002 22 30 36 318 95 22 internal_value=0 4.09112 12.6795 1.00177 6.31383 -3.80092 -0.000724448 0.373709 3.6477 0.301664 0.350301 1.79851 1.36162 0.30382 -4.17126 0.252852 0.438446 -0.136536 -0.00665671 0.0755572 0.0714776 0.921351 0.490972 0.0519265 -1.44806 0.0571819 0.92526 0.178707 -0.0134007 0.344749 1.48893 0.973628 -0.576946 -0.0140182 0.0456623 -0.0177443 -0.017544 0.0419695 -0.821383 -0.642384 internal_weight=0 189 50 139 66 73 362716 5657 110 5547 5488 346 324 47 59 5142 3477 1665 357059 27069 27046 597 577 26449 92 26357 90 62 329990 568 249 220 319 329422 19354 310068 310038 19332 294 42 internal_count=362905 189 50 139 66 73 362716 5657 110 5547 5488 346 324 47 59 5142 3477 1665 357059 27069 27046 597 577 26449 92 26357 90 62 329990 568 249 220 319 329422 19354 310068 310038 19332 294 42 cat_boundaries=0 6 12 18 19 20 21 28 cat_threshold=2147483648 0 0 262145 0 1024 204850720 8652352 201855760 0 274748416 2147483651 8388608 0 67108928 0 640 1032 42 139 106 536870912 294916 8388672 2187347248 289573889 277893728 1 is_linear=0 shrinkage=0.01 Tree=250 num_leaves=48 num_cat=8 split_feature=2 4 10 6 0 2 4 1 25 1 4 25 8 1 7 8 24 14 7 10 1 3 12 0 24 6 0 4 6 21 17 0 0 24 0 0 0 24 3 1 3 25 24 1 18 0 1 split_gain=4.99508e+07 1.17102e+08 6.895e+07 2.0354e+07 1.3944e+07 5.77536e+06 5.14022e+06 5.02975e+06 4.21183e+06 7.12447e+06 4.4517e+06 6.02781e+06 1.10039e+07 1.00474e+07 6.13996e+06 4.43471e+06 4.25669e+06 4.2551e+06 2.57871e+06 3.28072e+06 2.53081e+06 3.18443e+06 2.3614e+06 1.91195e+06 3.2247e+06 1.7412e+06 3.67289e+06 1.92388e+06 1.31338e+06 3.40801e+06 1.95951e+06 1.85515e+06 1.64165e+06 1.86601e+06 2.90473e+06 2.49765e+06 1.37056e+06 1.81332e+06 1.5294e+06 1.22794e+06 1.15909e+06 925612 874525 778004 735131 670659 31684.4 threshold=2593.0505000000003 2632.2792750000003 102.49080000000001 1520.8892800000003 885.78750000000014 187.69100000000003 103.76505 860.12500000000011 0 2779.5510000000008 558.69700000000012 1 40.114750000000008 584.17800000000011 72.773250000000004 1128.2175000000002 2 1012.3383000000001 710.08000000000004 159.58100000000005 1891.4572200000002 369.71584999999999 397.66214000000008 125.1855 3 603.25250000000017 803.13700000000006 970.01225000000011 1118.3050000000001 148.57950000000002 863.10525000000018 166.73750000000004 1114.9175000000002 4 1836.963 2773.7250000000004 11.553000000000003 5 2692.2960000000003 11.949000000000002 314.62380000000002 6 7 402.26250000000005 594.23964000000012 137.97000000000003 2779.5510000000008 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 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 9 1 2 2 2 2 left_child=5 3 -3 4 39 20 -6 -5 10 25 15 16 13 -13 -14 23 17 -12 19 -17 28 45 -18 44 -25 41 27 -27 32 30 31 -30 36 34 -34 -35 38 -38 -1 -2 -41 43 -43 -10 -7 46 -22 right_child=1 2 -4 7 6 8 -8 -9 9 -11 11 12 14 -15 -16 18 22 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31 -32 -33 33 35 -36 -37 37 -39 -40 40 -42 42 -44 -45 -46 -47 -48 leaf_value=-0.016776165511411551 1.9464431358786234 31.828957519531251 7.0662529480975609 -1.6891297302246093 11.069086924961635 0.039009231063755541 4.2261313131581186 -8.7812013893127432 -0.31022802446738329 -5.4176411851247153 1.0146280957653315 3.567472571868163 6.1571744108200077 11.907664714097978 0.15393406038698942 1.088692461013794 0.38976804718826757 4.7459862884793962 -0.12877101230621338 6.4323248057895244 -0.26761262558602 -5.1084636626243594 -1.5763415814429216 1.0719626695643221 0.098243042298302219 0.81862646784101223 3.7252472010636941 -2.2008607211479774 0.20455527169836893 4.6133971834182743 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-0.0109594 -0.639544 0.00944281 -1.33144 -0.0102255 0.0505242 -0.0165728 0.49882 -0.548396 -0.00361757 0.0653478 -0.424468 0.064427 -0.73368 -0.084059 internal_weight=0 210 45 165 125 363671 44 40 7355 3371 3984 745 207 72 135 3239 538 276 67 47 356316 119 262 3172 1373 3347 177 138 356197 344 324 304 355853 415 224 191 355438 33624 321814 81 47 3170 2731 439 1799 99 61 internal_count=363881 210 45 165 125 363671 44 40 7355 3371 3984 745 207 72 135 3239 538 276 67 47 356316 119 262 3172 1373 3347 177 138 356197 344 324 304 355853 415 224 191 355438 33624 321814 81 47 3170 2731 439 1799 99 61 cat_boundaries=0 6 11 12 13 14 15 21 22 cat_threshold=204523008 1082394112 201326864 262657 6295552 2147484674 34304 1073742848 272 0 2097152 869 316 3398 2177 2692743168 134283520 1093 37814274 2112 520 2584 is_linear=0 shrinkage=0.01 Tree=251 num_leaves=46 num_cat=10 split_feature=2 4 10 6 0 2 4 25 7 14 2 0 4 6 0 24 4 25 15 6 8 13 25 16 8 3 25 13 0 7 24 0 0 4 8 11 6 0 24 25 25 7 3 24 3 split_gain=4.89568e+07 1.14772e+08 6.75779e+07 1.99489e+07 1.36665e+07 5.66119e+06 5.03793e+06 4.15822e+06 8.13676e+06 5.86481e+06 5.00488e+06 2.62151e+06 3.23367e+06 2.54722e+06 6.04218e+06 2.64574e+06 2.22752e+06 5.56065e+06 8.63106e+06 2.81837e+06 2.57607e+06 2.11004e+06 1.71807e+06 1.44066e+06 1.23394e+06 2.22215e+06 1.45144e+06 2.71068e+06 1.4348e+06 3.60653e+06 3.13759e+06 5.68981e+06 2.19927e+06 1.1249e+06 1.11873e+06 966323 985354 931166 2.36795e+06 2.99455e+06 1.17334e+06 796450 3.5824e+06 510502 109365 threshold=2593.0505000000003 2632.2792750000003 102.49080000000001 1520.8892800000003 885.78750000000014 187.69100000000003 103.76505 0 2690.3565000000003 1867.1242800000002 863.30000000000007 150.05350000000004 970.01225000000011 335.64456000000007 1266.1895000000002 1 558.69700000000012 2 3.8815000000000004 1913.0125000000005 1926.0125000000005 308.5800000000001 3 577.05000000000007 119.60205350000003 1854.9329420000001 4 1099.5287500000002 1114.9175000000002 152.51925000000003 5 1836.963 2773.7250000000004 378.77050000000003 131.54700000000003 1962.6297000000002 1118.3050000000001 20.404800000000005 6 7 8 654.14525000000003 542.09453100000007 9 4.7511315000000005 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 9 2 2 2 2 9 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 1 9 9 2 2 1 2 left_child=5 3 -3 4 34 24 -6 9 16 11 -10 12 23 14 -13 -15 20 18 -18 -19 22 -5 -9 -7 28 26 27 33 37 30 31 -30 -32 -26 44 36 -28 41 39 -39 -40 43 -43 -1 -2 right_child=1 2 -4 21 6 7 -8 8 10 -11 -12 13 -14 15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 25 -27 35 -29 29 -31 32 -33 -34 -35 -36 -37 -38 38 40 -41 -42 42 -44 -45 -46 leaf_value=0.022864515025276488 0.89140938005949322 31.510669278231536 6.9955900399581239 -7.479570423126221 10.958395719982329 0.069730206146820781 4.1838701264754592 -0.26479673191257147 -0.83686349105834967 5.038399472236633 -7.9113819532394407 0.99506274959570928 3.9288973337671029 -1.0118011941319018 4.1493179346533386 0.7755416395213911 4.2990546647122034 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0.118681 0.645677 -4.37412 0.584869 0.222115 0.935509 1.33231 0.322971 0.15331 0.759597 2.34669 0.108449 0.0829799 -5.18281 0.0668596 0.135998 -0.010741 0.130783 0.142866 0.339705 -0.013188 -0.636425 -0.90294 0.59171 -1.47913 0.299148 0.493832 0.0205052 0.0326681 -0.0125307 0.046495 0.153666 -0.0424418 -0.0170394 0.435758 -0.0175806 1.21147 internal_weight=0 210 45 165 125 363671 44 7355 5264 2091 40 2061 1013 1048 636 412 5224 543 147 396 4681 40 4659 990 356316 6056 6032 2301 350260 369 344 100 244 2267 81 3731 3710 349891 24830 11255 13575 325061 388 324673 59 internal_count=363881 210 45 165 125 363671 44 7355 5264 2091 40 2061 1013 1048 636 412 5224 543 147 396 4681 40 4659 990 356316 6056 6032 2301 350260 369 344 100 244 2267 81 3731 3710 349891 24830 11255 13575 325061 388 324673 59 cat_boundaries=0 6 7 13 20 26 27 28 34 39 40 cat_threshold=69256192 8652288 67108880 262657 4194304 1026 138 1048576 0 4096 0 4096 2147483648 2694316164 201392384 1051717 2186477602 18432 584 2 739344516 1216348192 168296704 2221998080 268456960 1545 6 118 1081344 134283268 67109184 32768 4195328 2147484672 0 0 64 4194304 4194433 1 is_linear=0 shrinkage=0.01 Tree=252 num_leaves=41 num_cat=4 split_feature=2 9 5 0 3 0 2 26 25 7 1 14 5 8 0 5 0 7 1 3 25 1 6 21 17 0 0 17 2 0 25 3 25 3 16 9 6 9 0 1 split_gain=4.79825e+07 1.02857e+08 3.4649e+07 1.05266e+08 1.68269e+07 6.6234e+06 5.54834e+06 5.17383e+06 4.07532e+06 7.97483e+06 6.22032e+06 5.74813e+06 5.66122e+06 5.81556e+06 2.56918e+06 2.7211e+06 5.46316e+06 2.93995e+06 2.48524e+06 3.12437e+06 1.47928e+06 1.84951e+06 1.27486e+06 3.33449e+06 1.92294e+06 1.81167e+06 1.58147e+06 1.65956e+06 1.6073e+06 1.32084e+06 1.72194e+06 1.49679e+06 1.17951e+06 3.80658e+06 866643 807840 750613 640781 505638 233354 threshold=2593.0505000000003 2724.2674800000009 22.442500000000006 1501.0951200000002 2692.2960000000003 1114.9175000000002 187.69100000000003 2022.5000000000002 0 2690.3565000000003 1256.4300000000001 1867.1242800000002 1874.1882800000003 652.05450000000008 150.05350000000004 5.619250000000001 803.13700000000006 1489.0961200000002 1891.4572200000002 369.71584999999999 1 1256.4300000000001 1118.3050000000001 148.57950000000002 863.10525000000018 166.73750000000004 1114.9175000000002 24.548500000000004 137.53500000000003 11.553000000000003 2 2692.2960000000003 3 241.13250000000002 577.05000000000007 85.335000000000022 889.19240000000013 426.97200000000004 137.97000000000003 2779.5510000000008 decision_type=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 2 2 9 2 9 2 2 2 2 2 2 2 left_child=6 2 3 7 5 36 18 -2 11 12 -11 14 20 -14 32 16 -16 -17 22 35 37 -22 26 24 25 -24 29 28 -28 31 -31 -1 33 -8 -34 38 -4 -10 39 -20 right_child=1 -3 4 -5 -6 -7 8 -9 9 10 -12 -13 13 -15 15 17 -18 -19 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 30 -32 -33 34 -35 -36 -37 -38 -39 -40 -41 leaf_value=-0.01645067576792884 3.3877739543299521 23.39422350516686 -0.64003317746249111 26.256239231654575 -8.7834318923950203 4.1913210169474286 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2.14562 6.82885 -1.87532 0.585098 -0.00502145 0.454234 0.266844 0.117493 -4.33038 0.639209 0.151775 3.13132 0.579009 0.926131 1.7721 0.619208 -0.0106332 -1.45553 0.115404 0.194685 -0.0101505 0.598325 0.353713 0.551313 -0.0107387 -0.627693 -0.804216 -0.0100184 0.0496194 -0.0162495 0.219894 1.11374 0.087477 -0.727243 -1.93087 -0.24381 -1.18176 -0.605274 internal_weight=0 210 184 85 99 73 363671 64 7355 5264 40 2091 5224 63 2061 1048 279 769 356316 119 5161 4229 356197 344 324 304 355853 415 385 355438 33624 321814 1013 119 894 99 43 932 79 52 internal_count=363881 210 184 85 99 73 363671 64 7355 5264 40 2091 5224 63 2061 1048 279 769 356316 119 5161 4229 356197 344 324 304 355853 415 385 355438 33624 321814 1013 119 894 99 43 932 79 52 cat_boundaries=0 6 13 19 25 cat_threshold=69256192 8652288 67108880 262657 4194304 1026 2693267588 201392416 3141 2185429026 2112 584 3 135367172 134545956 67113280 37847040 1080034433 2147484769 2097152 0 0 262144 4194304 1024 is_linear=0 shrinkage=0.01 Tree=253 num_leaves=40 num_cat=4 split_feature=2 3 12 10 0 2 25 7 1 14 5 7 0 12 7 1 3 25 1 6 6 21 17 7 0 17 2 0 25 3 10 25 3 1 16 1 0 1 1 split_gain=4.70277e+07 8.10633e+07 1.73359e+08 8.81021e+06 1.62745e+07 5.43793e+06 3.99423e+06 7.81613e+06 6.09654e+06 5.63374e+06 5.54856e+06 5.67514e+06 2.51805e+06 2.83059e+06 4.59246e+06 2.43578e+06 3.06219e+06 1.44984e+06 1.81271e+06 1.39309e+06 1.24949e+06 3.26813e+06 1.88467e+06 1.79456e+06 1.55e+06 1.62653e+06 1.57532e+06 1.29457e+06 1.68671e+06 1.467e+06 1.19792e+06 1.15604e+06 3.73083e+06 931676 849397 706325 651083 583135 32549.2 threshold=2593.0505000000003 2692.2960000000003 85.539750000000012 392.62500000000006 885.78750000000014 187.69100000000003 0 2690.3565000000003 1256.4300000000001 1867.1242800000002 1874.1882800000003 512.23350000000016 150.05350000000004 572.05000000000007 1489.0961200000002 1891.4572200000002 369.71584999999999 1 1256.4300000000001 59.756000000000022 1118.3050000000001 148.57950000000002 863.10525000000018 1489.0961200000002 1114.9175000000002 24.548500000000004 137.53500000000003 11.553000000000003 2 2692.2960000000003 800.19400000000007 3 241.13250000000002 1256.4300000000001 577.05000000000007 53.925750000000008 137.97000000000003 959.97700000000009 2779.5510000000008 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 2 2 2 9 2 2 9 2 2 2 2 2 2 2 left_child=5 3 -3 4 19 15 9 10 -9 12 17 -12 31 14 -14 20 36 37 -19 35 24 22 23 -22 27 26 -26 29 -29 -1 -15 32 -7 -5 -33 -2 38 -8 -17 right_child=1 2 -4 33 -6 6 7 8 -10 -11 11 -13 13 30 -16 16 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31 -32 34 -34 -35 -36 -37 -38 -39 -40 leaf_value=-0.016286168748831705 1.903397972353043 -0.70192535926555766 36.061141594389213 -3.8828796764214832 8.2162606620788576 0.39942176867013024 -0.20243315115521734 -0.38306086635589603 -8.1910944633483886 4.938135346094767 -0.36566407080049873 5.6992628595564101 0.99628761540138411 0.36568252005667057 4.6927942940848215 -0.26594226740502025 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-0.796174 -0.00991817 0.0491235 -0.016087 -0.27681 0.217695 1.10261 -2.52031 0.0866022 0.918279 -0.719971 -0.241372 -0.0799007 internal_weight=0 210 52 158 112 363671 7355 5264 40 2091 5224 63 2061 1048 881 356316 119 5161 4229 76 356197 344 324 304 355853 415 385 355438 33624 321814 167 1013 119 46 894 54 99 932 61 internal_count=363881 210 52 158 112 363671 7355 5264 40 2091 5224 63 2061 1048 881 356316 119 5161 4229 76 356197 344 324 304 355853 415 385 355438 33624 321814 167 1013 119 46 894 54 99 932 61 cat_boundaries=0 6 13 19 25 cat_threshold=69256192 8652288 67108880 262657 4194304 1026 2693267588 201392416 3141 2185429026 2112 584 3 135301636 134545956 67113280 37847040 1080034433 2147484769 2097152 0 0 262144 4194304 1024 is_linear=0 shrinkage=0.01 Tree=254 num_leaves=39 num_cat=6 split_feature=2 4 10 6 0 4 8 25 2 24 2 1 5 3 1 4 2 6 18 9 25 6 5 1 25 5 8 1 24 7 3 25 1 1 3 13 8 7 split_gain=4.60918e+07 1.10917e+08 6.75878e+07 1.94531e+07 1.26629e+07 5.42593e+06 5.52659e+06 5.58443e+06 5.10588e+06 5.52526e+06 1.43309e+07 5.06918e+06 5.13381e+06 8.27252e+06 4.98301e+06 4.83569e+06 4.08759e+06 3.19487e+06 2.11037e+06 2.8737e+06 1.90792e+06 1.62987e+06 3.62649e+06 4.08632e+06 1.57677e+06 2.66973e+06 1.52038e+06 1.66992e+06 1.44284e+06 2.83507e+06 1.37764e+06 5.85119e+06 1.31311e+06 1.18634e+06 1.1063e+06 748631 716936 266170 threshold=2593.0505000000003 2632.2792750000003 102.49080000000001 1520.8892800000003 885.78750000000014 234.35050000000004 2877.4750000000008 0 152.42810000000006 1 1092.7150000000004 2779.5510000000008 1874.1882800000003 1107.1660000000004 860.12500000000011 103.76505 204.32750000000004 987.12000000000012 2044.7545000000002 33.266000000000005 2 1118.3050000000001 461.00700000000006 132.46500000000003 3 62.170500000000011 1926.0125000000005 103.99000000000001 4 106.43600000000002 602.3524450000001 5 959.97700000000009 11.949000000000002 314.62380000000002 26.251840000000005 576.55500000000018 42.903000000000006 decision_type=2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 1 2 2 9 2 2 2 2 2 2 left_child=5 3 -3 4 33 18 7 8 24 10 -10 12 20 -14 -5 -6 -11 -8 21 -20 -9 26 28 -24 25 -7 30 37 35 -30 32 -32 -1 -2 -35 -23 -26 -28 right_child=1 2 -4 14 15 6 17 11 9 16 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 36 -27 27 -29 29 -31 31 -33 -34 34 -36 -37 -38 -39 leaf_value=-0.011305986067587646 1.9054089624741499 31.128535294966266 6.6116506742394483 -1.6543345985412596 10.616208732241676 0.69579987901799822 0.038005253314971926 -0.28871586345502265 2.1386409852551478 5.0156366585648575 10.455403911884014 -3.4024672538806233 0.13022086627208268 6.4736917613534368 -8.7133787498474131 3.9790520875350293 0.60493829475999372 -5.1572945482977506 0.24294608751932781 4.9706263341903689 0.26517474027939314 -0.27432897126802835 0.1440428521556239 5.1297102187020434 0.039279108129635032 4.3053381224031799 0.91654510801488698 3.5477845231692 0.15901545169949532 3.5959870408376062 1.799658445640044 -0.050981615882653458 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4454 86 40 44 266 49 358166 56 4368 358110 334 66 569 112 357776 90 268 150 357686 980 356706 81 47 118 457 66 cat_boundaries=0 6 7 13 19 20 26 cat_threshold=135282720 1082458632 201326608 262145 21504 1034 338 2156396676 16777236 8390657 1080033314 4196608 512 0 1074003968 0 0 0 8 1673 1049600 0 524609 1073741824 0 1024 is_linear=0 shrinkage=0.01 Tree=255 num_leaves=45 num_cat=5 split_feature=3 12 4 2 1 0 4 0 2 5 1 7 9 5 25 3 1 13 0 6 16 2 6 10 11 25 12 4 2 10 0 2 12 3 25 7 3 25 25 9 11 10 2 3 split_gain=2.135e+07 7.19025e+07 1.01161e+08 2.52269e+07 7.02683e+06 9.90661e+06 1.66464e+07 4.62535e+07 1.18404e+07 7.58194e+06 5.54068e+06 5.37354e+06 3.42184e+06 7.44047e+06 3.27933e+06 2.81238e+06 6.91266e+06 1.16412e+07 2.69323e+06 2.31568e+06 1.92387e+06 1.90005e+06 2.60965e+06 2.25961e+06 1.88478e+06 6.80508e+06 4.62924e+07 1.86003e+06 1.1946e+06 1.60481e+06 1.10033e+06 1.2926e+06 1.19883e+06 973576 1.93848e+06 901126 1.94253e+06 974277 814796 638245 312981 207616 205582 126042 threshold=2692.2960000000003 85.539750000000012 1876.5445000000002 2593.0505000000003 132.46500000000003 885.78750000000014 185.38050000000001 2773.7250000000004 778.91025000000013 2763.7525000000005 1097.7209 2690.3565000000003 153.17300000000003 763.31500000000017 0 476.54200000000009 1461.4925000000003 10.875375000000002 1836.963 642.48675000000014 257.71475000000004 1800.6974500000001 987.12000000000012 91.793000000000021 76.483500000000006 1 156.47911999999999 1517.5820000000001 2593.0505000000003 1797.2975000000001 591.40200000000016 60.196000000000005 439.66800000000001 131.57168150000004 2 98.395000000000024 104.20500000000001 3 4 732.3900000000001 398.97365000000008 2855.9890500000006 145.14425000000003 24.191750000000003 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 9 2 2 2 2 2 2 2 2 9 2 2 9 9 2 2 2 2 2 left_child=4 3 -3 12 24 14 7 8 19 11 -10 18 13 42 15 30 20 -18 -8 -7 -17 22 38 -24 28 26 40 33 29 35 32 -32 -6 39 -35 37 -37 -1 -16 -27 43 -31 -2 -26 right_child=1 2 -4 -5 5 6 9 -9 10 -11 -12 -13 -14 -15 21 16 17 -19 -20 -21 -22 -23 23 -25 25 27 -28 -29 -30 41 31 -33 -34 34 -36 36 -38 -39 -40 -41 -42 -43 -44 -45 leaf_value=0.16846203810262173 0.064691862392425539 0.18288163291083442 28.399417279561362 -9.2837313447175198 0.17642887375196412 0.36806109891051336 0.63024731799583567 15.512038446324212 8.7299693632125859 5.3099011117440682 2.2107997234301133 -4.9692221303419633 -1.8052809329032897 7.9997763748168955 -0.38921135893905018 0.88532099328164393 8.4288514894054778 -0.55265625847710509 -1.2505147754124233 3.8183095359802248 -0.61013611204524354 -2.7169314501835751 3.6367371614774067 -0.55548268032073977 -0.23035512737491551 0.052569055729909907 16.504769084453581 -2.2977775824069977 -1.6785564857305482 2.1792147642023423 2.0419442116038899 0.44481010152121719 0.95032418797931406 0.90704184442485147 0.018833802735830987 0.033326744433725006 0.54430961706588055 -0.015587727590618293 0.017950715780370642 0.85097346661137596 1.3131622018814089 0.91458855220249724 1.4249254038929939 0.57739024753570556 leaf_weight=2891 25 27 24 27 3899 168 277 28 32 27 22 22 20 20 551 522 31 27 105 22 103 26 36 20 85 5446 20 32 43 34 71 177 211 426 575 4725 883 337363 3965 102 20 21 20 25 leaf_count=2891 25 27 24 27 3899 168 277 28 32 27 22 22 20 20 551 522 31 27 105 22 103 26 36 20 85 5446 20 32 43 34 71 177 211 426 575 4725 883 337363 3965 102 20 21 20 25 internal_value=0 3.61883 13.4613 -0.862991 -0.0011245 0.255798 1.40183 3.33886 1.94194 0.179394 6.07401 -0.163486 1.81183 2.92479 0.172214 0.348008 0.945339 4.2478 0.113284 0.767564 0.63887 -0.0212285 -0.00594501 2.13952 -0.00865826 0.157074 2.19508 0.107123 -0.0118827 -0.0116756 0.255191 0.902054 0.216159 0.119038 0.406082 -0.0119472 0.113783 -0.0140194 -0.0325495 0.0672477 0.162445 1.69636 0.66924 -0.0467766 internal_weight=0 163 51 112 363033 10342 703 272 244 431 54 404 85 65 9639 5041 683 58 382 190 625 4598 4572 56 352691 6731 150 6581 345960 345917 4358 248 4110 6549 1001 345862 5608 340254 4516 5548 130 55 45 110 internal_count=363196 163 51 112 363033 10342 703 272 244 431 54 404 85 65 9639 5041 683 58 382 190 625 4598 4572 56 352691 6731 150 6581 345960 345917 4358 248 4110 6549 1001 345862 5608 340254 4516 5548 130 55 45 110 cat_boundaries=0 6 10 17 23 29 cat_threshold=1164288 1216610304 202380112 604307968 2114560 2147483683 8404992 0 0 65536 135627264 0 1052672 0 2101248 0 2 0 65536 0 4194336 2688 276828168 2156398592 16842772 8455169 41953314 2048 1032 is_linear=0 shrinkage=0.01 Tree=256 num_leaves=43 num_cat=6 split_feature=3 12 4 2 1 0 4 0 2 5 1 7 24 25 3 1 4 0 6 2 6 11 25 12 2 4 15 2 2 10 3 25 4 3 25 25 3 10 0 11 10 3 split_gain=2.09251e+07 7.04716e+07 9.91477e+07 2.47249e+07 6.88679e+06 9.70953e+06 1.63151e+07 4.53331e+07 1.16047e+07 7.43106e+06 5.43042e+06 5.26661e+06 3.60476e+06 4.33926e+06 3.92589e+06 7.47211e+06 2.9776e+06 2.63963e+06 2.2696e+06 2.21469e+06 2.49715e+06 1.84757e+06 6.66957e+06 4.53712e+07 1.83646e+06 1.82304e+06 1.46888e+06 1.46681e+06 1.17083e+06 1.57288e+06 954729 1.90079e+06 887904 2.2584e+06 839647 611808 572243 711088 461460 306753 203484 123534 threshold=2692.2960000000003 85.539750000000012 1876.5445000000002 2593.0505000000003 132.46500000000003 885.78750000000014 185.38050000000001 2773.7250000000004 778.91025000000013 2763.7525000000005 1097.7209 2690.3565000000003 0 1 476.54200000000009 1461.4925000000003 861.89750000000015 1836.963 642.48675000000014 1800.6974500000001 987.12000000000012 76.483500000000006 2 156.47911999999999 148.17000000000004 1517.5820000000001 663.47250000000008 1800.6974500000001 2593.0505000000003 1797.2975000000001 131.57168150000004 3 508.16875000000005 1107.1660000000004 4 5 642.60925000000009 543.30775000000006 257.57200000000006 398.97365000000008 2855.9890500000006 24.191750000000003 decision_type=2 2 2 2 2 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 9 2 2 9 9 2 2 2 2 2 2 left_child=4 3 -3 16 21 12 7 8 18 11 -10 17 26 14 27 -16 24 -8 -7 20 -15 28 23 39 -2 30 36 -14 29 32 35 -32 34 -34 -1 -24 37 -6 -38 41 -31 -23 right_child=1 2 -4 -5 5 6 9 -9 10 -11 -12 -13 13 19 15 -17 -18 -19 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 40 31 -33 33 -35 -36 -37 38 -39 -40 -41 -42 -43 leaf_value=0.1811209844448457 2.0151282320916653 0.18105266782972548 28.115423949559531 -9.1908944589120374 -0.33970494447634536 0.36438052844433555 0.62394485111271003 15.356917135034289 8.6426696705818173 5.2568021032545298 2.1886918467825107 -4.9195299001173538 0.34373564210913671 -0.016201726616563682 0.84774535314402766 4.7700415866779835 4.3945826967831314 -1.2380096190770469 3.7801263722506433 -3.3237409553527835 2.189418988594642 -0.22805157964369829 0.24855008192285144 16.3397217502594 -1.6442225098485748 -2.2747998180240394 -2.8077309867858888 -2.0861307952880859 -1.6617708494496901 2.1574226385004383 0.89817945045615566 0.018648685193851461 0.22230814132599477 3.4660431254993784 -0.013902844120171801 0.0059466870340142523 -0.35092230672421665 1.4056687770287195 -2.2784750613459837 1.300030590057373 0.90544269198463068 0.57161634187698362 leaf_weight=2212 32 27 24 27 852 168 277 28 32 27 22 22 3965 3992 581 53 29 105 22 20 52 85 1376 20 24 32 25 25 43 34 426 575 881 22 342747 4172 23 24 27 20 21 25 leaf_count=2212 32 27 24 27 852 168 277 28 32 27 22 22 3965 3992 581 53 29 105 22 20 52 85 1376 20 24 32 25 25 43 34 426 575 881 22 342747 4172 23 24 27 20 21 25 internal_value=0 3.58264 13.3266 -0.854362 -0.00111307 0.253236 1.38782 3.30547 1.92252 0.1776 6.01327 -0.161851 0.170488 0.2344 0.443701 1.17563 1.79371 0.112151 0.759888 -0.00424701 0.0121594 -0.00857137 0.155517 2.17313 0.446835 0.106066 -0.411525 0.328511 -0.0117639 -0.0115588 0.117862 0.402114 -0.0118277 0.301336 -0.0126474 0.0665752 -0.351277 -0.291886 -1.3918 0.16082 1.67939 -0.0463089 internal_weight=0 163 51 112 363033 10342 703 272 244 431 54 404 9639 8688 4624 634 85 382 190 4064 4044 352691 6731 150 56 6581 951 3990 345960 345917 6549 1001 345862 903 344959 5548 926 876 50 130 55 110 internal_count=363196 163 51 112 363033 10342 703 272 244 431 54 404 9639 8688 4624 634 85 382 190 4064 4044 352691 6731 150 56 6581 951 3990 345960 345917 6549 1001 345862 903 344959 5548 926 876 50 130 55 110 cat_boundaries=0 1 7 11 18 24 31 cat_threshold=128 1164288 1216610816 202904400 67437056 2114560 2147483683 8404992 0 0 65536 135627264 0 1052672 0 2101248 0 2 0 0 0 4194336 2688 268439552 1049632 201688648 1573904 68157441 17408 1153 2 is_linear=0 shrinkage=0.01 Tree=257 num_leaves=48 num_cat=5 split_feature=3 12 4 2 1 0 4 0 2 0 15 1 12 24 24 25 3 1 9 1 1 8 6 2 6 11 25 9 4 15 2 26 2 10 3 25 7 3 8 9 3 10 0 26 10 15 11 split_gain=2.05087e+07 6.90692e+07 9.71746e+07 2.42328e+07 6.74972e+06 9.51631e+06 1.59904e+07 4.4431e+07 1.13738e+07 6.45232e+06 1.05463e+07 5.32236e+06 4.71421e+06 3.68385e+06 3.53303e+06 4.25291e+06 3.84776e+06 7.32342e+06 3.35842e+06 5.0214e+06 2.87171e+06 2.76899e+06 2.22444e+06 2.17062e+06 2.44746e+06 1.81119e+06 6.53673e+06 4.44889e+07 1.78679e+06 1.43965e+06 1.43762e+06 1.2749e+06 1.14753e+06 1.54158e+06 936220 1.86383e+06 881168 1.90031e+06 964588 625517 560856 696938 452277 246397 199435 89797.8 117782 threshold=2692.2960000000003 85.539750000000012 1876.5445000000002 2593.0505000000003 132.46500000000003 885.78750000000014 185.38050000000001 2773.7250000000004 778.91025000000013 1836.963 1069.0300000000002 1097.7209 176.90250000000003 0 1 2 476.54200000000009 1461.4925000000003 153.17300000000003 629.11000000000013 860.12500000000011 1548.5050000000003 642.48675000000014 1800.6974500000001 987.12000000000012 76.483500000000006 3 156.72000000000003 1517.5820000000001 663.47250000000008 1800.6974500000001 2022.5000000000002 2593.0505000000003 1797.2975000000001 131.57168150000004 4 98.395000000000024 104.20500000000001 1926.0125000000005 732.3900000000001 642.60925000000009 543.30775000000006 257.57200000000006 2022.5000000000002 2855.9890500000006 4.7170199999999998 323.67825000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 9 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 2 2 2 2 left_child=4 3 -3 18 25 14 7 8 22 10 13 -10 20 -8 29 16 30 -18 19 31 -11 -14 -7 24 -17 32 27 45 34 40 -16 -2 33 36 39 -36 38 -38 -1 -28 41 -6 -42 -34 -35 46 -27 right_child=1 2 -4 -5 5 6 9 -9 11 12 -12 -13 21 -15 15 23 17 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31 -32 -33 43 44 35 -37 37 -39 -40 -41 42 -43 -44 -45 -46 -47 -48 leaf_value=-0.013958515687967091 2.5998949686686199 0.17924239971019604 27.834269092082977 -9.0989852340133108 -0.33630789987808485 0.36073670503639038 1.7492614119875749 15.203348626409259 8.5562428593635556 2.5731728907993863 6.605801542917888 2.1668048748103055 -5.2550270419120784 -0.56676793081037113 0.34029828150215247 -0.016039711182772785 0.83926790222807723 4.722340990462393 -1.8076587060429157 7.0475158805847178 -1.5813737366839151 -0.7708135618482318 3.742325267791748 -3.2905034446716308 2.1675247999338003 0.10877666400766922 0.051382511967865446 16.179538113594056 -2.2520518204197288 -2.7796536602020261 -2.0652695159912109 -0.77398167848587041 -0.83338356781005862 2.1358484324286966 0.88940368043036644 0.018465385570740091 0.033043539606937497 0.53844313051462989 1.4037305080890656 0.84178584666813128 -0.34741310202557107 1.3916120402018228 -2.2556903109727084 -2.3510399088652241 0.89638833000546414 -0.44005890698659988 0.92777102990583948 leaf_weight=340206 24 27 24 27 852 168 103 28 32 28 30 22 40 168 3965 3992 581 53 20 20 41 21 22 20 52 87 5446 20 32 25 25 21 20 34 426 575 4725 883 48 102 23 24 27 23 21 21 22 leaf_count=340206 24 27 24 27 852 168 103 28 32 28 30 22 40 168 3965 3992 581 53 20 20 41 21 22 20 52 87 5446 20 32 25 25 21 20 34 426 575 4725 883 48 102 23 24 27 23 21 21 22 internal_value=0 3.54681 13.1934 -0.845818 -0.00110157 0.250704 1.37394 3.27242 1.9033 0.175824 0.97992 5.95314 -1.68597 0.357129 0.168783 0.232056 0.439264 1.16388 1.77578 2.87837 0.104529 -3.71128 0.752289 -0.00420454 0.0120378 -0.00848528 0.153979 2.1514 0.105023 -0.40741 0.325226 1.02542 -0.0116462 -0.0114431 0.116701 0.398184 -0.0117093 0.112621 -0.0137585 0.0659141 -0.347764 -0.288968 -1.37788 -1.64515 1.6626 0.158718 0.274078 internal_weight=0 163 51 112 363033 10342 703 272 244 431 301 54 130 271 9639 8688 4624 634 85 65 69 61 190 4064 4044 352691 6731 150 6581 951 3990 45 345960 345917 6549 1001 345862 5608 340254 5548 926 876 50 43 55 130 109 internal_count=363196 163 51 112 363033 10342 703 272 244 431 301 54 130 271 9639 8688 4624 634 85 65 69 61 190 4064 4044 352691 6731 150 6581 951 3990 45 345960 345917 6549 1001 345862 5608 340254 5548 926 876 50 43 55 130 109 cat_boundaries=0 1 2 8 12 19 cat_threshold=1122 128 1164288 1216610816 202904400 67437056 2114560 2147483683 8404992 0 0 65536 135627264 0 1052672 0 2101248 0 2 is_linear=0 shrinkage=0.01 Tree=258 num_leaves=47 num_cat=5 split_feature=3 4 9 7 1 0 4 0 2 0 2 1 4 24 25 3 1 1 4 2 6 2 6 11 25 9 4 7 2 14 2 7 25 7 8 3 25 0 3 3 17 9 26 8 13 11 split_gain=2.01006e+07 2.98806e+07 1.59858e+07 9.45027e+06 6.61598e+06 9.32957e+06 1.56694e+07 4.35468e+07 1.11475e+07 6.3258e+06 7.53342e+06 5.21644e+06 4.26611e+06 3.46272e+06 4.16828e+06 3.77119e+06 7.17768e+06 3.03851e+06 2.77472e+06 2.41369e+06 2.18017e+06 2.12743e+06 2.39875e+06 1.77544e+06 6.40656e+06 4.36036e+07 1.75125e+06 1.55086e+06 1.40902e+06 1.16414e+06 1.1247e+06 1.0409e+06 1.71242e+06 2.86077e+06 1.11122e+06 918095 1.82759e+06 906817 792327 740516 797826 613069 241494 122003 82099.1 19559.9 threshold=2692.2960000000003 2632.2792750000003 351.16025000000008 111.36450000000001 132.46500000000003 885.78750000000014 185.38050000000001 2773.7250000000004 778.91025000000013 1836.963 1800.6974500000001 1097.7209 1876.5445000000002 0 1 476.54200000000009 1461.4925000000003 629.11000000000013 480.16275000000002 299.06050000000005 642.48675000000014 1800.6974500000001 987.12000000000012 76.483500000000006 2 156.72000000000003 1517.5820000000001 1489.0961200000002 1800.6974500000001 901.40207500000008 2593.0505000000003 397.76814000000007 3 1282.0428000000002 1926.0125000000005 131.57168150000004 4 746.42750000000012 109.37530000000002 802.00500000000011 575.66150000000016 732.3900000000001 2022.5000000000002 2877.4750000000008 33.274025000000009 106.43800000000002 decision_type=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 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=4 2 3 17 23 13 7 8 20 10 18 -10 19 29 15 28 -17 -2 -8 -11 -7 22 -16 30 25 44 35 -4 -15 39 31 34 33 -33 37 41 -37 -1 -34 40 -6 -26 -32 -36 45 -25 right_child=1 -3 27 -5 5 6 9 -9 11 12 -12 -13 -14 14 21 16 -18 -19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31 42 32 38 -35 43 36 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=-0.011895794625899712 -0.22062454223632813 11.145818643325414 -2.1239161582589152 8.7406086914062495 -0.34077410778687273 0.35712933134464991 -1.0505641388631128 15.051315435341426 8.4706806015968326 -3.2043289311726886 5.0709604204618008 2.1451369211890481 -4.4362562067080766 0.33689530271721102 -0.015879312101882214 0.83087522230337085 4.6751176438241639 4.5734951477050787 1.1108682433345862 0.49155224835694727 3.7049019154635339 -3.2575985412597657 2.1458495624248797 -0.19872401781082155 0.050868686929155651 16.017742732524873 -2.2295312852784992 -6.062015489578247 -2.0446168090820316 -2.6811511937054724 -0.82504966735839846 0.66953407623917582 -0.048004224526087443 4.0752697917393279 1.7783520970200046 0.88071362585922996 0.018283886601782255 -0.41039037247637772 0.73737591565039851 -1.7208547168028983 1.6793071608543397 0.83336797348424496 -2.3275295100004776 0.84130676746368405 0.72966412635076605 0.11990615002456165 leaf_weight=344148 39 39 20 25 871 168 91 28 32 24 39 22 39 3965 3992 581 53 20 171 67 22 20 52 25 5446 20 32 20 25 22 20 207 750 28 33 426 575 572 155 38 20 102 23 24 21 84 leaf_count=344148 39 39 20 25 871 168 91 28 32 24 39 22 39 3965 3992 581 53 20 171 67 22 20 52 25 5446 20 32 20 25 22 20 207 750 28 33 426 575 572 155 38 20 102 23 24 21 84 internal_value=0 3.51134 1.11018 3.58787 -0.00108997 0.248208 1.36037 3.2397 1.88426 0.17434 0.970514 5.89361 -1.66911 0.167095 0.229735 0.434871 1.15224 1.4045 0.360142 -0.483186 0.744766 -0.0041625 0.0119174 -0.00840017 0.152453 2.12989 0.103987 -4.09297 0.321974 -0.403336 -0.0115297 -0.0113287 0.290343 1.03143 -0.0123262 0.115548 0.394293 -0.012557 0.0855629 -0.353736 -0.29543 0.0652549 -1.6287 1.38381 0.15713 0.0468258 internal_weight=0 163 124 84 363033 10342 703 272 244 431 301 54 130 9639 8688 4624 634 59 262 91 190 4064 4044 352691 6731 150 6581 40 3990 951 345960 345917 1140 235 344777 6549 1001 344720 905 929 891 5548 43 57 130 109 internal_count=363196 163 124 84 363033 10342 703 272 244 431 301 54 130 9639 8688 4624 634 59 262 91 190 4064 4044 352691 6731 150 6581 40 3990 951 345960 345917 1140 235 344777 6549 1001 344720 905 929 891 5548 43 57 130 109 cat_boundaries=0 1 7 11 15 22 cat_threshold=128 1164288 1216610816 202904400 67437056 2114560 2147483683 8404992 0 0 65536 32768 262144 0 1073741824 135627264 0 1052672 0 2101248 0 2 is_linear=0 shrinkage=0.01 Tree=259 num_leaves=45 num_cat=12 split_feature=3 12 4 6 0 25 0 3 15 0 8 24 3 9 4 8 14 0 3 25 3 7 25 7 14 4 0 24 25 7 16 7 24 0 4 4 25 25 6 24 24 24 5 5 split_gain=1.97006e+07 6.77152e+07 9.47415e+07 2.26421e+07 6.15439e+06 6.46049e+06 1.21572e+07 5.53021e+07 5.54025e+06 4.97804e+06 4.74862e+06 4.70214e+06 3.85333e+06 3.38296e+06 1.86409e+06 4.02976e+06 1.9073e+06 1.82428e+06 1.70577e+06 2.38303e+06 3.63043e+07 1.7344e+06 2.67157e+06 5.35247e+06 1.60133e+06 1.37966e+06 1.33327e+06 1.20028e+06 832916 817932 779700 1.42089e+06 597190 592624 2.81501e+06 1.83708e+06 477803 428836 722585 631211 425171 400239 353333 260219 threshold=2692.2960000000003 85.539750000000012 1876.5445000000002 1913.0125000000005 175.70850000000002 0 2773.7250000000004 292.91330000000005 1797.3406500000003 2773.7250000000004 1926.0125000000005 1 407.24088000000006 16.268497500000002 1115.3337000000004 514.22900000000016 1012.3383000000001 1836.963 14.222000000000001 2 17.811866500000004 91.47790000000002 3 397.76814000000007 1298.1175000000001 678.56500000000017 988.99750000000006 4 5 2690.3565000000003 384.53275000000002 13.254200000000003 6 87.006000000000014 42.984437500000006 258.76800000000009 7 8 1913.0125000000005 9 10 11 1121.68056 45.455100000000009 decision_type=2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 1 9 2 2 2 1 2 2 2 9 9 2 1 1 1 2 2 left_child=4 3 -3 13 18 6 8 -8 11 10 14 17 -13 26 16 -16 -7 -6 28 20 -20 30 23 -23 -24 27 -2 -22 33 36 32 -32 -21 37 40 -36 42 39 -39 -1 -35 -38 -30 -11 right_child=1 2 -4 -5 5 9 7 -9 -10 43 -12 12 -14 -15 15 -17 -18 -19 19 21 25 22 24 -25 -26 -27 -28 -29 29 -31 31 -33 -34 34 35 -37 41 38 -40 -41 -42 -43 -44 -45 leaf_value=-0.092604256993657472 1.560598456360573 0.17759496264987523 27.484206503431 -9.2607583860397344 -0.059924811148460329 0.02045288040102896 12.248935376544333 -4.1952026567703635 5.1219671366764956 -3.2416544545888901 3.9911533328794664 0.50189571109955 1.5046068667307979 -2.0720949211120607 2.8126899770280005 -0.96218324153981316 2.0656373944489852 -2.3036514417748704 13.259879408316179 0.065174147087666223 1.0392258611131222 0.3982598519124223 0.10251195652990333 2.4657626007862237 -2.224486675898234 2.3720575173695884 4.502696730295817 0.033351840805478081 0.0065156860369376115 2.0039812965393065 1.6198354546669163 -0.6063971604241265 -0.036027839839206134 0.59578954019788966 4.8345783953233203 0.87242243118286122 -0.0027454474379124574 0.021224626743373193 1.9229304151535036 0.27510169621077735 -0.14299164530545347 -0.032043202051031006 0.98403836636929898 -1.8876389364762738 leaf_weight=656 43 27 24 25 781 5230 43 39 26 40 31 1686 496 20 71 47 46 38 22 12202 131 845 2075 147 30 30 24 767 59134 20 79 45 11151 108 22 25 62694 20294 20 1599 223 182081 37 22 leaf_count=656 43 27 24 25 781 5230 43 39 26 40 31 1686 496 20 71 47 46 38 22 12202 131 845 2075 147 30 30 24 767 59134 20 79 45 11151 108 22 25 62694 20294 20 1599 223 182081 37 22 internal_value=0 3.47623 13.0278 -0.873129 -0.00107883 0.263309 0.626612 4.42794 0.525706 0.0562121 0.0885147 0.485885 0.726497 1.53711 0.0660857 1.30914 0.0382843 -0.162051 -0.0074909 0.0681143 0.557629 0.0503857 0.272836 0.697601 0.0690202 0.262507 2.61448 0.192033 -0.0138564 -0.018242 0.0210623 0.811928 0.0168629 0.0442267 0.436924 2.72705 -0.0183757 0.0376692 0.0230856 0.168196 0.111741 -0.0245396 0.00712573 -2.7612 internal_weight=0 163 51 112 363033 8596 3109 82 3027 5487 5425 3001 2182 87 5394 118 5276 819 354437 27524 950 26574 3097 992 2105 928 67 898 326913 303966 23477 124 23353 22947 378 47 303946 22569 20314 2255 331 244775 59171 62 internal_count=363196 163 51 112 363033 8596 3109 82 3027 5487 5425 3001 2182 87 5394 118 5276 819 354437 27524 950 26574 3097 992 2105 928 67 898 326913 303966 23477 124 23353 22947 378 47 303946 22569 20314 2255 331 244775 59171 62 cat_boundaries=0 6 7 12 18 19 25 26 33 39 40 41 42 cat_threshold=9552896 142606848 67108880 1077936128 4198464 1066 672 8388608 98304 64 100729344 4195328 203489284 1207959584 256 0 20480 2147484672 36 1073741824 1376324 65729 1148583984 134784 1352683560 880 536887300 151519280 2424311296 2181046274 285536272 2148532227 3 0 0 0 4194336 2048 276828168 1200 1542 7 is_linear=0 shrinkage=0.01 Tree=260 num_leaves=35 num_cat=4 split_feature=1 0 7 6 3 0 3 25 7 2 8 0 0 2 7 21 6 14 25 1 0 8 3 4 2 25 11 19 8 2 0 25 5 7 split_gain=2.35335e+07 6.24492e+07 5.25155e+07 9.13154e+06 1.08595e+07 8.30415e+06 7.64781e+06 1.35089e+07 3.70647e+07 5.10316e+07 1.3746e+07 4.97551e+06 5.46241e+06 6.82428e+06 4.52089e+06 4.25171e+06 3.58664e+06 3.84725e+06 3.03385e+06 2.96559e+06 2.89282e+06 4.11929e+06 2.55581e+06 2.45819e+06 1.58096e+06 3.8556e+06 3.49848e+07 1.48391e+06 1.37228e+06 852750 1.45019e+06 650520 868514 321598 threshold=2779.5510000000008 2773.7250000000004 148.25225000000003 1913.0125000000005 642.60925000000009 1266.1895000000002 1107.1660000000004 0 1489.0961200000002 957.78375000000017 2877.4750000000008 2773.7250000000004 249.87000000000003 2593.0505000000003 1282.0428000000002 15.898500000000002 1295.575 96.188500000000019 1 175.09550000000004 1501.0951200000002 1128.2175000000002 1854.9329420000001 784.4625000000002 26.602500000000003 2 60.226950000000009 425.06250000000006 818.62500000000011 48.756000000000007 137.97000000000003 3 710.99890000000016 159.994 decision_type=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 9 2 2 2 2 2 9 2 2 left_child=6 3 -3 4 29 -6 11 8 20 -10 14 12 24 16 15 22 18 -18 -14 -13 21 23 -9 -8 31 26 -26 -27 -16 30 -2 33 -33 -1 right_child=1 2 -4 -5 5 -7 7 10 9 -11 -12 19 13 -15 28 -17 17 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31 -32 32 -34 -35 leaf_value=0.030794745973778691 -0.50064834594726559 1.4887624511718749 23.042429021688609 -6.1299071249961861 9.6161433065505246 0.82468840078874073 0.28650156482060751 1.0616306040182217 1.7704528096516927 21.568976133595342 -7.5377168145387063 -1.0704103010495505 0.52240375096049241 5.7419669068377948 -3.980236765421354 5.2241410350799562 3.3321265688809483 -0.40197828248489736 0.04661838933781489 -4.9211203339099887 -1.6699475164974436 5.7888655133247378 -0.61221082636039625 3.2984590786525185 0.30585987587948499 0.051478864612604494 13.999235026836395 1.0271369524290608 -0.84139979807535814 0.33241643601655957 -4.1466646652221684 -0.017287474498776382 0.49834966298637046 0.2603832438233466 leaf_weight=24048 24 20 26 20 21 22 120 273 30 23 23 60 2303 23 26 20 77 43 3207 30 34 20 137 35 278 22013 20 157 30 20 20 308968 327 626 leaf_count=24048 24 20 26 20 21 22 120 273 30 23 23 60 2303 23 26 20 77 43 3207 30 34 20 137 35 278 22013 20 157 30 20 20 308968 327 626 internal_value=0 3.68822 13.6713 0.0723109 1.2316 5.11819 -0.000912338 0.993988 2.78686 10.3623 0.0160683 -0.00303026 -0.00244591 0.305969 0.373883 0.721942 0.283762 1.99407 0.246514 -2.35398 0.999164 1.51773 0.502323 0.966621 -0.0073373 0.0738596 1.18511 0.0583618 -2.29872 -1.3797 -2.15793 -0.0127999 -0.0167418 0.0366048 internal_weight=0 173 46 127 107 43 362951 771 262 53 509 362180 362090 5653 486 430 5630 120 5510 90 209 175 410 155 356437 22468 298 22170 56 64 44 333969 309295 24674 internal_count=363124 173 46 127 107 43 362951 771 262 53 509 362180 362090 5653 486 430 5630 120 5510 90 209 175 410 155 356437 22468 298 22170 56 64 44 333969 309295 24674 cat_boundaries=0 6 12 18 24 cat_threshold=32768 64 256 0 0 1024 78939680 8390144 100663296 37814272 6307840 2147483722 2155872256 0 0 262144 0 32 536870916 1146916 276824133 2252342048 272640128 278406664 is_linear=0 shrinkage=0.01 Tree=261 num_leaves=35 num_cat=3 split_feature=1 0 9 6 8 0 0 1 7 5 25 6 0 0 26 16 2 0 8 2 1 16 19 16 25 4 1 2 7 25 9 26 8 26 split_gain=2.30652e+07 6.12064e+07 9.53581e+07 8.94982e+06 1.01208e+07 7.51843e+06 8.69341e+06 8.56081e+06 7.88246e+06 2.57937e+07 6.4537e+06 1.47317e+07 4.69568e+06 4.68266e+06 4.84477e+06 4.58414e+06 6.54876e+06 3.7238e+06 5.78602e+06 3.19982e+06 2.88905e+06 3.37713e+06 2.63052e+06 3.70743e+06 2.31114e+06 2.29697e+06 1.52077e+06 3.72619e+06 1.48225e+06 812842 2.76386e+06 725864 213053 43356.4 threshold=2779.5510000000008 2773.7250000000004 149.28375000000003 1913.0125000000005 652.05450000000008 2773.7250000000004 591.40200000000016 1891.4572200000002 2690.3565000000003 658.22750000000008 0 1.5169395000000003 746.42750000000012 1114.9175000000002 2022.5000000000002 295.86000000000007 1800.6974500000001 1501.0951200000002 81.197500000000005 70.646704000000014 166.66900000000001 1545.0000000000002 216.76770000000005 1159.9970000000001 1 1115.3337000000004 13.870700000000001 547.57500000000016 654.14525000000003 2 365.76300000000003 2022.5000000000002 3.4411499999999999 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 9 2 2 2 2 9 2 2 2 2 left_child=5 3 -3 4 13 6 8 10 19 32 11 12 -8 14 -2 16 26 18 -9 29 28 -22 24 -24 -21 -13 33 -28 -12 30 -1 -31 -10 -7 right_child=1 2 -4 -5 -6 15 7 17 9 -11 20 25 -14 -15 -16 -17 -18 -19 -20 22 21 -23 23 -25 -26 -27 27 -29 -30 31 -32 -33 -34 -35 leaf_value=0.031610072212916625 3.6818086164137895 29.243977864583336 0.33864431762695313 -6.0686080250740053 7.6337365243434911 -0.51800086712015092 8.5314852958679204 9.1359450276692709 -1.4099369970957438 12.921651504516602 -0.18100096150356179 0.33827829271833471 3.6324904695616831 -4.3682076708475748 -1.7393764991313219 2.069850778579712 -7.8918226076209033 1.0056253495583167 2.0360473025928845 0.65896623699527768 0.82897922543684643 -2.9007064228057864 0.64565302881999498 4.0927434163935041 0.088062171863884361 -3.3538179368972778 -6.1814986194263808 -0.21759308433532717 1.5897231580257414 0.0002348274234096308 1.0000198735356731 -0.029909992781029477 -0.012445896148681641 -1.1067110044305974 leaf_weight=26707 34 21 25 20 20 29 25 24 24 20 867 107 90 21 32 20 23 26 22 741 840 25 379 34 12982 20 22 20 50 159676 298 159838 20 22 leaf_count=26707 34 21 25 20 20 29 25 24 24 20 867 107 90 21 32 20 23 26 22 741 840 25 379 34 12982 20 22 20 50 159676 298 159838 20 22 internal_value=0 3.65134 13.5346 0.0715878 1.21929 -0.000903058 -2.18743e-05 0.642135 -0.0037532 3.5054 0.521598 2.02115 4.69749 -0.255298 1.05336 -2.35169 -3.11402 4.03058 5.74034 -0.00437592 0.304901 0.721185 0.143099 0.929433 0.119434 -0.243154 -1.93241 -3.34154 -0.0844511 -0.010392 0.0422808 -0.0148448 -0.774714 -0.771954 internal_weight=0 173 46 127 107 362951 362815 2096 360719 64 2024 242 115 87 66 136 116 72 46 360655 1782 865 14136 413 13723 127 93 42 917 346519 27005 319514 44 51 internal_count=363124 173 46 127 107 362951 362815 2096 360719 64 2024 242 115 87 66 136 116 72 46 360655 1782 865 14136 413 13723 127 93 42 917 346519 27005 319514 44 51 cat_boundaries=0 6 12 19 cat_threshold=1049088 0 0 0 16384 2147483648 2097184 134283264 67108864 328192 4211200 1058 545259652 98308 69 2252350240 272664705 277873224 1 is_linear=0 shrinkage=0.01 Tree=262 num_leaves=36 num_cat=4 split_feature=1 0 7 6 8 0 0 24 25 6 5 7 5 5 2 8 0 16 2 6 1 8 2 19 16 14 2 0 11 1 2 0 25 25 8 split_gain=2.26062e+07 5.99884e+07 5.25704e+07 8.77172e+06 9.91936e+06 7.36881e+06 8.52041e+06 9.2039e+06 9.63542e+06 1.26086e+07 9.82228e+06 7.7256e+06 2.52804e+07 7.1281e+06 5.68816e+06 5.43439e+06 4.58948e+06 4.49291e+06 6.41844e+06 4.02868e+06 3.34991e+06 4.79339e+06 3.13636e+06 2.57814e+06 3.63366e+06 2.39922e+06 2.17827e+06 3.12535e+06 1.75114e+06 1.49051e+06 3.65204e+06 795862 3.01928e+06 655494 208813 threshold=2779.5510000000008 2773.7250000000004 148.25225000000003 1913.0125000000005 652.05450000000008 2773.7250000000004 591.40200000000016 0 1 1.5169395000000003 1874.1882800000003 2690.3565000000003 658.22750000000008 1874.1882800000003 669.1825 1329.5732400000002 1114.9175000000002 295.86000000000007 1800.6974500000001 642.48675000000014 1256.4300000000001 237.38350000000003 70.646704000000014 216.76770000000005 1159.9970000000001 1867.1242800000002 187.69100000000003 137.97000000000003 826.40400000000011 13.870700000000001 547.57500000000016 3.1710000000000007 2 3 3.4411499999999999 decision_type=2 2 2 2 2 2 2 1 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 9 2 left_child=5 3 -3 4 16 6 11 13 9 14 15 22 34 20 -9 -10 26 18 29 -11 28 -22 31 25 -25 -24 27 -2 -8 -7 -31 33 -33 -1 -13 right_child=1 2 -4 -5 -6 17 7 8 10 19 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 30 -32 32 -34 -35 -36 leaf_value=0.042941354169874602 2.1310424511249249 1.2103410797119141 22.775266028184156 -6.0079219743013379 7.5573991636633879 -0.76423462886436311 -0.30765301950501672 4.1948886796271454 0.39970892188554985 -0.75256681818711135 5.6869477048673129 -1.3958376471201579 12.792434875488283 -5.5768222882197449 9.8062252807617192 3.9777854079549964 -4.3245255443028041 2.0491522527337076 -7.8129044690339464 2.9720215933373635 -0.66114346675872815 5.7389864737337293 0.12389346140547991 0.63919649931639044 4.0518159597060261 -2.9768171875 3.797987227506936 -3.1270309448242188 -2.8008783632914227 -6.1196835257790303 -0.21541711807250977 0.61399075358730115 0.018892481760400214 -0.019338609160039041 -0.012321418762207031 leaf_weight=17939 26 20 26 20 20 51 462 101 1203 76 38 24 20 26 22 44 21 20 23 47 25 22 13698 379 34 25 20 20 30 22 20 862 38357 289361 20 leaf_count=17939 26 20 26 20 20 51 462 101 1203 76 38 24 20 26 22 44 21 20 23 47 25 22 13698 379 34 25 20 20 30 22 20 862 38357 289361 20 internal_value=0 3.61482 13.3992 0.0708719 1.2071 -0.000893821 -2.14495e-05 0.635714 1.03432 2.81996 0.673341 -0.00371547 3.47035 -0.454661 5.19854 0.52596 -0.252745 -2.32817 -3.08288 0.67065 -0.216017 2.33466 -0.00433195 0.141673 0.920139 0.118245 1.04282 -0.155076 -0.459679 -1.91309 -3.30813 -0.0102881 0.0321336 -0.0157022 -0.766967 internal_weight=0 173 46 127 107 362951 362815 2096 1531 246 1285 360719 64 565 123 1247 87 136 116 123 539 47 360655 14136 413 13723 66 46 492 93 42 346519 39219 307300 44 internal_count=363124 173 46 127 107 362951 362815 2096 1531 246 1285 360719 64 565 123 1247 87 136 116 123 539 47 360655 14136 413 13723 66 46 492 93 42 346519 39219 307300 44 cat_boundaries=0 1 7 13 20 cat_threshold=897 1049088 0 16 0 2113536 2147483648 8388608 0 64 37748736 4194432 1568 1610612864 1146884 276889605 2252350240 272762880 278405640 1 is_linear=0 shrinkage=0.01 Tree=263 num_leaves=34 num_cat=9 split_feature=1 0 11 3 24 18 2 14 0 0 2 17 2 3 2 24 25 1 24 5 5 2 2 25 11 19 26 24 25 25 25 3 26 split_gain=2.21564e+07 5.87947e+07 3.92304e+07 7.3783e+06 1.47045e+07 5.17966e+07 6.83258e+06 7.40755e+06 4.70552e+06 5.17508e+06 6.63768e+06 3.90195e+06 9.08221e+06 1.17844e+07 3.82729e+06 3.41065e+06 3.74702e+06 2.85679e+06 2.63842e+06 4.83604e+06 2.60732e+06 1.59906e+06 1.48818e+06 3.77127e+06 3.42825e+07 1.40916e+06 1.27776e+06 638236 2.59032e+06 813419 558866 350493 62.4399 threshold=2779.5510000000008 2773.7250000000004 67.329000000000022 1107.1660000000004 0 11.255100000000001 2593.0505000000003 1867.1242800000002 2773.7250000000004 249.87000000000003 2593.0505000000003 35.9656175 1800.6974500000001 642.60925000000009 863.30000000000007 1 2 175.09550000000004 3 911.29109000000005 1287.5327000000002 299.06050000000005 26.602500000000003 4 60.226950000000009 425.06250000000006 2022.5000000000002 5 6 7 8 1471.8415000000002 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 9 2 1 2 2 2 2 9 2 2 2 1 9 9 9 2 2 left_child=3 11 -3 8 5 14 7 18 9 22 15 12 13 26 21 30 -17 32 19 -6 -20 31 27 24 -24 -25 -2 28 -1 -29 -11 -5 -10 right_child=1 2 -4 4 6 -7 -8 -9 17 10 -12 -13 -14 -15 -16 16 -18 -19 20 -21 -22 -23 23 25 -26 -27 -28 29 -30 -31 -32 -33 -34 leaf_value=0.14087916237557449 -3.2315375845772878 21.364764146071217 2.7358108673095707 0.22219998314267111 0.31413100547179945 19.067374146461486 -3.6581653060913086 5.8308260253759538 -1.01923402150472 -1.0185826376196625 5.6589580660280978 3.7013785771528882 -6.021053494262695 6.5646368204116827 4.5202477566949248 1.3769484259897755 0.28098635598465022 -4.8088481396933398 0.55453706643249423 -3.2116667033176798 2.9513190946039165 -2.0291286910663953 0.30018161401259813 0.049587076331107871 13.855420656204224 1.0003544148518022 -0.12115526123046876 0.05556219158840623 -0.01218097025439906 -0.024899771641742362 -0.27222992828551762 1.918552610298683 -1.039636615753174 leaf_weight=13023 28 26 20 21 164 20 40 26 30 144 23 24 25 25 29 326 4794 30 316 51 53 22 278 22013 20 157 25 13266 72913 234767 366 29 30 leaf_count=13023 28 26 20 21 164 20 40 26 30 144 23 24 25 25 29 326 4794 30 316 51 53 22 278 22013 20 157 25 13266 72913 234767 366 29 30 internal_value=0 3.57868 13.2652 -0.000884702 0.976328 4.03128 0.34038 0.60816 -0.00296497 -0.0023967 0.297797 0.0701633 -0.775945 0.905179 1.45298 0.275896 0.353316 -2.28924 0.375644 -0.499011 0.875076 0.217547 -0.0071577 0.0716207 1.17065 0.0562947 -1.76438 -0.0124576 0.0110279 -0.0205942 -0.4985 1.20608 -1.02944 internal_weight=0 173 46 362951 771 121 650 610 362180 362090 5653 127 103 78 101 5630 5120 90 584 215 369 72 356437 22468 298 22170 53 333969 85936 248033 510 50 60 internal_count=363124 173 46 362951 771 121 650 610 362180 362090 5653 127 103 78 101 5630 5120 90 584 215 369 72 356437 22468 298 22170 53 333969 85936 248033 510 50 60 cat_boundaries=0 1 2 8 9 15 16 22 29 32 cat_threshold=2064 128 67125760 0 67108864 4259840 4210688 10 393 2155872256 0 0 262144 0 32 7 1081344 2129988 2147488001 3221430818 4205570 268502024 1610612864 1376256 268501188 106955520 285346464 1597992 1 32768 0 4368 is_linear=0 shrinkage=0.01 Tree=264 num_leaves=35 num_cat=3 split_feature=1 0 9 6 3 0 3 24 18 8 10 6 15 0 0 2 2 6 4 24 24 1 6 4 2 8 5 5 4 21 0 2 0 3 split_gain=2.17154e+07 5.76246e+07 9.37952e+07 8.581e+06 1.04935e+07 8.10309e+06 7.23147e+06 1.44119e+07 5.07659e+07 9.07436e+06 5.09035e+06 7.09544e+06 5.85818e+06 4.61188e+06 5.07231e+06 6.50557e+06 3.75113e+06 3.48573e+06 3.68421e+06 3.51945e+06 3.37708e+06 2.79994e+06 1.96223e+06 1.87548e+06 1.56724e+06 1.524e+06 1.23453e+06 1.22753e+06 2.14702e+06 858034 838590 797742 1.37135e+06 343518 threshold=2779.5510000000008 2773.7250000000004 149.28375000000003 1913.0125000000005 642.60925000000009 1266.1895000000002 1107.1660000000004 0 11.255100000000001 2877.4750000000008 1105.5920000000003 1295.575 485.12750000000005 2773.7250000000004 249.87000000000003 2593.0505000000003 863.30000000000007 1295.575 480.16275000000002 1 2 175.09550000000004 889.19240000000013 202.85550000000003 299.06050000000005 119.60205350000003 1874.1882800000003 543.59225000000015 970.01225000000011 280.35800000000006 3.3935000000000004 48.756000000000007 137.97000000000003 1471.8415000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 31 -6 13 8 16 10 20 12 -12 14 25 17 24 19 -19 -16 22 -15 -9 -22 33 27 29 30 -29 -27 -1 32 -2 -8 right_child=1 2 -4 -5 5 -7 7 9 -10 -11 11 -13 -14 21 15 -17 -18 18 -20 -21 23 -23 -24 -25 -26 26 -28 28 -30 -31 -32 -33 -34 -35 leaf_value=-0.016289346274154532 -0.51477164109547935 28.712720017206102 0.045237985229492184 -5.9428860408067701 9.4569708383651001 0.77259427894245492 0.21997800577254523 -0.54477573816724822 18.876699876308443 -4.7668516708142832 2.3100127761840823 -1.0246732917198769 9.5711164398193365 -1.019140923500061 0.46541755713756344 5.6023684891410497 4.4750453159726895 0.20703066571553549 3.7114115770657854 -0.042197821510281744 0.079426874608121895 -4.7607596956888836 -3.8948255171775816 1.472767986088843 -2.0088374506343496 0.17136018124609695 -1.812584400177002 0.27353197636275456 2.842481699270361 -0.76237510566711419 0.032639241567823822 0.28231242513656618 -4.0602919616699218 1.8993671402437935 leaf_weight=309818 24 21 25 20 21 22 21 139 20 33 25 26 20 60 3016 23 29 60 60 2494 186 30 20 201 22 6205 32 754 34 100 39494 20 20 29 leaf_count=309818 24 21 25 20 21 22 21 139 20 33 25 26 20 60 3016 23 29 60 60 2494 186 30 20 201 22 6205 32 754 34 100 39494 20 20 29 internal_value=0 3.54289 13.1326 0.0694617 1.19326 5.0138 -0.00087571 0.966565 3.99097 0.336976 0.615414 3.13424 5.53717 -0.00293517 -0.00237259 0.294826 1.43845 0.273143 1.95922 0.236423 0.287874 -2.26635 -0.908996 0.782871 0.215372 -0.00708608 0.146607 -0.00986801 0.384375 0.156551 -0.0107574 -1.37366 -2.12637 1.19402 internal_weight=0 173 46 127 107 43 362951 771 121 650 617 71 45 362180 362090 5653 101 5630 120 5510 546 90 159 387 72 356437 6337 350100 788 6305 349312 64 44 50 internal_count=363124 173 46 127 107 43 362951 771 121 650 617 71 45 362180 362090 5653 101 5630 120 5510 546 90 159 387 72 356437 6337 350100 788 6305 349312 64 44 50 cat_boundaries=0 1 2 3 cat_threshold=2064 126 161 is_linear=0 shrinkage=0.01 Tree=265 num_leaves=28 num_cat=6 split_feature=20 5 16 10 6 25 12 3 5 25 1 3 2 9 2 9 1 25 1 3 4 25 3 24 2 25 16 split_gain=5.61186e+06 2.59801e+07 7.68045e+06 1.62822e+07 5.38009e+06 1.59441e+07 6.59211e+07 8.37306e+07 1.63989e+07 5.49388e+06 3.56832e+07 1.04057e+07 1.42992e+07 5.45917e+06 4.24437e+06 3.38153e+06 1.56375e+06 7.96889e+06 2.49465e+07 1.10416e+07 7.40807e+06 2.73104e+06 1.48403e+06 710178 2.55565e+06 1.18964e+06 691830 threshold=1756.0800000000002 658.22750000000008 2836.7725000000005 983.00100000000009 211.11000000000004 0 85.539750000000012 507.85850000000005 710.99890000000016 1 2779.5510000000008 1471.8415000000002 1254.2925000000002 94.387500000000003 1800.6974500000001 2724.2674800000009 194.40750000000003 2 1891.4572200000002 2692.2960000000003 970.01225000000011 3 2692.2960000000003 4 2593.0505000000003 5 778.95579000000009 decision_type=2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 1 2 9 2 left_child=2 26 4 -4 16 6 8 -8 13 11 15 14 -13 -6 -7 -11 22 18 20 21 -18 -19 23 25 -25 -1 -2 right_child=1 -3 3 -5 5 9 7 -9 -10 10 -12 12 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 24 -26 -27 -28 leaf_value=0.34309347571403032 0.030011241912841796 12.491487380504608 1.3333536042485918 -9.8913210535049441 -0.3216840176956326 0.59075743414921145 0.77609830444509331 29.047041633605961 -8.6444129892190311 0.11413736617868922 -11.4448232405274 0.54061574966676773 7.8540988252518025 5.8427373672723775 -2.4319193859895072 -3.9097698593139651 0.39306849112610026 0.26999987857581909 10.221427737820532 -6.4403917547372673 6.6890728988647457 -0.19110198659118521 1.7847468422029329 7.1274532588156786e-05 3.4085681256380944 -0.030609739349100291 -2.3014699482917784 leaf_weight=847 35 20 28 24 51 1443 22 20 21 3787 27 62 47 20 48 21 285 3313 31 26 20 2086 46 205909 22 144850 20 leaf_count=847 35 20 28 24 51 1443 22 20 21 3787 27 62 47 20 48 21 285 3313 31 26 20 2086 46 205909 22 144850 20 internal_value=0 2.73134 -0.00435212 -3.84727 -0.00380163 0.304623 3.5898 14.2385 -0.881346 0.216623 0.0106951 0.707076 3.69414 1.41477 0.493448 0.0919467 -0.00860703 0.154813 1.62621 0.0605722 0.805921 0.0919911 -0.0112841 -0.0115191 0.00043539 -0.0284138 -0.8178 internal_weight=0 75 363056 52 363004 5569 134 42 92 5435 3835 1600 109 71 1491 3808 357435 5761 336 5425 305 5399 351674 351628 205931 145697 55 internal_count=363131 75 363056 52 363004 5569 134 42 92 5435 3835 1600 109 71 1491 3808 357435 5761 336 5425 305 5399 351674 351628 205931 145697 55 cat_boundaries=0 6 12 16 22 23 29 cat_threshold=0 134217728 67108864 0 16384 1024 3260420 8388672 0 66048 4096 3 9437184 0 64 262144 67159680 1208222720 236458768 1074790400 2101504 2147483778 2760 0 65536 0 4194320 2049 1048584 is_linear=0 shrinkage=0.01 Tree=266 num_leaves=39 num_cat=1 split_feature=8 7 5 7 5 6 4 24 3 7 4 9 15 6 12 14 3 0 3 26 8 6 4 4 0 12 6 4 0 12 6 0 0 26 3 0 4 8 split_gain=6.18185e+06 2.53151e+07 4.07336e+07 1.51567e+07 3.21529e+07 8.50597e+06 6.29002e+06 7.57621e+06 3.53563e+07 4.5409e+07 4.52644e+06 2.81307e+06 2.74706e+06 2.61506e+06 3.15709e+06 2.7702e+06 4.66156e+06 2.31095e+06 1.10159e+07 1.02183e+07 2.21918e+06 7.31153e+06 7.20128e+06 3.04998e+06 2.21483e+06 2.90808e+06 2.07462e+06 1.82996e+06 5.23387e+06 2.34797e+06 1.56586e+06 1.46152e+06 1.07093e+06 939409 3.01552e+06 2.58871e+06 428377 421064 threshold=1926.0125000000005 2690.3565000000003 2763.7525000000005 2690.3565000000003 1874.1882800000003 1520.8892800000003 784.4625000000002 0 1471.8415000000002 148.25225000000003 1115.3337000000004 138.42500000000004 1069.0300000000002 198.55450000000002 1922.9850000000004 758.3180000000001 1107.1660000000004 2773.7250000000004 26.149852500000005 2022.5000000000002 253.13250000000002 987.12000000000012 1876.5445000000002 2632.2792750000003 175.70850000000002 1521.0400000000002 1118.3050000000001 174.73500000000004 39.101500000000009 1092.2600000000002 198.55450000000002 1114.9175000000002 885.78750000000014 2022.5000000000002 1854.9329420000001 746.42750000000012 190.45342500000004 2877.4750000000008 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 2 2 2 2 2 2 2 2 left_child=3 5 -3 6 11 27 13 8 12 -10 -7 -5 26 17 15 31 -17 33 19 -19 21 23 -23 -9 30 -26 -8 28 37 32 -22 -15 -29 34 -1 -35 -13 -2 right_child=1 2 -4 4 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39 184 36 24 31 23 23 41 121 23 176424 51 368 20 25 leaf_count=179415 40 24 21 32 21 20 275 461 24 29 20 20 20 4904 25 156 22 40 20 26 41 22 20 39 184 36 24 31 23 23 41 121 23 176424 51 368 20 25 internal_value=0 1.5682 8.3601 -0.00483209 -4.04133 0.0773011 -0.00379734 0.714212 1.881 9.495 -4.05981 -0.865828 0.674942 -0.00621207 0.215817 0.198783 1.42477 -0.00946951 1.62958 3.59975 0.175574 -0.205108 -4.21253 0.131515 0.864598 1.38743 0.434938 1.08024 2.06534 -0.0455994 -0.538121 0.155355 -1.18524 -0.00986518 0.00625186 -0.026226 -2.63378 0.614644 internal_weight=0 250 45 362881 93 205 362788 1216 372 53 40 72 319 361572 5228 5203 178 356344 86 66 844 542 42 500 302 220 299 165 88 77 82 5025 54 356258 179466 176792 40 65 internal_count=363131 250 45 362881 93 205 362788 1216 372 53 40 72 319 361572 5228 5203 178 356344 86 66 844 542 42 500 302 220 299 165 88 77 82 5025 54 356258 179466 176792 40 65 cat_boundaries=0 1 cat_threshold=2368 is_linear=0 shrinkage=0.01 Tree=267 num_leaves=25 num_cat=2 split_feature=20 5 15 2 4 2 0 6 2 3 24 3 10 11 1 18 2 0 0 1 0 4 24 7 split_gain=5.44377e+06 2.52734e+07 4.61846e+06 2.27758e+07 6.01746e+06 4.64269e+07 8.69361e+06 3.78384e+06 4.31884e+06 4.73916e+06 6.49299e+06 4.12594e+06 3.18189e+06 3.07736e+06 4.68867e+06 2.07873e+06 1.53125e+06 8.52967e+06 6.90419e+06 2.32823e+07 3.12223e+06 1.47602e+06 835448 603142 threshold=1756.0800000000002 658.22750000000008 2640.1488000000004 1254.2925000000002 2632.2792750000003 2593.0505000000003 1114.9175000000002 198.55450000000002 2593.0505000000003 263.96400000000011 0 1854.9329420000001 413.33370500000007 9.6190000000000015 74.649000000000015 1160.0500000000002 621.21800000000007 2773.7250000000004 2773.7250000000004 175.09550000000004 885.78750000000014 1115.3337000000004 1 267.36250000000007 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=2 23 4 12 7 6 13 16 9 15 -11 21 -4 14 -6 -9 18 20 22 -20 -18 -10 -1 -2 right_child=1 -3 3 -5 5 -7 -8 8 11 10 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 leaf_value=0.0047283453701352949 -0.018784572873796736 12.316619323730469 -0.94365800889333085 -11.293920689537414 -0.18230749230635795 12.103171393258231 -5.351359058726918 0.091368805712858908 -2.1487222430189807 1.801097985905727 0.33386881964108378 -6.0727268791198732 4.2056841888427732 -2.0702115188326156 5.6186159298636698 2.8749121482283981 0.29263441357772485 -5.5493166271845498 -0.4778927889057234 12.252500396728514 1.9663156121063232 1.4081868124008179 -0.025919325745093424 -2.1957036480903627 leaf_weight=178483 35 20 30 21 38 35 33 4231 28 421 1057 20 20 28 22 27 1029 24 51 20 125 20 177293 20 leaf_count=178483 35 20 30 21 38 35 33 4231 28 421 1057 20 20 28 22 27 1029 24 51 20 125 20 177293 20 internal_value=0 2.69014 -0.00426813 -2.55448 -0.0037693 1.95982 -0.974206 -0.00461356 0.248666 0.278367 0.766246 -2.25669 1.11608 0.667227 1.9447 0.109019 -0.00873102 0.351211 -0.00992258 3.10813 0.473926 -0.666677 -0.0105448 -0.810392 internal_weight=0 75 363056 71 362985 156 121 362829 5804 5736 1478 68 50 88 60 4258 357025 1178 355847 71 1154 48 355776 55 internal_count=363131 75 363056 71 362985 156 121 362829 5804 5736 1478 68 50 88 60 4258 357025 1178 355847 71 1154 48 355776 55 cat_boundaries=0 1 2 cat_threshold=2336 311 is_linear=0 shrinkage=0.01 Tree=268 num_leaves=29 num_cat=2 split_feature=8 7 5 7 1 1 13 3 0 2 10 4 5 12 1 3 3 8 2 2 10 2 25 8 7 24 3 3 split_gain=6.03286e+06 2.46678e+07 3.97145e+07 1.48695e+07 3.63031e+07 1.02428e+07 4.1111e+07 2.3216e+07 1.26918e+07 9.01295e+06 5.78073e+06 1.56993e+07 3.3784e+06 3.24278e+06 8.46704e+06 3.22561e+06 2.98185e+06 2.66397e+06 3.00667e+06 2.35211e+06 5.29869e+06 1.83185e+06 4.37878e+06 1.72059e+06 1.21431e+06 962274 388608 176487 threshold=1926.0125000000005 2690.3565000000003 2763.7525000000005 2690.3565000000003 1461.4925000000003 2779.5510000000008 320.24300000000005 1107.1660000000004 988.99750000000006 2593.0505000000003 2855.9890500000006 53.21200000000001 153.51925000000003 1280.6000000000004 1097.7209 7.2660000000000009 2692.2960000000003 2877.4750000000008 778.91025000000013 204.32750000000004 686.95125000000019 621.21800000000007 0 576.55500000000018 223.09800000000004 1 77.804300000000026 20.804500000000001 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 1 2 2 left_child=3 9 -3 5 23 10 7 8 15 17 12 -12 21 16 -15 -7 -14 19 26 24 -21 25 -23 27 -2 -1 -19 -5 right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 11 -13 13 14 -16 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 leaf_value=0.0084227273112418635 1.4443701200485231 -0.53391614437103274 18.296732061476934 0.14786310972990813 -14.902548300701639 -0.76360516146609658 15.604807106653851 -6.2696504286924997 9.8675967147133559 -5.9699258908358495 -1.5376090091466903 8.9238650336632368 0.18975129330777171 0.14341618905464809 5.6688306488134925 4.1978936157226565 -2.6952407921685113 -0.085803167479378842 -3.7897225382111288 6.6341237197875982 0.24510711528636792 1.0974166193792632 -0.18856523110441967 -2.6626519228064498 -1.5251808275495256 -0.024984371521196619 1.7392784786224365 1.3872549114227295 leaf_weight=148633 40 24 21 27 23 38 21 36 22 22 32 26 7408 96 39 20 36 28 22 25 27 481 574 23 21 205326 20 20 leaf_count=148633 40 24 21 27 23 38 21 36 22 22 32 26 7408 96 39 20 36 28 22 25 27 481 574 23 21 205326 20 20 internal_value=0 1.54922 8.25372 -0.00474377 -4.00282 -0.00371887 2.73008 0.399315 3.40035 0.0775015 -0.00475163 3.15202 -0.00525658 0.203655 1.73965 0.947256 0.175799 0.804515 -0.72844 1.75413 3.31675 -0.00971652 0.40636 -0.42148 0.422066 -0.0109567 0.674648 0.675264 internal_weight=0 250 45 362881 93 362788 137 116 80 205 362651 58 362593 7579 135 58 7444 183 70 113 52 355014 1055 70 61 353959 48 47 internal_count=363131 250 45 362881 93 362788 137 116 80 205 362651 58 362593 7579 135 58 7444 183 70 113 52 355014 1055 70 61 353959 48 47 cat_boundaries=0 6 7 cat_threshold=2147516928 294916 272 1143013376 2098176 1024 55 is_linear=0 shrinkage=0.01 Tree=269 num_leaves=33 num_cat=3 split_feature=8 7 5 7 1 1 7 3 0 2 5 25 1 8 2 24 2 4 0 2 9 0 6 14 24 8 6 2 18 7 1 3 split_gain=5.9128e+06 2.4177e+07 3.89241e+07 1.45736e+07 3.55807e+07 1.0039e+07 3.21149e+07 4.11198e+07 1.50059e+07 8.83359e+06 4.20042e+06 4.40741e+06 1.2426e+07 2.61096e+06 2.94684e+06 2.55167e+06 2.43115e+06 7.68781e+06 2.65974e+06 2.3053e+06 3.49466e+06 2.27274e+06 1.92994e+06 6.65056e+06 1.87723e+06 1.68635e+06 2.79768e+06 1.60036e+06 3.4444e+06 1.19015e+06 962975 380874 threshold=1926.0125000000005 2690.3565000000003 2763.7525000000005 2690.3565000000003 1461.4925000000003 2779.5510000000008 137.82320000000001 1107.1660000000004 988.99750000000006 2593.0505000000003 543.59225000000015 0 1891.4572200000002 2877.4750000000008 778.91025000000013 1 957.78375000000017 1517.5820000000001 227.58775000000003 204.32750000000004 981.55950000000007 53.8705 198.55450000000002 1867.1242800000002 2 576.55500000000018 211.11000000000004 621.21800000000007 20.852500000000003 223.09800000000004 1256.4300000000001 77.804300000000026 decision_type=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 2 2 2 2 2 2 2 left_child=3 9 -3 5 25 10 7 8 21 13 22 12 15 19 31 -12 17 -13 -18 29 -21 -7 27 24 -24 26 -5 30 -29 -2 -1 -15 right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 11 16 -14 14 -16 -17 18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31 -32 -33 leaf_value=-0.010638036733737753 1.4299264240264893 -0.5285770018895467 18.113765091668991 -1.4313148060551395 -14.753522945072341 2.7156456960042319 10.662400373510414 -10.525109347615924 11.117858646392822 -5.9102264751087539 1.4400379676943602 -0.062715856601328904 8.00886064529419 -0.084945154871259407 -3.7518253950639209 0.37152044104021015 1.1731003330371998 5.3663161404927573 -2.4871212012385331 5.6836729492459988 0.48347638924916586 -1.5159535529396753 -0.14628558970075048 4.9658808030753301 0.28876573798881489 -2.6360252994039786 3.5032765941619877 0.23476471565448304 2.6301153427362443 -1.5099290339152018 -0.66651237363261839 1.7218856935501101 leaf_weight=354607 40 24 21 27 23 30 37 28 20 22 334 768 24 28 22 709 27 27 75 28 24 22 1394 29 3401 23 20 968 64 21 224 20 leaf_count=354607 40 24 21 27 23 30 37 28 20 22 334 768 24 28 22 709 27 27 75 28 24 22 1394 29 3401 23 20 968 64 21 224 20 internal_value=0 1.53373 8.17118 -0.00469609 -3.96279 -0.00368144 2.70278 -0.242275 3.75661 0.0767265 -0.00470387 0.456504 0.886452 0.796469 -0.721156 0.731061 -0.0640966 0.121666 -1.51824 1.73659 3.28358 0.925354 -0.00721522 0.191461 0.162585 -0.417265 0.668511 -0.00990842 0.383314 0.417845 -0.0110521 0.667901 internal_weight=0 250 45 362881 93 362788 137 100 72 205 362651 1964 1067 183 70 1043 897 795 102 113 52 52 360687 4824 4795 70 47 355863 1032 61 354831 48 internal_count=363131 250 45 362881 93 362788 137 100 72 205 362651 1964 1067 183 70 1043 897 795 102 113 52 52 360687 4824 4795 70 47 355863 1032 61 354831 48 cat_boundaries=0 6 7 8 cat_threshold=2393600 1208222784 524624 1114112 4096 2147483651 786 232 is_linear=0 shrinkage=0.01 Tree=270 num_leaves=30 num_cat=1 split_feature=0 1 11 1 5 3 3 11 0 1 5 1 1 24 14 14 5 3 1 5 2 11 2 3 5 3 26 0 26 split_gain=2.48735e+07 7.03213e+07 1.82569e+08 6.877e+06 1.06882e+07 3.62387e+07 1.0054e+07 7.17475e+06 4.91134e+06 5.49017e+06 5.28365e+06 4.77211e+06 1.41665e+07 4.05938e+06 7.79782e+06 3.57915e+06 2.43546e+06 2.80085e+06 2.22906e+06 2.20708e+06 1.33894e+06 1.22458e+06 1.18491e+06 1.15474e+06 925967 668706 347024 333764 66532.8 threshold=2773.7250000000004 2779.5510000000008 117.18350000000002 2779.5510000000008 2763.7525000000005 1278.9218000000003 1854.9329420000001 311.45550000000009 688.40820000000008 1891.4572200000002 42.360942999999999 554.77325000000008 48.966000000000001 0 1151.8115000000003 207.44414000000003 146.40375000000003 2692.2960000000003 1256.4300000000001 1874.1882800000003 2593.0505000000003 323.67825000000005 484.73415000000006 137.82020000000003 250.29150000000001 6.4374000000000011 2022.5000000000002 166.73750000000004 2022.5000000000002 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 2 left_child=3 11 -3 4 8 21 7 23 16 13 -11 12 26 14 -10 24 20 18 -18 -15 22 25 -1 27 -13 -6 -2 -5 -22 right_child=1 2 -4 6 5 -7 -8 -9 9 10 -12 15 -14 19 -16 -17 17 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.010887121538428232 0.072412273522579312 36.837089149475098 -5.3792713782900856 -2.178296375465393 -0.33360368022212278 14.27566706913321 -7.6144532183238436 3.931661937236786 0.76031425145460363 7.561228545506796 1.3110620701940436 -4.8262694835662847 8.4750612346331273 -0.017084613077260637 7.0798551521301274 1.864846155166626 0.16442406979953578 -2.6894402203840366 1.5167131461203098 -3.2319463833895594 -1.1947090281610904 -2.1656279702620074 0.29927889564421184 -3.9058416590197336 -1.9128463300069174 2.078909799695015 -1.456268034334536 -0.50910260739533797 -1.9095859572092693 leaf_weight=352390 33 20 21 25 27 23 28 24 823 21 38 20 24 728 20 20 7177 34 124 22 23 22 1236 29 24 20 27 23 30 leaf_count=352390 33 20 21 25 27 23 28 24 823 21 38 20 24 728 20 20 7177 34 124 22 23 22 1236 29 24 20 27 23 30 internal_value=0 3.62493 15.2141 -0.00376778 -0.00294686 3.40508 -2.31226 -0.84234 -0.0038114 0.540195 3.5357 0.414426 1.98181 0.42925 0.899573 -1.64276 -0.00630077 0.174056 0.187391 -0.109922 -0.0100412 -0.218448 -0.00980302 -2.33034 -3.23713 0.692998 -0.615494 -1.37847 -1.59936 internal_weight=0 189 41 362887 362758 92 129 101 362666 1652 59 148 84 1593 843 64 361014 7335 7301 750 353679 69 353626 77 44 47 60 48 53 internal_count=363076 189 41 362887 362758 92 129 101 362666 1652 59 148 84 1593 843 64 361014 7335 7301 750 353679 69 353626 77 44 47 60 48 53 cat_boundaries=0 1 cat_threshold=2166 is_linear=0 shrinkage=0.01 Tree=271 num_leaves=31 num_cat=5 split_feature=0 1 8 1 5 3 3 17 0 25 24 22 2 1 1 14 0 2 4 25 25 6 3 3 4 3 5 24 26 26 split_gain=2.43786e+07 6.89219e+07 1.50864e+08 6.74015e+06 1.04755e+07 3.55175e+07 9.85391e+06 1.02209e+07 4.81361e+06 7.19146e+06 8.31825e+06 7.80252e+06 7.30762e+06 4.67714e+06 1.38846e+07 3.50792e+06 2.68869e+06 2.40488e+06 3.2836e+06 4.49562e+06 2.10391e+06 1.42872e+06 1.26784e+06 1.18598e+06 987801 948899 907541 704808 340118 260028 threshold=2773.7250000000004 2779.5510000000008 1128.2175000000002 2779.5510000000008 2763.7525000000005 1278.9218000000003 1854.9329420000001 11.912500000000001 688.40820000000008 0 1 8.6540000000000017 1800.6974500000001 554.77325000000008 48.966000000000001 207.44414000000003 1266.1895000000002 50.517750000000014 508.16875000000005 2 3 323.51100000000002 2692.2960000000003 109.37530000000002 11.902000000000003 870.71080000000018 250.29150000000001 4 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 1 2 2 left_child=3 13 -3 4 8 23 7 25 17 10 11 -10 16 14 28 26 -11 22 20 -20 -19 -12 27 24 -6 29 -15 -1 -2 -5 right_child=1 2 -4 6 5 -7 -8 -9 9 12 21 -13 -14 15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.028976276291360833 0.071688230109937273 34.717970008850095 -3.658101083664667 -2.3767093736985152 0.16329049905141194 14.132909805049067 -7.5383084556034632 5.5680243349075322 1.8261054365590215 0.071510486425375552 0.5955908038411567 7.1978716488542229 5.6702105860483085 -4.7780068054199214 8.3903104484081261 1.8461976757049561 -1.2157202037521031 0.17632498703680585 -0.41244989005002114 1.1229717197557829 -0.049116294627744958 -0.61557096810122724 -2.1399090747322358 1.5230224760055544 -2.8458361625671387 -4.3048838005065919 -1.8937178929646812 0.00011669918352334645 -1.4417053851374875 -1.062230265935262 leaf_weight=141999 33 20 21 34 24 23 28 20 400 551 268 29 21 20 24 20 230 9251 265 656 7483 153 28 25 20 20 24 201332 27 27 leaf_count=141999 33 20 21 34 24 23 28 20 400 551 268 29 21 20 24 20 230 9251 265 656 7483 153 28 25 20 20 24 201332 27 27 internal_value=0 3.58868 15.0619 -0.0037301 -0.00291739 3.37103 -2.28913 -0.833916 -0.00377329 0.534793 1.16816 2.13936 -0.149186 0.410282 1.96199 -1.62633 -0.307572 -0.00623776 0.107584 0.688898 0.0755897 0.151824 -0.0120903 -0.216264 -1.20449 -2.41464 -3.20476 -0.0119168 -0.609339 -1.79489 internal_weight=0 189 41 362887 362758 92 129 101 362666 1652 850 429 802 148 84 64 781 361014 17655 921 16734 421 343359 69 44 81 44 343331 60 61 internal_count=363076 189 41 362887 362758 92 129 101 362666 1652 850 429 802 148 84 64 781 361014 17655 921 16734 421 343359 69 44 81 44 343331 60 61 cat_boundaries=0 6 7 13 19 20 cat_threshold=134251008 134480900 16 1073807360 2113536 2147483650 2358 134217728 64 256 1073741824 2097152 1 136612352 142967872 201327360 1177829377 2114048 2147484705 2760 is_linear=0 shrinkage=0.01 Tree=272 num_leaves=34 num_cat=4 split_feature=0 1 11 1 3 17 4 6 1 1 2 24 1 9 14 0 3 24 4 1 24 8 6 3 0 0 3 4 14 24 10 26 26 split_gain=2.38934e+07 6.75503e+07 1.76939e+08 6.60602e+06 9.65782e+06 1.00175e+07 6.36276e+06 9.53278e+06 4.58407e+06 1.36083e+07 4.26258e+06 4.6459e+06 5.11724e+06 4.25433e+06 3.43811e+06 3.33787e+06 5.54988e+06 5.45709e+06 3.4995e+06 1.5758e+06 1.43526e+06 2.70893e+06 1.87737e+06 1.30621e+06 1.01138e+06 958644 930016 851691 543293 1.49991e+06 1.02415e+06 333350 254853 threshold=2773.7250000000004 2779.5510000000008 117.18350000000002 2779.5510000000008 1854.9329420000001 11.912500000000001 480.16275000000002 2871.8940000000007 554.77325000000008 48.966000000000001 148.17000000000004 0 1256.4300000000001 1889.5600000000002 207.44414000000003 1266.1895000000002 1278.9218000000003 1 93.042000000000016 54.82800000000001 2 652.05450000000008 1913.0125000000005 566.70675000000006 1266.1895000000002 803.13700000000006 870.71080000000018 1291.5535000000002 428.25000000000006 3 1797.2975000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 left_child=3 8 -3 6 5 26 15 10 9 31 24 12 -12 -13 27 19 17 18 -17 28 21 -21 -22 -19 25 -8 32 -10 30 -30 -1 -2 -5 right_child=1 2 -4 4 -6 -7 7 -9 14 -11 11 13 -14 -15 -16 16 -18 23 -20 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31 -32 -33 -34 leaf_value=-0.01276696705064464 0.070971416126598005 36.198290908813476 -5.36199523744129 -2.3529422838547651 -7.4629255083629067 5.5123440885543822 0.018647433769788321 5.9277945286035543 -4.4427702156702678 8.3064075440540908 -0.14270650470256807 1.6748964312382233 3.0213741817495281 -1.9637825864904068 1.8277356510162355 1.4984245794081907 5.8088353243741118 -0.69371562889644078 5.5813337729527408 -0.076163811092351874 0.14835796617336944 1.1974992399160251 3.0083482170104983 1.5524219818115235 -1.9656498687744142 1.7217757157718436 -4.2618351020812986 -1.6486395263671876 0.76480681734985545 -0.13910238185308577 1.3774337728968207 -1.427288329159772 -1.0516080036869755 leaf_weight=342225 33 20 21 34 28 20 1182 32 24 24 495 585 57 34 20 109 22 189 26 5732 10999 172 23 30 25 34 20 20 317 417 53 27 27 leaf_count=342225 33 20 21 34 28 20 1182 32 24 24 495 585 57 34 20 109 22 189 26 5732 10999 172 23 30 25 34 20 20 317 417 53 27 27 internal_value=0 3.5528 14.9113 -0.00369258 -2.26624 -0.825577 -0.002888 0.505628 0.406179 1.94237 0.433692 0.86646 0.180745 1.45158 -1.61007 -0.00633725 0.935366 0.632495 2.12719 -0.00732097 0.0868711 -0.0389924 0.154186 -0.369169 0.0253347 0.0662678 -2.3905 -3.17271 -0.0119689 0.259803 -0.0125517 -0.603245 -1.77694 internal_weight=0 189 41 362887 129 101 362758 2444 148 84 2412 1171 552 619 64 360314 376 354 135 359938 16926 5904 11022 219 1241 1216 81 44 343012 734 342278 60 61 internal_count=363076 189 41 362887 129 101 362758 2444 148 84 2412 1171 552 619 64 360314 376 354 135 359938 16926 5904 11022 219 1241 1216 81 44 343012 734 342278 60 61 cat_boundaries=0 1 2 3 4 cat_threshold=2698 3082 2691 1680 is_linear=0 shrinkage=0.01 Tree=273 num_leaves=30 num_cat=1 split_feature=0 1 11 1 5 3 3 17 0 1 5 1 1 24 14 14 5 17 5 4 2 11 2 3 5 3 26 26 26 split_gain=2.34179e+07 6.62061e+07 1.73417e+08 6.47457e+06 1.02118e+07 3.47321e+07 9.46563e+06 9.81817e+06 4.63009e+06 5.30851e+06 5.19849e+06 4.49285e+06 1.33375e+07 3.90823e+06 7.59525e+06 3.3697e+06 2.33336e+06 2.82305e+06 2.17568e+06 1.96276e+06 1.31977e+06 1.19407e+06 1.14306e+06 911508 879788 643619 326716 249782 66081 threshold=2773.7250000000004 2779.5510000000008 117.18350000000002 2779.5510000000008 2763.7525000000005 1278.9218000000003 1854.9329420000001 11.912500000000001 688.40820000000008 1891.4572200000002 42.360942999999999 554.77325000000008 48.966000000000001 0 1151.8115000000003 207.44414000000003 146.40375000000003 1772.4296500000003 1874.1882800000003 215.03750000000002 2593.0505000000003 323.67825000000005 484.73415000000006 870.71080000000018 250.29150000000001 6.4374000000000011 2022.5000000000002 2022.5000000000002 2022.5000000000002 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 2 left_child=3 11 -3 4 8 21 7 23 16 13 -11 12 26 14 -10 24 20 19 -15 -18 22 25 -1 27 -13 -6 -2 -5 -22 right_child=1 2 -4 6 5 -7 -8 -9 9 10 -12 15 -14 18 -16 -17 17 -19 -20 -21 28 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.010610537490810272 0.07026160500266776 35.836307029724125 -5.3083748990013486 -2.3294128552605127 -0.32619080437554254 13.970572689719823 -7.3882962632179261 5.4572207756042488 0.73933347865703769 7.4629799706595286 1.2633884131280999 -4.6899902410507206 8.2233433727423346 -0.021384839897791105 6.9762503509521485 1.8094582386016844 0.089826234189166618 -3.1188721594443689 -3.2132994010231712 0.4730905616354536 -1.1844063302744989 -2.1418272920088337 0.29402836630018397 -4.2192167663574223 -1.8501448122660318 2.0406354923248289 -1.413015476509377 -1.0410918825644033 -1.8968519077301025 leaf_weight=352390 33 20 21 34 27 23 28 20 823 21 38 20 24 728 20 20 5549 26 22 1760 23 22 1236 20 24 20 27 27 30 leaf_count=352390 33 20 21 34 27 23 28 20 823 21 38 20 24 728 20 20 5549 26 22 1760 23 22 1236 20 24 20 27 27 30 internal_value=0 3.51727 14.7622 -0.00365548 -0.00285894 3.32835 -2.24358 -0.817321 -0.003704 0.524496 3.47002 0.402117 1.92295 0.415402 0.876901 -1.59397 -0.00612104 0.170415 -0.113501 0.182116 -0.00978225 -0.219053 -0.00954576 -2.36659 -3.14098 0.680969 -0.597213 -1.75917 -1.58768 internal_weight=0 189 41 362887 362758 92 129 101 362666 1652 59 148 84 1593 843 64 361014 7335 750 7309 353679 69 353626 81 44 47 60 61 53 internal_count=363076 189 41 362887 362758 92 129 101 362666 1652 59 148 84 1593 843 64 361014 7335 750 7309 353679 69 353626 81 44 47 60 61 53 cat_boundaries=0 1 cat_threshold=2166 is_linear=0 shrinkage=0.01 Tree=274 num_leaves=36 num_cat=6 split_feature=0 11 2 11 2 5 18 2 26 7 2 12 25 0 12 7 4 4 4 5 7 25 6 5 5 0 9 26 25 0 25 25 0 25 0 split_gain=2.29519e+07 4.42328e+07 8.73364e+07 9.66471e+06 6.4782e+06 5.85308e+06 3.69232e+07 5.77403e+06 6.88837e+06 4.98837e+06 3.7783e+06 5.35306e+06 4.21873e+06 6.12274e+06 6.70424e+06 3.49198e+06 2.8946e+06 1.94417e+06 1.92303e+06 1.27274e+06 1.0632e+06 1.9575e+06 2.46463e+06 2.44449e+06 1.68514e+06 1.18585e+06 1.11446e+06 812922 1.83175e+06 3.43895e+06 1.12834e+06 929683 790836 613058 300180 threshold=2773.7250000000004 18.676500000000001 2593.0505000000003 1156.9900000000002 92.941000000000017 2763.7525000000005 321.88825000000003 1444.3300000000002 2022.5000000000002 1888.9124200000003 187.69100000000003 2813.3566500000006 0 988.99750000000006 1092.2600000000002 1489.0961200000002 970.01225000000011 451.28900000000004 970.01225000000011 91.477850000000018 86.254000000000005 1 1118.3050000000001 325.39000000000004 1287.5327000000002 1266.1895000000002 42.675090000000004 2022.5000000000002 2 1266.1895000000002 3 4 321.84000000000009 5 40.516000000000005 decision_type=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 2 2 9 2 9 9 2 9 2 left_child=5 2 4 -3 -2 10 7 8 -7 -5 20 12 13 17 -15 18 -17 -12 -14 -6 27 22 26 -24 25 -23 -22 28 33 -30 32 -32 -29 -1 -10 right_child=1 3 -4 9 19 6 -8 -9 34 -11 11 -13 15 14 -16 16 -18 -19 -20 -21 21 24 23 -25 -26 -27 -28 30 29 -31 31 -33 -34 -35 -36 leaf_value=0.28503926175201988 5.5031710903732867 -6.4685449454363653 25.800319915044874 -2.7482461509704592 -1.5902336816787721 5.8187662731517449 14.596636526107789 -4.0874842045224948 -1.9525285484677271 4.3145909004211429 0.23525041696965013 -4.4947787825266525 -0.017169423416204345 1.2226020214099476 5.4625443853333939 -0.58902143539920926 -5.3318753745339134 0.85830789344428016 1.2267160845172498 1.9773164716959 0.15709025555879219 0.0262968002955789 4.8881112738450367 0.15441961669921875 -2.165623854500907 2.253249796628952 0.69393065895643657 -0.15796997227655887 -0.010742900746479284 2.3838068466186524 0.046488619529841374 -0.030742308058180116 -1.1600937759168446 0.070099161828109546 -0.24070717000961303 leaf_weight=1398 54 34 21 20 20 22 20 29 21 20 2798 24 3402 281 43 31 22 610 129 20 1137 6485 24 20 35 24 586 5035 150572 60 17405 148608 80 23966 20 leaf_count=1398 54 34 21 20 20 22 20 29 21 20 2798 24 3402 281 43 31 22 610 129 20 1137 6485 24 20 35 24 586 5035 150572 60 17405 148608 80 23966 20 internal_value=0 3.4821 7.36278 -2.5487 3.24375 -0.00361893 2.28207 -0.395016 1.30469 0.783172 -0.00432459 0.220251 0.235718 0.470401 1.78531 -0.00994016 -2.55775 0.346772 0.0282741 0.193541 -0.00896224 0.102812 0.397106 2.73643 0.0227061 0.034508 0.339672 -0.0116384 0.00345168 -0.00978845 -0.0271577 -0.022643 -0.173305 0.0820538 -1.11749 internal_weight=0 189 115 74 94 362887 112 92 63 40 362775 7340 7316 3732 324 3584 53 3408 3531 40 355435 8311 1767 44 6544 6509 1723 347124 175996 150632 171128 166013 5115 25364 41 internal_count=363076 189 115 74 94 362887 112 92 63 40 362775 7340 7316 3732 324 3584 53 3408 3531 40 355435 8311 1767 44 6544 6509 1723 347124 175996 150632 171128 166013 5115 25364 41 cat_boundaries=0 6 12 18 24 31 37 cat_threshold=69256704 134480960 201326864 262145 6312192 2147484674 137461888 134217760 67108869 67109376 4194304 1025 1074839552 1073741844 1118913 1146183968 4196881 268436489 3222274048 4 2147483649 1073758480 4358656 1024 536870912 2129920 8391812 39845888 268438658 2150633576 1 0 4 0 4276224 2049 268435456 is_linear=0 shrinkage=0.01 Tree=275 num_leaves=39 num_cat=3 split_feature=3 2 12 9 7 0 11 24 0 3 12 14 17 0 6 2 0 6 11 2 5 24 4 17 4 12 2 5 6 4 3 4 8 3 8 5 10 24 split_gain=4.3214e+07 8.21776e+07 1.1072e+08 1.14576e+07 1.47881e+07 7.75254e+06 1.22672e+07 8.95116e+06 1.34359e+07 5.14596e+07 5.96307e+06 5.83033e+06 3.44303e+06 2.74758e+06 5.48716e+06 6.48136e+06 2.69788e+06 3.89386e+06 2.63837e+06 2.72624e+06 2.38827e+06 2.0521e+06 3.40485e+06 2.72519e+06 2.34859e+06 1.18113e+06 1.06666e+06 986992 767208 2.02268e+06 1.63854e+06 1.15501e+06 946156 753288 501567 492142 2.28746e+06 452938 threshold=2692.2960000000003 2593.0505000000003 85.539750000000012 323.04725000000008 572.8955000000002 591.40200000000016 2995.7383125000001 0 2773.7250000000004 1.7373999999999998 1092.2600000000002 220.00804550000001 8.7111010000000011 104.28351050000001 1913.0125000000005 547.57500000000016 2773.7250000000004 114.16720000000002 1602.5343235000003 2593.0505000000003 102.38725000000001 1 267.13700000000006 1268.0600000000002 1517.5820000000001 875.1645000000002 19.645125000000004 992.2919965000001 28.489450000000001 2632.2792750000003 1278.9218000000003 784.4625000000002 1926.0125000000005 165.11725000000004 2877.4750000000008 543.59225000000015 573.35100000000011 2 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 2 2 2 2 2 1 left_child=5 3 -3 4 20 13 7 8 10 -10 12 -5 -7 28 21 -16 18 -18 19 -9 26 22 27 25 -24 -23 -2 -15 32 30 33 -32 35 -30 -34 37 -37 -1 right_child=1 2 -4 11 -6 6 -8 16 9 -11 -12 -13 -14 14 15 -17 17 -19 -20 -21 -22 23 24 -25 -26 -27 -28 -29 29 -31 31 -33 34 -35 -36 36 -38 -39 leaf_value=-0.033340332624931086 0.41094898679982061 1.7515194702148438 31.271135698159537 -6.8414574863599693 10.421615150451659 0.59094806286513091 8.3790865526199347 -0.095547769070719171 13.755998973515299 -3.5321943494045374 4.8451996961155457 0.13497292404174807 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0.551778 0.140103 0.309133 0.0250504 1.12149 0.0114344 1.87964 0.211498 -0.00877754 0.0579199 0.053952 -1.49512 -0.0120656 0.0603958 1.2037 -0.012299 0.271949 -0.0128184 internal_weight=0 182 51 131 83 362715 2273 2253 988 69 919 48 882 360442 10603 43 1265 66 1199 1169 63 10560 4265 6295 461 6268 43 3804 349839 16436 16415 68 333403 16347 64 333339 608 332731 internal_count=362897 182 51 131 83 362715 2273 2253 988 69 919 48 882 360442 10603 43 1265 66 1199 1169 63 10560 4265 6295 461 6268 43 3804 349839 16436 16415 68 333403 16347 64 333339 608 332731 cat_boundaries=0 1 2 3 cat_threshold=1078 342 2688 is_linear=0 shrinkage=0.01 Tree=276 num_leaves=38 num_cat=2 split_feature=3 2 12 9 7 0 11 25 0 2 22 9 14 1 1 3 3 0 6 2 25 3 0 2 2 7 1 3 7 1 12 6 4 2 18 7 26 split_gain=4.2354e+07 8.05423e+07 1.08517e+08 1.12296e+07 1.44938e+07 7.59826e+06 1.20231e+07 1.26351e+07 1.96994e+07 4.52336e+07 6.68389e+06 7.79333e+06 5.71431e+06 3.01942e+06 3.48346e+06 3.62637e+06 3.16724e+06 2.6929e+06 5.37797e+06 6.35238e+06 3.38546e+06 4.39585e+06 4.20006e+06 2.37375e+06 2.10681e+06 2.16041e+06 2.07588e+06 2.05009e+06 1.85717e+06 1.73378e+06 971288 786587 1.98019e+06 926867 856153 2.22234e+06 720189 threshold=2692.2960000000003 2593.0505000000003 85.539750000000012 323.04725000000008 572.8955000000002 591.40200000000016 2995.7383125000001 0 1836.963 137.53500000000003 1.0000000180025095e-35 981.55950000000007 220.00804550000001 77.899440000000013 2779.5510000000008 1107.1660000000004 1107.1660000000004 104.28351050000001 1913.0125000000005 547.57500000000016 1 426.62850000000009 207.30054000000004 145.14425000000003 1092.7150000000004 654.14525000000003 1461.4925000000003 263.96400000000011 710.08000000000004 2779.5510000000008 977.87575000000004 28.489450000000001 2632.2792750000003 778.91025000000013 692.93500000000006 458.04858100000007 2022.5000000000002 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 2 2 2 2 left_child=5 3 -3 4 23 17 7 8 10 -10 11 -7 -5 24 16 -16 -15 29 20 -20 21 28 -23 -2 25 -9 30 -28 -19 31 -22 34 33 -33 36 -36 -1 right_child=1 2 -4 12 -6 6 -8 13 9 -11 -12 -13 -14 14 15 -17 -18 18 19 -21 26 22 -24 -25 -26 -27 27 -29 -30 -31 -32 32 -34 -35 35 -37 -38 leaf_value=0.0022433565775187908 -1.1899104620388576 1.7340042566370082 30.958425545692446 -6.7730427700540297 10.317399253845215 0.13557402778457811 8.2952957978248598 -0.26267164112294011 19.883806890487673 0.19328229222978865 6.8470864264965057 6.7119476518630989 0.1336232349395752 0.44902600152829253 0.31307932797600241 -4.7040166992187498 1.9233215386054421 0.22136173158167891 0.098263456095819879 7.8041683959960944 0.046146158682031917 2.9570290787337967 0.72913969423998315 2.7164730589730399 -3.3640987591516405 2.3500238518281416 -0.30315713950565881 -4.4950779609680174 1.6671149397932965 -2.3007148456573487 -1.3253670637424175 0.062578325962118722 3.127857408069429 -0.70464977474848056 0.28862125017489609 3.8115885677337644 -0.027166102531461133 leaf_weight=169708 35 27 24 23 20 182 20 773 20 28 20 20 25 924 34 25 173 2596 23 20 7365 120 287 28 21 33 28 20 92 33 52 16251 21 159 171 20 163476 leaf_count=169708 35 27 24 23 20 182 20 773 20 28 20 20 25 924 34 25 173 2596 23 20 7365 120 287 28 21 33 28 20 92 33 52 16251 21 159 171 20 163476 internal_value=0 4.82496 15.4867 0.674221 2.90075 -0.000296644 0.576061 0.507537 2.49623 8.39767 1.33268 0.7867 -3.17582 0.22305 0.554221 -1.81281 0.681527 -0.00393124 0.153073 3.68241 0.138702 0.416147 1.38601 0.54626 -0.237171 -0.1557 0.0230846 -2.04979 0.270844 -0.00868977 0.0365306 -0.00847355 0.0590716 0.0551445 -0.0118026 0.657518 -0.0121863 internal_weight=0 182 51 131 83 362715 2273 2253 270 48 222 202 48 1983 1156 59 1097 360442 10603 43 10560 3095 407 63 827 806 7465 48 2688 349839 7417 349806 16431 16410 333375 191 333184 internal_count=362897 182 51 131 83 362715 2273 2253 270 48 222 202 48 1983 1156 59 1097 360442 10603 43 10560 3095 407 63 827 806 7465 48 2688 349839 7417 349806 16431 16410 333375 191 333184 cat_boundaries=0 6 12 cat_threshold=9437696 0 0 0 0 2147483648 2149376 134217792 201326928 37749248 65 32 is_linear=0 shrinkage=0.01 Tree=277 num_leaves=45 num_cat=8 split_feature=3 2 12 9 7 0 25 24 3 0 20 14 24 25 12 2 3 0 6 2 25 3 0 17 1 2 6 0 1 3 0 7 1 1 7 12 4 25 4 2 0 25 7 24 split_gain=4.15112e+07 7.89395e+07 1.06357e+08 1.10062e+07 1.42054e+07 7.44706e+06 1.113e+07 2.92435e+07 4.70895e+07 6.66571e+07 1.22004e+07 5.60059e+06 3.78252e+06 3.91191e+06 3.32263e+06 3.00512e+06 2.83624e+06 2.63931e+06 5.27095e+06 6.22597e+06 3.31809e+06 4.30837e+06 4.11648e+06 2.50829e+06 2.37062e+06 2.32651e+06 2.13376e+06 2.09029e+06 2.03457e+06 2.00929e+06 1.96079e+06 1.82021e+06 1.71249e+06 1.69928e+06 1.3581e+06 951959 781030 1.8263e+06 3.53564e+06 1.28768e+06 715737 695026 771686 642392 threshold=2692.2960000000003 2593.0505000000003 85.539750000000012 323.04725000000008 572.8955000000002 591.40200000000016 0 1 9.6251120000000014 1266.1895000000002 1458.1004000000003 220.00804550000001 2 3 1092.2600000000002 145.14425000000003 35.913000000000004 104.28351050000001 1913.0125000000005 547.57500000000016 4 426.62850000000009 207.30054000000004 1.0000000180025095e-35 1461.4925000000003 145.14425000000003 797.20500000000004 1836.963 1461.4925000000003 263.96400000000011 1501.0951200000002 710.08000000000004 584.17800000000011 2779.5510000000008 418.14250000000004 977.87575000000004 40.536315000000009 5 586.56060000000014 1800.6974500000001 988.99750000000006 6 2690.3565000000003 7 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 1 9 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 9 2 1 left_child=5 3 -3 4 25 17 7 8 9 -7 12 -5 16 14 -14 -10 32 33 20 -20 21 31 -23 26 -18 -2 30 -15 35 -30 -9 -19 -8 36 -17 -22 41 38 -38 -39 -25 43 -43 -1 right_child=1 2 -4 11 -6 6 10 23 15 -11 -12 -13 13 27 -16 34 24 18 19 -21 28 22 -24 40 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36 -37 37 39 -40 -41 -42 42 -44 -45 leaf_value=0.075744368128687761 -1.1780113585676466 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25 21 302174 23 16404 leaf_count=16660 35 27 24 23 20 36 265 68 20 20 24 25 641 504 55 20 375 2596 23 20 7365 120 287 22 48 28 21 58 28 20 24 92 31 33 20 52 1213 13166 141 25 21 302174 23 16404 internal_value=0 4.77671 15.3318 0.667479 2.87174 -0.000293677 0.570301 2.4312 6.05311 13.1699 0.303678 -3.14406 0.219162 0.547375 1.04489 0.419595 -0.357735 -0.00389193 0.151543 3.64558 0.137315 0.411985 1.37215 -0.464421 0.162681 0.540797 -1.2764 -0.0762554 0.0228538 -2.02929 -1.93292 0.268136 -1.11352 -0.00860288 2.00208 0.0361653 -0.00838881 0.0633501 0.411699 0.0272609 1.56138 -0.0115011 -0.0162636 0.032022 internal_weight=0 182 51 131 83 362715 2273 272 116 56 2001 48 1977 1258 696 60 719 360442 10603 43 10560 3095 407 156 423 63 113 562 7465 48 92 2688 296 349839 40 7417 349806 14545 1354 13191 43 335261 302197 33064 internal_count=362897 182 51 131 83 362715 2273 272 116 56 2001 48 1977 1258 696 60 719 360442 10603 43 10560 3095 407 156 423 63 113 562 7465 48 92 2688 296 349839 40 7417 349806 14545 1354 13191 43 335261 302197 33064 cat_boundaries=0 6 7 8 14 20 26 33 34 cat_threshold=9437696 0 0 0 0 2147483648 2102 2945 134512640 1073742852 4112 1073807360 2113536 1025 2149376 134217792 201326928 37749248 65 32 3147808 1208222208 67108864 67437056 4194304 1160 3221225472 16810020 2416969797 1179648257 4328464 10499104 2 1117 is_linear=0 shrinkage=0.01 Tree=278 num_leaves=35 num_cat=0 split_feature=3 2 12 9 7 0 11 14 10 0 2 1 6 3 11 2 0 6 2 1 1 0 5 16 3 1 2 6 5 5 10 18 7 10 split_gain=4.06851e+07 7.73686e+07 1.04241e+08 1.07871e+07 1.39227e+07 7.29886e+06 1.17159e+07 5.48914e+06 2.5943e+06 4.72903e+06 1.89139e+07 1.52069e+07 3.85172e+06 2.77581e+06 3.78969e+06 3.70405e+06 2.58679e+06 5.16606e+06 6.10207e+06 2.4363e+06 3.00568e+06 7.79267e+06 2.36082e+06 2.18811e+06 1.68908e+06 1.66546e+06 1.00425e+06 766847 1.08326e+06 1.60865e+06 1.14964e+06 838169 2.1754e+06 472379 threshold=2692.2960000000003 2593.0505000000003 85.539750000000012 323.04725000000008 572.8955000000002 591.40200000000016 2995.7383125000001 220.00804550000001 2855.9890500000006 2773.7250000000004 45.449154000000007 3.3275000000000006 685.98275000000012 1107.1660000000004 912.26085000000012 2593.0505000000003 104.28351050000001 1913.0125000000005 547.57500000000016 1891.4572200000002 1461.4925000000003 286.09000000000009 102.38725000000001 940.75000000000011 241.13250000000002 2779.5510000000008 19.645125000000004 28.489450000000001 834.63750000000016 435.02500000000003 543.30775000000006 692.93500000000006 458.04858100000007 1274.5290000000002 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 left_child=5 3 -3 4 22 16 8 -5 9 13 11 -11 -12 15 -15 -7 25 19 -19 20 23 -22 26 -18 -21 27 -2 31 29 -29 -30 33 -33 -1 right_child=1 2 -4 7 -6 6 -8 -9 -10 10 12 -13 -14 14 -16 -17 17 18 -20 24 21 -23 -24 -25 -26 -27 -28 28 30 -31 -32 32 -34 -35 leaf_value=-0.012213094561592355 0.43051864489265107 1.699497799343533 30.342352461616198 -6.6382593430643499 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3.78471e+06 2.52732e+06 2.27006e+06 2.09594e+06 1.81797e+06 1.77942e+06 1.63232e+06 1.5818e+06 1.34667e+06 1.01868e+06 2.91841e+06 887658 785546 766694 760921 1.78962e+06 3.46733e+06 1.25983e+06 671921 815144 587555 threshold=2692.2960000000003 2593.0505000000003 152.20455000000001 323.04725000000008 572.8955000000002 591.40200000000016 2995.7383125000001 0 1 9.6251120000000014 1266.1895000000002 305.45698000000004 2 76.322797075000025 2779.5510000000008 860.12500000000011 629.11000000000013 1.0000000180025095e-35 104.28351050000001 3 426.62850000000009 4 168.95750000000001 1105.5920000000003 362.02000000000004 145.14425000000003 5 6 1876.5445000000002 2779.5510000000008 95.616000000000014 885.78750000000014 1092.7150000000004 96.281530500000017 977.87575000000004 787.73500000000001 237.38350000000003 40.536315000000009 7 586.56060000000014 1800.6974500000001 8 2690.3565000000003 629.11000000000013 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 1 2 2 2 2 2 2 9 2 1 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 left_child=5 3 -3 4 25 18 7 8 9 10 -7 -5 15 26 -15 24 -11 31 29 20 23 30 -23 27 -9 -2 -14 -20 32 37 -22 -10 34 -34 -21 -17 -19 41 39 -39 -40 43 -43 -1 right_child=1 2 -4 11 -6 6 -8 12 17 16 -12 -13 13 14 -16 35 -18 36 19 28 21 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 -38 38 40 -41 -42 42 -44 -45 leaf_value=0.029449740044550171 -1.1677898456709725 30.144081497192385 1.5890337188155561 -6.4297871919473017 10.010961937904359 4.9851462788052023 8.1027159070968633 -0.71569637876093595 0.049865973306738809 2.1615017359965556 27.502722677111624 0.26679518699645999 1.0122099609208888 1.1145802022456823 -1.6043951292832694 -1.5866324083050412 -2.5188057223233309 0.37962891169956758 0.65423499136417118 0.024282997441879103 0.4907476256502436 0.52444318647092247 3.0327103909458777 3.638404006669016 0.88576703706843751 2.6523173522949217 -0.45025249079548491 0.08463466306473022 -2.8868546658470517 -2.232381323034113 -1.9501313941543168 -2.1721824053863981 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internal_weight=0 182 51 131 83 362715 2273 2253 270 115 56 48 1983 1451 844 532 59 155 360442 10603 3397 435 304 2962 440 63 607 2929 7206 349839 131 113 7185 88 7097 92 42 349806 14545 1354 13191 335261 303755 31506 internal_count=362897 182 51 131 83 362715 2273 2253 270 115 56 48 1983 1451 844 532 59 155 360442 10603 3397 435 304 2962 440 63 607 2929 7206 349839 131 113 7185 88 7097 92 42 349806 14545 1354 13191 335261 303755 31506 cat_boundaries=0 6 7 8 14 15 16 17 23 30 cat_threshold=9437696 0 0 0 0 2147483648 2102 897 136367104 134217792 201326928 37749248 65 1056 2217 2 22 3147808 1208222208 67108864 67437056 4194304 1160 3221225472 16809988 2416970309 1179648257 4328464 10499104 2 is_linear=0 shrinkage=0.01 Tree=280 num_leaves=35 num_cat=3 split_feature=2 16 4 6 1 0 25 0 1 16 22 8 5 9 1 2 2 25 6 1 3 1 17 11 25 10 1 10 5 1 0 2 3 2 split_gain=1.91751e+07 5.59148e+07 1.10114e+08 2.44818e+07 2.43756e+07 5.12231e+06 1.33428e+07 4.65249e+07 1.56862e+07 7.94386e+06 7.61762e+06 6.44623e+06 5.50214e+06 5.27758e+06 3.88521e+06 3.46828e+06 2.08393e+06 3.3203e+06 2.90124e+06 2.56464e+06 1.89467e+06 1.80254e+06 2.40461e+06 1.19745e+06 4.9737e+06 3.32721e+07 2.45578e+06 1.38244e+06 1.23303e+06 1.1746e+06 805653 719733 759837 513178 threshold=2593.0505000000003 124.854 2632.2792750000003 104.42200000000001 860.12500000000011 591.40200000000016 0 2773.7250000000004 1891.4572200000002 1907.6205000000002 1.6965000000000001 2877.4750000000008 2763.7525000000005 1103.8800000000003 1097.7209 1800.6974500000001 383.89096000000006 1 1913.0125000000005 1461.4925000000003 2692.2960000000003 1891.4572200000002 1095.1042000000002 76.483500000000006 2 102.49080000000001 2779.5510000000008 1274.5290000000002 911.29109000000005 3.4888200000000009 17.427500000000006 1254.2925000000002 407.24088000000006 579.4525000000001 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 9 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 30 16 7 8 10 11 13 12 15 -7 -5 -8 20 18 21 31 23 22 -18 26 25 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leaf_count=350035 27 38 34 30 22 183 1874 22 20 29 20 26 24 23 24 60 1599 459 27 23 28 23 20 94 7500 20 36 131 119 20 20 119 22 407 internal_value=0 3.13677 5.77121 1.36812 5.31488 0.000105242 0.472496 2.52599 1.37424 0.185635 0.623044 0.110608 0.176292 0.0509903 -3.67498 0.11724 -0.00288222 0.273945 0.547574 -0.173075 -0.00496935 0.497391 0.536881 -0.00523576 0.117851 2.10478 -0.00795371 -0.00822222 0.0852473 1.98166 1.24844 -0.0993426 -0.761895 0.00853258 internal_weight=0 195 157 123 69 362963 2281 268 246 2013 226 1984 1958 206 54 1934 360682 2699 1669 1030 357983 1642 1619 357935 7733 114 350202 350166 7619 48 47 1007 141 866 internal_count=363158 195 157 123 69 362963 2281 268 246 2013 226 1984 1958 206 54 1934 360682 2699 1669 1030 357983 1642 1619 357935 7733 114 350202 350166 7619 48 47 1007 141 866 cat_boundaries=0 6 13 14 cat_threshold=9437184 134217728 16 0 0 2147483648 203784192 8422916 4880 1143996417 21504 2147483650 2 8388640 is_linear=0 shrinkage=0.01 Tree=281 num_leaves=45 num_cat=6 split_feature=0 15 1 19 1 3 5 10 22 7 0 15 7 26 1 0 5 1 7 25 3 1 5 10 4 25 5 0 25 11 25 13 10 25 9 7 9 5 25 1 7 0 11 10 split_gain=1.85432e+07 5.12538e+07 1.67115e+08 3.78369e+07 9.91181e+06 7.23212e+06 1.98835e+07 3.80189e+07 9.47906e+06 5.21471e+06 4.49345e+06 9.11691e+06 4.79713e+06 3.96766e+06 2.55104e+06 4.32193e+06 3.67626e+06 4.10427e+06 4.23521e+06 2.60063e+06 6.80041e+06 2.7605e+06 2.38004e+06 1.81705e+06 3.82798e+06 1.39515e+06 2.77438e+06 1.3678e+06 3.19961e+06 1.26984e+06 5.83023e+06 3.32674e+07 1.45587e+06 1.11203e+06 1.10855e+06 1.95338e+06 1.03623e+06 928305 888810 848799 799969 776896 491127 160252 threshold=2773.7250000000004 56.88600000000001 2779.5510000000008 236.93870000000004 554.77325000000008 1107.1660000000004 2763.7525000000005 741.05500000000018 11.319000000000001 2690.3565000000003 1114.9175000000002 663.47250000000008 1489.0961200000002 2022.5000000000002 138.62250000000003 803.13700000000006 192.84375000000003 200.44670000000002 252.00850000000005 0 446.99425000000002 959.97700000000009 1121.68056 375.75300000000004 274.17100000000005 1 1874.1882800000003 803.13700000000006 2 76.483500000000006 3 28.940500000000004 1528.9670000000003 4 8.4540735000000016 117.00750000000001 732.3900000000001 3.1913000000000005 5 1256.4300000000001 98.395000000000024 988.99750000000006 259.05150000000009 1797.2975000000001 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 9 2 2 9 2 9 2 2 9 2 2 2 2 9 2 2 2 2 2 left_child=5 2 4 -3 13 14 8 -8 9 10 12 -12 -7 -2 27 19 17 -17 -19 20 21 -16 -6 36 -25 26 -21 29 37 32 31 -31 38 -32 35 -30 -18 41 -1 -27 -39 -29 -36 -34 right_child=1 3 -4 -5 22 6 7 -9 -10 -11 11 -13 -14 -15 15 16 23 18 -20 25 -22 -23 -24 24 -26 39 -28 28 34 30 33 -33 43 -35 42 -37 -38 40 -40 -41 -42 -43 -44 -45 leaf_value=0.26070634157636163 4.5816253555085922 -13.735165983129431 26.617515396610383 4.412038042068481 -1.0156372867931018 0.42877425653743134 17.581154335021974 -1.9172693405151366 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92 2981 20 35 3660 67 23 25 21 343999 147 20 76 24 55 internal_value=0 3.08466 5.97377 -6.01295 0.504058 0.000115332 0.966345 7.83194 0.591687 0.401229 0.577321 2.39929 0.216757 2.72278 -0.00194683 0.159202 0.995845 1.78651 1.36332 0.105189 1.14583 0.621967 -3.3142 0.194196 1.11417 0.0771832 0.16989 -0.00631755 -0.494927 -0.00552369 0.130283 2.29681 -0.00817963 0.0901499 -0.0429226 0.219145 -0.491604 -1.73824 -0.00851117 -0.0942913 -0.591624 -2.3758 -1.02391 1.26352 internal_weight=0 195 148 47 117 362963 773 40 733 713 684 113 571 74 362190 9564 580 292 259 8984 224 202 43 288 123 8760 5686 352626 572 352054 6753 112 345301 6641 430 339 165 142 345211 3074 41 101 91 90 internal_count=363158 195 148 47 117 362963 773 40 733 713 684 113 571 74 362190 9564 580 292 259 8984 224 202 43 288 123 8760 5686 352626 572 352054 6753 112 345301 6641 430 339 165 142 345211 3074 41 101 91 90 cat_boundaries=0 4 10 16 22 29 35 cat_threshold=67108864 0 67108928 328192 134268064 1082165088 1577728 1681915904 2117696 2147484833 1081344 0 0 0 0 2147484672 8388608 0 0 0 4194304 1024 137692704 67405384 529489 1 270554368 129 2 0 0 0 4194304 2176 268439552 is_linear=0 shrinkage=0.01 Tree=282 num_leaves=30 num_cat=3 split_feature=2 15 4 6 1 19 4 1 26 1 3 21 5 7 8 14 1 2 13 2 25 24 9 25 9 2 18 26 3 split_gain=1.84207e+07 5.28919e+07 1.25922e+08 2.44784e+07 2.35486e+07 2.2275e+07 4.88149e+06 1.08135e+07 1.27288e+07 1.01803e+07 5.90756e+06 1.57819e+07 4.57306e+06 1.34792e+07 4.13382e+06 3.73636e+06 3.66288e+06 3.30799e+06 3.26522e+06 2.46906e+06 3.3879e+06 2.66401e+06 1.49105e+06 1.15764e+06 1.95754e+06 1.0709e+06 923357 221617 14058.3 threshold=2593.0505000000003 32.256600000000013 2632.2792750000003 104.42200000000001 860.12500000000011 26.437970000000004 2632.2792750000003 2779.5510000000008 2022.5000000000002 1891.4572200000002 1107.1660000000004 206.16450000000006 1530.4632000000001 1113.0755000000001 652.05450000000008 901.40207500000008 1097.7209 31.065000000000005 576.41150000000016 383.89096000000006 0 1 1279.0000000000002 2 383.33200000000005 215.24100000000001 2044.7545000000002 2022.5000000000002 55.204000000000015 decision_type=2 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 2 left_child=6 2 3 4 27 -3 7 10 17 18 19 12 15 -14 -10 -12 -5 -9 25 23 21 -21 -22 24 -1 28 -25 -2 -8 right_child=1 5 -4 16 -6 -7 9 8 14 -11 11 -13 13 -15 -16 -17 -18 -19 -20 20 22 -23 -24 26 -26 -27 -28 -29 -30 leaf_value=0.037695350702575001 1.8588439122835794 -12.092479157094601 24.303001668294268 -1.4550087831638479 13.773312835693361 1.8314303274154662 -0.20283605476905561 9.6284273401896154 -1.8993739459389136 -6.5458111158098493 0.17803793503090423 9.6772167510986336 7.7646724823117257 -1.5655590591430664 3.6290364987509593 3.1722821527057228 -6.8856424281908124 4.3780404233932497 3.345568557739258 0.86928178345629903 -0.19297145801159257 0.10006694161659108 2.1842691668757688 -0.011077825242310902 0.70076848409043424 -2.8411689872008106 1.4897162051317168 0.46932912306352093 -0.53806420933116561 leaf_weight=42025 24 27 30 27 22 20 29 24 38 35 564 20 32 30 21 45 23 24 20 1074 1157 790 27 316469 450 26 41 22 22 leaf_count=42025 24 27 30 27 22 20 29 24 38 35 564 20 32 30 21 45 23 24 20 1074 1157 790 27 316469 450 26 41 22 22 internal_value=0 3.07445 6.00936 1.35844 5.26398 -6.16741 0.00010322 0.000802708 3.17933 -1.92259 -0.000134928 0.923608 0.662696 3.25004 0.0683654 0.399288 -3.9531 7.00323 -0.254419 -0.00189804 0.281517 0.545547 -0.137599 -0.00430441 0.0447097 -1.18948 -0.0108831 1.19429 -0.347444 internal_weight=0 195 148 118 68 47 362963 362831 107 132 362724 691 671 62 59 609 50 48 97 362033 3048 1864 1184 358985 42475 77 316510 46 51 internal_count=363158 195 148 118 68 47 362963 362831 107 132 362724 691 671 62 59 609 50 48 97 362033 3048 1864 1184 358985 42475 77 316510 46 51 cat_boundaries=0 7 8 14 cat_threshold=203800576 142902784 4368 1142161409 2117632 2 2 2904 1083179008 1209106500 268439617 37814800 4201601 276829225 is_linear=0 shrinkage=0.01 Tree=283 num_leaves=34 num_cat=4 split_feature=2 16 3 26 5 1 0 25 0 1 16 22 1 3 7 11 25 13 12 2 15 19 25 5 1 3 1 11 25 11 1 5 26 split_gain=1.80541e+07 5.36546e+07 9.32657e+07 7.67918e+06 7.27015e+06 9.932e+06 4.88833e+06 1.31001e+07 4.54931e+07 1.52489e+07 7.76614e+06 7.44692e+06 5.11309e+06 6.52583e+06 4.967e+06 1.0464e+07 3.76681e+06 3.73119e+06 2.25684e+06 1.98403e+06 3.4384e+06 3.26332e+06 3.03023e+06 3.96349e+06 3.07275e+06 1.83546e+06 1.15181e+06 1.14209e+06 4.78862e+06 3.21085e+07 2.33389e+06 1.22404e+06 975478 threshold=2593.0505000000003 124.854 2692.2960000000003 2022.5000000000002 1121.68056 522.78869700000007 591.40200000000016 0 2773.7250000000004 1891.4572200000002 1907.6205000000002 1.6965000000000001 2779.5510000000008 870.71080000000018 1489.0961200000002 826.40400000000011 1 202.94100000000003 241.96900000000002 383.89096000000006 1797.3406500000003 1016.455 2 992.2919965000001 1461.4925000000003 2692.2960000000003 3.4888200000000009 76.483500000000006 3 96.537700000000001 2779.5510000000008 911.29109000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 left_child=6 2 3 4 5 -2 19 8 9 11 12 17 14 -14 16 -16 -9 -8 -5 25 21 22 23 -21 -24 27 -27 30 29 -29 32 -30 -1 right_child=1 -3 -4 18 -6 -7 7 10 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23 24 -25 -26 26 -28 28 31 -31 -32 -33 -34 leaf_value=0.0083050114408229365 1.6992704772949219 -7.6184348324725502 19.263668253045331 0.032416196763515474 -1.5428583984375002 10.996862251281739 -0.49371318615089033 0.98856384542312736 16.366627295667474 9.7266339225769052 5.3157979820514552 6.4424133977890019 1.1736577873229981 -6.3628474624068643 -0.021533029249736241 7.2973360443115238 -0.14745583582884275 3.3759360553478373 -4.2497321281433109 0.54324889165005963 4.0354882621765134 -3.3625229064941409 0.06089280530060491 3.3242887532269516 -2.7126899258683368 3.2596930631463015 0.11760936641693116 13.41417839436304 0.099177800951493297 -0.27607602496300976 2.5382796467675104 -0.92303617990317466 -0.025083871055252404 leaf_weight=178844 27 38 38 32 20 20 177 352 22 20 29 20 20 27 56 30 1499 29 20 1005 24 25 1550 54 41 28 20 21 7500 93 36 119 171322 leaf_count=178844 27 38 38 32 20 20 177 352 22 20 29 20 20 27 56 30 1499 29 20 1005 24 25 1550 54 41 28 20 21 7500 93 36 119 171322 internal_value=0 3.0437 5.62435 1.26893 3.50687 5.65569 0.000102455 0.461578 2.49626 1.3573 0.177409 0.616651 0.103195 -3.15582 0.182273 2.53156 0.0731222 0.0510433 -1.61456 -0.00281598 0.267295 0.233487 0.267411 0.67865 -0.0105162 -0.00485247 1.95049 -0.00511468 0.115093 2.0647 -0.00776906 0.0831029 -0.00803081 internal_weight=0 195 157 119 67 47 362963 2281 268 246 2013 226 1984 47 1937 86 1851 206 52 360682 2699 2675 2650 1059 1591 357983 48 357935 7733 114 350202 7619 350166 internal_count=363158 195 157 119 67 47 362963 2281 268 246 2013 226 1984 47 1937 86 1851 206 52 360682 2699 2675 2650 1059 1591 357983 48 357935 7733 114 350202 7619 350166 cat_boundaries=0 6 12 19 20 cat_threshold=9437184 134217728 16 0 0 2147483648 16384 1073743360 4096 1073807361 0 3 203751424 34304 4368 1141899265 20480 2147483650 2 8388640 is_linear=0 shrinkage=0.01 Tree=284 num_leaves=27 num_cat=0 split_feature=2 16 4 6 1 4 0 2 26 2 1 3 21 0 5 1 7 13 1 3 2 3 11 0 0 26 split_gain=1.76948e+07 5.25869e+07 1.04296e+08 2.34679e+07 2.27614e+07 4.80629e+06 1.29685e+07 1.38562e+07 1.99174e+07 1.10891e+07 9.92425e+06 5.65383e+06 1.2083e+07 8.80263e+06 5.44975e+06 3.8807e+06 3.76914e+06 3.16262e+06 2.64292e+06 1.19026e+07 2.14322e+06 1.78875e+06 1.23981e+06 1.17644e+06 801942 593626 threshold=2593.0505000000003 124.854 2632.2792750000003 104.42200000000001 860.12500000000011 2632.2792750000003 2773.7250000000004 27.046500000000005 2022.5000000000002 547.57500000000016 1891.4572200000002 1107.1660000000004 206.16450000000006 988.99750000000006 1530.4632000000001 1097.7209 1489.0961200000002 576.41150000000016 2779.5510000000008 148.57200000000003 365.68050000000005 67.315750000000023 76.483500000000006 172.16250000000002 17.427500000000006 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=5 2 3 4 24 6 11 8 -8 -9 17 18 13 16 -15 -5 -13 23 20 25 22 -22 -1 -7 -2 -20 right_child=1 -3 -4 15 -6 10 7 9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.0074955635844527139 2.3418091978850191 -7.5422500808615442 21.070454371957219 -1.2569136753082277 13.541915893554688 -0.052553178923470639 11.233635284836227 -5.2282199973106387 -0.46337403953075412 3.3034890292241021 -6.4724410651070734 0.33081211757380519 8.0327020752948268 2.0782623356267029 7.5033086129893425 -6.6518387476603191 -3.206802982091904 3.2823125667572022 -1.9638726010529892 8.0432310468500319 0.03069779010763404 0.50359869135819246 0.11952030592611652 -2.5349537872586931 -0.30013403320312498 0.22235671926427769 leaf_weight=350884 27 38 34 30 22 42 37 25 24 39 35 512 23 95 23 24 32 20 23 22 1687 1521 7857 35 20 27 leaf_count=350884 27 38 34 30 22 42 37 25 24 39 35 512 23 95 23 24 32 20 23 22 1687 1521 7857 35 20 27 internal_value=0 3.01327 5.5681 1.2829 5.14708 0.000101662 0.000795741 3.22123 6.63153 -0.0292098 -1.90773 -0.000314124 0.90733 0.659772 3.13569 -3.65466 0.122717 -0.260664 -0.00203153 1.91369 -0.00241261 0.254913 -0.00471371 -1.18092 1.21758 -0.783309 internal_weight=0 195 157 123 69 362963 362831 125 61 64 132 362706 685 662 118 54 544 97 362021 72 361949 3208 358741 77 47 50 internal_count=363158 195 157 123 69 362963 362831 125 61 64 132 362706 685 662 118 54 544 97 362021 72 361949 3208 358741 77 47 50 is_linear=0 shrinkage=0.01 Tree=285 num_leaves=33 num_cat=6 split_feature=2 7 6 1 6 1 1 24 0 0 6 4 25 6 8 1 5 4 10 13 25 1 7 2 10 25 9 25 0 25 8 18 split_gain=3.40712e+07 1.13456e+08 3.34806e+07 5.25608e+07 5.11283e+06 1.30847e+07 5.71332e+06 6.40503e+06 2.42903e+07 5.6642e+06 5.62146e+06 6.05222e+06 4.37069e+06 3.82333e+06 3.40349e+06 3.74977e+06 4.55794e+06 3.02373e+06 2.41225e+06 2.50659e+06 2.3401e+06 2.21522e+06 2.19756e+06 1.85854e+06 1.6343e+06 1.08872e+07 2.54091e+07 1.9399e+06 921480 1.63089e+06 723012 615417 threshold=2593.0505000000003 2690.3565000000003 1520.8892800000003 2779.5510000000008 2871.8940000000007 1461.4925000000003 262.36100000000005 0 2773.7250000000004 2773.7250000000004 987.12000000000012 784.4625000000002 1 16.192500000000006 1926.0125000000005 2779.5510000000008 543.59225000000015 145.4075 983.00100000000009 31.152500000000003 2 219.8015 117.00750000000001 322.86800000000011 147.93337000000002 3 176.8184 4 20.818889000000002 5 138.49600000000001 2044.7545000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 9 2 9 2 9 2 2 left_child=4 2 3 17 6 23 9 8 10 24 12 -12 -8 -11 15 20 -17 21 19 -16 -9 -2 -19 30 28 26 -26 -27 31 -30 -6 -1 right_child=1 -3 -4 -5 5 -7 7 14 -10 13 11 -13 -14 -15 18 16 -18 22 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31 -32 -33 leaf_value=-0.012333422365000367 3.1197234398609885 21.076310605135831 -8.0807242438372437 16.779701697308084 -0.38187585626329695 -9.5198064994812022 1.4713760826614637 0.39460759879754725 10.997216895559559 -4.3744464417866302 1.0626116761928652 7.1599192174275723 0.29473543167721228 0.8139409128427505 1.5687301349639893 -0.17164096654847613 -5.3016396068704532 -3.8992037518819171 -0.56348340534028551 6.2039250373840336 -0.14216448035945323 -0.83230125261389687 0.42643448829650882 2.1476738257635208 1.1936194482029125 0.34675524552638232 13.618069607734681 -0.072279794615290174 0.16807763939205381 -0.0030879335226163631 -2.8713031363487245 1.3533495131405917 leaf_weight=326137 37 33 34 23 28 20 399 1325 23 49 41 27 1463 20 28 43 29 24 21 20 2066 23 23 21 93 1873 20 2670 8025 18128 20 33 leaf_count=326137 37 33 34 23 28 20 399 1325 23 49 41 27 1463 20 28 43 29 24 21 20 2066 23 23 21 93 1873 20 2670 8025 18128 20 33 internal_value=0 4.15848 0.754283 3.06498 -0.00137787 -2.39791 -0.000789535 0.319502 0.777259 -0.00570988 0.659494 3.4836 0.556358 -2.87057 0.064006 0.0203695 -2.23789 0.116953 2.26333 3.50006 0.0683184 1.60478 -1.7824 -0.333586 -0.00515613 0.18097 3.11681 0.100863 -0.00761582 0.049497 -1.41914 -0.0121953 internal_weight=0 197 164 130 362622 89 362533 5485 1953 357048 1930 68 1862 69 3532 3463 72 107 69 48 3391 60 47 69 356979 4656 113 4543 352323 26153 48 326170 internal_count=362819 197 164 130 362622 89 362533 5485 1953 357048 1930 68 1862 69 3532 3463 72 107 69 48 3391 60 47 69 356979 4656 113 4543 352323 26153 48 326170 cat_boundaries=0 1 7 13 14 21 27 cat_threshold=308 512 0 4432 0 0 2147483649 1164320 1074003968 68161600 512 20480 1091 10485760 202228256 134579304 143130624 2217803776 20480 1088 2 134318592 134479872 832 37782049 2098881 1642 is_linear=0 shrinkage=0.01 Tree=286 num_leaves=30 num_cat=5 split_feature=2 7 6 1 6 1 1 25 0 5 0 26 8 12 4 6 25 13 1 7 2 10 25 12 25 4 25 26 8 split_gain=3.33932e+07 1.11198e+08 3.28143e+07 5.15148e+07 5.01109e+06 1.28243e+07 5.6009e+06 5.61743e+06 1.23324e+07 6.64762e+06 5.55148e+06 4.93269e+06 4.02156e+06 3.78804e+06 2.96356e+06 2.90098e+06 2.71865e+06 2.26247e+06 2.17114e+06 2.15383e+06 1.82155e+06 1.60188e+06 1.06705e+07 3.74739e+07 1.90149e+06 911962 1.97165e+06 803861 708624 threshold=2593.0505000000003 2690.3565000000003 1520.8892800000003 2779.5510000000008 2871.8940000000007 1461.4925000000003 262.36100000000005 0 2773.7250000000004 2763.7525000000005 2773.7250000000004 2022.5000000000002 1926.0125000000005 1922.9850000000004 145.4075 1913.0125000000005 1 432.27550000000002 219.8015 117.00750000000001 322.86800000000011 147.93337000000002 2 144.98960000000002 3 234.35050000000004 4 2022.5000000000002 138.49600000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 9 2 9 2 2 left_child=4 2 3 14 6 20 10 8 9 16 21 -12 13 15 18 -9 -8 -14 -2 -16 28 25 23 -23 -24 27 -27 -1 -6 right_child=1 -3 -4 -5 5 -7 7 12 -10 -11 11 -13 17 -15 19 -17 -18 -19 -20 -21 -22 22 24 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0.0791298 0.0404214 0.115783 0.0688169 0.576791 2.9851 1.58873 -1.76458 -0.33025 -0.00510445 0.179167 3.08564 0.0998606 -0.00753962 0.160933 -0.00907602 -1.40495 internal_weight=0 197 164 130 362622 89 362533 5485 1930 1892 357048 69 3555 3508 107 3482 1871 47 60 47 69 356979 4656 113 4543 352323 3184 349139 48 internal_count=362819 197 164 130 362622 89 362533 5485 1930 1892 357048 69 3555 3508 107 3482 1871 47 60 47 69 356979 4656 113 4543 352323 3184 349139 48 cat_boundaries=0 6 12 13 20 26 cat_threshold=9487488 1082130432 67113040 262656 0 9 128 0 80 0 0 8 10485760 202228256 134579304 143130624 2217803776 20480 1088 2 134578720 134578176 134742080 2147745793 6296576 1096 is_linear=0 shrinkage=0.01 Tree=287 num_leaves=41 num_cat=8 split_feature=2 7 5 0 3 1 24 0 3 4 1 1 5 9 0 26 7 7 1 25 19 25 26 2 0 1 7 0 17 13 0 25 0 24 25 26 25 19 12 25 split_gain=3.27286e+07 1.08985e+08 3.17708e+07 5.84826e+07 2.28729e+07 4.23603e+06 6.44085e+06 1.53017e+07 1.19704e+07 9.68006e+06 1.66336e+07 5.96878e+06 1.02951e+07 4.48622e+06 4.22578e+06 5.95676e+06 4.20906e+06 3.55526e+06 3.06694e+06 2.37369e+06 3.15794e+06 2.03956e+06 1.98905e+06 1.88739e+06 1.86959e+06 1.66739e+06 1.50202e+06 1.49858e+06 3.3803e+06 2.5713e+06 9.80251e+06 2.04836e+06 1.00875e+06 656267 3.72917e+06 3.99862e+06 686007 570080 486782 442125 threshold=2593.0505000000003 2690.3565000000003 22.442500000000006 1266.1895000000002 1854.9329420000001 262.36100000000005 0 2773.7250000000004 602.3524450000001 78.570710500000004 860.12500000000011 2779.5510000000008 710.99890000000016 1279.0000000000002 2773.7250000000004 2022.5000000000002 1888.9124200000003 1113.0755000000001 677.74500000000012 1 425.06250000000006 2 2022.5000000000002 1800.6974500000001 988.99750000000006 1461.4925000000003 987.73900000000015 3.3935000000000004 1772.4296500000003 1099.5287500000002 531.67662500000017 3 166.73750000000004 4 5 2022.5000000000002 6 4.3090000000000002 1922.9850000000004 7 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 9 2 1 9 2 9 2 2 9 left_child=5 2 3 22 17 14 7 8 19 10 -10 16 32 -11 27 -16 21 -4 -18 20 -7 24 -2 -23 -8 -21 -14 33 29 31 -31 -29 -13 34 35 -1 37 -35 -38 -36 right_child=1 -3 4 -5 -6 6 11 -9 9 13 -12 12 26 -15 15 -17 18 -19 -20 25 -22 23 -24 -25 -26 -27 -28 28 -30 30 -32 -33 -34 36 39 -37 38 -39 -40 -41 leaf_value=0.61233030766943908 2.2173759203690753 20.656892256303269 -1.6288906880428917 20.177553297519687 -10.5930861216578 0.63358019650765574 -0.41350707448656904 8.3556819607661321 1.4140640317562014 0.86331287322505834 10.773828560885262 -0.8495834030151368 -4.1616293640136721 5.2980210201556863 -5.3043211163414847 0.44834262119399176 -0.073484457015991211 3.4224669391458686 4.4363550799771359 0.091103065579243053 4.6647962360382085 0.10154945519107844 -1.5916896275816295 2.236493254687105 -2.7949928024080068 -1.5128797952107023 -7.9481147818131879 0.1521553262068378 4.059987121763684 -0.50231590323977993 7.178609091440836 0.0016835864547308007 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944 42 357022 44965 44944 78 44866 50 312057 27877 3596 284180 17908 266272 24281 internal_count=362819 197 164 75 89 362622 5528 1964 1938 289 77 3564 92 212 357094 72 3472 60 63 1649 705 3409 55 2982 427 944 42 357022 44965 44944 78 44866 50 312057 27877 3596 284180 17908 266272 24281 cat_boundaries=0 1 7 12 18 19 25 32 38 cat_threshold=308 2392576 1207960644 134221840 68157440 0 2147483649 10748416 134217732 16 65568 268452864 144738816 134479872 1048912 37781536 2098817 1640 1 1081600 20 4369 1073807392 10242 276824064 2684354560 1409028 268437509 35792176 21104640 2117739 1 211830276 1076364640 110625280 72354307 20480 1073741824 is_linear=0 shrinkage=0.01 Tree=288 num_leaves=32 num_cat=4 split_feature=2 4 26 3 6 1 1 24 0 3 4 0 26 18 8 26 8 1 3 25 25 4 4 2 18 13 0 13 3 8 24 split_gain=3.20773e+07 1.03523e+08 6.46973e+07 7.97443e+06 4.91312e+06 1.25272e+07 5.39443e+06 6.16122e+06 2.32673e+07 1.27677e+07 9.37589e+06 5.34593e+06 4.73004e+06 3.92318e+06 5.16857e+06 3.63131e+06 3.26044e+06 3.62839e+06 5.87913e+06 2.36025e+06 2.24765e+06 1.91062e+06 3.27616e+06 1.76559e+06 1.50529e+06 3.0097e+06 1.41354e+06 2.74451e+06 1.16211e+06 691148 644524 threshold=2593.0505000000003 2632.2792750000003 2022.5000000000002 1854.9329420000001 2871.8940000000007 1461.4925000000003 262.36100000000005 0 2773.7250000000004 602.3524450000001 78.570710500000004 2773.7250000000004 2022.5000000000002 36.140175000000006 135.58212499999999 2022.5000000000002 1926.0125000000005 2779.5510000000008 745.12500000000011 1 2 726.06900000000007 1876.5445000000002 322.86800000000011 2044.7545000000002 20.155000000000005 3.3935000000000004 1099.5287500000002 13.855200000000002 138.49600000000001 3 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 1 left_child=4 3 -3 13 6 23 11 8 9 19 -11 24 -13 14 15 28 17 20 -19 -8 -9 -18 -23 29 26 -26 30 -28 -2 -6 -1 right_child=1 2 -4 -5 5 -7 7 16 -10 10 -12 12 -14 -15 -16 -17 21 18 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31 -32 leaf_value=0.033070755580320403 4.956173809369405 5.1972075718641282 28.416689211527505 -5.1112831115722654 -0.37463334185736524 -9.3191367034912105 0.72379239103194037 0.38413631835803108 10.761848176043966 5.6081334858034788 1.5039481996372341 -5.3693017523629329 -0.13228967554428997 5.0370749378204343 -3.1395689845085144 -1.1859655503873472 4.166808562607601 -0.12016080369340612 -6.1222709579467782 -0.036394231734658111 -0.1419181961180043 -2.0662643890380861 3.6575143041610718 2.0876935677301316 4.3039631597201033 -0.44711259873708087 0.043900067117432953 1.9094237921509563 1.692323468208313 -2.8085859203338623 -0.01730957723613916 leaf_weight=27877 24 24 24 26 28 20 733 1325 23 76 208 35 34 20 32 27 29 47 25 913 2066 20 20 21 24 30 44862 79 20 20 284107 leaf_count=27877 24 24 24 26 28 20 733 1325 23 76 208 35 34 20 32 27 29 47 25 913 2066 20 20 21 24 30 44862 79 20 20 284107 internal_value=0 4.03497 16.8069 -0.0794933 -0.00133541 -2.35059 -0.000758683 0.310466 0.759423 0.644158 2.60225 -0.00553974 -2.78875 0.984137 0.197159 1.70104 0.0598978 0.0171803 -2.20423 0.30631 0.0643467 2.2125 0.795625 -0.330723 -0.00500178 1.66448 -0.00525436 0.0471794 3.47261 -1.38878 -0.0128074 internal_weight=0 197 48 149 362622 89 362533 5485 1953 1930 284 357048 69 123 103 71 3532 3463 72 1646 3391 69 40 69 356979 54 356925 44941 44 48 311984 internal_count=362819 197 48 149 362622 89 362533 5485 1953 1930 284 357048 69 123 103 71 3532 3463 72 1646 3391 69 40 69 356979 54 356925 44941 44 48 311984 cat_boundaries=0 1 7 13 14 cat_threshold=308 2392576 1208222788 134221840 68157440 0 2147483649 1164320 1074003968 68161600 512 20480 1091 1 is_linear=0 shrinkage=0.01 Tree=289 num_leaves=44 num_cat=7 split_feature=2 7 5 1 3 10 1 7 5 25 1 2 1 7 10 25 2 10 3 10 10 25 13 16 25 10 5 4 7 3 4 25 7 2 7 10 26 25 25 4 26 10 2 split_gain=3.1439e+07 1.05797e+08 3.11842e+07 4.44407e+07 2.2493e+07 5.0616e+06 4.06815e+06 5.27675e+06 1.16622e+07 5.9057e+06 3.40636e+07 4.72819e+06 8.28099e+06 4.09505e+06 5.71511e+06 2.88728e+06 3.13176e+06 2.40332e+06 1.88965e+06 1.58559e+06 1.54047e+06 1.00414e+07 2.17706e+07 3.75127e+07 2.03287e+06 7.36256e+06 3.11446e+06 1.87662e+06 1.07821e+06 1.00564e+06 991669 2.11193e+06 3.55089e+06 924423 846255 740652 732334 1.9251e+06 925014 605531 265121 40011 38646.2 threshold=2593.0505000000003 2690.3565000000003 22.442500000000006 1256.4300000000001 1854.9329420000001 392.62500000000006 262.36100000000005 2690.3565000000003 1530.4632000000001 0 2779.5510000000008 299.06050000000005 786.48464000000001 1489.0961200000002 741.05500000000018 1 234.02750000000003 52.707020000000007 870.71080000000018 83.03100000000002 147.93337000000002 2 40.301000000000009 17.805500000000006 3 1797.2975000000001 1287.5327000000002 1115.3337000000004 98.395000000000024 2692.2960000000003 234.35050000000004 4 608.55210000000022 1254.2925000000002 608.55210000000022 1528.9670000000003 2022.5000000000002 5 6 36.706500000000005 2022.5000000000002 294.59875000000005 141.4265 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 9 2 2 2 2 left_child=6 2 3 40 5 -4 20 9 -9 10 11 12 -8 15 17 16 -11 -15 -17 -13 29 22 39 -24 25 26 -23 35 -27 30 36 32 -32 -33 -29 -26 37 -1 -38 41 -2 -22 -31 right_child=1 -3 4 -5 -6 -7 7 8 -10 13 -12 19 -14 14 -16 18 -18 -19 -20 -21 21 24 23 -25 27 28 -28 34 -30 42 31 33 -34 -35 -36 -37 38 -39 -40 -41 -42 -43 -44 leaf_value=0.090236622550153897 1.5226595588966652 20.331458254727451 3.0086337157218686 18.222661514282226 -10.526738564063763 -2.8035523969757143 0.48642386141134863 0.59837499593433585 -8.6873418181283135 0.097826279704408214 12.808140185546876 -0.14685909609640799 4.8095424461364749 2.4505580970219203 5.2672950453507275 -0.11613042143014923 0.71886606473397541 -1.5611282118782401 -1.7243923221315658 -2.7627274340552255 -0.30188368190418591 0.19840911275431922 18.872337363332512 -0.49585049247741703 -0.031518935132349719 6.2117524261474619 3.7487468050003052 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-0.00928242 0.00504022 -0.0239259 0.03149 0.815629 -0.519026 -1.412 internal_weight=0 197 164 75 89 60 362622 5528 59 5469 380 355 256 5089 98 4991 3487 60 1504 99 357094 4680 114 40 4566 2183 2143 2383 40 352414 352363 3188 827 2361 41 2342 349175 176521 172654 74 55 54 51 internal_count=362819 197 164 75 89 60 362622 5528 59 5469 380 355 256 5089 98 4991 3487 60 1504 99 357094 4680 114 40 4566 2183 2143 2383 40 352414 352363 3188 827 2361 41 2342 349175 176521 172654 74 55 54 51 cat_boundaries=0 6 13 14 21 27 33 40 cat_threshold=9437312 0 80 0 0 8 67159072 1082426952 202379520 1148453376 2101248 2147483651 1 10485760 202162720 134579304 143130884 2217803776 20480 1089 2 134251040 327680 134742096 2147745793 1024 8 1074839808 20 2415923457 1073882160 4229633 276825096 0 0 0 33554432 2176 32 1 is_linear=0 shrinkage=0.01 Tree=290 num_leaves=33 num_cat=3 split_feature=4 2 10 1 1 3 1 0 25 2 26 8 0 2 3 6 5 4 20 11 0 15 5 3 1 25 3 8 25 1 11 6 split_gain=1.04608e+07 3.74567e+07 1.2491e+08 1.06327e+07 1.05937e+07 4.9916e+06 4.12004e+07 8.05575e+06 2.99367e+07 6.35938e+07 1.03834e+08 1.01075e+07 1.14993e+07 6.35226e+06 9.7959e+06 5.24523e+06 4.17177e+06 3.8357e+06 3.46882e+06 5.37897e+06 4.85543e+06 2.95968e+06 3.74295e+06 2.61702e+06 9.36415e+06 4.32049e+06 2.49974e+06 1.59162e+06 2.05156e+06 1.16377e+06 829983 177141 threshold=2632.2792750000003 2593.0505000000003 102.49080000000001 1461.4925000000003 494.77402000000006 2692.2960000000003 1891.4572200000002 1114.9175000000002 0 27.046500000000005 2022.5000000000002 1329.5732400000002 1836.963 957.78375000000017 745.12500000000011 512.71000000000015 157.17650000000003 174.73500000000004 1.0000000180025095e-35 98.702000000000012 2773.7250000000004 2640.1488000000004 54.004500000000007 314.62380000000002 2779.5510000000008 1 1278.9218000000003 117.44750000000001 2 2779.5510000000008 26.141250000000007 11.8345 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 9 2 2 2 left_child=5 3 -3 4 30 7 15 21 9 10 -9 18 -13 16 -15 17 -11 -7 20 -20 -10 23 -23 27 25 -25 -5 29 -29 -1 31 -2 right_child=1 2 -4 26 -6 6 -8 8 11 13 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31 -32 -33 leaf_value=-0.0068093730419330704 -0.12843889907554343 26.895768691353179 -4.8173120968871652 -1.9851430549621583 7.7682693172636483 0.90842597235804023 -13.217877617615921 25.7713579165551 -0.19433642735301146 -4.6923974129005721 -3.0279259881519138 8.111412341594697 -0.3017835498578621 7.6789698973945955 -1.8902734756469728 -2.165876369991818 0.97664596557617189 6.0663024202982578 5.9112447712638163 -0.14472749088975517 -2.9378165340423585 0.033508739104637732 5.7876985454559327 0.83194970619009467 6.3608346084594727 0.030943648681516396 -6.8699332167885521 0.82384279825145612 0.1032428002878855 -1.5325455303192137 -1.9382720598307523 1.0961441130865188 leaf_weight=351383 27 23 27 20 21 46 26 31 503 27 21 32 33 23 20 37 25 21 22 44 74 26 20 872 25 2864 22 413 6182 50 22 21 leaf_count=351383 27 23 27 20 21 46 26 31 503 27 21 32 33 23 20 37 25 21 22 44 74 26 20 872 25 2864 22 413 6182 50 22 21 internal_value=0 2.392 9.77071 -0.381944 1.53893 0.000529654 -1.95863 0.00123188 0.970753 4.91629 14.1409 0.0809695 3.8401 0.38455 3.22816 0.856178 -1.9669 2.52507 -0.297776 1.87393 -0.546187 -0.00105905 2.53533 -0.00138154 0.26103 0.220212 -4.54384 -0.00413811 0.149775 -0.00702645 -0.329869 0.407316 internal_weight=0 183 50 133 91 362820 130 362690 855 147 52 708 65 95 43 104 52 67 643 66 577 361835 46 361789 3761 3736 42 358028 6595 351433 70 48 internal_count=363003 183 50 133 91 362820 130 362690 855 147 52 708 65 95 43 104 52 67 643 66 577 361835 46 361789 3761 3736 42 358028 6595 351433 70 48 cat_boundaries=0 4 10 16 cat_threshold=9437696 0 16 1073741824 136332288 134284352 134746129 65536 4195328 1027 604045440 134479872 0 67108864 16384 1032 is_linear=0 shrinkage=0.01 Tree=291 num_leaves=30 num_cat=3 split_feature=4 2 10 1 1 3 1 0 25 2 0 14 9 6 1 2 4 2 15 14 9 3 1 25 8 25 1 11 6 split_gain=1.02526e+07 3.67113e+07 1.22425e+08 1.04211e+07 1.03829e+07 4.89227e+06 4.03806e+07 7.89543e+06 2.93409e+07 6.23283e+07 5.97287e+07 1.30391e+07 6.85816e+06 5.14085e+06 5.03747e+06 4.67088e+06 3.75937e+06 3.048e+06 2.90078e+06 6.01605e+06 2.59841e+06 2.56538e+06 9.17773e+06 4.23551e+06 1.56023e+06 2.01182e+06 1.14061e+06 813467 173616 threshold=2632.2792750000003 2593.0505000000003 102.49080000000001 1461.4925000000003 494.77402000000006 2692.2960000000003 1891.4572200000002 1114.9175000000002 0 27.046500000000005 1836.963 1541.2800000000002 981.55950000000007 512.71000000000015 2779.5510000000008 215.24100000000001 174.73500000000004 1254.2925000000002 2640.1488000000004 517.63660000000004 679.93910000000005 314.62380000000002 2779.5510000000008 1 117.44750000000001 2 2779.5510000000008 26.141250000000007 11.8345 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 9 2 2 2 left_child=5 3 -3 4 27 7 13 18 9 10 -9 14 17 16 15 -10 -7 -11 21 -20 -5 24 23 -23 26 -26 -1 28 -2 right_child=1 2 -4 20 -6 6 -8 8 11 12 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 leaf_value=-0.0067412791898691371 -0.12715452512105307 26.626811350946841 -4.7691387723993373 -2.0110985492524645 7.6905864982377921 0.89934177175812102 -13.085698887384856 5.5266141831874851 -0.75858093594511344 -2.569757193740533 27.556036608695987 6.123529284421136 5.0020190842946368 -2.1442175798158387 -4.6283351318359376 0.9673893501871037 6.0056392342703679 1.9107535466280852 -0.6618186814968402 6.6333115921020509 -6.98571000053769 0.82372453856562811 6.2972260055542 0.030635291083988707 0.81579909730729061 0.10221204129413483 -1.517220079421997 -1.9188894037089566 1.0851826404389882 leaf_weight=351383 27 23 27 21 21 46 26 32 384 49 20 34 24 37 25 265 21 22 26 20 21 872 25 2864 413 6182 50 22 21 leaf_count=351383 27 23 27 21 21 46 26 32 384 49 20 34 24 37 25 265 21 22 26 20 21 872 25 2864 413 6182 50 22 21 internal_value=0 2.36808 9.673 -0.378125 1.52354 0.000524851 -1.93905 0.00122006 0.961046 4.86713 13.9995 0.0801598 0.380705 0.847616 -0.223509 -0.0538319 2.49982 -1.18143 -0.00104797 2.50998 -4.4984 -0.00136723 0.258442 0.218033 -0.00409647 0.148291 -0.00695618 -0.32657 0.403243 internal_weight=0 183 50 133 91 362820 130 362690 855 147 52 708 95 104 674 649 67 71 361835 46 42 361789 3761 3736 358028 6595 351433 70 48 internal_count=363003 183 50 133 91 362820 130 362690 855 147 52 708 95 104 674 649 67 71 361835 46 42 361789 3761 3736 358028 6595 351433 70 48 cat_boundaries=0 4 10 16 cat_threshold=9437696 0 16 1073741824 136332288 134284352 134746129 65536 4195328 1027 604045440 134479872 0 67108864 16384 1032 is_linear=0 shrinkage=0.01 Tree=292 num_leaves=34 num_cat=4 split_feature=4 2 10 1 1 7 4 0 24 14 0 2 4 1 2 22 24 5 10 9 4 9 2 10 2 6 24 11 24 0 6 9 6 split_gain=1.00486e+07 3.59807e+07 1.19988e+08 1.02137e+07 1.01762e+07 4.42494e+06 1.33305e+07 5.98627e+06 8.66002e+06 1.12321e+07 5.50676e+06 1.87016e+07 4.4704e+06 4.62768e+06 6.41432e+06 3.77573e+06 2.72968e+06 4.40432e+06 2.62231e+06 6.63057e+06 2.61004e+06 2.5467e+06 1.88391e+06 2.95316e+06 3.32956e+07 1.75638e+06 1.2466e+06 797279 636436 1.302e+06 705126 599481 170161 threshold=2632.2792750000003 2593.0505000000003 102.49080000000001 1461.4925000000003 494.77402000000006 2690.3565000000003 1115.3337000000004 591.40200000000016 0 1541.2800000000002 2773.7250000000004 27.046500000000005 451.28900000000004 2779.5510000000008 1254.2925000000002 8.6540000000000017 1 1874.1882800000003 2855.9890500000006 104.01250000000002 1291.5535000000002 679.93910000000005 22.573000000000004 214.75250000000003 27.535980000000006 362.02000000000004 2 26.141250000000007 3 125.1855 1913.0125000000005 11.873600000000001 11.8345 decision_type=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 1 2 1 2 2 2 2 left_child=5 3 -3 4 27 7 25 18 9 10 15 -12 13 14 -10 -9 20 -18 22 -20 -14 -5 28 26 -25 31 -24 32 29 -1 -30 -7 -2 right_child=1 2 -4 21 -6 6 -8 8 12 -11 11 -13 16 -15 -16 -17 17 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 30 -31 -32 -33 -34 leaf_value=0.0096612975410165502 -0.12588299044856319 26.360543186353603 -4.7214480813344322 -1.9909874906994049 7.6136808025269289 0.094387999824855642 -7.8144080415265318 0.72092880967225259 -0.41060546156486655 8.7357691078186033 8.7494353989993829 -3.4371509914398195 1.5060353677811689 -4.9702041081019805 3.3387079650163649 3.2959684298115395 0.84792295799022765 -3.0426820645187842 -1.0215620819091797 6.7034082508087156 5.0972726821899412 -6.9158527755737307 -0.05854492447292782 11.111860869506311 0.29946353890578503 2.2475254337875934 0.098165283114847832 -1.8997005265409297 -0.017193023425177943 0.31941453027994826 0.98660362284524095 -2.2728566837310793 1.0743307912917366 leaf_weight=85054 27 23 27 21 21 23 29 698 924 20 34 20 73 21 48 62 246 33 25 20 28 21 7184 29 1589 27 17258 22 247906 1379 70 20 21 leaf_count=85054 27 23 27 21 21 23 29 698 924 20 34 20 73 21 48 62 246 33 25 20 28 21 7184 29 1589 27 17258 22 247906 1379 70 20 21 internal_value=0 2.3444 9.57627 -0.374343 1.50831 0.000520091 -2.11334 0.00109704 0.520317 1.31636 1.15024 4.23588 0.0269913 -0.325796 -0.225454 0.930998 0.949591 0.374327 -0.00208153 2.41176 2.27625 -4.45342 -0.00238287 0.0795103 0.493258 0.248528 0.0521212 -0.323304 -0.00876468 0.0146016 -0.016909 -1.00666 0.399211 internal_weight=0 183 50 133 91 362820 99 362721 2207 834 814 54 1373 993 972 760 380 279 360514 45 101 42 360469 26060 1618 70 24442 70 334409 86433 247976 43 48 internal_count=363003 183 50 133 91 362820 99 362721 2207 834 814 54 1373 993 972 760 380 279 360514 45 101 42 360469 26060 1618 70 24442 70 334409 86433 247976 43 48 cat_boundaries=0 1 2 3 4 cat_threshold=2086 320 2181 7 is_linear=0 shrinkage=0.01 Tree=293 num_leaves=32 num_cat=2 split_feature=4 2 12 1 1 3 1 0 24 0 8 0 6 2 2 2 4 15 14 3 1 3 24 4 0 8 3 1 11 1 6 split_gain=9.8486e+06 3.52647e+07 1.15029e+08 1.00105e+07 9.97373e+06 4.78243e+06 3.94835e+07 7.63193e+06 1.0651e+07 8.9284e+06 9.57194e+06 5.25931e+06 5.02202e+06 4.90635e+06 1.10602e+07 4.95177e+06 3.67518e+06 2.83537e+06 5.88647e+06 2.48973e+06 8.99885e+06 2.42136e+06 2.25154e+06 1.54123e+06 2.01668e+06 1.51421e+06 1.27019e+06 1.11534e+06 781413 231705 166774 threshold=2632.2792750000003 2593.0505000000003 85.539750000000012 1461.4925000000003 494.77402000000006 2692.2960000000003 1891.4572200000002 1114.9175000000002 0 2773.7250000000004 1548.5050000000003 1501.0951200000002 512.71000000000015 23.800700000000003 73.663000000000025 215.24100000000001 174.73500000000004 2640.1488000000004 517.63660000000004 314.62380000000002 2779.5510000000008 1278.9218000000003 1 107.26800000000001 2773.7250000000004 117.44750000000001 112.38575000000002 2779.5510000000008 26.141250000000007 32.888000000000012 11.8345 decision_type=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=5 3 -3 4 28 7 12 17 9 10 11 -9 16 23 -15 -16 -7 19 -19 25 22 -5 -21 24 -10 27 -27 -1 30 -11 -2 right_child=1 2 -4 21 -6 6 -8 8 13 29 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 leaf_value=-0.0066366526099649195 -0.12462415059407553 -3.4265945441147374 27.304595692952475 -1.8906225967407226 7.5375435906364805 0.88891630183095516 -12.939312361203706 2.7944973099347461 -0.9695588095359553 5.9943861506535461 8.2419286528087792 -0.34305618457966019 -2.1186733570614376 8.0823390665054315 -2.7413050478558212 0.89031157850413711 5.9377185512724378 -0.65592754180614765 6.5602092056274408 -0.41478571509211598 6.2342497352600095 -6.6982163585316048 0.30925675080003784 0.89934714120977066 -3.8885507394586289 0.081006770599791944 0.4420116946225261 -1.5002912738800049 -1.880703532479026 7.426063694000244 1.0635875120617095 leaf_weight=351383 27 29 21 20 21 46 26 103 153 26 21 111 37 20 43 296 21 26 20 487 25 22 3249 34 28 5406 1189 50 22 20 21 leaf_count=351383 27 29 21 20 21 46 26 103 153 26 21 111 37 20 43 296 21 26 20 487 25 22 3249 34 28 5406 1189 50 22 20 21 internal_value=0 2.32096 9.48051 -0.3706 1.49322 0.000514901 -1.91716 0.00120226 0.944876 2.499 1.7993 1.16707 0.838378 0.138114 0.855997 0.429664 2.47138 -0.0010276 2.48152 -0.00134325 0.254607 -4.40889 0.214593 -1.05416 -1.42112 -0.00403194 0.146092 -0.00684916 -0.320071 6.61685 0.395218 internal_weight=0 183 50 133 91 362820 130 362690 855 281 235 214 104 574 359 339 67 361835 46 361789 3761 42 3736 215 181 358028 6595 351433 70 46 48 internal_count=363003 183 50 133 91 362820 130 362690 855 281 235 214 104 574 359 339 67 361835 46 361789 3761 42 3736 215 181 358028 6595 351433 70 46 48 cat_boundaries=0 1 2 cat_threshold=2310 136 is_linear=0 shrinkage=0.01 Tree=294 num_leaves=40 num_cat=3 split_feature=4 2 12 1 1 7 1 0 24 14 26 0 22 4 1 2 9 24 5 17 9 2 0 12 0 8 11 4 0 4 11 24 26 0 5 13 8 7 0 split_gain=9.65261e+06 3.4563e+07 1.1274e+08 9.81124e+06 9.77525e+06 4.35174e+06 1.31168e+07 5.78553e+06 8.40263e+06 1.09939e+07 5.71994e+06 1.40842e+07 7.42344e+06 4.34412e+06 4.51705e+06 6.26158e+06 2.81525e+06 2.65868e+06 4.28794e+06 2.60736e+06 2.48198e+06 1.99667e+06 1.90085e+06 2.63642e+06 3.84983e+07 2.35771e+06 1.67379e+06 1.97411e+06 990550 801509 765863 614228 1.52088e+06 3.01853e+06 817989 1.86443e+06 515972 482885 46394.2 threshold=2632.2792750000003 2593.0505000000003 85.539750000000012 1461.4925000000003 494.77402000000006 2690.3565000000003 1097.7209 591.40200000000016 0 1541.2800000000002 2022.5000000000002 2773.7250000000004 8.6540000000000017 451.28900000000004 2779.5510000000008 1254.2925000000002 7.2255000000000011 1 1874.1882800000003 373.49250000000006 679.93910000000005 22.573000000000004 1.2309999999999992 164.94000000000003 6.0903499999999946 1128.2175000000002 704.79726050000011 1291.5535000000002 15.208200000000003 480.16275000000002 26.141250000000007 2 2022.5000000000002 186.04750000000004 1287.5327000000002 54.004500000000007 1926.0125000000005 512.23350000000016 9.5972500000000007 decision_type=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 2 2 2 2 1 2 2 2 2 2 2 2 left_child=5 3 -3 4 30 7 16 21 9 10 11 -9 -12 14 15 -10 -7 19 -19 -15 -5 31 26 25 -25 -24 27 -23 -18 -28 38 32 33 -1 36 -36 -33 -34 -2 right_child=1 2 -4 20 -6 6 -8 8 13 -11 12 -13 -14 17 -16 -17 28 18 -20 -21 -22 22 23 24 -26 -27 29 -29 -30 -31 -32 34 37 -35 35 -37 -38 -39 -40 leaf_value=0.045732436077877719 0.68946472244262691 -3.3923287477164434 27.031549457368396 -1.9338568042573474 7.4621683048066645 2.3361448294321696 -8.5303984506924948 1.4015932058679967 -0.40597674591692562 8.6358834533691411 -0.3718039251970725 8.2006393548214085 3.3826372086055692 1.6681096202061501 -4.9107358269464401 3.2984280465046569 -3.0696736775273861 0.83473568297983192 -3.00412192402464 5.6999503145217902 -6.795737309228806 0.0019817392441225036 0.11110705443278786 14.364093122124673 0.38089381418287188 2.1679696060291356 -0.82262446414856683 2.4509085925420129 -0.10163764953613282 -3.006859988939194 -1.8618964591893283 -0.017276079102995029 -0.031517309131754094 0.81573091665959185 1.1896723329739307 -1.9635383683984931 0.95140339175137612 0.53131686637604159 0.06713753244151241 leaf_weight=44552 25 29 21 21 21 30 24 397 924 20 321 33 63 81 21 48 23 246 33 20 21 13088 11508 20 1267 56 84 33 22 21 22 247791 41222 515 127 22 55 153 23 leaf_count=44552 25 29 21 21 21 30 24 397 924 20 321 33 63 81 21 48 23 246 33 20 21 13088 11508 20 1267 56 84 33 22 21 22 247791 41222 515 127 22 55 153 23 internal_value=0 2.29775 9.3857 -0.366894 1.47829 0.000509723 -2.0958 0.00108188 0.511522 1.29565 1.13122 1.92338 0.244159 0.0255976 -0.322179 -0.223043 -0.0367224 0.935065 0.367505 2.24429 -4.3648 -0.00204294 0.0822362 0.168851 0.598193 0.121068 -0.00192254 0.00814092 -1.61863 -1.25947 -0.316871 -0.00861442 0.0143393 0.0545315 -0.0166151 0.724098 -0.0170611 -0.029436 0.391266 internal_weight=0 183 50 133 91 362820 99 362721 2207 834 814 430 384 1373 993 972 75 380 279 101 42 360514 26077 12851 1287 11564 13226 13121 45 105 70 334437 86442 45067 247995 149 247846 41375 48 internal_count=363003 183 50 133 91 362820 99 362721 2207 834 814 430 384 1373 993 972 75 380 279 101 42 360514 26077 12851 1287 11564 13226 13121 45 105 70 334437 86442 45067 247995 149 247846 41375 48 cat_boundaries=0 1 2 3 cat_threshold=2086 320 7 is_linear=0 shrinkage=0.01 Tree=295 num_leaves=42 num_cat=5 split_feature=3 12 14 26 5 5 8 2 0 25 3 1 2 2 0 15 2 14 9 0 26 5 8 15 25 1 9 24 1 2 0 25 2 2 1 0 9 25 1 9 1 split_gain=1.23223e+07 3.97081e+07 1.55738e+08 1.8801e+07 1.90783e+07 1.21157e+07 5.3943e+06 4.0008e+06 3.49746e+06 1.30464e+07 3.38613e+07 2.66847e+07 6.35548e+06 1.24078e+07 7.47574e+06 1.39172e+07 8.30727e+06 6.18173e+06 4.13715e+06 4.10524e+06 3.22415e+06 2.46982e+06 3.26961e+06 4.54449e+06 3.28526e+06 8.83562e+06 3.93619e+06 1.77392e+06 2.54939e+06 1.38533e+06 4.35769e+06 2.1099e+06 2.2033e+06 1.34432e+06 981665 1.73795e+06 1.18898e+06 948276 1.37508e+06 1.03262e+06 602742 threshold=2692.2960000000003 85.539750000000012 517.63660000000004 2022.5000000000002 299.80000000000007 1874.1882800000003 1926.0125000000005 1092.7150000000004 1114.9175000000002 0 32.805900000000001 733.23400000000015 14.655600000000002 57.965000000000011 1836.963 1069.0300000000002 2593.0505000000003 194.39593150000005 182.40500000000003 2773.7250000000004 2022.5000000000002 153.51925000000003 2877.4750000000008 2640.1488000000004 1 1461.4925000000003 1889.5600000000002 2 146.56050000000002 621.21800000000007 885.78750000000014 3 1800.6974500000001 1800.6974500000001 959.97700000000009 688.40820000000008 592.5680000000001 4 733.23400000000015 351.16025000000008 584.17800000000011 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 1 2 2 2 9 2 2 2 2 2 9 2 2 2 left_child=8 3 -3 5 -5 7 -4 -2 21 10 11 -10 19 -14 15 -15 -16 18 -12 27 -21 29 23 24 25 -23 -26 28 -11 34 31 32 -31 -33 37 36 -36 39 -39 -1 -29 right_child=1 2 6 4 -6 -7 -8 -9 9 12 17 -13 13 14 16 -17 -18 -19 -20 20 -22 22 -24 -25 26 -27 -28 40 -30 30 -32 33 -34 -35 35 -37 -38 38 -40 -41 -42 leaf_value=0.032601808875154972 2.1632124856802135 31.246588236490883 -5.8649524726867677 -0.24577939227775294 -13.131875650405885 8.5993771527030258 1.3107766879688609 -3.7858781280517575 4.4714947088141193 -0.19740043707454905 -0.92403613441868826 18.741959400177002 8.5833024730682368 0.84872325916122238 -0.25945462487584398 9.0120927296514104 -6.8728318994695483 -5.3185144061133975 4.6949465713500977 -6.2487664063771575 -1.0092983432438063 0.38740764937558658 -3.6714895629882811 4.9497033309936525 0.04799024097591148 5.0113227517831893 -2.8010932937933473 -0.89127561068079275 3.6935131722404844 0.92086497848151161 4.1892494714671171 0.19430443950306533 4.5017183685302733 -1.0794495454747626 -0.46227287965044178 -3.0528054073333739 2.0422092399597167 -0.013880685728262218 0.89377534842062856 0.53395517704178053 -2.5630645820617679 leaf_weight=40790 26 21 20 27 20 22 22 20 38 85 38 20 20 227 139 23 22 21 20 24 23 2573 22 20 4673 42 49 157 21 122 29 699 20 94 363 25 20 311860 167 415 25 leaf_count=40790 26 21 20 27 20 22 22 20 38 85 38 20 20 227 139 23 22 21 20 24 23 2573 22 20 4673 42 49 157 21 122 29 699 20 94 363 25 20 311860 167 415 25 internal_value=0 2.63008 9.01137 -0.86575 -5.72922 2.49577 -2.10624 -0.423349 -0.00165597 0.619916 3.34594 9.39234 0.0875405 0.891735 0.51745 1.59975 -1.16315 -0.669661 1.01354 -0.944497 -3.68477 -0.00320654 0.17787 0.189381 0.176405 0.459914 0.0183865 -0.497299 0.524006 -0.00697458 0.371596 0.253188 1.33145 0.0427778 -0.00800654 -0.498238 -0.331491 -0.0074403 -0.0133945 0.0376421 -1.06254 internal_weight=0 178 63 115 47 68 42 46 362886 903 137 58 766 431 411 250 161 79 58 335 47 361983 7379 7357 7337 2615 4722 288 106 354604 964 935 142 793 353640 408 383 353232 312027 41205 182 internal_count=363064 178 63 115 47 68 42 46 362886 903 137 58 766 431 411 250 161 79 58 335 47 361983 7379 7357 7337 2615 4722 288 106 354604 964 935 142 793 353640 408 383 353232 312027 41205 182 cat_boundaries=0 4 10 11 15 21 cat_threshold=1049088 0 0 1073741824 201606688 1208256096 67633408 2147549185 20544 1033 294 2147484160 4 256 1073741824 1619034116 135331844 269484033 6292272 4200593 276846176 is_linear=0 shrinkage=0.01 Tree=296 num_leaves=32 num_cat=5 split_feature=5 8 0 7 12 5 0 25 24 0 1 2 5 26 20 5 10 25 1 0 9 2 25 2 6 2 1 7 25 1 0 split_gain=1.05318e+07 4.49779e+07 1.71387e+07 1.76864e+07 5.57727e+06 8.74252e+06 5.36577e+06 2.9912e+07 2.39706e+07 3.61239e+07 9.3025e+06 7.8081e+06 9.54126e+06 6.30154e+06 3.55009e+06 2.51475e+06 4.08719e+06 2.49827e+06 6.48503e+06 2.40215e+06 2.21512e+06 1.43546e+06 4.16486e+06 3.85738e+06 1.32477e+06 1.20348e+06 1.10265e+06 924871 866255 647346 208168 threshold=2763.7525000000005 2877.4750000000008 1836.963 654.14525000000003 2813.3566500000006 1287.5327000000002 1114.9175000000002 0 1 2773.7250000000004 1461.4925000000003 26.254000000000001 139.80500000000004 2022.5000000000002 16.252921000000004 153.51925000000003 2855.9890500000006 2 1461.4925000000003 2773.7250000000004 1889.5600000000002 484.73415000000006 3 1800.6974500000001 25.206000000000007 1254.2925000000002 1891.4572200000002 481.78500000000003 4 786.48464000000001 196.47460000000004 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 9 2 2 left_child=4 2 3 29 6 27 15 8 9 13 14 24 -13 -8 19 21 17 18 -17 -9 -19 26 23 -23 -10 -24 28 -6 -1 -2 -28 right_child=1 -3 -4 -5 5 -7 7 10 11 -11 -12 12 -14 -15 -16 16 -18 20 -20 -21 -22 22 25 -25 -26 -27 30 -29 -30 -31 -32 leaf_value=0.037433524837068882 -0.48058220711621374 12.582939252580916 -7.1409665352957585 8.1124732615152997 -1.6964220510588752 -8.3764596405029295 6.1855339341793423 -0.62028646579045732 -2.911706428527832 17.195588326087368 -5.8028021601626749 4.0672670050848909 0.23050478050583287 0.99965434551239019 2.3671458064185247 0.35985435633507107 4.2171980163574219 0.050438908071453473 4.6940201187133788 -3.0348603002061236 -2.2563876124790734 1.1252152882044828 0.2059810633936712 5.5969132418859564 0.17111738538742066 -0.61140357761639652 -0.86336598774966078 0.9060851146958091 -0.013061689997626136 -2.614554882276626 -2.0239571456909182 leaf_weight=38071 44 35 28 30 36 20 53 334 46 26 38 113 152 42 36 2530 25 4678 35 47 42 237 937 21 20 223 68 22 315034 21 20 leaf_count=38071 44 35 28 30 36 20 53 334 46 26 38 113 152 42 36 2530 25 4678 35 47 42 237 937 21 20 223 68 22 315034 21 20 internal_value=0 2.58088 -0.265237 1.76129 -0.00148585 -2.67521 -0.000911057 0.767279 2.55633 6.23591 -1.04323 1.06781 1.86656 3.89283 -0.634525 -0.0028362 0.180757 0.166906 0.417368 -0.918147 0.0298488 -0.00662082 0.310911 1.43362 -1.97752 0.0484284 -0.00789565 -0.709264 -0.00761672 -1.17002 -1.12714 internal_weight=0 158 123 95 362906 78 362828 907 452 121 455 331 265 95 417 361921 7310 7285 2565 381 4720 354611 1418 258 66 1160 353193 58 353105 65 88 internal_count=363064 158 123 95 362906 78 362828 907 452 121 455 331 265 95 417 361921 7310 7285 2565 381 4720 354611 1418 258 66 1160 353193 58 353105 65 88 cat_boundaries=0 6 7 13 19 25 cat_threshold=9470464 134217728 0 1073741824 2113536 1024 70 201606688 1208256096 67633408 2147549185 4160 1033 2149580800 4 272 1074790400 1024 1024 1619034116 135331844 2415919105 4211504 4200593 276846176 is_linear=0 shrinkage=0.01 Tree=297 num_leaves=45 num_cat=2 split_feature=3 16 12 7 1 0 24 5 1 3 2 19 8 2 3 15 1 1 0 5 8 15 5 9 8 10 2 0 10 7 1 0 0 1 1 0 8 1 24 7 1 1 0 1 split_gain=1.19668e+07 5.15433e+07 1.21892e+08 2.0643e+07 1.24794e+07 3.35386e+06 9.57881e+06 7.66577e+06 1.79883e+07 1.96387e+07 5.45381e+06 8.12511e+06 5.33312e+06 4.00269e+06 3.59921e+06 5.41318e+06 5.14458e+06 2.83008e+06 2.51141e+06 2.36743e+06 3.25841e+06 4.43378e+06 2.35285e+06 2.22606e+06 2.284e+06 1.70847e+06 1.33746e+06 4.26784e+06 1.36154e+06 1.22963e+06 2.35503e+06 1.20778e+06 2.63506e+06 1.01415e+06 953784 1.70454e+06 1.165e+06 829216 1.93514e+06 880253 680833 519615 352035 294710 threshold=2692.2960000000003 86.379500000000021 85.539750000000012 759.38475000000005 1891.4572200000002 1114.9175000000002 0 164.91500000000005 146.56050000000002 48.012000000000008 215.24100000000001 824.48000000000013 1548.5050000000003 621.21800000000007 7.7315000000000014 610.65000000000009 786.48464000000001 677.74500000000012 2773.7250000000004 153.51925000000003 2877.4750000000008 2640.1488000000004 91.477850000000018 1889.5600000000002 1926.0125000000005 543.30775000000006 621.21800000000007 885.78750000000014 983.00100000000009 71.311500000000009 206.48775000000003 1501.0951200000002 1266.1895000000002 1256.4300000000001 959.97700000000009 688.40820000000008 306.80800000000005 7.1667080000000007 1 2690.3565000000003 227.67125000000004 786.48464000000001 1836.963 959.97700000000009 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 1 2 2 2 2 2 left_child=5 2 3 4 22 19 7 8 31 43 18 14 17 -11 16 -16 -12 40 29 26 21 23 -2 24 -21 -25 34 28 33 41 -31 32 -7 -28 37 36 -36 39 -39 -1 -9 -8 -33 -10 right_child=1 -3 -4 -5 -6 6 10 12 9 13 11 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 30 -32 42 -34 -35 35 -37 -38 38 -40 -41 -42 -43 -44 -45 leaf_value=-0.012611910590190217 1.6810428197243636 -7.7368958623785726 22.892074097664128 7.0235140365542792 -9.0062119402204246 -0.13597194035847981 -1.0450426317310935 -1.2080456211453392 10.738200671456077 -1.2415686525617329 0.066211761474609374 -4.3943291185583391 3.8323119950294497 5.0093436360359194 -0.028842902782836247 3.7441518326600391 6.8707100067138676 -3.7802504857381183 -3.669717109733158 0.17548186797871579 -3.6686247656562117 4.8876074447631837 -2.5762070567267283 0.05533271980285645 2.4870240730463071 -3.2187793787787946 0.26271724147592274 4.1432273733204807 2.8290542945861819 2.7447117969512944 -1.3515806218981743 -0.50733179043500853 4.6007157466722575 -1.3655602548122405 -0.47782061005911131 -3.0209677845001224 1.6767212479202838 0.13356496118804065 -0.017961466031062332 1.902590061823527 1.2823778591985289 -2.7187095278785343 0.73012024615492144 12.415441528320311 leaf_weight=317054 34 38 31 33 21 24 159 21 22 21 20 28 24 20 183 48 25 33 36 7230 22 20 21 30 43 34 875 29 20 25 32 39 23 40 356 25 27 13364 22790 24 23 21 56 20 leaf_count=317054 34 38 31 33 21 24 159 21 22 21 20 28 24 20 183 48 25 33 36 7230 22 20 21 30 43 34 875 29 20 25 32 39 23 40 356 25 27 13364 22790 24 23 21 56 20 internal_value=0 2.59187 5.39539 0.419272 -2.44836 -0.00162994 0.607048 1.94545 3.03252 6.73088 -0.179737 0.73846 -0.283634 1.80766 1.25918 0.755156 3.84649 -1.56653 -1.20878 -0.00314834 0.174135 0.185626 0.0555474 0.172809 0.189148 -1.68404 -0.00683744 0.365135 0.247953 -0.834968 0.445039 0.870802 2.18198 0.191536 -0.00785142 -0.491071 -0.325934 -0.00729328 0.0380809 -0.0124669 0.0937667 -1.2403 0.222114 11.5369 internal_weight=0 178 140 109 76 362886 903 326 225 83 577 304 101 41 276 231 45 77 273 361983 7379 7357 55 7337 7273 64 354604 964 935 237 57 142 47 915 353640 408 383 353232 36154 317078 44 180 95 42 internal_count=363064 178 140 109 76 362886 903 326 225 83 577 304 101 41 276 231 45 77 273 361983 7379 7357 55 7337 7273 64 354604 964 935 237 57 142 47 915 353640 408 383 353232 36154 317078 44 180 95 42 cat_boundaries=0 1 2 cat_threshold=2070 60 is_linear=0 shrinkage=0.01 Tree=298 num_leaves=38 num_cat=7 split_feature=4 3 10 14 6 6 0 25 3 0 24 25 26 4 2 6 15 6 24 6 2 25 25 18 0 14 3 3 9 25 12 7 2 26 3 5 10 split_gain=1.18085e+07 6.48952e+07 1.10622e+08 7.96308e+06 3.66353e+06 6.08614e+06 3.30775e+06 6.15046e+06 2.33533e+07 9.98644e+06 1.48864e+07 1.34229e+07 3.55189e+07 1.62037e+07 4.63677e+06 1.03139e+07 3.8997e+06 3.65447e+06 3.0578e+06 4.69738e+06 3.02148e+06 1.92101e+06 1.36275e+06 1.62656e+06 1.33169e+06 1.23229e+06 1.5163e+06 919458 881187 2.96973e+06 3.24464e+07 2.46412e+06 1.12369e+06 778379 299757 249341 35155.9 threshold=2632.2792750000003 2692.2960000000003 152.20455000000001 1012.3383000000001 7.3040000000000012 797.20500000000004 87.006000000000014 0 2692.2960000000003 988.99750000000006 1 2 2022.5000000000002 784.4625000000002 215.24100000000001 117.13140000000003 1797.3406500000003 1913.0125000000005 3 1118.3050000000001 137.53500000000003 4 5 912.34500000000014 1836.963 1867.1242800000002 64.027500000000018 2692.2960000000003 23.845300000000005 6 92.539573500000017 2690.3565000000003 778.91025000000013 2022.5000000000002 55.204000000000015 93.825125 55.241950000000003 decision_type=2 2 2 2 2 2 2 9 2 2 1 9 2 2 2 2 2 2 1 2 2 9 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=6 3 -3 4 34 -6 25 9 17 16 11 13 -13 -11 20 -16 18 22 21 -20 -12 -8 24 -24 -9 27 36 28 31 30 -30 33 -31 -1 -2 -29 -27 right_child=1 2 -4 -5 5 -7 7 8 -10 10 14 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 35 29 32 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.0035788549104061548 -1.4014387094974519 28.99272845875133 -1.2154602587664569 -6.4398738797505706 5.7812195868925622 -1.0513104519248009 -0.47978002439594009 0.10267396631370873 -8.6675454804205128 -0.20877541134676594 -0.62606847848042413 11.90617794924769 0.34213636203688019 7.962587591807047 4.4139111130578179 -0.56857559302791227 4.5688767333257765 3.2512913539069039 0.38546018343038346 3.1258603262901308 -4.6420879032300864 0.21394010243869641 -0.10409874734109677 -2.8939530626932783 1.4359936955100612 -0.21539005361497401 -3.6502202968597413 1.985545210157122 0.15457802016904035 0.055947941749724603 13.383575891256333 3.3355552673339846 -0.93650326549488572 -0.026995899939650396 -3.0590804290771487 0.52362499558925624 -0.73467978217385044 leaf_weight=171362 24 22 27 24 22 32 722 5220 31 127 101 58 49 30 63 122 21 35 2761 64 23 870 4308 21 76 32 20 28 254 14331 20 22 115 161965 20 20 22 leaf_count=171362 24 22 27 24 22 32 722 5220 31 127 101 58 49 30 63 122 21 35 2761 64 23 870 4308 21 76 32 20 28 254 14331 20 22 115 161965 20 20 22 internal_value=0 2.62687 12.3474 -1.27728 -0.0129718 1.73231 -0.00159278 0.145333 -0.00196222 0.429341 1.67259 3.35652 6.0455 1.27164 0.121346 1.12816 0.269789 0.0258446 0.24935 0.445965 -1.37098 -0.101705 0.0141157 -0.117361 0.121578 -0.00779657 -1.29811 -0.00752228 -0.00771313 0.0680045 1.08075 -0.0110567 0.0480141 -0.0112775 -2.15491 1.37641 -0.426953 internal_weight=0 171 49 122 98 54 362893 14702 9691 5011 573 264 107 157 309 185 4438 9660 4417 2825 124 1592 9625 4329 5296 348191 74 348117 348069 14720 274 333349 14446 333327 44 48 54 internal_count=363064 171 49 122 98 54 362893 14702 9691 5011 573 264 107 157 309 185 4438 9660 4417 2825 124 1592 9625 4329 5296 348191 74 348117 348069 14720 274 333349 14446 333327 44 48 54 cat_boundaries=0 6 7 10 11 16 23 29 cat_threshold=9488896 134479936 67633424 4194304 17089 34 2358 32768 262144 256 3712 9469952 0 16 0 16384 203752612 8390180 134217792 1074790913 6296832 576 2 8388608 0 0 512 0 1024 is_linear=0 shrinkage=0.01 Tree=299 num_leaves=34 num_cat=5 split_feature=4 3 12 1 1 8 7 4 25 0 24 3 9 8 7 1 9 2 6 24 1 25 0 0 26 7 25 2 11 0 9 9 12 split_gain=1.15735e+07 6.36038e+07 1.05812e+08 9.54748e+06 9.56959e+06 4.82001e+06 1.07711e+07 4.51317e+06 6.89103e+06 7.26334e+06 1.06854e+07 1.4149e+07 3.22934e+06 2.69881e+06 2.63044e+06 2.32538e+06 4.62605e+06 2.1433e+06 1.75215e+06 1.70716e+06 1.70255e+06 6.38307e+06 5.26836e+07 1.03259e+07 1.08965e+06 1.06996e+06 2.55907e+06 891471 875704 724715 625154 567609 247525 threshold=2632.2792750000003 2692.2960000000003 85.539750000000012 1891.4572200000002 629.11000000000013 2877.4750000000008 987.73900000000015 784.4625000000002 0 474.32500000000005 1 1471.8415000000002 447.75250000000011 1548.5050000000003 1282.0428000000002 171.78100000000003 1103.8800000000003 1444.3300000000002 311.24100000000004 2 19.090500000000002 3 1501.0951200000002 2773.7250000000004 2022.5000000000002 164.82050000000001 4 863.30000000000007 29.442000000000004 2773.7250000000004 13.866450000000002 100.12835000000001 256.21285000000006 decision_type=2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 9 2 2 2 2 2 2 left_child=5 3 -3 4 28 7 30 13 14 17 11 -11 -12 20 27 24 18 19 -17 -10 25 22 -22 -23 -15 29 -27 31 -2 -1 -7 -9 -26 right_child=1 2 -4 -5 -6 6 -8 8 9 10 12 -13 -14 15 -16 16 -18 -19 -20 -21 21 23 -24 -25 32 26 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.011742405199925554 -0.71769277095794681 -1.5973058201716499 27.847925640603773 -6.0574732909664037 6.1112649258700289 -0.38951717080741094 -6.8421253793889818 -0.071504233491760272 0.93255076560950445 3.0074039294268635 1.7056899219201436 11.334629584503173 -0.74348097334516805 2.2252296107748282 -4.3712254314422614 2.5314367874808936 -1.1812890098208473 -2.900908483505249 6.4347836245661201 -0.18797522422404606 0.49018419528190904 0.052996196308421242 15.28340979385376 -5.2331462024998023 0.088806798047032842 1.5083185214021779 0.11064418526924202 -1.9792111196016011 -3.1660397487594971 -1.2670066352512526 1.9086291892826557 -1.6659810801652761 -1.1782595589047387 leaf_weight=328316 48 26 23 31 22 29 33 158 292 111 126 25 94 23 20 23 21 20 23 247 650 29142 25 37 58 127 3142 38 21 46 20 26 21 leaf_count=328316 48 26 23 31 22 29 33 158 292 111 126 25 94 23 20 23 21 20 23 247 650 29142 25 37 58 127 3142 38 21 46 20 26 21 internal_value=0 2.6006 12.2239 -1.26451 0.368261 -0.00157693 -2.42578 -0.00102903 0.622534 1.01353 2.14106 4.22731 0.630564 -0.00302392 -0.862094 1.26038 2.7077 0.3136 4.48311 0.432877 -0.00361458 0.0687175 1.02293 0.0462773 0.309683 -0.010126 0.169896 -0.584789 -1.46284 -0.0119183 0.548502 -0.296811 -0.248008 internal_weight=0 171 49 122 91 362893 82 362811 1157 915 356 136 220 361654 242 169 67 559 46 539 361485 29854 675 29179 102 331631 3269 222 69 328362 49 184 79 internal_count=363064 171 49 122 91 362893 82 362811 1157 915 356 136 220 361654 242 169 67 559 46 539 361485 29854 675 29179 102 331631 3269 222 69 328362 49 184 79 cat_boundaries=0 6 7 8 13 19 cat_threshold=2155872256 134217732 65 1080033280 0 2147483649 2355 3409 9437184 0 0 0 128 2162688 0 64 0 0 1024 is_linear=0 shrinkage=0.01 Tree=300 num_leaves=37 num_cat=5 split_feature=0 9 1 11 2 26 1 25 9 0 22 6 25 26 6 7 7 3 25 6 1 3 3 4 2 0 26 25 0 3 25 9 0 3 1 26 split_gain=8.64792e+06 2.48751e+07 6.14604e+07 4.22903e+07 1.26559e+07 1.52352e+07 4.95476e+06 1.3372e+07 3.39058e+07 1.31044e+07 8.59986e+06 7.44548e+06 3.51164e+06 3.98717e+06 2.45045e+06 2.06989e+06 1.99315e+06 2.41861e+06 2.03042e+06 2.28708e+06 3.67118e+06 2.25424e+06 1.87953e+06 1.10585e+06 1.14651e+06 955282 918276 2.52876e+06 5.46058e+06 2.30231e+06 1.34037e+06 3.69909e+06 1.87395e+06 759772 458229 3720.57 threshold=2773.7250000000004 149.28375000000003 2779.5510000000008 1022.9471520000001 27.046500000000005 2022.5000000000002 733.23400000000015 0 592.5680000000001 6.8327500000000017 307.45000000000005 2871.8940000000007 1 2022.5000000000002 92.06750000000001 25.207000000000004 86.254000000000005 2692.2960000000003 2 1118.3050000000001 7.7340000000000009 54.436500000000009 870.71080000000018 1291.5535000000002 1092.7150000000004 1836.963 2022.5000000000002 3 1266.1895000000002 1471.8415000000002 4 383.33200000000005 474.32500000000005 314.62380000000002 53.925750000000008 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 left_child=6 2 4 -3 5 -2 16 8 9 -8 11 12 22 -14 -6 -11 25 18 19 21 -21 -18 -9 24 -20 26 27 29 -29 -1 31 -28 -32 -25 35 -27 right_child=1 3 -4 -5 14 -7 7 10 -10 15 -12 -13 13 -15 -16 -17 17 -19 23 20 -22 -23 -24 33 -26 34 30 28 -30 -31 32 -33 -34 -35 -36 -37 leaf_value=0.095521311016345381 9.6764531444681108 -10.378179065159388 20.03605061270974 4.9556840741956556 -4.4471920898437496 -1.3592098192735151 5.6393180768754751 -0.49920760933919389 15.792043861389162 -0.18397288982684795 6.2144996817906701 -4.9275147669655937 1.1025341814025491 -0.05510534171575035 0.24898025816679004 -4.1408443470001224 0.037871960787008135 2.9709530512491864 0.050310837931305141 5.5854366266159792 0.88748448525369172 0.69186730636144755 -3.2076178751320676 -0.15457816635690086 1.1982619398832322 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351504 178129 151754 26375 173375 26032 147343 81 70 50 internal_count=363494 190 118 72 96 51 363304 1616 124 104 1492 1468 1440 1191 45 59 361688 10114 10084 2242 101 2141 249 7842 7761 351574 351504 178129 151754 26375 173375 26032 147343 81 70 50 cat_boundaries=0 6 13 19 25 32 cat_threshold=0 0 64 0 16384 2147484672 2156134912 262148 68157441 67108896 4200448 0 2 2217853056 8389120 67108881 262657 1088 1024 3222306816 1073807364 2415989505 1079140400 4196881 276825098 612368384 2457600 8390724 37782114 402786464 2148552800 1 is_linear=0 shrinkage=0.01 Tree=301 num_leaves=36 num_cat=5 split_feature=0 9 1 11 2 1 25 0 1 6 16 14 25 15 7 7 6 7 3 25 6 1 3 2 9 0 24 0 25 3 0 6 8 9 1 split_gain=8.47583e+06 2.43801e+07 6.02373e+07 4.14487e+07 1.24041e+07 4.85616e+06 1.31059e+07 3.36595e+07 1.73322e+07 7.77885e+06 7.20282e+06 5.75124e+06 3.88891e+06 5.44994e+06 3.15307e+06 2.68357e+06 2.40168e+06 1.95349e+06 2.37048e+06 1.99001e+06 2.24157e+06 3.59812e+06 2.20939e+06 1.02744e+06 1.75287e+06 936272 875503 2.64295e+06 1.97109e+06 1.88778e+06 1.04052e+06 1.38933e+06 1.04174e+06 843441 449110 threshold=2773.7250000000004 149.28375000000003 2779.5510000000008 1022.9471520000001 27.046500000000005 733.23400000000015 0 5.5660000000000016 1256.4300000000001 2871.8940000000007 1907.6205000000002 96.188500000000019 1 454.65825000000001 1489.0961200000002 25.207000000000004 92.06750000000001 86.254000000000005 2692.2960000000003 2 1118.3050000000001 7.7340000000000009 54.436500000000009 1092.7150000000004 50.590000000000011 1836.963 3 688.40820000000008 4 5.4252175000000005 562.18200000000013 889.19240000000013 1926.0125000000005 1889.5600000000002 53.925750000000008 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 left_child=5 2 4 -3 -2 17 7 8 -7 10 12 15 13 -8 -14 -9 -6 25 19 20 22 -22 -19 33 -25 26 27 28 -1 -29 32 -32 -28 -21 -27 right_child=1 3 -4 -5 16 6 9 11 -10 -11 -12 -13 14 -15 -16 -17 -18 18 -20 23 21 -23 -24 24 -26 34 30 29 -30 -31 31 -33 -34 -35 -36 leaf_value=0.08600308914467758 4.8668116240407908 -10.274397550310407 19.835689557682382 4.9061273585139098 -4.4027202697753909 17.254903308323453 1.417379103595356 -0.26488537968815984 5.0402882077143749 -4.8545466784773206 6.054394657828591 4.372514575004578 -0.21445163188017172 -1.9557261869642468 2.3893574675735163 -4.8113901481628423 0.24649037432670592 0.037493241786064946 2.9412435429890951 0.044315434079139168 5.5295822470528746 0.87860965933836999 0.68494862531262168 -0.64903482514458732 2.1097754925391712 -1.6695178232669829 -0.018686261601864013 1.3679207387382601 -0.0074865184678389197 -0.22104288399219513 -0.32356161580156922 -2.8231464767456056 1.6158272977975698 -1.6356855494181315 0.10354983139038088 leaf_weight=27814 51 35 22 37 25 21 424 37 26 29 22 20 914 54 49 20 20 1203 30 7714 21 80 938 37 61 50 203596 243 119011 108 670 23 39 30 20 leaf_count=27814 51 35 22 37 25 21 424 37 26 29 22 20 914 54 49 20 20 1203 30 7714 21 80 938 37 61 50 203596 243 119011 108 670 23 39 30 20 internal_value=0 2.11251 4.91063 -2.47329 1.4903 -0.000139731 0.546823 3.54345 10.4979 0.2722 0.375684 -0.241276 0.288986 1.01508 -0.0811205 -1.86015 -2.3364 -0.00258353 0.134437 0.126087 0.388098 1.84564 0.321152 0.050619 1.06818 -0.0065253 -0.00629501 0.0123003 0.0102292 0.879009 -0.0196887 -0.40652 -0.0183732 0.0378072 -1.16293 internal_weight=0 190 118 72 96 363304 1616 124 47 1492 1463 77 1441 478 963 57 45 361688 10114 10084 2242 101 2141 7842 98 351574 351504 147176 146825 351 204328 693 203635 7744 70 internal_count=363494 190 118 72 96 363304 1616 124 47 1492 1463 77 1441 478 963 57 45 361688 10114 10084 2242 101 2141 7842 98 351574 351504 147176 146825 351 204328 693 203635 7744 70 cat_boundaries=0 6 12 18 19 26 cat_threshold=0 0 64 0 16384 2147484672 3162112 1207960576 4368 1077936128 0 1 2217853056 8389120 67108881 262657 1088 1024 55 9469952 2392132 2155876673 3226657824 34306 278921216 2 is_linear=0 shrinkage=0.01 Tree=302 num_leaves=42 num_cat=2 split_feature=0 9 1 11 2 26 1 9 0 6 22 2 26 4 6 7 5 19 24 19 6 14 6 7 5 7 19 12 18 1 0 26 24 0 2 0 0 1 6 1 26 split_gain=8.30716e+06 2.38949e+07 5.90386e+07 4.06239e+07 1.21572e+07 1.4932e+07 4.75952e+06 9.38239e+06 1.70156e+07 1.45154e+07 8.30431e+06 1.57442e+07 5.07766e+06 5.40234e+06 2.35389e+06 1.91461e+06 1.82058e+06 1.79156e+06 1.46522e+06 1.6171e+06 1.74347e+06 1.13305e+06 1.10577e+06 2.03895e+06 2.32579e+06 1.6795e+06 1.19218e+06 1.40531e+06 1.0244e+06 1.55666e+06 917640 899420 1.60196e+06 5.80089e+06 1.26534e+06 1.21021e+06 2.25729e+06 1.10383e+06 701176 440173 3646.53 threshold=2773.7250000000004 149.28375000000003 2779.5510000000008 1022.9471520000001 27.046500000000005 2022.5000000000002 733.23400000000015 2724.2674800000009 885.78750000000014 2871.8940000000007 134.98749999999998 621.21800000000007 2022.5000000000002 1517.5820000000001 92.06750000000001 86.254000000000005 204.40050000000005 1144.1260000000002 0 824.48000000000013 1118.3050000000001 305.45698000000004 483.48500000000007 137.82320000000001 40.750500000000002 1489.0961200000002 261.04200000000009 3.3835000000000002 380.39565000000005 402.26250000000005 1836.963 2022.5000000000002 1 885.78750000000014 215.24100000000001 746.42750000000012 688.40820000000008 112.91100000000002 349.45300000000003 53.925750000000008 2022.5000000000002 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 2 2 2 1 2 2 2 2 2 2 2 2 left_child=6 2 4 -3 5 -2 15 9 -9 10 12 -12 13 -8 -6 30 22 -14 28 20 -20 -21 26 24 -24 -25 38 -28 29 -18 31 32 33 -1 -34 36 -33 -37 -17 40 -32 right_child=1 3 -4 -5 14 -7 7 8 -10 -11 11 -13 17 -15 -16 16 18 -19 19 21 -22 -23 23 25 -26 -27 27 -29 -30 -31 39 35 34 -35 -36 37 -38 -39 -40 -41 -42 leaf_value=0.056162831412713186 9.5310209050671819 -10.171653614589147 19.637332181930542 4.8570659472491293 -4.3586930267333983 -1.394285758191889 0.78071839350947114 11.881618835449219 -0.86284212979403407 -6.9930018645066481 -0.91046821941028944 11.348626136779785 -0.061579716325929318 4.1851138950347897 0.24402550065517425 0.037117404428278648 -0.12428911617832392 -2.7832268788337706 0.55957964317762143 0.76231887123801489 2.0009558160503707 -2.10343537975002 4.9186121697859333 0.12710127900209142 0.20684792041778566 2.8245006862640385 2.1447229471279865 0.23516765346046256 -1.5676387195098096 1.2185505057326875 -1.574002545674642 -0.022016053483545926 -0.011865051917340459 2.7683062379571459 0.23673455883806141 -1.0821615502299096 2.1246126057055532 0.37312806680168903 -0.5572623408308216 0.10251425552368165 -1.745350581018821 leaf_weight=45243 29 35 22 37 25 22 688 20 22 26 22 20 743 50 20 7324 508 25 1242 22 90 37 22 301 20 25 57 119 39 104 27 173059 130727 79 2080 196 49 71 204 20 23 leaf_count=45243 29 35 22 37 25 22 688 20 22 26 22 20 743 50 20 7324 508 25 1242 22 90 37 22 301 20 25 57 119 39 104 27 173059 130727 79 2080 196 49 71 204 20 23 internal_value=0 2.09139 4.86152 -2.44856 1.4754 4.81814 -0.000138312 0.541355 5.20595 0.416887 0.541342 4.9272 0.419028 1.01137 -2.31304 -0.00255767 0.133092 -0.150175 0.399843 0.581033 0.65697 -1.03485 0.0656116 0.601132 2.67491 0.333957 0.0400312 0.853603 0.00371024 0.103906 -0.00646002 -0.00623204 0.00954924 0.0608769 -0.00797093 -0.022446 -0.0214084 -0.695174 0.0210104 -1.1513 -1.65282 internal_weight=0 190 118 72 96 51 363304 1616 42 1574 1548 42 1506 738 45 361688 10114 768 2042 1391 1332 59 8072 368 42 326 7704 176 651 612 351574 351504 178129 45322 132807 173375 173108 267 7528 70 50 internal_count=363494 190 118 72 96 51 363304 1616 42 1574 1548 42 1506 738 45 361688 10114 768 2042 1391 1332 59 8072 368 42 326 7704 176 651 612 351574 351504 178129 45322 132807 173375 173108 267 7528 70 50 cat_boundaries=0 1 2 cat_threshold=173 7 is_linear=0 shrinkage=0.01 Tree=303 num_leaves=42 num_cat=5 split_feature=0 9 1 11 2 26 1 25 9 0 22 6 0 26 6 7 7 25 6 2 10 10 4 14 14 7 2 9 0 26 25 0 24 25 9 0 9 16 1 9 26 split_gain=8.14185e+06 2.34261e+07 5.78709e+07 3.6668e+07 1.19639e+07 1.42058e+07 4.66481e+06 1.2837e+07 3.32421e+07 1.24602e+07 8.24682e+06 6.98954e+06 3.39957e+06 5.68272e+06 2.27726e+06 2.00302e+06 1.87651e+06 2.27039e+06 1.98117e+06 2.2055e+06 2.57157e+06 1.68236e+06 1.60927e+06 1.48514e+06 1.87323e+06 1.18278e+06 1.06548e+06 2.02509e+06 899379 881522 2.46622e+06 4.26505e+06 3.0337e+06 1.31262e+06 3.60749e+06 1.99248e+06 762996 498123 431413 390896 3573.96 threshold=2773.7250000000004 12.515000000000002 2779.5510000000008 1022.9471520000001 27.046500000000005 2022.5000000000002 733.23400000000015 0 592.5680000000001 6.8327500000000017 307.45000000000005 2871.8940000000007 33.002500000000005 2022.5000000000002 16.192500000000006 25.207000000000004 86.254000000000005 1 1118.3050000000001 197.43915000000001 207.477 800.19400000000007 1291.5535000000002 1541.2800000000002 185.33634000000004 512.23350000000016 1092.7150000000004 50.590000000000011 1836.963 2022.5000000000002 2 1266.1895000000002 3 4 383.33200000000005 474.32500000000005 1889.5600000000002 272.43498000000005 53.925750000000008 176.8184 2022.5000000000002 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 1 9 2 2 2 2 2 2 2 left_child=6 2 4 -3 5 -2 16 8 9 -8 11 12 21 -14 -6 -11 28 18 23 20 -20 -9 26 24 -18 -21 36 -28 29 30 32 -32 -1 34 -31 -35 -19 39 40 -24 -30 right_child=1 3 -4 -5 14 -7 7 10 -10 15 -12 -13 13 -15 -16 -17 17 22 19 25 -22 -23 37 -25 -26 -27 27 -29 38 33 31 -33 -34 35 -36 -37 -38 -39 -40 -41 -42 leaf_value=0.31714661597845367 9.4357103308315935 -9.1771201565391145 19.914579758417041 4.8084953596785258 -4.4236798427415929 -1.3639243398393905 5.4768280966016984 -0.27837176302985667 15.590873069763184 -0.19000462507590271 6.0805492035547886 -4.7774517972128736 1.4038906427097109 -0.15037580555752864 0.13101312660035633 -4.0824347496032711 0.24437723491541388 0.052794112932243842 1.0925390001705715 -0.80128865517675874 6.1028725566864015 -3.1702939278738844 -1.6881033306737101 -2.3839007663726806 1.0641348150446779 1.7927339113675631 -0.69996349031584604 2.4113652517933115 -1.5582625233685528 0.031577795622325849 -0.0046665641416837452 3.1091716480255127 0.039424529724734036 -0.032031235094750692 1.3174007130536165 -0.72843224032700649 -1.6011024829319545 -2.6661944761730378 0.10148917770385742 -0.11250615060329437 -1.7278970815824426 leaf_weight=5368 29 38 21 37 23 21 45 478 20 39 24 28 467 474 21 20 2118 7344 21 32 20 21 31 20 321 39 35 52 27 26581 158039 44 14678 146162 220 412 28 21 20 32 23 leaf_count=5368 29 38 21 37 23 21 45 478 20 39 24 28 467 474 21 20 2118 7344 21 32 20 21 31 20 321 39 35 52 27 26581 158039 44 14678 146162 220 412 28 21 20 32 23 internal_value=0 2.07047 4.90614 -2.27755 1.55319 4.89986 -0.000136929 0.535941 3.50161 1.51345 0.264225 0.170935 0.267153 0.620976 -2.24985 -1.50947 -0.00253209 0.131762 0.387748 1.68997 3.5366 -0.400076 0.0439375 0.330012 0.352267 0.623597 0.0594961 1.15968 -0.00639542 -0.00616972 0.00945375 -0.00379963 0.113915 -0.0222216 0.0421169 -0.0339864 0.0465124 -1.3324 -1.13978 -0.8878 -1.63629 internal_weight=0 190 115 75 94 50 363304 1616 124 104 1492 1468 1440 941 44 59 361688 10114 2571 112 41 499 7543 2459 2439 71 7459 87 351574 351504 178129 158083 20046 173375 26801 146574 7372 84 70 63 50 internal_count=363494 190 115 75 94 50 363304 1616 124 104 1492 1468 1440 941 44 59 361688 10114 2571 112 41 499 7543 2459 2439 71 7459 87 351574 351504 178129 158083 20046 173375 26801 146574 7372 84 70 63 50 cat_boundaries=0 6 12 18 19 26 cat_threshold=0 0 64 0 16384 2147484672 2217853056 8389184 67108949 262657 1088 1024 3222306816 65540 2415989249 1079009328 4196881 276825098 7 612368512 2457600 8390724 37782114 402786464 2148552800 1 is_linear=0 shrinkage=0.01 Tree=304 num_leaves=38 num_cat=7 split_feature=0 15 1 11 1 26 1 25 0 1 22 6 25 26 10 1 5 3 7 3 3 25 7 4 25 4 0 0 26 25 0 24 25 0 0 1 26 split_gain=7.97982e+06 2.26215e+07 3.68825e+07 2.30784e+07 1.64108e+07 6.60525e+06 4.57198e+06 1.25816e+07 3.27806e+07 1.69626e+07 8.08271e+06 6.85045e+06 3.38755e+06 3.7628e+06 2.0976e+06 2.91276e+06 2.00672e+06 1.84863e+06 1.83917e+06 2.31187e+06 1.91606e+06 2.14637e+06 2.01849e+06 1.98399e+06 1.10439e+06 3.32569e+06 1.04036e+06 881482 863990 2.41722e+06 4.18017e+06 2.97345e+06 1.28689e+06 1.9797e+06 1.80632e+06 422828 3502.84 threshold=2773.7250000000004 56.88600000000001 2779.5510000000008 1022.9471520000001 554.77325000000008 2022.5000000000002 733.23400000000015 0 5.5660000000000016 1256.4300000000001 307.45000000000005 2871.8940000000007 1 2022.5000000000002 519.72350000000017 1461.4925000000003 1121.68056 870.71080000000018 86.254000000000005 2692.2960000000003 104.20500000000001 2 375.00750000000005 1517.5820000000001 3 451.28900000000004 428.79030000000006 1836.963 2022.5000000000002 4 1266.1895000000002 5 6 688.40820000000008 474.32500000000005 53.925750000000008 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 9 2 1 9 2 2 2 2 left_child=6 2 4 -3 5 -2 18 8 9 -8 11 12 17 -14 15 -10 -6 -9 27 20 24 23 -23 -22 25 -20 -26 28 29 31 -31 -1 33 -30 -34 36 -29 right_child=1 3 -4 -5 16 -7 7 10 14 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 26 -27 -28 35 32 30 -32 -33 34 -35 -36 -37 -38 leaf_value=0.31398104663044712 6.8980873516278391 -11.477940477891403 12.894791983468192 3.0066493502530189 -1.4874960446357728 0.53202797872679575 17.011774115789503 -0.49694512293555521 0.43327107149011951 4.9281046485900877 6.0197436889012659 -4.7296772343771805 1.0669533275981435 -0.057642646710467496 2.2581681649581244 -4.3761690025329596 -5.7586696688695387 -3.1829944696097541 0.28367660981667064 2.902332383473714 0.07227866203283588 0.31486402402795877 1.0412735661531756 -2.6712005954318578 0.025039592077995526 3.6602518809226252 -0.66655872817569306 -1.5426798834624114 0.038574730857211685 -0.0046198987619712039 3.0780800177834249 0.039030553623347862 -0.031474246290178684 1.6141368770599365 -0.69056137988464439 0.10047424507141113 -1.710618097367494 leaf_weight=5368 39 22 35 22 22 28 21 220 34 26 24 28 579 612 23 20 22 29 494 30 1111 1068 596 27 6532 31 225 27 25495 158039 44 14678 147383 80 417 20 23 leaf_count=5368 39 22 35 22 22 28 21 220 34 26 24 28 579 612 23 20 22 29 494 30 1111 1068 596 27 6532 31 225 27 25495 158039 44 14678 147383 80 417 20 23 internal_value=0 2.04977 3.944 -4.23565 1.12168 4.23764 -0.000135462 0.530582 3.46659 10.3272 0.261582 0.169225 0.264482 0.485003 -0.270835 -1.348 -3.62308 -0.778513 -0.00250667 0.130444 0.122198 0.344416 0.571609 0.00712472 0.0366914 0.474026 0.00200723 -0.00633137 -0.00610792 0.00935941 -0.00376164 0.112778 -0.0219994 0.0434862 -0.0333315 -1.12839 -1.61993 internal_weight=0 190 146 44 111 67 363304 1616 124 47 1492 1468 1440 1191 77 54 44 249 361688 10114 10084 2802 1664 1138 7282 525 6757 351574 351504 178129 158083 20046 173375 25575 147800 70 50 internal_count=363494 190 146 44 111 67 363304 1616 124 47 1492 1468 1440 1191 77 54 44 249 361688 10114 10084 2802 1664 1138 7282 525 6757 351574 351504 178129 158083 20046 173375 25575 147800 70 50 cat_boundaries=0 6 13 20 25 31 32 39 cat_threshold=0 0 64 0 16384 2147484672 2156134912 262148 68157441 67108896 4200448 0 2 1310720 295016 34603776 1074790401 2117888 1 2 2215641216 512 4 1310721 4194368 3222306816 65540 2415989249 1079009328 4196881 276825098 7 612368384 2457600 8390724 37781602 402786464 2148552800 1 is_linear=0 shrinkage=0.01 Tree=305 num_leaves=31 num_cat=1 split_feature=0 1 9 1 1 8 7 4 24 7 10 1 14 2 9 17 4 7 8 6 0 1 20 7 1 1 6 0 6 0 split_gain=9.7676e+06 4.22479e+07 1.04844e+08 7.13524e+06 1.32271e+07 4.65492e+06 1.03281e+07 5.0565e+06 4.51954e+06 7.11492e+06 1.47448e+07 7.31987e+06 4.09223e+06 2.94991e+06 4.11921e+06 2.41108e+06 2.57514e+06 2.34257e+06 1.9555e+06 2.28005e+06 1.86629e+06 4.97207e+06 5.82474e+06 5.81955e+06 1.84712e+06 1.70614e+06 1.2198e+06 1.21155e+06 542233 69140 threshold=2773.7250000000004 2779.5510000000008 85.335000000000022 554.77325000000008 48.966000000000001 2877.4750000000008 1489.0961200000002 508.16875000000005 0 1489.0961200000002 1105.5920000000003 1097.7209 1151.8115000000003 152.42810000000006 1889.5600000000002 611.69250000000011 2632.2792750000003 759.38475000000005 1926.0125000000005 483.48500000000007 988.99750000000006 786.48464000000001 1.0000000180025095e-35 1.0000000180025095e-35 2779.5510000000008 38.365500000000004 6.3606000000000007 3.1710000000000007 685.98275000000012 137.97000000000003 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 2 left_child=5 3 -3 4 -2 7 26 18 12 13 11 -11 15 28 -15 16 -9 -5 20 25 24 22 -22 -23 27 -20 -7 -1 -10 -26 right_child=1 2 -4 17 -6 6 -8 8 9 10 -12 -13 -14 14 -16 -17 -18 -19 19 -21 21 23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.011883594951419012 -0.86425423036922111 27.181908402215868 -2.1573533498829809 -5.0635579829062189 8.2476661055428639 1.1193574905395509 -7.3134331188883097 -0.21501626719505343 0.26500904740489167 3.1819343457221989 8.3831363842938398 -3.6337116237787099 -3.2977321385114617 1.2840620435910695 -2.7814630038921648 2.8508105041240821 2.6014689644645244 -1.0731982350349427 1.3452050286370354 -1.2373413340250652 -0.18352896504223346 3.9203990022635753 3.8776546628851638 -0.5030216525463348 -1.560910139437075 4.9703817825317387 -1.5250953393993956 0.042834369213955545 -0.76543810220198194 -2.2985802046457926 leaf_weight=313097 66 21 29 31 21 37 28 718 714 40 37 26 39 601 26 29 34 28 37 21 500 81 38 47 27 20 33 46471 55 24 leaf_count=313097 66 21 29 31 21 37 28 718 714 40 37 26 39 601 26 29 34 28 37 21 500 81 38 47 27 20 33 46471 55 24 internal_value=0 2.23162 10.1651 -0.48534 1.33517 -0.001353 -2.18049 -0.000764173 0.464695 0.788269 3.32987 0.496983 -0.134783 0.60639 1.11548 0.0214363 -0.0876752 -3.16983 -0.00375949 1.57944 -0.00410224 0.52477 0.10332 2.29617 -0.00508169 2.6172 -0.127313 -0.00481178 0.19131 -1.90805 internal_weight=0 196 50 146 87 362780 98 362682 2319 1499 103 66 820 1396 627 781 752 59 360363 78 360285 666 538 128 359619 57 70 359568 769 51 internal_count=362976 196 50 146 87 362780 98 362682 2319 1499 103 66 820 1396 627 781 752 59 360363 78 360285 666 538 128 359619 57 70 359568 769 51 cat_boundaries=0 1 cat_threshold=650 is_linear=0 shrinkage=0.01 Tree=306 num_leaves=41 num_cat=7 split_feature=1 2 6 7 1 25 24 7 7 3 6 9 2 2 26 24 25 25 6 12 26 1 2 9 3 15 7 7 12 25 11 3 3 26 25 2 7 2 26 10 split_gain=6.33568e+06 2.71663e+07 4.03548e+07 1.51844e+07 3.40122e+06 4.20702e+06 7.0713e+06 4.15064e+06 6.54022e+06 1.18865e+07 5.42532e+06 4.09328e+06 7.88668e+06 7.76985e+06 3.16924e+06 2.93186e+06 3.4286e+06 2.87353e+06 2.46221e+06 2.25956e+06 2.04668e+06 1.93318e+06 3.71982e+06 1.84497e+06 1.80162e+06 1.3195e+06 1.09784e+06 5.28765e+06 3.39757e+07 1.95759e+06 3.86125e+06 1.08153e+06 735654 698014 2.16857e+06 1.39443e+06 693669 655699 76524.4 44193.3 threshold=2779.5510000000008 2593.0505000000003 685.98275000000012 1888.9124200000003 262.36100000000005 0 1 2690.3565000000003 1489.0961200000002 1854.9329420000001 1520.8892800000003 182.40500000000003 26.254000000000001 299.06050000000005 2022.5000000000002 2 3 4 237.75800000000004 33.101600000000012 2022.5000000000002 786.48464000000001 547.57500000000016 149.28375000000003 7.2660000000000009 2640.1488000000004 28.908000000000005 29.369 29.942100000000007 5 5.0064090000000006 327.31500000000005 1854.9329420000001 2022.5000000000002 6 2593.0505000000003 199.16000000000003 148.17000000000004 2022.5000000000002 21.016500000000004 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 left_child=4 3 -3 14 25 6 11 8 15 18 -9 12 20 -14 24 17 -17 -7 -10 -16 -6 22 36 -23 -2 26 32 28 39 30 -29 -31 33 34 -1 -35 -8 38 -34 -28 right_child=1 2 -4 -5 5 7 21 10 9 -11 -12 -13 13 -15 19 16 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 29 -30 31 -32 -33 37 35 -36 -37 -38 -39 -40 -41 leaf_value=0.11783435669748624 5.0775917608087715 19.15109037017822 0.68683564153210863 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81 108 20 16267 21 885 29 165648 158404 27 22 25 32 20 internal_value=0 1.89134 8.22327 -0.532594 -0.00106857 0.24454 1.3457 0.174956 0.200613 2.52798 -2.95571 3.27742 4.56841 7.56209 1.12197 0.146499 0.278734 -0.287988 1.05122 -0.5578 1.57473 0.186966 0.806065 -1.34989 2.93611 -0.00488559 -0.00469536 0.0727731 2.15594 0.058187 1.24028 0.0485451 -0.00866259 -0.00842849 0.00555649 -0.0231203 0.103388 -0.93343 -0.374435 -0.202073 internal_weight=0 177 49 128 362799 5552 317 5235 5193 118 42 112 88 44 104 5075 3891 1184 97 54 44 205 147 58 50 357247 357212 17402 121 17281 129 17152 339810 339724 174049 165675 123 86 61 101 internal_count=362976 177 49 128 362799 5552 317 5235 5193 118 42 112 88 44 104 5075 3891 1184 97 54 44 205 147 58 50 357247 357212 17402 121 17281 129 17152 339810 339724 174049 165675 123 86 61 101 cat_boundaries=0 6 7 8 14 20 26 32 cat_threshold=8405120 8389120 67108880 4456448 0 1034 282 2178 295936 1207992320 134221888 65536 2117632 2147483649 3212292 1074004032 1049092 1140850688 1024 2147483648 2048 1048576 0 512 128 1024 3222306816 4 2415919617 1074988064 4229649 276825098 is_linear=0 shrinkage=0.01 Tree=307 num_leaves=34 num_cat=4 split_feature=0 1 9 1 1 8 7 4 25 9 10 7 25 7 8 6 3 0 25 4 12 1 1 3 8 6 0 3 26 25 7 9 26 split_gain=9.44965e+06 4.10439e+07 1.01691e+08 7.00418e+06 1.29498e+07 4.57332e+06 1.01399e+07 4.92043e+06 4.50776e+06 5.30693e+06 7.32406e+06 1.19527e+07 3.07471e+06 2.29165e+06 1.91411e+06 2.23425e+06 1.86285e+06 1.81999e+06 1.00547e+07 1.013e+07 2.37813e+06 1.82446e+06 1.66976e+06 1.57802e+06 1.46974e+06 1.19656e+06 1.18267e+06 1.62598e+06 854515 582844 549620 264759 46098 threshold=2773.7250000000004 2779.5510000000008 85.335000000000022 554.77325000000008 48.966000000000001 2877.4750000000008 1489.0961200000002 508.16875000000005 0 1889.5600000000002 1105.5920000000003 1489.0961200000002 1 759.38475000000005 1926.0125000000005 483.48500000000007 870.71080000000018 988.99750000000006 2 20.826328500000006 729.25800000000015 2779.5510000000008 38.365500000000004 2692.2960000000003 998.8850000000001 6.3606000000000007 1114.9175000000002 1854.9329420000001 2022.5000000000002 3 1113.0755000000001 351.16025000000008 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=5 3 -3 4 32 7 25 14 9 10 12 -12 -9 -5 17 22 29 21 19 -19 -20 23 -16 -1 -11 -7 27 -18 -23 31 -31 -10 -2 right_child=1 2 -4 13 -6 6 -8 8 16 24 11 -13 -14 -15 15 -17 26 18 20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 30 -32 -33 -34 leaf_value=-0.0049912662065561405 -0.6067823717934745 26.773583697364444 -2.1211195018373687 -5.0157238289617725 8.1604071326482863 1.1078476498578045 -7.2472642762320376 0.37055716148441958 -0.48237747277620541 -4.0096437728881833 1.2126562990222061 9.2897305566293227 1.419537323376292 -1.0689686973605839 1.3315796424247122 -1.2256965855189732 -1.1151282011178822 5.7546097962752629 -0.18557901562987086 -0.85025447028023859 2.8561986485234012 -3.3824149183793502 4.9178913345336914 1.7371621886124979 -0.72664395650227864 -1.5112927870316939 0.2595824608287296 -4.3757141761779783 -0.76884279579951853 0.18823805201876831 1.6231649548666818 0.63133048395315805 -1.1363215911003852 leaf_weight=359516 35 21 29 31 21 37 28 800 193 25 57 27 441 28 37 21 65 69 535 35 27 22 20 52 30 33 37 20 29 572 28 24 31 leaf_count=359516 35 21 29 31 21 37 28 800 193 25 57 27 441 28 37 21 65 69 535 35 27 22 20 52 30 33 37 20 29 572 28 24 31 internal_value=0 2.195 10.0147 -0.482968 1.32075 -0.00133014 -2.16128 -0.000746499 0.458408 0.818897 0.951175 3.80886 0.757746 -3.14269 -0.00370124 1.56265 -0.0792615 -0.00404034 0.518231 3.22201 -0.0387542 -0.00500757 2.58993 -0.00473932 -2.21892 -0.12689 -1.23273 -1.88232 -1.89627 0.0920121 0.251018 -0.343379 -0.855505 internal_weight=0 196 50 146 87 362780 98 362682 2319 1380 1325 84 1241 59 360363 78 939 360285 666 104 562 359619 57 359568 55 70 122 85 51 817 600 217 66 internal_count=362976 196 50 146 87 362780 98 362682 2319 1380 1325 84 1241 59 360363 78 939 360285 666 104 562 359619 57 359568 55 70 122 85 51 817 600 217 66 cat_boundaries=0 6 12 17 22 cat_threshold=137412608 1074004480 202903824 2147811329 4215808 2147484674 134250496 262144 201326848 2147483648 4194304 2147483648 1049088 0 0 1073741824 2097152 2222981124 134217728 64 5242912 2099200 is_linear=0 shrinkage=0.01 Tree=308 num_leaves=34 num_cat=5 split_feature=1 2 6 7 8 7 4 25 7 15 24 8 6 6 3 1 26 4 17 8 6 1 1 3 6 3 1 7 1 25 25 25 4 split_gain=6.05364e+06 2.6158e+07 3.87809e+07 1.487e+07 4.40369e+06 5.29784e+06 4.65201e+06 6.45999e+06 1.15214e+07 1.0077e+07 5.2585e+06 4.54395e+06 4.29828e+06 3.87533e+06 3.858e+06 5.91545e+06 3.08533e+06 2.50156e+06 2.18393e+06 2.13606e+06 2.38752e+06 2.06171e+06 1.85879e+06 1.75194e+06 1.63788e+06 1.48089e+06 5.89466e+06 3.82346e+06 1.28401e+06 5.06133e+06 787914 599426 26748.1 threshold=2779.5510000000008 2593.0505000000003 685.98275000000012 1888.9124200000003 2877.4750000000008 458.04858100000007 480.16275000000002 0 1489.0961200000002 521.50900000000013 1 1128.2175000000002 1520.8892800000003 1295.575 870.71080000000018 1256.4300000000001 2022.5000000000002 1876.5445000000002 11.912500000000001 1926.0125000000005 483.48500000000007 1256.4300000000001 16.567500000000003 7.2660000000000009 335.64456000000007 1854.9329420000001 384.88812500000006 183.40100000000004 16.727500000000003 2 3 4 0.75546499999999883 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 2 2 2 2 9 9 9 2 left_child=4 3 -3 16 6 32 19 8 10 11 24 -10 -7 -12 15 30 23 21 -18 25 22 -16 -21 -2 -8 28 27 -27 31 -30 -9 -1 -6 right_child=1 2 -4 -5 5 12 7 14 9 -11 13 -13 -14 -15 17 -17 18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31 -32 -33 -34 leaf_value=0.044167612186380927 5.0092996068434283 18.774670909881593 0.67407031618315605 -7.6249034039179477 0.6053311530403469 -1.8171309089660646 0.3815398892155894 -0.40418260859833527 0.42822691390388889 10.543388548351471 1.0426118234846142 6.316986709594727 -7.4846052302484933 4.279702976911496 -1.604782587963602 4.9010482772827144 -2.0922078469220331 -4.0083448784491598 2.072286190509796 1.3741562430063883 -1.292943281173706 1.6863340711593628 5.176426639556885 1.2383189562175956 -0.75750067464018289 -0.83593088363492218 5.7817442408475008 3.9235688195909773 1.2802770155054422 0.044248757022737097 0.18791112329894705 -0.013280928851231832 0.13279680480957032 leaf_weight=19283 22 20 29 24 23 32 286 342 38 21 715 20 23 39 92 25 34 34 20 36 20 24 20 28 226 86 22 21 325 30262 612 310147 25 leaf_count=19283 22 20 29 24 23 32 286 342 38 21 715 20 23 39 92 25 34 34 20 36 20 24 20 28 226 86 22 21 325 30262 612 310147 25 internal_value=0 1.84877 8.06207 -0.529762 -0.00104426 -2.06846 -0.000457149 0.431693 0.896181 4.60789 0.671644 2.45883 -4.18717 1.19421 -0.128461 0.0992182 1.10758 -1.62301 -0.549803 -0.00342515 1.67289 -0.923862 2.73211 2.89755 -0.118917 -0.00377889 1.06747 0.0981765 -0.00416274 0.0578151 -0.0266159 -0.00991727 0.35922 internal_weight=0 177 49 128 362799 103 362696 2474 1345 79 1266 58 55 754 1129 979 104 150 54 360222 76 116 56 50 512 360146 129 107 360017 30587 954 329430 48 internal_count=362976 177 49 128 362799 103 362696 2474 1345 79 1266 58 55 754 1129 979 104 150 54 360222 76 116 56 50 512 360146 129 107 360017 30587 954 329430 48 cat_boundaries=0 6 7 12 19 25 cat_threshold=2146816 1074004480 1577232 2147811329 4215808 2147484674 2696 8388608 0 0 0 128 2157182980 134217728 64 4194336 2099200 1 2 3758096388 1146884 2415919172 100860192 272665089 279451168 is_linear=0 shrinkage=0.01 Tree=309 num_leaves=34 num_cat=4 split_feature=0 5 2 8 3 8 7 4 24 7 7 5 3 9 26 25 9 4 7 8 6 0 25 4 20 17 3 6 9 9 25 6 26 split_gain=9.17593e+06 2.57135e+07 3.33283e+07 2.50908e+07 2.98666e+07 4.42606e+06 9.88616e+06 4.73164e+06 4.35149e+06 6.79603e+06 1.392e+07 4.92053e+06 4.37957e+06 4.06843e+06 3.89203e+06 3.15314e+06 4.97597e+06 2.36922e+06 2.09534e+06 1.83748e+06 2.14483e+06 1.77256e+06 9.84822e+06 9.92126e+06 4.4665e+06 1.65785e+06 1.56254e+06 1.47494e+06 1.21896e+06 1.18078e+06 4.0643e+06 1.1552e+06 848579 threshold=2773.7250000000004 45.455100000000009 1444.3300000000002 2877.4750000000008 2692.2960000000003 2877.4750000000008 1489.0961200000002 508.16875000000005 0 1489.0961200000002 1888.9124200000003 1530.4632000000001 1278.9218000000003 156.72000000000003 2022.5000000000002 1 1889.5600000000002 2632.2792750000003 1282.0428000000002 1926.0125000000005 483.48500000000007 988.99750000000006 2 20.826328500000006 1.0000000180025095e-35 611.69250000000011 13.508217500000002 1118.3050000000001 83.457886500000015 39.318525000000001 3 6.3606000000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 left_child=5 2 14 4 13 7 31 19 12 15 -11 -12 17 -3 -2 28 -17 25 27 21 26 29 23 -23 -24 -9 -21 -14 -10 32 -31 -7 -1 right_child=1 3 -4 -5 -6 6 -8 8 9 10 11 -13 18 -15 -16 16 -18 -19 -20 20 -22 22 24 -25 -26 -27 -28 -29 -30 30 -32 -33 -34 leaf_value=0.0067142610190031402 4.6299453149839893 2.564016638000806 17.081052630969456 6.4705945002237959 -14.810111899614336 1.0957802576632114 -7.1481321511949805 -0.11460632275904853 0.3198502016234816 8.2661873053179846 2.7827735137939453 -2.7422140840247824 -0.13363971074422201 -2.9598615878423056 -0.16081330827304297 1.0400432578658907 -4.002559455871582 3.0077325789133709 -5.0756333460126601 1.3202751005018081 -1.2009334110078358 5.6935700536810838 -0.29379835449603314 -0.84287180655343197 3.0964016787211102 2.2143923401832581 4.7895385322570805 -3.3755233466106911 -0.72600176998174903 1.296496154350393 0.061562956853710778 -1.4776943946607184 -0.024621418943622051 leaf_weight=177733 43 24 21 30 20 37 28 681 285 36 40 27 36 30 28 908 20 27 21 37 21 69 520 35 42 32 20 23 183 262 13415 33 168209 leaf_count=177733 43 24 21 30 20 37 28 681 285 36 40 27 36 30 28 908 20 27 21 37 21 69 520 35 42 32 20 23 183 262 13415 33 168209 internal_value=0 2.16298 6.01399 -1.24369 -4.3711 -0.00130916 -2.1262 -0.000734999 0.449524 0.767038 3.25101 0.556286 -0.138571 -0.504805 2.74063 0.58926 0.921437 0.10003 -2.36295 -0.0036325 1.53104 -0.00396475 0.511456 3.18733 -0.0397312 -0.010079 2.53756 -1.39742 -0.0872406 -0.00491929 0.0862126 -0.117429 -0.00852223 internal_weight=0 196 92 104 74 362780 98 362682 2319 1499 103 67 820 54 71 1396 928 740 80 360363 78 360285 666 104 562 713 57 59 468 359619 13677 70 345942 internal_count=362976 196 92 104 74 362780 98 362682 2319 1499 103 67 820 54 71 1396 928 740 80 360363 78 360285 666 104 562 713 57 59 468 359619 13677 70 345942 cat_boundaries=0 1 8 13 17 cat_threshold=650 142606852 134218816 320 1074790432 2097152 1 2 1049088 0 0 1073741824 2097152 8388608 134217728 0 512 is_linear=0 shrinkage=0.01 Tree=310 num_leaves=48 num_cat=10 split_feature=1 25 1 0 2 8 26 3 7 15 25 24 2 8 1 5 25 10 4 3 2 3 17 15 7 25 6 9 24 14 10 2 25 0 0 17 25 1 25 0 26 0 3 24 3 0 6 split_gain=5.31354e+06 6.34007e+07 1.94604e+08 5.07462e+07 5.40864e+07 8.15891e+06 7.66048e+06 9.51707e+06 5.9765e+06 1.32752e+07 7.40901e+06 8.01617e+06 5.47889e+06 4.98895e+06 2.86938e+06 1.7703e+06 3.84908e+06 4.63391e+06 2.99176e+06 2.38634e+06 5.59273e+06 4.49035e+06 1.81044e+06 1.67294e+06 1.39458e+06 1.37906e+06 1.21661e+06 1.39112e+06 1.00606e+06 1.28416e+06 962009 957592 2.93044e+06 5.56536e+06 1.93275e+06 758521 697717 694277 691911 2.37614e+06 2.11758e+06 1.8547e+06 842834 607427 327126 143368 128251 threshold=677.74500000000012 0 2779.5510000000008 2773.7250000000004 2593.0505000000003 2877.4750000000008 2022.5000000000002 125.02591500000001 1489.0961200000002 952.35500000000013 1 2 2593.0505000000003 818.62500000000011 1891.4572200000002 234.36750000000004 3 1797.2975000000001 1291.5535000000002 974.18930000000012 137.53500000000003 1471.8415000000002 106.22200000000001 93.048000000000016 1282.0428000000002 4 1913.0125000000005 204.55500000000004 5 1151.8115000000003 2855.9890500000006 621.21800000000007 6 1114.9175000000002 688.40820000000008 356.06250000000006 7 31.197500000000002 8 2773.7250000000004 2022.5000000000002 1501.0951200000002 689.90820000000008 9 353.54500000000002 1836.963 685.98275000000012 decision_type=2 9 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 1 2 2 2 9 2 2 2 9 2 9 2 2 2 2 1 2 2 2 left_child=15 2 6 5 14 8 7 -2 10 13 11 -3 -12 -10 -5 30 17 19 26 24 -21 -22 37 -8 25 -17 28 -28 35 -30 31 38 34 36 44 -18 -34 -20 41 43 -41 42 -1 -40 -33 -43 -39 right_child=1 3 -4 4 -6 -7 23 -9 9 -11 12 -13 -14 -15 -16 16 18 -19 22 20 21 -23 -24 -25 -26 -27 27 -29 29 -31 -32 32 33 -35 -36 -37 -38 46 39 40 -42 45 -44 -45 -46 -47 -48 leaf_value=0.043326210714251419 8.4984534962972003 2.7145507067625743 30.435336437883048 -0.27768422842025758 -20.276211989720661 -4.7652280572255457 -4.0309913158416748 -0.81271890059761376 -2.0216293607439315 9.0187504482269283 -0.077057002233881094 0.31027085306617069 -4.9150341192881273 3.2804796740743849 -4.728797931671143 0.12763904040021173 -0.25630816749808483 5.2643539792015437 -2.4005998214085897 6.7619068689346316 2.7313762079179287 -2.2004334557851157 -4.5028586692810055 -0.21329229701649058 2.5289292163233603 0.7743108427383939 -0.095726284027099609 3.6340428771972655 0.085675375638873993 2.2033771459809666 -1.7406224125623704 -0.29144783821483117 1.0243467464576772 4.2834353368098919 -3.6933382244110109 -1.8121657659068251 0.23722204153199453 -0.81544080448150635 -0.027633715466835317 4.2277407379150391 -0.079693465459914445 -1.4364584662697533 0.84457741876443226 -0.00017769968299269728 -1.6115093396958851 -2.578099425936287 0.31703732776641846 leaf_weight=24131 21 217 29 30 24 30 24 23 35 26 949 382 24 36 28 856 621 21 24 20 48 30 20 22 31 541 20 20 2272 29 32 177 137 39 20 33 582 20 138257 25 21 22 132 193140 21 22 20 leaf_count=24131 21 217 29 30 24 30 24 23 35 26 949 382 24 36 28 856 621 21 24 20 48 30 20 22 31 541 20 20 2272 29 32 177 137 39 20 33 582 20 138257 25 21 22 132 193140 21 22 20 internal_value=0 0.5259 7.29429 0.0325216 -7.6508 0.403539 0.648209 3.63125 0.496446 2.90544 0.3478 1.21154 -0.194393 0.666764 -2.4265 -0.00431735 0.19005 0.595029 -0.0153091 0.534671 2.0442 0.834526 -1.87666 -2.20514 0.431077 0.384524 0.0368447 1.76916 0.0133954 0.111879 -0.00683766 -0.00668213 0.306121 0.596443 -0.698661 -0.329772 0.404749 -1.05598 -0.00754031 -0.0113172 2.2613 0.0439474 0.0476853 -0.011633 -0.431454 -2.00728 -0.249202 internal_weight=0 1900 119 1781 82 1699 90 44 1669 97 1572 599 973 71 58 361384 4626 1547 3079 1526 98 78 84 46 1428 1397 2995 40 2955 2301 356758 356726 976 758 218 654 719 64 355750 331443 46 24307 24263 331397 198 44 40 internal_count=363284 1900 119 1781 82 1699 90 44 1669 97 1572 599 973 71 58 361384 4626 1547 3079 1526 98 78 84 46 1428 1397 2995 40 2955 2301 356758 356726 976 758 218 654 719 64 355750 331443 46 24307 24263 331397 198 44 40 cat_boundaries=0 1 7 8 14 17 18 24 29 36 37 cat_threshold=1048576 1536 1207960576 4432 1078001664 16384 2147483649 308 67470336 1082393192 67633728 2147745793 4096 10 32768 262208 576 164 142607364 64 65 6291456 2048 2147484673 2147483648 4 256 1073741824 2097152 1073741956 152109056 17 71329056 4197521 278942817 1 3720 is_linear=0 shrinkage=0.01 Tree=311 num_leaves=28 num_cat=7 split_feature=19 16 3 1 25 1 2 12 3 26 3 25 26 12 5 25 3 7 24 24 19 1 25 7 7 25 6 split_gain=6.00943e+06 1.38183e+07 2.25926e+07 6.29967e+06 5.03832e+07 1.7548e+08 2.78225e+07 5.06038e+07 7.60877e+07 6.57986e+06 9.32768e+06 5.16473e+06 4.73273e+06 3.72029e+06 1.96905e+06 3.51666e+06 5.71276e+06 2.19803e+06 1.58794e+06 1.50862e+06 1.14301e+06 2.25345e+06 1.26716e+06 870278 803916 783081 140766 threshold=2812.9105000000004 2836.7725000000005 407.24088000000006 677.74500000000012 0 2779.5510000000008 2593.0505000000003 68.378000000000029 1854.9329420000001 2022.5000000000002 125.02591500000001 1 2022.5000000000002 1092.2600000000002 543.59225000000015 2 1854.9329420000001 1888.9124200000003 3 4 211.31225000000003 522.78869700000007 5 72.773250000000004 2690.3565000000003 6 55.410442500000009 decision_type=2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 9 2 2 1 1 2 2 9 2 2 9 2 left_child=1 3 -3 14 5 9 11 8 -8 10 -5 12 -6 -13 20 16 19 18 -17 -16 24 22 -22 -11 25 -1 -26 right_child=-2 2 -4 4 6 -7 7 -9 -10 23 -12 13 -14 -15 15 17 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28 leaf_value=0.21892791657433808 3.9749822872563416 0.43122893205710816 -13.484629547119141 8.4134691601707825 2.2577467272041676 31.365831700960793 -1.1371660470962526 5.2161462066913478 -24.982297263767411 -0.33331219482421875 -0.80459165738976524 -0.11092407164172592 0.36116796693494246 2.1512196747461956 -0.019438638419418012 -0.56196640304848555 5.3640759379775433 -2.8494888891492569 0.32400606642202895 0.97503747090726334 0.92981765907649039 3.4733995073491877 0.084433477222233821 -3.1577675596872967 -0.83520848592122388 -0.0076441784862754025 -2.0074463615417479 leaf_weight=1522 38 28 20 21 249 24 32 29 23 20 23 1070 279 78 226 310 27 28 540 503 209 22 968 24 21 356930 20 leaf_count=1522 38 28 20 21 249 24 32 29 23 20 23 1070 279 78 226 310 27 28 540 503 209 22 968 24 21 356930 20 internal_value=0 -0.00194341 -5.36705 -0.00123436 0.577373 6.79102 0.142563 -5.47278 -11.1088 0.860507 3.59494 0.424852 1.23224 0.0424062 -0.00423207 0.342121 0.836079 -0.0916797 -0.00191284 0.679845 -0.00580548 0.302436 0.243166 -1.87392 -0.00683641 -0.00667625 -1.40703 internal_weight=0 363246 48 363198 1872 112 1760 84 55 88 44 1676 528 1148 361326 1634 756 878 850 729 359692 1199 1177 44 358493 358452 41 internal_count=363284 363246 48 363198 1872 112 1760 84 55 88 44 1676 528 1148 361326 1634 756 878 850 729 359692 1199 1177 44 358493 358452 41 cat_boundaries=0 1 7 12 13 14 21 27 cat_threshold=1048576 0 1207960576 4416 1073741824 16384 2147484673 2131456 1208222784 524608 1048576 2102272 654 2224 66564 1073774656 4112 0 0 0 2 0 0 0 4194304 4196480 8392704 is_linear=0 shrinkage=0.01 Tree=312 num_leaves=22 num_cat=1 split_feature=19 17 7 1 11 6 4 5 4 24 5 3 1 0 19 1 15 6 4 2 2 split_gain=5.88984e+06 1.25877e+07 1.69271e+07 5.39731e+06 1.43404e+07 1.07495e+07 1.66008e+07 5.55081e+07 1.07011e+07 5.9631e+06 2.11982e+06 2.68575e+06 1.52751e+06 1.92496e+06 1.20021e+06 2.19334e+06 1.21075e+06 1.18055e+06 955009 1.69145e+06 1.02272e+06 threshold=2812.9105000000004 2732.1750000000006 572.8955000000002 677.74500000000012 2995.7383125000001 2871.8940000000007 2632.2792750000003 1287.5327000000002 1876.5445000000002 0 543.59225000000015 2692.2960000000003 110.163324 249.87000000000003 211.31225000000003 522.78869700000007 89.039500000000018 165.03000000000003 2632.2792750000003 122.75355000000002 484.73415000000006 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 10 5 6 9 -8 -7 -5 14 12 17 -14 18 16 -16 -12 20 -20 -1 right_child=-2 2 -4 4 -6 8 7 -9 -10 -11 11 -13 13 -15 15 -17 -18 -19 19 -21 -22 leaf_value=-0.0076807448253977308 3.9352323888477527 0.4385656508155491 -12.140436014175416 1.2969799890062044 7.392290648142497 0.57562672490658973 18.609011416662305 -2.7388538715757171 -8.9697788556416835 0.0095591906479426791 0.28300967463049748 3.8257921253551137 0.097306202649361226 1.2111704942361632 0.025758478349553419 3.4386656691811299 0.70729162485572772 -0.48093965454840326 -0.081019609212875376 -3.6427417097091679 0.24269003343353046 leaf_weight=356799 38 23 20 497 30 23 21 29 24 1250 703 22 289 335 786 22 390 284 40 20 1639 leaf_count=356799 38 23 20 497 30 23 21 29 24 1250 703 22 289 335 786 22 390 284 40 20 1639 internal_value=0 -0.00192344 -5.41213 -0.00128292 0.533996 0.422419 0.545896 6.22725 -4.29862 0.383293 -0.00405909 0.355419 0.308028 0.695294 -0.00569111 0.310301 0.251777 0.0631904 -0.00674706 -1.26826 -0.00653589 internal_weight=0 363246 43 363203 1874 1844 1797 50 47 1747 361329 1633 1611 624 359696 1198 1176 987 358498 60 358438 internal_count=363284 363246 43 363203 1874 1844 1797 50 47 1747 361329 1633 1611 624 359696 1198 1176 987 358498 60 358438 cat_boundaries=0 1 cat_threshold=268 is_linear=0 shrinkage=0.01 Tree=313 num_leaves=28 num_cat=6 split_feature=19 16 3 1 25 1 6 12 25 1 1 26 3 15 5 25 3 24 7 24 16 19 1 14 7 25 6 split_gain=5.77263e+06 1.34489e+07 2.2027e+07 6.06689e+06 4.93666e+07 1.71865e+08 2.29336e+07 1.94098e+07 1.57315e+07 3.42842e+07 2.14033e+07 6.44647e+06 9.09251e+06 2.38214e+06 1.89404e+06 3.43977e+06 7.45391e+06 1.98874e+06 2.01388e+06 1.82481e+06 1.35078e+06 1.09857e+06 2.16454e+06 1.54966e+06 788423 767268 138086 threshold=2812.9105000000004 2836.7725000000005 407.24088000000006 677.74500000000012 0 2779.5510000000008 2871.8940000000007 309.04641250000003 1 2779.5510000000008 2779.5510000000008 2022.5000000000002 125.02591500000001 93.048000000000016 543.59225000000015 2 1854.9329420000001 3 543.29875000000015 4 190.45082400000004 211.31225000000003 522.78869700000007 406.52823000000006 2690.3565000000003 5 55.410442500000009 decision_type=2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 9 2 1 2 1 2 2 2 2 2 9 2 left_child=1 3 -3 14 5 11 8 -8 9 -6 -10 12 -5 -13 21 16 19 18 -17 -16 -19 24 23 -23 25 -1 -26 right_child=-2 2 -4 4 6 -7 7 -9 10 -11 -12 13 -14 -15 15 17 -18 20 -20 -21 -22 22 -24 -25 26 -27 -28 leaf_value=0.2167733536395621 3.8958800993467633 0.43042418871607097 -13.310143314361571 8.3117991392953066 1.651190032751664 31.037287135124206 -12.782804028320314 0.096085909063165845 0.28829481552716252 15.437177375793459 -4.413134323152212 -3.9828100045522055 -0.78931750339010498 0.69012490081787103 -0.52301756987700598 -0.29747079171138269 6.4915374855373216 0.49783413502551221 -2.2561368694901467 0.91909108988818133 -0.80992296177853818 0.10454847871074202 3.4042788488214666 1.2219687129557133 -0.82698311941964298 -0.0074994826108845036 -1.9880095329284668 leaf_weight=1522 38 28 20 21 184 24 25 22 1405 20 104 24 23 20 101 292 23 524 64 537 93 1036 22 141 21 356930 20 leaf_count=1522 38 28 20 21 184 24 25 22 1405 20 104 24 23 20 101 292 23 524 64 537 93 1036 22 141 21 356930 20 internal_value=0 -0.00190384 -5.29481 -0.00120434 0.566612 6.71724 0.136268 -6.75439 0.326124 2.86244 -0.0354916 0.847824 3.5544 -1.85875 -0.00414615 0.335545 0.885236 -0.0465025 -0.631842 0.697003 0.295921 -0.00568929 0.2965 0.238411 -0.00669998 -0.00654137 -1.39334 internal_weight=0 363246 48 363198 1872 112 1760 47 1713 204 1509 88 44 44 361326 1634 661 973 356 638 617 359692 1199 1177 358493 358452 41 internal_count=363284 363246 48 363198 1872 112 1760 47 1713 204 1509 88 44 44 361326 1634 661 973 356 638 617 359692 1199 1177 358493 358452 41 cat_boundaries=0 1 7 12 13 14 20 cat_threshold=1048576 16384 0 320 0 16384 1024 33792 1208222784 524608 1048576 4096 654 2080 0 0 0 4194304 4196480 8392704 is_linear=0 shrinkage=0.01 Tree=314 num_leaves=21 num_cat=0 split_feature=19 16 3 1 11 6 8 8 0 5 3 1 0 6 19 1 14 7 6 6 split_gain=5.65775e+06 1.31813e+07 2.15887e+07 5.94616e+06 1.4269e+07 8.6585e+06 8.79398e+06 7.9866e+06 5.67974e+06 1.85662e+06 2.63435e+06 1.48016e+06 1.77094e+06 1.34778e+06 1.07671e+06 2.12146e+06 1.51882e+06 772734 760598 135338 threshold=2812.9105000000004 2836.7725000000005 407.24088000000006 677.74500000000012 2995.7383125000001 2871.8940000000007 818.62500000000011 2877.4750000000008 885.78750000000014 543.59225000000015 2692.2960000000003 110.163324 207.30054000000004 165.03000000000003 211.31225000000003 522.78869700000007 406.52823000000006 2690.3565000000003 2871.8940000000007 55.410442500000009 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 3 -3 9 5 7 -7 8 -5 14 11 13 -13 -11 17 16 -16 18 -1 -19 right_child=-2 2 -4 4 -6 6 -8 -9 -10 10 -12 12 -14 -15 15 -17 -18 19 -20 -21 leaf_value=-0.0066354554664177969 3.8569212637449568 0.42611995611871989 -13.177042221069337 0.3351933807535834 7.4020769017537429 -8.6005423246111192 0.09998211200420673 -5.1695036379496253 1.6968207182133863 0.2766315094009042 3.7692300761829722 0.041064405423222164 1.1168569246491233 -0.5436089548724039 0.10350299286005235 3.3702360395951705 1.2097490312867132 -0.81871329352969213 1.323418886495191 -1.9681294250488282 leaf_weight=358409 38 28 20 1377 30 21 26 24 394 704 22 264 364 280 1036 22 141 21 43 20 leaf_count=358409 38 28 20 1377 30 21 26 24 394 704 22 264 364 280 1036 22 141 21 43 20 internal_value=0 -0.00188464 -5.24186 -0.00119213 0.560946 0.449527 -3.78749 0.560468 0.638119 -0.00410452 0.332214 0.285307 0.664613 0.0432298 -0.00563234 0.293535 0.236027 -0.00663292 -0.0064759 -1.3794 internal_weight=0 363246 48 363198 1872 1842 47 1795 1771 361326 1634 1612 628 984 359692 1199 1177 358493 358452 41 internal_count=363284 363246 48 363198 1872 1842 47 1795 1771 361326 1634 1612 628 984 359692 1199 1177 358493 358452 41 is_linear=0 shrinkage=0.01 Tree=315 num_leaves=22 num_cat=2 split_feature=20 5 16 5 25 2 0 2 8 4 7 24 0 0 4 2 3 5 11 7 6 split_gain=3.94549e+06 2.11694e+07 1.27291e+07 1.98683e+07 3.27411e+06 2.29467e+08 4.35289e+07 1.20274e+08 5.59584e+06 7.9307e+06 5.48256e+06 4.67785e+06 8.98186e+06 8.91941e+06 3.69609e+06 7.7687e+06 3.13313e+06 6.44937e+06 850291 829010 559905 threshold=1756.0800000000002 1287.5327000000002 2836.7725000000005 483.99125000000009 0 2593.0505000000003 2773.7250000000004 2593.0505000000003 2877.4750000000008 1115.3337000000004 1282.0428000000002 1 257.57200000000006 1266.1895000000002 1876.5445000000002 547.57500000000016 292.91330000000005 2763.7525000000005 174.03250000000003 244.53950000000003 6.3606000000000007 decision_type=2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=2 19 4 -4 5 10 8 14 16 20 11 12 -1 -13 15 -8 18 -18 -6 -2 -10 right_child=1 -3 3 -5 6 -7 7 -9 9 -11 -12 13 -14 -15 -16 -17 17 -19 -20 -21 -22 leaf_value=0.75797465989331037 0.041853203895764475 10.845016325996035 0.28461729279586251 -12.76528284072876 -0.0073560948725415447 29.353511182996964 -2.0486053459064379 -24.937828442500187 0.67633314743041995 -7.3460711303710937 -4.0711380612850192 -0.022990273472371096 7.6376754751205445 -5.8091351848178441 -4.5944383762500909 4.3991091087341303 0.23102081095011426 4.6036214688244987 0.14554423984590742 -2.4225598671322777 -1.5684716014862061 leaf_weight=371 39 21 28 20 352313 27 74 26 25 25 32 2006 20 27 27 25 4274 34 3675 21 20 leaf_count=371 39 21 28 20 352313 27 74 26 25 25 32 2006 20 27 27 25 4274 34 3675 21 20 internal_value=0 2.20375 -0.00352322 -5.15284 -0.00284232 0.358309 -0.00533948 -5.35561 -0.00308292 -2.83018 0.04101 0.0952958 1.0822 -0.0993466 -1.31483 -0.420395 -0.00253366 0.265531 -0.00577765 -0.820691 -0.321358 internal_weight=0 81 363049 48 363001 2483 360518 152 360366 70 2456 2424 391 2033 126 99 360296 4308 355988 60 45 internal_count=363130 81 363049 48 363001 2483 360518 152 360366 70 2456 2424 391 2033 126 99 360296 4308 355988 60 45 cat_boundaries=0 5 6 cat_threshold=1048576 0 0 0 128 3 is_linear=0 shrinkage=0.01 Tree=316 num_leaves=22 num_cat=2 split_feature=20 1 16 12 25 2 1 3 0 3 7 8 3 3 25 0 13 20 7 3 2 split_gain=3.86697e+06 2.10586e+07 1.24758e+07 1.94775e+07 3.20896e+06 2.24901e+08 5.04602e+07 1.20818e+08 1.05479e+07 5.63082e+06 5.37345e+06 4.0947e+06 3.90541e+06 3.55602e+06 5.1548e+06 3.51396e+06 2.99331e+06 2.03464e+06 1.73343e+06 1.43948e+06 474061 threshold=1756.0800000000002 1256.4300000000001 2836.7725000000005 1280.6000000000004 0 2593.0505000000003 2779.5510000000008 2692.2960000000003 885.78750000000014 119.5475 1282.0428000000002 2877.4750000000008 1107.1660000000004 1107.1660000000004 1 448.50050000000005 972.56475000000012 367.91250000000008 223.09800000000004 20.105300000000003 1.2497130000000003 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 19 4 -4 5 10 11 8 9 -8 16 13 -10 18 -15 20 17 -1 -6 -2 -13 right_child=1 -3 3 -5 6 -7 7 -9 12 -11 -12 15 -14 14 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.086629079970015233 0.2604436025619507 10.800337182907832 0.28239551195076534 -12.638504124641418 -0.0063186955110394695 29.059976083260995 -1.0471488236297259 -25.913962423896791 -2.7377586826201408 5.2465605673903513 -4.0304266160726545 0.47435756351636804 -8.2468377624858515 1.5464619342320496 -0.13439266086245577 -4.9214704181301974 3.6847321045917019 -3.1162840900421145 0.19190680789639072 -3.0253008346557619 -1.6307400274276733 leaf_weight=2381 40 21 28 20 355110 27 44 25 31 21 32 23 22 350 374 31 23 20 4467 20 20 leaf_count=2381 40 21 28 20 355110 27 44 25 31 21 32 23 22 350 374 31 23 20 4467 20 20 internal_value=0 2.18171 -0.00348799 -5.10131 -0.0028139 0.354726 -0.00528609 -5.94438 -1.71354 0.986203 0.0405999 -0.00292955 -5.02455 -0.00244647 0.697679 -2.355 0.0943428 0.0599493 -0.00385615 -0.834805 -0.504758 internal_weight=0 81 363049 48 363001 2483 360518 143 118 65 2456 360375 53 360301 724 74 2424 2401 359577 60 43 internal_count=363130 81 363049 48 363001 2483 360518 143 118 65 2456 360375 53 360301 724 74 2424 2401 359577 60 43 cat_boundaries=0 5 11 cat_threshold=1048576 0 0 0 128 32768 134217728 4432 0 16384 2147484672 is_linear=0 shrinkage=0.01 Tree=317 num_leaves=24 num_cat=2 split_feature=20 1 16 5 25 2 1 0 0 0 7 24 0 0 8 0 10 14 7 2 0 2 20 split_gain=3.79002e+06 2.06395e+07 1.22275e+07 1.92842e+07 3.14509e+06 2.20426e+08 4.94561e+07 1.07875e+08 6.9581e+06 1.18609e+07 5.26652e+06 4.58565e+06 8.80312e+06 8.73841e+06 4.01322e+06 3.44524e+06 3.21515e+06 5.08885e+06 2.08936e+06 1.18396e+06 1.15323e+06 519448 1496.52 threshold=1756.0800000000002 1256.4300000000001 2836.7725000000005 483.99125000000009 0 2593.0505000000003 2779.5510000000008 2773.7250000000004 885.78750000000014 1501.0951200000002 1282.0428000000002 1 257.57200000000006 1266.1895000000002 2877.4750000000008 286.09000000000009 893.42000000000007 1012.3383000000001 223.09800000000004 52.508000000000003 22.611000000000004 1.2497130000000003 2447.4425000000006 decision_type=2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=2 19 4 -4 5 10 14 8 20 -10 11 12 -1 -13 16 21 18 -18 -6 22 -8 -16 -2 right_child=1 -3 3 -5 6 -7 7 -9 9 -11 -12 13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=0.74952861152347083 0.10567288541793823 10.692334124247234 0.30663476714066096 -12.550007656097412 -0.0063860982541939157 28.769375960738572 1.9500741960785606 -22.741599962870282 -10.200049409866333 0.1318569046020508 -3.9901224130392077 -0.023733871303236898 7.5604322195053104 -5.7508700840561486 0.61230736645785244 -4.8034239578247071 0.35942471609568932 2.9964841245469591 0.2120634928782244 -2.8130475149154668 -0.65560635730198458 -1.6144326362609862 0.22800530719757081 leaf_weight=371 20 21 28 20 355216 27 33 30 20 25 32 2006 20 27 22 32 568 84 4433 20 35 20 20 leaf_count=371 20 21 28 20 355216 27 33 30 20 25 32 2006 20 27 22 32 568 84 4433 20 35 20 20 internal_value=0 2.1599 -0.00345272 -5.0503 -0.00278537 0.351179 -0.00523283 -5.88494 -1.40972 -4.4601 0.0401939 0.0933994 1.07053 -0.0993067 -0.00289986 -2.33145 -0.00242161 0.699169 -0.00369351 -0.826456 0.608915 -0.448045 0.166839 internal_weight=0 81 363049 48 363001 2483 360518 143 113 45 2456 2424 391 2033 360375 74 360301 652 359649 60 68 42 40 internal_count=363130 81 363049 48 363001 2483 360518 143 113 45 2456 2424 391 2033 360375 74 360301 652 359649 60 68 42 40 cat_boundaries=0 5 6 cat_threshold=1048576 0 0 0 128 3 is_linear=0 shrinkage=0.01 Tree=318 num_leaves=24 num_cat=0 split_feature=20 5 13 4 15 7 0 6 8 5 1 4 5 9 6 0 1 3 0 22 4 26 7 split_gain=3.7146e+06 2.02907e+07 7.7449e+06 2.26396e+07 2.88323e+06 1.9738e+06 7.53232e+06 2.63884e+07 1.19509e+07 7.37264e+06 7.3276e+06 7.27183e+06 3.31503e+06 1.25629e+07 1.43569e+06 1.22475e+06 7.86732e+06 2.02167e+06 1.62332e+06 2.86634e+06 1.34168e+06 860683 815437 threshold=1756.0800000000002 1287.5327000000002 2899.2375000000006 1291.5535000000002 52.63300000000001 223.09800000000004 2773.7250000000004 2871.8940000000007 2877.4750000000008 2763.7525000000005 959.97700000000009 1291.5535000000002 2763.7525000000005 592.5680000000001 1913.0125000000005 2773.7250000000004 125.62000000000002 353.54500000000002 688.40820000000008 3.6090000000000004 678.56500000000017 2022.5000000000002 244.53950000000003 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 -4 9 8 -8 12 15 -11 -10 14 -14 -7 18 21 -18 20 -20 -1 -17 -2 right_child=1 -3 3 -5 -6 6 7 -9 11 10 -12 -13 13 -15 -16 16 17 -19 19 -21 -22 -23 -24 leaf_value=-0.0068191099693620865 0.032738344730475009 10.59833775611151 -1.9456737138827642 -12.010105205717542 3.0090489887154623 0.14906856364695989 -1.1934398916605355 13.063554290771485 -0.7945523033142089 -0.80296254515647891 -8.5189659690856931 -9.1259914467551493 8.4649845704578226 -2.4733271081107002 1.3481303785828982 2.7408420715332036 -1.664847984313965 -5.588481450574152 0.29998707390799034 4.1179591350555418 0.40496659289693171 0.20014897406101229 -2.4114179983593171 leaf_weight=355845 39 21 24 21 23 4752 37 20 20 32 20 22 21 21 102 30 24 29 1169 20 793 24 21 leaf_count=355845 39 21 24 21 23 4752 37 20 20 32 20 22 21 21 102 30 24 29 1169 20 793 24 21 internal_value=0 2.1383 -0.0034182 -3.37794 0.478978 -0.00278602 0.194626 3.80901 0.152905 -0.00554053 -3.77066 -5.15864 0.19847 2.99583 0.174265 -0.00499354 -1.07471 -3.81174 -0.00467367 0.364209 -0.00590349 1.61165 -0.822716 internal_weight=0 81 363049 68 47 362981 4995 57 4938 357986 52 42 4896 42 4854 357934 107 53 357827 1189 356638 54 60 internal_count=363130 81 363049 68 47 362981 4995 57 4938 357986 52 42 4896 42 4854 357934 107 53 357827 1189 356638 54 60 is_linear=0 shrinkage=0.01 Tree=319 num_leaves=22 num_cat=2 split_feature=20 1 16 6 25 2 1 3 0 3 7 8 4 3 3 25 13 20 6 3 6 split_gain=3.64068e+06 1.99912e+07 1.19135e+07 1.84022e+07 3.08072e+06 2.15941e+08 4.82646e+07 1.17625e+08 9.87476e+06 5.53845e+06 5.15347e+06 3.87376e+06 4.21383e+06 3.81957e+06 3.45126e+06 5.02571e+06 2.93685e+06 1.97741e+06 1.871e+06 1.41335e+06 410335 threshold=1756.0800000000002 1256.4300000000001 2836.7725000000005 543.33000000000004 0 2593.0505000000003 2779.5510000000008 2692.2960000000003 885.78750000000014 119.5475 1282.0428000000002 2877.4750000000008 1115.3337000000004 1107.1660000000004 1107.1660000000004 1 972.56475000000012 367.91250000000008 1118.3050000000001 20.105300000000003 6.3606000000000007 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 -4 5 10 11 8 9 -8 16 14 20 -10 18 -16 17 -1 -6 -2 -13 right_child=1 -3 3 -5 6 -7 7 -9 13 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=0.084658155317618944 0.26310056376457214 10.514270453680128 0.47562059375974869 -12.005788737705775 -0.0045861327442158588 28.475219172724969 -1.0434591414711691 -25.517516223907471 -2.5811416226048625 5.198412535758246 -3.9470297259092333 0.39953484388498162 -5.3491793823242189 -8.0293406235087996 1.5254571260958909 -0.13415066563213865 3.6487941070224927 -3.0728915019035341 0.62743908496807888 -2.99268049621582 -1.5056910009384155 leaf_weight=2381 40 21 27 21 359108 27 44 25 31 21 32 26 28 22 350 374 23 20 469 20 20 leaf_count=2381 40 21 27 21 359108 27 44 25 31 21 32 26 28 22 350 374 23 20 469 20 20 internal_value=0 2.11691 -0.00338401 -4.985 -0.00272529 0.347598 -0.00514757 -5.8136 -1.63904 0.973146 0.0397926 -0.00284287 -2.29058 -4.84266 -0.00237301 0.687363 0.0924239 0.0583562 -0.00376178 -0.82216 -0.428824 internal_weight=0 81 363049 48 363001 2483 360518 143 118 65 2456 360375 74 53 360301 724 2424 2401 359577 60 46 internal_count=363130 81 363049 48 363001 2483 360518 143 118 65 2456 360375 74 53 360301 724 2424 2401 359577 60 46 cat_boundaries=0 5 11 cat_threshold=1048576 0 0 0 128 32768 134217728 4432 0 16384 2147484672 is_linear=0 shrinkage=0.01 Tree=320 num_leaves=43 num_cat=13 split_feature=0 3 4 26 3 3 25 18 6 26 22 3 4 13 25 7 14 2 0 25 4 20 24 2 0 25 9 9 0 24 25 0 3 25 24 25 25 4 24 7 25 6 split_gain=2.7842e+07 3.01199e+07 7.66025e+07 2.892e+07 2.3741e+07 4.18427e+06 1.79323e+07 4.00801e+07 1.02269e+07 8.36631e+06 6.60134e+06 9.68304e+06 6.33775e+06 4.10952e+06 4.00409e+06 5.32555e+06 3.94987e+06 1.30979e+06 2.40976e+06 2.49983e+06 3.13137e+06 2.30212e+06 1.57193e+06 2.09282e+06 906711 2.55317e+06 1.62151e+07 2.89552e+07 3.40127e+06 1.22448e+06 1.6191e+06 890263 641860 532307 615860 3.30393e+06 551379 363528 335766 876208 340808 123782 threshold=2773.7250000000004 2692.2960000000003 2632.2792750000003 2022.5000000000002 26.149852500000005 476.54200000000009 0 85.415200000000013 2871.8940000000007 2022.5000000000002 43.621850000000009 870.71080000000018 37.203250000000004 23.549000000000003 1 1489.0961200000002 1541.2800000000002 484.73415000000006 1501.0951200000002 2 1517.5820000000001 616.10600000000011 3 1092.7150000000004 3.3935000000000004 4 383.33200000000005 732.3900000000001 321.84000000000009 5 6 1501.0951200000002 1107.1660000000004 7 8 9 10 125.16240000000001 11 86.254000000000005 12 193.67442750000004 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 1 2 2 9 2 2 2 1 9 2 2 9 1 9 9 2 1 2 9 2 left_child=5 3 -3 4 -2 17 7 9 10 12 14 -12 -7 -5 15 -8 -16 24 19 22 21 -21 41 -24 33 26 28 -28 -26 31 -31 -27 37 38 35 -35 -36 -11 39 -1 -40 -19 right_child=1 2 -4 13 -6 6 8 -9 -10 32 11 -13 -14 -15 16 -17 -18 18 -20 20 -22 -23 23 -25 25 29 27 -29 -30 30 -32 -33 -34 34 36 -37 -38 -39 40 -41 -42 -43 leaf_value=0.071230690162914029 10.585428562164306 -4.2706022901535032 21.353464080265589 -0.63968123579025271 -1.778950846195221 8.821769561767578 0.47697190064220196 16.858852929160708 -4.9444179304022535 -0.94139111328125002 -0.3567483707269033 8.8280117173628376 1.3142151932094408 -5.3683852877336395 -0.084904843499176888 3.3279376313345774 -3.8820672549520219 -0.033259300883812244 2.7195673409486427 0.025093852724468905 -3.4958083679199219 3.3607065582275393 0.80227766389625021 2.7055777501768752 0.012427989352929412 -0.052313466810131687 15.392759799003603 0.054530214667320255 1.4835396041015889 0.12567401307577208 -0.017881814521241279 -1.4167215438683829 -2.1821419975161551 1.3640043527603123 0.011609455125831785 0.022897098256382437 -0.025065868687907177 0.96524883985519416 -0.056264821916749738 0.61382967178283199 0.0770749219734361 -0.89704449608212433 leaf_weight=7447 44 20 28 40 24 22 1024 21 38 20 24 22 23 34 1267 70 28 79 39 1405 25 21 215 79 985 12913 20 32 187 16685 14842 48 20 175 50361 26324 220294 20 4533 310 3306 21 leaf_count=7447 44 20 28 40 24 22 1024 21 38 20 24 22 23 34 1267 70 28 79 39 1405 25 21 215 79 985 12913 20 32 187 16685 14842 48 20 175 50361 26324 220294 20 4533 310 3306 21 internal_value=0 3.82861 10.6768 1.51374 6.22153 -0.000401474 0.399402 3.93512 0.202525 1.72514 0.283678 4.03596 4.98458 -2.81233 0.211428 0.653419 -0.165726 -0.00328506 0.259695 0.207697 0.0126191 0.0742158 0.902883 1.27049 -0.00466722 0.0369331 0.485627 5.95385 0.247153 0.0244735 0.0581078 -0.0573222 -0.719428 -0.0107476 -0.0137366 0.032265 -0.0182415 0.0119289 0.0461817 0.0927954 -3.90428e-06 -0.19514 internal_weight=0 190 48 142 68 362945 2599 126 2473 105 2435 46 45 74 2389 1094 1295 360346 1884 1845 1451 1426 394 294 358462 45712 1224 52 1172 44488 31527 12961 60 312750 297154 26499 270655 40 15596 7757 7839 100 internal_count=363135 190 48 142 68 362945 2599 126 2473 105 2435 46 45 74 2389 1094 1295 360346 1884 1845 1451 1426 394 294 358462 45712 1224 52 1172 44488 31527 12961 60 312750 297154 26499 270655 40 15596 7757 7839 100 cat_boundaries=0 6 12 17 18 24 25 31 37 38 39 46 47 53 cat_threshold=2097152 0 80 0 0 1026 115712 134217792 67637505 65536 21504 1 2149859840 263172 0 1141899265 2097152 326 9437184 4 67108864 4521984 129 40 2433 136676868 1208321056 135270736 33587200 6296640 1602 2147483776 1081364 268501120 2187338544 285378576 278942730 1 1048576 1073758208 1092946208 8391692 1442817 4097 2685935713 3 3350 2147483776 1081348 0 8992 268468240 17416 is_linear=0 shrinkage=0.01 Tree=321 num_leaves=43 num_cat=13 split_feature=0 1 8 2 26 3 25 1 6 6 22 5 25 8 6 24 9 2 0 25 4 1 5 0 0 25 9 9 1 24 25 8 26 25 24 25 25 12 3 24 7 25 split_gain=2.72879e+07 5.26187e+07 1.13772e+08 6.59719e+06 1.04944e+07 4.101e+06 1.75754e+07 3.59094e+07 1.00234e+07 6.55681e+06 6.46998e+06 9.81313e+06 3.83024e+06 5.80411e+06 3.15966e+06 3.14402e+06 2.14898e+06 1.28372e+06 2.36181e+06 2.45008e+06 3.06906e+06 2.62353e+06 1.85594e+06 1.49417e+06 888659 2.50236e+06 1.58924e+07 2.8379e+07 1.18354e+07 1.20012e+06 1.5869e+06 1.06848e+06 732830 521709 603731 3.24178e+06 543664 426321 347723 329082 858771 334044 threshold=2773.7250000000004 2779.5510000000008 274.88700000000011 137.53500000000003 2022.5000000000002 476.54200000000009 0 959.97700000000009 2871.8940000000007 287.23380000000003 43.621850000000009 461.00700000000006 1 1329.5732400000002 92.06750000000001 2 536.95000000000016 484.73415000000006 1501.0951200000002 3 1517.5820000000001 1891.4572200000002 299.80000000000007 162.71250000000001 3.3935000000000004 4 383.33200000000005 732.3900000000001 959.97700000000009 5 6 1548.5050000000003 2022.5000000000002 7 8 9 10 108.79500000000002 870.71080000000018 11 86.254000000000005 12 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 1 2 2 2 9 2 2 2 2 2 9 2 2 2 1 9 2 2 9 1 9 9 2 2 1 2 9 left_child=5 3 -3 4 -2 17 7 9 10 32 12 -12 13 -8 -5 -14 -16 24 19 22 21 -21 23 -19 33 26 28 -28 -26 31 -31 -27 -7 39 35 -35 -36 -24 -34 40 -1 -41 right_child=1 2 -4 14 -6 6 8 -9 -10 -11 11 -13 15 -15 16 -17 -18 18 -20 20 -22 -23 37 -25 25 29 27 -29 -30 30 -32 -33 38 34 36 -37 -38 -39 -40 41 -42 -43 leaf_value=0.070518384206976537 6.7639304755715761 31.073331096649174 0.48141061859746132 -4.0876503126961845 -1.2808587209832283 1.195351198911667 0.4357713097682826 14.67460248873784 -4.8949737639176218 6.0395161128044128 -0.055311131844153767 9.2617923989295967 0.30748931704980931 3.4026739000592916 2.6374137575626371 -0.71641815235537865 -1.7226600177471454 0.76717980978389577 2.6923716638027093 0.12959325302471958 -3.4608503082275388 -3.2048480860392257 0.10357214707047191 2.2331300398406633 0.084613931395589315 -0.060620975379411975 15.2388323097229 0.05398485511541367 6.5535562589250764 0.12441802685952771 -0.017703116679610022 2.0966525241603025 0.017999637921651206 1.3511015814607208 0.011433095494692059 0.022668214383807183 -0.024869823266348977 -1.4050676883183995 -1.7673468573689461 -0.055703410933101924 0.60769136897979248 0.076306497516656524 leaf_weight=7447 34 20 31 28 31 32 1136 26 38 24 26 20 604 70 20 579 26 192 39 1402 25 24 67 109 1143 12938 20 32 29 16685 14842 23 24 175 50776 26324 219879 26 20 4533 310 3306 leaf_count=7447 34 20 31 28 31 32 1136 26 38 24 26 20 604 70 20 579 26 192 39 1402 25 24 67 109 1143 12938 20 32 29 16685 14842 23 24 175 50776 26324 219879 26 20 4533 310 3306 internal_value=0 3.79033 12.4782 0.602676 2.92718 -0.000397046 0.395408 3.89577 0.2005 1.48285 0.280842 3.9956 0.209314 0.60298 -1.43912 -0.19545 0.173024 -0.00325179 0.257098 0.20562 0.0124929 0.0734736 0.893855 1.29804 -0.00462013 0.036564 0.480771 5.89431 0.244682 0.024229 0.0575271 -0.056749 0.0438986 -0.0106397 -0.0135988 0.0319476 -0.0180591 -0.318198 -0.793521 0.04572 0.0918675 -3.5992e-06 internal_weight=0 190 51 139 65 362945 2599 126 2473 100 2435 46 2389 1206 74 1183 46 360346 1884 1845 1451 1426 394 301 358462 45712 1224 52 1172 44488 31527 12961 76 312750 297154 26499 270655 93 44 15596 7757 7839 internal_count=363135 190 51 139 65 362945 2599 126 2473 100 2435 46 2389 1206 74 1183 46 360346 1884 1845 1451 1426 394 301 358462 45712 1224 52 1172 44488 31527 12961 76 312750 297154 26499 270655 93 44 15596 7757 7839 cat_boundaries=0 6 12 13 18 24 25 31 37 38 39 46 47 53 cat_threshold=2097152 0 80 0 0 1026 115712 134217792 67637505 2147549184 21504 2147483649 3410 2149859840 263172 0 1141899265 2097152 9437184 4 67108864 4521984 129 40 2433 136676868 1208321056 135270736 33587200 6296640 1602 2147483776 1081364 268501120 2187338544 285378576 278942730 1 1048576 1073741824 1092946208 8391692 1442819 4097 2685935713 3 3350 2147483776 1081348 0 8992 268468240 17416 is_linear=0 shrinkage=0.01 Tree=322 num_leaves=41 num_cat=7 split_feature=0 1 9 2 26 3 25 18 6 1 22 5 25 5 14 6 9 2 0 25 4 1 5 10 0 25 9 1 1 17 25 0 25 25 6 1 12 5 5 3 split_gain=2.67449e+07 5.15716e+07 1.09764e+08 6.4659e+06 1.02855e+07 4.01906e+06 1.72258e+07 3.91986e+07 9.82389e+06 8.49302e+06 6.34128e+06 9.61784e+06 3.75435e+06 3.62726e+06 3.61179e+06 3.09679e+06 2.10622e+06 1.25817e+06 2.31481e+06 2.40133e+06 3.00798e+06 2.57132e+06 1.819e+06 2.5885e+06 870967 2.45256e+06 1.55761e+07 2.79804e+07 1.15999e+07 1.19024e+06 1.05448e+06 612490 508796 503422 771655 750572 417837 274987 282326 147818 threshold=2773.7250000000004 2779.5510000000008 85.335000000000022 137.53500000000003 2022.5000000000002 476.54200000000009 0 85.415200000000013 2871.8940000000007 522.78869700000007 43.621850000000009 461.00700000000006 1 1530.4632000000001 1541.2800000000002 92.06750000000001 536.95000000000016 484.73415000000006 1501.0951200000002 2 1517.5820000000001 1891.4572200000002 299.80000000000007 181.99052500000002 3.3935000000000004 3 383.33200000000005 28.142500000000002 959.97700000000009 1471.0585000000003 4 25.185431000000005 5 6 1118.3050000000001 1461.4925000000003 108.79500000000002 1874.1882800000003 1530.4632000000001 802.00500000000011 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 9 2 9 9 2 2 2 2 2 2 left_child=5 3 -3 4 -2 17 7 9 10 31 12 -12 13 -8 -14 -5 -17 24 19 22 21 -21 23 -19 32 26 28 -28 -26 30 -27 39 37 35 -35 -34 -24 38 -1 -7 right_child=1 2 -4 15 -6 6 8 -9 -10 -11 11 -13 14 -15 -16 16 -18 18 -20 20 -22 -23 36 -25 25 29 27 -29 -30 -31 -32 -33 33 34 -36 -37 -38 -39 -40 -41 leaf_value=0.047794800501031187 6.6962907409667967 29.888062947591148 0.079237387657165523 -4.0467738042558947 -1.2680501009956482 -0.36598243910690836 0.46473359796601771 16.634876634506952 -4.8460240103069108 6.062627305619178 -0.054757998539851263 9.1691742105484018 -0.11233545508844232 2.7946270327500895 -3.8811117223592908 2.6110396988391877 -1.7054334376408502 0.91680534856136031 2.6654479413154797 0.12829731880343079 -3.426241781616211 -3.1727996126810711 0.10253643384620326 3.6203221640935759 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0.047865 0.0496283 -0.822106 internal_weight=0 190 51 139 65 362945 2599 126 2473 105 2435 46 2389 1206 1183 74 46 360346 1884 1845 1451 1426 394 301 358462 45712 1224 52 1172 44488 44460 74 312750 298519 230931 67588 93 14231 14209 49 internal_count=363135 190 51 139 65 362945 2599 126 2473 105 2435 46 2389 1206 1183 74 46 360346 1884 1845 1451 1426 394 301 358462 45712 1224 52 1172 44488 44460 74 312750 298519 230931 67588 93 14231 14209 49 cat_boundaries=0 6 12 17 23 30 36 43 cat_threshold=2097152 0 80 0 0 1026 115712 134217792 67637505 2147549184 21504 2147483649 2149859840 263172 0 1141899265 2097152 9437184 4 67108864 4521984 129 40 136676996 1209304160 135267072 33587200 2102336 2147485248 2 2147483776 1048596 268501120 2187339568 285378576 278942730 1140867076 1092714784 8394772 68567043 4099 2684362785 2 is_linear=0 shrinkage=0.01 Tree=323 num_leaves=44 num_cat=11 split_feature=0 1 8 2 26 3 25 1 6 6 6 8 25 5 6 3 4 9 2 0 25 4 1 5 10 0 25 9 9 1 24 25 8 26 24 25 26 25 25 12 25 3 19 split_gain=2.62127e+07 5.05453e+07 1.09573e+08 6.33723e+06 1.00809e+07 3.93908e+06 1.6883e+07 3.49557e+07 9.6284e+06 6.26619e+06 5.81816e+06 7.11286e+06 4.34899e+06 8.44709e+06 3.03516e+06 2.73288e+06 2.64333e+06 2.06431e+06 1.23313e+06 2.26874e+06 2.35354e+06 2.94812e+06 2.52015e+06 1.78281e+06 2.53699e+06 853637 2.40375e+06 1.52662e+07 2.77456e+07 1.1369e+07 1.17626e+06 1.5322e+06 1.04614e+06 728329 507020 3.25727e+06 3.74489e+06 689754 553235 409522 408331 352587 326286 threshold=2773.7250000000004 2779.5510000000008 274.88700000000011 137.53500000000003 2022.5000000000002 476.54200000000009 0 959.97700000000009 2871.8940000000007 287.23380000000003 1913.0125000000005 306.80800000000005 1 2763.7525000000005 92.06750000000001 1278.9218000000003 1876.5445000000002 536.95000000000016 484.73415000000006 1501.0951200000002 2 1517.5820000000001 1891.4572200000002 299.80000000000007 181.99052500000002 3.3935000000000004 3 383.33200000000005 732.3900000000001 959.97700000000009 4 5 1548.5050000000003 2022.5000000000002 6 7 2022.5000000000002 8 9 108.79500000000002 10 870.71080000000018 4.3090000000000002 decision_type=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 9 2 2 2 1 9 2 2 1 9 2 9 9 2 9 2 2 left_child=5 3 -3 4 -2 18 7 9 10 33 12 -12 16 -14 -5 -13 -8 -16 25 20 23 22 -22 24 -20 34 27 29 -29 -27 32 -32 -28 -7 35 36 -1 42 -39 -25 -37 -35 -36 right_child=1 2 -4 14 -6 6 8 -9 -10 -11 11 15 13 -15 17 -17 -18 -19 19 -21 21 -23 -24 39 -26 26 30 28 -30 -31 31 -33 -34 41 37 40 -38 38 -40 -41 -42 -43 -44 leaf_value=0.58259122125673968 6.6293278054630065 30.47862210083008 0.45657222332492953 -4.0063061141967777 -1.2553696083253429 1.1767713487148286 -0.28257227343680663 14.450965557648585 -4.7975637164868807 5.8900985741615299 7.5340210453669227 3.0980536818504336 0.4140261643689041 6.7992406845092779 2.5849292128086092 -1.8416526576450891 -2.9849820382971513 -1.6883790294940655 0.90763728459981774 2.638793452336238 0.12701434782202675 -3.3919794067382809 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0.0720115 0.876067 1.27221 -0.00452777 0.0358366 0.471203 5.77701 0.239812 0.0237471 0.0567126 -0.0564216 0.0288602 -0.0104275 0.0302114 0.306894 -0.014416 -0.0180106 -0.311866 -0.0118932 -0.805984 0.0529499 internal_weight=0 190 51 139 65 362945 2599 126 2473 100 2435 69 2366 1566 74 45 800 46 360346 1884 1845 1451 1426 394 301 358462 45712 1224 52 1172 44488 31527 12961 76 312750 27948 3683 284802 270382 93 24265 44 14420 internal_count=363135 190 51 139 65 362945 2599 126 2473 100 2435 69 2366 1566 74 45 800 46 360346 1884 1845 1451 1426 394 301 358462 45712 1224 52 1172 44488 31527 12961 76 312750 27948 3683 284802 270382 93 24265 44 14420 cat_boundaries=0 6 13 18 24 25 31 32 38 45 52 59 cat_threshold=2097152 0 80 0 0 1026 2358509568 360484 1048576 1147404321 2099200 0 2 2149859840 263172 0 1141899265 2097152 9437184 4 67108864 4521984 129 40 2433 136611332 1208321056 168825168 33587200 6296640 1602 1 1081600 20 4369 3221307424 10242 268435456 3221225472 1146884 268501124 2187339568 285345808 2118666 1 67125380 1092880672 8391688 68550659 4097 2685935713 2 77873668 1210582848 110625280 68160003 20480 8388608 2 is_linear=0 shrinkage=0.01 Tree=324 num_leaves=39 num_cat=9 split_feature=0 1 8 2 3 25 1 4 2 10 25 4 6 24 9 8 10 2 0 25 4 1 5 10 5 4 25 10 0 24 25 0 9 25 0 25 12 0 split_gain=2.56911e+07 4.95395e+07 1.07392e+08 6.21112e+06 3.86069e+06 1.71685e+07 4.65662e+07 9.54992e+06 9.33782e+06 8.86045e+06 4.76723e+06 8.80481e+06 2.97476e+06 2.89679e+06 2.02786e+06 1.79394e+06 1.65607e+06 1.20859e+06 2.2236e+06 2.3067e+06 2.88946e+06 2.47e+06 1.74733e+06 2.48651e+06 839471 4.30898e+06 1.77377e+06 3.50679e+06 1.51509e+06 766182 2.12449e+06 9.61518e+06 3.72459e+06 870721 1.12749e+06 825179 401372 271222 threshold=2773.7250000000004 2779.5510000000008 274.88700000000011 137.53500000000003 476.54200000000009 0 554.77325000000008 2632.2792750000003 1800.6974500000001 2855.9890500000006 1 1876.5445000000002 92.06750000000001 2 1532.4010000000001 70.520800000000023 249.17500000000004 484.73415000000006 1501.0951200000002 3 1517.5820000000001 1891.4572200000002 299.80000000000007 181.99052500000002 234.36750000000004 1876.5445000000002 4 741.05500000000018 988.99750000000006 5 6 1266.1895000000002 383.33200000000005 7 393.17125000000004 8 108.79500000000002 15.9129 decision_type=2 2 2 2 2 9 2 2 2 2 9 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 1 9 2 2 9 2 9 2 2 left_child=4 3 -3 -2 17 6 15 9 16 10 11 -7 -5 -12 -14 37 -9 24 19 22 21 -21 23 -19 29 26 27 -26 -28 30 32 -32 -1 34 -31 -35 -24 -6 right_child=1 2 -4 12 5 7 -8 8 -10 -11 13 -13 14 -15 -16 -17 -18 18 -20 20 -22 -23 36 -25 25 -27 28 -29 -30 33 31 -33 -34 35 -36 -37 -38 -39 leaf_value=0.09421341269787098 2.8402445779947136 30.173836128234861 0.45200705005276592 -3.9662430790492467 -1.0152217937160182 0.52971386799260833 15.082677111307781 1.1676114788055421 -9.0918598720005583 6.933737682342529 0.50861469442477114 5.298708851337433 2.0093715044168325 -0.5499145545267673 -2.226046905517578 2.9728779277801518 -2.8531398101080034 0.8985609325445616 2.6124054189828723 0.1257442046504218 -3.3580595611572268 -3.1096609083811444 0.10049594459249013 3.5482778281700322 0.38178737843061572 4.052073162623814 0.022261495069704876 3.9131707031151342 -1.5342547454684974 0.078030360866301468 -0.006562124250642236 5.2357411231994631 1.5082358391551263 -0.14213267540275593 1.080919682205769 -0.016868122519342714 -1.3633357700934778 0.43016611003875732 leaf_weight=20357 65 20 31 28 37 1204 30 20 21 20 373 40 26 793 20 20 21 260 39 1402 25 24 67 41 927 28 2734 29 64 6726 98214 35 188 5376 114 223670 26 20 leaf_count=20357 65 20 31 28 37 1204 30 20 21 20 373 40 26 793 20 20 21 260 39 1402 25 24 67 41 927 28 2734 29 64 6726 98214 35 188 5376 114 223670 26 20 internal_value=0 3.67775 12.1076 0.584776 -0.000384926 0.383648 4.12802 0.205485 -3.66924 0.305192 0.250183 0.677611 -1.39638 -0.209849 0.167885 0.396074 -0.891798 -0.00315477 0.249462 0.199513 0.0121219 0.0712914 0.867306 1.25949 -0.00448247 0.143714 0.114563 0.48385 -0.0132939 -0.00606271 0.0146477 -0.00469414 0.107101 -0.0164926 0.0946069 -0.0198143 -0.308747 -0.508068 internal_weight=0 190 51 139 362945 2599 107 2492 62 2430 2410 1244 74 1166 46 77 41 360346 1884 1845 1451 1426 394 301 358462 3782 3754 956 2798 354680 118794 98249 20545 235886 6840 229046 93 57 internal_count=363135 190 51 139 362945 2599 107 2492 62 2430 2410 1244 74 1166 46 77 41 360346 1884 1845 1451 1426 394 301 358462 3782 3754 956 2798 354680 118794 98249 20545 235886 6840 229046 93 57 cat_boundaries=0 6 12 13 18 24 25 31 38 43 cat_threshold=0 134217728 80 0 0 1024 2212864 64 67637505 2148532224 21504 2147483651 2322 2149859840 263172 0 1141899265 2097152 67436544 1074037800 35127808 3288334336 4352 8 23 9469956 2097220 67113297 3225511712 4197377 8390144 1073741952 1114112 268501120 40108560 16779921 1601576 1 1048576 0 2147483649 1073823744 4227072 is_linear=0 shrinkage=0.01 Tree=325 num_leaves=45 num_cat=3 split_feature=2 18 5 1 13 26 8 6 8 25 5 8 4 4 1 8 8 11 17 5 8 2 4 25 11 20 1 6 13 25 1 1 1 2 5 14 26 8 1 26 1 9 2 26 split_gain=5.59852e+06 3.23416e+07 3.63673e+07 6.39077e+07 1.0397e+07 2.35114e+07 8.14186e+06 3.09203e+06 7.57039e+06 5.01424e+06 7.80545e+06 6.65317e+06 6.08998e+06 4.09667e+06 6.03257e+06 1.24853e+07 2.99977e+06 2.62894e+06 2.09574e+06 2.01219e+06 3.09769e+06 1.90397e+06 1.5357e+06 2.49941e+06 4.18119e+06 1.5824e+06 2.31049e+06 6.7002e+06 1.41766e+06 1.11679e+06 1.33095e+07 4.37716e+06 1.48802e+06 2.51871e+06 941276 880918 1.14874e+06 640896 757986 656608 594441 275231 257956 163959 threshold=2593.0505000000003 321.88825000000003 22.442500000000006 860.12500000000011 30.504095000000003 2022.5000000000002 153.17075000000003 275.94813500000004 2877.4750000000008 0 1530.4632000000001 1128.2175000000002 195.67150000000001 1517.5820000000001 1461.4925000000003 418.50114000000002 347.72500000000002 1962.6297000000002 291.94050000000004 575.25150000000008 1329.5732400000002 1092.7150000000004 480.16275000000002 1 442.10084200000006 350.67500000000007 1256.4300000000001 94.379625000000019 1099.5287500000002 2 1461.4925000000003 1891.4572200000002 326.91650000000004 621.21800000000007 106.64530000000002 119.46000000000002 2022.5000000000002 652.05450000000008 677.74500000000012 2022.5000000000002 92.667500000000004 1532.4010000000001 249.90350000000004 2022.5000000000002 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 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 43 5 6 -4 22 9 10 11 17 -13 14 21 -16 -12 -9 -18 -15 -21 -11 29 24 35 26 28 -28 -25 30 32 37 40 -34 42 36 -24 39 -39 -31 -1 -10 -33 -2 right_child=1 -3 4 -5 -6 -7 -8 8 41 13 16 12 -14 19 15 -17 18 -19 -20 20 -22 -23 23 25 -26 -27 27 -29 -30 31 -32 34 33 -35 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 leaf_value=0.11679299424573776 -1.238503154407848 12.56347481250763 1.4544267725061488 19.803617078607733 0.79747542381286618 -15.07306720161438 -6.9636667213439942 0.35702619163187771 -3.2332205543518069 -0.033855800418498554 6.1577194993726669 7.9547521972656252 1.835124115779482 0.086749963760375984 9.3153638730730322 -1.4644856330752374 0.6934579146992077 3.9185888111023677 4.7958282747268672 -4.9354034470223089 -0.19699035774577747 1.5758579687695755 1.4378850562550198 0.12140709753989777 5.5886900844573972 -2.3748907829284667 -0.31492324071052746 6.8041346902847293 -2.2845161338806155 0.0065383055624720163 6.393744482152603 -1.8215213195053306 -0.29823357591146155 -4.2708623733520508 -3.9098601112365725 2.7152472404811694 0.046016343715495636 0.41902042418339724 -1.0066483074426651 -0.020780703725659686 0.79286709290963631 -4.8922286453247068 -0.62845455010732021 -0.09367067435692096 leaf_weight=3549 22 24 27 22 34 20 20 1584 20 2215 31 20 87 28 21 22 33 21 20 37 22 76 107 1203 20 25 39 20 25 176822 34 74 79 20 20 23 133 551 40 175100 135 20 24 29 leaf_count=3549 22 24 27 22 34 20 20 1584 20 2215 31 20 87 28 21 22 33 21 20 37 22 76 107 1203 20 25 39 20 25 176822 34 74 79 20 20 23 133 551 40 175100 135 20 24 29 internal_value=0 1.68125 0.180259 5.55775 -3.70645 -5.99202 -2.12774 -0.000731759 0.267187 0.308258 0.706678 0.564586 2.97898 0.0097342 0.0891939 3.80009 3.68679 0.403626 2.24152 -2.12086 -3.16854 0.0195437 -0.00391722 0.305684 1.14061 0.116012 0.1653 2.09832 0.0724266 -0.00530259 0.164605 -0.0071462 0.109056 -1.10078 -1.93282 0.845721 0.666558 -0.0065018 0.322528 -0.00705436 0.141568 -4.06272 -1.52934 -0.58752 internal_weight=0 198 174 73 101 67 47 362300 4257 4217 1796 1712 107 2421 2334 43 84 1605 53 87 59 2291 358043 1595 283 1312 1287 59 1228 356448 3817 352631 3783 99 118 263 240 352513 591 351922 3684 40 98 51 internal_count=362498 198 174 73 101 67 47 362300 4257 4217 1796 1712 107 2421 2334 43 84 1605 53 87 59 2291 358043 1595 283 1312 1287 59 1228 356448 3817 352631 3783 99 118 263 240 352513 591 351922 3684 40 98 51 cat_boundaries=0 6 12 18 cat_threshold=136429572 1207993920 67112976 67174400 20480 1027 512 1074069504 1576976 2147483649 4199424 1024 1048576 0 0 4194304 2688 268439560 is_linear=0 shrinkage=0.01 Tree=326 num_leaves=41 num_cat=6 split_feature=3 12 4 9 7 5 0 25 24 26 0 0 5 7 15 4 1 9 26 1 4 9 24 22 14 25 4 25 1 24 1 2 19 3 1 26 11 9 3 26 split_gain=6.97536e+06 5.67718e+07 1.38805e+08 3.15622e+07 7.00881e+06 1.02596e+07 3.14239e+06 6.82159e+06 2.55908e+07 4.23151e+07 6.19332e+07 4.1366e+06 4.34759e+06 6.23123e+06 4.2085e+06 3.82988e+06 9.01434e+06 3.03344e+06 2.75142e+06 2.46297e+06 2.34976e+06 2.27848e+06 2.26979e+06 1.04872e+07 2.13706e+06 1.98168e+06 1.34059e+06 2.8179e+06 2.93331e+06 2.63573e+06 1.21712e+06 9.22604e+06 1.01058e+06 2.35621e+06 921184 827432 792249 706306 414386 1000.15 threshold=2692.2960000000003 41.70600000000001 2632.2792750000003 149.28375000000003 103.09827500000002 139.80500000000004 299.04000000000008 0 1 2022.5000000000002 988.99750000000006 2773.7250000000004 47.231500000000004 1489.0961200000002 1797.3406500000003 1517.5820000000001 1461.4925000000003 365.76300000000003 2022.5000000000002 1891.4572200000002 678.56500000000017 70.789000000000016 2 8.3462500000000031 1541.2800000000002 3 508.16875000000005 4 1097.7209 5 1461.4925000000003 92.941000000000017 216.76770000000005 106.85300000000002 110.163324 2022.5000000000002 912.26085000000012 1889.5600000000002 870.71080000000018 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 9 2 1 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 5 34 19 8 9 10 -8 14 18 -14 22 16 25 -11 -13 26 21 35 23 -9 -24 -10 30 36 29 -29 32 39 37 -34 -2 -21 38 -1 -28 -32 right_child=1 2 -4 -5 -6 -7 7 11 15 17 -12 12 13 -15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 27 28 -30 -31 31 -33 33 -35 -36 -37 -38 -39 -40 -41 leaf_value=-0.0060726070300655358 0.62054239853568693 -1.482543674045139 31.374674613952639 -11.739396411822392 6.0279952971935273 -6.4923256865001866 3.7584380930823249 0.30124413878498202 -0.57582831713173899 -1.941666507140184 24.945732172185728 -5.2795925614640522 3.3372591126759845 -3.6694887577403676 3.7274350900361033 -3.3073094561792193 6.4139261461340871 2.8484517478942872 -0.98518383684158328 -2.5552703005947719 -4.5623354701995851 2.2120322923660281 -0.048654588730477163 7.4013655585334419 -2.6929630101111628 0.98854341477644259 -0.14400925061989239 1.0130518550022705 3.3882640245798474 -0.069295727964361606 -0.51204628482460979 7.163954099416733 0.073197562514175821 1.2497969827510063 3.5173920623461408 -0.53370977938175201 -2.2494605417251585 -0.97660851408640537 -1.320393649339676 -0.43857154477726334 leaf_weight=354376 23 36 20 26 20 21 37 2218 231 39 22 37 30 22 33 31 23 20 25 41 20 20 2167 21 31 112 466 478 37 423 32 20 898 210 21 40 20 75 32 44 leaf_count=354376 23 36 20 26 20 21 37 2218 231 39 22 37 30 22 33 31 23 20 25 41 20 20 2167 21 31 112 466 478 37 423 32 20 898 210 21 40 20 75 32 44 internal_value=0 2.04345 10.2522 -2.09789 0.85128 -0.741556 -0.000756661 0.245739 1.32559 5.22744 11.6588 0.121265 -1.75952 0.372866 0.169503 0.0659002 0.35341 -0.317898 -3.54798 -0.00427506 -1.43075 -0.810632 0.143041 0.366202 -0.0855599 -0.0529805 -0.00379172 0.299025 0.622078 0.515388 -0.00503141 1.1208 -0.00533538 0.296199 2.00313 -1.55697 -0.29233 -0.00627797 -0.2196 -0.469508 internal_weight=0 167 56 111 85 65 362331 5099 515 118 59 4584 114 52 4470 397 366 59 62 357232 121 101 4437 2239 2198 343 357111 1456 938 901 355655 96 355559 1108 44 81 518 354451 498 76 internal_count=362498 167 56 111 85 65 362331 5099 515 118 59 4584 114 52 4470 397 366 59 62 357232 121 101 4437 2239 2198 343 357111 1456 938 901 355655 96 355559 1108 44 81 518 354451 498 76 cat_boundaries=0 6 7 8 13 20 21 cat_threshold=1049088 134217728 67108864 4259840 16384 74 22 1396 1049088 0 0 0 16384 8650752 134217824 321 1148190752 2099200 0 2 3412 is_linear=0 shrinkage=0.01 Tree=327 num_leaves=43 num_cat=5 split_feature=3 12 4 6 0 25 0 24 3 0 0 5 7 15 6 14 25 1 0 5 1 6 4 9 3 5 4 25 1 24 6 6 1 19 1 1 10 3 10 1 10 1 split_gain=6.83655e+06 5.56421e+07 1.36043e+08 3.35021e+07 3.08005e+06 6.68673e+06 2.54032e+07 7.02816e+06 8.02399e+06 1.03589e+07 4.05428e+06 4.26108e+06 6.10723e+06 4.12475e+06 3.12936e+06 5.31631e+06 3.01812e+06 2.81212e+06 2.50106e+06 2.73222e+06 2.41396e+06 2.31746e+06 2.303e+06 2.23314e+06 2.15541e+06 1.64334e+06 1.31447e+06 2.76243e+06 2.87472e+06 2.58436e+06 1.53803e+06 1.20332e+06 5.63639e+06 2.59657e+06 1e+06 1.30577e+06 894017 619452 512748 495043 476962 324478 threshold=2692.2960000000003 41.70600000000001 2632.2792750000003 1913.0125000000005 299.04000000000008 0 2773.7250000000004 1 40.449000000000005 591.40200000000016 2773.7250000000004 47.231500000000004 1489.0961200000002 1797.3406500000003 1913.0125000000005 246.95900000000003 2 2779.5510000000008 1836.963 93.825125 1891.4572200000002 642.48675000000014 678.56500000000017 70.789000000000016 304.68375000000009 1287.5327000000002 508.16875000000005 3 1097.7209 4 211.11000000000004 275.94813500000004 1256.4300000000001 261.04200000000009 860.12500000000011 786.48464000000001 543.30775000000006 11.946000000000003 19.101000000000003 4.7879500000000013 484.50915000000003 2779.5510000000008 decision_type=2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 18 20 6 7 8 9 -6 13 39 -13 14 17 -16 25 -7 19 -2 26 -18 23 37 -10 -9 31 30 29 -29 40 34 33 -33 35 -1 -36 41 -32 -12 -28 -22 right_child=1 2 -4 -5 5 10 -8 16 24 -11 11 12 -14 -15 15 -17 21 -19 -20 -21 22 -23 -24 -25 -26 -27 27 28 -30 -31 38 32 -34 -35 36 -37 -38 -39 -40 -41 -42 -43 leaf_value=-0.0063285025532436147 0.73034108554465438 -1.4677182261149089 31.06092719459534 -10.902400562532486 0.79483034546558673 0.13120676600931699 11.610003018586534 -0.30286464416063746 -1.8468254745483399 9.0783345921834311 -2.8729925560369725 3.3038864370981851 -3.6327939449657096 3.6901609189582594 3.9975370935738086 -1.9981600207374208 0.65417313844729696 -2.6374182510375976 -1.440526594694542 5.2276229858398438 -0.38095701161552881 3.6910783796012403 -4.5167121734619142 2.1899119920730592 2.2655553935124324 -3.1768524213270708 -0.059988845695448191 1.003128941826156 3.3543813375524572 -0.06861877171051696 -0.56072994277590793 0.093526943302648963 4.5889285347379483 1.6689294994642976 -0.63861921834441981 1.340495262708929 1.5343784027099612 -3.0195795207931884 -1.8001111113857216 -4.7610516335850672 1.4565099913423711 -1.8649853688936966 leaf_weight=352466 35 36 20 31 26 4329 23 208 25 36 41 30 22 33 50 21 117 37 23 22 34 32 20 20 26 22 362 478 37 423 63 2604 29 109 355 72 20 21 71 21 22 26 leaf_count=352466 35 36 20 31 26 4329 23 208 25 36 41 30 22 33 50 21 117 37 23 22 34 32 20 20 26 22 362 478 37 423 63 2604 29 109 355 72 20 21 71 21 22 26 internal_value=0 2.02302 10.1497 -2.07691 -0.00074872 0.24329 1.31241 0.857694 2.92861 5.60461 0.120052 -1.74193 0.369137 0.167808 0.14161 2.22416 0.158782 0.107744 1.34297 2.46613 -0.00423204 1.22423 -1.41644 -0.802526 0.249682 -0.553694 -0.00375354 0.296099 0.615957 0.510339 -0.289406 -0.0049811 0.203697 0.156822 -0.00660244 -0.00605344 -0.522726 -1.5414 -1.21742 -3.5125 0.0268939 -1.02404 internal_weight=0 167 56 111 362331 5099 515 492 113 62 4584 114 52 4470 4437 71 379 4366 80 57 357232 149 121 101 51 230 357111 1456 938 901 518 355655 2742 2713 352913 352538 375 81 134 62 384 60 internal_count=362498 167 56 111 362331 5099 515 492 113 62 4584 114 52 4470 4437 71 379 4366 80 57 357232 149 121 101 51 230 357111 1456 938 901 518 355655 2742 2713 352913 352538 375 81 134 62 384 60 cat_boundaries=0 6 7 8 15 16 cat_threshold=1049088 134217728 67108864 4259840 16384 74 22 1049088 8650752 134217824 321 1148190752 2099200 0 2 3412 is_linear=0 shrinkage=0.01 Tree=328 num_leaves=43 num_cat=6 split_feature=2 18 13 0 6 0 6 8 25 7 1 6 7 1 11 24 14 4 10 4 25 14 24 1 0 4 8 1 25 0 0 1 0 0 26 24 0 0 7 2 26 1 split_gain=5.30787e+06 3.07749e+07 2.8505e+07 4.44698e+07 2.37686e+07 4.45999e+06 2.95499e+06 7.58341e+06 4.88368e+06 1.36916e+07 7.44885e+06 6.44894e+06 6.17261e+06 6.06769e+06 1.18236e+07 3.18162e+06 3.7097e+06 2.59675e+06 1.58409e+06 1.46122e+06 2.45525e+06 4.93328e+06 1.81551e+06 7.25926e+06 5.25113e+06 1.2983e+06 1.28727e+06 1.08595e+06 1.07521e+06 2.22173e+07 4.62154e+06 4.03457e+06 1.66202e+06 3.45772e+06 1.5682e+06 1.26355e+06 1.07646e+06 952683 901420 864684 401781 311486 threshold=2593.0505000000003 321.88825000000003 33.274025000000009 803.13700000000006 1913.0125000000005 688.40820000000008 275.94813500000004 2877.4750000000008 0 1489.0961200000002 1461.4925000000003 987.12000000000012 2690.3565000000003 1461.4925000000003 104.02000000000002 1 1012.3383000000001 861.89750000000015 1528.9670000000003 480.16275000000002 2 66.568500000000014 3 1097.7209 1501.0951200000002 1517.5820000000001 37.207300000000011 303.85500000000008 4 1836.963 2773.7250000000004 1891.4572200000002 360.43000000000001 1266.1895000000002 2022.5000000000002 5 1266.1895000000002 1114.9175000000002 66.666000000000011 1254.2925000000002 2022.5000000000002 677.74500000000012 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 9 2 1 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=6 2 4 -4 5 27 19 8 9 15 11 -11 13 25 -15 18 -17 -7 -8 28 21 26 23 37 39 -10 40 -2 29 32 31 36 35 -34 -32 -1 -30 -22 -33 -24 -21 -9 right_child=1 -3 3 -5 -6 17 7 41 12 10 -12 -13 -14 14 -16 16 -18 -19 -20 20 22 -23 24 -25 -26 -27 -28 -29 30 -31 34 38 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 leaf_value=0.51266202978776287 -0.67875604141590207 12.252400512695313 -2.700853630701701 18.134446028232574 -10.260776574271064 5.2406613311767583 -0.26147027342442974 -3.1899823532104494 0.02237275667233463 3.3098223824934525 -0.51671491986229312 9.715970395406087 -4.9354825927734378 7.4039416899219637 -2.0590334247506186 0.66018287254068586 3.117210381727952 0.26199552362615408 2.6083740806579589 1.0946402171163849 0.44174058491407436 6.2756540832519532 0.10873760824325757 4.8989191408847503 -4.3273928001948763 -1.4217815144360066 2.9332738882562386 -3.4992571620941164 -0.006432932809397717 10.671690315246583 -4.3117598009109495 -1.4816235725149032 2.0938036675006151 -2.3015010898763486 -1.0053771455471332 -0.004720094312006021 0.63357311743747147 -1.7452106780097598 -3.8217881050109863 -1.8529411282746688 -0.34493313474858062 -4.9548803939819335 leaf_weight=541 43 24 21 20 28 20 502 20 2278 33 21 30 25 31 23 1125 65 22 20 33 387 20 975 38 28 64 23 20 352034 20 32 93 96 22 26 3301 263 21 20 23 47 20 leaf_count=541 43 24 21 20 28 20 502 20 2278 33 21 30 25 31 23 1125 65 22 20 33 387 20 975 38 28 64 23 20 352034 20 32 93 96 22 26 3301 263 21 20 23 47 20 internal_value=0 1.63703 0.172843 7.46271 -2.07441 0.108624 -0.000712518 0.261202 0.302308 0.695507 4.6411 6.36037 0.00771225 0.059322 3.37342 0.505978 0.78777 2.63279 -0.148667 -0.00382659 0.298174 1.60067 0.177259 0.70277 -0.0557582 -0.0170917 0.848316 -1.57415 -0.00517795 0.158059 -0.00702547 -0.00656113 0.105359 1.27434 -2.82959 0.0694556 -0.00595515 0.329177 -1.89581 0.0635286 0.248891 -4.07243 internal_weight=0 198 174 41 133 105 362300 4257 4217 1796 84 63 2421 2396 54 1712 1190 42 522 358043 1595 123 1472 446 1026 2342 103 63 356448 3980 352468 352410 3960 118 58 3842 352297 408 113 998 80 40 internal_count=362498 198 174 41 133 105 362300 4257 4217 1796 84 63 2421 2396 54 1712 1190 42 522 358043 1595 123 1472 446 1026 2342 103 63 356448 3980 352468 352410 3960 118 58 3842 352297 408 113 998 80 40 cat_boundaries=0 6 7 13 14 20 21 cat_threshold=136429572 1207993920 67112976 67174400 20480 1027 170 0 327680 524304 1 4096 1024 208 1048576 0 0 4194304 2689 268439560 1 is_linear=0 shrinkage=0.01 Tree=329 num_leaves=37 num_cat=4 split_feature=3 12 4 8 26 1 0 15 11 25 0 0 2 24 6 11 9 5 1 6 2 4 26 4 1 25 24 1 26 9 6 9 1 3 4 1 split_gain=6.66337e+06 5.41009e+07 1.3262e+08 3.56851e+07 4.67084e+06 6.56293e+06 2.98061e+06 4.84916e+06 7.47469e+06 4.33994e+06 3.78335e+07 4.36903e+06 4.63318e+06 3.82198e+06 3.69086e+06 4.80604e+06 3.59386e+06 3.44924e+06 3.28445e+06 2.34158e+06 2.17053e+06 2.32317e+06 1.40592e+06 987043 2.36586e+06 1.62471e+06 1.99802e+06 798930 977505 787367 944074 652015 584166 524006 288283 46101 threshold=2692.2960000000003 41.70600000000001 2632.2792750000003 274.88700000000011 2022.5000000000002 1891.4572200000002 162.71250000000001 1797.3406500000003 1602.5343235000003 0 2773.7250000000004 2773.7250000000004 52.508000000000003 1 1913.0125000000005 119.60205350000003 536.95000000000016 184.35900000000001 2779.5510000000008 685.98275000000012 1254.2925000000002 861.89750000000015 2022.5000000000002 508.16875000000005 1256.4300000000001 2 3 1891.4572200000002 2022.5000000000002 2724.2674800000009 2871.8940000000007 90.285000000000011 959.97700000000009 314.62380000000002 161.29750000000004 2779.5510000000008 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 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 4 5 -2 20 9 -9 10 13 14 22 17 18 -16 -14 -8 -11 -15 23 32 -13 27 25 31 -27 29 -29 30 -1 -25 33 34 -22 -30 right_child=1 2 -4 -5 -6 -7 7 8 -10 11 -12 12 16 19 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 35 -31 -32 -33 -34 -35 -36 -37 leaf_value=-0.0054629819641304088 0.21366075464197107 -1.4597646956973607 30.6570629953146 -12.046439978215432 -2.3529035182641103 7.2129226611909418 3.0520538695094483 0.29028606981844518 7.6508375393260613 0.11996912589933846 14.521536141276361 -5.4887614809233574 2.0683919931139267 -0.23581372855818847 4.3469637761217488 -0.33786915848894816 -3.2455023403167722 -0.99367613969025781 -2.6194206367839468 1.9077513997029452 -0.45153638965782078 -3.8782166481018066 -2.2167580097913744 -0.1279729190928037 3.1018912019400764 0.93433893371851018 -0.061167524974755569 -2.3245008345806237 -0.34668452079479506 -1.550022466543949 1.591978480880325 -1.1687073259989422 -2.2083292939549399 -2.0053077964782715 0.69685864715576173 0.29192064839601517 leaf_weight=351536 37 36 20 27 26 21 96 37 22 8293 20 29 35 374 47 41 20 27 44 59 174 24 24 305 29 419 386 33 26 33 37 75 21 20 25 20 leaf_count=351536 37 36 20 27 26 21 96 37 22 8293 20 29 35 374 47 41 20 27 44 59 174 24 24 305 29 419 386 33 26 33 37 75 21 20 25 20 internal_value=0 1.99723 10.0105 -2.04552 1.16906 2.74788 -0.000740094 0.177272 3.0349 0.158763 0.991402 0.101277 -1.89715 0.522538 0.127015 2.16426 0.136067 2.00126 0.105512 0.0549955 -0.00536124 -0.911758 -4.0071 -0.00468317 0.279966 0.210907 0.462097 -0.00566577 -1.01119 -0.00543985 -0.00529487 -0.324833 -0.615112 -0.462338 -0.307266 -0.0690301 internal_weight=0 167 56 111 84 58 362331 9168 59 9109 576 8533 108 556 8425 88 55 123 8337 433 353163 264 53 352899 1214 1185 805 351685 79 351606 351573 380 240 219 199 46 internal_count=362498 167 56 111 84 58 362331 9168 59 9109 576 8533 108 556 8425 88 55 123 8337 433 353163 264 53 352899 1214 1185 805 351685 79 351606 351573 380 240 219 199 46 cat_boundaries=0 6 7 14 15 cat_threshold=1048576 134217728 67108880 65536 576 10 262 9438720 134217760 65 1147142176 2099200 0 2 3412 is_linear=0 shrinkage=0.01 Tree=330 num_leaves=25 num_cat=1 split_feature=8 2 7 1 4 0 7 2 26 2 2 5 25 0 1 1 4 2 3 26 3 10 26 7 split_gain=1.13494e+07 5.9208e+07 8.16843e+06 4.04033e+07 6.32732e+06 5.4295e+06 2.19904e+07 4.05125e+07 1.6381e+07 1.00228e+07 2.89109e+06 4.88527e+06 3.01614e+06 2.93469e+06 2.46171e+06 2.17811e+06 1.7973e+06 5.64389e+06 1.9802e+06 1.37733e+06 1.3187e+06 1.24676e+06 1.22736e+06 214008 threshold=2877.4750000000008 2593.0505000000003 2690.3565000000003 1891.4572200000002 726.06900000000007 2773.7250000000004 148.25225000000003 27.046500000000005 2022.5000000000002 2593.0505000000003 621.21800000000007 2763.7525000000005 0 746.42750000000012 132.46500000000003 2779.5510000000008 1876.5445000000002 182.49450000000004 2692.2960000000003 2022.5000000000002 802.00500000000011 1105.5920000000003 2022.5000000000002 19.649875000000005 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 left_child=2 4 5 19 23 10 7 8 -7 -9 15 12 13 -12 -14 16 18 -18 -1 -4 -6 -21 -17 -2 right_child=1 -3 3 -5 20 6 -8 9 -10 -11 11 -13 14 -15 -16 22 17 -19 -20 21 -22 -23 -24 -25 leaf_value=-0.0040176458496327238 1.7072049567812966 13.225566397935916 2.5258097330729168 -14.196466139157613 -2.6450608806610107 9.5954665312895902 8.4768129366322569 -2.9439668401990615 -1.6374406106472015 -11.557625593705611 -0.37190033079475482 4.876687501271566 0.041264316911356784 -4.0210831558227538 0.83253535400000434 -3.3786539538153288 -0.10679773998260497 4.2023381888298763 1.9861939395189285 0.84935776684735276 -6.2329639471144906 -2.0771456877390544 -0.55880549239389821 0.31093901302503507 leaf_weight=360462 21 39 24 24 20 37 38 35 20 22 186 24 700 25 897 29 110 42 50 37 21 24 33 23 leaf_count=360462 21 39 24 24 20 37 38 35 20 22 186 24 700 25 897 29 110 42 50 37 21 24 33 23 internal_value=0 3.02425 -0.00162336 -2.73872 -1.65636 -0.000800819 1.88879 -0.307221 5.6541 -6.26854 -0.00159302 0.394656 0.33516 -0.767876 0.482682 -0.00360542 -0.00328325 1.08388 -0.00374162 0.496402 -4.48277 -0.302053 -1.87777 0.977339 internal_weight=0 124 362819 109 85 362710 152 114 57 57 362558 1832 1808 211 1597 360726 360664 152 360512 85 41 61 62 44 internal_count=362943 124 362819 109 85 362710 152 114 57 57 362558 1832 1808 211 1597 360726 360664 152 360512 85 41 61 62 44 cat_boundaries=0 6 cat_threshold=8650756 64 67108944 4259872 6144 1 is_linear=0 shrinkage=0.01 Tree=331 num_leaves=26 num_cat=0 split_feature=9 8 4 7 1 0 9 1 2 26 2 4 10 1 12 1 9 0 11 4 0 3 13 26 4 split_gain=1.55826e+07 8.39039e+07 1.44244e+07 4.39492e+06 2.2704e+07 3.93898e+06 1.44214e+07 3.11647e+07 8.68023e+06 1.0112e+07 2.4166e+06 4.96199e+06 8.61653e+06 5.14697e+06 4.1502e+06 3.62108e+06 2.31977e+06 2.16476e+06 1.64299e+06 1.57728e+06 3.07208e+06 1.53691e+06 1.03134e+06 462904 138170 threshold=2724.2674800000009 2877.4750000000008 1291.5535000000002 2690.3565000000003 1461.4925000000003 2773.7250000000004 149.28375000000003 2779.5510000000008 92.941000000000017 2022.5000000000002 249.90350000000004 2632.2792750000003 2855.9890500000006 2779.5510000000008 69.871800000000022 2779.5510000000008 92.591000000000022 220.57000000000002 44.815425000000005 2632.2792750000003 16.400500000000005 2692.2960000000003 250.65000000000003 2022.5000000000002 861.89750000000015 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 17 5 16 10 7 8 9 -7 15 12 13 -12 -13 19 -5 18 -2 21 -21 -1 -18 -17 -10 right_child=1 -3 -4 4 -6 6 -8 -9 24 -11 11 14 -14 -15 -16 23 22 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.0051438727662895724 1.381606780749101 17.474762625098229 -8.6500949173881896 2.4900261451102592 -9.7807432167870658 6.767239039829799 -4.0553630308423729 14.304901006789436 -2.0624655462446668 -1.7683616391472194 0.1816179713989908 -0.33442363103230799 6.6268589074271063 3.695952428181966 -6.5023638782501223 -3.5915766754150389 -2.5785620136260987 3.595585571289063 -2.3315238562497225 -0.048149096514727624 4.8163469944000248 1.931088163805444 0.41752052307128906 -1.7347417858551288 -3.2238455984592442 leaf_weight=356926 26 32 21 37 28 35 35 21 21 23 5370 24 21 42 20 25 20 20 22 37 20 41 27 29 20 leaf_count=356926 26 32 21 37 28 35 35 21 21 23 5370 24 21 42 20 25 20 20 22 37 20 41 27 29 20 internal_value=0 3.58744 -1.40575 -0.00178027 -1.98239 -0.00116868 1.59263 3.23996 0.892852 3.38243 -0.00185006 0.206611 0.233698 0.208891 -3.13803 -0.00504752 0.617057 0.83147 -0.320245 -0.00465588 1.65869 -0.00492148 -0.857408 -2.59439 -2.62899 internal_weight=0 121 89 362822 112 362710 155 120 99 58 362555 5477 5433 5412 44 357078 84 68 48 357024 57 356967 47 54 41 internal_count=362943 121 89 362822 112 362710 155 120 99 58 362555 5477 5433 5412 44 357078 84 68 48 357024 57 356967 47 54 41 is_linear=0 shrinkage=0.01 Tree=332 num_leaves=29 num_cat=0 split_feature=9 8 4 6 4 4 7 2 2 11 3 5 0 2 9 0 11 2 0 0 10 6 10 19 0 7 3 2 split_gain=1.52725e+07 8.22342e+07 1.41374e+07 7.55376e+06 3.38702e+07 4.64995e+06 1.96852e+07 5.01143e+07 1.11409e+07 7.54069e+06 3.09475e+06 3.01093e+06 2.97049e+06 3.27317e+06 2.65185e+06 2.12168e+06 1.6103e+06 1.33326e+06 1.02745e+07 7.67911e+06 6.94216e+06 3.99334e+06 3.8284e+06 2.47822e+06 1.20965e+06 1.25494e+06 820985 137400 threshold=2724.2674800000009 2877.4750000000008 1291.5535000000002 2871.8940000000007 1876.5445000000002 1876.5445000000002 148.25225000000003 1800.6974500000001 1800.6974500000001 128.08380000000002 1278.9218000000003 284.82500000000005 321.84000000000009 6.4413000000000009 76.418577500000012 220.57000000000002 44.815425000000005 249.90350000000004 2773.7250000000004 2773.7250000000004 9.4804000000000013 148.87900000000005 2855.9890500000006 1711.5412500000002 1266.1895000000002 71.311500000000009 2692.2960000000003 0.75441500000000017 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=3 2 15 5 11 17 8 9 12 14 -11 27 13 -7 -8 16 -2 18 24 22 -20 -21 23 -19 26 -26 -1 -5 right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 19 20 21 -22 -23 -24 -25 25 -27 -28 -29 leaf_value=-0.0047327553789113094 1.3677907351347116 17.300015224814416 -8.5635937132154201 -0.55011434637981915 -11.892392009866649 -0.15222035869719489 2.0095623369570133 17.516735886283545 -7.9839525940304714 0.53952578597598599 -4.2909466470990862 2.8137582490250872 -2.4091179022036102 4.4911983954906463 6.6866937672008167 3.5596296663284299 -2.3082086242328992 0.18649968628168448 5.5938321924319974 -1.3904963629586358 -1.1821390597025554 -7.2410207777619364 4.4507522256033765 -3.1767128554257482 -0.95319717664100145 0.7889155755996704 1.3771125966449116 -1.6834228715896606 leaf_weight=356620 26 32 21 23 29 63 27 23 21 36 21 37 38 20 22 20 22 5324 54 28 21 20 21 22 239 50 43 20 leaf_count=356620 26 32 21 23 29 63 27 23 21 36 21 37 38 20 22 20 22 5324 54 28 21 20 21 22 239 50 43 20 internal_value=0 3.55157 -1.3917 -0.00176246 -2.63387 -0.000971483 1.30844 4.13615 -1.26039 1.23282 -1.24012 0.72235 -0.0934909 0.966676 4.1095 0.823155 -0.317042 -0.00195054 -0.00431257 0.153785 3.69656 -3.82821 0.189399 0.172659 -0.00509017 -0.651794 -0.00456616 -1.07723 internal_weight=0 121 89 362822 109 362713 271 129 142 106 57 80 121 83 49 68 48 362442 357027 5415 75 48 5367 5346 356952 289 356663 43 internal_count=362943 121 89 362822 109 362713 271 129 142 106 57 80 121 83 49 68 48 362442 357027 5415 75 48 5367 5346 356952 289 356663 43 is_linear=0 shrinkage=0.01 Tree=333 num_leaves=31 num_cat=2 split_feature=9 8 4 6 4 4 24 2 0 6 6 5 0 11 4 2 0 24 0 0 10 2 8 11 10 14 2 2 2 26 split_gain=1.49686e+07 8.05978e+07 1.3856e+07 7.40344e+06 3.31962e+07 4.55741e+06 2.03066e+07 3.43954e+07 8.43574e+06 4.25059e+06 8.06442e+06 2.95102e+06 2.07946e+06 1.57825e+06 1.51608e+06 1.83019e+06 1.32246e+06 3.66742e+06 3.5628e+07 1.1422e+07 4.07251e+06 2.48193e+06 2.10125e+06 1.1358e+06 609102 2.27079e+06 508050 445402 134665 14265.7 threshold=2724.2674800000009 2877.4750000000008 1291.5535000000002 2871.8940000000007 1876.5445000000002 1876.5445000000002 0 1800.6974500000001 1836.963 137.63850000000005 987.12000000000012 284.82500000000005 220.57000000000002 44.815425000000005 2632.2792750000003 148.17000000000004 21.467000000000002 1 2773.7250000000004 2773.7250000000004 45.907000000000004 863.30000000000007 998.8850000000001 29.442000000000004 1797.2975000000001 26.307400000000005 2593.0505000000003 1254.2925000000002 0.75441500000000017 2022.5000000000002 decision_type=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 2 2 left_child=3 2 12 5 11 16 7 9 14 29 -11 28 13 -2 15 -8 24 18 21 22 -21 -18 -19 -16 26 -26 27 -1 -5 -7 right_child=1 -3 -4 4 -6 6 8 -9 -10 10 -12 -13 -14 -15 23 -17 17 19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0077945651250313575 1.3541127175551193 17.127014341801406 -8.4779578308832093 -0.54461320172185479 -11.77346810505308 -0.60412798381987076 -0.97702937543392188 15.889766268079931 -6.9133462419293146 7.9764708543777463 0.094474520506682216 2.7856205563931855 3.524033414840698 -2.2851265395771372 -0.380320466813587 2.2688304554788692 0.17521399753393851 0.00098515197811419389 9.4367198535374239 -5.2486675863606598 -0.39456034011840824 1.4874661547148309 0.90001039700589702 -3.1851421685652297 2.0477114321150869 -1.6084714729309082 1.1638005957732329 -0.5095652980858324 -1.6665886673927306 -0.23095234632492065 leaf_weight=331624 26 32 21 23 29 21 32 22 22 25 27 37 20 22 42 38 7383 22610 42 56 25 147 263 22 53 25 37 177 20 20 leaf_count=331624 26 32 21 23 29 21 32 22 22 25 27 37 20 22 42 38 7383 22610 42 56 25 147 263 22 53 25 37 177 20 20 internal_value=0 3.51605 -1.37778 -0.00174484 -2.60753 -0.000961768 1.29536 4.27385 -1.10355 1.98556 3.8839 0.715126 0.814924 -0.313872 -0.232059 0.785009 -0.00193103 0.0610559 0.251728 -0.00195142 -3.75049 0.200832 0.0113224 -1.34448 -0.00772388 0.875858 -0.00793157 -0.00806224 -1.06646 -0.422091 internal_weight=0 121 89 362822 109 362713 271 115 156 93 52 80 68 48 134 70 362442 30526 7572 22954 81 7530 22873 64 331916 78 331838 331801 43 41 internal_count=362943 121 89 362822 109 362713 271 115 156 93 52 80 68 48 134 70 362442 30526 7572 22954 81 7530 22873 64 331916 78 331838 331801 43 41 cat_boundaries=0 1 2 cat_threshold=3264 22 is_linear=0 shrinkage=0.01 Tree=334 num_leaves=28 num_cat=2 split_feature=9 8 4 6 4 1 4 1 0 1 12 0 11 11 25 0 2 2 25 6 0 2 17 26 0 0 4 split_gain=1.46707e+07 7.89939e+07 1.35803e+07 7.25611e+06 3.25356e+07 5.73189e+06 4.46672e+06 2.75146e+07 3.8478e+06 5.38997e+06 3.36863e+06 2.03808e+06 1.54684e+06 1.3062e+06 2.86062e+06 1.63717e+06 1.50569e+06 2.98055e+06 1.46969e+06 1.35897e+06 2.82735e+06 1.30466e+06 1.24694e+06 1.15048e+06 7.7171e+06 6.56005e+06 1.0785e+06 threshold=2724.2674800000009 2877.4750000000008 1291.5535000000002 2871.8940000000007 1876.5445000000002 227.67125000000004 1876.5445000000002 2779.5510000000008 1836.963 677.74500000000012 193.28640000000004 220.57000000000002 44.815425000000005 221.19125000000003 0 885.78750000000014 1254.2925000000002 2593.0505000000003 1 1913.0125000000005 153.94725000000003 621.21800000000007 183.36857700000004 2022.5000000000002 2773.7250000000004 2773.7250000000004 586.56060000000014 decision_type=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 left_child=3 2 11 6 5 -5 13 8 9 21 -11 12 -2 19 16 26 18 -18 -15 23 -21 -8 -17 24 -1 -25 -16 right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12 -13 -14 14 15 22 17 -19 -20 20 -22 -23 -24 25 -26 -27 -28 leaf_value=0.012330459442947909 1.3405716830033523 16.955744257569314 -8.393178567886352 -1.6526758102840848 -11.655733477822666 3.7430969777788436 0.19023406422051201 11.504503782590231 -2.889229210868026 5.569092953205109 0.61299312432607023 3.4887931041717533 -2.2622752692482688 0.98770382996436001 0.019081407829421717 -2.1915961863502624 2.8012669579432559 -1.4570668844743206 0.25205588460041167 -0.19952959661898406 3.7874384015965563 -2.4865092922392349 0.52883390716884449 -0.021384739812459901 3.406785244141052 -4.3511315640722001 -1.0383574969560199 leaf_weight=181176 26 32 21 45 29 35 137 24 33 32 24 20 22 323 1517 63 65 22 1632 46 29 21 23 177341 67 35 103 leaf_count=181176 26 32 21 45 29 35 137 24 33 32 24 20 22 323 1517 63 65 22 1632 46 29 21 23 177341 67 35 103 internal_value=0 3.48089 -1.364 -0.00172739 -2.58145 0.707975 -0.000952151 1.2824 0.289164 0.779291 3.44505 0.806775 -0.310733 -0.00191172 0.183804 -0.11883 0.435092 1.72445 0.379939 -0.00385227 1.3421 -0.165536 -1.46404 -0.00413375 0.0135853 -0.0222391 -0.0481508 internal_weight=0 121 89 362822 109 80 362713 271 247 214 56 68 48 362442 3748 1706 2042 87 1955 358694 75 158 86 358619 181243 177376 1620 internal_count=362943 121 89 362822 109 80 362713 271 247 214 56 68 48 362442 3748 1706 2042 87 1955 358694 75 158 86 358619 181243 177376 1620 cat_boundaries=0 7 13 cat_threshold=2475680 34400 135794961 0 4215808 1025 2 2425984 512 0 0 5120 1 is_linear=0 shrinkage=0.01 Tree=335 num_leaves=41 num_cat=10 split_feature=25 2 3 3 2 24 2 26 24 3 4 3 2 4 11 2 14 3 25 3 4 25 25 2 7 9 2 3 2 24 9 25 9 25 25 2 5 11 5 2 split_gain=6.36947e+06 2.68213e+08 1.51076e+08 4.20427e+07 1.37893e+08 4.59525e+06 5.1222e+06 4.37569e+06 5.95374e+06 4.04441e+06 3.98848e+06 4.60925e+06 3.7846e+06 3.14535e+06 3.24007e+06 2.3832e+06 4.26408e+06 9.30042e+06 3.26176e+06 4.30677e+06 2.84709e+06 2.57746e+06 2.08291e+06 1.8748e+06 1.55803e+06 1.28739e+06 1.23832e+06 1.77612e+06 881246 688204 2.04769e+06 1.06586e+07 1.10005e+06 964310 541848 532927 466842 463571 271498 145315 threshold=0 2593.0505000000003 2692.2960000000003 2692.2960000000003 2593.0505000000003 1 957.78375000000017 2022.5000000000002 2 1471.8415000000002 726.06900000000007 283.08325000000008 1254.2925000000002 2632.2792750000003 1022.9471520000001 249.90350000000004 1298.1175000000001 1471.8415000000002 3 387.47150000000005 1115.3337000000004 4 5 249.90350000000004 104.01000000000001 31.526179500000001 308.78840000000008 407.24088000000006 17.427500000000006 6 351.16025000000008 7 1279.0000000000002 8 9 11.926500000000003 419.26300000000009 184.19410000000002 350.27250000000004 77.094000000000008 decision_type=9 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 9 9 2 2 2 2 2 2 1 2 9 2 9 9 2 2 2 2 2 left_child=1 5 -3 13 12 6 7 8 22 10 26 -12 25 15 24 29 18 20 19 -17 -18 -20 -1 36 28 35 37 -28 -15 32 33 -32 34 -31 -2 -5 -9 -7 -34 -10 right_child=3 2 -4 4 -6 9 -8 23 39 -11 11 -13 -14 14 -16 16 17 -19 21 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 30 31 -33 38 -35 -36 -37 -38 -39 -40 -41 leaf_value=2.2718286755590729 0.033869497187546525 5.5644139026460202 42.662420153410544 0.26253866932608866 -26.803531628417968 -0.16356737709656383 4.7768070243086136 -0.12504357714253136 -0.14313567451435885 -3.6561501208218665 5.2386268773572207 -1.001580542087555 2.2515658646821977 -0.67062373518943785 -4.6884171796728067 0.9815373366706226 1.8244290759828357 7.5309038452148434 0.26717730182298166 5.8775422737815166 -2.2573286670684816 -0.23909784232705705 0.60103926044371392 2.1965482114383152 1.0314168029278517 -3.6111800059565793 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internal_weight=0 3697 44 359708 127 3653 1525 1497 726 2128 2095 49 102 359581 114 359467 5271 104 5167 120 79 5047 421 771 87 70 2046 104 55 354196 206887 999 147309 205888 147214 43 736 1942 95 305 internal_count=363405 3697 44 359708 127 3653 1525 1497 726 2128 2095 49 102 359581 114 359467 5271 104 5167 120 79 5047 421 771 87 70 2046 104 55 354196 206887 999 147309 205888 147214 43 736 1942 95 305 cat_boundaries=0 6 7 8 12 18 19 20 24 30 37 cat_threshold=1048576 0 0 0 2176 1024 327 7 0 0 16 262145 203785760 1082394188 67638016 1076953088 6295552 2147483650 1048576 2760 8388608 262144 0 1073741824 2684354564 151027716 2215646545 3225503264 33808 268959809 67649664 1073807616 269487268 108003408 21114881 1049122 2 is_linear=0 shrinkage=0.01 Tree=336 num_leaves=31 num_cat=5 split_feature=25 2 3 0 2 1 1 2 1 1 24 0 0 1 12 2 2 15 14 25 24 0 3 11 10 14 24 26 8 26 split_gain=6.24503e+06 2.62874e+08 1.4807e+08 4.44258e+07 1.24984e+08 2.78417e+07 7.53043e+06 5.37002e+06 3.19847e+06 4.3036e+06 3.05282e+06 8.2481e+06 4.94306e+06 2.67817e+06 2.65902e+06 4.02028e+06 2.31826e+06 4.68818e+06 5.64782e+06 3.32468e+06 2.92585e+06 2.23362e+06 891967 2.5203e+06 1.11926e+06 1.29158e+06 677079 557572 334262 1834.29 threshold=0 2593.0505000000003 2692.2960000000003 2773.7250000000004 2593.0505000000003 2779.5510000000008 1891.4572200000002 957.78375000000017 1461.4925000000003 959.97700000000009 1 412.47230000000008 1836.963 125.62000000000002 2813.3566500000006 187.69100000000003 249.90350000000004 1797.3406500000003 1151.8115000000003 2 3 988.99750000000006 1854.9329420000001 102.68980000000001 1797.2975000000001 28.867000000000004 4 2022.5000000000002 15.579750000000002 2022.5000000000002 decision_type=9 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 1 2 2 2 left_child=1 5 -3 14 6 8 7 13 9 10 11 -1 -12 29 16 28 22 19 -19 20 -18 -21 24 27 26 -26 -2 -24 -16 -5 right_child=3 2 -4 4 -6 -7 -8 -9 -10 -11 12 -13 -14 -15 15 -17 17 18 -20 21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.48712188438285481 -0.020314423819213671 5.5087696402413506 42.23579471753991 -0.29725590339073771 -26.379029919306436 11.883927709579469 -6.5692437744140628 3.8998623613516492 -2.8331600369905168 3.9200498350735371 -0.043520122554751961 6.7314017025990918 -5.0316556705236435 -4.2894190883636476 -0.89473808664083476 -4.9746537632412382 -0.077795189019556107 -0.12551247856833719 7.0399504852294923 -0.13326942433127945 0.5351190397046518 -2.3014137138152608 0.87298912320818223 -3.7742235962549846 1.8509007052219275 -0.71224436623709542 0.0077445698987501947 -0.89954483350117997 0.93354535567760466 -0.17728864393234253 leaf_weight=550 147225 21 23 26 24 20 23 24 38 29 2974 22 20 24 20 27 1128 22 22 1568 2523 49 35 24 66 28 206769 36 20 25 leaf_count=550 147225 21 23 26 24 20 23 24 38 29 2974 22 20 24 20 27 1128 22 22 1568 2523 49 35 24 66 28 206769 36 20 25 internal_value=0 0.409159 24.707 -0.00339629 -5.51849 0.117615 -1.41478 -0.217275 0.0528399 0.0833456 0.0521441 0.71479 -0.0765852 -1.53476 -0.00115698 -1.99313 -0.00078573 0.206571 3.45722 0.179421 0.34606 -0.197748 -0.00389565 -0.972741 -0.00363572 1.08741 -0.00392543 -0.0257605 0.0194036 -0.238448 internal_weight=0 3697 44 359708 146 3653 122 99 3633 3595 3566 572 2994 75 359562 67 359495 5312 44 5268 3651 1617 354183 95 354088 94 353994 71 40 51 internal_count=363405 3697 44 359708 146 3653 122 99 3633 3595 3566 572 2994 75 359562 67 359495 5312 44 5268 3651 1617 354183 95 354088 94 353994 71 40 51 cat_boundaries=0 6 7 13 14 15 cat_threshold=1048576 0 0 0 2176 1024 3 136676384 1082394180 67637520 1077149697 6311936 2147483650 2182 2760 is_linear=0 shrinkage=0.01 Tree=337 num_leaves=32 num_cat=6 split_feature=25 2 3 3 2 1 2 1 1 4 11 24 26 2 14 3 25 3 1 4 10 7 9 2 24 9 25 1 7 25 2 split_gain=6.12075e+06 2.57643e+08 1.45123e+08 4.08283e+07 1.33835e+08 2.72876e+07 3.68611e+06 3.13482e+06 4.21796e+06 3.03542e+06 3.13094e+06 2.99207e+06 3.91325e+06 2.30551e+06 4.18059e+06 9.12235e+06 3.19202e+06 4.22159e+06 3.66867e+06 2.76071e+06 1.5748e+06 1.55211e+06 1.25846e+06 867533 661188 2.0125e+06 1.04588e+07 1.6042e+06 1.89893e+06 946044 523240 threshold=0 2593.0505000000003 2692.2960000000003 2692.2960000000003 2593.0505000000003 2779.5510000000008 1254.2925000000002 1461.4925000000003 959.97700000000009 2632.2792750000003 1022.9471520000001 1 2022.5000000000002 249.90350000000004 1298.1175000000001 1471.8415000000002 2 387.47150000000005 2779.5510000000008 1115.3337000000004 1105.5920000000003 104.01000000000001 31.526179500000001 17.427500000000006 3 351.16025000000008 4 1891.4572200000002 2690.3565000000003 5 11.926500000000003 decision_type=9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 1 2 9 2 2 9 2 left_child=1 5 -3 9 6 7 22 8 11 13 21 12 -1 24 16 19 17 -15 -18 -16 -13 23 30 -11 27 29 -27 28 -2 -26 -5 right_child=3 2 -4 4 -6 -7 -8 -9 -10 10 -12 20 -14 14 15 -17 18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 -32 leaf_value=1.616559249742856 -0.020019794718721864 5.4536819748651419 41.813437957763675 0.26480256947604092 -26.407716101074222 11.765088169097901 2.221532289683819 -2.8048284339904788 3.880849416009311 -0.6636990454792977 -4.6076989802607784 -0.051860911930907784 -0.043065652905158631 0.96892631268014717 1.7977048734382348 7.4566029403686525 0.14880565239166341 5.8162748961015174 -3.1471610332937803 -2.221658899688721 -2.2485207939147949 1.0414492747932673 -3.5675007417466906 -3.2098574638366699 0.058473084809413205 3.1487274853010025 0.065118099499122561 -2.1020936138565474 3.0615294303894043 -0.0032367738271665948 -1.9420011520385743 leaf_weight=263 147252 21 23 22 25 20 32 38 29 32 27 2961 309 98 54 25 5013 22 34 25 33 32 27 23 28889 116 883 37 20 176999 21 leaf_count=263 147252 21 23 22 25 20 32 38 29 32 27 2961 309 98 54 25 5013 22 34 25 33 32 27 23 28889 116 883 37 20 176999 21 internal_value=0 0.405068 24.4599 -0.0033622 -5.67231 0.116438 -0.590097 0.0523115 0.0825121 -0.00136009 -1.63286 0.0516227 0.707642 -0.000842676 0.206758 2.19182 0.166803 1.71471 0.126351 0.525754 -0.0758194 -0.70964 -1.87541 -1.72846 -0.00393211 0.00759685 0.455345 -0.020123 -0.0196013 0.00542468 -0.812939 internal_weight=0 3697 44 359708 127 3653 102 3633 3595 359581 114 3566 572 359467 5271 104 5167 120 5047 79 2994 87 70 55 354196 206887 999 147309 147272 205888 43 internal_count=363405 3697 44 359708 127 3653 102 3633 3595 359581 114 3566 572 359467 5271 104 5167 120 5047 79 2994 87 70 55 354196 206887 999 147309 147272 205888 43 cat_boundaries=0 6 7 11 12 16 22 cat_threshold=1048576 0 0 0 2176 1024 3 0 0 16 262145 2760 8388608 262144 0 1073741824 2684354564 151552004 2215646545 3225503264 33808 268959809 is_linear=0 shrinkage=0.01 Tree=338 num_leaves=23 num_cat=1 split_feature=9 6 5 6 4 1 3 4 26 6 5 2 10 19 3 6 2 5 3 24 3 2 split_gain=5.58853e+06 4.35315e+07 1.21724e+07 7.95831e+06 3.66882e+07 1.10258e+07 2.80669e+07 1.12586e+07 9.80539e+06 6.10247e+06 3.20639e+06 2.29936e+06 2.92125e+06 4.52401e+06 2.02005e+06 1.01118e+06 1.1502e+06 1.07175e+06 1.8948e+06 973650 789918 74437.2 threshold=2724.2674800000009 2871.8940000000007 1287.5327000000002 2871.8940000000007 1876.5445000000002 2779.5510000000008 2692.2960000000003 14.450258500000002 2022.5000000000002 685.98275000000012 397.76814000000007 187.69100000000003 2855.9890500000006 1711.5412500000002 109.37530000000002 1118.3050000000001 131.45865000000003 2763.7525000000005 1854.9329420000001 0 1.2805000000000002 16.572500000000002 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 10 11 7 8 -7 -9 21 15 13 14 -13 17 19 18 -1 -17 -2 -5 right_child=1 -3 -4 4 -6 6 -8 9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=-0.004160950995522412 2.1571465034320436 11.763277240079992 -6.990833165305002 -0.42545434431596235 -12.533524267247744 7.0915791541651672 13.154550086801704 -5.0388383761319249 -1.0729448521137237 1.1928460756937664 3.4535927454630535 0.041995342172309484 3.6584346707661943 -4.1706328964233403 0.38253865901038148 1.1219963783831211 2.849202096348717 1.6324487087726594 -1.48012403981439 -0.10754518467259695 -0.10505223245331735 -1.2683881492614746 leaf_weight=355323 29 34 28 22 28 38 22 33 24 30 30 4355 24 24 2903 101 21 40 87 156 33 20 leaf_count=355323 29 34 28 22 28 38 22 33 24 30 30 4355 24 24 2903 101 21 40 87 156 33 20 internal_value=0 2.12338 -1.51836 7.22556e-05 -2.82059 0.000848909 2.739 0.905864 3.93112 -2.07137 0.956667 -0.000259825 0.17535 0.16387 0.178203 -0.00386653 0.599001 -0.00433803 -0.00452225 0.415133 0.953073 -0.826851 internal_weight=0 124 90 363281 100 363181 147 125 62 63 72 363034 7306 7282 7258 355728 278 355450 355410 257 62 42 internal_count=363405 124 90 363281 100 363181 147 125 62 63 72 363034 7306 7282 7258 355728 278 355450 355410 257 62 42 cat_boundaries=0 1 cat_threshold=2434 is_linear=0 shrinkage=0.01 Tree=339 num_leaves=26 num_cat=1 split_feature=9 6 5 6 4 1 5 0 6 5 11 2 0 10 18 0 7 11 4 9 24 4 4 8 2 split_gain=5.47732e+06 4.26652e+07 1.19301e+07 7.79994e+06 3.59581e+07 1.08063e+07 2.62392e+07 6.69003e+07 1.51328e+07 3.14258e+06 2.8503e+06 2.25359e+06 2.95963e+06 3.98185e+06 2.76706e+06 2.15399e+06 1.55167e+06 1.04171e+06 1.22423e+06 1.00872e+06 829879 616006 504501 221401 72955.9 threshold=2724.2674800000009 2871.8940000000007 1287.5327000000002 2871.8940000000007 1876.5445000000002 2779.5510000000008 14.489570000000002 1836.963 1118.3050000000001 397.76814000000007 233.45214000000001 187.69100000000003 21.738000000000003 2855.9890500000006 1658.6325000000004 54.605550000000008 2690.3565000000003 760.25000000000011 558.69700000000012 1889.5600000000002 0 12.473917500000001 480.16275000000002 199.02000000000004 16.572500000000002 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=3 2 21 5 9 11 7 15 10 24 -8 16 17 14 -14 -7 19 18 -13 20 -1 -2 -19 -21 -5 right_child=1 -3 -4 4 -6 6 8 -9 -10 -11 -12 12 13 -15 -16 -17 -18 22 -20 23 -22 -23 -24 -25 -26 leaf_value=-0.025507643285072976 2.0419331055028098 11.645644147536334 -6.9209247112274168 -0.42119980118491435 -12.408189085892268 3.3701438676227227 -6.7442689205038144 21.996203711373465 5.0911490315976353 3.419056823730469 -1.8371188440322876 -0.054336053822287414 0.36213951029616626 4.7059069460914245 -2.8504589603565358 -0.69459007799625394 1.8529758105807836 -0.68834282418955928 0.91761104266731841 -0.83453036958521065 0.0069102321434040747 0.038984980863683363 -2.5589378638494584 -2.2700289699009484 -1.2557041964530944 leaf_weight=118339 28 34 28 22 28 22 29 21 23 30 20 3235 3821 21 27 32 45 46 135 22 237301 34 21 21 20 leaf_count=118339 28 34 28 22 28 22 29 21 23 30 20 3235 3821 21 27 32 45 46 135 22 237301 34 21 21 20 internal_value=0 2.10214 -1.50318 7.18122e-05 -2.79238 0.0008407 2.71161 6.85115 -1.60041 0.9471 -4.74135 -0.000256948 0.173596 0.363297 0.339598 0.961413 -0.00382758 -0.039948 -0.0154005 -0.00406249 -0.00387732 0.943542 -1.27465 -1.53559 -0.818583 internal_weight=0 124 90 363281 100 363181 147 75 72 72 49 363034 7306 3869 3848 54 355728 3437 3370 355683 355640 62 67 43 42 internal_count=363405 124 90 363281 100 363181 147 75 72 72 49 363034 7306 3869 3848 54 355728 3437 3370 355683 355640 62 67 43 42 cat_boundaries=0 1 cat_threshold=2696 is_linear=0 shrinkage=0.01 Tree=340 num_leaves=26 num_cat=0 split_feature=12 3 3 12 5 1 6 5 9 1 7 15 17 0 0 0 0 15 1 1 9 5 8 15 2 split_gain=6.49244e+06 9.41892e+06 6.05359e+06 4.90413e+07 2.70057e+07 1.31645e+07 3.7529e+06 7.51696e+06 3.31286e+06 3.12904e+06 4.80961e+06 2.42614e+06 9.18633e+06 2.08769e+06 1.4529e+06 1.44131e+06 3.44524e+06 3.72415e+07 1.95078e+06 1.75496e+06 738067 526942 285348 140889 68297 threshold=2813.3566500000006 1278.9218000000003 2692.2960000000003 85.539750000000012 1874.1882800000003 262.36100000000005 1913.0125000000005 1874.1882800000003 1889.5600000000002 150.14700000000002 608.55210000000022 1797.3406500000003 1268.0600000000002 241.84230000000002 104.28351050000001 4.7635710000000016 4.9628675000000007 1.3154065000000004 72.814000000000021 2779.5510000000008 3.4050000000000007 1874.1882800000003 261.13200000000006 26.323000000000004 11.926500000000003 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 14 6 4 5 24 11 8 9 22 -11 15 13 20 23 19 17 -17 -18 21 -13 -1 -8 -2 -4 right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 16 18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.0092187850134486694 -0.91837318207323548 -6.8255415086185236 -1.359941382578441 12.162830799420675 -9.194403996159954 6.5125604989949402 -0.71995503364070768 5.4865394237306386 -3.2501992162068682 4.8939988818535438 -0.072353674448453462 1.6996023314707989 6.5540771424328845 -2.8611631302606493 1.5612284790039064 -0.053366727061491148 0.013564492992507324 14.307341288805008 0.18038664951568914 2.4093328110376993 -0.3921994953770791 -0.79209192553231889 0.62876188459850502 -2.1053407104015349 -2.1487169398432191 leaf_weight=316487 20 34 21 36 31 34 62 36 21 39 39 37 27 21 25 186 37486 20 8622 30 31 86 21 20 23 leaf_count=316487 20 34 21 36 31 34 62 36 21 39 39 37 27 21 25 186 37486 20 8622 30 31 86 21 20 23 internal_value=0 -2.56073 0.000485106 2.04333 -1.29889 1.83907 -0.000330344 1.31134 0.485477 0.972739 2.41082 -0.001118 1.44485 -0.105138 -0.329901 -0.00158018 0.0505245 1.34088 0.0447595 -0.00920227 0.745987 -0.00943146 -0.378713 -1.51186 -1.77226 internal_weight=0 99 363396 145 109 78 363251 218 182 161 78 363033 116 89 65 362917 46314 206 46108 316603 68 316573 83 40 44 internal_count=363495 99 363396 145 109 78 363251 218 182 161 78 363033 116 89 65 362917 46314 206 46108 316603 68 316573 83 40 44 is_linear=0 shrinkage=0.01 Tree=341 num_leaves=26 num_cat=2 split_feature=12 3 3 12 5 1 6 5 7 0 1 15 17 0 0 0 25 12 0 1 10 16 25 15 2 split_gain=6.36324e+06 9.23148e+06 5.93312e+06 4.80654e+07 2.64682e+07 1.29025e+07 3.67822e+06 7.36737e+06 3.04945e+06 4.62701e+06 2.50834e+06 2.37786e+06 9.00352e+06 2.04615e+06 1.42399e+06 1.41263e+06 4.26426e+06 3.38345e+07 4.73754e+06 1.72004e+06 1.17614e+06 723372 621708 138086 66937.8 threshold=2813.3566500000006 1278.9218000000003 2692.2960000000003 85.539750000000012 1874.1882800000003 262.36100000000005 1913.0125000000005 1874.1882800000003 1489.0961200000002 474.32500000000005 494.77402000000006 1797.3406500000003 1268.0600000000002 241.84230000000002 104.28351050000001 4.7635710000000016 0 122.81250000000001 2773.7250000000004 2779.5510000000008 459.91795000000008 283.34200000000004 1 26.323000000000004 11.926500000000003 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 left_child=2 14 6 4 5 24 11 8 9 20 -11 15 13 21 23 19 17 -17 -18 22 -8 -13 -1 -2 -4 right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 16 18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.035144341697580392 -0.90918947395682337 -6.7572858350417198 -1.3463420140956128 12.041202340986993 -9.1024598859971579 6.447435169780956 0.43626261753506129 5.4316741090350682 -2.6900449013710022 1.3691450682553379 6.1444037775559854 1.5249606576076775 6.4885364221643522 -2.8325515020461309 1.5456160980224609 0.45410867468214178 0.043961046479492526 13.686570109367372 -2.0529411332033298 2.3852394873301188 -2.1430611627752132 -0.61413903961181637 -0.013751486207982402 -2.0842873458862305 -2.1272297933827273 leaf_weight=28576 20 34 21 36 31 34 90 36 26 22 22 43 27 21 25 571 45615 20 108 30 22 25 287997 20 23 leaf_count=28576 20 34 21 36 31 34 90 36 26 22 22 43 27 21 25 571 45615 20 108 30 22 25 287997 20 23 internal_value=0 -2.53512 0.000480254 2.0229 -1.2859 1.82068 -0.000327041 1.29823 0.480622 1.00907 3.75677 -0.00110682 1.4304 -0.104087 -0.326602 -0.00156437 0.0500193 0.886901 0.0389995 -0.00911025 -0.0703903 0.738527 -0.00933715 -1.49674 -1.75453 internal_weight=0 99 363396 145 109 78 363251 218 182 156 44 363033 116 89 65 362917 46314 591 45723 316603 112 68 316573 40 44 internal_count=363495 99 363396 145 109 78 363251 218 182 156 44 363033 116 89 65 362917 46314 591 45723 316603 112 68 316573 40 44 cat_boundaries=0 6 12 cat_threshold=8388608 0 0 65536 641 8 2147483648 1075118100 276828672 106169856 272635904 1353740322 is_linear=0 shrinkage=0.01 Tree=342 num_leaves=39 num_cat=7 split_feature=12 6 1 25 2 0 1 2 22 24 2 12 2 6 5 25 7 0 1 26 0 25 9 5 8 2 24 2 0 0 0 13 25 0 12 1 6 25 split_gain=6.23661e+06 6.85842e+06 5.44077e+06 4.91562e+07 1.25584e+08 2.95159e+07 3.02739e+07 1.66473e+07 1.05089e+07 5.47949e+06 4.89071e+06 2.72907e+06 2.40857e+06 2.07355e+06 1.58594e+06 3.06814e+06 4.65877e+06 2.4059e+06 7.34161e+06 3.16716e+06 7.74276e+06 1.69123e+06 5.54423e+06 1.46264e+06 1.36394e+06 1.12396e+06 1.08665e+06 2.41308e+06 1.39786e+06 1.03362e+06 3.42729e+06 3.6619e+07 1.6075e+06 991256 981976 991919 659427 589587 threshold=2813.3566500000006 1295.575 860.12500000000011 0 2593.0505000000003 2773.7250000000004 2779.5510000000008 208.72700000000003 165.11825000000002 1 2593.0505000000003 875.1645000000002 1800.6974500000001 83.305235000000025 543.59225000000015 2 1489.0961200000002 1836.963 326.91650000000004 2022.5000000000002 2773.7250000000004 3 222.41800000000003 1874.1882800000003 64.130787000000012 1444.3300000000002 4 1092.7150000000004 1114.9175000000002 4.7635710000000016 4.9628675000000007 11.558000000000002 5 104.28351050000001 625.92500000000007 115.42960000000001 2871.8940000000007 6 decision_type=2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 9 left_child=2 33 14 4 7 8 -7 -4 9 11 -11 -5 -3 -9 17 16 21 29 19 20 -19 25 -23 26 -21 -16 27 -17 -28 36 31 -31 -32 -2 35 -25 37 -1 right_child=1 12 3 5 -6 6 -8 13 -10 10 -12 -13 -14 -15 15 23 -18 18 -20 24 -22 22 -24 34 -26 -27 28 -29 -30 30 32 -33 -34 -35 -36 -37 -38 -39 leaf_value=0.032818716268820138 -1.3951749122493409 -3.1566880760192872 6.5053534621161386 1.0612262605420559 27.078239147949223 -1.7320610921810835 -16.864633560180664 -4.9255228705406191 6.3330028911294605 -0.053172449484179103 -4.0424746644496921 4.2279818662007651 -8.0056248328799295 -0.64265494419978209 0.17199482580651382 0.25697345968368834 4.8323132102830071 -0.40470945978164674 4.2881507092430482 -1.3977130382711238 -6.7972480392456056 0.66171899722057315 4.9134257833581225 -1.2312059747045105 1.7518203659057616 2.3555699516296387 -0.12839773460539108 3.3345076149481314 -2.6073126904169719 -0.057308570285101189 0.234892713420502 14.186602042675018 0.018093553638060034 1.2591978788375855 -3.1126937866210938 1.1872965543920344 1.4263144525885583 -0.013712926514203758 leaf_weight=30092 34 20 37 293 25 39 20 20 29 775 32 30 21 26 413 452 28 40 21 44 36 159 38 74 20 25 436 27 24 185 3725 20 40631 24 20 22 32 285506 leaf_count=30092 34 20 37 293 25 39 20 20 29 775 32 30 21 26 413 452 28 40 21 44 36 159 38 74 20 25 436 27 24 185 3725 20 40631 24 20 22 32 285506 internal_value=0 -2.50977 0.000475458 0.639864 6.80029 0.0374796 -6.86175 1.51179 0.389015 0.23647 -0.208773 1.31465 -5.64029 -2.50477 -0.00186616 0.301243 0.827862 -0.00331125 -1.22547 -2.05252 -3.43275 0.664325 1.41026 -0.0371979 -0.413484 0.290007 0.0933193 0.421644 -0.252249 -0.00276496 0.0423194 1.33234 0.0363573 -0.296814 -1.09692 -0.676966 -0.00913002 -0.00927557 internal_weight=0 99 363396 1326 108 1218 59 83 1159 1130 807 323 41 46 362070 1718 663 360352 161 140 76 635 197 1055 64 438 939 479 460 360191 44561 205 44356 58 116 96 315630 315598 internal_count=363495 99 363396 1326 108 1218 59 83 1159 1130 807 323 41 46 362070 1718 663 360352 161 140 76 635 197 1055 64 438 939 479 460 360191 44561 205 44356 58 116 96 315630 315598 cat_boundaries=0 6 7 12 15 16 22 29 cat_threshold=1048576 0 0 0 0 1024 304 294912 1208222784 1048896 0 4096 32768 0 256 3633 49152 134283780 80 4194304 4195969 1122 2147483648 1091633236 276828672 108004864 4200448 1353740320 1 is_linear=0 shrinkage=0.01 Tree=343 num_leaves=27 num_cat=1 split_feature=12 14 3 12 5 4 6 5 9 0 7 15 17 0 2 0 25 10 0 10 9 5 9 10 9 4 split_gain=6.1125e+06 9.0584e+06 5.69758e+06 4.71026e+07 2.62414e+07 1.13013e+07 3.57845e+06 7.22987e+06 3.2309e+06 2.4891e+06 3.90573e+06 2.32252e+06 8.83746e+06 2.01659e+06 1.35746e+06 1.35633e+06 3.78784e+06 3.02109e+07 4.27238e+06 1.27911e+06 1.15804e+06 1.0167e+06 1.29124e+06 946040 712538 289239 threshold=2813.3566500000006 2857.2975000000001 2692.2960000000003 85.539750000000012 1874.1882800000003 970.01225000000011 1913.0125000000005 1874.1882800000003 1889.5600000000002 374.55537400000009 815.13625000000013 1797.3406500000003 1268.0600000000002 241.84230000000002 266.08684 4.7635710000000016 0 76.142499999999998 2773.7250000000004 1528.9670000000003 277.38965000000007 1874.1882800000003 2724.2674800000009 83.03100000000002 3.4050000000000007 54.939000000000007 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 19 6 4 5 14 11 8 9 20 -11 15 13 24 -4 21 17 -17 -18 23 -8 22 -1 -2 -13 -23 right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 16 18 -19 -20 -21 -22 25 -24 -25 -26 -27 leaf_value=-0.0087963015071110869 -1.3115490424577838 -8.1437024931474156 -1.5449941327383645 11.899803008238475 -9.0761411125429223 8.2821849136352537 -0.48364970763524379 5.3751961888207322 -3.2186125800723118 5.489588418006897 0.23400399131159627 1.6668756250433021 6.42493723127577 -2.815291798909505 1.6736317691802978 0.41197277777005636 0.044000804119873338 12.656969186692011 -1.9381615687127507 -2.7831207688649493 2.1938120880126952 -0.72836110655941189 2.4709570398784821 1.3609910612839919 -0.38843145308956029 -2.0077606868743896 leaf_weight=316491 27 22 38 36 31 20 84 36 21 26 31 37 27 21 20 497 45687 21 109 24 20 67 21 26 31 24 leaf_count=316491 27 22 38 36 31 20 84 36 21 26 31 37 27 21 20 497 45687 21 109 24 20 67 21 26 31 24 internal_value=0 -2.48467 0.000470778 1.98234 -1.29315 1.80008 -0.00032033 1.2805 0.470562 0.951758 2.63129 -0.00108946 1.41367 -0.106608 -0.435123 -0.00154166 0.0490036 0.891187 0.0392744 -0.867805 0.0312468 -0.00893563 -0.00863177 -0.000491633 0.729897 -1.06579 internal_weight=0 99 363396 145 109 78 363251 218 182 161 57 363033 116 89 58 362917 46314 518 45796 77 104 316603 316512 53 68 91 internal_count=363495 99 363396 145 109 78 363251 218 182 161 57 363033 116 89 58 362917 46314 518 45796 77 104 316603 316512 53 68 91 cat_boundaries=0 6 cat_threshold=8388608 0 0 0 128 8 is_linear=0 shrinkage=0.01 Tree=344 num_leaves=28 num_cat=0 split_feature=12 14 3 12 5 1 6 5 9 1 7 8 14 2 3 1 1 1 26 4 2 2 4 2 14 8 2 split_gain=5.99087e+06 8.87814e+06 5.5842e+06 4.61653e+07 2.57192e+07 1.24992e+07 3.50724e+06 7.086e+06 3.1666e+06 3.01552e+06 4.63286e+06 2.18137e+06 8.585e+06 1.78143e+06 8.77627e+06 5.35091e+06 4.4269e+06 2.04346e+06 1.04105e+07 1.58149e+06 3.16121e+06 2.12011e+06 1.5773e+06 1.06855e+06 845135 278198 70191.2 threshold=2813.3566500000006 2857.2975000000001 2692.2960000000003 85.539750000000012 1874.1882800000003 262.36100000000005 1913.0125000000005 1874.1882800000003 1889.5600000000002 150.14700000000002 608.55210000000022 998.8850000000001 1541.2800000000002 1800.6974500000001 974.18930000000012 677.74500000000012 1461.4925000000003 2779.5510000000008 2022.5000000000002 726.06900000000007 351.55365000000006 1092.7150000000004 480.16275000000002 579.4525000000001 194.39593150000005 261.13200000000006 11.926500000000003 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 23 6 4 5 26 11 8 9 25 -11 13 19 17 15 -15 -16 22 -19 20 -13 -21 -1 24 -2 -8 -4 right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 -12 12 -14 14 16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.0034651578932241222 1.4853539074503856 -8.0622658660195086 -1.3188170309293838 11.780805089208815 -8.985379977072439 6.3359456412932458 -0.7214100559296146 5.3214442650477087 -3.1864265114920483 4.7911190591714323 -0.083124189499096987 0.1196720926196589 5.1941459864064266 -0.75645830249058377 -2.236086375777786 3.3453625043233233 -8.075530136108398 5.6281428752225988 -2.256413032069351 -1.44798526454945 2.1006614319710506 1.1943270119753751 0.27048788771304666 -2.2193832385901251 -1.2893446309119463 0.6103037679763067 -2.1184564656796665 leaf_weight=359991 23 22 21 36 31 34 62 36 21 39 39 346 38 131 37 42 20 34 33 98 105 44 2114 33 21 21 23 leaf_count=359991 23 22 21 36 31 34 62 36 21 39 39 346 38 131 37 42 20 34 33 98 105 44 2114 33 21 21 23 internal_value=0 -2.45982 0.000466071 1.96252 -1.28022 1.78208 -0.000317126 1.2677 0.465856 0.942241 2.354 -0.00107856 0.586373 -0.00210141 -0.881898 0.239359 -4.28501 -0.00154269 1.7447 0.291103 0.580878 -0.629241 -0.0018658 -0.859127 0.161066 -0.38447 -1.73681 internal_weight=0 99 363396 145 109 78 363251 218 182 161 78 363033 631 362402 230 173 57 362172 67 593 451 142 362105 77 44 83 44 internal_count=363495 99 363396 145 109 78 363251 218 182 161 78 363033 631 362402 230 173 57 362172 67 593 451 142 362105 77 44 83 44 is_linear=0 shrinkage=0.01 Tree=345 num_leaves=22 num_cat=2 split_feature=17 4 9 6 8 6 3 13 4 5 5 4 25 24 13 2 3 14 4 4 11 split_gain=7.40885e+06 2.84723e+07 1.58603e+07 8.65675e+07 7.8703e+06 1.38785e+07 5.14737e+06 3.01821e+07 1.27347e+07 1.23111e+07 4.08093e+06 2.8377e+06 5.80802e+06 3.73933e+06 2.23641e+06 1.93936e+06 7.18728e+06 1.58678e+06 1.43369e+06 1.40282e+06 819154 threshold=2732.1750000000006 1291.5535000000002 2724.2674800000009 2871.8940000000007 2877.4750000000008 1520.8892800000003 2692.2960000000003 286.23400000000004 1291.5535000000002 299.80000000000007 834.63750000000016 480.16275000000002 0 1 250.65000000000003 2593.0505000000003 165.11725000000004 2857.2975000000001 2632.2792750000003 451.28900000000004 11.897500000000003 decision_type=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 4 10 6 19 11 8 9 -8 20 15 13 -13 -2 17 -17 -1 -14 -6 -4 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 12 18 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=-0.0034911756692798156 -0.97095492383708126 -13.286479988098145 2.7251537381047788 22.057420069376626 0.49662472222980703 -10.079965471540179 -0.11027945823836746 13.290272660255432 -4.9467991023593481 9.0086114654541021 -3.0091984317177221 1.4527065113153097 -0.10582396325474527 0.33841665011599026 3.6013104915618896 3.4771123755605595 -3.0464046160380049 2.2964453056653342 -1.8546555272048835 -2.3960715993245443 0.15699359540586119 leaf_weight=360707 23 20 23 21 38 21 57 20 36 20 38 520 1082 746 20 57 24 30 49 30 27 leaf_count=360707 23 20 23 21 38 21 57 20 36 20 38 520 1082 746 20 57 24 30 49 30 27 internal_value=0 -3.42913 0.000461488 3.81444 -0.000682378 -2.97404 4.59293e-05 1.96697 -0.0371546 2.25826 -0.539002 -0.000674308 0.34226 0.803901 1.15568 -0.0029525 1.54422 -0.00329991 -0.18 -0.779565 1.33835 internal_weight=0 63 363546 109 363437 89 363348 133 113 77 88 363215 2397 1266 43 360818 81 360737 1131 68 50 internal_count=363609 63 363546 109 363437 89 363348 133 113 77 88 363215 2397 1266 43 360818 81 360737 1131 68 50 cat_boundaries=0 6 7 cat_threshold=137413120 1074102784 1576976 2147811328 4199424 2147484674 2388 is_linear=0 shrinkage=0.01 Tree=346 num_leaves=23 num_cat=1 split_feature=16 14 9 6 8 3 3 13 4 7 6 1 11 8 2 0 4 24 2 8 7 4 split_gain=1.05691e+07 3.1068e+07 1.74557e+07 7.61121e+07 6.83227e+06 9.73246e+06 4.72074e+06 2.99916e+07 1.35153e+07 1.34487e+07 3.96984e+06 5.62105e+06 6.58996e+06 2.736e+06 2.35543e+06 2.15392e+06 1.80401e+06 3.00468e+06 2.58816e+06 873801 508126 27124.1 threshold=2836.7725000000005 1867.1242800000002 2724.2674800000009 2871.8940000000007 2877.4750000000008 974.18930000000012 2692.2960000000003 274.4500000000001 1291.5535000000002 111.36450000000001 1913.0125000000005 104.96200000000002 93.080750000000009 284.90550000000007 863.30000000000007 448.50050000000005 480.16275000000002 0 2593.0505000000003 393.02680000000004 22.195000000000004 15.582750000000003 decision_type=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 13 4 14 6 15 10 8 9 -8 16 20 -13 -2 19 21 18 -18 -1 -4 -12 -6 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.0035994042370714871 -1.6057537831783295 -14.049836516607375 0.083550431251525878 20.620749966014515 0.13980948075004246 -8.7478937203543534 -0.38605369302961562 13.171202337741851 -5.0706385906322584 8.8894610630382189 -0.032084747689669249 5.3451401381059123 0.59006655273898956 3.2904278539475942 -2.5526148469107492 -3.5982319869995116 -0.20810489946275021 0.54232871934235816 1.8419859943891825 2.6025698598225908 -1.701613223736103 0.64334804248809818 leaf_weight=360618 25 21 40 22 23 21 54 20 37 22 61 55 62 21 28 20 824 1492 76 21 26 20 leaf_count=360618 25 21 40 22 23 21 54 20 37 22 61 55 62 21 28 20 824 1492 76 21 26 20 internal_value=0 -3.97151 0.000601004 3.96558 -0.00060999 -2.85224 4.92604e-05 1.8837 -0.114092 2.29896 -0.000640485 1.39396 2.82536 0.62946 -0.15143 -0.887017 -0.00142421 0.276778 -0.00321053 0.950754 -0.531024 0.374013 internal_weight=0 67 363542 111 363431 84 363347 133 113 76 363214 204 117 46 89 63 363010 2316 360694 61 87 43 internal_count=363609 67 363542 111 363431 84 363347 133 113 76 363214 204 117 46 89 63 363010 2316 360694 61 87 43 cat_boundaries=0 1 cat_threshold=650 is_linear=0 shrinkage=0.01 Tree=347 num_leaves=30 num_cat=3 split_feature=16 10 3 12 2 6 6 21 2 6 2 13 3 26 2 25 2 2 0 2 3 10 12 25 0 24 9 3 26 split_gain=1.03588e+07 2.47639e+07 1.71127e+07 7.84813e+07 1.35283e+08 2.00956e+07 3.03653e+06 6.67215e+06 2.66695e+06 2.4918e+06 2.32744e+06 4.5001e+06 2.37634e+06 2.00839e+06 1.60369e+06 7.54809e+06 7.38832e+07 2.58344e+06 1.62919e+06 3.3526e+06 1.58122e+06 819694 1.00256e+06 796179 991675 718489 628239 1.02099e+06 917213 threshold=2836.7725000000005 983.00100000000009 2692.2960000000003 85.539750000000012 1800.6974500000001 1913.0125000000005 1913.0125000000005 119.62250000000002 1444.3300000000002 6.7040000000000006 621.21800000000007 683.01949999999999 870.71080000000018 2022.5000000000002 26.254000000000001 0 28.908049999999999 1444.3300000000002 2773.7250000000004 957.78375000000017 103.52400000000002 1797.2975000000001 26.254000000000001 1 1114.9175000000002 2 52.469311500000011 174.3837 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 9 2 1 2 2 2 left_child=2 -2 6 5 -5 8 14 10 9 13 26 12 -12 -4 21 16 -16 -18 20 -20 -17 23 -23 24 -1 -25 28 -28 -8 right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 -13 -14 -15 15 18 17 -19 19 -21 -22 22 -24 25 -26 -27 27 -29 -30 leaf_value=0.27729837854826672 1.8813677171979633 -10.289949533790351 3.1319252483661359 -0.18693049077476775 33.865504119873052 -8.9000319759662325 1.5009807510375976 6.6695298347473146 3.751368707510141 -2.8796911221458799 1.271629805388274 -1.708180567820867 5.3295725250244139 -0.97339369427074096 19.272738361033525 0.014036349080727609 0.17026471732465853 3.2300810317993167 -4.7971880239532103 0.41242528971036274 0.20417427128264265 1.9666131028069389 -0.53101470718383792 0.016189512518767397 -1.7335952136993407 -0.017221595105261906 0.29229420979817705 -2.8647341375350952 -0.60971399402618409 leaf_weight=1288 35 32 26 28 20 26 35 20 26 21 27 24 31 22 22 19626 344 30 21 30 5628 45 25 86754 25 249307 21 20 50 leaf_count=1288 35 32 26 28 20 26 35 20 26 21 27 24 31 22 22 19626 344 30 21 30 5628 45 25 86754 25 249307 21 20 50 internal_value=0 -3.9318 0.000595086 3.18197 14.0016 -1.11011 -0.000884529 1.15279 1.02187 -0.0066394 0.622339 1.93359 3.44053 1.25032 -0.00160886 0.074537 1.42728 0.415705 0.052783 -1.73271 0.0564097 -0.00740842 1.0746 -0.00763292 0.237204 -0.00859631 -0.231015 -1.24772 0.259396 internal_weight=0 67 363542 169 48 121 363373 228 95 69 208 82 58 48 363145 25701 396 374 25305 51 25254 337444 70 337374 1313 336061 126 41 85 internal_count=363609 67 363542 169 48 121 363373 228 95 69 208 82 58 48 363145 25701 396 374 25305 51 25254 337444 70 337374 1313 336061 126 41 85 cat_boundaries=0 6 12 13 cat_threshold=2155872256 0 0 0 128 1056 0 0 0 4194304 2176 8 7 is_linear=0 shrinkage=0.01 Tree=348 num_leaves=21 num_cat=1 split_feature=16 14 9 6 8 0 10 15 4 13 26 8 2 6 2 25 0 12 8 10 split_gain=1.01526e+07 3.01332e+07 1.68595e+07 7.42865e+07 6.70916e+06 8.86967e+06 4.07757e+06 9.57109e+06 5.46256e+06 4.65796e+07 1.3174e+07 2.72974e+06 2.39665e+06 1.9483e+06 1.86753e+06 7.784e+06 1.2842e+06 970658 360571 54417.4 threshold=2836.7725000000005 1867.1242800000002 2724.2674800000009 2871.8940000000007 2877.4750000000008 448.50050000000005 2855.9890500000006 307.61318750000004 2632.2792750000003 85.365000000000009 2022.5000000000002 284.90550000000007 863.30000000000007 571.28500000000008 621.21800000000007 0 2773.7250000000004 360.88150000000002 22.577500000000004 7.283500000000001 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 11 4 12 6 19 8 13 14 10 -10 -2 17 -8 16 -16 -1 18 -4 -6 right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=-0.0030206089477614628 -1.5939043258666994 -13.818030755179269 0.97588126682099841 20.351482856056908 -0.24908086336576024 -6.4887876768369939 -1.9731387275695802 8.0606626365298322 2.0906089445260854 16.069390504539012 -5.3842267716897503 3.2966685095287507 -2.5921682957240511 2.1585488619123185 1.6827598362179366 0.0087692004070412111 1.2641018498539924 2.7478416366577147 -0.90024726009368894 0.4353374671936035 leaf_weight=361219 25 21 21 22 26 37 25 21 65 20 37 21 28 21 330 1529 80 20 20 21 leaf_count=361219 25 21 21 22 26 37 25 21 65 20 37 21 28 21 330 1529 80 20 20 21 internal_value=0 -3.89248 0.000589134 3.89727 -0.000601001 -2.82642 5.22831e-05 2.46679 -0.000402659 2.11525 -0.620851 0.638748 -0.17006 -0.0869335 -0.0011134 0.315026 -0.00274004 0.941728 0.0606966 0.0567231 internal_weight=0 67 363542 111 363431 84 363347 67 363280 122 102 46 89 46 363158 1859 361299 61 41 47 internal_count=363609 67 363542 111 363431 84 363347 67 363280 122 102 46 89 46 363158 1859 361299 61 41 47 cat_boundaries=0 4 cat_threshold=2148548608 134218752 272 1048576 is_linear=0 shrinkage=0.01 Tree=349 num_leaves=29 num_cat=3 split_feature=16 10 3 12 2 6 6 21 2 6 2 8 13 26 2 25 2 2 0 2 3 10 12 25 0 24 8 26 split_gain=9.95061e+06 2.40072e+07 1.65826e+07 7.66925e+07 1.32402e+08 1.98045e+07 2.90973e+06 6.52598e+06 2.5991e+06 2.44898e+06 2.26331e+06 4.7237e+06 4.695e+06 1.96713e+06 1.56236e+06 7.39176e+06 7.24102e+07 2.51399e+06 1.60591e+06 3.27515e+06 1.54088e+06 803131 985730 780560 973488 704180 662352 1.0674e+06 threshold=2836.7725000000005 983.00100000000009 2692.2960000000003 85.539750000000012 1800.6974500000001 1913.0125000000005 1913.0125000000005 119.62250000000002 1444.3300000000002 6.7040000000000006 621.21800000000007 274.88700000000011 214.69980000000001 2022.5000000000002 26.254000000000001 0 28.908049999999999 1444.3300000000002 2773.7250000000004 957.78375000000017 103.52400000000002 1797.2975000000001 26.254000000000001 1 1114.9175000000002 2 998.8850000000001 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 9 2 1 2 2 left_child=2 -2 6 5 -5 8 14 10 9 13 26 -12 -13 -4 21 16 -16 -18 20 -20 -17 23 -23 24 -1 -25 27 -8 right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 12 -14 -15 15 18 17 -19 19 -21 -22 22 -24 25 -26 -27 -28 -29 leaf_value=0.27461912823389778 1.8701078793661936 -10.11381351351738 3.0988384775015025 -0.2087514783016273 33.479201385498044 -8.8438762518075791 1.3074511931663335 6.5844339027404786 3.7004524025550256 -2.8577078392392115 5.987533238728842 3.1297128582000733 -2.4256031065973742 -0.96409066351977257 19.078889243819496 0.013820186325270354 0.16866009517962677 3.1870680936177571 -4.7495143274253326 0.39957660580674803 0.20151679380385798 1.9482090865241157 -0.52836737213134766 0.016055453858018851 -1.7177496274948121 -0.017021269532625748 -1.7719771708612857 -0.75684445492426544 leaf_weight=1288 35 32 26 28 20 26 43 20 26 21 21 32 29 22 22 19626 344 30 21 30 5628 45 25 86754 25 249307 23 60 leaf_count=1288 35 32 26 28 20 26 43 20 26 21 21 32 29 22 22 19626 344 30 21 30 5628 45 25 86754 25 249307 23 60 internal_value=0 -3.85356 0.000583708 3.1323 13.8279 -1.11059 -0.00087281 1.12846 1.00589 -0.00945013 0.60385 1.89691 0.488661 1.23666 -0.00158186 0.0735763 1.41223 0.410778 0.0520489 -1.72064 0.0556495 -0.00730619 1.06372 -0.00752841 0.234895 -0.0084823 -0.237665 0.104949 internal_weight=0 67 363542 169 48 121 363373 228 95 69 208 82 61 48 363145 25701 396 374 25305 51 25254 337444 70 337374 1313 336061 126 103 internal_count=363609 67 363542 169 48 121 363373 228 95 69 208 82 61 48 363145 25701 396 374 25305 51 25254 337444 70 337374 1313 336061 126 103 cat_boundaries=0 6 12 13 cat_threshold=2155872256 0 0 0 128 1056 0 0 0 4194304 2176 8 7 is_linear=0 shrinkage=0.01 Tree=350 num_leaves=39 num_cat=5 split_feature=3 12 13 5 4 1 3 0 24 25 26 24 0 2 5 2 2 4 2 26 8 3 1 2 2 3 13 1 25 10 5 25 3 26 5 10 0 26 split_gain=9.06459e+06 4.1039e+07 1.19822e+08 1.28726e+07 1.01809e+07 4.87576e+06 1.058e+07 3.00309e+06 4.25128e+06 4.1502e+06 4.6977e+06 9.11938e+06 4.48976e+06 3.98294e+06 2.64627e+06 2.57492e+06 2.39808e+06 1.80319e+06 1.61678e+06 1.3073e+06 1.0955e+06 831796 3.58406e+06 6.7949e+06 1.22646e+07 2.11252e+06 3.95892e+07 1.01307e+06 943580 857294 1.94332e+06 775525 768430 763039 455920 408279 219303 19940.6 threshold=2692.2960000000003 41.70600000000001 683.01949999999999 1874.1882800000003 1115.3337000000004 2779.5510000000008 1107.1660000000004 203.3065 0 1 2022.5000000000002 2 1836.963 2593.0505000000003 1121.68056 484.73415000000006 1444.3300000000002 861.89750000000015 1092.7150000000004 2022.5000000000002 759.5725000000001 14.222000000000001 1256.4300000000001 122.75355000000002 621.21800000000007 14.733500000000003 47.39500000000001 860.12500000000011 3 1274.5290000000002 299.80000000000007 4 745.12500000000011 2022.5000000000002 7.2831999999999999 130.17000000000002 101.10900000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 1 9 2 1 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 3 -3 4 34 7 15 21 14 10 11 -10 18 -12 20 19 -8 -17 -11 -7 32 27 25 -24 -25 26 -23 29 -27 31 -31 -1 -9 -14 37 36 -29 -2 right_child=1 2 -4 -5 -6 6 16 8 9 12 13 -13 33 -15 -16 17 -18 -19 -20 -21 -22 22 23 24 -26 28 -28 35 -30 30 -32 -33 -34 -35 -36 -37 -38 -39 leaf_value=0.10808732828474767 -0.15337688627697174 27.523051237626511 -2.427929761690252 -6.4602384030818945 6.8374883825128734 -3.020378067581742 -3.5912915663285689 -0.40494827651942417 2.1439357456428461 0.012089490499166067 0.18365650592715679 0.47349626130411454 -3.5520005260814322 -3.7566616894648628 -3.1587978857916754 4.0130196151733397 -8.2604149593006486 -0.13575213692405008 1.7924679007897009 -0.053331556320190432 1.8951252517700194 0.0059834268433942321 -0.90145980370672119 10.602190162181856 -0.21774214760823682 0.10112729551487394 14.128878015407494 -0.59246616614318637 -0.017699983383512505 0.30828961987867426 3.6391825218200684 -0.0098715963596250952 -2.0720187022768219 -1.5404290886358782 -2.0819794858932492 0.55935880978902186 -1.675239778995514 -0.59457741403579711 leaf_weight=5662 21 22 34 32 22 27 22 594 405 2670 1923 1639 33 26 37 20 22 22 52 33 20 362 38 20 22 11558 21 289 15822 141 20 321488 29 44 25 30 20 20 leaf_count=5662 21 22 34 32 22 27 22 594 405 2670 1923 1639 33 26 37 20 22 22 52 33 20 362 38 20 22 11558 21 289 15822 141 20 321488 29 44 25 30 20 20 internal_value=0 2.26984 9.33853 -1.02887 0.946168 -0.000139605 -1.82722 0.000595324 0.198999 0.274407 0.481146 0.817284 -0.0211846 0.131092 -0.550146 -0.0591794 -5.92585 1.83985 0.0461011 -1.3885 -0.408593 -0.00357486 0.0488986 2.16248 4.93461 0.0428083 0.780346 -0.00803394 0.0324914 -0.00746805 0.722065 -0.00782707 -0.482549 -2.40253 -1.01761 -0.554415 -0.662549 -0.368597 internal_weight=0 176 56 120 88 363111 146 362965 7472 6792 3993 2044 2799 1949 680 102 44 42 2722 60 643 355493 27843 80 42 27763 383 327650 27380 327311 161 327150 623 77 66 339 309 41 internal_count=363287 176 56 120 88 363111 146 362965 7472 6792 3993 2044 2799 1949 680 102 44 42 2722 60 643 355493 27843 80 42 27763 383 327650 27380 327311 161 327150 623 77 66 339 309 41 cat_boundaries=0 1 8 9 15 21 cat_threshold=128 1163776 1216349760 67113232 1078263808 6295552 1545 2 6 136643076 134579236 135270421 100729345 6296832 641 2147483648 65540 0 4456480 2688 278926344 is_linear=0 shrinkage=0.01 Tree=351 num_leaves=37 num_cat=5 split_feature=3 12 13 9 1 1 3 0 24 25 26 24 0 9 5 4 0 6 4 5 8 4 7 1 5 25 7 25 1 4 3 1 8 26 10 26 split_gain=8.8842e+06 4.02223e+07 1.17437e+08 1.58609e+07 1.74948e+07 4.77873e+06 1.03694e+07 2.94436e+06 4.16707e+06 4.06868e+06 4.60595e+06 8.94322e+06 4.40041e+06 3.68618e+06 2.59361e+06 2.31124e+06 3.6799e+06 3.67398e+06 2.18624e+06 1.94024e+06 1.0737e+06 985704 858930 4.86012e+06 6.48263e+06 4.56503e+06 4.0379e+07 1.08298e+06 1.00751e+06 1.03882e+06 960558 778814 759229 747855 662665 71892.4 threshold=2692.2960000000003 41.70600000000001 683.01949999999999 149.28375000000003 2779.5510000000008 2779.5510000000008 1107.1660000000004 203.3065 0 1 2022.5000000000002 2 1836.963 679.93910000000005 1121.68056 14.450258500000002 286.09000000000009 685.98275000000012 1517.5820000000001 511.91625000000005 759.5725000000001 1115.3337000000004 27.905000000000005 1461.4925000000003 257.09250000000003 3 32.999700000000011 4 1461.4925000000003 2632.2792750000003 52.775000000000013 22.341000000000005 284.90550000000007 2022.5000000000002 1528.9670000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 1 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 19 7 15 22 14 10 11 -10 21 -12 20 16 -7 -17 -8 31 32 -11 28 25 -25 26 -24 -27 29 34 35 -2 -9 -14 -1 -30 right_child=1 2 -4 -5 -6 6 18 8 9 12 13 -13 33 -15 -16 17 -18 -19 -20 -21 -22 -23 23 24 -26 27 -28 -29 30 -31 -32 -33 -34 -35 -36 -37 leaf_value=-0.0071337105907944088 -1.2636245015263559 27.247821313251148 -2.403650381354725 -7.9313366728562578 9.1917940979003898 -0.62238630458286825 -3.8317475525538129 -0.37915573465607194 2.1230129975453917 0.022697061323604165 -0.066920076683808324 0.46879001018701361 -3.5164805129080108 1.0912989513607543 -3.127209901551943 -4.199674559373122 4.7547416896820067 1.4240135992140999 -8.308411281585693 -3.8387877360257239 1.8761740493774415 1.6240047415708885 14.667119015625545 7.5727728488445285 -0.4787077159881592 0.21684989421398396 0.31225902599686245 -0.00060934409656966139 -0.78522594378544741 1.668785507743423 -2.9152953872680665 1.2519004545211792 -1.7141017636008886 -1.5250248384475709 0.82817377838335549 -0.25938459689800558 leaf_weight=338017 32 22 34 26 20 35 24 577 405 2683 1618 1639 33 331 37 26 20 21 20 22 20 39 21 20 20 2723 293 14143 52 37 20 20 46 44 95 52 leaf_count=338017 32 22 34 26 20 35 24 577 405 2683 1618 1639 33 331 37 26 20 21 20 22 20 39 21 20 20 2723 293 14143 52 37 20 20 46 44 95 52 internal_value=0 2.24715 9.24514 -1.01858 0.893453 -0.000137438 -1.80895 0.000590142 0.197044 0.271702 0.4764 0.809239 -0.0209728 0.129781 -0.544645 -0.0585876 1.33293 -1.68696 -5.86659 -1.34934 -0.404507 0.0456401 -0.00353906 0.0653548 3.54703 0.0572484 1.23303 0.0346069 -0.00704614 -0.00671566 -0.908271 -0.296115 -0.477723 -2.37851 -0.00689901 -0.522305 internal_weight=0 176 56 120 94 363111 146 362965 7472 6792 3993 2044 2799 1949 680 102 55 47 44 74 643 2722 355493 17220 40 17180 314 16866 338273 338149 124 52 623 77 338112 104 internal_count=363287 176 56 120 94 363111 146 362965 7472 6792 3993 2044 2799 1949 680 102 55 47 44 74 643 2722 355493 17220 40 17180 314 16866 338273 338149 124 52 623 77 338112 104 cat_boundaries=0 1 8 9 15 20 cat_threshold=128 1163776 1216349760 67113232 1078263808 6295552 1545 2 6 8390656 1048576 0 512 0 1024 2283864192 201359904 21 4456448 268456000 is_linear=0 shrinkage=0.01 Tree=352 num_leaves=37 num_cat=5 split_feature=3 4 10 8 10 4 5 1 3 0 24 25 26 24 0 2 5 2 2 4 2 26 8 7 1 5 25 7 25 1 4 3 3 26 10 26 split_gain=8.7074e+06 3.76617e+07 1.02486e+08 5.14732e+06 7.45489e+06 5.45984e+06 6.11909e+06 4.68364e+06 1.01631e+07 2.88677e+06 4.08453e+06 3.98876e+06 4.51599e+06 8.77045e+06 4.31284e+06 3.91506e+06 2.54199e+06 2.52828e+06 2.34209e+06 1.76025e+06 1.57882e+06 1.29183e+06 1.05233e+06 841867 4.7634e+06 6.35363e+06 4.47417e+06 3.95754e+07 1.06151e+06 987457 1.01814e+06 941443 750559 732972 649478 70461.7 threshold=2692.2960000000003 2632.2792750000003 152.20455000000001 1548.5050000000003 137.37570000000002 861.89750000000015 26.141250000000007 2779.5510000000008 1107.1660000000004 203.3065 0 1 2022.5000000000002 2 1836.963 2593.0505000000003 1121.68056 484.73415000000006 1444.3300000000002 861.89750000000015 1092.7150000000004 2022.5000000000002 759.5725000000001 27.905000000000005 1461.4925000000003 257.09250000000003 3 32.999700000000011 4 1461.4925000000003 2632.2792750000003 52.775000000000013 745.12500000000011 2022.5000000000002 1528.9670000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 1 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 left_child=7 3 -3 4 5 6 -2 9 17 23 16 12 13 -12 20 -14 22 21 -10 -19 -13 -9 32 29 26 -26 27 -25 -28 30 34 35 -11 -16 -1 -31 right_child=1 2 -4 -5 -6 -7 -8 8 18 10 11 14 15 -15 33 -17 -18 19 -20 -21 -22 -23 -24 24 25 -27 28 -29 -30 31 -32 -33 -34 -35 -36 -37 leaf_value=-0.0070623735703947282 -0.38790024385219668 24.876891167682153 -5.3131298914822667 -4.8987558440728627 5.076609372359056 3.2110430110584605 -7.1347536101341245 -2.9974237484402124 -3.5007823198491876 -0.39625323155010594 2.1022944347485004 0.011573695860328746 0.18059792570843403 0.46413053516221725 -3.4813157122062917 -3.7259989239619329 -3.0959378044025319 3.9708907928466797 -8.1150751356645063 -0.12818490461869675 1.7709288153281579 -0.047984370896310517 1.8574123287200928 14.520447373163133 7.4970449075698857 -0.47392063045501709 0.21468933088273531 0.30913644374840904 -0.00060325550745993293 -0.77737368822097785 1.6520976226394242 -2.8861423912048338 -2.0438243803484686 -1.5097745570269498 0.81989202363867508 -0.25679076634920561 leaf_weight=338017 41 23 22 22 26 22 20 27 22 594 405 2670 1923 1639 33 26 37 20 22 22 52 33 20 21 20 20 2723 293 14143 52 37 20 29 44 95 52 leaf_count=338017 41 23 22 22 26 22 20 27 22 594 405 2670 1923 1639 33 26 37 20 22 22 52 33 20 21 20 20 2723 293 14143 52 37 20 29 44 95 52 internal_value=0 2.22468 10.1173 -0.486541 0.403998 -1.05971 -2.59998 -0.00013529 -1.79086 0.000585014 0.195108 0.269023 0.471701 0.801274 -0.0207631 0.128483 -0.539198 -0.0580017 -5.80793 1.82376 0.0451837 -1.37523 -0.400462 -0.00350361 0.0647025 3.51156 0.0566772 1.2207 0.0342622 -0.00697568 -0.0066485 -0.899189 -0.472946 -2.35472 -0.00683002 -0.517082 internal_weight=0 176 45 131 109 83 61 363111 146 362965 7472 6792 3993 2044 2799 1949 680 102 44 42 2722 60 643 355493 17220 40 17180 314 16866 338273 338149 124 623 77 338112 104 internal_count=363287 176 45 131 109 83 61 363111 146 362965 7472 6792 3993 2044 2799 1949 680 102 44 42 2722 60 643 355493 17220 40 17180 314 16866 338273 338149 124 623 77 338112 104 cat_boundaries=0 1 8 9 15 20 cat_threshold=128 1163776 1216349760 67113232 1078263808 6295552 1545 2 6 8390656 1048576 0 512 0 1024 2283864192 201359904 21 4456448 268456000 is_linear=0 shrinkage=0.01 Tree=353 num_leaves=38 num_cat=6 split_feature=3 12 13 9 1 1 3 0 24 25 3 24 0 24 0 4 6 0 4 0 3 12 4 7 1 4 25 7 25 1 4 3 1 10 8 1 1 split_gain=8.53411e+06 3.97949e+07 1.14864e+08 1.55435e+07 1.6798e+07 4.59044e+06 9.96082e+06 2.83031e+06 4.00362e+06 3.91041e+06 4.30333e+06 4.80026e+06 4.22702e+06 3.49001e+06 2.42488e+06 2.27729e+06 3.61401e+06 3.58958e+06 2.13456e+06 1.29663e+06 1.05522e+06 1.05735e+06 960377 825142 4.66861e+06 5.10701e+06 4.38513e+06 3.87879e+07 1.04046e+06 967806 997883 922708 796362 663677 636832 591360 1708.98 threshold=2692.2960000000003 41.70600000000001 683.01949999999999 149.28375000000003 2779.5510000000008 2779.5510000000008 1107.1660000000004 203.3065 0 1 1107.1660000000004 2 1836.963 3 1501.0951200000002 14.450258500000002 685.98275000000012 286.09000000000009 1517.5820000000001 1501.0951200000002 446.99425000000002 543.33000000000004 1115.3337000000004 27.905000000000005 1461.4925000000003 251.29000000000005 4 32.999700000000011 5 1461.4925000000003 2632.2792750000003 52.775000000000013 240.95750000000001 23.922050000000002 1926.0125000000005 22.341000000000005 1891.4572200000002 decision_type=2 2 2 2 2 2 2 2 1 9 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 19 7 15 23 14 10 13 -12 22 -10 20 17 -17 -7 -8 35 21 -9 -11 29 26 -26 27 -25 -28 30 34 36 -22 -14 -1 -2 -31 right_child=1 2 -4 -5 -6 6 18 8 9 12 11 -13 33 -15 -16 16 -18 -19 -20 -21 32 -23 -24 24 25 -27 28 -29 -30 31 -32 -33 -34 -35 -36 -37 -38 leaf_value=-0.006931933007573267 -1.3478013335957246 26.967482917092063 -2.3573097285102396 -7.889132681626541 8.9783021545410158 -0.60732956368582591 -3.7391959778467818 -0.33700555526493681 0.97229121591492329 0.022085499613088679 3.2088566078169873 0.37722891764207317 -2.918342368732799 0.22273481597142678 -3.1051724360329764 -4.165913766714243 1.4116832297188895 4.7033964252471927 -8.1626335449218761 -3.525850023269653 0.094463267759843303 2.0037925844192506 1.6026866037417682 14.375243333180745 7.0496137714385991 -0.096720762252807624 0.21255029420338725 0.30604506721268743 -0.00059722666555813851 -0.54016295283181326 1.6355768621290054 -2.8572809829711914 -2.1626531291891027 -0.86325154477899735 1.0998045565531804 0.81924662590026853 -0.45374646831961235 leaf_weight=338060 34 22 34 26 20 35 24 549 784 2683 108 144 55 2957 35 26 21 20 20 20 22 20 39 21 20 20 2723 293 14143 70 37 20 54 22 52 20 34 leaf_count=338060 34 22 34 26 20 35 24 549 784 2683 108 144 55 2957 35 26 21 20 20 20 22 20 39 21 20 20 2723 293 14143 70 37 20 54 22 52 20 34 internal_value=0 2.20243 9.16314 -1.04591 0.846901 -0.000133172 -1.77295 0.00057993 0.193191 0.26637 0.467048 1.73309 -0.0205554 0.383013 -0.533806 -0.0574217 -1.6738 1.32384 -5.74985 -1.35077 -0.402551 -0.254728 0.0447319 -0.00346851 0.0640567 3.47645 0.0561117 1.20849 0.0339208 -0.00690592 -0.00658202 -0.890197 -1.50928 -2.33117 -0.00676172 -0.545191 -0.511911 internal_weight=0 176 56 120 94 363111 146 362965 7472 6792 3993 252 2799 3741 680 102 47 55 44 74 645 569 2722 355493 17220 40 17180 314 16866 338273 338149 124 76 77 338112 54 104 internal_count=363287 176 56 120 94 363111 146 362965 7472 6792 3993 252 2799 3741 680 102 47 55 44 74 645 569 2722 355493 17220 40 17180 314 16866 338273 338149 124 76 77 338112 54 104 cat_boundaries=0 1 8 9 10 16 21 cat_threshold=128 1163776 1216349760 67113232 1078263808 6295552 1545 2 2160 6 8390656 1048576 0 512 0 1024 2283864192 201359904 21 4456448 268456000 is_linear=0 shrinkage=0.01 Tree=354 num_leaves=34 num_cat=3 split_feature=3 12 13 9 1 1 4 3 2 0 8 8 0 4 25 0 2 11 12 0 7 1 4 25 7 25 1 4 3 10 1 26 26 split_gain=8.36427e+06 3.9003e+07 1.12578e+08 1.52342e+07 1.64637e+07 4.4991e+06 9.77738e+06 4.29131e+06 4.32208e+06 2.77581e+06 3.08831e+06 4.21941e+06 5.41614e+06 5.32009e+06 3.68542e+06 8.12002e+06 3.63547e+06 1.63688e+06 1.63671e+06 1.27227e+06 808750 4.5757e+06 5.00538e+06 4.29786e+06 3.8016e+07 1.02037e+06 948547 978025 904346 636013 631930 462960 69050.6 threshold=2692.2960000000003 41.70600000000001 683.01949999999999 149.28375000000003 2779.5510000000008 2779.5510000000008 2632.2792750000003 1107.1660000000004 957.78375000000017 203.3065 2877.4750000000008 1329.5732400000002 1114.9175000000002 1115.3337000000004 0 988.99750000000006 2593.0505000000003 32.871000000000002 32.13750000000001 988.99750000000006 27.905000000000005 1461.4925000000003 251.29000000000005 1 32.999700000000011 2 1461.4925000000003 2632.2792750000003 52.775000000000013 1528.9670000000003 6.454600000000001 2022.5000000000002 2022.5000000000002 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 9 2 9 2 2 2 2 2 2 2 left_child=5 3 -3 4 19 9 7 8 18 20 11 14 17 -14 15 -11 -16 -13 31 30 26 23 -23 24 -22 -25 27 29 32 -1 -2 -7 -28 right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12 12 13 -15 16 -17 -18 -19 -20 -21 21 22 -24 25 -26 -27 28 -29 -30 -31 -32 -33 -34 leaf_value=-0.0069240344372781017 -1.3559074193239213 26.697807006727569 -2.3337365164476283 -7.8102414659353405 8.888519409179688 -2.6807690633138019 -8.0688628859747027 -3.9916953423817958 3.9158242401123045 0.33254655689593576 -2.6905967369595092 2.1240894950402751 7.3109780094541348 1.0160999816894531 0.11721198809318929 3.136203405380249 -3.2615154123306276 -0.53375123985352058 1.4897179832458496 -3.3531415228410202 14.231491012573242 6.97911794090271 -0.095753596305847177 0.22027513289730064 0.30298462495868927 0.0011922496636949189 -0.76446421421491184 1.6192210567319716 -2.8287082099914551 0.81141292802911058 0.91002067279815679 -0.71659001302719116 -0.24912037445948673 leaf_weight=338017 32 22 34 26 20 30 21 30 25 503 37 37 29 25 6617 130 32 62 20 22 21 20 20 2485 293 14381 52 37 20 95 20 20 52 leaf_count=338017 32 22 34 26 20 30 21 30 25 503 37 37 29 25 6617 130 32 62 20 22 21 20 20 2485 293 14381 52 37 20 95 20 20 52 internal_value=0 2.1804 9.07151 -1.03545 0.838432 -0.000130464 -1.75522 -0.694526 0.346685 0.000575507 0.191323 0.205665 1.84915 4.39668 0.171134 0.894211 0.100799 0.459583 -0.928007 -1.33727 -0.00343376 0.0634174 3.44168 0.0555518 1.19641 0.0335828 -0.00683686 -0.0065162 -0.881295 -0.0066941 -0.484397 -1.8951 -0.506792 internal_weight=0 176 56 120 94 363111 146 125 95 362965 7472 7435 153 54 7282 633 6649 99 70 74 355493 17220 40 17180 314 16866 338273 338149 124 338112 52 50 104 internal_count=363287 176 56 120 94 363111 146 125 95 362965 7472 7435 153 54 7282 633 6649 99 70 74 355493 17220 40 17180 314 16866 338273 338149 124 338112 52 50 104 cat_boundaries=0 6 12 17 cat_threshold=1065472 0 67108880 65536 0 1032 8390656 1048576 0 512 0 1024 2283864192 201359904 21 4456448 268451904 is_linear=0 shrinkage=0.01 Tree=355 num_leaves=37 num_cat=2 split_feature=2 4 10 6 3 3 1 4 11 2 2 1 25 2 8 3 8 3 3 25 3 2 7 14 9 7 2 6 7 3 1 11 26 1 16 1 split_gain=9.51324e+06 3.11022e+07 6.91681e+07 1.32841e+07 9.30705e+06 6.35318e+06 4.9555e+06 4.07806e+06 6.57325e+06 2.54023e+06 4.5168e+06 2.39228e+06 7.39416e+06 1.06222e+07 5.42668e+06 4.50967e+06 2.90017e+06 1.85857e+06 1.57303e+06 3.59281e+06 3.82497e+06 3.37286e+06 2.16091e+06 1.96897e+06 2.26564e+06 1.0865e+06 1.02532e+06 890288 2.0246e+06 1.38517e+06 910739 764031 749110 717008 391804 286294 threshold=2593.0505000000003 2632.2792750000003 102.49080000000001 45.621000000000009 1854.9329420000001 974.18930000000012 733.23400000000015 2632.2792750000003 1022.9471520000001 1254.2925000000002 257.07623000000007 1891.4572200000002 0 1092.7150000000004 9.1315155000000008 103.52400000000002 903.726 283.08325000000008 207.97683100000003 1 2692.2960000000003 335.66350000000006 512.23350000000016 1012.3383000000001 1532.4010000000001 54.07800000000001 241.74800000000005 1118.3050000000001 1489.0961200000002 117.32300000000002 959.97700000000009 68.750000000000014 2022.5000000000002 1097.7209 190.45082400000004 23.981500000000004 decision_type=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 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 6 5 -5 32 11 9 10 35 18 16 14 15 -14 25 -16 27 20 22 -22 -20 24 -21 26 -13 30 29 -29 31 -1 -2 -32 -25 -9 right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12 12 13 -15 17 -17 -18 -19 19 23 21 -23 -24 34 -26 -27 -28 28 -30 -31 33 -33 -34 -35 -36 -37 leaf_value=-0.0061159919715575092 2.3870305275917052 20.71197205810547 -3.3172531459642496 -3.2885442677059689 -8.3791845104911111 3.4973874681646175 6.308659414563861 -0.40801635185877483 -6.2742718505859374 2.553740887641907 -4.9649093719482424 -2.7229211537043256 1.2152851672239708 8.0453117451844385 0.24980778818545132 6.0831961558415344 1.2911683076800722 -3.8649308231898716 0.22610053178659362 -0.11249930171082863 5.6102959141364463 0.46598234519958498 0.9399421922443435 -1.3231700664520265 2.7472717285156252 -3.7396623630523682 0.26584123264659537 0.11480057825295019 3.4463719745115799 2.6663165266617486 -1.1864811284467578 0.095101345163197987 -0.020600280761718749 -0.22715698005390816 -3.1759910329182941 1.0611890947251092 leaf_weight=347899 24 25 23 37 22 22 28 36 26 20 25 24 71 27 23 26 33 21 2924 2613 26 25 496 25 28 30 22 284 22 23 106 7621 28 294 21 21 leaf_count=347899 24 25 23 37 22 22 28 36 26 20 25 24 71 27 23 26 33 21 2924 2613 26 25 496 25 28 30 22 284 22 23 106 7621 28 294 21 21 internal_value=0 2.13292 9.19797 0.0265759 -2.82809 -0.758197 2.91693 -0.00118287 -1.7858 -0.641682 -1.42105 -0.000553036 0.928415 2.16997 1.1988 2.52009 -1.08473 -1.71404 -0.00126308 0.157199 0.369103 3.08857 0.329628 -0.117468 -0.0821799 -2.2591 -1.29351 -0.00400221 0.515954 0.305956 -0.00448284 -0.00394628 1.09061 -0.481378 -2.16902 0.13327 internal_weight=0 209 48 161 81 59 80 362812 128 102 82 362684 277 168 141 97 109 44 362407 6158 3471 51 3420 2687 2641 76 46 356249 329 307 355920 355520 52 400 46 57 internal_count=363021 209 48 161 81 59 80 362812 128 102 82 362684 277 168 141 97 109 44 362407 6158 3471 51 3420 2687 2641 76 46 356249 329 307 355920 355520 52 400 46 57 cat_boundaries=0 5 12 cat_threshold=32768 0 4096 1073741824 2097152 2410144 142607448 201855312 2148532224 6312960 1090 1 is_linear=0 shrinkage=0.01 Tree=356 num_leaves=38 num_cat=6 split_feature=2 24 3 6 1 1 4 1 3 1 24 3 7 3 2 10 8 3 3 25 3 2 24 14 9 2 10 1 7 6 7 3 1 24 24 16 3 split_gain=9.32393e+06 5.00488e+07 1.5641e+08 3.94099e+07 1.24342e+07 8.58181e+06 3.99691e+06 6.12693e+06 3.21446e+06 2.34468e+06 9.49171e+06 5.19825e+06 1.0959e+07 1.03236e+07 2.54234e+06 3.49633e+06 2.17163e+06 1.65774e+06 1.54172e+06 3.52132e+06 3.74885e+06 3.30574e+06 3.1772e+06 1.92978e+06 2.22056e+06 1.20991e+06 1.20679e+06 1.19622e+06 1.10916e+06 872571 1.98431e+06 1.35761e+06 892615 772881 732731 384007 28729.6 threshold=2593.0505000000003 0 2692.2960000000003 117.13140000000003 1097.7209 584.17800000000011 2632.2792750000003 1461.4925000000003 141.98700000000005 1891.4572200000002 1 1854.9329420000001 141.02750000000003 86.826000000000022 1092.7150000000004 73.254000000000019 112.56200000000001 45.126000000000005 207.97683100000003 2 2692.2960000000003 335.66350000000006 3 1012.3383000000001 1532.4010000000001 778.91025000000013 1105.5920000000003 2779.5510000000008 297.89014950000006 1118.3050000000001 1489.0961200000002 117.32300000000002 959.97700000000009 4 5 190.45082400000004 19.643625000000004 decision_type=2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 1 1 2 2 left_child=6 2 5 8 -5 -2 9 25 -3 18 14 12 13 -12 15 17 -7 -11 29 20 22 -22 -20 24 -21 28 -14 -9 36 32 31 -31 34 -34 -1 -25 -8 right_child=1 3 -4 4 -6 16 7 27 -10 10 11 -13 26 -15 -16 -17 -18 -19 19 23 21 -23 -24 35 -26 -27 -28 -29 -30 30 -32 -33 33 -35 -36 -37 -38 leaf_value=0.016342867153990165 -2.1982486934661867 1.1334572315216065 31.703531316121421 -3.2086743965148923 -12.558326146674879 6.5476858938307991 -0.30293898429870608 -3.2880221648443313 6.3090915513038635 -1.7531471535894605 1.7898593436807826 6.837017154693604 -3.7884442202250166 9.4040897893905644 1.3844717308191152 1.5113914146423342 1.9999155671255928 -4.8560968656250925 -0.66932315139351661 -0.11137430741235335 5.5541928665454563 0.46132255897521973 0.41799479503582088 -1.3099383600234986 2.7197990308489119 1.8924229402542114 -0.50593488784063434 -6.7052434806823724 -2.8827237596511841 0.11365258612053496 3.4119083504243335 2.6396534048992653 -1.1549507166958657 -0.17669936127044833 -0.014084169360684434 -3.1442311241513212 0.19254792300137605 leaf_weight=118915 40 24 21 25 33 21 25 21 24 36 69 24 24 24 26 20 21 33 286 2613 26 25 3134 25 28 20 21 20 20 284 22 23 109 291 236605 21 22 leaf_count=118915 40 24 21 25 33 21 25 21 24 36 69 24 24 24 26 20 21 33 286 2613 26 25 3134 25 28 20 21 20 20 284 22 23 109 291 236605 21 22 internal_value=0 2.1116 6.70216 -2.72431 -8.5283 1.1167 -0.00117104 -1.76794 3.72127 -0.000547505 0.919131 2.39383 1.79457 3.75482 -1.25712 -2.17007 4.2738 -3.23717 -0.00125045 0.155627 0.365412 3.05769 0.326332 -0.116294 -0.0813581 -0.266017 -2.25661 -4.95496 -0.910327 -0.00396219 0.510794 0.302897 -0.00443801 -0.476564 -0.00390681 -2.14733 -0.0710089 internal_weight=0 209 103 106 58 82 362812 128 48 362684 277 162 138 93 115 89 42 69 362407 6158 3471 51 3420 2687 2641 87 45 41 67 356249 329 307 355920 400 355520 46 47 internal_count=363021 209 103 106 58 82 362812 128 48 362684 277 162 138 93 115 89 42 69 362407 6158 3471 51 3420 2687 2641 87 45 41 67 356249 329 307 355920 400 355520 46 47 cat_boundaries=0 1 2 9 10 11 12 cat_threshold=2378 1105 2410144 142607448 201855312 2148532224 6312960 1090 1 128 136 23 is_linear=0 shrinkage=0.01 Tree=357 num_leaves=26 num_cat=1 split_feature=2 10 7 6 12 6 0 8 7 8 16 26 10 15 0 25 3 10 26 3 1 0 11 7 6 split_gain=9.13839e+06 2.65432e+07 1.40201e+08 3.11307e+07 1.70241e+07 9.1893e+06 5.55067e+06 3.18298e+06 4.5409e+06 4.16782e+06 4.4799e+06 3.22681e+06 2.55286e+06 1.31015e+07 2.15204e+06 5.04939e+06 6.76799e+06 3.33101e+06 1.8824e+06 1.50319e+06 9.48398e+06 1.37342e+06 960033 604699 542776 threshold=2593.0505000000003 102.49080000000001 46.839000000000006 14.46815 977.87575000000004 1295.575 1266.1895000000002 2877.4750000000008 987.73900000000015 1926.0125000000005 509.65625000000006 2022.5000000000002 2855.9890500000006 307.61318750000004 1501.0951200000002 0 642.60925000000009 144.40425000000002 2022.5000000000002 207.97683100000003 2779.5510000000008 69.141350000000017 68.750000000000014 19.130310000000005 6.3606000000000007 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=7 2 3 6 5 -3 18 9 24 12 11 -11 14 23 19 17 -17 -16 -2 22 -21 -13 -1 -14 -9 right_child=1 4 -4 -5 -6 -7 -8 8 -10 10 -12 21 13 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.0059644437339010526 2.0164436251322426 -1.7815404701232911 24.717271927424839 -11.786003164291383 2.5100784903306228 -10.930968596416973 6.0825632453918459 1.0776072174072266 -4.6976598701477057 5.4290250229113033 -1.584321179225527 -0.028330951559132546 -0.18626456260681154 7.9141174602508544 1.6253089884176093 -0.74969870741878242 -4.609115891707571 -1.5471064198535422 -1.7860543491529381 0.13084153883840968 6.5644762719195819 2.9992652843844509 0.10671568086204782 -2.4629141750335695 -1.1031608281816754 leaf_weight=348297 30 21 28 20 39 23 25 25 35 33 29 29 28 24 118 224 57 46 23 6043 23 31 7729 20 21 leaf_count=348297 30 21 28 20 39 23 25 25 35 33 29 29 28 24 118 224 57 46 23 6043 23 31 7729 20 21 internal_value=0 2.09048 4.98287 -0.65553 -2.30038 -6.5642 2.19844 -0.00115977 -1.98326 -0.000717152 1.84728 2.91735 -0.00133891 1.88146 -0.00171284 -0.696702 -1.4799 0.693216 0.366303 -0.000858715 0.155235 1.53593 -0.00351826 -1.13487 0.0820392 internal_weight=0 209 126 98 83 44 78 362812 81 362731 122 93 362609 72 362537 445 281 164 53 362092 6066 60 356026 48 46 internal_count=363021 209 126 98 83 44 78 362812 81 362731 122 93 362609 72 362537 445 281 164 53 362092 6066 60 356026 48 46 cat_boundaries=0 5 cat_threshold=32768 0 4096 1073741824 2097152 is_linear=0 shrinkage=0.01 Tree=358 num_leaves=26 num_cat=2 split_feature=2 24 7 6 9 0 1 8 6 8 16 26 10 15 0 24 10 1 0 6 5 0 10 7 7 split_gain=8.95654e+06 4.89261e+07 1.34536e+08 3.83548e+07 3.68707e+07 5.41385e+07 1.20945e+07 3.11964e+06 4.46555e+06 4.08488e+06 4.39075e+06 3.16259e+06 2.50206e+06 1.28407e+07 2.10921e+06 5.65548e+06 7.58811e+06 3.3983e+06 1.97561e+06 1.48328e+06 3.28498e+06 1.34609e+06 1.01349e+06 669976 592665 threshold=2593.0505000000003 0 1888.9124200000003 117.13140000000003 131.25510000000006 591.40200000000016 1097.7209 2877.4750000000008 1520.8892800000003 1926.0125000000005 509.65625000000006 2022.5000000000002 2855.9890500000006 307.61318750000004 1501.0951200000002 1 144.40425000000002 1891.4572200000002 688.40820000000008 1118.3050000000001 1874.1882800000003 69.141350000000017 123.51250000000002 710.08000000000004 19.130310000000005 decision_type=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 left_child=7 2 4 18 5 -2 -5 9 23 12 11 -11 14 24 19 16 -16 -17 -3 22 -21 -13 -1 -9 -14 right_child=1 3 -4 6 -6 -7 -8 8 -10 10 -12 21 13 -15 15 17 -18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.003870248699478258 -1.1543590450286865 1.7809050633357124 30.533166740417482 -3.1909281921386721 -7.4541306232583935 19.580238176345826 -12.412003284801138 0.26251815218674507 -5.8085473949258981 5.3747346406994438 -1.5684779667032178 -0.028047628731563173 -0.18440201963697159 7.8349762074152629 2.3552648431003682 -1.0273493076469882 -4.009070047088291 -4.1767397814530591 5.852578614841808 0.31816861249356865 3.4876016344342915 2.9692726196781281 0.12334302097091489 -1.9631189328148253 -2.4382849407196043 leaf_weight=355184 34 26 20 25 29 20 33 38 22 33 29 29 28 24 101 282 23 39 22 498 35 31 6375 21 20 leaf_count=355184 34 26 20 25 29 20 33 38 22 33 29 29 28 24 101 282 23 39 22 498 35 31 6375 21 20 internal_value=0 2.06957 6.60929 -2.70956 1.6408 6.52512 -8.4374 -0.00114817 -1.96343 -0.00070998 1.82881 2.88818 -0.00132552 1.86265 -0.00169571 -0.689735 1.08711 -1.36739 3.64709 -0.000850128 0.526293 1.52057 -0.00162723 -0.529658 -1.12352 internal_weight=0 209 103 106 83 54 58 362812 81 362731 122 93 362609 72 362537 445 124 321 48 362092 533 60 361559 59 48 internal_count=363021 209 103 106 83 54 58 362812 81 362731 122 93 362609 72 362537 445 124 321 48 362092 533 60 361559 59 48 cat_boundaries=0 1 2 cat_threshold=2378 70 is_linear=0 shrinkage=0.01 Tree=359 num_leaves=32 num_cat=3 split_feature=2 24 3 6 1 1 4 11 3 2 2 1 24 3 7 3 2 11 8 3 14 9 3 24 7 7 10 1 11 11 8 split_gain=8.7783e+06 4.79525e+07 1.51737e+08 3.75916e+07 1.18539e+07 8.10468e+06 3.89963e+06 6.3545e+06 3.08621e+06 2.48981e+06 4.39081e+06 2.29039e+06 9.28104e+06 5.05018e+06 1.07318e+07 1.00784e+07 2.51124e+06 4.07976e+06 1.89489e+06 1.62969e+06 1.50457e+06 5.17799e+06 1.31108e+06 2.70842e+06 2.88684e+06 1.45569e+06 1.16629e+06 876434 971616 788109 364067 threshold=2593.0505000000003 0 2692.2960000000003 117.13140000000003 1097.7209 584.17800000000011 2632.2792750000003 1022.9471520000001 141.98700000000005 1254.2925000000002 285.51000000000005 1891.4572200000002 1 1854.9329420000001 141.02750000000003 86.826000000000022 1092.7150000000004 241.39650000000003 112.56200000000001 45.126000000000005 2857.2975000000001 406.08214000000004 207.97683100000003 2 434.2050000000001 987.73900000000015 1105.5920000000003 959.97700000000009 611.34250000000009 68.750000000000014 42.484360000000002 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 1 2 2 2 2 2 2 2 left_child=6 2 5 8 -5 -2 11 9 -3 10 30 20 16 14 15 -14 17 19 -7 -13 22 -22 27 25 -25 -24 -16 29 -29 -1 -8 right_child=1 3 -4 4 -6 18 7 -9 -10 -11 -12 12 13 -15 26 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31 -32 leaf_value=-0.0056309280546475247 -2.1852947397232056 1.0749522272745768 31.162588384719122 -3.1590188907623293 -12.287883392247286 6.2283253061203734 -0.53212540350462267 -6.1594314032334552 6.1462836337089541 2.5421941595077517 -5.0991417801898464 -1.842834817423965 1.7748224168583966 6.7465987714131677 -3.7383871475855512 9.298107447624206 1.3824295466450545 1.4765473067242167 1.9802003242855981 -4.9855864131811893 -0.89419426409403491 5.6746669464111328 -0.33148158351528828 0.12997815369332391 0.79499081812368189 -2.9401877654682504 -0.51142718269711451 -0.34957002943601367 -2.5095630298961296 0.096742030196204476 1.1085225977216449 leaf_weight=348114 40 24 21 25 33 21 38 26 24 20 23 33 69 24 24 24 26 23 21 33 30 20 772 4590 761 22 21 390 22 7686 21 leaf_count=348114 40 24 21 25 33 21 38 26 24 20 23 33 69 24 24 24 26 23 21 33 30 20 772 4590 761 22 21 390 22 7686 21 internal_value=0 2.04888 6.5432 -2.68247 -8.35303 1.03619 -0.00113669 -1.74628 3.61062 -0.621355 -1.39295 -0.000520786 0.908449 2.36671 1.77649 3.71632 -1.24347 -2.15031 4.10426 -3.41421 -0.00121554 1.73335 -0.00145489 0.143369 0.224135 -0.398741 -2.23247 -0.00395323 -0.464909 -0.00341946 0.0518341 internal_weight=0 209 103 106 58 82 362812 128 48 102 82 362684 277 162 138 93 115 89 42 66 362407 50 362357 6145 5351 794 45 356212 412 355800 59 internal_count=363021 209 103 106 58 82 362812 128 48 102 82 362684 277 162 138 93 115 89 42 66 362407 50 362357 6145 5351 794 45 356212 412 355800 59 cat_boundaries=0 1 2 3 cat_threshold=2378 1105 136 is_linear=0 shrinkage=0.01 Tree=360 num_leaves=28 num_cat=2 split_feature=0 5 1 6 1 2 19 2 3 0 2 6 26 2 6 5 9 5 8 0 24 26 1 5 9 24 8 split_gain=1.02317e+07 4.35486e+07 7.7176e+07 2.0314e+07 2.37235e+07 7.2477e+06 4.84593e+06 6.78989e+06 3.69825e+06 1.44806e+07 1.67753e+07 1.05734e+07 4.37615e+06 2.16416e+06 4.34616e+06 9.84602e+06 2.86054e+06 2.8149e+06 3.92428e+06 1.48139e+06 3.37977e+06 3.00486e+06 2.05782e+06 948219 1.30438e+06 680243 63119.5 threshold=2773.7250000000004 54.004500000000007 1891.4572200000002 2871.8940000000007 1461.4925000000003 27.046500000000005 2191.9772225000002 621.21800000000007 2692.2960000000003 53.8705 22.573000000000004 1913.0125000000005 2022.5000000000002 383.89096000000006 1913.0125000000005 1874.1882800000003 981.55950000000007 2763.7525000000005 998.8850000000001 1114.9175000000002 0 2022.5000000000002 733.23400000000015 160.69600000000003 2724.2674800000009 1 89.224900000000005 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 1 2 left_child=6 2 5 4 -3 -2 8 26 13 10 -10 12 -11 19 17 16 -16 18 -15 23 21 -21 -22 25 -25 -1 -8 right_child=1 3 -4 -5 -6 -7 7 -9 9 11 -12 -13 -14 14 15 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 leaf_value=-0.02429866441469318 4.4866470922123298 0.19432455112194194 23.622982073697177 3.2213527640318262 -12.710414601734707 -2.3449546333154045 -0.19429705205171005 -7.5833703613281251 0.29001053443321817 4.9470998325347901 11.883880914052327 -7.1332905714852473 -1.2245036209954157 0.13380505648796517 2.1897664601802824 8.2361362955786976 -2.0709143597346085 -2.8081950144613943 1.6030779724294042 2.7463362011084191 -0.71947761225185802 -0.72334619601567585 -2.7757023022538529 0.1314772054913623 -2.3651835959298273 0.0051577508722450106 -0.95258542742047991 leaf_weight=117417 44 29 22 39 28 24 23 20 26 20 24 21 27 3128 40 22 26 31 193 52 278 48 59 5929 21 235870 21 leaf_count=117417 44 29 22 39 28 24 23 20 26 20 24 21 27 3128 40 22 26 31 193 52 278 48 59 5929 21 235870 21 internal_value=0 2.34525 7.34266 -2.33983 -6.14485 2.07549 -0.000754271 -2.7522 -0.000269478 1.76979 5.85507 -1.2341 1.40171 -0.000844687 0.248786 2.44252 0.511316 0.191194 0.219192 -0.00323221 -0.585108 0.982626 -1.04836 -0.00252438 0.122665 -0.0046328 -0.556207 internal_weight=0 186 90 96 57 68 363296 64 363232 118 50 68 47 363114 3440 88 66 3352 3321 359674 437 100 337 359237 5950 353287 44 internal_count=363482 186 90 96 57 68 363296 64 363232 118 50 68 47 363114 3440 88 66 3352 3321 359674 437 100 337 359237 5950 353287 44 cat_boundaries=0 1 2 cat_threshold=1282 2696 is_linear=0 shrinkage=0.01 Tree=361 num_leaves=28 num_cat=2 split_feature=3 12 11 9 26 6 5 6 5 9 4 13 9 11 1 2 25 2 1 26 2 5 25 3 3 16 5 split_gain=6.23865e+06 2.91985e+07 1.09819e+08 2.63044e+07 7.98624e+06 8.06316e+06 2.67918e+06 1.75915e+06 1.59497e+07 3.18402e+06 4.29095e+06 3.37897e+06 1.72828e+06 1.63358e+06 2.02898e+06 1.47545e+06 7.87917e+06 6.95625e+07 4.01715e+06 3.52899e+06 1.96513e+06 1.36233e+06 770125 598746 1.88137e+06 494972 449181 threshold=2692.2960000000003 41.70600000000001 912.26085000000012 149.28375000000003 2022.5000000000002 211.11000000000004 2763.7525000000005 1913.0125000000005 1874.1882800000003 887.33690000000013 190.45342500000004 35.816250000000004 1889.5600000000002 2995.7383125000001 15.915899999999999 26.254000000000001 0 29.401750000000003 2779.5510000000008 2022.5000000000002 2593.0505000000003 992.2919965000001 1 6.4374000000000011 802.00500000000011 1159.9970000000001 81.215350000000015 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 left_child=6 3 -3 4 5 -2 7 13 9 10 26 -12 23 15 -15 18 17 -17 22 -20 -18 -11 -1 -8 -25 -4 -9 right_child=1 2 25 -5 -6 -7 12 8 -10 21 11 -13 -14 14 -16 16 20 -19 19 -21 -22 -23 -24 24 -26 -27 -28 leaf_value=0.22890633735722488 1.264502794420397 26.689364393711088 -2.9652371070498509 -8.6199998832471447 -2.6581226187485916 9.1453747882843022 -1.985001710153395 -0.092727502476085313 9.4090717108249677 -0.63051003456115728 4.8105953953001235 -0.31589199948310853 -3.8761710906982421 0.24396117000579837 -3.7459885032360369 18.807725563482805 0.058198669408313426 0.41543053530606011 5.9711959430149628 0.41055641899108886 -1.2634876163448909 -3.782279221912225 -0.007217284729007567 2.090369523139227 -1.7616657960414888 -0.76708547210693356 -1.6676330538149233 leaf_weight=1377 37 20 21 33 26 20 31 55 20 32 36 20 25 25 26 22 25184 315 21 25 113 24 335874 21 32 20 27 leaf_count=1377 37 20 21 33 26 20 31 55 20 32 36 20 25 25 26 22 25184 315 21 25 113 24 335874 21 32 20 27 internal_value=0 1.87739 7.47829 -1.06791 1.93473 4.02972 -0.000472689 -2.24493e-06 0.906392 0.0298271 0.845924 2.97971 -1.56803 -0.00053662 -1.79013 -0.000285141 0.0728537 1.56954 -0.00584357 2.94911 0.0522741 -1.98127 -0.00624662 -0.881079 -0.235388 -1.89297 -0.611294 internal_weight=0 177 61 116 83 57 363305 363196 214 194 138 56 109 362982 51 362931 25634 337 337297 46 25297 56 337251 84 53 41 82 internal_count=363482 177 61 116 83 57 363305 363196 214 194 138 56 109 362982 51 362931 25634 337 337297 46 25297 56 337251 84 53 41 82 cat_boundaries=0 6 12 cat_threshold=2155872256 0 0 262144 128 32 0 0 0 4194304 2176 8392712 is_linear=0 shrinkage=0.01 Tree=362 num_leaves=30 num_cat=3 split_feature=0 5 1 6 1 2 19 2 6 5 0 9 4 5 5 2 25 9 25 12 2 15 1 26 25 1 1 7 7 split_gain=9.95693e+06 4.2602e+07 7.54311e+07 1.99394e+07 2.32571e+07 7.10382e+06 4.75655e+06 6.64747e+06 3.06108e+06 1.56356e+07 5.872e+07 4.43764e+06 5.60794e+06 4.88602e+06 3.07323e+06 1.43768e+06 4.45507e+06 4.00236e+07 3.60376e+06 2.47538e+06 1.90864e+06 1.90435e+06 1.61704e+06 841264 794071 1.61551e+06 673426 320394 194066 threshold=2773.7250000000004 54.004500000000007 1891.4572200000002 2871.8940000000007 1461.4925000000003 27.046500000000005 2191.9772225000002 621.21800000000007 1913.0125000000005 1874.1882800000003 746.42750000000012 887.33690000000013 190.45342500000004 611.84520000000009 992.2919965000001 27.046500000000005 0 176.8184 1 1922.9850000000004 778.91025000000013 1797.3406500000003 2779.5510000000008 2022.5000000000002 2 1891.4572200000002 1097.7209 14.95725 7.7340000000000009 decision_type=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 left_child=6 2 5 4 -3 -2 8 28 15 11 -11 12 27 -14 -13 22 17 18 -17 21 -21 -18 24 -24 26 -26 -1 -10 -8 right_child=1 3 -4 -5 -6 -7 7 -9 9 10 -12 14 13 -15 -16 16 19 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 leaf_value=0.18915315297984545 4.4361583170023833 0.1864377396682213 23.351566890369764 3.189346158932417 -12.590816067286902 -2.32729474067688 0.052396959861119585 -7.5069346656799318 -0.45771968114943734 19.071023002624511 -4.6040478836406367 -0.091243373107910156 6.1427874535527724 0.28630088678428106 -5.0017432559453523 -0.34465901746768363 0.055985766124153978 14.910191247940062 1.5528944592159915 -0.25856813655180089 -3.6893910217285155 2.4242586046106673 -3.3428880419049944 -0.67421609719594311 -0.0070184073249559067 -1.9683775989214578 1.8431212402343748 -1.9104863258600235 -1.2813728609085084 leaf_weight=1607 44 29 22 39 28 24 24 20 63 20 22 25 29 28 26 248 24806 20 156 34 31 34 21 27 335948 42 25 20 20 leaf_count=1607 44 29 22 39 28 24 24 20 63 20 22 25 29 28 26 248 24806 20 156 34 31 34 21 27 335948 42 25 20 20 internal_value=0 2.31354 7.25634 -2.32033 -6.09011 2.04906 -0.000746868 -2.7267 -0.000266566 1.14556 6.6698 -0.0691896 0.850794 3.26592 -2.59464 -0.00100205 0.0716612 1.07618 0.417966 0.0541058 -1.89481 0.0592274 -0.0064526 -1.84176 -0.00619167 -0.00726337 0.213183 -0.807784 -0.553862 internal_weight=0 186 90 96 57 68 363296 64 363232 233 42 191 140 57 51 362999 25329 424 404 24905 65 24840 337670 48 337622 335990 1632 83 44 internal_count=363482 186 90 96 57 68 363296 64 363232 233 42 191 140 57 51 362999 25329 424 404 24905 65 24840 337670 48 337622 335990 1632 83 44 cat_boundaries=0 6 7 13 cat_threshold=2155872256 0 0 278528 128 1056 8388608 0 0 0 4194304 2176 276828168 is_linear=0 shrinkage=0.01 Tree=363 num_leaves=27 num_cat=1 split_feature=0 5 1 6 1 2 19 2 6 18 2 1 0 2 2 12 12 4 2 1 9 24 0 0 7 0 split_gain=9.75879e+06 4.17542e+07 7.39301e+07 1.95427e+07 2.27943e+07 6.96245e+06 4.6619e+06 6.51518e+06 3.00016e+06 4.65321e+07 1.27107e+07 4.04393e+06 5.35878e+06 1.40924e+06 2.91217e+06 3.73031e+07 2.17581e+06 2.42912e+06 2.18384e+06 1.58486e+06 576585 544534 2.35497e+06 1.75206e+06 190204 72375.5 threshold=2773.7250000000004 54.004500000000007 1891.4572200000002 2871.8940000000007 1461.4925000000003 27.046500000000005 2191.9772225000002 621.21800000000007 1913.0125000000005 274.56205000000006 2593.0505000000003 104.96200000000002 591.40200000000016 27.046500000000005 27.535980000000006 69.871800000000022 1922.9850000000004 625.2833710000001 778.91025000000013 2779.5510000000008 311.97500000000002 0 1266.1895000000002 1114.9175000000002 7.7340000000000009 69.141350000000017 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 left_child=6 2 5 4 -3 -2 8 24 13 10 11 20 -13 19 15 25 17 -16 -18 21 -10 22 -1 -23 -8 -15 right_child=1 3 -4 -5 -6 -7 7 -9 9 -11 -12 12 -14 14 16 -17 18 -19 -20 -21 -22 23 -24 -25 -26 -27 leaf_value=0.01384614456515015 4.3917967133088549 0.18457342410909719 23.118051254966044 3.1574528405605218 -12.464907915932793 -2.30402182896932 0.051872974435488384 -7.4318652153015137 -0.50614791109942003 15.71798915553093 -7.2564121047310213 4.1330898443857835 -0.48484735975874232 0.016196625527549299 0.04574585994489274 14.241095678180457 -0.036101602978176543 0.55641074304579463 -3.6264709353446962 -1.823342431485653 -2.4345039062500002 -0.012849352161008258 1.7093173952800473 -0.93770856442102568 -1.2685591382980348 -0.57808763980865485 leaf_weight=86796 44 29 22 39 28 24 24 20 69 20 23 54 47 188 24061 20 36 969 32 48 20 250539 82 205 20 23 leaf_count=86796 44 29 22 39 28 24 24 20 69 20 23 54 47 188 24061 20 36 969 32 48 20 250539 82 205 20 23 internal_value=0 2.29041 7.18377 -2.29713 -6.02921 2.02857 -0.000739066 -2.69943 -0.000263568 1.13411 -0.235271 0.614657 1.98415 -0.000991692 0.0709494 1.18862 0.0606625 0.0655155 -1.72569 -0.00638807 -0.939486 -0.00612975 0.0154446 -0.0136049 -0.548323 -0.0485832 internal_weight=0 186 90 96 57 68 363296 64 363232 233 213 190 101 362999 25329 231 25098 25030 68 337670 89 337622 86878 250744 44 211 internal_count=363482 186 90 96 57 68 363296 64 363232 233 213 190 101 362999 25329 231 25098 25030 68 337670 89 337622 86878 250744 44 211 cat_boundaries=0 1 cat_threshold=7 is_linear=0 shrinkage=0.01 Tree=364 num_leaves=29 num_cat=5 split_feature=0 5 7 6 3 26 19 2 3 0 2 6 26 2 25 6 0 8 0 12 0 24 26 25 5 25 25 7 split_gain=9.56459e+06 4.09233e+07 1.92681e+07 2.79047e+07 1.20388e+07 1.32761e+07 4.56913e+06 6.38553e+06 3.58715e+06 1.41238e+07 1.63938e+07 1.01627e+07 4.31452e+06 2.07333e+06 4.43852e+06 6.69062e+06 6.7832e+06 4.47198e+06 3.91642e+06 4.19389e+06 1.45173e+06 3.29659e+06 2.94378e+06 2.07671e+06 911931 1.68181e+06 808571 186419 threshold=2773.7250000000004 54.004500000000007 137.82320000000001 2871.8940000000007 476.54200000000009 2022.5000000000002 2191.9772225000002 621.21800000000007 2692.2960000000003 53.8705 22.573000000000004 1913.0125000000005 2022.5000000000002 383.89096000000006 0 1913.0125000000005 635.67100000000016 998.8850000000001 1836.963 1922.9850000000004 1114.9175000000002 1 2022.5000000000002 2 160.69600000000003 3 4 7.7340000000000009 decision_type=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 9 2 left_child=6 4 -3 -4 5 -2 8 27 13 10 -10 12 -11 20 15 17 -17 -15 19 -16 24 22 -22 -23 26 -26 -1 -8 right_child=1 2 3 -5 -6 -7 7 -9 9 11 -12 -13 -14 14 18 16 -18 -19 -20 -21 21 23 -24 -25 25 -27 -28 -29 leaf_value=0.16451570421043221 8.6078990519324012 -10.490679846676912 -5.8083869850008112 6.4776326857672801 13.954263664245605 -0.33891309773480449 0.051354270378748582 -7.3575465660095212 0.27623459302462061 4.8807998237609871 11.73749282836914 -7.007110349564325 -1.2471909357000279 0.36561185579158206 -0.098930921415732662 8.3878836579756317 0.96774641079562052 2.4492464504585612 3.1295182447175725 -4.1443172264099122 2.7146220035507129 -2.184993519909614 -0.71961661537488297 -0.4623692966680058 0.48165645920464856 0.041896695851895836 -0.0058848647725041605 -1.2558735618591308 leaf_weight=2797 43 22 38 36 20 27 24 20 26 20 24 21 27 1430 1786 22 28 111 37 26 52 103 48 234 1049 4901 350490 20 leaf_count=2797 43 22 38 36 20 27 24 20 26 20 24 21 27 1430 1786 22 28 111 37 26 52 103 48 234 1049 4901 350490 20 internal_value=0 2.2675 -2.27416 0.168596 7.11194 5.15699 -0.000731676 -2.67244 -0.000260932 1.743 5.77764 -1.22364 1.36046 -0.000827435 0.243509 0.628558 4.23261 0.515698 -0.0907212 -0.156977 -0.00316432 -0.579185 0.969261 -1.03666 -0.00246361 0.120307 -0.0045313 -0.54284 internal_weight=0 186 96 74 90 70 363296 64 363232 118 50 68 47 363114 3440 1591 50 1541 1849 1812 359674 437 100 337 359237 5950 353287 44 internal_count=363482 186 96 74 90 70 363296 64 363232 118 50 68 47 363114 3440 1591 50 1541 1849 1812 359674 437 100 337 359237 5950 353287 44 cat_boundaries=0 7 8 12 18 24 cat_threshold=2351285248 263684 134218496 1310721 20480 1024 2 1282 1081344 0 0 1073741824 202376192 294912 76021760 2147483649 20544 9 0 0 0 4194336 4196480 276828168 is_linear=0 shrinkage=0.01 Tree=365 num_leaves=27 num_cat=2 split_feature=16 19 3 12 2 6 6 5 8 7 0 24 3 0 0 7 2 2 4 1 24 8 5 6 9 4 split_gain=7.29996e+06 1.24572e+07 1.11819e+07 8.54218e+07 1.02165e+08 2.67562e+07 2.73237e+06 2.49047e+06 2.15982e+06 2.97494e+06 2.36976e+06 9.89796e+06 8.82332e+06 7.62198e+06 2.59467e+06 4.34135e+06 3.36475e+06 1.65123e+06 1.0598e+06 4.13149e+06 2.01408e+06 1.86686e+06 1.08601e+06 981231 579909 41996.5 threshold=2836.7725000000005 26.146102500000008 2692.2960000000003 85.539750000000012 1444.3300000000002 1913.0125000000005 253.31100000000006 93.825125 2877.4750000000008 710.08000000000004 591.40200000000016 0 1854.9329420000001 2773.7250000000004 2773.7250000000004 322.90600000000012 2593.0505000000003 145.14425000000003 274.17100000000005 1891.4572200000002 1 1926.0125000000005 511.91625000000005 1118.3050000000001 15.156750000000001 34.29207250000001 decision_type=2 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 left_child=2 -2 8 5 -5 6 7 17 10 25 18 12 13 -12 16 -16 -13 -4 21 20 -20 23 -21 -1 -23 -10 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 11 14 -14 -15 15 -17 -18 -19 19 22 -22 24 -24 -25 -26 -27 leaf_value=-0.0063391215659214248 -7.6715062212221552 1.0174793416803534 -1.2800961130315609 -0.37055509437214246 30.4658604374386 -9.9437859109242748 -2.2136973133087161 4.8491003163655595 0.56366475296020513 -3.6222638135078626 0.6823422299906694 -0.24356275676670283 7.1914579076352325 4.1537973423565138 -3.8516530862040423 1.711052409172058 3.6193316839052283 2.5519821166992189 0.90710935018069194 -1.2637334702231668 0.12118842449418443 2.8295147797157023 -4.3715029774541438 0.5538103289345202 0.70324329707933519 -0.076621122814360121 leaf_weight=356578 33 33 22 22 21 30 20 21 20 39 905 1150 23 68 47 20 23 23 351 22 3497 29 23 313 23 21 leaf_count=356578 33 33 22 22 21 30 20 21 20 39 905 1150 23 68 47 20 23 23 351 22 3497 29 23 313 23 21 internal_value=0 -3.32701 -0.000972072 2.65036 14.6891 -1.81227 1.02431 2.00552 -0.00213291 -1.64505 -0.00177091 0.322774 1.05903 0.924952 -0.274927 -2.19114 -0.16782 0.678522 -0.00378202 0.16032 0.195549 -0.00557181 -2.85215 -0.00584786 1.88905 0.235713 internal_weight=0 66 363311 159 43 116 86 66 363152 80 363072 2236 996 973 1240 67 1173 45 360836 3893 3848 356943 45 356891 52 41 internal_count=363377 66 363311 159 43 116 86 66 363152 80 363072 2236 996 973 1240 67 1173 45 360836 3893 3848 356943 45 356891 52 41 cat_boundaries=0 1 2 cat_threshold=2102 256 is_linear=0 shrinkage=0.01 Tree=366 num_leaves=28 num_cat=4 split_feature=16 19 3 4 1 13 0 25 0 1 3 10 13 6 5 1 4 6 1 25 1 4 1 26 26 25 25 split_gain=7.15469e+06 1.22093e+07 1.09594e+07 5.33454e+07 1.07151e+07 4.4564e+06 1.77562e+06 5.15356e+06 1.83047e+07 9.31132e+06 7.09489e+06 7.47111e+06 4.8769e+06 4.10995e+06 3.39433e+06 2.08466e+06 1.63929e+06 720270 2.01654e+06 1.96603e+06 4.71209e+06 1.07623e+06 759758 1.08328e+06 603500 1.81731e+06 1.06789e+06 threshold=2836.7725000000005 26.146102500000008 2692.2960000000003 2632.2792750000003 1891.4572200000002 24.002200000000002 299.04000000000008 0 2773.7250000000004 2779.5510000000008 1854.9329420000001 642.33175000000017 1280.8870000000004 685.98275000000012 2763.7525000000005 677.74500000000012 31.097000000000005 27.535980000000006 1891.4572200000002 1 554.77325000000008 861.89750000000015 2779.5510000000008 2022.5000000000002 2022.5000000000002 2 3 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 9 left_child=2 -2 6 4 5 16 17 8 12 10 14 -12 15 -11 -9 -8 -4 22 19 20 -19 -21 24 -24 25 -1 -26 right_child=1 -3 3 -5 -6 -7 7 9 -10 13 11 -13 -14 -15 -16 -17 -18 18 -20 21 -22 -23 23 -25 26 -27 -28 leaf_value=0.073652308526566818 -7.5947910723902963 1.0073045106367631 0.73927984700058447 13.141762435500686 -6.403578399658203 -2.3436364509319438 0.15994551923437691 0.084710606916364548 8.1530184200932005 -6.5055038407643631 1.1606989576461468 8.4580615682601934 5.25198640498248 -1.127595906081023 -3.0873232796612911 1.5716297829644126 3.8459225660051617 0.28223259520226596 -2.6266272002458573 0.037293902593992109 2.9378141138894218 -0.68806288601119736 3.0271554412841795 -0.043433264273184315 -0.096340639397032815 -0.010483208714724357 -0.013283193107118008 leaf_weight=31339 33 33 33 37 25 29 490 4326 34 30 47 20 22 27 34 133 35 1470 28 17287 70 207 20 27 17273 141774 148494 leaf_count=31339 33 33 33 37 25 29 490 4326 34 30 47 20 22 27 34 133 35 1470 28 17287 70 207 20 27 17273 141774 148494 internal_value=0 -3.29374 -0.000962068 2.62386 -0.565995 0.938537 -0.0021113 0.182014 0.98715 0.0577643 0.109601 3.33902 0.624719 -3.95807 0.0599746 0.461316 2.33829 -0.0047668 0.0550443 0.0589892 0.400341 0.0286946 -0.00813071 1.2632 -0.00830703 0.00475166 -0.0219444 internal_weight=0 66 363311 159 122 97 363152 5163 679 4484 4427 67 645 57 4360 623 68 357989 19062 19034 1540 17494 338927 47 338880 173113 165767 internal_count=363377 66 363311 159 122 97 363152 5163 679 4484 4427 67 645 57 4360 623 68 357989 19062 19034 1540 17494 338927 47 338880 173113 165767 cat_boundaries=0 6 12 18 24 cat_threshold=9454080 142606336 67108864 4194304 16384 1091 1048576 135299584 16 67174912 20481 1025 3221258240 1074004004 269554504 1146102816 4197904 268436491 1083211776 4 2415923329 1073956368 4325905 1032 is_linear=0 shrinkage=0.01 Tree=367 num_leaves=27 num_cat=0 split_feature=16 19 3 12 2 6 6 5 8 7 0 22 8 26 8 4 2 2 4 1 8 12 5 6 9 4 split_gain=7.01231e+06 1.19664e+07 1.07413e+07 8.39658e+07 1.00058e+08 2.65388e+07 2.71772e+06 2.42314e+06 2.12134e+06 2.92091e+06 2.28281e+06 7.43099e+06 1.80122e+07 5.17447e+06 4.61971e+06 3.78386e+06 1.87256e+06 1.62426e+06 1.03668e+06 4.01846e+06 1.82647e+06 1.58109e+06 1.06315e+06 959208 570429 41252.9 threshold=2836.7725000000005 26.146102500000008 2692.2960000000003 85.539750000000012 1444.3300000000002 1913.0125000000005 253.31100000000006 93.825125 2877.4750000000008 710.08000000000004 591.40200000000016 8.6540000000000017 135.58212499999999 2022.5000000000002 1329.5732400000002 9.1375000000000011 351.55365000000006 145.14425000000003 274.17100000000005 1891.4572200000002 1926.0125000000005 977.87575000000004 511.91625000000005 1118.3050000000001 15.156750000000001 34.29207250000001 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 -2 8 5 -5 6 7 17 10 25 18 13 -13 15 -15 -12 -14 -4 20 21 23 -20 -21 -1 -22 -10 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 11 12 16 14 -16 -17 -18 -19 19 22 24 -23 -24 -25 -26 -27 leaf_value=-0.0062342243275627183 -7.5188431812958285 0.99723130428429818 -1.2747094830599699 -0.37024725350466642 30.146553886958532 -9.925226399103801 -2.2310956630706786 4.7816736021496 0.55833494758605962 -3.5894833281101324 1.115965131384318 9.9384546610161113 -2.458138201453469 -0.50785203479416063 2.1567493542262488 -0.050115686291379434 1.5809190102418265 2.525950985784116 0.22875864901652246 -1.2407759441028943 2.8012852767418175 -0.96676044338627865 -4.3156510908707331 0.54759366977709933 0.6924650308360224 -0.076256683894566135 leaf_weight=356578 33 33 22 22 21 30 20 21 20 39 714 27 22 923 70 456 24 23 3734 22 29 114 23 313 23 21 leaf_count=356578 33 33 22 22 21 30 20 21 20 39 714 27 22 923 70 456 24 23 3734 22 29 114 23 313 23 21 internal_value=0 -3.26081 -0.00095246 2.59762 14.5333 -1.82681 0.998215 1.97679 -0.0020902 -1.63031 -0.00173144 0.316804 3.45481 0.210898 -0.320015 0.661493 -0.350804 0.66785 -0.00370531 0.158597 -0.00547546 0.19334 -2.81238 -0.00574851 1.86854 0.2333 internal_weight=0 66 363311 159 43 116 86 66 363152 80 363072 2236 73 2163 993 1170 46 45 360836 3893 356943 3848 45 356891 52 41 internal_count=363377 66 363311 159 43 116 86 66 363152 80 363072 2236 73 2163 993 1170 46 45 360836 3893 356943 3848 45 356891 52 41 is_linear=0 shrinkage=0.01 Tree=368 num_leaves=27 num_cat=3 split_feature=16 3 4 1 7 13 7 1 8 7 0 25 4 0 0 1 11 6 5 1 25 3 8 25 9 4 split_gain=6.87277e+06 1.05276e+07 5.24125e+07 1.07064e+07 9.70563e+06 4.53526e+06 3.86435e+06 2.56647e+06 2.07912e+06 2.86278e+06 2.23738e+06 1.29182e+07 3.53174e+07 3.39948e+07 7.92713e+06 7.20619e+06 8.11709e+06 2.57842e+06 1.02778e+06 4.04169e+06 3.06888e+06 1.18044e+06 968422 630202 140787 40431.9 threshold=2836.7725000000005 2692.2960000000003 2632.2792750000003 1891.4572200000002 1489.0961200000002 24.002200000000002 111.36450000000001 41.302404000000003 2877.4750000000008 710.08000000000004 591.40200000000016 0 3.6407000000000003 1836.963 1836.963 2779.5510000000008 1156.9900000000002 685.98275000000012 234.36750000000004 1891.4572200000002 1 339.65625000000006 1926.0125000000005 2 15.156750000000001 34.29207250000001 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 9 2 2 left_child=1 8 3 5 7 6 -3 -2 10 25 18 12 13 -12 -14 16 -13 -17 22 20 -20 -21 23 -1 -24 -10 right_child=4 2 -4 -5 -6 -7 -8 -9 9 -11 11 15 14 -15 -16 17 -18 -19 19 21 -22 -23 24 -25 -26 -27 leaf_value=-0.05110775768917445 1.3720317153747266 0.56520445476878767 12.997170414280248 -6.4254288818359377 -9.0439219360351562 -2.3973551824175079 5.5536002031962077 -3.392772313594818 0.55275159454345701 -3.5535884661552233 3.626459120571023 -0.027319664757458104 0.048046308465120272 16.448609773929302 -6.3480935405648271 -5.7774937753324149 2.9133082784305917 -1.3653876288120563 0.49068620887452519 -1.128496994972229 -0.04116803599753481 -4.4503252227410028 2.0083660689644192 -0.0018564352167284599 0.88941176847978076 -0.07549407005310059 leaf_weight=28205 26 44 37 25 20 29 24 20 20 39 101 1811 123 26 23 27 99 26 1818 20 2672 23 23 328053 22 21 leaf_count=28205 26 44 37 25 20 29 24 20 20 39 101 1811 123 26 23 27 99 26 1818 20 2672 23 23 328053 22 21 internal_value=0 -0.000942936 2.57165 -0.590194 -3.2282 0.913733 2.32581 -0.699622 -0.0020693 -1.614 -0.00171412 0.313635 2.31039 6.25147 -0.959565 0.0240493 0.1251 -3.61306 -0.00366826 0.145959 0.175181 -2.90529 -0.00557187 -0.00575716 1.46132 0.230967 internal_weight=0 363311 159 122 66 97 68 46 363152 80 363072 2236 273 127 146 1963 1910 53 360836 4533 4490 43 356303 356258 45 41 internal_count=363377 363311 159 122 66 97 68 46 363152 80 363072 2236 273 127 146 1963 1910 53 360836 4533 4490 43 356303 356258 45 41 cat_boundaries=0 6 12 18 cat_threshold=9437696 0 0 0 0 2147483648 204588032 1216611944 524800 327681 268455936 9 311427136 2416054272 3781165185 217364 33685504 211943432 is_linear=0 shrinkage=0.01 Tree=369 num_leaves=28 num_cat=2 split_feature=16 19 3 12 2 6 6 5 8 7 0 25 4 0 0 1 11 6 2 4 25 10 1 8 6 6 4 split_gain=6.736e+06 1.17458e+07 1.03181e+07 8.25159e+07 9.80153e+07 2.63359e+07 2.71993e+06 2.35995e+06 2.03775e+06 2.80581e+06 2.19285e+06 1.26611e+07 3.46146e+07 3.33183e+07 7.76938e+06 7.06279e+06 7.95556e+06 2.52711e+06 1.60079e+06 1.01048e+06 4.40271e+06 7.80899e+06 3.83869e+06 1.7669e+06 938738 123860 39627.3 threshold=2836.7725000000005 26.146102500000008 2692.2960000000003 85.539750000000012 1444.3300000000002 1913.0125000000005 253.31100000000006 93.825125 2877.4750000000008 710.08000000000004 591.40200000000016 0 3.6407000000000003 1836.963 1836.963 2779.5510000000008 1156.9900000000002 685.98275000000012 145.14425000000003 274.17100000000005 1 484.50915000000003 1461.4925000000003 1926.0125000000005 1118.3050000000001 8.0905000000000022 34.29207250000001 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 left_child=2 -2 8 5 -5 6 7 18 10 26 19 12 13 -12 -14 16 -13 -17 -4 23 21 -21 -22 24 -1 -25 -10 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 11 15 14 -15 -16 17 -18 -19 -20 20 22 -23 -24 25 -26 -27 -28 leaf_value=-0.0061281667653908176 -7.4145291921586702 1.0226973620328037 -1.267188668684526 -0.37252714113755658 29.831172799609959 -9.907541389465333 -2.2565572299957277 4.721107897077288 0.54722408485412599 -3.5180525937447182 3.5901946409622041 -0.027046470551045476 0.047565872446308291 16.284123734694262 -6.2846124690511953 -5.7197187459027328 2.8841751474081865 -1.3517338755497565 2.5059128504214079 0.67493808466395577 0.068052054978188545 5.3286162322606803 -2.5269676282488067 2.2236615252494811 0.54175817442397345 1.2204845943450928 -0.074739150092715312 leaf_weight=356578 33 33 22 22 21 30 20 21 20 39 101 1811 123 26 23 27 99 26 23 478 3318 39 58 32 313 20 21 leaf_count=356578 33 33 22 22 21 30 20 21 20 39 101 1811 123 26 23 27 99 26 23 478 3318 39 58 32 313 20 21 internal_value=0 -3.19592 -0.000933397 2.54593 14.3781 -1.84014 0.974069 1.95305 -0.0020485 -1.59786 -0.00169687 0.310499 2.28728 6.18895 -0.949969 0.0238088 0.123849 -3.57693 0.661285 -0.00363146 0.156606 1.00652 0.0234001 -0.0053791 -0.00564766 1.83782 0.228658 internal_weight=0 66 363311 159 43 116 86 66 363152 80 363072 2236 273 127 146 1963 1910 53 45 360836 3893 517 3376 356943 356891 52 41 internal_count=363377 66 363311 159 43 116 86 66 363152 80 363072 2236 273 127 146 1963 1910 53 45 360836 3893 517 3376 356943 356891 52 41 cat_boundaries=0 6 12 cat_threshold=9437696 0 0 0 0 2147483648 134234144 1074070536 67108880 262145 4096 1032 is_linear=0 shrinkage=0.01 Tree=370 num_leaves=27 num_cat=0 split_feature=4 10 7 12 3 0 7 4 1 0 0 3 0 3 0 6 0 8 1 6 13 1 26 0 3 0 split_gain=9.68568e+06 3.97146e+07 1.66582e+08 2.85093e+07 2.56069e+07 2.32549e+07 2.01316e+06 4.81851e+06 3.57338e+06 5.42084e+06 1.27547e+07 1.103e+07 5.1606e+06 3.27302e+06 3.00696e+06 1.78129e+06 3.03863e+06 2.49006e+06 2.11557e+06 1.58426e+06 1.4495e+06 1.3327e+06 727337 2.21409e+06 2.05395e+06 638821 threshold=2632.2792750000003 16.208500000000004 148.25225000000003 1280.6000000000004 1278.9218000000003 332.68500000000006 2690.3565000000003 970.01225000000011 1891.4572200000002 591.40200000000016 1114.9175000000002 26.149852500000005 2773.7250000000004 974.18930000000012 11.818500000000002 275.94813500000004 2773.7250000000004 2877.4750000000008 1461.4925000000003 362.02000000000004 2899.2375000000006 2779.5510000000008 2022.5000000000002 885.78750000000014 1854.9329420000001 346.24075000000011 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 8 19 15 13 -11 -12 -13 14 21 20 17 18 -17 -8 22 -10 24 -24 -1 -16 right_child=1 3 -4 -5 -6 -7 7 -9 9 10 11 12 -14 -15 25 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 leaf_value=0.0088486543312150182 2.2625993782765157 -1.1815313198089599 27.193140451567515 3.7527528053674946 -16.362495622634889 -10.912708831060499 -1.3874258069992067 -5.1260360893836392 0.79096588024071279 7.4127253899207481 7.0933357391357426 0.65637747425503212 -5.0856155109405519 -3.9165333697795872 -1.8491879731132872 0.17329229722548717 3.4871797493525913 -3.338206992655993 2.2228633745978859 1.6525611948966981 -1.9840956640887906 3.6717459623630231 -0.017463105757660129 -0.82050415691941281 1.8147762822347975 0.22409117657205332 leaf_weight=179837 37 25 28 39 20 21 40 26 42 39 20 45 24 20 42 4025 28 20 51 30 37 26 178151 344 63 23 leaf_count=179837 37 25 28 39 20 21 40 26 42 39 20 45 24 20 42 4025 28 20 51 30 37 26 178151 344 63 23 internal_value=0 2.38545 7.16229 -2.50513 -7.92863 -2.50777 -0.00204515 -1.44997 -0.00166206 1.12558 2.6441 0.554482 -1.34084 -0.144814 0.422362 -0.00253573 0.204109 0.181666 0.198937 -0.0845742 -0.00491331 1.89244 -0.00470899 -0.0190107 0.00948108 -1.11557 internal_weight=0 170 86 84 45 58 362933 96 362837 281 128 89 69 153 133 362556 4124 4096 4076 70 358432 68 358395 178495 179900 65 internal_count=363103 170 86 84 45 58 362933 96 362837 281 128 89 69 153 133 362556 4124 4096 4076 70 358432 68 358395 178495 179900 65 is_linear=0 shrinkage=0.01 Tree=371 num_leaves=35 num_cat=2 split_feature=3 8 15 1 2 1 6 9 5 25 1 10 1 2 11 5 1 2 5 3 13 9 1 18 6 26 2 10 6 15 25 26 5 26 split_gain=7.89658e+06 3.55831e+07 3.22021e+07 2.52717e+07 2.11884e+06 1.77662e+06 3.06893e+06 5.40151e+06 8.06516e+06 3.07971e+06 2.70511e+07 3.79807e+06 6.61667e+06 3.67125e+06 2.74179e+06 2.26523e+06 1.96952e+06 1.86513e+06 1.25624e+06 1.22393e+06 1.20697e+06 1.15013e+06 1.09405e+06 1.04044e+06 1.0071e+06 940331 667665 924536 639390 1.69894e+06 515434 443626 126925 10039.4 threshold=2692.2960000000003 2877.4750000000008 85.940000000000012 2779.5510000000008 299.06050000000005 69.872000000000014 1913.0125000000005 1889.5600000000002 1874.1882800000003 0 2779.5510000000008 342.10875000000004 786.48464000000001 2593.0505000000003 45.862600000000008 511.91625000000005 2779.5510000000008 1444.3300000000002 1874.1882800000003 263.96400000000011 236.29600000000002 592.5680000000001 1097.7209 2924.8625000000006 603.25250000000017 2022.5000000000002 1444.3300000000002 27.871790000000004 1118.3050000000001 521.50900000000013 1 2022.5000000000002 2763.7525000000005 2022.5000000000002 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 2 left_child=5 2 3 4 33 18 9 8 14 10 11 12 -7 16 19 -15 17 -11 23 -8 -13 -16 -6 26 32 -18 28 31 30 -30 -1 -28 -20 -2 right_child=1 -3 -4 -5 22 6 7 -9 -10 13 -12 20 -14 15 21 -17 25 -19 24 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 -32 -33 -34 -35 leaf_value=0.024360517748127836 1.3454777672177269 11.305275210212258 -9.4826346628008213 11.948833673650569 -0.14148697217305503 0.24126110131238501 1.2053612518310548 -2.006664909593987 7.6026607345581061 0.061250136749586091 11.611985965642061 -0.66792421023050952 2.978235243617898 -0.53899785457513272 -2.344235514521599 -4.070386797400082 -2.6937792783170136 1.2048715529839198 -0.2860208296775818 4.6233976554870608 -3.245819082260132 0.87308273468017572 -3.3083188972473145 2.0756573637326561 -3.1193530502319335 -0.42365491727987925 0.23008469078275895 -2.2688691265007548 0.24988584075516801 3.2131334263937816 -0.011404693008575965 -0.94508359819650656 -1.0654228295506658 1.6448729906479518 leaf_weight=46544 21 34 29 22 24 704 20 33 25 14752 22 42 101 39 20 34 37 144 48 22 32 25 20 24 20 36 72 29 246 21 299742 58 37 24 leaf_count=46544 21 34 29 22 24 704 20 33 25 14752 22 42 101 39 20 34 37 144 48 22 32 25 20 24 20 36 72 29 246 21 299742 58 37 24 internal_value=0 2.12889 -0.0996582 2.35175 -0.0205627 -0.00193918 0.100791 1.54904 2.5967 0.0876198 0.652244 0.385359 0.584658 0.0533303 1.15821 -2.18375 0.0642756 0.0723056 -0.00670428 2.99576 -1.78269 -0.556836 -1.58096 -0.0063731 -1.10035 -1.57427 -0.00651722 -0.654377 -0.00621998 0.48295 -0.00659715 -0.294221 -0.62529 1.50516 internal_weight=0 174 140 111 89 362929 16088 145 112 15943 901 879 805 15042 87 73 14969 14896 346841 42 74 45 44 346736 105 73 346712 159 346553 267 346286 130 85 45 internal_count=363103 174 140 111 89 362929 16088 145 112 15943 901 879 805 15042 87 73 14969 14896 346841 42 74 45 44 346736 105 73 346712 159 346553 267 346286 130 85 45 cat_boundaries=0 6 12 cat_threshold=1048704 134217728 67108928 360960 128 8 4 65588 276826133 40108064 272763905 2416997953 is_linear=0 shrinkage=0.01 Tree=372 num_leaves=29 num_cat=1 split_feature=4 3 12 14 1 5 2 7 1 26 0 12 11 0 7 25 5 8 26 19 15 1 1 8 8 7 1 2 split_gain=9.33437e+06 3.53554e+07 1.06379e+08 5.844e+06 2.65548e+06 6.53715e+06 2.43993e+06 9.36348e+06 5.34554e+06 1.00129e+07 1.32986e+07 4.87392e+06 2.62609e+06 2.38094e+06 1.91519e+06 6.85062e+06 1.70008e+07 1.1163e+07 3.72271e+06 3.10993e+06 1.52361e+06 1.33169e+06 1.21691e+06 1.1252e+06 1.01891e+06 1.80089e+06 826404 344636 threshold=2632.2792750000003 2692.2960000000003 85.539750000000012 1012.3383000000001 1461.4925000000003 483.99125000000009 2593.0505000000003 1888.9124200000003 2779.5510000000008 2022.5000000000002 885.78750000000014 114.52500000000002 301.05075000000005 688.40820000000008 512.23350000000016 0 1874.1882800000003 759.5725000000001 2022.5000000000002 824.48000000000013 2640.1488000000004 733.23400000000015 143.07625000000004 9.3820000000000032 1926.0125000000005 53.101000000000006 54.82800000000001 6.4413000000000009 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 4 5 27 8 11 14 10 -10 13 -13 22 20 16 18 -18 -16 21 24 -17 -8 -11 26 -26 -1 -2 right_child=1 2 -4 -5 -6 -7 7 -9 9 23 -12 12 -14 -15 15 19 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 leaf_value=-0.0076958933876667716 0.11708769202232361 -5.778289822665128 24.979699262536091 -5.3487235069274908 -2.2955842614173889 5.5578607177734378 1.0957980353719203 -7.2987658721750437 1.1115477611400464 -2.1513167301813763 11.870126256942749 -5.7455533256530762 -0.62101862144470221 2.9164506109137283 1.6291615061076039 -0.092647481926517575 12.103795071556457 2.5303855895996095 0.22126358678129979 -3.4587708334768976 2.0253500580143284 -1.3680756446589595 -1.8543350361011648 0.64401138908333255 1.9897211611270904 -0.94680728727771402 0.062847580153454555 -1.5088001053983515 leaf_weight=343174 32 22 23 20 25 26 29 22 27 24 20 20 20 38 251 743 21 29 746 31 37 92 27 36 64 31 17451 22 leaf_count=343174 32 22 23 20 25 26 29 22 27 24 20 20 20 38 251 743 21 29 746 31 37 92 27 36 64 31 17451 22 internal_value=0 2.34179 9.94246 -0.394452 0.549219 1.43822 -0.00200623 -1.25236 -0.00146856 2.23334 5.68967 -0.259666 -3.18329 0.984428 -0.0021279 0.313445 0.852926 6.55122 0.575709 -0.34466 -0.00380131 -0.233174 -0.326588 -0.47412 -0.00400944 1.03149 -0.00428223 -0.545311 internal_weight=0 170 45 125 105 80 362933 156 362777 107 47 134 40 94 362670 1913 1047 50 997 866 360757 835 56 60 360720 95 360625 54 internal_count=363103 170 45 125 105 80 362933 156 362777 107 47 134 40 94 362670 1913 1047 50 997 866 360757 835 56 60 360720 95 360625 54 cat_boundaries=0 6 cat_threshold=136365056 134481408 4417 1073741824 4211712 1 is_linear=0 shrinkage=0.01 Tree=373 num_leaves=27 num_cat=2 split_feature=4 10 7 12 3 2 2 6 3 1 26 0 10 5 0 6 24 1 7 0 1 12 24 0 1 11 split_gain=9.14862e+06 3.93375e+07 1.62649e+08 2.74876e+07 2.53508e+07 2.37086e+07 2.39137e+06 9.92044e+06 9.94351e+06 5.23916e+06 9.81366e+06 1.3034e+07 3.35656e+06 1.23208e+07 3.17693e+06 2.22223e+06 3.24356e+06 3.77906e+06 1.72e+06 1.70287e+06 1.15971e+06 997669 886854 2.12359e+06 1.61475e+06 170237 threshold=2632.2792750000003 16.208500000000004 148.25225000000003 1280.6000000000004 1278.9218000000003 228.94595500000003 2593.0505000000003 59.756000000000022 1854.9329420000001 2779.5510000000008 2022.5000000000002 885.78750000000014 2855.9890500000006 299.80000000000007 1266.1895000000002 642.48675000000014 0 135.63000000000002 418.14250000000004 2773.7250000000004 53.925750000000008 543.33000000000004 1 1836.963 99.244375000000005 54.07800000000001 decision_type=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 left_child=6 2 5 4 -3 -2 9 14 18 12 11 -11 15 -14 20 22 17 -17 -9 -18 -8 25 23 -1 -24 -12 right_child=1 3 -4 -5 -6 -7 7 8 -10 10 21 -13 13 -15 -16 16 19 -19 -20 -21 -22 -23 24 -25 -26 -27 leaf_value=-0.037751269044648109 2.1555690803025902 -1.1610890586853027 26.865495912347519 3.5957934247530425 -16.265948474884034 -11.295604004740715 1.8265715935116722 0.27388701067521021 -9.8041423330307005 1.1004323606137876 -0.72880984139442451 11.75142493057251 -1.535653450909783 7.7120868927001949 4.4510716711956517 0.10144819402075433 0.0650087541813789 2.2168267290349952 -3.1428654262598821 2.9400200707571851 -1.1977447819709779 1.3542342046499252 -0.0012982367477554035 -2.6145220044255257 0.12942606494948725 -2.0335603427886961 leaf_weight=60112 38 25 28 39 20 20 21 26 20 27 20 20 34 25 23 154 1086 187 34 21 32 20 291253 32 9766 20 leaf_count=60112 38 25 28 39 20 20 21 26 20 27 20 20 34 25 23 154 1086 187 34 21 32 20 291253 32 9766 20 internal_value=0 2.31837 7.07248 -2.54893 -7.87436 -2.48277 -0.00198617 -1.23984 -3.69774 -0.00145388 2.211 5.63277 -0.00210663 2.38288 1.34743 -0.00249468 0.388473 1.22555 -1.66227 0.118478 0.000569254 -0.469379 -0.00406218 -0.0391158 0.00294277 -1.38119 internal_weight=0 170 86 84 45 58 362933 156 80 362777 107 47 362670 59 76 362611 1448 341 60 1107 53 60 361163 60144 301019 40 internal_count=363103 170 86 84 45 58 362933 156 80 362777 107 47 362670 59 76 362611 1448 341 60 1107 53 60 361163 60144 301019 40 cat_boundaries=0 1 2 cat_threshold=3072 2176 is_linear=0 shrinkage=0.01 Tree=374 num_leaves=26 num_cat=2 split_feature=4 10 7 12 2 2 2 7 12 0 26 2 10 5 11 0 16 7 5 25 0 25 11 0 0 split_gain=8.96656e+06 3.85547e+07 1.59413e+08 2.69406e+07 2.32368e+07 1.89808e+07 2.34378e+06 9.04769e+06 4.7145e+06 4.03912e+06 3.96213e+06 5.99843e+06 3.77601e+06 1.21436e+07 2.5908e+06 2.309e+06 1.54893e+06 1.37163e+06 5.57677e+06 3.51782e+06 1.09585e+06 2.76203e+06 1.01019e+06 844360 402062 threshold=2632.2792750000003 16.208500000000004 148.25225000000003 1280.6000000000004 228.94595500000003 1092.7150000000004 2593.0505000000003 1888.9124200000003 114.52500000000002 2773.7250000000004 2022.5000000000002 137.53500000000003 2855.9890500000006 299.80000000000007 301.05075000000005 688.40820000000008 52.521000000000008 512.23350000000016 2763.7525000000005 0 1266.1895000000002 1 33.337449999999997 688.40820000000008 6.4425000000000017 decision_type=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 left_child=6 2 4 5 -2 -3 9 8 15 12 11 -11 17 -14 -10 24 22 20 19 -19 23 -22 -12 -1 -8 right_child=1 3 -4 -5 -6 -7 7 -9 14 10 16 -13 13 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.0040777768876207009 2.1340132359454507 -0.85261093321300696 26.596841191564287 3.5598356838715381 -11.182648211956025 -13.870746224721273 0.31245611098077564 -7.1710109291733675 -5.6720285301208495 6.1485046964078336 0.52982165241241452 -0.1190998757802523 -1.5752310252189636 7.625589781174293 -0.58204043292999263 2.8745608279579562 2.1786888582056219 0.72625601181407906 4.34078859502619 -0.15874924469119955 0.83365888503559848 -1.0116602464688578 -2.5754561441594905 0.29975344497153911 -1.4559183077812197 leaf_weight=359385 38 21 28 39 20 24 36 22 20 37 20 26 32 26 20 38 22 735 33 1127 104 291 22 917 20 leaf_count=359385 38 21 28 39 20 24 36 22 20 37 20 26 32 26 20 38 22 735 33 1127 104 291 22 917 20 internal_value=0 2.29519 7.00176 -2.52344 -2.45794 -7.79562 -0.00196631 -1.22744 -0.251627 -0.00143934 1.78162 3.56187 -0.00206376 2.54927 -3.12703 0.971951 0.0291805 -0.00247187 0.265862 0.193643 -0.00388163 -0.53031 -1.09675 -0.0033045 -0.319106 internal_weight=0 170 86 84 58 45 362933 156 134 362777 127 63 362650 58 40 94 64 362592 1895 1862 360697 395 42 360302 56 internal_count=363103 170 86 84 58 45 362933 156 134 362777 127 63 362650 58 40 94 64 362592 1895 1862 360697 395 42 360302 56 cat_boundaries=0 6 10 cat_threshold=136365056 134481408 257 0 4195328 1 32768 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=375 num_leaves=27 num_cat=0 split_feature=9 2 2 3 0 2 26 1 10 13 1 0 10 2 5 6 5 3 1 26 6 0 3 2 9 0 split_gain=6.26206e+06 5.30341e+07 1.46457e+07 5.6611e+07 4.57821e+06 1.70699e+07 2.29807e+07 4.91696e+06 4.5664e+06 5.862e+06 3.72407e+06 4.38361e+06 2.96366e+06 6.23009e+06 2.76788e+06 1.87117e+06 1.80903e+06 8.02797e+06 1.58109e+06 1.14297e+06 1.02946e+06 1.00774e+06 2.24712e+06 1.09928e+06 271711 208184 threshold=2724.2674800000009 2593.0505000000003 2593.0505000000003 2692.2960000000003 2773.7250000000004 27.046500000000005 2022.5000000000002 1891.4572200000002 484.50915000000003 18.603000000000005 1891.4572200000002 635.67100000000016 2855.9890500000006 168.95750000000001 658.22750000000008 165.03000000000003 2763.7525000000005 446.99425000000002 1461.4925000000003 2022.5000000000002 0.72259999999999935 1836.963 51.950250000000004 249.90350000000004 1103.8800000000003 20.404800000000005 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 4 8 12 6 -6 14 9 18 11 15 16 20 -7 -2 21 25 19 -4 -14 23 -23 -1 -10 -18 right_child=1 -3 3 -5 5 7 -8 -9 24 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.0033792718053861572 -0.078265231879981786 15.264213494873047 -0.073074062258698225 -15.391482551574708 12.026688028971355 -1.4022144386985085 -0.45714499177603884 -4.9952344965934756 -2.3213818813562392 5.6081060638427731 -4.8794047622680665 3.8686818804059708 1.3470527954101561 5.9336342548407037 3.1769540162519974 -3.7609991905905988 -0.5293535320575421 5.4645976417295392 2.1025016984939575 -2.6982056688379354 -1.7877017341960562 0.43471616722288586 -1.815996343632962 0.14127334382150963 -3.931849206577648 -1.8864203052520754 leaf_weight=357330 37 25 43 30 30 33 29 24 20 20 20 21 20 26 22 22 26 31 20 27 22 84 94 5332 22 20 leaf_count=357330 37 25 43 30 30 33 29 24 20 20 20 21 20 26 22 22 26 31 20 27 22 84 94 5332 22 20 internal_value=0 2.23697 -0.00163447 -2.83766 -0.000213037 1.82085 5.89057 -1.21855 -0.359934 0.711077 -1.01984 -0.0549435 -0.000905371 2.08656 0.429453 -1.45149 -0.0012965 1.53131 -0.377152 -1.08562 -0.294961 -0.00162174 -0.753862 -0.00125253 -3.16496 -1.11938 internal_weight=0 125 363305 182 363123 138 59 79 152 110 100 80 362985 68 55 59 362917 77 90 70 42 362840 178 362662 42 46 internal_count=363430 125 363305 182 363123 138 59 79 152 110 100 80 362985 68 55 59 362917 77 90 70 42 362840 178 362662 42 46 is_linear=0 shrinkage=0.01 Tree=376 num_leaves=28 num_cat=2 split_feature=9 8 4 2 3 1 13 13 4 0 3 1 0 16 25 2 6 26 3 26 5 10 5 14 25 8 5 split_gain=6.13744e+06 6.88517e+07 1.59644e+07 3.23549e+07 1.10667e+07 3.30888e+06 3.43845e+06 2.69759e+06 1.65386e+06 6.73455e+06 1.78362e+07 4.43127e+07 5.97435e+06 8.9446e+06 3.43875e+06 3.3999e+06 3.18906e+06 3.03747e+06 2.7418e+06 1.61214e+06 1.57134e+06 3.18422e+06 1.51095e+06 988729 696275 2.30054e+06 1.36889e+06 threshold=2724.2674800000009 2877.4750000000008 2632.2792750000003 2593.0505000000003 1854.9329420000001 1891.4572200000002 180.27000000000004 26.251840000000005 480.16275000000002 2773.7250000000004 104.20500000000001 48.966000000000001 1836.963 1907.6205000000002 0 228.94595500000003 1118.3050000000001 2022.5000000000002 1471.8415000000002 2022.5000000000002 265.96700000000004 76.142499999999998 1530.4632000000001 2857.2975000000001 1 1926.0125000000005 1874.1882800000003 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 9 2 2 left_child=2 4 8 5 7 6 19 -2 9 23 11 17 13 14 18 -16 20 -11 -10 -4 -14 -22 -18 24 26 -26 -1 right_child=1 -3 3 -5 -6 -7 -8 -9 12 10 -12 -13 16 -15 15 -17 22 -19 -20 -21 21 -23 -24 -25 25 -27 -28 leaf_value=0.031724584708074925 1.9785064790055558 16.028278454371861 0.37760044753551486 -12.964720156533378 -8.0093602683327418 -4.1085660150316032 3.1283061420917511 -1.8148703083239104 -0.022989766482256108 2.5986667592184887 -4.1796198387656895 17.876211223602294 -2.5976161839411809 5.5357719767996763 0.16404513618789701 1.2005578685014704 -2.2924594624837242 -2.2494460618495942 -2.3800951597782283 -2.6875333907153158 3.4006642715930941 -2.1746416019258046 -6.0858688536144436 1.7549456813931466 -0.0085910782414879549 1.9178779498992427 1.7040390869062774 leaf_weight=45776 37 28 32 28 22 27 24 38 968 28 28 20 26 33 688 586 21 24 52 37 20 21 21 32 314702 62 49 leaf_count=45776 37 28 32 28 22 27 24 38 968 28 28 20 26 33 688 586 21 24 52 37 20 21 21 32 314702 62 49 internal_value=0 2.2146 -0.00161813 -3.28527 -1.77285 -1.02673 -0.132002 0.0565289 -0.000279921 -0.00203362 2.59271 5.22639 0.259407 0.366588 0.292228 0.635818 -2.02878 0.361076 -0.141766 -1.26602 -0.674511 0.54502 -4.18916 -0.00275314 -0.00290913 -0.00821136 0.0335055 internal_weight=0 125 363305 148 97 120 93 75 363157 360721 100 72 2436 2327 2294 1274 109 52 1020 69 67 41 42 360621 360589 314764 45825 internal_count=363430 125 363305 148 97 120 93 75 363157 360721 100 72 2436 2327 2294 1274 109 52 1020 69 67 41 42 360621 360589 314764 45825 cat_boundaries=0 7 13 cat_threshold=75760132 134479972 67109185 3228565536 2099200 2147483649 2 2155905024 135299104 2214592596 2151694896 4196993 813715561 is_linear=0 shrinkage=0.01 Tree=377 num_leaves=26 num_cat=0 split_feature=9 2 4 2 7 1 13 20 0 2 3 0 2 26 9 10 4 2 0 0 11 26 4 3 21 split_gain=6.0153e+06 5.13749e+07 1.56467e+07 3.1711e+07 8.5256e+06 3.24304e+06 3.37002e+06 2.60501e+06 1.25185e+07 3.22302e+06 1.27019e+07 6.92302e+06 1.37494e+07 2.19859e+07 3.50148e+06 2.53749e+06 7.75758e+06 2.41243e+06 2.3725e+06 1.84145e+06 1.87945e+06 1.58005e+06 1.51898e+06 1.49381e+06 417902 threshold=2724.2674800000009 2593.0505000000003 2632.2792750000003 2593.0505000000003 1888.9124200000003 1891.4572200000002 180.27000000000004 1756.0800000000002 257.57200000000006 2593.0505000000003 1854.9329420000001 2773.7250000000004 27.046500000000005 2022.5000000000002 26.246250000000003 2855.9890500000006 53.21200000000001 1092.7150000000004 688.40820000000008 635.67100000000016 11.897500000000003 2022.5000000000002 784.4625000000002 602.3524450000001 327.41580000000005 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 4 7 5 19 6 21 9 24 11 14 15 13 -13 18 22 -17 -14 -11 20 -2 -4 -1 -16 -9 right_child=1 -3 3 -5 -6 -7 -8 8 -10 10 -12 12 17 -15 23 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.0022875154556872531 1.5375753166198731 15.014302136230469 0.37382444977760315 -12.835072852543421 -6.8527270584106441 -4.0674802215011034 3.0970229625701906 -0.040041242156709941 8.3883831096830814 -0.080416629155476885 -7.9713871825695035 11.859491078694662 -2.2118915003821962 -0.46151062488555911 -4.241820008417835 -1.1518690967559815 6.2826954092025753 1.8170895168055661 3.5862123962402341 2.8353380485202955 -2.1218092864751816 -2.6606581095102673 0.37452004627481744 -0.50499695301055914 -1.9061920745032175 leaf_weight=361681 25 25 32 28 20 27 24 28 21 60 25 30 42 28 23 32 25 23 25 23 32 37 1073 20 21 leaf_count=361681 25 25 32 28 20 27 24 28 21 60 25 30 42 28 23 32 25 23 25 23 32 37 1073 20 21 internal_value=0 2.19246 -0.00160195 -3.25242 -1.013 -1.01646 -0.130682 -0.000277121 1.92864 -0.000649 -1.45174 -3.72719e-05 2.372 5.91142 -0.178371 -0.000841439 2.1089 -0.786252 0.998004 0.446928 -0.516816 -1.25336 -0.00117295 -2.50376 -0.83982 internal_weight=0 125 363305 148 100 120 93 363157 70 363087 153 362934 123 58 128 362811 57 65 85 80 57 69 362754 43 49 internal_count=363430 125 363305 148 100 120 93 363157 70 363087 153 362934 123 58 128 362811 57 65 85 80 57 69 362754 43 49 is_linear=0 shrinkage=0.01 Tree=378 num_leaves=25 num_cat=0 split_feature=9 8 7 3 6 12 7 1 20 5 5 3 7 1 1 5 26 15 5 9 1 10 1 12 split_gain=5.8956e+06 6.69467e+07 1.19932e+07 1.12066e+07 2.86971e+07 4.95342e+06 7.20951e+06 4.20646e+06 2.13898e+06 1.06511e+07 1.3745e+06 1.29383e+06 2.52991e+06 3.07813e+06 1.44718e+06 1.32499e+07 4.83533e+06 1.37361e+06 5.14956e+06 1.23738e+06 1.07244e+06 837644 631918 387046 threshold=2724.2674800000009 2877.4750000000008 1489.0961200000002 2692.2960000000003 2871.8940000000007 164.94000000000003 274.78110000000004 1461.4925000000003 1756.0800000000002 543.59225000000015 312.83200000000005 1854.9329420000001 815.13625000000013 629.11000000000013 2779.5510000000008 378.61939999999998 2022.5000000000002 2640.1488000000004 53.202500000000008 679.93910000000005 7.1667080000000007 106.17530000000001 38.365500000000004 198.77400000000003 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 8 5 6 7 22 11 23 -2 14 13 21 17 16 -16 20 -19 -14 -1 -13 -5 -10 right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 -12 12 19 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.0071634107825474472 1.6544224643707275 15.791769575391498 -7.7286654235839842 -0.62036063686013221 -12.7618083635966 -4.5163377223696033 5.146081061985182 -5.0516988336472286 0.022518892765045165 7.7218475723266602 -1.1099954332624165 -0.029478990435600282 -0.48070222187042233 -4.1217521185874935 5.8155170402072729 -3.7448277653874578 0.65576189547777175 -1.2528607788792363 5.2647734988819472 3.0369456593990329 0.046883596009348293 -2.3311301122392929 1.6455470542907715 -1.7237501759962603 leaf_weight=321314 37 28 25 32 24 28 23 21 30 21 35 64 20 35 42 37 32 27 22 20 41450 21 20 22 leaf_count=321314 37 28 25 32 24 28 23 21 30 21 35 64 20 35 42 37 32 27 22 20 41450 21 20 22 internal_value=0 2.17053 -1.76137 -0.00158593 -2.75275 -0.815515 0.263892 -1.27433 -0.000464727 1.71112 0.310608 -0.000808851 -0.899855 -1.62585 -0.000412494 1.14124 3.58427 -0.000761774 1.67342 1.27812 -0.000987913 -0.598122 0.251142 -0.716287 internal_weight=0 125 97 363305 148 124 96 73 363157 73 72 363084 160 120 362924 111 74 362813 49 40 362764 85 52 52 internal_count=363430 125 97 363305 148 124 96 73 363157 73 72 363084 160 120 362924 111 74 362813 49 40 362764 85 52 52 is_linear=0 shrinkage=0.01 Tree=379 num_leaves=25 num_cat=0 split_feature=9 8 2 3 7 0 2 1 10 13 8 10 2 5 7 1 5 0 3 8 5 3 8 8 split_gain=5.77828e+06 6.56145e+07 1.374e+07 5.37856e+07 1.17545e+07 4.35589e+06 1.62554e+07 4.72144e+06 4.34732e+06 5.72301e+06 3.18852e+06 2.84161e+06 6.03997e+06 1.75965e+06 9.61224e+06 1.51417e+06 1.34715e+06 973845 2.18318e+06 1.08675e+06 856686 677031 642574 119815 threshold=2724.2674800000009 2877.4750000000008 2593.0505000000003 2692.2960000000003 1489.0961200000002 2773.7250000000004 27.046500000000005 1891.4572200000002 484.50915000000003 18.603000000000005 86.167500000000004 2855.9890500000006 437.0705000000001 2763.7525000000005 572.8955000000002 1461.4925000000003 312.83200000000005 1836.963 51.950250000000004 1926.0125000000005 12.486400000000001 32.805900000000001 1548.5050000000003 1.6605000000000001 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 5 8 16 11 -7 10 9 15 -8 13 20 17 23 21 -2 19 -19 -1 -13 -4 -10 -15 right_child=1 -3 3 -5 -6 6 7 -9 22 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.00156620456695163 1.6378783112603266 15.633852017266411 -1.6789645770072938 -14.985041381835938 -7.6513788513183592 5.7475353417154089 -2.1178628840813269 -4.8907284736633301 -4.3072240792001999 5.5502231864929197 2.7048344802856445 -1.21482709811284 6.3526953194358136 -0.62310433910739038 6.4586992689279406 2.062956819534302 -1.0988955426897322 0.43048855009533116 -1.7879671745097383 0.83866140873256056 1.5380574386119843 0.4980091714859009 -1.8334098656972251 -1.6158648471832278 leaf_weight=362508 37 28 50 30 25 59 26 24 21 20 29 26 22 31 26 20 35 84 94 154 20 20 21 20 leaf_count=362508 37 28 50 30 25 59 26 24 21 20 29 26 22 31 26 20 35 84 94 154 20 20 21 20 internal_value=0 2.14883 -0.00157007 -2.74851 -1.74376 -0.000193282 1.77611 -1.1899 -0.333406 0.711596 0.425014 -0.000868598 2.04316 -0.00125159 1.51029 -0.363655 0.307502 -0.00157236 -0.741055 -0.00120941 -0.0179208 -1.05697 -3.07032 -1.01242 internal_weight=0 125 363305 182 97 363123 138 79 152 110 55 362985 68 362917 77 90 72 362840 178 362662 46 70 42 51 internal_count=363430 125 363305 182 97 363123 138 79 152 110 55 362985 68 362917 77 90 72 362840 178 362662 46 70 42 51 is_linear=0 shrinkage=0.01 Tree=380 num_leaves=25 num_cat=1 split_feature=1 5 0 7 5 0 12 5 3 4 0 9 8 0 25 26 8 10 11 8 19 0 15 4 split_gain=8.48058e+06 1.99754e+07 3.74155e+07 2.50606e+07 2.51507e+07 2.40791e+06 2.26559e+06 3.81275e+06 2.44295e+07 2.66074e+06 2.42466e+06 2.31431e+06 2.0875e+06 2.07528e+06 1.555e+07 1.62994e+07 7.53199e+06 2.07336e+06 9.14822e+06 1.37056e+06 1.0433e+06 876559 815492 479588 threshold=2779.5510000000008 14.489570000000002 1836.963 274.78110000000004 2763.7525000000005 53.8705 2813.3566500000006 2763.7525000000005 1278.9218000000003 2632.2792750000003 1114.9175000000002 536.95000000000016 1926.0125000000005 1114.9175000000002 0 2022.5000000000002 1329.5732400000002 2855.9890500000006 13.862250000000001 818.62500000000011 1016.455 16.400500000000005 360.61190650000009 54.939000000000007 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 left_child=6 2 5 -3 -5 -2 7 9 11 13 19 23 22 17 15 -15 -16 20 -19 21 -1 -11 -8 -9 right_child=1 3 -4 4 -6 -7 12 8 -10 10 -12 -13 -14 14 16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.0017652389127095767 4.020722613533338 -7.6870082372777597 17.449976612272717 -3.9455918207476213 8.121721602219802 -0.26134791933257007 0.33857001919419538 1.0328611637995793 10.067917974966544 -0.40071871948242194 -3.9234555656679215 -3.801814400066029 -4.505489009857178 4.2433157236840993 -0.89454099475629323 -0.22004037950833638 4.7343266868591307 -1.6987712683501068 7.2244208374023433 1.5647460224514915 -0.77852143612900226 -2.8820052496592208 -2.116730365753174 -0.94949359976727021 leaf_weight=361974 24 34 21 31 39 29 31 26 27 35 31 22 20 180 484 150 25 27 20 21 173 24 24 23 leaf_count=361974 24 34 21 31 39 29 31 26 27 35 31 22 20 180 484 150 25 27 20 21 173 24 24 23 internal_value=0 2.18227 6.15362 -0.643505 2.77763 1.6777 -0.00101291 -0.00065409 1.97153 -0.00118631 -1.5492 -1.10738 -1.73888 -0.000712999 0.496056 2.14938 -0.606165 -0.00186373 2.09833 -0.62917 -0.0021363 -1.41006 -0.732834 0.102368 internal_weight=0 178 74 104 70 53 363317 363242 98 363144 111 71 75 363033 839 330 509 362194 47 80 362147 59 55 49 internal_count=363495 178 74 104 70 53 363317 363242 98 363144 111 71 75 363033 839 330 509 362194 47 80 362147 59 55 49 cat_boundaries=0 4 cat_threshold=9470464 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=381 num_leaves=31 num_cat=1 split_feature=1 16 7 3 2 26 2 6 18 4 1 4 2 13 3 3 13 18 15 11 3 25 2 17 2 1 17 7 2 6 split_gain=8.31182e+06 2.65875e+07 4.68526e+07 1.26225e+08 3.41739e+07 2.88148e+06 7.36657e+06 2.70197e+06 2.32625e+07 5.59384e+06 4.17985e+06 3.16428e+06 4.54052e+06 3.0624e+06 4.61636e+06 2.32641e+06 1.50525e+06 1.6974e+06 5.08181e+06 1.32027e+06 1.03125e+06 3.10623e+06 1.07156e+06 846279 824830 884071 818001 714023 486365 167217 threshold=2779.5510000000008 2.6720000000000002 16.677500000000006 2692.2960000000003 2593.0505000000003 2022.5000000000002 13.802000000000001 1913.0125000000005 321.88825000000003 1291.5535000000002 104.96200000000002 2632.2792750000003 1800.6974500000001 1.0000000180025095e-35 542.09453100000007 1854.9329420000001 1950.3035000000002 2044.7545000000002 663.47250000000008 1156.9900000000002 314.62380000000002 0 2593.0505000000003 11.912500000000001 215.24100000000001 29.507000000000001 764.58199999999999 31.075318500000005 73.663000000000025 2871.8940000000007 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=7 2 4 -4 5 6 -2 11 9 10 27 16 24 14 -12 -11 17 20 23 26 22 -22 -1 -19 25 -13 28 29 -18 -9 right_child=1 -3 3 -5 -6 -7 -8 8 -10 15 13 12 -14 -15 -16 -17 19 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0031738440570384854 8.9753638639904203 -5.1358748827225122 -0.41098191001198509 31.42650411605835 -11.440456864493234 0.28935149409554223 0.69506887609308421 0.44191482508624041 9.2984447145462035 -0.96080183231469363 1.3960659449441093 -0.90609451783009065 -5.8833108084542411 -0.0025851855278015137 7.5984588986351378 -4.9604823039128227 -0.4211676701275926 1.3487899858301335 5.8173712205886838 -3.2500872039794921 0.38761411721637168 -0.17435994039712982 1.3115955231266636 -1.2521572349811423 -2.0891708466102337 1.6798676843643188 1.1746709427833557 -2.2163855146325155 -2.1961440130380483 -0.64284903971354168 leaf_weight=358669 21 39 33 20 21 22 22 27 30 33 28 39 21 30 21 26 38 22 20 24 2388 1662 62 29 29 20 20 23 26 30 leaf_count=358669 21 39 33 20 21 22 22 27 30 33 28 39 21 30 21 26 38 22 20 24 2388 1662 62 29 29 20 20 23 26 30 internal_value=0 2.16044 4.20761 11.6032 -0.350113 3.23292 4.73893 -0.00100278 1.04243 -0.0937143 0.882071 -0.00171552 -1.70528 2.51367 4.05423 -2.72337 -0.00120392 -0.000852589 1.54519 -1.1816 -0.00115516 0.157523 -0.00294661 -0.13018 -0.708253 -0.0294972 -0.590604 -0.729133 -1.14225 -0.129014 internal_weight=0 178 139 53 86 65 43 363317 248 218 159 363069 109 79 49 59 362960 362852 71 108 362781 4050 358731 51 88 59 84 80 64 57 internal_count=363495 178 139 53 86 65 43 363317 248 218 159 363069 109 79 49 59 362960 362852 71 108 362781 4050 358731 51 88 59 84 80 64 57 cat_boundaries=0 7 cat_threshold=2212896 1216349248 201855317 1140850688 272647168 1089 1 is_linear=0 shrinkage=0.01 Tree=382 num_leaves=28 num_cat=2 split_feature=0 15 19 4 2 26 5 5 18 8 4 0 0 4 3 10 25 8 26 10 2 8 2 25 26 9 3 split_gain=6.57921e+06 1.79623e+07 5.29815e+07 3.70963e+07 1.64771e+07 1.43469e+07 5.32591e+06 3.27112e+06 2.37808e+07 1.13241e+07 5.47509e+06 7.06677e+06 4.84909e+06 1.76175e+06 1.72396e+06 8.03138e+06 3.18678e+06 4.23633e+06 2.25634e+06 1.16484e+06 1.48557e+06 1.1568e+06 1.64582e+06 714548 606765 303900 9792.99 threshold=2773.7250000000004 56.88600000000001 236.93870000000004 2632.2792750000003 137.53500000000003 2022.5000000000002 325.39000000000004 2763.7525000000005 321.88825000000003 1329.5732400000002 2632.2792750000003 1266.1895000000002 635.67100000000016 22.317000000000004 314.62380000000002 2855.9890500000006 0 998.8850000000001 2022.5000000000002 2855.9890500000006 2593.0505000000003 818.62500000000011 192.11889000000002 1 2022.5000000000002 149.28375000000003 11.946000000000003 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 9 2 2 2 left_child=7 3 -3 4 5 -2 -6 10 9 12 14 21 13 -9 19 16 17 -16 -18 20 23 22 26 -1 -22 -21 -12 right_child=1 2 -4 -5 6 -7 -8 8 -10 -11 11 -13 -14 -15 15 -17 18 -19 -20 25 24 -23 -24 -25 -26 -27 -28 leaf_value=0.22456484811972424 8.3037008064671571 -13.409917031860353 8.4266095504760745 13.048355786800386 -5.5291666955658894 -1.8436325467716563 0.58988312225341799 1.7020143268726491 11.602617565155029 -6.500397989024286 -0.81062499626823104 -7.4365785471598302 5.4654357910156248 -1.9104647601092304 0.64711878151118674 6.094653003526771 0.34823086524109115 4.7644497776031498 -0.16988489422019304 -0.82756595091386276 2.4855479431152343 0.68776033742087228 -4.127785881042481 -0.0040851942738206158 0.56702140590723826 -2.5093810998825798 -0.51194209507533484 leaf_weight=1362 38 25 20 32 33 22 25 27 20 23 23 21 22 27 643 23 1439 26 2021 22 32 28 20 357445 34 21 21 leaf_count=1362 38 25 20 32 33 22 25 27 20 23 23 21 22 27 643 23 1439 26 2021 22 32 28 20 357445 34 21 21 internal_value=0 1.83639 -3.70479 3.49875 0.909028 4.58301 -2.89165 -0.000930491 1.65676 -0.352502 -0.00147365 -2.20232 1.50805 -0.104225 -0.000788669 0.20181 0.168985 0.795248 0.0454659 -0.00313237 -0.00293517 -1.00754 -1.74923 -0.00321111 1.49722 -1.64892 -0.668072 internal_weight=0 195 45 150 118 60 58 363300 119 99 363181 113 76 54 363068 4152 4129 669 3460 358916 358873 92 64 358807 66 43 44 internal_count=363495 195 45 150 118 60 58 363300 119 99 363181 113 76 54 363068 4152 4129 669 3460 358916 358873 92 64 358807 66 43 44 cat_boundaries=0 7 13 cat_threshold=2114592 142607424 134742097 0 17408 1024 1 0 0 0 4194304 2176 4104 is_linear=0 shrinkage=0.01 Tree=383 num_leaves=34 num_cat=1 split_feature=1 16 0 0 2 0 6 18 4 1 4 2 7 7 0 24 11 1 0 20 0 1 2 2 18 14 11 2 1 7 0 26 6 split_gain=8.09103e+06 2.61013e+07 5.73343e+07 6.4231e+06 2.6631e+06 4.03881e+06 2.62971e+06 2.26975e+07 5.49167e+06 4.09264e+06 3.09846e+06 4.50081e+06 2.91325e+06 5.54766e+06 2.14797e+06 1.07422e+07 1.50641e+07 1.02662e+07 6.95743e+06 6.01268e+06 1.72378e+06 1.35906e+06 2.27369e+06 1.27507e+06 1.0323e+06 1.97663e+06 1.0146e+06 792447 860511 698347 538023 437844 163716 threshold=2779.5510000000008 2.6720000000000002 2773.7250000000004 1114.9175000000002 547.57500000000016 22.611000000000004 1913.0125000000005 321.88825000000003 1291.5535000000002 104.96200000000002 2632.2792750000003 1800.6974500000001 164.82050000000001 903.12057500000003 1114.9175000000002 0 111.43125000000002 138.62250000000003 2773.7250000000004 146.62100000000004 1836.963 1891.4572200000002 266.08684 1800.6974500000001 2044.7545000000002 573.0100000000001 1962.6297000000002 215.24100000000001 29.507000000000001 31.075318500000005 428.79030000000006 2022.5000000000002 2871.8940000000007 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 left_child=6 2 3 4 5 -2 10 8 9 29 14 27 -11 -14 21 16 20 18 -17 -19 -16 24 31 -10 26 -26 -1 28 -12 32 -24 -23 -8 right_child=1 -3 -4 -5 -6 -7 7 -9 23 12 11 -13 13 -15 15 17 -18 19 -20 -21 -22 22 30 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.0019562256974599442 3.1979015486580984 -5.0977464465605911 14.823400239686707 -3.419676697254181 4.9678999110630579 -2.6035388256254652 0.43707525147332088 9.1835355734825139 -1.606554678866738 -0.50898362947546916 -0.89432730625837287 -5.8471654619489399 7.6309462338685989 1.1863138619591209 4.5699264859711688 -0.69824057126656558 -1.9710817162571728 0.79724546022224974 -4.8637585512120669 5.9708170890808105 7.4989155662059783 -0.58400216285999007 -3.6893286546071371 -4.6769257427397228 0.05336661165410822 3.7822926389603388 -1.0043688539998368 -2.0483272979999412 1.6569460830688476 -2.1921750690626061 -1.6805545352300006 1.2341453345616658 -0.63627121225992844 leaf_weight=361869 28 39 37 32 21 21 27 30 38 23 39 21 22 34 54 273 37 351 47 24 32 26 24 21 44 21 101 29 20 23 30 27 30 leaf_count=361869 28 39 37 32 21 21 27 30 38 23 39 21 22 34 54 273 37 351 47 24 32 26 24 21 44 21 101 29 20 23 30 27 30 internal_value=0 2.13156 4.15992 0.291796 1.98847 0.71157 -0.00098962 1.0284 -0.093866 0.872967 -0.00169276 -1.68745 2.48745 3.71813 -0.00118651 0.51067 3.11136 0.00555523 -1.31005 1.12835 5.65978 -0.00234269 -1.12918 -2.6994 -0.00200965 1.2581 -0.00223593 -0.694788 -0.0294889 -0.721339 -2.57334 0.342224 -0.127844 internal_weight=0 178 139 102 70 49 363317 248 218 159 363069 109 79 56 362960 818 123 695 320 375 86 362142 107 59 362035 65 361970 88 59 80 54 53 57 internal_count=363495 178 139 102 70 49 363317 248 218 159 363069 109 79 56 362960 818 123 695 320 375 86 362142 107 59 362035 65 361970 88 59 80 54 53 57 cat_boundaries=0 1 cat_threshold=1026 is_linear=0 shrinkage=0.01 Tree=384 num_leaves=29 num_cat=1 split_feature=0 7 9 2 8 2 5 18 8 7 7 9 10 8 0 14 3 2 5 19 2 12 7 2 24 2 3 3 split_gain=6.32391e+06 1.78682e+07 8.03588e+07 4.67224e+07 1.80602e+07 9.3076e+06 3.20754e+06 2.32597e+07 1.10512e+07 9.90326e+06 1.81093e+06 3.08795e+06 3.30453e+06 1.43853e+06 3.87144e+06 4.43254e+06 2.39153e+06 2.38397e+06 1.59107e+06 7.6973e+06 1.53058e+06 6.4469e+06 1.33432e+06 1.03622e+06 845075 734370 709462 664239 threshold=2773.7250000000004 148.25225000000003 172.59900000000002 2593.0505000000003 1926.0125000000005 27.046500000000005 2763.7525000000005 321.88825000000003 1329.5732400000002 654.14525000000003 2690.3565000000003 1532.4010000000001 119.33100000000002 1128.2175000000002 172.16250000000002 1541.2800000000002 476.54200000000009 1800.6974500000001 1530.4632000000001 124.44450000000002 2593.0505000000003 54.117410000000014 1113.0755000000001 1254.2925000000002 0 208.72700000000003 16.571695000000002 214.42080000000001 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 left_child=6 3 -3 5 -4 -2 10 8 9 27 13 12 26 18 16 17 24 -16 20 22 23 -22 -20 -1 -15 -18 -12 -8 right_child=1 2 4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 14 15 -17 25 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.0021299961385873038 4.9853301128040659 22.772663358688355 -5.3401093506090573 -13.535940936544666 5.2034333252906801 -1.7976747307181358 0.072124441320245924 11.476880298614502 -6.4199166206691576 7.1469158380681819 -0.91276933511098224 -4.571827150635098 2.3226255907331192 -0.59211182351545855 0.67017174255542278 5.6389976582319843 -1.1502473850250245 4.142747297286987 0.53220283347506858 6.6090974326360792 2.682471667064561 -3.7353573563098905 -2.0833022472533314 -0.49912576238598144 0.5151031601172622 -3.8601745319962504 -3.4629459819793702 -2.2029340834844682 leaf_weight=361803 55 20 33 23 32 32 33 20 23 22 24 23 28 100 195 23 20 22 172 21 72 20 22 420 176 20 20 21 leaf_count=361803 55 20 33 23 32 32 33 20 23 22 24 23 28 100 195 23 20 22 172 21 72 20 22 420 176 20 20 21 internal_value=0 1.80041 5.24399 -0.860537 -0.149442 2.49043 -0.000912216 1.64059 -0.34654 1.49146 -0.00145007 -1.38194 -0.362943 -0.00108887 0.507175 1.46467 -0.220037 1.02223 -0.00186838 0.858127 -0.00237871 1.28729 0.235599 -0.00270627 0.111148 -2.50521 -2.07194 -0.812621 internal_weight=0 195 85 110 65 87 363300 119 99 76 363181 95 72 363086 556 240 316 217 362530 215 362315 92 194 362223 276 40 44 54 internal_count=363495 195 85 110 65 87 363300 119 99 76 363181 95 72 363086 556 240 316 217 362530 215 362315 92 194 362223 276 40 44 54 cat_boundaries=0 1 cat_threshold=236 is_linear=0 shrinkage=0.01 Tree=385 num_leaves=31 num_cat=4 split_feature=1 5 3 8 3 7 2 6 10 26 8 14 24 7 1 5 3 14 5 2 25 1 24 14 3 24 2 1 2 2 split_gain=6.65404e+06 3.7437e+07 4.73359e+07 3.01359e+07 3.21454e+07 5.83304e+06 1.09135e+07 3.84835e+06 3.72636e+06 2.55086e+06 1.88977e+06 3.76002e+06 2.7227e+06 4.84711e+06 2.85246e+06 2.85089e+06 2.33625e+06 1.37435e+06 1.1864e+06 5.54424e+06 3.77078e+06 2.6546e+06 1.75137e+06 797293 2.05244e+06 729406 1.58927e+06 1.00716e+06 418754 411732 threshold=2779.5510000000008 14.489570000000002 191.28750000000002 2877.4750000000008 2692.2960000000003 2690.3565000000003 1800.6974500000001 415.75000000000006 459.91795000000008 2022.5000000000002 1128.2175000000002 1867.1242800000002 0 1113.0755000000001 677.74500000000012 2763.7525000000005 1854.9329420000001 305.45698000000004 543.59225000000015 2593.0505000000003 1 1256.4300000000001 2 1541.2800000000002 426.62850000000009 3 2593.0505000000003 143.07625000000004 192.11889000000002 53.405000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 1 2 2 1 2 2 2 2 left_child=5 2 9 4 7 10 17 -3 -9 -2 18 12 13 14 -12 16 -14 28 23 20 21 -20 -22 25 29 27 -27 -1 -7 -25 right_child=1 3 -4 -5 -6 6 -8 8 -10 -11 11 -13 15 -15 -16 -17 -18 -19 19 -21 22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.022805499485307121 4.5402332380839754 -4.0048421050762304 20.139584902808778 7.3477103082064925 -15.216202813103086 -0.92552603721618654 -8.9789031448364263 3.5974802364002576 -2.2228306000882929 0.19037911305060753 1.884884189855857 3.7068819544050426 0.3684078125655651 5.934536222374958 -2.2476918365644374 -3.7079731383323669 -2.7338332757583035 1.1724323272705079 0.64083616061690007 -3.9450752522868493 0.28548117516284183 2.685420375354048 -0.55586975714679443 -0.51380330308691247 -3.5043439452544507 0.0045072413881427093 1.6459312215902038 -0.24358325050147303 -2.5373032972547742 1.0965939941406251 leaf_weight=87944 28 29 21 29 21 40 20 22 22 26 61 36 366 23 23 20 26 25 797 31 519 69 456 77 23 270476 59 2116 27 20 leaf_count=87944 28 29 21 29 21 40 20 22 22 26 61 36 366 23 23 20 26 25 797 31 519 69 456 77 23 270476 59 2116 27 20 internal_value=0 1.83158 7.4001 -1.56386 -4.31317 -0.00212054 -2.28389 -1.17669 0.687325 2.44586 -0.0014168 0.58166 0.364881 1.70748 0.753346 -0.024649 0.162647 -0.82845 -0.0023093 0.248786 0.319405 0.794567 -0.109661 -0.00361241 -0.818591 -0.0033412 0.00486503 -0.0279897 -1.57505 -0.181763 internal_weight=0 198 75 123 94 363254 112 73 44 54 363142 555 519 107 84 412 392 92 362587 1872 1841 866 975 360715 120 360595 270535 90060 67 97 internal_count=363452 198 75 123 94 363254 112 73 44 54 363142 555 519 107 84 412 392 92 362587 1872 1841 866 975 360715 120 360595 270535 90060 67 97 cat_boundaries=0 1 7 8 9 cat_threshold=2049 11830272 1208222784 1572928 1114113 2101248 2 3408 2688 is_linear=0 shrinkage=0.01 Tree=386 num_leaves=32 num_cat=4 split_feature=1 5 11 2 2 7 2 7 7 8 14 24 4 1 5 15 16 5 2 4 13 25 14 1 1 24 24 2 9 8 8 split_gain=6.52163e+06 3.6692e+07 3.13966e+07 2.97139e+07 2.17882e+07 5.71696e+06 1.06963e+07 5.04844e+06 9.99612e+06 1.85216e+06 3.68519e+06 2.66852e+06 5.01114e+06 7.44031e+06 2.79415e+06 1.81707e+06 1.78744e+06 1.16266e+06 5.43387e+06 3.80063e+06 8.73339e+06 4.21274e+06 781427 1.54387e+06 727533 4.27099e+06 693830 593269 527470 180281 5116.48 threshold=2779.5510000000008 14.489570000000002 2995.7383125000001 720.28944000000013 2593.0505000000003 2690.3565000000003 1800.6974500000001 1113.0755000000001 308.54480000000007 1128.2175000000002 1867.1242800000002 0 33.608250000000005 786.48464000000001 2763.7525000000005 663.47250000000008 1545.0000000000002 543.59225000000015 2593.0505000000003 1291.5535000000002 29.390000000000004 1 1541.2800000000002 494.77402000000006 1461.4925000000003 2 3 420.88550000000004 77.890750000000011 13.802000000000001 1926.0125000000005 decision_type=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 1 1 2 2 2 2 left_child=5 3 4 -2 7 9 15 8 -3 17 11 12 30 -14 16 27 -13 22 19 21 -21 -19 24 28 26 -26 -1 29 -24 -7 -11 right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12 14 13 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31 -32 leaf_value=-0.034702010108938579 3.4008987151693413 -2.9274588441848755 8.9865496444702142 17.419478423708963 -11.6464288994118 -1.5090770760897934 -8.8891140365600592 -5.2706202774956115 6.0846703300476079 -0.75876533326648532 3.6698130481772955 0.0044477251348316029 7.0523802685737609 0.059012244323204302 -3.6708933408260345 1.6866928378018466 3.0732730405330662 1.1826846315154582 -3.9056244487147178 4.2063252443293733 -0.91228607622782398 -0.059144630444394129 0.21166842045991316 -3.1397648952318278 1.8521131832873234 -0.81212918408581469 0.0025406218347138959 -3.0142946988060362 -1.4156823211056846 -0.27495334815979006 -0.54703413238525389 leaf_weight=60009 54 32 23 21 27 29 20 21 20 21 36 372 32 29 20 22 20 331 31 75 60 1375 69 23 112 112 300362 21 28 20 25 leaf_count=60009 54 32 23 21 27 29 20 21 20 21 36 372 32 29 20 22 20 331 31 75 60 1375 69 23 112 112 300362 21 28 20 25 internal_value=0 1.81326 -1.54822 7.3261 -3.97122 -0.00209941 -2.26105 -1.13244 0.538745 -0.00140271 0.575843 0.361233 1.69041 3.72766 -0.0244025 -0.820166 0.16102 -0.00228628 0.246284 0.316196 1.93139 0.188382 -0.00357628 -0.810405 -0.00330778 0.56642 -0.00366192 -1.60804 -0.258082 -1.00535 -0.643694 internal_weight=0 198 123 75 100 363254 112 73 52 363142 555 519 107 61 412 92 392 362587 1872 1841 135 1706 360715 120 360595 224 360371 70 97 49 46 internal_count=363452 198 123 75 100 363254 112 73 52 363142 555 519 107 61 412 92 392 362587 1872 1841 135 1706 360715 120 360595 224 360371 70 97 49 46 cat_boundaries=0 1 7 8 9 cat_threshold=2049 134480896 1208222784 1572928 0 2101248 2 440 2176 is_linear=0 shrinkage=0.01 Tree=387 num_leaves=24 num_cat=2 split_feature=17 19 0 3 6 2 26 8 3 8 12 8 14 11 8 4 25 2 12 4 26 25 0 split_gain=3.84376e+06 1.35097e+07 5.60439e+06 2.83814e+07 2.46121e+07 8.27491e+06 5.48359e+06 4.65746e+06 6.3601e+06 3.70116e+06 3.65938e+06 3.18669e+06 7.8414e+06 2.45656e+06 2.32189e+06 1.37039e+06 4.45055e+06 5.04043e+06 2.38096e+06 1.02368e+06 680255 2.22029e+06 1.95349e+06 threshold=2732.1750000000006 7.2935000000000008 2773.7250000000004 2692.2960000000003 2871.8940000000007 7.2721500000000008 2022.5000000000002 2877.4750000000008 1278.9218000000003 11.295588 37.210300000000011 998.8850000000001 1541.2800000000002 1602.5343235000003 1926.0125000000005 784.4625000000002 0 1444.3300000000002 1521.0400000000002 451.28900000000004 2022.5000000000002 1 428.79030000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 left_child=2 -2 7 5 -5 6 -4 11 19 -7 -11 15 13 14 -13 20 17 -17 -18 -9 21 -1 -22 right_child=1 -3 3 4 -6 9 -8 8 -10 10 -12 12 -14 -15 -16 16 18 -19 -20 -21 22 -23 -24 leaf_value=0.087933176646901964 -7.8180821130893845 1.5394066129790411 5.3795917844772339 17.040881592273713 1.3526362457275392 -4.7823929050990515 -0.80320509433746334 0.2225036494854169 -7.1311034915560763 2.4026047507576318 -2.9386371060075431 0.29007444494228901 5.1100118496543487 -2.0701181038569763 1.9635116385941458 1.0499606635775502 0.085306772041290543 5.553546927315848 -3.0493404129028319 -2.4752633146806198 -0.014321014489694694 -0.0054352955189091367 -0.4124448549039032 leaf_weight=30652 27 36 32 20 20 35 26 39 21 23 29 463 38 37 101 221 788 28 25 22 179152 150376 1241 leaf_count=30652 27 36 32 20 20 35 26 39 21 23 29 463 38 37 101 221 788 28 25 22 179152 150376 1241 internal_value=0 -2.47095 -0.000670563 1.7394 9.19676 -0.317798 2.60799 -0.00155688 -2.38453 -2.26833 -0.576165 -0.00101876 0.704547 0.425998 0.58975 -0.00226256 0.35643 1.4963 -0.0109499 -0.750461 -0.00331654 0.0103786 -0.0170599 internal_weight=0 63 363389 185 40 145 58 363204 82 87 52 363122 639 601 564 362483 1062 249 813 61 361421 181028 180393 internal_count=363452 63 363389 185 40 145 58 363204 82 87 52 363122 639 601 564 362483 1062 249 813 61 361421 181028 180393 cat_boundaries=0 6 12 cat_threshold=1048576 263168 4352 67174400 16384 1024 3222306820 1073741828 2415924049 1079197728 4230672 8389640 is_linear=0 shrinkage=0.01 Tree=388 num_leaves=33 num_cat=3 split_feature=1 5 0 11 0 7 2 7 7 0 8 14 24 4 1 5 3 14 5 2 4 13 25 0 1 2 0 25 9 26 4 8 split_gain=6.35219e+06 3.59115e+07 6.55682e+07 3.07614e+07 2.98593e+07 5.59713e+06 1.04513e+07 3.52721e+06 8.82033e+06 2.2902e+06 1.78331e+06 3.56066e+06 2.60594e+06 4.90763e+06 7.2896e+06 2.7301e+06 2.28885e+06 1.32782e+06 1.13622e+06 5.34931e+06 3.7056e+06 8.52868e+06 4.13692e+06 889097 7.31517e+06 1.63959e+06 7.40145e+06 717019 414825 154055 88321.1 4787.38 threshold=2779.5510000000008 14.489570000000002 1501.0951200000002 2995.7383125000001 2773.7250000000004 2690.3565000000003 1800.6974500000001 1113.0755000000001 284.06400000000002 53.8705 1128.2175000000002 1867.1242800000002 0 33.608250000000005 786.48464000000001 2763.7525000000005 1854.9329420000001 305.45698000000004 543.59225000000015 2593.0505000000003 1291.5535000000002 29.390000000000004 1 2773.7250000000004 254.73937500000002 2593.0505000000003 497.87850000000003 2 102.94250000000001 2022.5000000000002 5.7637500000000008 1926.0125000000005 decision_type=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 9 2 2 2 2 left_child=5 2 9 4 7 10 17 8 -3 -2 18 12 13 31 -15 16 -14 28 23 20 22 -22 -20 25 29 27 -27 -1 30 -25 -7 -12 right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 11 -13 15 14 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 -32 -33 leaf_value=0.1889361229442881 3.4193108161926267 -2.5931833162903786 21.755959136269308 8.8916779625934108 -13.398900378417968 -1.3815487621141518 -8.7889300460815445 -4.0402744226870331 5.872344844818115 -0.74483478784561163 -0.75407842091151656 3.6062830428613557 0.36001702843142341 6.9740774822235112 0.051901229003380081 -3.6313844231963159 -2.7105923826877887 1.1537985565185547 1.1719619015348621 -3.8759897472012428 4.155838448969523 -0.90242445564270013 -0.058641616568668654 1.2540112009356099 -5.977206587357955 -0.34491139051267661 6.6944138393402106 -0.0046281927415121726 -2.6000112072626753 0.24001957137009192 -0.47291753768920897 -0.54926970367431649 leaf_weight=1914 25 32 22 23 25 23 20 23 20 28 21 36 366 32 29 20 26 25 331 31 75 60 1375 31 22 59 20 358640 24 29 20 25 leaf_count=1914 25 32 22 23 25 23 20 23 20 28 21 36 366 32 29 20 26 25 331 31 75 60 1375 31 22 59 20 358640 24 29 20 25 internal_value=0 1.78956 7.24345 -1.53598 -3.93434 -0.00206378 -2.23721 -0.779484 0.662789 1.21938 -0.00137442 0.565041 0.354087 1.66759 3.68321 -0.0268646 0.156354 -0.812927 -0.00224141 0.243487 0.312853 1.90772 0.186647 -0.00351666 -1.04468 -0.00327993 1.4372 -0.00359555 -1.54678 0.763915 -0.95893 -0.642769 internal_weight=0 198 75 123 100 363254 112 75 52 53 363142 555 519 107 61 412 392 92 362587 1872 1841 135 1706 360715 82 360633 79 360554 67 60 43 46 internal_count=363452 198 75 123 100 363254 112 75 52 53 363142 555 519 107 61 412 392 92 362587 1872 1841 135 1706 360715 82 360633 79 360554 67 60 43 46 cat_boundaries=0 1 7 13 cat_threshold=2049 134480896 1208222784 1572928 0 2101248 2 0 0 0 4194304 2560 5120 is_linear=0 shrinkage=0.01 Tree=389 num_leaves=31 num_cat=3 split_feature=1 5 0 11 0 7 2 7 7 0 8 14 24 4 1 5 14 5 2 4 13 25 1 0 1 2 0 25 2 8 split_gain=6.22577e+06 3.51968e+07 6.42634e+07 3.01493e+07 2.92651e+07 5.48574e+06 1.02433e+07 3.45702e+06 8.6448e+06 2.24463e+06 1.74782e+06 3.4898e+06 2.55408e+06 4.80997e+06 7.14453e+06 2.67577e+06 1.3014e+06 1.11415e+06 5.24301e+06 3.63158e+06 8.35895e+06 4.05691e+06 1.06563e+06 871404 7.1696e+06 1.60696e+06 7.25416e+06 702822 411075 4692.12 threshold=2779.5510000000008 14.489570000000002 1501.0951200000002 2995.7383125000001 2773.7250000000004 2690.3565000000003 1800.6974500000001 1113.0755000000001 284.06400000000002 53.8705 1128.2175000000002 1867.1242800000002 0 33.608250000000005 786.48464000000001 2763.7525000000005 305.45698000000004 543.59225000000015 2593.0505000000003 1291.5535000000002 29.390000000000004 1 959.97700000000009 2773.7250000000004 254.73937500000002 2593.0505000000003 497.87850000000003 2 192.11889000000002 1926.0125000000005 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 9 2 2 left_child=5 2 9 4 7 10 16 8 -3 -2 17 12 13 29 -15 22 28 23 19 21 -21 -19 -14 25 -25 27 -27 -1 -7 -12 right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 11 -13 15 14 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.18705658426295324 3.385117512512207 -2.5672513994574548 21.538399439725008 8.8027609518299936 -13.26491163635254 -0.88777303123474127 -8.7010406761169428 -3.9998718079276707 5.8136212997436516 -0.73738635982785905 -0.74653764792851041 3.5702201098865931 -0.053609892674804441 6.9043366371840236 0.051382285808694778 -3.5950704896450043 1.1422605407714843 1.1605859578136475 -3.8372299140499484 4.1142800551096599 -0.89340019003550208 -0.058059436389793134 1.4592234822997341 0.75627616198857628 -5.9174344617670238 -0.34146222306257584 6.6274699287414549 -0.0045819120369595063 -2.4847027715047201 -0.5437769622802735 leaf_weight=1914 25 32 22 23 25 40 20 23 20 28 21 36 338 32 29 20 25 331 31 75 60 1375 54 60 22 59 20 358640 27 25 leaf_count=1914 25 32 22 23 25 40 20 23 20 28 21 36 338 32 29 20 25 331 31 75 60 1375 54 60 22 59 20 358640 27 25 internal_value=0 1.77167 7.17101 -1.52062 -3.89499 -0.00204279 -2.21484 -0.771689 0.656161 1.20719 -0.00136032 0.55939 0.350547 1.65092 3.64637 -0.0265959 -0.804798 -0.00221864 0.241111 0.309785 1.88864 0.184846 0.154791 -0.00348145 -1.03423 -0.00324708 1.42282 -0.00355954 -1.53131 -0.636342 internal_weight=0 198 75 123 100 363254 112 75 52 53 363142 555 519 107 61 412 92 362587 1872 1841 135 1706 392 360715 82 360633 79 360554 67 46 internal_count=363452 198 75 123 100 363254 112 75 52 53 363142 555 519 107 61 412 92 362587 1872 1841 135 1706 392 360715 82 360633 79 360554 67 46 cat_boundaries=0 1 7 13 cat_threshold=2049 134480896 1208222784 1572928 0 2101248 2 0 0 0 4194304 2560 5120 is_linear=0 shrinkage=0.01 Tree=390 num_leaves=26 num_cat=2 split_feature=0 19 15 7 3 7 7 2 10 12 1 1 25 13 3 7 24 0 0 6 15 2 18 3 26 split_gain=5.4033e+06 1.51622e+07 3.32173e+07 2.59874e+07 1.72737e+07 1.29629e+07 5.73756e+06 1.36145e+07 2.77702e+06 9.85137e+06 1.95781e+06 1.73203e+06 7.5428e+06 7.396e+06 8.59132e+06 7.10135e+06 2.83331e+06 2.65865e+06 1.66955e+06 1.55229e+06 1.01531e+06 663419 1.99074e+06 924729 137883 threshold=2773.7250000000004 2.2983420000000003 85.940000000000012 1888.9124200000003 353.54500000000002 223.09800000000004 2690.3565000000003 1800.6974500000001 2855.9890500000006 572.05000000000007 733.23400000000015 522.78869700000007 0 485.42915000000011 602.3524450000001 1888.9124200000003 1 497.87850000000003 257.57200000000006 55.410442500000009 2640.1488000000004 1800.6974500000001 11.61275 2692.2960000000003 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 2 2 2 2 left_child=6 2 3 4 10 -6 8 18 11 -10 24 20 13 14 -13 16 -14 -15 19 -8 21 23 -23 -1 -2 right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 12 15 17 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 leaf_value=-0.0013933915776107885 -0.33363704120411591 6.5419807682037359 -12.614544238362994 9.0339510046917457 -13.316179624285017 -2.0670780611038206 0.14081651415143695 -9.1237563357145888 5.3286990768031073 -2.6597004875769983 2.8982935333251953 0.92760333142848017 -0.64274569387542468 0.16998085995937917 3.8175617736350489 5.2125967918395997 0.16531881891399838 -3.2307247922155593 1.3392346054315567 -3.1890173394339429 -1.7047663309914725 -1.0906343146726705 2.1484033708138899 1.3322414412865271 -1.3361489594500997 leaf_weight=359685 34 20 28 23 21 20 28 23 38 26 20 479 706 47 131 25 1096 45 32 28 35 138 22 52 23 leaf_count=359685 34 20 28 23 21 20 28 23 38 26 20 479 706 47 131 25 1096 45 32 28 35 138 22 52 23 internal_value=0 -1.69141 -2.66578 -0.69014 -2.58551 -7.82881 -0.000148459 -2.27334 0.00054756 2.08341 0.206374 0.000179787 0.260965 1.13347 1.54823 -0.0800481 -0.15392 -1.49341 -0.482888 -1.5241 -0.00165258 -0.00148695 -0.645267 -0.00120061 -0.738159 internal_weight=0 189 169 141 118 41 362636 111 362525 64 77 362461 2529 702 610 1827 1802 92 88 56 359932 359897 160 359737 57 internal_count=362825 189 169 141 118 41 362636 111 362525 64 77 362461 2529 702 610 1827 1802 92 88 56 359932 359897 160 359737 57 cat_boundaries=0 6 7 cat_threshold=1064960 134218752 4432 0 16384 2147483649 3744 is_linear=0 shrinkage=0.01 Tree=391 num_leaves=23 num_cat=2 split_feature=0 8 1 8 7 8 1 10 15 5 7 6 13 0 25 24 14 7 1 1 1 26 split_gain=5.29578e+06 1.58446e+07 2.57851e+07 5.77742e+06 1.53984e+07 4.82415e+06 5.73986e+06 3.66309e+06 9.98353e+06 1.53354e+06 9.81378e+06 1.50257e+06 1.28148e+06 1.17779e+06 3.31585e+06 3.50234e+06 1.99239e+06 1.21296e+06 894256 709446 378111 70707.5 threshold=2773.7250000000004 2877.4750000000008 2779.5510000000008 2877.4750000000008 1489.0961200000002 759.5725000000001 254.73937500000002 2855.9890500000006 307.61318750000004 2763.7525000000005 654.14525000000003 571.28500000000008 95.616000000000014 175.70850000000002 0 1 1541.2800000000002 2690.3565000000003 1256.4300000000001 1256.4300000000001 190.23400000000001 2022.5000000000002 decision_type=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 5 7 12 6 21 9 11 13 20 -9 -5 17 15 -15 -16 18 -1 -8 -11 -2 right_child=1 -3 -4 4 -6 -7 19 8 -10 10 -12 -13 -14 14 16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.0033735365741808373 0.42119537465712603 5.1264600530164 -10.93603949546814 -0.83415276176051101 -9.0171940964918882 3.6113467283248899 -5.9884190711975105 -1.8216672586511684 7.8679252693869852 -0.26517320791880289 5.4455460039774577 1.6989730262756348 2.2930986459255216 -0.07067936676167165 0.012360135438970068 0.75066350810229776 -2.2265835964679717 -1.6825648542892102 0.56503573823061237 -3.3861150030656297 -1.7356838338515337 -0.23372750878334045 leaf_weight=353541 34 29 32 38 26 20 20 27 22 36 36 22 20 827 6248 1399 40 43 277 22 34 32 leaf_count=353541 34 29 32 38 26 20 20 27 22 36 36 22 20 827 6248 1399 40 43 277 22 34 32 internal_value=0 -1.6745 -2.90717 -0.000147106 -2.62242 -0.899958 -1.73538 0.00046045 2.27164 1.55879e-05 1.20264 -0.240972 0.24421 -0.000336198 0.11589 0.446568 -0.00187952 -0.00313264 -0.00292854 -4.62531 -0.979421 0.103657 internal_weight=0 189 160 362636 84 128 108 362552 71 362481 106 49 58 362375 8514 2226 6288 353861 353818 42 70 66 internal_count=362825 189 160 362636 84 128 108 362552 71 362481 106 49 58 362375 8514 2226 6288 353861 353818 42 70 66 cat_boundaries=0 6 7 cat_threshold=311808 142608144 67108880 33619968 16448 10 2696 is_linear=0 shrinkage=0.01 Tree=392 num_leaves=33 num_cat=3 split_feature=0 8 1 8 7 8 1 3 25 7 11 8 24 1 14 3 3 19 16 1 11 13 3 2 11 0 3 1 25 11 26 26 split_gain=5.19039e+06 1.55293e+07 2.52719e+07 5.66245e+06 1.5092e+07 4.72815e+06 5.62564e+06 2.19298e+06 5.96606e+06 9.61272e+06 1.16506e+07 6.89337e+06 3.95817e+06 1.72576e+07 3.85767e+06 3.77355e+06 3.3705e+06 1.91665e+06 2.22879e+06 1.5375e+06 1.51151e+06 1.25598e+06 1.13819e+06 1.07457e+06 860843 3.22408e+06 1.91545e+06 802863 8.54245e+06 673060 658834 512915 threshold=2773.7250000000004 2877.4750000000008 2779.5510000000008 2877.4750000000008 1489.0961200000002 759.5725000000001 254.73937500000002 314.62380000000002 0 1489.0961200000002 1156.9900000000002 998.8850000000001 1 1461.4925000000003 824.98750000000007 2692.2960000000003 1471.8415000000002 715.25850000000014 1037.2512500000003 2779.5510000000008 398.97365000000008 95.616000000000014 974.18930000000012 27.046500000000005 177.60300000000004 1266.1895000000002 59.548800000000007 786.48464000000001 2 654.29690000000005 2022.5000000000002 2022.5000000000002 decision_type=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 9 2 2 2 left_child=3 2 5 7 21 6 23 19 9 12 11 -11 13 -9 17 -14 20 18 -10 24 -16 -5 -8 -2 27 26 -26 30 -29 -27 -1 -21 right_child=1 -3 -4 4 -6 -7 22 8 14 10 -12 -13 15 -15 16 -17 -18 -19 -20 31 -22 -23 -24 -25 25 29 -28 28 -30 -31 -32 -33 leaf_value=0.0092802146470616683 1.0671758213497344 5.0751958281418368 -10.82667914390564 -0.8258112204702277 -8.9270221680861255 3.5752331619262696 -6.148647169633346 0.74430750391200973 -0.044102869674076159 -0.80442984814114038 9.0077154613363337 6.1341679963611426 0.11184689969126729 8.1098413128011355 -3.0533708470601302 3.886706880921567 -5.6370362181890572 -2.6448457023075651 3.2303554151171729 -2.7106588745117186 -0.070387199362929989 2.2701676309108736 -2.8525020999908448 -1.5853512557347618 0.044398357341668825 -1.0847810908726283 0.55528666066897148 2.7968606764638526 -0.17629434888667248 -3.4718000934742115 -0.018013529176464069 -0.81172597191550511 leaf_weight=178989 42 29 32 38 26 20 22 494 2049 45 29 21 1380 34 26 27 21 28 21 25 49 20 20 24 2750 21 1001 107 554 27 174821 33 leaf_count=178989 42 29 32 38 26 20 22 494 2049 45 29 21 1380 34 26 27 21 28 21 25 49 20 20 24 2750 21 1001 107 554 27 174821 33 internal_value=0 -1.65776 -2.8781 -0.000145447 -2.59619 -0.890958 -1.71803 0.000456033 0.226978 0.615958 3.72465 1.40331 0.466518 1.19595 -0.135118 0.182985 -2.09598 -0.0460367 -0.0108837 -0.00221423 -1.10449 0.241768 -4.57905 0.102621 -0.00195067 0.147781 0.180735 -0.00355539 0.344633 -2.42748 -0.00420589 -1.63023 internal_weight=0 189 160 362636 84 128 108 362552 4224 2030 95 66 1935 528 2194 1407 96 2098 2070 358328 75 58 42 66 358270 3799 3751 354471 661 48 353810 58 internal_count=362825 189 160 362636 84 128 108 362552 4224 2030 95 66 1935 528 2194 1407 96 2098 2070 358328 75 58 42 66 358270 3799 3751 354471 661 48 353810 58 cat_boundaries=0 7 8 14 cat_threshold=2147360 134218816 201855313 0 17408 1089 1 292 1048576 262144 64 2097152 0 2147483648 is_linear=0 shrinkage=0.01 Tree=393 num_leaves=23 num_cat=1 split_feature=0 8 1 7 1 8 1 10 12 5 5 7 19 7 4 1 25 4 6 1 17 26 split_gain=5.08711e+06 1.52202e+07 2.4769e+07 5.59856e+06 7.34299e+06 4.63406e+06 5.51369e+06 2.65743e+06 9.71944e+06 2.41273e+06 2.28669e+06 1.48275e+07 1.4873e+06 2.49682e+06 1.47604e+06 1.35564e+06 6.01384e+06 1.01619e+06 388930 372112 158651 68832.2 threshold=2773.7250000000004 2877.4750000000008 2779.5510000000008 2690.3565000000003 1097.7209 759.5725000000001 254.73937500000002 2855.9890500000006 572.05000000000007 834.63750000000016 2763.7525000000005 572.8955000000002 1711.5412500000002 654.14525000000003 558.69700000000012 522.78869700000007 0 2632.2792750000003 55.410442500000009 190.23400000000001 575.66150000000016 2022.5000000000002 decision_type=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 2 5 7 9 6 21 10 -9 18 12 19 15 20 -8 17 -17 -1 -5 -12 -14 -2 right_child=1 -3 -4 4 -6 -7 14 8 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=-0.0012918686051408813 0.41489351328681495 5.0244438750168374 -10.718412370681763 -0.62311101033137395 -5.7403196413089068 3.5394808588027957 -6.3206880118630151 5.2615514373779302 -2.6731772261399489 2.5990486068725587 -0.26262127399444579 7.5324245669923986 -0.66489969083241052 -4.2231612855737861 -2.5670970554351804 2.0100426188970015 0.095491673343019529 -1.2422440699375037 -2.3527836579542893 -1.7214182730282053 0.39962962445758637 -0.23128606170415877 leaf_weight=359752 34 29 32 26 39 20 22 38 26 20 36 29 42 22 20 167 2292 66 26 34 21 32 leaf_count=359752 34 29 32 26 39 20 22 38 26 20 36 29 42 22 20 167 2292 66 26 34 21 32 internal_value=0 -1.64118 -2.84932 -0.00014327 -2.24563 -0.882049 -1.70085 0.000544266 2.03807 -0.352671 0.000184499 1.51978 -0.000230665 -1.32286 -4.53326 7.96599e-05 0.234079 -0.00151949 -1.48795 -0.97118 -0.310057 0.101594 internal_weight=0 189 160 362636 111 128 108 362525 64 72 362461 99 362362 85 42 362277 2459 359818 52 70 63 66 internal_count=362825 189 160 362636 111 128 108 362525 64 72 362461 99 362362 85 42 362277 2459 359818 52 70 63 66 cat_boundaries=0 6 cat_threshold=16384 0 80 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=394 num_leaves=33 num_cat=1 split_feature=0 8 1 8 7 8 1 1 25 7 15 8 1 7 11 18 4 0 1 8 8 26 4 13 2 2 1 18 13 7 0 2 split_gain=4.98588e+06 1.49173e+07 2.42761e+07 5.53019e+06 1.47416e+07 4.54184e+06 5.40397e+06 1.72398e+06 7.51563e+06 6.16755e+06 1.21893e+07 5.59062e+06 5.36848e+06 7.43273e+06 1.33761e+07 4.56234e+06 7.68283e+06 3.7347e+06 2.91203e+06 2.34996e+06 1.73157e+06 1.88279e+06 1.44666e+06 1.23274e+06 1.05273e+06 956045 1.68885e+06 892388 2.26688e+06 927148 562134 549898 threshold=2773.7250000000004 2877.4750000000008 2779.5510000000008 2877.4750000000008 1489.0961200000002 759.5725000000001 254.73937500000002 522.78869700000007 0 1489.0961200000002 719.44288000000017 818.62500000000011 1461.4925000000003 75.853500000000011 84.80217500000002 912.34500000000014 1876.5445000000002 803.13700000000006 2779.5510000000008 58.248500000000007 1926.0125000000005 2022.5000000000002 558.69700000000012 95.616000000000014 27.046500000000005 2593.0505000000003 117.95700000000001 2044.7545000000002 54.859750000000005 1888.9124200000003 32.114000000000004 204.32750000000004 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 2 left_child=3 2 5 7 23 6 24 20 12 18 11 -11 15 17 -15 16 -9 -14 19 -10 25 -22 -8 -5 -2 27 -27 29 -29 -1 -23 -20 right_child=1 -3 -4 4 -6 -7 22 8 9 10 -12 -13 13 14 -16 -17 -18 -19 31 -21 21 30 -24 -25 -26 26 -28 28 -30 -31 -32 -33 leaf_value=-0.0013924807388229199 1.0552781970160348 4.9741991661334861 -10.611228179931642 -0.81852205276489265 -8.8226003852257371 3.5040860991477967 -6.2574811866066673 0.62029250790825241 0.10872700055097712 -3.258616567993164 9.3676983604431161 2.9329676148550852 -0.40658060073852542 10.354112469903354 1.4800321318463583 -3.915176898411342 6.921168077468872 4.534995742797852 -1.5346877299717494 -0.70368060265118859 4.137887594223022 -0.15833507640941724 -2.5414260845184327 2.2486797742396591 -1.5701465527216594 -2.388970696870671 0.87951265592575067 3.1617122650146485 -0.72577430280049637 -0.87689013433850505 1.9225186953693629 -3.4341074456108944 leaf_weight=359663 42 29 32 38 26 20 22 597 1102 25 20 35 65 29 41 21 20 20 35 526 20 37 20 20 24 43 25 30 30 121 20 27 leaf_count=359663 42 29 32 38 26 20 22 597 1102 25 20 35 65 29 41 21 20 20 35 526 20 37 20 20 24 43 25 30 30 121 20 27 internal_value=0 -1.62477 -2.82083 -0.000141257 -2.56569 -0.873228 -1.68384 0.000453157 0.258888 -0.105737 2.60678 0.353141 1.0607 2.74337 5.15644 0.668526 0.824535 0.756143 -0.234766 -0.153759 -0.00138681 1.49805 -4.48793 0.239134 0.100578 -0.0017076 -1.18732 -0.00148356 1.21797 -0.00168692 0.571789 -2.36185 internal_weight=0 189 160 362636 84 128 108 362552 2563 1770 80 60 793 155 70 638 617 85 1690 1628 359989 77 42 58 66 359912 68 359844 60 359784 57 62 internal_count=362825 189 160 362636 84 128 108 362552 2563 1770 80 60 793 155 70 638 617 85 1690 1628 359989 77 42 58 66 359912 68 359844 60 359784 57 62 cat_boundaries=0 6 cat_threshold=1064960 134219264 4432 4194304 20480 2147484673 is_linear=0 shrinkage=0.01 Tree=395 num_leaves=27 num_cat=3 split_feature=13 14 8 17 7 3 24 1 6 5 1 6 17 1 26 13 16 18 0 24 0 0 11 24 4 8 split_gain=4.72208e+06 1.34895e+07 2.42617e+06 1.63388e+06 1.99835e+06 1.80805e+06 1.08536e+07 6.09201e+07 3.45347e+07 2.68285e+07 2.7062e+06 2.65769e+06 2.53571e+06 2.09405e+06 4.2252e+06 2.00107e+06 4.67728e+06 1.69764e+06 1.26311e+06 5.79984e+06 7.16662e+06 3.4051e+06 554903 1.04338e+06 987974 468099 threshold=2899.2375000000006 2857.2975000000001 576.55500000000018 2732.1750000000006 543.29875000000015 566.70675000000006 0 2779.5510000000008 2871.8940000000007 1287.5327000000002 1891.4572200000002 1118.3050000000001 1268.0600000000002 2779.5510000000008 2022.5000000000002 796.16700000000014 675.22100000000012 233.74400000000006 227.58775000000003 1 2773.7250000000004 1836.963 33.337449999999997 2 2632.2792750000003 9.3820000000000032 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 left_child=3 2 -2 5 -5 13 7 15 10 -9 12 -12 -8 18 -15 16 -7 -17 22 20 -20 -21 24 -24 -1 -16 right_child=1 -3 -4 4 -6 6 8 9 -10 -11 11 -13 -14 14 25 17 -18 -19 19 21 -22 -23 23 -25 -26 -27 leaf_value=-0.0049361376195175824 -1.5285615748206252 -8.7091659641265871 2.4357915630707372 -0.055372409728857187 -4.2598583889007573 0.52784243295317657 -0.15024378971657068 5.0170483116876516 -12.097798077392579 21.200279167175296 -4.3421361850897471 0.29624657085963657 3.2133306346768915 -4.2888720863356307 -0.53030829849243166 -0.056692707951863604 4.7446404591313112 -2.9809148399918168 0.37268878390165461 -0.13714932030201099 4.2265709265884093 -2.1603972044656441 0.34388053949615244 0.033251485919799879 1.651765614350637 1.5222255630493162 leaf_weight=342873 38 24 26 26 20 1021 878 21 25 20 30 21 23 34 25 75 27 27 3162 2539 49 86 1191 10928 36 20 leaf_count=342873 38 24 26 26 20 1021 878 21 25 20 30 21 23 34 25 75 27 27 3162 2539 49 86 1191 10928 36 20 internal_value=0 -2.31562 0.0819569 0.00112106 -1.88341 0.0013598 0.289282 0.925611 -0.490877 12.9113 -0.191229 -2.43221 -0.0643812 -0.000369606 -1.62829 0.506344 0.636481 -0.830752 -1.32234e-05 0.145909 0.43016 -0.202663 -0.00241192 0.0640899 -0.00476221 0.381929 internal_weight=0 88 64 363157 46 363111 2168 1191 977 41 952 51 901 360943 79 1150 1048 102 360864 5836 3211 2625 355028 12119 342909 45 internal_count=363245 88 64 363157 46 363111 2168 1191 977 41 952 51 901 360943 79 1150 1048 102 360864 5836 3211 2625 355028 12119 342909 45 cat_boundaries=0 1 2 3 cat_threshold=2418 1086 16 is_linear=0 shrinkage=0.01 Tree=396 num_leaves=25 num_cat=1 split_feature=13 19 6 25 1 1 3 9 0 3 0 8 3 9 6 1 1 8 26 3 21 9 1 8 split_gain=4.62811e+06 2.25441e+07 3.02762e+07 3.17735e+06 1.86e+08 2.23542e+07 8.21084e+07 8.53015e+06 6.97405e+06 3.62283e+06 6.91816e+06 2.70466e+06 2.23628e+06 2.18622e+06 2.13625e+06 2.0824e+06 8.58766e+06 1.9808e+06 2.43855e+06 1.79769e+06 4.94813e+06 1.70611e+06 980907 850757 threshold=2899.2375000000006 306.43000000000006 1295.575 0 2779.5510000000008 2779.5510000000008 2692.2960000000003 1532.4010000000001 1114.9175000000002 1854.9329420000001 1836.963 2877.4750000000008 92.246000000000009 3.4050000000000007 1118.3050000000001 1461.4925000000003 959.97700000000009 1926.0125000000005 2022.5000000000002 1278.9218000000003 15.898500000000002 287.59707500000007 10.824500000000002 206.19150000000005 decision_type=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 23 4 9 11 7 8 12 10 15 17 -7 -13 -15 16 -1 19 -19 22 -21 -20 -5 -2 right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 -12 13 -14 14 -16 -17 -18 18 21 20 -22 -23 -24 -25 leaf_value=0.074425633588354995 -1.7710534784468737 5.972847267687321 -14.895241357629951 -0.0062910318958321722 30.724512569427489 -1.4686914253234864 -21.725292862978851 5.0705397142682758 -5.5390204883984158 -3.8339443322886595 5.7366079053011809 0.15434755787704929 2.343896565246582 -0.79714114052908758 -5.049747396398474 -2.957871515967629 5.7426161603574393 3.606446062723796 -1.3719928941943429 0.3923672286720033 5.3535258211408348 1.5575538975715637 0.048561900266665584 1.0786586513519287 leaf_weight=2665 22 24 22 323289 20 40 22 21 35 23 22 33 25 21 27 22 27 33 33 471 21 50 36257 20 leaf_count=2665 22 24 22 323289 20 40 22 21 35 23 22 33 25 21 27 22 27 33 33 471 21 50 36257 20 internal_value=0 -2.29247 -5.39196 0.00110995 0.337338 -0.00149214 -3.95448 -0.723427 -1.94016 0.118284 0.151508 7.70091e-05 -0.00231143 -1.82703 -3.18923 0.106235 0.131276 0.000487933 1.30702 6.6983e-05 0.604124 0.392794 -0.000759604 -0.414048 internal_weight=0 88 64 363157 2779 360378 143 121 100 2759 2736 360235 65 81 48 2714 2692 360154 116 360038 492 83 359546 42 internal_count=363245 88 64 363157 2779 360378 143 121 100 2759 2736 360235 65 81 48 2714 2692 360154 116 360038 492 83 359546 42 cat_boundaries=0 5 cat_threshold=1048576 0 0 0 2176 is_linear=0 shrinkage=0.01 Tree=397 num_leaves=28 num_cat=2 split_feature=13 19 4 25 0 0 3 8 4 0 0 16 9 3 25 8 20 9 4 5 8 9 8 3 10 0 6 split_gain=4.53601e+06 2.20955e+07 3.18793e+07 3.11412e+06 1.54614e+08 1.83732e+07 5.18167e+07 3.85119e+06 5.89127e+06 3.38731e+06 1.14208e+07 2.30113e+06 2.86601e+06 2.04494e+06 5.00602e+06 8.67463e+06 2.67222e+06 1.27241e+06 3.45239e+06 1.19331e+06 923956 2.31484e+06 892873 812024 747567 677199 160472 threshold=2899.2375000000006 306.43000000000006 1291.5535000000002 0 2773.7250000000004 2773.7250000000004 2692.2960000000003 2877.4750000000008 1115.3337000000004 988.99750000000006 1266.1895000000002 52.521000000000008 165.12600000000003 566.70675000000006 1 1128.2175000000002 677.94025000000011 1532.4010000000001 1517.5820000000001 7.9537500000000003 1926.0125000000005 887.33690000000013 112.56200000000001 26.149852500000005 893.42000000000007 591.40200000000016 22.261005000000001 decision_type=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 left_child=3 2 22 4 9 7 11 13 26 17 -11 12 23 20 15 -15 -16 18 25 -12 24 -22 -2 -7 -5 -1 -9 right_child=1 -3 -4 5 -6 6 -8 8 -10 10 19 -13 -14 14 16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=0.039068278639635488 -1.4920779621884936 5.9131185990571975 -14.761108094920283 -0.0021024287623358172 27.366485261462987 -0.21072482268015547 -17.688186626434327 0.22730023560700596 -6.227484062194824 7.7256367187499997 -2.084064209277813 1.8904262733459474 -4.8731602686101745 0.56485887786375744 -0.07375490332189033 3.9935341443250207 -3.519844837188721 -2.2695992901014246 4.2317209892272949 1.1649643211364746 -0.18833956325755399 3.3902372962236407 1.4602325592041014 -2.4954901876903715 0.38796618328225324 1.2140171447753907 -0.89652157068252569 leaf_weight=2594 21 24 23 357612 21 60 22 27 25 25 26 22 22 829 1039 81 23 23 20 20 51 28 20 21 492 50 24 leaf_count=2594 21 24 23 357612 21 60 22 27 25 25 26 22 22 829 1039 81 23 23 20 20 51 28 20 21 492 50 24 internal_value=0 -2.26954 -5.33804 0.00109885 0.333965 -0.00147722 -3.53612 -3.48751e-05 -2.25088 0.129345 2.28528 -1.04535 -1.67241 0.000440098 0.32158 0.860592 -0.147004 0.0723772 0.092597 -0.671443 -0.00132796 1.08002 -0.0519265 -0.803071 -0.00156651 0.0612874 -0.301557 internal_weight=0 88 64 363157 2779 360378 147 360231 76 2758 71 125 103 360155 1972 910 1062 2687 2664 46 358183 79 41 81 358104 2644 51 internal_count=363245 88 64 363157 2779 360378 147 360231 76 2758 71 125 103 360155 1972 910 1062 2687 2664 46 358183 79 41 81 358104 2644 51 cat_boundaries=0 5 11 cat_threshold=1048576 0 0 0 2176 2147332 64 524369 1073741824 4210688 1027 is_linear=0 shrinkage=0.01 Tree=398 num_leaves=30 num_cat=4 split_feature=13 19 4 25 1 2 3 3 0 3 4 5 1 1 26 3 25 7 1 1 13 24 1 0 1 25 0 8 0 split_gain=4.44574e+06 2.16558e+07 3.12449e+07 3.05215e+06 1.80531e+08 2.85068e+07 1.05563e+08 3.62006e+06 6.55398e+06 3.61431e+06 3.11742e+06 3.05823e+06 2.04198e+06 8.40325e+06 1.95892e+06 1.92726e+06 4.29952e+06 7.11496e+06 5.24293e+06 4.36126e+06 3.93848e+06 3.51783e+06 1.31919e+06 2.2374e+06 928326 4.80553e+06 1.74554e+06 875104 40106.5 threshold=2899.2375000000006 306.43000000000006 1291.5535000000002 0 2779.5510000000008 2593.0505000000003 2692.2960000000003 1854.9329420000001 1836.963 1471.8415000000002 7.273200000000001 150.60000000000005 1461.4925000000003 959.97700000000009 2022.5000000000002 566.70675000000006 1 1489.0961200000002 1256.4300000000001 2779.5510000000008 38.801420000000007 2 2779.5510000000008 531.67662500000017 19.090500000000002 3 2773.7250000000004 112.56200000000001 53.8705 decision_type=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 2 2 left_child=3 2 27 4 7 15 9 8 12 10 14 -12 13 -1 -7 22 17 20 -19 21 -17 -18 24 28 26 -26 -5 -2 -24 right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 11 -13 -14 -15 -16 16 19 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 leaf_value=0.072515676594921169 -1.4771572135601725 5.8539874994754788 -14.613496818542481 -0.0055438368303805585 30.267684547424317 2.5679673185802643 -24.053904432213827 -3.8359070636915122 5.5841287400505761 2.945206497283209 -6.2102233096531458 -1.4768709487792773 -2.9302659936384718 5.6795171144273544 -1.3626565194129945 1.0852398175685869 1.0125290393325086 6.4316025723909078 0.29737853570417927 -4.6025758143833704 -0.46508746815130181 -0.30435202960155933 0.042748645635751585 -4.2041292076110839 1.1050732462679116 0.037457027266686399 -1.8741269817352295 1.4456302318572998 -0.53738763635808773 leaf_weight=2665 21 24 23 329251 20 21 23 23 22 21 21 39 22 27 32 531 253 38 22 21 237 877 26 20 418 28455 50 20 22 leaf_count=2665 21 24 23 329251 20 21 23 23 22 21 21 39 22 27 32 531 253 38 22 21 237 877 26 20 418 28455 50 20 22 internal_value=0 -2.24685 -5.28466 0.00108786 0.330625 -0.00146245 -4.26166 0.11481 0.148021 -0.864485 -1.57248 -3.13354 0.103956 0.128752 0.19476 0.000394293 0.311602 0.855585 4.18239 -0.0864076 0.606819 -0.00324346 -0.00132488 -1.39402 -0.00106047 0.0533088 -0.00582756 -0.0514072 -0.223147 internal_weight=0 88 64 363157 2779 360378 157 2759 2736 134 113 60 2714 2692 53 360221 1979 828 60 1151 768 1130 358242 68 358174 28873 329301 41 48 internal_count=363245 88 64 363157 2779 360378 157 2759 2736 134 113 60 2714 2692 53 360221 1979 828 60 1151 768 1130 358242 68 358174 28873 329301 41 48 cat_boundaries=0 5 11 12 18 cat_threshold=1048576 0 0 0 2176 2147332 64 528465 0 4194304 1027 272 8388608 0 67108864 262144 512 40 is_linear=0 shrinkage=0.01 Tree=399 num_leaves=22 num_cat=1 split_feature=17 4 13 12 12 1 8 11 4 16 8 9 3 24 1 1 1 26 8 11 18 split_gain=4.41502e+06 1.1134e+07 1.96258e+06 4.70748e+06 2.60094e+06 1.1851e+07 2.54176e+06 7.54484e+06 9.06042e+06 2.15952e+06 2.07355e+06 2.93698e+06 1.81768e+06 8.35181e+06 3.53833e+07 2.44952e+07 2.29292e+06 3.84864e+06 2.02801e+06 1.14e+06 1.05843e+06 threshold=2732.1750000000006 1876.5445000000002 1950.3035000000002 2813.3566500000006 2813.3566500000006 340.60150000000004 2877.4750000000008 6.8200000000000012 970.01225000000011 350.00162850000009 7.7340000000000009 732.3900000000001 566.70675000000006 0 2779.5510000000008 2779.5510000000008 2779.5510000000008 2022.5000000000002 1926.0125000000005 611.34250000000009 321.88825000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=2 19 4 9 6 -6 12 -8 -9 10 -4 -12 16 14 -14 -15 18 -18 -1 -2 -11 right_child=1 -3 3 -5 5 -7 7 8 -10 20 11 -13 13 15 -16 -17 17 -19 -20 -21 -22 leaf_value=-0.00014660488053152732 -1.1742451798064368 -8.6018742588588175 -1.1519168124137782 -5.5419683029538112 -1.3970144844405792 8.3040760889053349 1.4176812498193039 -0.17991316931588308 -9.5845366439819344 -3.9393728246688839 -0.52110841187563806 4.7072307114374068 0.59506149536695807 -0.057998134177724911 10.966746097452502 -8.6859432085822608 -4.2380349650102502 0.28777337755475724 1.6022468905282927 1.9516846442222595 -0.72497783115931924 leaf_weight=360644 28 21 39 21 34 20 38 21 20 20 22 21 1010 1022 34 34 34 42 79 20 21 leaf_count=360644 28 21 39 21 34 20 38 21 20 20 22 21 1010 1022 34 34 34 42 79 20 21 internal_value=0 -2.52876 0.0010189 -1.16618 0.00148188 2.19598 0.00115541 -1.79237 -4.76753 -0.4191 0.517838 2.03227 0.00154584 0.294898 0.923986 -0.332642 -0.00016159 -1.73693 0.000204327 0.128226 -2.29298 internal_weight=0 69 363176 144 363032 54 362978 79 41 123 82 43 362899 2100 1044 1056 360799 76 360723 48 41 internal_count=363245 69 363176 144 363032 54 362978 79 41 123 82 43 362899 2100 1044 1056 360799 76 360723 48 41 cat_boundaries=0 1 cat_threshold=2416 is_linear=0 shrinkage=0.01 Tree=400 num_leaves=28 num_cat=1 split_feature=4 17 2 0 2 20 0 2 3 0 2 2 3 3 10 24 14 5 2 26 5 9 9 2 26 18 5 split_gain=9.78104e+06 5.37202e+07 1.35244e+08 3.18662e+06 2.55405e+07 2.70178e+06 1.17766e+07 2.69039e+06 3.88175e+06 2.66195e+06 2.38246e+06 2.19036e+06 1.21283e+06 2.05404e+06 3.94117e+07 1.63993e+06 3.45288e+06 3.17398e+06 1.03265e+06 3.89124e+06 841206 2.1408e+06 1.11736e+06 723350 368339 339032 72899.2 threshold=2632.2792750000003 164.97000000000003 2593.0505000000003 2773.7250000000004 2593.0505000000003 1756.0800000000002 257.57200000000006 1092.7150000000004 476.54200000000009 34.002500000000005 1254.2925000000002 257.07623000000007 14.222000000000001 14.733500000000003 59.344000000000001 0 1541.2800000000002 1874.1882800000003 11.926500000000003 2022.5000000000002 1874.1882800000003 26.246250000000003 2724.2674800000009 2593.0505000000003 2022.5000000000002 172.52400000000003 88.136250000000032 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 left_child=3 2 9 5 7 12 25 8 18 -2 11 -11 20 14 26 16 -15 -17 19 -5 22 24 23 -1 -22 -7 -14 right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13 13 15 -16 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.0053607957308731491 2.0349606523758323 -8.5513730981614859 23.583894382599862 3.7492909188106145 -11.679533578781855 0.043389075756072995 8.4505014328956598 3.0417813142140706 -4.3314345128195626 -0.42071925943548033 1.1215247189557112 -4.8830418283289125 -0.02904538953641965 -0.048103007460100801 14.105696773869653 0.090132614932864674 -3.6292468145158558 1.7416722640013083 -1.2316122950678285 -1.7585669894840408 -1.0624817408048191 -3.8595582275390625 1.8934336053171468 1.1856691245471731 0.45905485153198244 -1.6374644327163697 0.57837943423362004 leaf_weight=331503 39 36 31 29 21 30 20 27 21 22 27 22 334 9550 21 21481 27 117 23 23 26 20 31 51 41 20 21 leaf_count=331503 39 36 31 29 21 30 20 27 21 22 27 22 334 9550 21 21481 27 117 23 23 26 20 31 51 41 20 21 internal_value=0 2.35149 5.1352 0.00016694 -1.48713 0.000756467 1.96518 0.253035 -0.5313 -0.0639828 -1.21692 -2.65188 0.000377885 0.0596243 0.79432 0.0507631 -0.0581385 0.0990334 0.532738 1.31312 -0.00525805 -0.988442 -0.00500009 -0.00517759 -0.131392 -0.628952 0.00688678 internal_weight=0 177 141 363437 144 363293 70 123 96 110 71 44 363223 31551 376 31175 9577 21598 75 52 331672 87 331585 331554 67 50 355 internal_count=363614 177 141 363437 144 363293 70 123 96 110 71 44 363223 31551 376 31175 9577 21598 75 52 331672 87 331585 331554 67 50 355 cat_boundaries=0 1 cat_threshold=143 is_linear=0 shrinkage=0.01 Tree=401 num_leaves=27 num_cat=1 split_feature=4 17 3 1 1 17 3 13 11 14 18 5 6 8 26 6 1 10 9 25 18 11 9 3 14 17 split_gain=9.5864e+06 5.26512e+07 9.7112e+07 4.1761e+06 9.11444e+06 1.87481e+06 1.17405e+07 2.90537e+06 3.64903e+06 2.26155e+06 3.1599e+06 1.41443e+06 9.34854e+06 3.49507e+06 3.20246e+06 2.39907e+06 4.64294e+06 4.36498e+06 1.20821e+06 1.1819e+06 870784 585478 553088 318655 296423 7566.01 threshold=2632.2792750000003 164.97000000000003 2692.2960000000003 1891.4572200000002 522.78869700000007 1471.0585000000003 1278.9218000000003 2899.2375000000006 1156.9900000000002 73.027707000000007 30.921500000000005 2763.7525000000005 1295.575 1.6605000000000001 2022.5000000000002 1913.0125000000005 104.96200000000002 686.95125000000019 2724.2674800000009 0 1160.0500000000002 44.815425000000005 14.478500000000002 148.57200000000003 602.7274450000001 1772.4296500000003 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 left_child=5 2 3 4 23 7 9 11 -9 10 25 15 13 14 -13 18 22 -18 19 -1 24 -20 -17 -2 -11 -7 right_child=1 -3 -4 -5 -6 6 -8 8 -10 20 -12 12 -14 -15 -16 16 17 -19 21 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.17928502504073662 -1.1964924963315329 -8.4658590671751242 19.257123120625813 -3.2518695319615878 7.2024790859222412 0.053129003763198852 7.3796722190856929 -0.14900712349017461 -5.5840547943115233 -1.1111889514216671 4.4356976457075641 5.1821370731700549 -5.8882563400268557 -1.9260583163845926 -0.049157312011718746 -0.04797997716873411 0.97553803363316494 5.1059511146545411 2.6542794692993166 -0.002288696537310815 -2.5473805559914688 0.38934975533258348 -1.7168467011945001 0.31036094002101733 0.39995534057617188 -0.19634352944550976 leaf_weight=3611 36 36 36 26 20 20 25 30 21 27 22 22 30 31 25 63 71 40 25 359239 29 21 29 23 25 31 leaf_count=3611 36 36 36 26 20 20 25 30 21 27 22 22 30 31 25 63 71 40 25 359239 29 21 29 23 25 31 internal_value=0 2.32797 5.08384 0.224434 1.36853 0.000165271 1.02333 -0.000338906 -2.38697 -0.00854529 1.26796 -3.78571e-06 -1.14424 0.680388 2.39953 0.000336554 1.08714 2.46398 -0.000271393 -0.000476839 -1.15898 1.62029 -0.574036 -0.609075 -0.384677 -0.0985112 internal_weight=0 177 141 105 79 363437 179 363258 51 154 73 363207 108 78 47 363099 203 111 362896 362850 81 46 92 59 52 51 internal_count=363614 177 141 105 79 363437 179 363258 51 154 73 363207 108 78 47 363099 203 111 362896 362850 81 46 92 59 52 51 cat_boundaries=0 6 cat_threshold=1048576 0 0 4194304 2176 4104 is_linear=0 shrinkage=0.01 Tree=402 num_leaves=29 num_cat=1 split_feature=4 17 2 0 2 0 20 0 2 3 2 2 3 25 12 6 3 7 17 2 26 6 10 20 2 26 0 12 split_gain=9.39563e+06 5.16034e+07 1.31274e+08 3.13073e+06 2.49958e+07 2.68237e+06 2.64255e+06 1.15211e+07 2.63321e+06 3.81655e+06 2.32159e+06 2.20256e+06 1.19347e+06 3.7742e+06 4.98219e+06 4.52536e+06 3.17307e+06 7.62951e+06 2.16204e+06 1.01398e+06 3.81362e+06 851800 1.35886e+06 1.46622e+06 934941 1.63857e+06 760032 315823 threshold=2632.2792750000003 164.97000000000003 2593.0505000000003 2773.7250000000004 2593.0505000000003 34.002500000000005 1756.0800000000002 257.57200000000006 1092.7150000000004 476.54200000000009 1254.2925000000002 257.07623000000007 314.62380000000002 0 1922.9850000000004 1913.0125000000005 2692.2960000000003 759.38475000000005 1471.0585000000003 11.926500000000003 2022.5000000000002 1118.3050000000001 1797.2975000000001 60.060520000000011 2593.0505000000003 2022.5000000000002 1836.963 114.52500000000002 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 2 5 6 8 -2 12 27 9 19 11 -7 21 16 15 -15 18 -18 -14 20 -5 24 23 -23 26 -26 -1 -8 right_child=1 -3 -4 4 -6 10 7 -9 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 leaf_value=-0.0020386481129174975 2.0176919335585373 -8.3812004190021092 23.208873510053081 3.7116329219423494 -11.557167877923876 -0.42577554009177471 0.026601263523101805 8.3580983724594109 3.0064279464439108 -4.2965638501303536 1.0617462779857494 -4.9005173752524636 0.37036696170605882 -0.12028506570716495 -4.5550480178833013 3.7280914614277503 -0.26891551352835991 6.7223442656905563 2.9151540348109073 -1.2217309752754544 -1.7410175572270934 0.15958427386491841 2.9512354875178564 2.8281808298284359 3.0208085441589354 -0.20465665446387399 -0.88733498986234371 -1.5956991915702821 leaf_weight=358562 39 36 31 29 21 22 30 20 27 21 27 22 1848 2134 25 31 37 27 34 23 23 321 21 22 28 36 97 20 leaf_count=358562 39 36 31 29 21 22 30 20 27 21 27 22 1848 2134 25 31 37 27 34 23 23 321 21 22 28 36 97 20 internal_value=0 2.30469 5.03301 0.000163667 -1.47403 -0.0892846 0.000748001 1.94351 0.247478 -0.528476 -1.24664 -2.66315 0.000373592 0.169273 -0.115906 -0.0651813 0.488296 2.68052 0.416341 0.526589 1.29988 -0.00157181 0.48193 0.330748 -0.00206242 1.20648 -0.00227808 -0.622319 internal_weight=0 177 141 363437 144 110 363293 70 123 96 71 44 363223 4136 2190 2165 1946 64 1882 75 52 359087 364 343 358723 64 358659 50 internal_count=363614 177 141 363437 144 110 363293 70 123 96 71 44 363223 4136 2190 2165 1946 64 1882 75 52 359087 364 343 358723 64 358659 50 cat_boundaries=0 6 cat_threshold=3195904 142607424 201851216 65536 4211712 1090 is_linear=0 shrinkage=0.01 Tree=403 num_leaves=33 num_cat=2 split_feature=4 2 10 1 1 0 2 20 0 2 3 9 3 1 24 4 12 3 10 9 1 11 1 24 0 6 6 2 1 18 3 26 split_gain=9.20866e+06 4.03026e+07 8.90254e+07 4.28207e+06 8.79102e+06 3.06842e+06 2.44984e+07 2.58996e+06 1.12919e+07 2.58081e+06 3.7406e+06 1.30522e+06 1.17757e+06 2.30889e+06 1.63823e+07 1.23874e+07 4.62783e+06 2.05852e+06 3.86274e+07 1.36858e+06 1.1574e+06 1.15376e+06 1.14858e+06 1.58517e+06 2.48274e+06 1.04926e+06 2.33754e+06 1.1827e+06 977381 329675 304384 49023 threshold=2632.2792750000003 2593.0505000000003 102.49080000000001 1461.4925000000003 469.42150000000009 2773.7250000000004 2593.0505000000003 1756.0800000000002 257.57200000000006 1092.7150000000004 476.54200000000009 564.5870000000001 14.222000000000001 1461.4925000000003 0 103.76505 787.1346400000001 14.733500000000003 59.344000000000001 2724.2674800000009 194.40750000000003 26.141250000000007 1256.4300000000001 1 531.67662500000017 1118.3050000000001 1295.575 2593.0505000000003 1891.4572200000002 172.52400000000003 137.82020000000003 2022.5000000000002 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 2 2 2 2 2 left_child=5 3 -3 4 21 7 9 12 29 10 20 -5 22 17 15 -15 -16 18 -14 -19 31 30 25 28 -25 27 -27 -1 -24 -9 -2 -7 right_child=1 2 -4 11 -6 6 -8 8 -10 -11 -12 -13 13 14 16 -17 -18 19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31 -32 -33 leaf_value=-0.0053389487625796761 -0.64973116189241409 26.135455219268799 -2.7123161680802053 -4.9420425319671635 6.6393506393432622 0.059316409917978145 -11.441596033005487 0.04690283044179281 8.2745171785354614 2.9763637832359029 -4.2535980892181398 -1.372532062076387 0.0068509609465238078 9.8807169635479273 -2.5308516785273185 2.1164502353084331 1.8179195272922517 0.04418084867226834 13.964682982308526 -1.9933788669470585 2.5133636256626675 -2.8220882907367888 -0.41389138727921704 -0.68862742119886744 -3.7673263974623246 2.6352853993574779 0.14721250051832468 1.6342708925767377 1.5728431682586672 -1.6105935809612273 0.92288402366638178 -0.54370248760495865 leaf_weight=331138 32 20 23 20 20 26 21 30 20 27 21 21 355 26 104 98 32 30882 21 33 21 21 65 127 33 48 177 44 40 20 20 28 leaf_count=331138 32 20 23 20 20 26 21 30 20 27 21 21 355 26 104 98 32 30882 21 33 21 21 65 127 33 48 177 44 40 20 20 28 internal_value=0 2.28165 10.7053 -0.421452 0.765478 0.00016203 -1.45929 0.00074052 1.92408 0.245004 -0.523191 -3.11376 0.000369856 0.0587486 0.997214 3.46501 -1.40435 0.0509508 0.786411 0.0420059 0.521323 -0.843802 -0.00518355 -0.66327 -1.24575 -0.00465733 0.678001 -0.00512111 0.313137 -0.616096 -0.0448792 -0.25336 internal_weight=0 177 43 134 93 363437 144 363293 70 123 96 41 363223 31551 260 124 136 31291 376 30915 75 73 331672 265 160 331407 225 331182 105 50 52 54 internal_count=363614 177 43 134 93 363437 144 363293 70 123 96 41 363223 31551 260 124 136 31291 376 30915 75 73 331672 265 160 331407 225 331182 105 50 52 54 cat_boundaries=0 1 2 cat_threshold=865 282 is_linear=0 shrinkage=0.01 Tree=404 num_leaves=22 num_cat=3 split_feature=4 17 2 1 1 0 2 10 4 2 3 16 1 3 25 3 24 1 24 7 6 split_gain=9.02541e+06 5.02795e+07 1.27673e+08 3.01274e+06 6.70987e+06 3.00736e+06 2.40109e+07 2.57705e+06 8.45275e+06 2.52945e+06 3.66617e+06 1.89847e+06 1.13437e+06 1.07655e+06 2.13999e+06 3.68681e+07 1.22466e+06 1.08507e+06 1.52463e+06 1.07355e+06 367192 threshold=2632.2792750000003 259.93750000000006 2593.0505000000003 1461.4925000000003 175.09550000000004 2773.7250000000004 2593.0505000000003 2855.9890500000006 53.21200000000001 1092.7150000000004 476.54200000000009 2836.7725000000005 194.40750000000003 14.222000000000001 0 15.5815 1 1256.4300000000001 2 2690.3565000000003 174.26414450000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 1 2 2 left_child=5 2 3 4 20 7 9 11 -9 10 12 13 -7 17 15 -15 -16 19 -19 -1 -2 right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12 -13 -14 14 16 -17 -18 18 -20 -21 -22 leaf_value=-0.0048274447528967738 -0.20300211988176617 -8.6716057281524819 22.817793480657762 -2.4964492217037413 5.8240028236025854 -0.25082649425224024 -11.327180513654437 -1.8674806123971939 5.1081131162141498 2.9466000804194699 -4.2110621161687947 2.2654199470056073 2.4882298678443546 13.986405174732209 -0.051098827999412039 0.21715775535571952 0.08536189238142175 0.31000592596634574 -1.2201211671152059 1.9892695236206055 -1.9015536651611329 leaf_weight=331369 35 34 31 36 21 54 21 32 38 27 21 37 21 20 9507 702 21297 105 159 27 20 leaf_count=331369 35 34 31 36 21 54 21 32 38 27 21 37 21 20 9507 702 21297 105 159 27 20 internal_value=0 2.25883 4.85767 -0.113431 1.01537 0.00016041 -1.4447 0.000733115 1.91927 0.242554 -0.517959 0.000363376 0.516109 0.000132621 0.0559751 0.5904 0.0432433 -0.0051755 -0.646022 -0.00466498 -0.820657 internal_weight=0 177 143 112 76 363437 144 363293 70 123 96 363223 75 363186 31526 722 30804 331660 264 331396 55 internal_count=363614 177 143 112 76 363437 144 363293 70 123 96 363223 75 363186 31526 722 30804 331660 264 331396 55 cat_boundaries=0 5 6 7 cat_threshold=8388608 0 64 16896 1152 143 282 is_linear=0 shrinkage=0.01 Tree=405 num_leaves=27 num_cat=3 split_feature=17 4 4 9 13 2 5 2 3 1 13 9 0 25 2 3 14 24 1 0 5 6 9 0 24 3 split_gain=5.77421e+06 2.78388e+07 1.62451e+07 7.38494e+07 1.97121e+07 1.27478e+07 7.76286e+06 4.84646e+06 1.28062e+07 9.15672e+06 3.6464e+06 3.16634e+06 2.60636e+06 2.07425e+07 4.37176e+07 1.72863e+07 3.92403e+06 3.63993e+06 2.97665e+06 2.14361e+06 1.19504e+06 1.38468e+06 4.12512e+06 1.07528e+06 804250 697266 threshold=2732.1750000000006 1291.5535000000002 2632.2792750000003 2724.2674800000009 320.24300000000005 2593.0505000000003 575.25150000000008 2593.0505000000003 1854.9329420000001 1891.4572200000002 250.65000000000003 26.246250000000003 988.99750000000006 0 10.603500000000002 191.28750000000002 1012.3383000000001 1 1097.7209 312.01600000000002 2763.7525000000005 1118.3050000000001 1889.5600000000002 207.30054000000004 2 65.182000000000002 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 1 2 left_child=2 10 7 4 5 6 19 12 9 11 -2 25 20 14 -14 -16 17 -15 -18 -4 21 24 -23 -22 -1 -9 right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 13 16 15 -17 18 -19 -20 -21 23 22 -24 -25 -26 -27 leaf_value=-0.050649728524182709 -1.0671831345274334 -12.100986113114791 -0.086087858835856124 20.196522397128021 8.3765912066973165 -7.424831895094651 5.2602495223999028 -1.1595536470413208 -8.1811156330658843 5.5569526072910858 4.8990429482460023 -4.300388365983963 15.394070471401871 0.49250549697237356 -6.288453521728516 4.1543732227998627 0.018531875281498349 -0.80584483289665176 4.3508582916259764 -4.0207614927291875 -0.49895424058702254 0.73063975967860995 -3.3585761407705457 -3.2856957812309266 0.0033932109976461044 1.0251549820672898 leaf_weight=30027 21 22 45 22 26 26 25 48 26 21 20 32 29 410 23 51 29 436 35 20 45 482 26 20 330813 21 leaf_count=30027 21 22 45 22 26 26 25 48 26 21 20 32 29 410 23 51 29 436 35 20 45 482 26 20 330813 21 internal_value=0 -3.02622 0.00148957 3.14809 0.50678 -1.25714 0.524634 6.63003e-05 -1.80916 -0.451203 1.84317 -1.70042 0.000805115 0.507334 4.54572 0.90863 0.000285845 -0.180324 2.38777 -1.29676 -0.00061463 -0.000370746 0.521349 -1.35641 -0.00110524 -0.494642 internal_weight=0 63 362738 164 142 116 90 362574 148 122 41 101 362426 1013 103 74 910 846 64 65 361413 361348 508 65 360840 69 internal_count=362801 63 362738 164 142 116 90 362574 148 122 41 101 362426 1013 103 74 910 846 64 65 361413 361348 508 65 360840 69 cat_boundaries=0 3 4 5 cat_threshold=1049088 0 16 1386 128 is_linear=0 shrinkage=0.01 Tree=406 num_leaves=23 num_cat=1 split_feature=18 4 3 26 5 2 7 2 1 26 8 4 5 4 10 24 9 2 20 13 26 1 split_gain=6.58775e+06 1.03787e+07 4.86589e+07 8.10679e+07 7.39944e+06 6.44881e+06 4.67414e+06 9.84978e+06 6.34154e+06 7.42893e+06 6.16984e+06 4.60177e+06 2.29692e+06 1.92892e+06 5.75283e+06 2.65674e+06 1.28089e+06 1.20682e+06 842514 659894 296317 130856 threshold=2924.8625000000006 2632.2792750000003 2692.2960000000003 2022.5000000000002 911.29109000000005 1800.6974500000001 2690.3565000000003 1444.3300000000002 2779.5510000000008 2022.5000000000002 9.3820000000000032 104.57750000000001 575.25150000000008 480.16275000000002 2855.9890500000006 0 92.591000000000022 2593.0505000000003 834.96350000000007 267.20500000000004 2022.5000000000002 5.9005000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 6 5 -4 -2 12 8 16 13 11 -11 -10 21 17 15 -15 -8 18 -1 -18 -19 -3 right_child=4 2 3 -5 -6 -7 7 -9 9 10 -12 -13 -14 14 -16 -17 19 20 -20 -21 -22 -23 leaf_value=-0.0011294409514828708 -0.48759736951192217 -0.36079768131940798 -1.440526856509122 26.377269397735596 -8.3401113586425772 -5.5497238436612211 0.84873151991102436 -8.2539861061459501 7.0840383105807838 -3.2289407588589576 3.1880694869468953 1.1937183634440105 2.3677271988517359 0.57873718593845935 5.3734393137151537 -0.090328122781873049 -3.036244640350342 -0.52954285621643071 -0.69318098376420412 -0.49816992441813152 -1.7942313684116709 -1.2766681964580828 leaf_weight=359729 30 39 22 20 20 22 36 21 36 31 29 21 38 1147 22 1219 20 32 176 21 44 26 leaf_count=359729 30 39 22 20 20 22 36 21 36 31 29 21 38 1147 22 1219 20 32 176 21 44 26 internal_value=0 0.00145436 2.49383 11.806 -3.6286 -0.635078 0.000306417 -2.18332 0.000896773 2.32864 -0.127386 4.91392 0.414652 0.000145204 0.283418 0.236089 -0.52769 -0.00173394 -0.00146787 -1.73626 -1.26173 -0.727146 internal_weight=0 362751 167 42 50 125 362584 98 362486 117 60 57 103 362369 2388 2366 77 359981 359905 41 76 65 internal_count=362801 362751 167 42 50 125 362584 98 362486 117 60 57 103 362369 2388 2366 77 359981 359905 41 76 65 cat_boundaries=0 1 cat_threshold=3409 is_linear=0 shrinkage=0.01 Tree=407 num_leaves=27 num_cat=3 split_feature=18 4 3 26 6 2 2 3 1 1 25 2 0 5 8 4 25 7 1 8 3 7 6 24 7 0 split_gain=6.45665e+06 1.01721e+07 4.76905e+07 7.94546e+07 8.40199e+06 6.32048e+06 4.59872e+06 1.48307e+07 9.56515e+06 3.75076e+06 1.08133e+07 1.34743e+07 7.05549e+06 2.25121e+06 1.7468e+06 1.57893e+06 4.76908e+06 5.36373e+06 1.52642e+06 1.50266e+06 1.33535e+06 1.32484e+06 1.01628e+06 2.57798e+06 1.02953e+06 387489 threshold=2924.8625000000006 2632.2792750000003 2692.2960000000003 2022.5000000000002 1118.3050000000001 1800.6974500000001 2593.0505000000003 1854.9329420000001 1891.4572200000002 1891.4572200000002 0 957.78375000000017 988.99750000000006 575.25150000000008 704.68026050000014 480.16275000000002 1 1489.0961200000002 959.97700000000009 103.56378000000002 1854.9329420000001 54.07800000000001 1118.3050000000001 2 2690.3565000000003 186.04750000000004 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 1 2 2 left_child=1 6 5 -4 -2 13 9 8 18 15 14 12 -12 25 21 22 20 -18 19 -8 -17 -11 24 -24 -1 -3 right_child=4 2 3 -5 -6 -7 7 -9 -10 10 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 leaf_value=-0.001899193875580778 -0.2452795302073161 -0.20514162254333496 -1.4261206401478159 26.113496685028078 -8.6128729782104489 -5.4942265822670677 -0.05936393068547835 -8.6212396582273332 6.022501514434814 -1.238494690145765 0.14607014241171817 8.459506085479962 5.6629023602803548 2.3440498527727631 0.78829573103359762 -0.2086908535610828 0.53195216533390843 4.1215365334444263 -3.9494781821114673 -3.1361350519006903 -2.1986985277448379 -3.9700337659395659 1.6995994999139541 -0.042231186474657227 -1.4665310136477152 -1.8780233268737794 leaf_weight=359419 30 45 22 20 20 22 57 26 20 56 102 34 30 38 28 922 1304 43 21 22 35 26 114 277 48 20 leaf_count=359419 30 45 22 20 20 22 57 26 20 56 102 34 30 38 28 922 1304 43 21 22 35 26 114 277 48 20 internal_value=0 0.00143995 2.46889 11.688 -3.59232 -0.628727 0.000303487 -1.77411 -0.290564 0.00101827 1.16632 2.68414 1.3999 0.410505 -1.2542 0.000130203 0.261078 0.641777 -1.55318 -0.916186 -0.27856 -2.10459 -0.00154052 0.508005 -0.00209477 -0.719874 internal_weight=0 362751 167 42 50 125 362584 146 120 362438 276 166 132 103 110 362162 2304 1347 100 79 957 82 359858 391 359467 65 internal_count=362801 362751 167 42 50 125 362584 146 120 362438 276 166 132 103 110 362162 2304 1347 100 79 957 82 359858 391 359467 65 cat_boundaries=0 4 11 12 cat_threshold=32768 0 4096 1073741824 2291400708 134479972 134218049 1081147424 2097152 1 2 3088 is_linear=0 shrinkage=0.01 Tree=408 num_leaves=23 num_cat=0 split_feature=18 9 5 8 5 8 5 1 5 0 5 3 26 10 5 8 26 19 5 13 13 8 split_gain=6.32817e+06 1.00618e+07 5.00393e+07 8.36091e+06 7.13557e+06 4.87553e+06 9.38429e+06 8.56188e+06 2.54804e+07 5.78846e+07 5.15205e+06 3.97949e+06 3.29481e+06 1.83427e+06 1.03923e+07 1.35721e+06 2.62323e+06 1.04732e+06 853538 708480 515814 328347 threshold=2924.8625000000006 2724.2674800000009 2763.7525000000005 1926.0125000000005 911.29109000000005 2877.4750000000008 1874.1882800000003 2779.5510000000008 14.489570000000002 1501.0951200000002 911.29109000000005 1471.8415000000002 2022.5000000000002 2855.9890500000006 575.25150000000008 1926.0125000000005 2022.5000000000002 1711.5412500000002 164.91500000000005 545.24750000000006 120.81181000000002 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 left_child=1 5 3 19 -2 7 18 13 9 12 -10 -12 -9 15 20 17 -17 -1 -7 21 -15 -3 right_child=4 2 -4 -5 -6 6 -8 8 10 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=-0.0002996555142395848 -0.47190100606282548 0.73481120064145045 14.32562997094516 -6.5043516311645515 -8.1831325225830067 0.31092872873942057 -8.0037785564769397 3.4833441279484676 -5.8382409846264389 20.560314948672339 -3.2923273925781253 2.7474310080210369 -1.5041760441108987 -0.17505058006004054 7.1266741329690682 3.6321680221557622 0.16472912210226059 -1.1518239163748825 -2.057148177727409 -0.4877511932373047 -2.2938925819396974 2.4829645999995145 leaf_weight=362144 30 21 29 20 20 45 22 26 23 21 20 24 27 27 23 30 80 79 23 25 20 22 leaf_count=362144 30 21 29 20 20 45 22 26 23 21 20 24 27 27 23 30 80 79 23 25 20 22 internal_value=0 0.00142601 2.93349 -0.820734 -3.55639 0.000480009 -2.32673 0.00105773 2.46477 6.50974 -2.0028 0.00208628 0.942532 9.91717e-05 1.6187 -0.000213531 1.11039 -0.0005508 -0.490038 0.850919 -1.07669 1.62922 internal_weight=0 362751 117 88 50 362634 90 362544 141 74 67 44 53 362403 70 362333 110 362223 68 68 47 43 internal_count=362801 362751 117 88 50 362634 90 362544 141 74 67 44 53 362403 70 362333 110 362223 68 68 47 43 is_linear=0 shrinkage=0.01 Tree=409 num_leaves=21 num_cat=0 split_feature=17 4 9 4 8 4 8 3 7 9 2 13 19 2 4 4 0 26 3 7 split_gain=5.55668e+06 2.68901e+07 1.54187e+07 7.01271e+07 5.95706e+06 1.06736e+07 4.26881e+06 3.81256e+06 2.41738e+07 5.53629e+07 7.93378e+06 3.54012e+06 2.00332e+06 1.71804e+06 3.52172e+06 2.11764e+06 1.24267e+06 1.22158e+06 1.11901e+06 487332 threshold=2732.1750000000006 1291.5535000000002 2724.2674800000009 2632.2792750000003 2877.4750000000008 1115.3337000000004 1926.0125000000005 2692.2960000000003 111.36450000000001 176.8184 1800.6974500000001 250.65000000000003 2812.9105000000004 1800.6974500000001 1517.5820000000001 480.16275000000002 474.32500000000005 2022.5000000000002 1.2805000000000002 19.649875000000005 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 4 6 7 19 16 12 10 -10 17 -2 13 15 -15 -1 18 -9 -4 -6 right_child=1 -3 3 -5 5 -7 -8 8 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 leaf_value=-0.0012145535656293543 -1.0506169681605839 -11.887481963417747 1.3910213256835937 19.713764320720326 1.1893071597555409 -7.0977819812659062 -4.3086061019897457 1.6896229142409105 19.519368930998304 -1.6508009708722433 -7.2292614326477054 4.8280172405578199 2.7760354489546559 -0.32268369019540971 -3.533494396686554 0.30116816208335673 2.8379204758353853 -1.2495841627736246 -1.7824806234836579 -0.706898749813889 leaf_weight=359780 21 22 25 22 23 33 20 26 21 30 20 20 26 234 40 2331 23 31 20 33 leaf_count=359780 21 22 25 22 23 33 20 26 21 30 20 20 26 234 40 2331 23 31 20 33 internal_value=0 -2.96869 0.00144208 3.74481 0.000306568 -2.58652 -0.247432 0.000941611 1.72649 7.06633 -1.81029 1.81701 0.000332164 0.000133016 -0.791415 0.00073196 0.947031 0.0911068 -0.019424 0.0719001 internal_weight=0 63 362738 110 362628 89 88 362539 128 51 77 41 362411 362385 274 362111 68 57 45 56 internal_count=362801 63 362738 110 362628 89 88 362539 128 51 77 41 362411 362385 274 362111 68 57 45 56 is_linear=0 shrinkage=0.01 Tree=410 num_leaves=32 num_cat=4 split_feature=0 1 9 1 1 14 19 1 3 18 12 2 25 1 1 11 25 2 8 0 1 12 2 10 8 7 26 25 25 26 11 split_gain=7.55861e+06 2.08014e+07 9.9249e+07 7.1356e+06 8.59166e+06 4.70414e+06 2.17015e+06 4.23507e+06 2.6983e+06 2.39545e+07 4.18639e+07 9.533e+06 4.00853e+06 1.04558e+07 4.14555e+06 920804 2.41964e+06 1.7428e+06 5.12948e+06 3.10047e+06 1.61007e+06 1.62126e+06 1.21152e+06 2.41696e+06 1.46415e+06 986823 919351 2.7081e+06 1.49403e+06 483433 118979 threshold=2773.7250000000004 2779.5510000000008 149.28375000000003 554.77325000000008 112.91100000000002 207.44414000000003 2191.9772225000002 315.10000000000008 1471.8415000000002 321.88825000000003 483.50625000000008 2593.0505000000003 0 522.78869700000007 1891.4572200000002 177.60300000000004 1 2593.0505000000003 37.207300000000011 172.16250000000002 959.97700000000009 168.39433550000001 957.78375000000017 48.803250000000013 1548.5050000000003 710.08000000000004 2022.5000000000002 2 3 2022.5000000000002 17.816616500000006 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 2 2 9 9 2 2 left_child=6 3 -3 4 29 -5 8 30 15 11 -11 12 13 -10 -14 17 22 26 19 -19 25 -22 24 -24 -17 -18 27 -1 -28 -2 -8 right_child=1 2 -4 5 -6 -7 7 -9 9 10 -12 -13 14 -15 -16 16 20 18 -20 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31 -32 leaf_value=0.09490755767683183 0.86935818045479907 24.743959579467774 -4.212613937772554 -4.6293305392143056 7.1408153500764264 1.3357819147109984 0.3020997444152832 -5.6525216598510744 -0.15285810032406369 18.479488250732423 -0.93121678161621091 -4.8327439957696035 0.18337980722126207 6.0940712629045759 -4.0311951500750505 0.26827248268150194 0.0040569556027699556 1.320643485219855 -2.8749392237663267 6.1849533739089964 0.1857084154199671 -3.0559206430117292 4.4564076149463654 0.74493829290350011 2.1114420866966248 -0.92802099351088208 -0.10702537790652757 -0.005247251001116976 -0.0094438728819745375 -0.83122020810842512 -0.69450239181518558 leaf_weight=33003 35 20 29 39 23 20 25 20 74 20 25 37 228 42 26 2102 2126 38 20 20 27 36 20 143 44 120 17394 148159 159393 32 23 leaf_count=33003 35 20 29 39 23 20 25 20 74 20 25 37 228 42 26 2102 2126 38 20 20 27 36 20 143 44 120 17394 148159 159393 32 23 internal_value=0 1.9543 7.6064 0.0955637 1.86741 -2.60726 -6.48959e-05 -1.78635 0.000269635 0.772427 7.69576 0.00694714 0.490916 1.94158 -0.238638 -0.00069278 0.139612 -0.0025025 1.49211 2.99799 -0.0895802 -1.66665 0.367601 1.20033 0.306063 -0.0457424 -0.00282819 0.0130033 -0.0190515 0.0571416 -0.175439 internal_weight=0 198 49 149 90 59 363165 68 363097 452 45 407 370 116 254 362645 4618 358027 78 58 2309 63 2309 163 2146 2246 357949 181162 176787 67 48 internal_count=363363 198 49 149 90 59 363165 68 363097 452 45 407 370 116 254 362645 4618 358027 78 58 2309 63 2309 163 2146 2246 357949 181162 176787 67 48 cat_boundaries=0 6 13 19 26 cat_threshold=1081344 0 0 0 0 2147483648 204785312 134251520 201854977 4194304 6313216 1155 2 1097728 1073741892 2484081489 1078132784 21023248 8388610 3222306816 4 69633 1075011600 4228144 525314 1 is_linear=0 shrinkage=0.01 Tree=411 num_leaves=35 num_cat=2 split_feature=4 2 12 1 1 7 1 9 1 24 0 0 0 4 2 2 11 0 25 2 2 2 0 9 11 9 10 3 7 1 15 6 13 26 split_gain=9.32396e+06 3.89615e+07 1.26722e+08 9.07198e+06 6.53211e+06 2.74736e+06 1.23938e+07 2.68364e+06 2.41415e+06 1.35297e+07 5.27008e+06 7.91237e+06 5.42768e+06 4.65358e+06 2.98571e+06 6.16468e+06 1.89461e+06 1.37638e+06 1.21951e+07 2.61296e+07 7.52417e+06 7.61063e+06 6.47814e+06 5.59874e+06 1.27322e+06 1.21054e+06 2.45983e+06 1.55145e+06 1.4826e+06 916359 908290 535663 469466 145165 threshold=2632.2792750000003 2593.0505000000003 85.539750000000012 2779.5510000000008 629.11000000000013 2690.3565000000003 1461.4925000000003 92.591000000000022 1891.4572200000002 0 562.18200000000013 1114.9175000000002 1836.963 22.317000000000004 1800.6974500000001 1092.7150000000004 241.39650000000003 1114.9175000000002 1 10.603500000000002 14.655600000000002 62.562516500000008 2773.7250000000004 679.93910000000005 137.82020000000003 1889.5600000000002 983.00100000000009 2692.2960000000003 111.36450000000001 2779.5510000000008 2640.1488000000004 275.94813500000004 360.93040650000006 2022.5000000000002 decision_type=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 2 2 2 2 2 2 2 left_child=5 3 -3 4 24 8 7 -7 17 14 13 -12 -13 29 15 16 -10 25 19 -19 22 -22 -20 -21 33 27 31 30 -29 -11 -1 -27 -9 -2 right_child=1 2 -4 -5 -6 6 -8 32 9 10 11 12 -14 -15 -16 -17 -18 18 20 23 21 -23 -24 -25 -26 26 -28 28 -30 -31 -32 -33 -34 -35 leaf_value=-0.0014091834624095051 -0.65630689974184397 -4.3427025252122142 29.138716262817383 -6.6765122985839849 4.2929590561810667 2.2614388974507653 -8.0974862654312805 -2.5853842716217041 -2.5557641339611696 2.0206851556301118 10.220810160409837 -0.3640552276611328 6.367167836064878 -1.4136273190634592 -4.6770637561963957 4.0433898543227809 0.71501066042029338 10.211424567393767 -0.61321679907185689 -1.2989718159039816 6.8743978290557859 0.51926583189174447 -4.472407825359932 4.8104418411254883 -2.9350342800306239 -0.54566686227288042 -3.2333620877947125 0.50820940886603461 3.7260785411653066 4.7563017559051515 1.6577007510445336 1.2401900135387074 -0.41866731643676758 0.37135838406426563 leaf_weight=361778 27 26 20 20 34 36 23 20 77 25 21 25 23 35 23 22 23 39 266 60 20 326 52 20 23 71 35 45 21 24 33 22 20 28 leaf_count=361778 27 26 20 20 34 36 23 20 77 25 21 25 23 35 23 22 23 39 266 60 20 326 52 20 23 71 35 45 21 24 33 22 20 28 internal_value=0 2.28914 10.2144 -0.47271 0.635112 -0.000131389 -1.66577 0.280668 0.000322769 0.900018 2.86609 5.10117 2.86132 1.37133 -1.28365 -0.749131 -1.80349 -0.000416255 0.418396 3.22881 -0.131917 0.886615 -1.24428 0.228382 -0.959334 -0.00132213 -0.973639 -0.000978206 1.53208 3.36058 -0.00125786 -0.123206 -1.50203 -0.133132 internal_weight=0 178 46 132 112 363185 99 76 363086 298 153 69 48 84 145 122 100 362788 783 119 664 346 318 80 78 362005 128 361877 66 49 361811 93 40 55 internal_count=363363 178 46 132 112 363185 99 76 363086 298 153 69 48 84 145 122 100 362788 783 119 664 346 318 80 78 362005 128 361877 66 49 361811 93 40 55 cat_boundaries=0 1 5 cat_threshold=1233 1049088 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=412 num_leaves=27 num_cat=1 split_feature=4 2 12 1 1 5 0 6 3 6 5 4 2 0 2 1 0 2 12 0 10 25 2 17 4 6 split_gain=9.13842e+06 3.81861e+07 1.24201e+08 8.89144e+06 6.40212e+06 2.05015e+06 1.02585e+07 3.45187e+06 9.51962e+06 2.75621e+06 9.63706e+06 2.40283e+06 4.37352e+06 2.04089e+06 6.35544e+06 2.13064e+06 1.12424e+06 906680 4.95117e+06 2.9668e+06 891350 7.23464e+06 877593 779601 458694 7779.49 threshold=2632.2792750000003 2593.0505000000003 85.539750000000012 2779.5510000000008 629.11000000000013 2763.7525000000005 1501.0951200000002 1295.575 387.47150000000005 1913.0125000000005 1874.1882800000003 1291.5535000000002 1092.7150000000004 2773.7250000000004 27.046500000000005 584.17800000000011 241.84230000000002 2593.0505000000003 114.52500000000002 688.40820000000008 130.17000000000002 0 1800.6974500000001 244.70220000000003 22.317000000000004 27.114925000000003 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=5 3 -3 4 16 9 7 8 24 13 11 12 23 17 -15 -16 25 20 19 -19 22 -22 -1 -11 -7 -2 right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.0029010501106445309 -0.0041207498311996464 -4.2992755376375644 28.847329414367678 -6.6097470397949225 4.2500294371212233 -0.19395760566957534 -7.3114462993455973 -3.471968232109433 7.0305430870056149 0.56109365709896741 7.2501490651006284 -2.2525122912176725 5.017868669683283 3.4609964084625244 1.0570457145690919 -2.8392124843597411 -2.647585534315843 1.1294757970750333 -2.3166936129331588 5.6866241607666019 2.2291228448288352 0.062185290490613609 -0.91293659588076037 -1.4189081319173178 -2.0145158622741697 -0.25553354024887087 leaf_weight=356093 32 26 20 20 34 31 23 21 20 116 23 29 22 64 25 32 26 50 32 20 148 6281 106 24 25 20 leaf_count=356093 32 26 20 20 34 31 23 21 20 116 23 29 22 64 25 32 26 50 32 20 148 6281 106 24 25 20 internal_value=0 2.26625 10.1123 -0.467983 0.628761 -0.000130075 -1.30699 0.116742 1.10836 0.000301869 1.13484 0.398447 0.873001 -0.000367254 1.29814 -1.13033 -0.94974 -0.000800413 0.941883 2.43152 -0.00106557 0.115634 -0.00317186 0.221665 -1.00671 -0.100818 internal_weight=0 178 46 132 112 363185 120 97 76 363065 214 191 162 362851 121 57 78 362730 102 70 362628 6429 356199 140 56 52 internal_count=363363 178 46 132 112 363185 120 97 76 363065 214 191 162 362851 121 57 78 362730 102 70 362628 6429 356199 140 56 52 cat_boundaries=0 1 cat_threshold=10485760 is_linear=0 shrinkage=0.01 Tree=413 num_leaves=31 num_cat=4 split_feature=4 2 12 1 1 7 1 9 1 24 12 8 3 2 2 10 2 25 2 4 10 8 24 10 10 25 1 1 12 1 split_gain=8.95656e+06 3.74262e+07 1.21729e+08 8.7145e+06 6.27472e+06 2.68828e+06 1.21195e+07 2.63896e+06 2.36144e+06 1.32528e+07 4.10651e+06 1.20732e+07 7.08152e+06 2.93672e+06 6.04651e+06 1.60458e+06 1.00954e+06 5.97744e+06 7.38568e+07 2.79475e+06 1.9653e+06 3.76845e+06 1.51895e+06 998783 910989 743702 3.45688e+06 780693 436671 120350 threshold=2632.2792750000003 2593.0505000000003 85.539750000000012 2779.5510000000008 629.11000000000013 2690.3565000000003 1461.4925000000003 92.591000000000022 1891.4572200000002 0 1092.2600000000002 161.95325000000003 92.246000000000009 1800.6974500000001 1092.7150000000004 81.25500000000001 26.254000000000001 1 28.479750000000006 362.02000000000004 893.42000000000007 998.8850000000001 2 281.64348000000001 2855.9890500000006 3 786.48464000000001 733.23400000000015 360.88150000000002 5.9005000000000001 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 9 2 2 2 2 left_child=5 3 -3 4 23 8 7 -7 16 13 11 12 -11 14 15 -10 24 18 -18 -20 22 -22 -19 29 25 26 -1 -27 -9 -2 right_child=1 2 -4 -5 -6 6 -8 28 9 10 -12 -13 -14 -15 -16 -17 17 20 19 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.036936517031584966 -0.5912270808864285 -4.2562831996037414 28.558855552673339 -6.5436497306823735 4.2075290693956262 2.2412373648749457 -8.0079170359735912 -2.5356011581420899 -2.4183173077777029 2.2358390487608366 7.0191181468963624 -2.4888096781034728 7.9863344704743593 -4.6363307015792188 4.0056083679741077 0.7484854207038879 19.528039338248117 -0.076830348783786445 0.13795105806345423 3.9670660908222199 0.14065352221993543 2.4224924667358398 0.086620608243475325 -2.8045441627502443 -1.7773192043962149 -0.0088036331411800658 1.7170418323733945 -0.46904595827345602 -0.44593478012084958 0.3715934047698975 leaf_weight=28137 37 26 20 20 34 36 23 20 80 61 22 37 33 23 22 20 21 8788 406 20 262 100 16066 21 29 308467 123 369 20 20 leaf_count=28137 37 26 20 20 34 36 23 20 80 61 22 37 33 23 22 20 21 8788 406 20 262 100 16066 21 29 308467 123 369 20 20 internal_value=0 2.24358 10.0112 -0.463303 0.622473 -0.000128143 -1.64776 0.277024 0.000321105 0.890141 2.83601 2.34999 4.25463 -1.27102 -0.740756 -1.78496 -0.000409808 0.0600514 1.19352 0.317722 0.0394696 0.770996 0.0288308 -0.940243 -0.0050123 -0.00485983 0.0442334 -0.00935323 -1.49077 -0.253395 internal_weight=0 178 46 132 112 363185 99 76 363086 298 153 131 94 145 122 100 362788 25663 447 426 25216 362 24854 78 337125 337096 28260 308836 40 57 internal_count=363363 178 46 132 112 363185 99 76 363086 298 153 131 94 145 122 100 362788 25663 447 426 25216 362 24854 78 337125 337096 28260 308836 40 57 cat_boundaries=0 1 7 8 14 cat_threshold=1233 2155872256 0 0 262144 128 1056 2183 537919616 1074790416 66645 1178665520 21108736 546329120 is_linear=0 shrinkage=0.01 Tree=414 num_leaves=28 num_cat=0 split_feature=4 2 12 1 1 5 0 6 3 6 5 4 2 0 2 26 5 11 8 14 4 2 6 11 14 8 26 split_gain=8.77832e+06 3.66814e+07 1.19307e+08 8.54108e+06 6.14985e+06 2.01069e+06 1.00146e+07 3.37414e+06 9.28398e+06 2.70322e+06 9.41994e+06 2.34946e+06 4.28829e+06 1.98982e+06 6.22586e+06 1.43362e+07 2.08454e+06 1.21841e+06 1.16193e+06 4.76212e+06 1.61507e+06 1.29676e+06 5.31988e+06 1.04354e+06 913109 572796 142039 threshold=2632.2792750000003 2593.0505000000003 85.539750000000012 2779.5510000000008 629.11000000000013 2763.7525000000005 1501.0951200000002 1295.575 387.47150000000005 1913.0125000000005 1874.1882800000003 1291.5535000000002 1092.7150000000004 2773.7250000000004 27.046500000000005 2022.5000000000002 184.35900000000001 137.82020000000003 998.8850000000001 1867.1242800000002 586.56060000000014 2593.0505000000003 45.621000000000009 704.79726050000011 1867.1242800000002 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 2 2 left_child=5 3 -3 4 17 9 7 8 25 13 11 12 23 18 15 -15 -16 26 21 20 -20 24 -23 -11 -1 -7 -2 right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 14 16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=-0.0015677490429810306 -0.6401280897635 -4.2137199900700493 28.273267250061036 -6.4782130126953126 4.1654539588269062 -0.24215646558337742 -7.22699900502744 -3.4357200804210848 6.9411760940551757 -0.15266141560118077 7.1699099200704826 -2.2255269316969248 4.9693663198297671 7.5965160200330946 -2.5277754592895509 -1.9441151019505092 1.4792902755737305 -2.8635478807532269 0.53313261468986883 4.3856582296305691 -0.66641014230331319 2.8942130673941922 -2.5351368760145627 2.2196233237873422 -0.97192946467817454 -2.3528615932464603 0.37641025338854106 leaf_weight=361915 27 26 20 20 34 36 23 21 20 118 23 29 22 36 37 28 20 23 455 29 149 59 26 22 97 20 28 leaf_count=361915 27 26 20 20 34 36 23 21 20 118 23 29 22 36 37 28 20 23 455 29 149 59 26 22 97 20 28 internal_value=0 2.22115 9.91106 -0.45867 0.616249 -0.000126859 -1.29435 0.112356 1.09275 0.000300908 1.12388 0.39583 0.865085 -0.000361752 1.2818 3.42249 -1.12179 -0.930841 -0.000789457 0.427274 0.237219 -0.00153778 1.23347 0.220126 -0.00182775 -0.99598 -0.122618 internal_weight=0 178 46 132 112 363185 120 97 76 363065 214 191 162 362851 121 64 57 78 362730 633 604 362097 85 140 362012 56 55 internal_count=363363 178 46 132 112 363185 120 97 76 363065 214 191 162 362851 121 64 57 78 362730 633 604 362097 85 140 362012 56 55 is_linear=0 shrinkage=0.01 Tree=415 num_leaves=24 num_cat=0 split_feature=17 4 4 3 8 4 1 3 15 14 2 1 0 1 5 19 5 8 4 2 4 7 0 split_gain=1.5184e+07 4.15406e+07 9.62067e+06 7.5303e+07 3.98712e+06 7.92832e+06 2.19185e+06 2.12051e+06 2.08573e+06 6.93447e+06 2.14184e+06 1.96641e+07 6.35908e+06 6.09887e+06 4.48825e+06 1.97592e+06 1.53446e+06 1.21103e+06 1.14048e+06 839909 726841 619328 94485.1 threshold=2732.1750000000006 1517.5820000000001 2632.2792750000003 2692.2960000000003 2877.4750000000008 970.01225000000011 1891.4572200000002 1107.1660000000004 1797.3406500000003 1541.2800000000002 2593.0505000000003 1891.4572200000002 2773.7250000000004 355.00374000000005 1530.4632000000001 365.71050000000008 2763.7525000000005 95.210000000000022 726.06900000000007 257.07623000000007 4.3090000000000002 19.649875000000005 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 2 2 left_child=2 15 4 6 8 21 7 19 10 17 12 14 16 -14 -12 -2 -1 20 -19 22 -10 -6 -4 right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=0.00021921431793396108 -1.3873858979896263 -16.82987813949585 -0.22608047023896249 15.670099934970631 0.99194782680935334 -6.6384249143247249 -3.4792630004882814 1.9783341898236955 0.41867941042956186 6.6894897499084474 1.3593862387826365 -9.9097481120716449 0.5059775706018721 5.2246337449815545 -3.7590796806698759 2.7596346172094344 1.4212917723153768 -2.3066515356302264 0.68473955879211434 -2.9480303682599747 2.8211731495857237 -1.023819189616612 -1.1076790027618408 leaf_weight=362108 27 20 31 34 27 27 29 28 34 20 93 22 70 45 21 20 76 26 25 21 20 35 20 leaf_count=362108 27 20 31 34 27 27 29 28 34 20 93 22 70 45 21 20 76 26 25 21 20 35 20 internal_value=0 -4.75917 0.00181059 2.43072 0.00071887 -2.1156 -1.05873 -0.356774 0.00123838 1.29275 0.000792948 -1.25391 0.00126394 2.35241 0.416511 0.377304 0.000517409 0.264801 -0.840283 -1.26487 1.30849 -0.145985 -0.571805 internal_weight=0 67 362812 163 362649 89 129 100 362560 125 362435 136 362299 115 114 47 362184 105 51 72 54 62 51 internal_count=362879 67 362812 163 362649 89 129 100 362560 125 362435 136 362299 115 114 47 362184 105 51 72 54 62 51 is_linear=0 shrinkage=0.01 Tree=416 num_leaves=24 num_cat=0 split_feature=17 4 4 3 8 4 1 3 15 14 2 1 0 9 9 12 6 8 4 2 4 7 0 split_gain=1.48819e+07 4.07139e+07 9.42922e+06 7.38044e+07 3.90778e+06 7.77055e+06 2.14823e+06 2.07831e+06 2.04422e+06 6.79648e+06 2.09921e+06 1.92728e+07 6.23253e+06 7.77353e+06 5.77925e+06 1.94784e+06 1.36719e+06 1.18694e+06 1.11779e+06 823194 712377 607004 92604.8 threshold=2732.1750000000006 1517.5820000000001 2632.2792750000003 2692.2960000000003 2877.4750000000008 970.01225000000011 1891.4572200000002 1107.1660000000004 1797.3406500000003 1541.2800000000002 2593.0505000000003 1891.4572200000002 2773.7250000000004 259.67600000000004 26.246250000000003 209.76795000000001 198.55450000000002 95.210000000000022 726.06900000000007 257.07623000000007 4.3090000000000002 19.649875000000005 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 2 2 left_child=2 15 4 6 8 21 7 19 10 17 12 14 16 -14 -12 -2 -1 20 -19 22 -10 -6 -4 right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.0019469609974414276 2.6387197512672063 -16.661579235076903 -0.2238196757531935 15.513398549696978 0.9820283465915256 -6.5720406609994395 -3.4444704490694504 1.9585507740293231 0.41449261847664332 6.6225948600769042 1.9419792498075046 -9.8106505272605204 3.6991632469495137 -2.6041203651428226 -2.9018599374768224 -1.4560452167804425 0.15401199843325511 -2.2835850012302399 0.67789221801757815 -2.9185500535510833 2.7929614305496218 -1.0135810478755405 -1.0966022224426271 leaf_weight=356473 21 20 31 34 27 27 29 28 34 20 78 22 90 25 36 26 5711 26 25 21 20 35 20 leaf_count=356473 21 20 31 34 27 27 29 28 34 20 78 22 90 25 36 26 5711 26 25 21 20 35 20 internal_value=0 -4.71158 0.00179249 2.40641 0.000711682 -2.09445 -1.04814 -0.353206 0.00122599 1.27982 0.000785019 -1.24137 0.0012513 2.32888 0.412346 0.373531 0.000512235 0.262153 -0.83188 -1.25222 1.29541 -0.144525 -0.566087 internal_weight=0 67 362812 163 362649 89 129 100 362560 125 362435 136 362299 115 114 47 362184 105 51 72 54 62 51 internal_count=362879 67 362812 163 362649 89 129 100 362560 125 362435 136 362299 115 114 47 362184 105 51 72 54 62 51 is_linear=0 shrinkage=0.01 Tree=417 num_leaves=23 num_cat=0 split_feature=16 0 13 3 7 2 1 9 13 1 0 2 1 6 26 3 11 5 15 5 7 0 split_gain=9.63666e+06 2.14463e+07 6.63154e+06 4.7404e+06 4.46411e+07 1.2246e+08 1.90772e+07 1.82047e+07 1.23768e+06 2.81159e+06 1.93358e+06 1.19642e+07 2.34106e+07 5.65384e+06 1.69462e+06 1.61229e+06 1.52287e+06 7.78946e+06 1.08156e+06 3.35736e+06 936016 392163 threshold=2836.7725000000005 1836.963 1099.5287500000002 2692.2960000000003 111.36450000000001 2593.0505000000003 1461.4925000000003 479.07240500000006 2899.2375000000006 367.53225000000003 2773.7250000000004 137.53500000000003 31.197500000000002 685.98275000000012 2022.5000000000002 255.01000000000002 2995.7383125000001 911.29109000000005 2640.1488000000004 265.96700000000004 987.73900000000015 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 left_child=3 2 -2 8 6 7 21 -6 10 -10 16 12 14 15 -12 -13 18 -18 20 -20 -1 -5 right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 11 13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 leaf_value=0.00091870115623718959 3.0032155033520294 -12.463414138793947 -4.5361297631263735 -0.031922289167131697 6.3760144027074181 27.687566426595055 -11.874241020565941 -4.8677268462710916 0.42145926802447348 -4.0768656647205352 2.0021966184418778 -2.2050317064921061 13.236918910026549 1.6891488592965263 -1.7278390153249106 -6.1722746696472166 -1.2888995493180824 6.6200661678314212 -0.95350276311238602 4.5940921850204468 -0.36303800981933793 -1.7872802305221558 leaf_weight=361653 28 20 20 35 24 21 21 36 33 24 29 21 20 28 21 20 33 20 24 20 708 20 leaf_count=361653 28 20 20 35 24 21 21 36 33 24 29 21 20 28 21 20 33 20 24 20 708 20 internal_value=0 -3.76325 -0.138178 0.00161851 1.73887 6.90401 -3.76608 -0.37023 0.000866422 -1.47257 0.00109805 1.18031 4.09311 -1.77471 0.435582 -4.14027 0.000645828 1.69562 0.000397947 1.56813 0.000207583 -0.670234 internal_weight=0 68 48 362811 157 81 76 60 362654 57 362597 139 70 69 50 41 362458 53 362405 44 362361 55 internal_count=362879 68 48 362811 157 81 76 60 362654 57 362597 139 70 69 50 41 362458 53 362405 44 362361 55 is_linear=0 shrinkage=0.01 Tree=418 num_leaves=21 num_cat=0 split_feature=17 4 4 3 8 4 16 0 12 11 5 2 1 0 9 9 8 8 7 3 split_gain=1.44661e+07 3.96336e+07 9.15608e+06 7.178e+07 3.81856e+06 7.62048e+06 3.65467e+06 3.13068e+06 1.90473e+06 1.62264e+06 8.61378e+06 2.17436e+06 1.81208e+07 6.26789e+06 7.10637e+06 5.80476e+06 1.49847e+06 1.0087e+06 596297 64101.1 threshold=2732.1750000000006 1517.5820000000001 2632.2792750000003 2692.2960000000003 2877.4750000000008 970.01225000000011 30.891250000000003 1114.9175000000002 209.76795000000001 2995.7383125000001 378.61939999999998 2593.0505000000003 1891.4572200000002 2773.7250000000004 259.67600000000004 26.246250000000003 998.8850000000001 321.9405000000001 19.649875000000005 11.946000000000003 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 8 4 6 9 18 7 17 -2 11 -11 13 15 16 -15 -13 -1 19 -6 -4 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20 -21 leaf_value=-0.00013474339353990644 2.6118737626643407 -16.435699626922609 -1.9604766157399054 15.29727126121521 0.97716884895607281 -6.5045527832596397 2.5778712562892747 -4.3756499388723658 -1.4373269169147198 -1.3286656311329674 6.9419768042564396 1.9250914695935373 -9.3594108946427053 3.6792442454481393 -2.2635576725006104 -2.7999466129449697 0.50381278987261646 0.82609794403825487 -1.0007632345472064 -1.2054474978013472 leaf_weight=361660 21 20 23 34 27 27 23 33 26 34 20 78 23 89 26 39 591 28 35 22 leaf_count=361660 21 20 23 34 27 27 23 33 26 34 20 78 23 89 26 39 591 28 35 22 internal_value=0 -4.6453 0.00176189 2.3713 0.000696855 -2.07041 -1.03555 -1.81959 0.37189 0.00120526 1.73454 0.00094706 -1.24505 0.00142845 2.33565 0.350079 0.00068743 -0.66411 -0.139406 -1.59135 internal_weight=0 67 362812 163 362649 89 129 106 47 362560 54 362506 140 362366 115 117 362251 73 62 45 internal_count=362879 67 362812 163 362649 89 129 106 47 362560 54 362506 140 362366 115 117 362251 73 62 45 is_linear=0 shrinkage=0.01 Tree=419 num_leaves=20 num_cat=0 split_feature=17 4 4 3 8 4 16 0 19 19 2 1 0 9 9 5 8 12 3 split_gain=1.41782e+07 3.88449e+07 8.97388e+06 7.03515e+07 3.74257e+06 7.46883e+06 3.58194e+06 3.06838e+06 1.93297e+06 1.82863e+06 2.23823e+06 1.76159e+07 5.98552e+06 7.14715e+06 5.88006e+06 1.87233e+06 988628 464225 62825.5 threshold=2732.1750000000006 1517.5820000000001 2632.2792750000003 2692.2960000000003 2877.4750000000008 970.01225000000011 30.891250000000003 1114.9175000000002 365.71050000000008 2812.9105000000004 2593.0505000000003 1891.4572200000002 2773.7250000000004 259.67600000000004 26.246250000000003 2763.7525000000005 321.9405000000001 26.254000000000001 11.946000000000003 decision_type=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 9 17 7 16 -2 10 12 14 15 -14 -12 -1 18 -6 -4 right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 leaf_value=0.00041946389132540809 -1.3772354754695186 -16.271342861175537 -1.9408718814020571 15.144298579833087 0.62199270030430387 -6.43950734950878 2.5520925604778788 -4.3318935197772399 2.7244710072875025 2.5566427469253541 1.9058406299199815 -9.2658168759553323 3.6166780621740555 -2.2495129966735838 -2.771782658158279 1.5304307713508607 0.81783701598644254 -1.1232025545614737 -1.1933930110931397 leaf_weight=362193 27 20 23 34 35 27 23 33 20 28 78 23 90 27 41 80 28 27 22 leaf_count=362193 27 20 23 34 35 27 23 33 20 28 78 23 90 27 41 80 28 27 22 internal_value=0 -4.59885 0.00174427 2.34759 0.000689887 -2.0497 -1.02519 -1.80139 0.368172 0.00119321 0.000995841 -1.25423 0.00148769 2.26294 0.294223 0.000757333 -0.657469 -0.138012 -1.57544 internal_weight=0 67 362812 163 362649 89 129 106 47 362560 362532 142 362390 117 119 362273 73 62 45 internal_count=362879 67 362812 163 362649 89 129 106 47 362560 362532 142 362390 117 119 362273 73 62 45 is_linear=0 shrinkage=0.01 Tree=420 num_leaves=26 num_cat=6 split_feature=0 8 15 7 3 26 19 3 0 2 4 2 0 25 24 4 24 25 25 9 9 3 3 7 24 split_gain=1.9739e+07 2.90395e+07 3.15933e+07 2.54724e+07 3.59801e+07 7.65877e+06 3.47248e+06 3.20126e+06 1.73326e+07 1.15447e+07 8.70611e+06 4.62033e+06 1.31184e+06 4.80101e+06 1.57776e+07 1.93376e+07 3.4833e+06 3.51775e+06 2.91867e+06 1.30418e+06 1.09307e+06 1.07097e+06 1.87497e+06 1.03821e+06 604936 threshold=2773.7250000000004 2877.4750000000008 85.940000000000012 148.25225000000003 353.54500000000002 2022.5000000000002 2812.9105000000004 2692.2960000000003 64.194000000000003 22.573000000000004 1517.5820000000001 957.78375000000017 635.67100000000016 0 1 15.915900000000001 2 3 4 981.55950000000007 2724.2674800000009 14.222000000000001 14.733500000000003 710.08000000000004 5 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 1 9 9 2 2 2 2 2 1 left_child=6 2 3 4 5 -2 7 12 9 -9 11 -10 20 14 15 -14 17 -15 -18 -16 21 24 -23 -22 -1 right_child=1 -3 -4 -5 -6 -7 -8 8 10 -11 -12 -13 13 16 19 -17 18 -19 -20 -21 23 22 -24 -25 -26 leaf_value=0.016877351199737597 7.5385407875908745 12.461166116122543 -7.8522646838221055 11.767402070363362 -8.3296826144627172 0.44499029076617697 -3.105032166904873 1.0012116368611654 -2.0693078022003175 10.533322628162525 -5.9410454559326169 4.7279930410385136 8.5256744429160811 1.1975895216982202 -1.1042518752320369 0.58270955540583691 1.0122880178794527 -0.038454726810994322 -0.74257924562326139 1.3851904163360595 -0.365800415760762 0.74942782901633875 0.047104062285027191 -3.14964601789202 -0.014028111968417294 leaf_weight=85373 45 29 29 30 28 23 36 24 20 27 28 20 58 368 133 65 104 596 608 25 37 385 29978 21 245261 leaf_count=85373 45 29 29 30 28 23 36 24 20 27 28 20 58 368 133 65 104 596 608 25 37 385 29978 21 245261 internal_value=0 3.27673 1.55835 3.72429 1.21081 5.13925 0.000580344 0.000888227 1.64078 6.04762 -1.66435 1.32934 0.000350648 0.25856 1.44374 4.00275 0.0509325 0.440847 -0.47578 -0.66807 -0.0010489 -0.000828358 0.0560095 -1.37374 -0.00604793 internal_weight=0 184 155 126 96 68 363167 363131 119 51 68 40 363012 1957 281 123 1676 964 712 158 361055 360997 30363 58 330634 internal_count=363351 184 155 126 96 68 363167 363131 119 51 68 40 363012 1957 281 123 1676 964 712 158 361055 360997 30363 58 330634 cat_boundaries=0 6 7 8 14 18 19 cat_threshold=1049088 0 16 0 16384 2147483650 182 3180 32768 134217728 4096 0 2097152 1024 134217728 262144 0 1140850688 7 is_linear=0 shrinkage=0.01 Tree=421 num_leaves=28 num_cat=3 split_feature=0 3 12 2 1 3 1 19 3 0 5 4 2 0 25 24 4 3 5 3 24 1 2 3 1 1 3 split_gain=1.93462e+07 2.21583e+07 7.17167e+07 2.55284e+07 1.55688e+07 5.61304e+06 3.72096e+06 3.40338e+06 3.13756e+06 1.69876e+07 1.27187e+07 8.53286e+06 4.52838e+06 1.28647e+06 4.71444e+06 5.21388e+06 9.34777e+06 4.29913e+06 1.88495e+06 2.05262e+06 1.56203e+06 3.9086e+06 2.8628e+06 1.0525e+06 3.32907e+06 1.49899e+06 673581 threshold=2773.7250000000004 2692.2960000000003 12.499000000000001 137.53500000000003 31.197500000000002 304.68375000000009 1891.4572200000002 2812.9105000000004 2692.2960000000003 64.194000000000003 242.74950000000001 1517.5820000000001 957.78375000000017 635.67100000000016 0 1 14.450258500000002 109.37530000000002 2763.7525000000005 802.00500000000011 2 1461.4925000000003 1444.3300000000002 14.222000000000001 1097.7209 860.12500000000011 32.256600000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 1 2 2 2 2 2 2 left_child=7 3 -3 4 -2 -5 -7 8 13 10 -10 12 -11 18 15 16 -15 -17 23 26 21 -16 -22 25 -25 -1 -20 right_child=1 2 -4 5 -6 6 -8 -9 9 11 -12 -13 -14 14 20 17 -18 -19 19 -21 22 -23 -24 24 -26 -27 -28 leaf_value=-0.0051126044231326528 2.3674642017275791 -0.85367412058512371 23.592991722106937 1.0745503500233526 13.046922370910645 -2.1493990683120989 -7.717878424326579 -3.0739818106757268 1.9759848871538717 -2.0486146411895754 12.204448746681214 -5.8816351045881001 4.6807130174636846 2.5690339026230062 -0.1050435443273906 -1.0340911862435549 -0.16664073603813637 0.70782230139424818 -1.3722105456621219 -4.3140838279724116 -0.55179899863093851 4.4161847906410694 -3.9275944151701747 0.046367792037708647 1.2362109433145967 -0.60148916069930203 0.88500875043869021 leaf_weight=330205 43 30 20 23 20 24 24 36 31 20 20 28 20 302 435 230 213 369 39 20 361 20 27 30112 237 422 20 leaf_count=330205 43 30 20 23 20 24 24 36 31 20 20 28 20 302 435 230 213 369 39 20 361 20 27 30112 237 422 20 internal_value=0 3.24396 8.92499 1.12417 5.75777 -2.98732 -4.93364 0.000574934 0.000879739 1.62438 5.98715 -1.6477 1.31605 0.000347536 0.256047 0.679448 1.4102 0.0383341 -0.00103841 -1.54554 -0.307872 0.0916769 -0.766946 -0.000700398 0.0556595 -0.0058738 -0.607051 internal_weight=0 184 50 134 63 71 48 363167 363131 119 51 68 40 363012 1957 1114 515 599 361055 79 843 455 388 360976 30349 330627 59 internal_count=363351 184 50 134 63 71 48 363167 363131 119 51 68 40 363012 1957 1114 515 599 361055 79 843 455 388 360976 30349 330627 59 cat_boundaries=0 7 8 9 cat_threshold=1344000 134283268 67112976 1140916224 4215808 2147483650 2 62 3178 is_linear=0 shrinkage=0.01 Tree=422 num_leaves=29 num_cat=4 split_feature=0 8 5 1 1 2 16 7 3 0 5 4 2 1 25 26 3 25 24 0 15 5 7 8 1 25 8 4 split_gain=1.89612e+07 2.80899e+07 3.86094e+07 4.62289e+07 2.76833e+07 6.11476e+06 2.34226e+06 4.88326e+06 3.81912e+06 1.93827e+07 1.35558e+07 1.04323e+07 5.86347e+06 1.14686e+06 5.70298e+06 9.92369e+06 1.43505e+07 3.68495e+06 2.8469e+06 3.95924e+06 3.1828e+06 1.65024e+06 2.2823e+06 881651 2.22077e+06 781323 641858 14730.4 threshold=2773.7250000000004 2877.4750000000008 91.477850000000018 1891.4572200000002 2779.5510000000008 27.046500000000005 2836.7725000000005 375.00750000000005 2692.2960000000003 64.194000000000003 93.825125 1876.5445000000002 1444.3300000000002 677.74500000000012 0 2022.5000000000002 602.3524450000001 1 2 803.13700000000006 521.50900000000013 2763.7525000000005 284.06400000000002 1926.0125000000005 103.99000000000001 3 375.74740000000003 9.1375000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 1 2 2 2 2 2 2 9 2 2 left_child=6 2 3 5 26 -2 8 -8 13 10 -10 12 -11 21 15 16 -15 -17 19 -16 -20 23 27 25 -25 -1 -4 -23 right_child=1 -3 4 -5 -6 -7 7 -9 9 11 -12 -13 -14 14 18 17 -18 -19 20 -21 -22 22 -24 24 -26 -27 -28 -29 leaf_value=0.033911579057203343 4.0441961130370263 12.244536149912868 -0.78810495467413033 19.20601522064209 -13.129575732687245 -2.2707774475346443 0.89193465278698858 -5.2979630599975591 1.861220499674479 -2.0043290309248301 12.435905204144392 -7.7019912357330327 5.0338662567138668 0.9333198195596536 0.1439275798780455 1.2711354372149608 5.5969220596617388 -0.83328425811724061 -0.69093107245732133 3.7141474622488024 1.2808542255733324 -0.14860154193380606 -4.4101030340194702 0.021948362350463869 3.1126756319403648 -0.0071449183272346917 1.6560730431296609 -0.51967697620391851 leaf_weight=54600 46 29 21 20 23 23 26 25 27 29 22 20 20 240 139 112 91 253 743 40 92 23 20 85 32 306508 22 20 leaf_count=54600 46 29 21 20 23 23 26 25 27 29 22 20 20 240 139 112 91 253 743 40 92 23 20 85 32 306508 22 20 internal_value=0 3.21152 1.52147 5.81939 -4.27419 1.9392 0.000569185 -2.14233 0.000870157 1.79962 6.60904 -1.61577 0.868404 0.000285437 0.258649 0.947934 2.21546 -0.175549 -0.221632 0.891914 -0.468075 -0.000937415 -1.61926 -0.000655169 0.867275 -0.000936381 0.462405 -0.321195 internal_weight=0 184 155 89 66 69 363167 51 363116 118 49 69 49 362998 1710 696 331 365 1014 179 835 361288 63 361225 117 361108 43 43 internal_count=363351 184 155 89 66 69 363167 51 363116 118 49 69 49 362998 1710 696 331 365 1014 179 835 361288 63 361225 117 361108 43 43 cat_boundaries=0 6 12 13 20 cat_threshold=1065472 134251584 4432 1140850688 16384 2147483649 0 134250496 4096 67108864 16384 2147483648 12 2155921408 1090846724 335545360 38011425 272636544 270550019 2 is_linear=0 shrinkage=0.01 Tree=423 num_leaves=28 num_cat=4 split_feature=0 8 5 1 1 19 1 25 4 1 7 7 11 25 0 0 26 15 10 25 9 4 26 25 0 10 8 split_gain=1.85839e+07 2.75309e+07 3.78411e+07 4.53089e+07 2.71324e+07 3.30613e+06 1.8728e+06 1.12326e+07 2.80709e+07 7.80494e+06 5.29054e+06 3.85355e+06 3.84167e+06 2.27356e+06 3.43838e+06 1.89168e+06 1.06188e+06 824628 788199 6.95152e+06 1.64479e+07 1.89338e+06 842832 2.22133e+06 1.55562e+06 751525 629085 threshold=2773.7250000000004 2877.4750000000008 91.477850000000018 1891.4572200000002 2779.5510000000008 2812.9105000000004 733.23400000000015 0 1876.5445000000002 1891.4572200000002 2690.3565000000003 137.82320000000001 6.5250000000000004 1 885.78750000000014 1114.9175000000002 2022.5000000000002 2640.1488000000004 130.17000000000002 2 383.33200000000005 1876.5445000000002 2022.5000000000002 3 885.78750000000014 221.34950000000003 375.74740000000003 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 left_child=5 2 3 16 26 6 17 8 9 11 13 -8 -11 14 -9 -15 -2 18 22 20 -20 -21 23 -1 -24 -19 -4 right_child=1 -3 4 -5 -6 -7 7 10 -10 12 -12 -13 -14 15 -16 -17 -18 25 19 21 -22 -23 24 -25 -26 -27 -28 leaf_value=0.086901045540928396 3.0078451225085137 12.122090925019364 -0.78022390819731213 19.013954475402834 -12.998280354375424 -3.0297483068042332 1.2628186481718033 0.049508020940127677 13.727354095458985 7.3098845590863917 -3.914574008268469 -2.11884435031725 1.5715428936481477 -0.19017002845620848 1.6080980538945449 -1.9910062798586758 0.5053711903095246 -0.062645902200178669 0.64717425040072873 0.040846652510345055 6.919574337800344 -2.0416133256392048 -0.016918454998411828 -0.0038456105486548682 -0.81758342026928321 -2.6764641527696091 1.6395122111927378 leaf_weight=33011 39 29 21 20 23 36 126 555 20 28 34 46 20 502 190 66 30 22 324 5651 48 44 174868 147311 243 22 22 leaf_count=33011 39 29 21 20 23 36 126 555 20 28 34 46 20 502 190 66 30 22 324 5651 48 44 174868 147311 243 22 22 internal_value=0 3.17941 1.50626 5.76119 -4.23145 0.000563621 0.000864039 0.343637 2.28921 1.35344 -0.0198612 0.35842 4.91891 0.0808407 0.44108 -0.392512 1.91981 -0.000640563 -0.000473946 0.112546 1.41839 0.024714 -0.00240312 0.0127717 -0.0180295 -1.36956 0.457781 internal_weight=0 184 155 89 66 363167 363131 1587 240 220 1347 172 48 1313 745 568 69 361544 361500 6067 372 5695 355433 180322 175111 44 43 internal_count=363351 184 155 89 66 363167 363131 1587 240 220 1347 172 48 1313 745 568 69 361544 361500 6067 372 5695 355433 180322 175111 44 43 cat_boundaries=0 6 12 15 21 cat_threshold=1064960 64 64 0 16384 2147484672 2130944 1073775616 4368 1073741824 0 1 77594624 134479872 67108880 3222323204 1073741892 336597776 1078018080 4197905 268437002 is_linear=0 shrinkage=0.01 Tree=424 num_leaves=27 num_cat=4 split_feature=0 8 15 7 2 1 19 1 25 4 1 7 2 7 25 0 0 15 10 25 9 4 26 25 0 10 split_gain=1.82141e+07 2.6983e+07 3.02075e+07 2.56033e+07 3.11017e+07 1.00395e+07 3.24034e+06 1.83553e+06 1.1009e+07 2.75123e+07 7.64962e+06 5.18526e+06 3.99329e+06 3.77686e+06 2.22831e+06 3.36996e+06 1.85404e+06 808218 772514 6.81319e+06 1.61206e+07 1.8557e+06 826062 2.17541e+06 1.52467e+06 736570 threshold=2773.7250000000004 2877.4750000000008 85.940000000000012 148.25225000000003 2593.0505000000003 355.00374000000005 2812.9105000000004 733.23400000000015 0 1876.5445000000002 1891.4572200000002 2690.3565000000003 122.75355000000002 137.82320000000001 1 885.78750000000014 1114.9175000000002 2640.1488000000004 130.17000000000002 2 383.33200000000005 1876.5445000000002 2022.5000000000002 3 885.78750000000014 221.34950000000003 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 9 2 2 2 9 2 2 left_child=6 2 3 4 5 -2 7 17 9 10 13 14 -12 -9 15 -10 -16 18 22 20 -20 -21 23 -1 -24 -19 right_child=1 -3 -4 -5 -6 -7 -8 8 11 -11 12 -13 -14 -15 16 -17 -18 25 19 21 -22 -23 24 -25 -26 -27 leaf_value=0.086627810537042271 1.2331252429385979 12.000870132446289 -7.7107063974183179 11.67285988108317 -10.006362884521485 8.7677695042746411 -2.9994507853190107 1.2501904780524118 0.049012941643998435 13.590080383300782 1.734122463573109 -3.8754283433801988 7.5229173779487608 -2.0976559124822201 -0.18826833492493722 1.5920170663908908 -1.9710962487712049 -0.062019420970569963 0.64070249389420142 0.040438186549661519 6.8503789465626088 -2.0211971699107778 -0.016749270348328349 -0.003661777988968344 -0.80940758025940551 -2.6496994530070914 leaf_weight=32556 48 29 29 30 20 28 36 126 555 20 22 34 26 46 502 190 66 22 324 5651 48 44 174868 147766 243 22 leaf_count=32556 48 29 29 30 20 28 36 126 555 20 22 34 26 46 502 190 66 22 324 5651 48 44 174868 147766 243 22 internal_value=0 3.14761 1.4912 3.6091 1.08917 4.00905 0.000558008 0.000855422 0.3402 2.26632 1.3399 -0.0196626 4.86972 0.354836 0.0800323 0.436669 -0.388587 -0.000634135 -0.000469183 0.111421 1.4042 0.0244669 -0.00237907 0.012644 -0.0178492 -1.35586 internal_weight=0 184 155 126 96 76 363167 363131 1587 240 220 1347 48 172 1313 745 568 361544 361500 6067 372 5695 355433 180322 175111 44 internal_count=363351 184 155 126 96 76 363167 363131 1587 240 220 1347 48 172 1313 745 568 361544 361500 6067 372 5695 355433 180322 175111 44 cat_boundaries=0 6 12 15 21 cat_threshold=1064960 64 64 0 16384 2147484672 2130944 1073775616 4368 1073741824 0 1 77594624 134479872 67108880 3222323200 1073741892 336597776 1078018081 4197905 268437002 is_linear=0 shrinkage=0.01 Tree=425 num_leaves=25 num_cat=0 split_feature=19 9 1 6 12 6 6 17 12 3 1 4 6 26 9 6 5 3 8 4 11 15 5 4 split_gain=3.97469e+06 1.18499e+07 9.53064e+06 5.17986e+07 1.79892e+07 3.91981e+07 4.38549e+06 1.80356e+07 3.34645e+07 1.15042e+07 4.26863e+06 3.17814e+06 2.72501e+06 2.07789e+06 1.7735e+06 2.048e+06 1.53948e+06 4.19674e+06 1.30515e+06 3.29452e+06 964636 953730 595232 222976 threshold=2812.9105000000004 564.5870000000001 2779.5510000000008 2871.8940000000007 114.52500000000002 275.94813500000004 1913.0125000000005 86.454999999999998 572.05000000000007 2692.2960000000003 733.23400000000015 14.450258500000002 2871.8940000000007 2022.5000000000002 2724.2674800000009 987.12000000000012 2763.7525000000005 327.31500000000005 1926.0125000000005 586.56060000000014 311.45550000000009 2640.1488000000004 575.25150000000008 54.939000000000007 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 6 4 5 11 14 9 -9 10 12 13 -8 -4 16 22 18 23 21 -20 -12 -1 -16 -18 right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 20 -13 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 leaf_value=-0.00059175150849881701 -1.9883041152087126 8.6471414222717282 1.865709855807455 -14.056715279856038 -5.5392627361493236 14.616068903605145 1.1134659799245687 16.715634952545166 0.016206029256184896 -6.8538672048395339 5.2407142124176032 -3.9712633063576437 -1.8771219851493837 -2.116443967819214 0.33496521770954135 -4.2815758190155035 0.28361675109863282 4.5844763762862595 1.8806949319095787 -1.2195518698692323 2.1348559074401856 1.6271406894259983 -1.8017851812189276 -1.0967562883550472 leaf_weight=362391 22 20 38 31 39 21 78 20 30 22 20 22 50 20 32 20 25 27 109 50 20 36 22 22 leaf_count=362391 22 20 38 31 39 21 78 20 30 22 20 22 50 20 32 20 25 27 109 50 20 36 22 22 internal_value=0 3.07619 -0.000272045 -2.36054 0.229332 2.45681 0.000839895 1.35216 6.69598 -0.0541023 0.836343 -0.734996 -0.0547324 0.492553 -5.4198e-05 -1.548 0.000261657 1.44247 -3.26825e-05 0.905775 3.68779 -0.000430068 -0.535563 -0.362515 internal_weight=0 42 363145 171 140 101 362974 240 50 190 168 80 128 58 362734 74 362660 74 362586 159 40 362427 54 47 internal_count=363187 42 363145 171 140 101 362974 240 50 190 168 80 128 58 362734 74 362660 74 362586 159 40 362427 54 47 is_linear=0 shrinkage=0.01 Tree=426 num_leaves=29 num_cat=1 split_feature=6 1 10 1 7 10 1 24 13 3 3 7 3 6 7 8 10 6 14 10 13 15 6 8 1 12 9 5 split_gain=3.57965e+06 2.87954e+07 3.74563e+07 2.37202e+07 4.94142e+06 1.14998e+07 4.85558e+06 2.39307e+07 4.78982e+07 8.64085e+06 1.70198e+07 5.61517e+06 4.53989e+06 7.89194e+06 2.26357e+06 1.6662e+06 1.53297e+06 1.203e+06 2.34178e+06 3.72692e+06 1.38917e+06 1.14065e+06 2.3828e+06 1.23503e+06 1.04905e+06 976533 568451 500978 threshold=2871.8940000000007 1461.4925000000003 1105.5920000000003 584.17800000000011 2690.3565000000003 1797.2975000000001 1891.4572200000002 0 320.24300000000005 1278.9218000000003 745.12500000000011 274.78110000000004 174.3837 189.08220000000003 710.08000000000004 998.8850000000001 84.936000000000021 1913.0125000000005 239.61300000000003 214.75250000000003 2899.2375000000006 2640.1488000000004 28.489450000000001 1926.0125000000005 384.88812500000006 679.73250000000019 7.2255000000000011 104.05000000000001 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 left_child=4 3 -3 14 6 15 17 8 12 10 16 -11 -8 -14 27 26 -9 20 19 24 21 23 -23 -1 -19 -22 -6 -2 right_child=1 2 -4 -5 5 -7 7 9 -10 11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 25 22 -24 -25 -26 -27 -28 -29 leaf_value=-0.0003980616478382782 -0.56595288619995121 -17.429072407809173 -0.12543510173929148 11.423483598709106 -0.27080889020647325 -8.2515790649255116 4.0671794236011998 -1.8623718926005743 17.372312979125976 -7.6253529357910157 8.38717250477184 -0.9014635348320007 -4.4849459886550909 4.0205128593444828 -3.425077460606893 1.9184988768204401 0.69351031213998793 -0.065878269100189207 -1.425721435546875 5.6089897632598875 -0.33306218438148499 -0.75195338249206545 4.129442626953125 0.91328724745963075 2.5975041943504698 -3.1882197852756669 -2.2858431557246619 1.5574404714107513 leaf_weight=362287 25 22 29 20 28 24 39 88 25 27 22 23 24 20 24 23 32 50 30 20 25 20 20 148 21 23 28 20 leaf_count=362287 25 22 29 20 28 24 39 88 25 27 22 23 24 20 24 23 32 50 30 20 25 20 20 148 21 23 28 20 internal_value=0 -1.59864 -7.58975 1.83447 0.000699397 -2.18931 0.0013209 1.27301 4.79406 -0.909885 0.301559 -4.53236 1.58303 -0.618828 -0.944955 -0.347605 -1.1808 0.000268886 0.997205 1.79597 -6.38632e-05 0.000161401 1.68874 -2.49591e-05 0.721883 -1.70116 -1.27833 0.377777 internal_weight=0 140 51 89 363047 103 362944 300 108 192 142 50 83 44 69 79 120 362644 121 91 362523 362475 40 362435 71 48 56 45 internal_count=363187 140 51 89 363047 103 362944 300 108 192 142 50 83 44 69 79 120 362644 121 91 362523 362475 40 362435 71 48 56 45 cat_boundaries=0 1 cat_threshold=2376 is_linear=0 shrinkage=0.01 Tree=427 num_leaves=23 num_cat=0 split_feature=19 9 1 6 12 6 6 18 2 2 16 4 26 9 6 5 3 8 4 15 5 4 split_gain=3.88712e+06 1.15871e+07 9.20165e+06 5.0129e+07 1.76686e+07 3.82816e+07 4.23276e+06 4.81608e+07 1.26907e+07 3.2873e+06 4.17664e+06 3.09231e+06 2.0344e+06 1.73664e+06 1.99359e+06 1.5076e+06 4.11066e+06 1.25328e+06 3.22962e+06 925661 589698 219015 threshold=2812.9105000000004 564.5870000000001 2779.5510000000008 2871.8940000000007 114.52500000000002 275.94813500000004 1913.0125000000005 321.88825000000003 2593.0505000000003 1254.2925000000002 272.43498000000005 14.450258500000002 2022.5000000000002 2724.2674800000009 987.12000000000012 2763.7525000000005 327.31500000000005 1926.0125000000005 586.56060000000014 2640.1488000000004 575.25150000000008 54.939000000000007 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 11 13 8 9 10 -8 12 -4 15 20 17 21 19 -19 -1 -15 -17 right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 leaf_value=-0.00058299232302065781 -1.9659105955470693 8.5509513931274412 1.8511917934919657 -13.825584766018777 -5.4886177137226628 14.452166559128534 -0.37769860650452092 16.185626939773559 -6.8858880742390953 3.6450935240352855 4.5033352041244505 -3.910646592920477 -2.0890761543512344 0.3335378575325012 -4.2288524799346927 0.28144147644042972 4.537068531601518 1.8528634362469572 -1.2166956640243531 1.6030178123050265 -1.7932566573403099 -1.086615373438055 leaf_weight=362391 22 20 38 31 39 21 142 20 24 34 20 22 20 32 20 25 27 109 50 36 22 22 leaf_count=362391 22 20 38 31 39 21 142 20 24 34 20 22 20 32 20 25 27 109 50 36 22 22 internal_value=0 3.04212 -0.00026977 -2.31944 0.22835 2.43589 0.00082281 1.32841 -0.0222483 0.818197 0.224898 -0.718381 0.492479 -5.55761e-05 -1.53183 0.000256979 1.42745 -3.42959e-05 0.887593 -0.000423706 -0.532934 -0.358926 internal_weight=0 42 363145 171 140 101 362974 240 220 196 162 80 58 362734 74 362660 74 362586 159 362427 54 47 internal_count=363187 42 363145 171 140 101 362974 240 220 196 162 80 58 362734 74 362660 74 362586 159 362427 54 47 is_linear=0 shrinkage=0.01 Tree=428 num_leaves=23 num_cat=0 split_feature=19 13 1 6 6 2 5 6 18 2 2 16 0 2 7 4 10 4 0 2 0 5 split_gain=3.80977e+06 9.36716e+06 9.01854e+06 4.91511e+07 3.23636e+07 2.13883e+07 8.47115e+06 4.14852e+06 4.72024e+07 1.24382e+07 3.22189e+06 4.09352e+06 2.71058e+06 2.6206e+06 1.28939e+06 3.19467e+06 991576 3.72499e+06 1.00276e+06 4.9462e+06 1.58363e+06 508257 threshold=2812.9105000000004 267.20500000000004 2779.5510000000008 1520.8892800000003 275.94813500000004 2593.0505000000003 274.07025000000004 1913.0125000000005 321.88825000000003 2593.0505000000003 1254.2925000000002 272.43498000000005 53.8705 141.4265 2690.3565000000003 970.01225000000011 2855.9890500000006 53.21200000000001 2773.7250000000004 26.254000000000001 1266.1895000000002 228.71120000000002 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 7 4 6 -5 12 14 9 10 11 -9 -4 -14 16 21 18 -18 20 -20 -1 -16 right_child=1 -3 3 5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 15 -17 17 -19 19 -21 -22 -23 leaf_value=-0.0004597753020923527 -1.9413848719596862 7.5145000345056712 3.0521335515108974 -3.6513043365875881 11.073377861609826 -16.625655398898655 -6.9631387311762039 -0.37392162853563338 16.023770454406737 -6.817029217084249 3.6086426050522751 4.45830181312561 -3.8503177624657043 0.78817322895444675 -0.71784722277992663 -4.5141289797696205 -1.1213300560260642 4.0913187408447262 -3.3247969308191414 0.92632228543681483 0.56611766189457435 1.2516207199096681 leaf_weight=361994 20 22 22 24 26 27 22 142 20 24 34 20 21 29 38 22 29 26 49 62 494 20 leaf_count=361994 20 22 22 24 26 27 22 142 20 24 34 20 21 29 38 22 29 26 49 62 494 20 internal_value=0 3.0117 -0.000267072 -2.29625 1.19888 -10.5201 -1.53236 0.000814582 1.31512 -0.0220259 0.810015 0.222649 0.127046 -1.15999 -5.50203e-05 -1.26946 0.000225005 1.34283 2.13546e-05 -0.950298 0.000312359 -0.0387203 internal_weight=0 42 363145 171 120 51 94 362974 240 220 196 162 72 50 362734 80 362654 55 362599 111 362488 58 internal_count=363187 42 363145 171 120 51 94 362974 240 220 196 162 72 50 362734 80 362654 55 362599 111 362488 58 is_linear=0 shrinkage=0.01 Tree=429 num_leaves=25 num_cat=1 split_feature=0 5 1 1 4 5 4 10 3 26 7 2 10 4 9 1 3 14 4 2 24 8 5 4 split_gain=3.11176e+06 2.22227e+07 3.21348e+07 1.97974e+07 6.4802e+06 6.42351e+06 2.50026e+07 4.86424e+06 4.36495e+06 4.31247e+06 3.04127e+06 2.98838e+06 2.14422e+06 7.14985e+06 1.88557e+06 1.15871e+06 986063 4.05057e+06 2.12004e+06 1.48748e+06 3.12897e+06 1.7011e+06 665867 432098 threshold=2773.7250000000004 184.35900000000001 355.00374000000005 2779.5510000000008 2632.2792750000003 2763.7525000000005 1876.5445000000002 172.53300000000002 1278.9218000000003 2022.5000000000002 2690.3565000000003 1092.7150000000004 2855.9890500000006 53.21200000000001 536.95000000000016 677.74500000000012 2692.2960000000003 117.19185000000002 267.13700000000006 621.21800000000007 0 1926.0125000000005 65.850750000000019 54.939000000000007 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 9 4 7 10 8 -3 14 -2 12 15 16 -14 23 22 19 18 -18 21 -21 -1 -12 -7 right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.0013835800875786417 -5.0028769207000732 4.6960816211700438 9.3002351379394526 -10.381336127616263 -5.7764732418060305 0.86116485118865971 11.689485374118972 -2.1947994059608096 3.878481167879972 0.5402596775054932 -0.65247610653147969 -4.7415965850830082 -1.1832454976168547 5.8285777678856485 -3.575156471418298 1.3135353374481202 1.5227108006043866 -4.5680183188120527 -2.1239930587768554 1.2386142460395551 0.1033689004621263 1.1944295080569611 -2.9519909992218016 -1.1030193692161923 leaf_weight=360701 32 20 38 37 20 24 23 21 22 25 34 25 33 26 23 20 44 24 25 280 1530 119 20 21 leaf_count=360701 32 20 38 37 20 24 23 21 22 25 34 25 33 26 23 20 44 24 25 280 1530 119 20 21 internal_value=0 -1.26935 2.17709 -4.61029 -1.10981 0.000755371 2.38461 1.16661 0.00669485 -2.57168 1.30465e-05 -1.75246 0.00049128 1.90671 -1.24594 -0.742612 0.000181217 -1.02939 0.201441 0.00044526 0.286401 -0.000989196 -1.50415 -0.0554545 internal_weight=0 193 95 98 61 362994 113 41 90 57 362881 99 362782 59 68 74 362723 93 69 362630 1810 360820 54 45 internal_count=363187 193 95 98 61 362994 113 41 90 57 362881 99 362782 59 68 74 362723 93 69 362630 1810 360820 54 45 cat_boundaries=0 1 cat_threshold=1040 is_linear=0 shrinkage=0.01 Tree=430 num_leaves=34 num_cat=2 split_feature=5 4 9 0 3 9 4 0 1 1 1 5 6 5 7 0 26 4 25 7 0 3 17 9 11 1 9 3 25 2 9 4 6 split_gain=1.5015e+07 4.06549e+07 4.73534e+07 1.2483e+07 1.37289e+07 2.74243e+06 1.61066e+07 6.85081e+06 1.53863e+07 5.87606e+06 6.03656e+06 3.55547e+06 1.98237e+06 5.40955e+06 6.45055e+06 4.11195e+06 1.76372e+06 1.38863e+06 4.18112e+06 3.38689e+06 2.81791e+06 1.21856e+06 995522 1.28911e+06 962384 1.47587e+06 819892 864130 752373 605741 547049 316553 13906.4 threshold=2763.7525000000005 2632.2792750000003 1889.5600000000002 1836.963 1278.9218000000003 1889.5600000000002 2632.2792750000003 2773.7250000000004 2779.5510000000008 554.77325000000008 48.966000000000001 60.002000000000002 1913.0125000000005 461.00700000000006 710.08000000000004 635.67100000000016 2022.5000000000002 480.16275000000002 0 710.08000000000004 1501.0951200000002 1471.8415000000002 236.78700000000006 2724.2674800000009 1962.6297000000002 153.42400000000001 300.85418000000004 73.203000000000017 1 863.30000000000007 26.246250000000003 53.21200000000001 17.806250000000006 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 9 2 2 2 2 left_child=5 3 -3 4 30 7 21 12 9 10 16 -11 17 26 -15 -16 -9 24 19 -19 -20 22 23 29 28 -26 27 -14 -1 -7 31 -2 -25 right_child=1 2 -4 -5 -6 6 -8 8 -10 11 -12 -13 13 14 15 -17 -18 18 20 -21 -22 -23 -24 32 25 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.14840184411319288 1.1362236099243164 0.91561095428466799 22.676451553344727 -6.8787339328584221 8.3636242841637642 -0.70448666703467289 -9.0420444156812589 2.5886455127171111 9.6649738610309104 -5.2470691833496099 7.0125586813972109 0.3611594361525316 -0.69920697859355385 6.4626622386276722 4.1295184135437015 -1.8072534581593105 -0.87378230085296016 0.45500127084107339 -0.088784771669583859 1.9877030939526028 -3.2983607459068298 -1.9665962794519241 -1.1659216768313676 2.280733209337507 -0.33973785818977786 -3.4406323614120482 -2.2655581982930504 1.6397999728809702 -0.0014623347679188475 1.3489091186523439 -1.5232033698789536 -0.64297065162658695 1.9122862472534181 leaf_weight=3509 20 20 20 21 23 51 23 28 23 20 21 26 56 32 20 28 31 919 1187 171 28 31 39 21 66 20 21 22 356792 20 31 20 20 leaf_count=3509 20 20 20 21 23 51 23 28 23 20 21 26 56 32 20 28 31 919 1187 171 28 31 39 21 66 20 21 22 356792 20 31 20 20 internal_value=0 3.11224 11.796 0.0917887 1.64903 -0.000838594 -1.15713 -0.000185627 2.14364 0.770693 2.40823 -2.0772 -0.00106591 1.05104 2.98491 0.666401 0.769404 -0.00158516 0.243081 0.68913 -0.161422 -0.160687 0.210063 0.689201 -0.00315002 -1.06088 -0.511684 -0.0394871 -0.00289755 -0.126065 -0.526116 0.246626 2.101 internal_weight=0 155 40 115 94 363225 205 363020 149 126 80 46 362871 179 80 48 59 362692 2305 1090 1215 182 151 112 360387 86 99 78 360301 71 71 40 41 internal_count=363380 155 40 115 94 363225 205 363020 149 126 80 46 362871 179 80 48 59 362692 2305 1090 1215 182 151 112 360387 86 99 78 360301 71 71 40 41 cat_boundaries=0 6 12 cat_threshold=1097728 1074038272 135794688 2214592513 17408 2147484674 1048576 0 0 272 32768 1049600 is_linear=0 shrinkage=0.01 Tree=431 num_leaves=23 num_cat=0 split_feature=5 8 6 7 8 4 0 12 6 2 1 15 0 4 0 1 7 10 7 14 4 9 split_gain=1.47162e+07 5.72925e+07 1.51483e+07 1.2656e+07 3.50779e+06 9.42003e+06 5.13311e+06 1.21068e+07 3.04573e+07 1.46913e+07 3.39531e+06 1.73617e+06 7.96104e+06 1.54308e+06 2.99827e+06 5.53175e+06 2.83902e+06 1.3269e+06 3.59946e+06 928000 587097 523626 threshold=2763.7525000000005 2877.4750000000008 1520.8892800000003 654.14525000000003 2877.4750000000008 2632.2792750000003 2773.7250000000004 235.67175000000006 275.94813500000004 27.046500000000005 959.97700000000009 2640.1488000000004 41.396325000000012 480.16275000000002 1501.0951200000002 1461.4925000000003 1489.0961200000002 1528.9670000000003 209.55600000000004 1541.2800000000002 297.30250000000007 259.67600000000004 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 20 6 21 11 8 9 -8 -11 13 -13 17 16 -16 -15 19 -19 -1 -2 -6 right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.0023761582023611068 -1.1062367125561363 15.240537517916771 -5.318302744272593 7.7145167396808496 -0.92745918055943077 -8.0373202323913571 4.5522484640805763 -3.5651298118360115 13.632150709732718 -0.34688895163328753 -5.6707490859985352 -1.3296777131480557 6.7626635031700131 0.25737577288949137 -2.8930217070261639 1.9216087897164482 2.0599124593001146 0.15064757531149345 -2.9093176827759577 -0.88933608918876972 1.0104765319824218 0.94604480119851919 leaf_weight=360251 38 31 37 29 35 20 52 33 23 23 25 31 20 2195 75 35 91 114 58 118 20 26 leaf_count=360251 38 31 37 29 35 20 52 33 23 23 25 31 20 2195 75 35 91 114 58 118 20 26 internal_value=0 3.08112 0.0412606 2.32062 -0.000830249 -2.08161 -0.000366127 1.8132 3.25617 0.869697 -3.11973 -0.00114554 1.84379 -0.00140479 0.251532 -1.36109 0.32913 -0.0030857 -0.881201 -0.00266659 -0.376336 -0.128916 internal_weight=0 155 124 87 363225 81 363144 156 123 100 48 362988 51 362937 2396 110 2286 360541 172 360369 58 61 internal_count=363380 155 124 87 363225 81 363144 156 123 100 48 362988 51 362937 2396 110 2286 360541 172 360369 58 61 is_linear=0 shrinkage=0.01 Tree=432 num_leaves=33 num_cat=1 split_feature=5 6 6 2 9 9 3 0 1 1 1 5 6 7 6 5 7 0 1 26 11 1 3 25 1 9 16 0 5 2 2 26 split_gain=1.44234e+07 3.52419e+07 1.23994e+07 1.45643e+07 4.97422e+06 2.6758e+06 1.30678e+07 6.59324e+06 1.51773e+07 5.66373e+06 5.96753e+06 3.44005e+06 2.29325e+06 1.99241e+06 1.94561e+06 5.30715e+06 5.97223e+06 3.39274e+06 1.73537e+06 1.72686e+06 987474 1.88401e+06 1.08558e+06 3.5707e+06 1.10835e+06 784915 1.00036e+06 905955 696604 572593 452070 10788 threshold=2763.7525000000005 2871.8940000000007 1520.8892800000003 1254.2925000000002 536.95000000000016 1889.5600000000002 2692.2960000000003 2773.7250000000004 2779.5510000000008 554.77325000000008 48.966000000000001 60.002000000000002 1118.3050000000001 7.3144500000000008 1913.0125000000005 284.82500000000005 654.14525000000003 635.67100000000016 786.48464000000001 2022.5000000000002 1962.6297000000002 959.97700000000009 292.91330000000005 0 2779.5510000000008 2724.2674800000009 9.4132500000000014 746.42750000000012 483.99125000000009 77.094000000000008 29.401750000000003 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 2 2 2 2 2 2 left_child=5 2 3 4 13 7 12 14 9 10 19 -11 25 -2 20 29 -17 -18 -14 -9 22 28 24 -24 -1 27 -27 30 -22 31 -7 -16 right_child=1 -3 -4 -5 -6 6 -8 8 -10 11 -12 -13 18 -15 15 16 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 -32 -33 leaf_value=-0.0029303294996443512 0.025497438369258756 11.565679529550914 -5.7174827106182402 9.6527069187164312 -4.2317231812477107 -0.28803967326879504 -8.616479819161551 2.5177499430520194 9.5730524278723674 -5.1745928077697751 6.9249765214465917 0.34185808401841383 -0.32774050199068511 4.0148352159772598 0.0049756320317586259 5.7737973493651342 3.4980208258195358 -1.7097253470585265 -4.0567044468720752 -0.90830607752646175 -0.73903063960172033 -3.2868651386407706 0.46601941997965024 -0.10869546257000533 -1.3854127097129822 2.4092269105622264 -0.382723019917806 -1.8152906913757323 1.2215497167905172 -1.9224543410081132 1.5499593568884809 -0.26320399415493012 leaf_weight=358171 31 37 26 20 20 32 21 28 23 20 21 26 26 21 24 38 22 29 24 31 74 26 1992 2347 58 33 21 25 24 26 23 40 leaf_count=358171 31 37 26 20 20 32 21 28 23 20 21 26 26 21 24 38 22 29 24 31 74 26 1992 2347 58 33 21 25 24 26 23 40 internal_value=0 3.0503 0.38023 2.1035 0.00649301 -0.000821946 -1.14298 -0.00017696 2.10296 0.739369 2.34705 -2.0566 -0.290029 1.63658 -0.00104054 1.04126 2.77279 0.536753 -2.11764 0.717619 -0.00155495 -0.893787 -0.0012498 0.155975 -0.00315416 0.391917 1.32347 -0.236881 -0.258889 -0.671028 0.480578 -0.162637 internal_weight=0 155 118 92 72 363225 205 363020 149 126 80 46 184 52 362871 179 89 51 50 59 362692 124 362568 4339 358229 134 54 80 98 90 55 64 internal_count=363380 155 118 92 72 363225 205 363020 149 126 80 46 184 52 362871 179 89 51 50 59 362692 124 362568 4339 358229 134 54 80 98 90 55 64 cat_boundaries=0 7 cat_threshold=2147840 142607424 134742357 0 4211712 1090 1 is_linear=0 shrinkage=0.01 Tree=433 num_leaves=29 num_cat=3 split_feature=5 8 6 7 8 4 0 12 6 2 1 4 25 7 0 24 4 6 13 1 6 14 12 0 7 24 4 9 split_gain=1.41364e+07 5.58144e+07 1.48252e+07 1.23576e+07 3.40971e+06 9.1854e+06 4.936e+06 1.18425e+07 2.98282e+07 1.43892e+07 3.33682e+06 1.66911e+06 4.6659e+06 5.42223e+06 8.47734e+06 2.3978e+06 1.6867e+06 1.87142e+06 804989 2.15788e+06 914434 2.27486e+06 980886 898307 894147 643060 566621 516766 threshold=2763.7525000000005 2877.4750000000008 1520.8892800000003 654.14525000000003 2877.4750000000008 2632.2792750000003 2773.7250000000004 235.67175000000006 275.94813500000004 27.046500000000005 959.97700000000009 480.16275000000002 0 1489.0961200000002 531.67662500000017 1 1115.3337000000004 85.33120000000001 485.42915000000011 786.48464000000001 231.83000000000004 1151.8115000000003 1922.9850000000004 688.40820000000008 654.14525000000003 2 297.30250000000007 259.67600000000004 decision_type=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 1 2 2 left_child=4 2 3 26 6 27 11 8 9 -8 -11 18 16 15 -15 -14 25 -18 20 24 22 -22 -1 -21 -20 -13 -2 -6 right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 -12 12 13 14 -16 -17 17 -19 19 23 21 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.0039214064718675083 -1.1077040396238629 15.021352041921308 -5.2826825198611695 7.604274254502922 -0.91736935588291713 -7.9333671531677252 4.4879808763357314 -3.5412516825126881 13.47344362673552 -0.35585811459499861 -5.6336628356933591 0.48764924992296033 1.0728140601300848 -0.30640671679848119 6.2499035018827866 0.19119266202634944 -0.32398388066499129 -2.209885922854709 -0.061069583676764003 -1.0925599186471169 0.12909585437964635 2.7660740800337358 1.4256900816162428 -3.3813054346155234 -1.1596047628661732 -0.33066435144628797 0.97177085876464842 0.94382212492135853 leaf_weight=355688 38 31 37 29 35 20 52 33 23 23 25 123 406 38 41 1252 115 97 869 47 3783 33 48 27 81 340 20 26 leaf_count=355688 38 31 37 29 35 20 52 33 23 23 25 123 406 38 41 1252 115 97 869 47 3783 33 48 27 81 340 20 26 internal_value=0 3.0198 0.0194142 2.27433 -0.000813629 -2.0523 -0.000356042 1.77806 3.20519 0.843487 -3.10471 -0.00112034 0.261064 0.533588 3.09624 0.414702 -0.441595 -1.18687 -0.00287417 -0.282855 -0.00207679 0.1519 -0.00372851 -1.92764 -0.154734 -0.109882 -0.390644 -0.124075 internal_weight=0 155 124 87 363225 81 363144 156 123 100 48 362988 2412 1737 79 1658 675 212 360576 1024 359552 3816 355736 74 950 463 58 61 internal_count=363380 155 124 87 363225 81 363144 156 123 100 48 362988 2412 1737 79 1658 675 212 360576 1024 359552 3816 355736 74 950 463 58 61 cat_boundaries=0 7 8 9 cat_threshold=2284061188 65540 67108928 1081081888 2099200 1 2 336 1552 is_linear=0 shrinkage=0.01 Tree=434 num_leaves=28 num_cat=2 split_feature=5 8 6 6 8 4 4 25 2 8 2 4 21 14 25 12 16 2 26 1 26 15 1 10 6 11 26 split_gain=1.3855e+07 5.47037e+07 1.45301e+07 9.84837e+06 3.34185e+06 9.00261e+06 2.67736e+06 8.5631e+06 2.10965e+07 3.23767e+07 3.74957e+06 6.25734e+06 3.58306e+06 3.20756e+06 2.24569e+06 1.82607e+06 1.66795e+06 1.3069e+06 3.03919e+06 1.57316e+06 5.76266e+06 1.48585e+06 1.03427e+06 969342 784974 542305 289656 threshold=2763.7525000000005 2877.4750000000008 1520.8892800000003 571.28500000000008 2877.4750000000008 2632.2792750000003 480.16275000000002 0 1800.6974500000001 418.50114000000002 1800.6974500000001 1876.5445000000002 578.79750000000013 1298.1175000000001 1 9.5730000000000022 257.71475000000004 2593.0505000000003 2022.5000000000002 2779.5510000000008 2022.5000000000002 2640.1488000000004 959.97700000000009 1528.9670000000003 59.756000000000022 760.25000000000011 2022.5000000000002 decision_type=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 left_child=4 2 3 15 6 25 17 8 13 -10 12 22 14 16 -9 26 -8 19 -19 21 -21 23 -12 -1 -20 -6 -2 right_child=1 -3 -4 -5 5 -7 7 10 9 -11 11 -13 -14 -15 -16 -17 -18 18 24 20 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.002453083347008847 2.3946200143723262 14.871138876638105 -5.2298556436074755 8.4096599516868586 -0.90856784741083785 -7.8540334396362299 0.87753183453722217 -0.50126015905309318 16.977490583147322 0.55173222405569899 1.4820370310544968 -5.7763589337666827 3.2638308875701005 4.3067401977539062 0.26337691530868584 -2.0300228545779273 -0.51699270851471846 0.91062066128379415 -1.8181635100046794 4.075552928209305 -1.3265483796290862 2.0877834507998299 -1.3469745353290015 -0.76222836877618516 -4.3757886824607857 1.0086230762481689 0.80152878875732425 leaf_weight=360307 21 31 37 20 36 20 539 595 21 28 24 30 34 25 1042 21 102 38 30 40 39 34 28 168 20 25 25 leaf_count=360307 21 31 37 20 36 20 539 595 21 28 24 30 34 25 1042 21 102 38 30 40 39 34 28 168 20 25 25 internal_value=0 2.9896 0.0192202 2.25159 -0.000805101 -2.03177 -0.00035209 0.327895 1.24124 7.59134 -0.0514219 -2.13948 0.0507363 0.79268 -0.0159987 0.413355 0.655626 -0.00259819 -1.2211 -0.00230081 1.40869 -0.00261001 -0.0412769 -0.00280718 -2.84121 -0.122834 1.52881 internal_weight=0 155 124 87 363225 81 363144 2468 715 49 1753 82 1671 666 1637 67 641 360676 88 360588 79 360509 52 360475 50 61 46 internal_count=363380 155 124 87 363225 81 363144 2468 715 49 1753 82 1671 666 1637 67 641 360676 88 360588 79 360509 52 360475 50 61 46 cat_boundaries=0 6 12 cat_threshold=49152 1074004480 1572864 1 16384 1026 2149580800 134217732 67109184 1079050272 2048 1 is_linear=0 shrinkage=0.01 Tree=435 num_leaves=22 num_cat=1 split_feature=17 4 9 4 6 4 1 4 3 0 5 11 1 0 25 0 3 3 9 0 12 split_gain=4.58264e+06 1.8229e+07 1.44899e+07 7.19919e+07 1.41467e+07 3.97415e+07 6.5139e+06 2.3314e+07 1.44337e+07 8.79795e+06 5.6022e+06 1.97161e+06 1.75647e+06 1.39505e+06 3.40057e+06 5.23642e+06 3.84048e+06 858452 707286 609783 530776 threshold=2732.1750000000006 1291.5535000000002 2724.2674800000009 2632.2792750000003 2871.8940000000007 1876.5445000000002 2779.5510000000008 1876.5445000000002 1107.1660000000004 1501.0951200000002 834.63750000000016 214.87597000000002 584.17800000000011 3.3935000000000004 0 4.9628675000000007 2692.2960000000003 2692.2960000000003 22.657000000000004 125.1855 2813.3566500000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 11 4 10 6 12 13 8 9 -8 19 -2 18 17 15 -15 -16 20 -6 -4 -1 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14 14 16 -17 -18 -19 -20 -21 -22 leaf_value=-0.0077434225933130478 -0.95855657253245052 -10.30359639485677 0.85560354109733339 19.809662836248226 -0.32272801011800767 -15.298480002569116 0.72527442244812845 11.87167064666748 -5.1790351013703777 8.0558580933917661 -3.3774477273064689 3.3796389427185058 2.1027056121826173 2.2958396987962724 0.020298036640442371 0.22796416547727918 -3.9002912918090824 1.4758606491333399 -2.6845693806239534 3.0952364772558214 -1.4365945208301911 leaf_weight=314626 22 21 31 22 32 23 64 21 33 22 37 20 22 125 42157 6021 25 39 21 20 26 leaf_count=314626 22 21 31 22 32 23 64 21 33 22 37 20 22 125 42157 6021 25 39 21 20 26 internal_value=0 -2.69636 0.000910056 3.62978 -0.000188823 -3.79907 0.000836321 2.15745 0.443179 2.60054 -0.415195 1.10725 -0.272583 4.61211e-06 0.0500279 0.269583 0.0179702 -0.00767761 -1.25855 1.73389 -0.00786149 internal_weight=0 63 363367 110 363257 98 363159 140 119 86 88 42 75 363019 48328 6146 42182 314691 53 51 314652 internal_count=363430 63 363367 110 363257 98 363159 140 119 86 88 42 75 363019 48328 6146 42182 314691 53 51 314652 cat_boundaries=0 6 cat_threshold=9486336 134480448 80 4292608 4194945 42 is_linear=0 shrinkage=0.01 Tree=436 num_leaves=22 num_cat=0 split_feature=17 2 2 12 4 3 0 13 1 8 15 14 7 8 14 2 0 0 3 0 8 split_gain=4.49145e+06 1.79897e+07 8.50622e+06 5.14724e+07 1.68329e+08 5.00271e+07 5.11235e+06 1.90428e+06 1.86772e+06 1.74356e+06 2.67805e+06 5.68769e+06 2.59551e+06 2.4385e+06 4.76671e+06 4.06352e+06 2.30541e+06 1.42138e+06 1.19062e+07 1.48342e+06 1.28951e+06 threshold=2732.1750000000006 1092.7150000000004 2593.0505000000003 85.539750000000012 1517.5820000000001 2692.2960000000003 688.40820000000008 545.24750000000006 138.62250000000003 2877.4750000000008 2640.1488000000004 709.17750000000012 54.957000000000015 1926.0125000000005 573.0100000000001 204.32750000000004 474.32500000000005 2773.7250000000004 1471.8415000000002 1836.963 607.31900000000007 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 9 5 20 6 8 -2 -4 10 13 -12 -11 17 15 -15 -14 19 -19 -1 -5 right_child=1 -3 3 4 -6 -7 -8 -9 -10 12 11 -13 16 14 -16 -17 -18 18 -20 -21 -22 leaf_value=-0.00060523601746116055 -0.85823310395081831 -9.9643419057672684 1.4543888251921708 -4.7011024093627931 31.045685824518618 -13.651515161726211 4.6702553290289801 3.4533065434098247 -2.146192951965332 1.0472815382922138 -0.46403425879776478 6.1410524645718656 -0.55472586936950685 0.7784550325494064 -2.2943993469520851 5.000118983419318 -4.7326718017033169 2.6026323199515442 -5.392083405204442 -0.94899939459742921 -1.1101290524005891 leaf_weight=362639 21 22 34 20 23 27 37 20 25 27 32 22 25 57 27 38 28 98 23 165 20 leaf_count=362639 21 22 34 20 23 27 37 20 25 27 32 22 25 57 27 38 28 98 23 165 20 internal_value=0 -2.6694 0.000900955 2.13887 9.4893 -1.62599 1.75619 1.24496 -0.0712814 -0.000193985 0.000131244 2.22693 -1.47633 -0.000199972 1.41334 2.46712 -2.76194 -0.000675145 1.08298 -0.00103656 -2.90562 internal_weight=0 63 363367 186 63 123 96 41 59 363181 363101 54 80 363047 122 95 53 362925 121 362804 40 internal_count=363430 63 363367 186 63 123 96 41 59 363181 363101 54 80 363047 122 95 53 362925 121 362804 40 is_linear=0 shrinkage=0.01 Tree=437 num_leaves=23 num_cat=2 split_feature=17 4 2 4 3 0 7 4 10 15 14 6 1 0 25 0 1 26 5 2 3 25 split_gain=4.40207e+06 1.76325e+07 8.33694e+06 3.69355e+07 1.43563e+07 9.98131e+06 3.82977e+06 1.82914e+06 1.67874e+06 1.67065e+06 5.92311e+06 1.47673e+06 1.54996e+06 1.29174e+06 2.83794e+06 1.5026e+07 3.75592e+06 1.22947e+06 694348 672944 832503 487569 threshold=2732.1750000000006 1291.5535000000002 2593.0505000000003 2632.2792750000003 1854.9329420000001 885.78750000000014 335.14175000000006 11.321376000000003 203.63750000000002 2640.1488000000004 709.17750000000012 2871.8940000000007 494.77402000000006 3.3935000000000004 0 1836.963 2779.5510000000008 2022.5000000000002 150.60000000000005 1254.2925000000002 642.60925000000009 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 left_child=2 7 9 4 5 8 -7 -2 17 11 -11 13 18 19 15 -15 -16 -4 -13 21 -21 -1 right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12 12 -14 14 16 -17 -18 -19 -20 20 -22 -23 leaf_value=0.029899131297583228 -0.89161882297559214 -10.124421655564081 2.0076426328931536 12.081856856807585 -5.8420866248011594 8.5120941959727894 2.4658626403808594 3.2868951556682591 -2.8077694929213748 -0.93963877846212951 5.6310206172777262 -1.2268080897485056 -3.1541519292195637 0.3543358726066092 0.039364437601262126 7.525847757975261 -2.2954428859378981 -0.86169269740581511 1.1630817821025849 -0.36504854697215405 -2.4413450060378419 -0.011381706867381221 leaf_weight=31824 22 21 28 31 32 22 20 20 21 34 23 31 30 1118 47140 30 69 32 20 158 22 282682 leaf_count=31824 22 21 28 31 32 22 20 20 21 34 23 31 30 1118 47140 30 69 32 20 158 22 282682 internal_value=0 -2.64271 0.000891946 2.11748 0.124601 1.67691 5.63294 1.09815 -0.374362 -0.000192045 1.71168 -0.000460759 -1.35054 -0.000159537 0.0479595 0.537066 0.0359443 0.47733 -0.289596 -0.00755387 -0.618818 -0.00720402 internal_weight=0 63 363367 186 155 123 42 42 81 363181 57 363124 81 363043 48357 1148 47209 60 51 314686 180 314506 internal_count=363430 63 363367 186 155 123 42 42 81 363181 57 363124 81 363043 48357 1148 47209 60 51 314686 180 314506 cat_boundaries=0 6 13 cat_threshold=9437184 0 0 0 640 40 2147483776 1074888724 2148602048 6366000 2048 278938664 3 is_linear=0 shrinkage=0.01 Tree=438 num_leaves=21 num_cat=1 split_feature=17 4 9 4 6 4 1 4 3 26 5 11 10 15 3 0 24 3 0 6 split_gain=4.31446e+06 1.72816e+07 1.40833e+07 6.98506e+07 1.38831e+07 3.91909e+07 6.35138e+06 2.27332e+07 1.40631e+07 9.88847e+06 5.45711e+06 1.92616e+06 1.74259e+06 6.41004e+06 1.73385e+06 1.24646e+06 1.87564e+06 845192 593746 117455 threshold=2732.1750000000006 1291.5535000000002 2724.2674800000009 2632.2792750000003 2871.8940000000007 1876.5445000000002 2779.5510000000008 1876.5445000000002 1107.1660000000004 2022.5000000000002 834.63750000000016 214.87597000000002 2855.9890500000006 54.260000000000005 119.5475 3.3935000000000004 0 2692.2960000000003 125.1855 16.572500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 11 4 10 6 14 12 8 9 -8 18 -2 15 19 -6 17 -17 -1 -4 -14 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 leaf_value=-0.0077302313499504087 -0.95468765161254188 -10.023177032470704 0.84852097357473077 19.515920028686523 -1.573200617723687 -15.18301295093868 6.0377502808116734 11.722830065772646 -5.1119928231383813 -0.74588857721198698 -3.3295332480765678 3.333209632873535 -1.14903484916687 6.3264844951629646 1.5009667038917542 0.15501985674125646 0.011049581094794019 1.4644883295053093 3.0585072251558301 -0.065266796112060543 leaf_weight=314625 22 21 31 22 43 23 42 21 33 44 37 20 20 20 32 12053 36242 39 20 20 leaf_count=314625 22 21 31 22 43 23 42 21 33 44 37 20 20 20 32 12053 36242 39 20 20 internal_value=0 -2.61628 0.000883031 3.57847 -0.000200319 -3.76353 0.000815232 2.13036 0.437568 2.56705 -0.405891 1.08717 -6.03657e-06 1.70406 -0.261556 -0.000287732 0.0470147 -0.00754776 1.71518 -0.607151 internal_weight=0 63 363367 110 363257 98 363159 140 119 86 88 42 363019 60 75 362959 48295 314664 51 40 internal_count=363430 63 363367 110 363257 98 363159 140 119 86 88 42 363019 60 75 362959 48295 314664 51 40 cat_boundaries=0 1 cat_threshold=22 is_linear=0 shrinkage=0.01 Tree=439 num_leaves=22 num_cat=2 split_feature=17 2 9 4 5 5 0 0 1 1 2 9 2 1 11 0 15 24 12 0 24 split_gain=4.22861e+06 1.72044e+07 1.38031e+07 6.84606e+07 5.34851e+06 3.10784e+06 2.97175e+07 7.591e+06 2.18726e+07 5.04073e+06 7.39429e+06 4.33125e+06 3.6614e+06 3.15424e+06 2.03551e+06 1.15014e+06 2.75557e+06 1.49008e+06 651352 581930 408302 threshold=2732.1750000000006 1092.7150000000004 2724.2674800000009 2632.2792750000003 834.63750000000016 2763.7525000000005 1836.963 2773.7250000000004 2779.5510000000008 469.42150000000009 26.254000000000001 214.94750000000002 1092.7150000000004 157.60600000000005 177.60300000000004 3.3935000000000004 2640.1488000000004 0 2813.3566500000006 125.1855 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 left_child=2 14 5 4 19 7 11 15 9 10 -9 13 -11 -7 -2 18 17 -17 20 -4 -1 right_child=1 -3 3 -5 -6 6 -8 8 -10 12 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=0.0289861033532927 -0.93660145248685567 -9.7240582882274289 0.8400357677090553 19.320761316472833 -3.2962379445256413 1.3139040714985615 -11.802688041355299 0.18437709865570068 11.230877957551376 -4.6409433703745409 7.1413163601268428 4.1984895805801665 0.72716428756713869 -3.2841283050537111 3.5210254993438719 -0.059357470387063023 3.4324483410517379 0.073264563088590293 -1.532710831420762 3.0279221796989439 -0.010997189381034151 leaf_weight=28029 21 22 31 22 37 37 23 50 23 24 22 28 27 25 20 10954 24 37302 28 20 286661 leaf_count=28029 21 22 31 22 37 37 23 50 23 24 22 28 27 25 20 10954 24 37302 28 20 286661 internal_value=0 -2.59012 0.000874247 3.54269 -0.401832 -0.00019827 -1.65834 0.000317697 2.28006 0.60633 2.31011 0.934099 -1.799 -0.540141 1.23785 -0.000599229 0.0448474 0.0431626 -0.00757106 1.69803 -0.00743536 internal_weight=0 63 363367 110 88 363257 113 363144 146 123 72 90 51 62 41 362998 48280 48256 314718 51 314690 internal_count=363430 63 363367 110 88 363257 113 363144 146 123 72 90 51 62 41 362998 48280 48256 314718 51 314690 cat_boundaries=0 1 2 cat_threshold=2177 1 is_linear=0 shrinkage=0.01 Tree=440 num_leaves=35 num_cat=5 split_feature=3 16 12 9 7 5 17 3 3 14 4 25 2 8 5 2 22 3 14 2 25 2 25 25 3 0 17 10 10 2 24 5 9 19 split_gain=4.33701e+06 4.43819e+07 9.22277e+07 1.68485e+07 3.30765e+07 1.44451e+07 1.66656e+06 9.13144e+06 1.55486e+06 4.34764e+06 4.27219e+06 2.01302e+06 2.22472e+06 1.74303e+06 2.24946e+06 1.94429e+06 1.22226e+06 1.37952e+06 2.3853e+06 1.00212e+06 4.86666e+06 7.68675e+07 3.64145e+06 1.43573e+06 1.42236e+06 1.41118e+06 863046 687801 942316 678206 609263 580513 406931 87552.5 threshold=2692.2960000000003 52.521000000000008 85.539750000000012 323.04725000000008 274.78110000000004 139.80500000000004 1268.0600000000002 1278.9218000000003 1471.8415000000002 271.24895000000004 1115.3337000000004 0 957.78375000000017 58.248500000000007 337.81075000000004 669.1825 172.52400000000003 56.260000000000012 114.21210000000001 26.254000000000001 1 28.479750000000006 2 3 292.91330000000005 885.78750000000014 1772.4296500000003 2855.9890500000006 1797.2975000000001 104.10200000000002 4 543.59225000000015 636.6312200000001 28.013000000000002 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 9 2 2 2 2 2 2 1 2 2 2 left_child=6 2 3 4 5 29 8 16 19 11 -11 13 31 14 -10 -15 17 32 -19 27 21 -21 -23 25 -25 -22 -20 28 30 -2 -1 -13 33 -8 right_child=1 -3 -4 -5 -6 -7 7 -9 9 10 -12 12 -14 15 -16 -17 -18 18 26 20 23 22 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.017912076821828084 0.35683249950408935 -8.1273106363657366 20.398339156082699 -8.2528757095336918 12.865939559936523 -8.1579553950916637 -0.1902136769794649 6.3118661732143826 3.4468404049873351 -1.0046733643026913 -6.6601429453763092 -0.6050326837312191 -3.1539989297530231 -2.5563256039826765 -0.59486691157023108 1.7068781194686888 -1.8102827434028899 4.432444129943848 1.7226198636568508 20.264863494873048 -0.23786689787354076 -0.54403887448470989 1.2597946290278064 0.033909777503349676 0.29658131701420798 -2.8507914370582217 -0.78644984080873681 -1.6312832839672382 1.3962723459800086 2.8274298538208007 -0.01286905079825304 1.0845331054687501 -1.5397402104877289 0.51080267982482908 leaf_weight=86549 20 37 28 20 21 22 62 27 40 34 22 109 34 23 21 20 28 20 26 20 1313 258 183 21511 2280 21 29 26 48 25 250098 25 21 25 leaf_count=86549 20 37 28 20 21 22 62 27 40 34 22 109 34 23 21 20 28 20 26 20 1313 258 183 21511 2280 21 29 26 48 25 250098 25 21 25 internal_value=0 1.58334 4.22521 0.0321722 1.91514 -1.5172 -0.000370737 0.836154 -0.000919754 -0.689115 -3.22646 -0.16672 -0.820625 0.883539 2.05543 -0.57344 0.135471 0.433182 1.47507 -0.000296725 0.0600363 1.06717 0.220721 0.0411161 0.059058 -0.276924 0.399656 -0.00488117 -0.00475558 1.72939 -0.00495534 -0.289815 -0.290349 0.0112278 internal_weight=0 173 136 108 88 67 362873 238 362635 328 56 272 168 104 61 43 211 183 75 362307 25586 461 441 25125 23791 1334 55 336721 336695 45 336647 134 108 87 internal_count=363046 173 136 108 88 67 362873 238 362635 328 56 272 168 104 61 43 211 183 75 362307 25586 461 441 25125 23791 1334 55 336721 336695 45 336647 134 108 87 cat_boundaries=0 4 10 11 18 19 cat_threshold=1081344 0 0 1073741824 2155874304 0 0 262144 128 1056 8388608 1610613120 1114388 268438733 2193834016 4197376 520 1 7 is_linear=0 shrinkage=0.01 Tree=441 num_leaves=36 num_cat=2 split_feature=3 16 12 9 7 5 17 3 15 18 3 3 1 1 4 26 11 11 7 4 5 11 1 1 15 1 6 1 25 2 4 12 24 5 17 split_gain=4.2507e+06 4.34987e+07 9.03924e+07 1.65132e+07 3.24182e+07 1.41576e+07 1.63339e+06 8.94973e+06 1.78958e+06 2.95585e+06 2.66139e+06 1.52392e+06 1.21492e+07 2.65739e+06 1.46446e+07 7.22009e+06 2.59581e+06 2.49621e+06 2.31905e+06 1.64666e+06 1.42389e+06 1.40224e+06 2.13592e+06 1.34005e+06 1.19993e+06 1.17288e+06 2.49984e+06 3.26433e+06 2.04112e+06 989966 2.37145e+06 988739 555450 216043 21164.2 threshold=2692.2960000000003 52.521000000000008 85.539750000000012 323.04725000000008 274.78110000000004 139.80500000000004 1268.0600000000002 1278.9218000000003 485.12750000000005 37.25200000000001 56.260000000000012 1471.8415000000002 2779.5510000000008 2779.5510000000008 14.450258500000002 2022.5000000000002 161.36575000000002 119.60205350000003 252.00850000000005 970.01225000000011 611.84520000000009 611.34250000000009 786.48464000000001 122.83750000000002 1797.3406500000003 57.820000000000007 1913.0125000000005 248.12580000000003 0 1800.6974500000001 93.042000000000016 483.50625000000008 1 24.489500000000007 1772.4296500000003 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 9 2 2 2 1 2 2 left_child=6 2 3 4 5 23 11 8 9 33 -11 13 16 25 15 -15 18 -16 20 -20 -13 -18 -23 -2 31 29 28 -28 -27 32 -31 -10 -1 34 -8 right_child=1 -3 -4 -5 -6 -7 7 -9 24 10 -12 12 -14 14 17 -17 21 -19 19 -21 -22 22 -24 -25 -26 26 27 -29 -30 30 -32 -33 -34 -35 -36 leaf_value=0.017282566326326285 0.16861768341064454 -8.0460375275483003 20.194355588299889 -8.1703469390869152 12.737280160813105 -8.076376091350209 0.093323229756848577 6.2487477528607407 -0.12777767479419708 0.17025122423966724 4.637956790924072 0.22190619123062033 -8.2348391036987305 7.9513841886555454 -4.2222972106933598 0.78763897220293688 -3.4702637356725234 0.33859225082397459 0.68527506139543326 4.4189051237560459 -2.2739472587020306 -2.3617952104048299 1.6607882551713422 3.6414368629455569 0.65892884305545263 1.4099485969965437 5.3002638405561449 0.72650195081469038 0.061316572578236674 -0.1750717344003565 -4.0922993459701535 -2.9298754607929904 -0.011952295314325224 -1.3060990921854971 -0.29959033351678116 leaf_weight=86924 25 37 28 20 21 22 29 27 20 24 30 149 20 34 30 24 29 20 27 21 27 33 22 20 28 103 20 71 17538 68 20 34 257455 20 26 leaf_count=86924 25 37 28 20 21 22 29 27 20 24 30 149 20 34 30 24 29 20 27 21 27 33 22 20 28 103 20 71 17538 68 20 34 257455 20 26 internal_value=0 1.56751 4.18295 0.0318505 1.89599 -1.50203 -0.000366831 0.827793 0.134116 0.86837 2.65231 -0.000910358 -0.682224 -0.000293559 1.56809 4.98708 -0.191794 -2.39794 0.370388 2.31874 -0.16098 -1.69095 -0.752762 1.71209 -1.02099 -0.000761216 0.0785526 1.73172 0.0700248 -0.00484402 -1.06535 -1.89206 -0.00457303 -0.416066 -0.0924177 internal_weight=0 173 136 108 88 67 362873 238 211 129 54 362635 328 362307 108 58 308 50 224 48 176 84 55 45 82 362199 17732 91 17641 344467 88 54 344379 75 55 internal_count=363046 173 136 108 88 67 362873 238 211 129 54 362635 328 362307 108 58 308 50 224 48 176 84 55 45 82 362199 17732 91 17641 344467 88 54 344379 75 55 cat_boundaries=0 6 7 cat_threshold=0 0 0 262144 128 10 19 is_linear=0 shrinkage=0.01 Tree=442 num_leaves=41 num_cat=7 split_feature=3 15 12 11 9 7 4 1 11 26 25 1 2 1 0 4 0 26 14 25 2 3 9 3 1 0 11 25 11 25 13 0 7 25 3 10 26 25 25 9 split_gain=4.16611e+06 2.91489e+07 8.94865e+07 1.47215e+07 1.43253e+07 2.06525e+07 6.00012e+06 1.40684e+06 3.43224e+06 3.5915e+06 1.10781e+07 2.68555e+07 3.47289e+07 7.42363e+06 5.82739e+06 4.9094e+06 3.31254e+06 2.82732e+06 2.82015e+06 2.43191e+06 2.60313e+06 1.6761e+06 1.45444e+06 1.32239e+06 1.1547e+06 1.08837e+06 685350 4.3714e+06 3.08329e+07 901800 1.30929e+06 855735 776787 2.78259e+06 2.10352e+06 1.0542e+06 661763 1.33423e+06 1.14144e+06 643332 threshold=2692.2960000000003 37.356000000000002 85.539750000000012 1347.54114 323.04725000000008 274.78110000000004 970.01225000000011 270.00500000000005 2995.7383125000001 2022.5000000000002 0 786.48464000000001 9.8167500000000008 2779.5510000000008 1836.963 1517.5820000000001 2773.7250000000004 2022.5000000000002 1151.8115000000003 1 117.57500000000002 1854.9329420000001 1532.4010000000001 7.2660000000000009 65.606500000000025 241.84230000000002 70.606948000000017 2 96.537700000000001 3 889.25750000000005 428.79030000000006 512.23350000000016 4 339.65625000000006 94.104500000000016 2022.5000000000002 5 6 5.7700000000000014 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 9 2 9 2 2 2 9 2 2 2 9 9 2 left_child=7 2 4 -3 5 6 24 16 9 10 11 25 -13 14 -12 19 26 -18 22 20 -11 -21 -17 -15 -2 -9 32 28 -28 31 -31 -29 36 34 -34 -35 37 -1 -38 -30 right_child=1 3 -4 -5 -6 -7 -8 8 -10 15 13 12 -14 23 -16 18 17 -19 -20 21 -22 -23 -24 -25 -26 -27 27 29 39 30 -32 -33 33 35 -36 -37 38 -39 -40 -41 leaf_value=0.078131721749889277 -0.28161095545842096 -11.617936271939959 21.785859706712806 0.22289252144949778 -7.577591247558594 10.451301567440941 -5.3430597159976045 0.27582488600413008 3.7154286520569411 -0.055818262127447761 0.24745978761247475 18.769359568641299 2.5877410252888997 -1.6219515399138131 3.2171658075732341 -2.1051120248105795 -3.9689663911477111 -0.11008831281919737 -4.9558507565089638 -0.21941172560991576 0.97212398369749675 -3.0619634682791577 0.99638860520862393 -4.7485639609059982 2.9144202375411989 -2.3692983704521544 13.063877632277352 -0.129295937722959 0.059112783023289275 0.087569034639493545 1.1126882618431031 -1.4630917224884032 0.84064340941695603 -0.19930961880050402 3.3894011681675908 0.97849538586356422 0.48425810330030916 -0.0024517780735714466 -0.020624716242350346 -1.9745308332443239 leaf_weight=23692 26 21 23 21 20 21 21 60 27 602 2336 21 36 24 68 54 39 37 28 1699 417 21 21 31 20 21 21 1267 70 6568 127 50 170 557 40 88 439 154338 169884 20 leaf_count=23692 26 21 23 21 20 21 21 60 27 602 2336 21 36 24 68 54 39 37 28 1699 417 21 21 31 20 21 21 1267 70 6568 127 50 170 557 40 88 439 154338 169884 20 internal_value=0 1.55183 3.87605 -5.69752 0.0619238 1.79818 -0.913996 -0.000362756 0.158855 0.1412 0.410016 3.06831 8.54939 0.247348 0.331461 -0.104442 -0.00279775 -2.0903 -2.24773 -0.023844 0.361296 -0.252648 -1.23669 -3.38422 1.10797 -0.409948 -0.00235377 0.0884502 1.97511 0.0597722 0.106855 -0.178578 -0.00446598 0.296582 1.26584 -0.0380273 -0.00520487 0.00827642 -0.0192962 -0.392808 internal_weight=0 173 131 42 108 88 67 362873 5466 5439 2597 138 57 2459 2404 2842 357407 76 103 2739 1019 1720 75 55 46 81 357331 8123 111 8012 6695 1317 349208 855 210 645 348353 178030 170323 90 internal_count=363046 173 131 42 108 88 67 362873 5466 5439 2597 138 57 2459 2404 2842 357407 76 103 2739 1019 1720 75 55 46 81 357331 8123 111 8012 6695 1317 349208 855 210 645 348353 178030 170323 90 cat_boundaries=0 3 10 15 22 26 32 39 cat_threshold=1048576 0 64 201409668 1207993856 100667392 74448896 2118656 2147484736 2 8388608 0 0 0 268435456 1679818752 142606614 277086220 1081346562 17920 1034 1 2147516416 262144 0 1073741824 3222306820 1073807636 2415988737 1141923889 4227601 268435978 0 0 0 0 128 4128 1 is_linear=0 shrinkage=0.01 Tree=443 num_leaves=36 num_cat=5 split_feature=3 16 12 9 7 5 1 11 26 25 1 2 1 0 4 0 26 14 25 2 9 1 3 3 0 18 9 11 25 15 3 26 25 25 16 split_gain=4.0832e+06 4.20949e+07 8.71322e+07 1.59618e+07 2.28163e+07 9.3965e+06 1.37884e+06 3.36394e+06 3.52003e+06 1.08577e+07 2.6321e+07 3.40378e+07 7.2759e+06 5.71143e+06 4.8117e+06 3.24662e+06 2.77106e+06 2.76402e+06 2.38351e+06 3.06165e+06 1.4255e+06 1.30831e+06 1.29607e+06 1.25887e+06 1.06671e+06 678162 1.66684e+06 632223 4.2972e+06 3.04501e+07 973810 680500 1.52894e+06 1.11331e+06 138103 threshold=2692.2960000000003 52.521000000000008 85.539750000000012 149.28375000000003 103.09827500000002 139.80500000000004 270.00500000000005 2995.7383125000001 2022.5000000000002 0 786.48464000000001 9.8167500000000008 2779.5510000000008 1836.963 1517.5820000000001 2773.7250000000004 2022.5000000000002 1151.8115000000003 1 78.697325000000021 1532.4010000000001 122.83750000000002 7.2660000000000009 1854.9329420000001 241.84230000000002 2044.7545000000002 252.97250000000005 70.606948000000017 2 4.7170199999999998 1471.8415000000002 2022.5000000000002 3 4 6.3894105000000012 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 2 2 2 9 9 2 left_child=6 2 3 4 5 21 15 8 9 10 24 -12 13 -11 18 25 -17 20 19 -10 -16 -2 -14 -20 -8 27 34 31 29 -29 -30 32 -1 -33 -27 right_child=1 -3 -4 -5 -6 -7 7 -9 14 12 11 -13 22 -15 17 16 -18 -19 23 -21 -22 -23 -24 -25 -26 26 -28 28 30 -31 -32 33 -34 -35 -36 leaf_value=0.093387723712465051 0.16921539001464844 -7.9208420289529338 19.829217658724104 -7.3568535265715234 11.373604892730715 -6.5436413383483885 0.27306664133071901 3.6782745018711798 -0.13401570994255504 0.24498518642682379 18.581666411445255 2.5618637445237904 -1.6057320624589921 3.1849942572502528 -2.084060902992884 -3.9292767529609876 -0.10898743139730918 -4.9062922940935412 -0.20206014959968083 1.0344900273575077 0.98642476853870209 3.6006509389877319 -4.7010783558507123 -2.5563794277025305 -2.3456053742908298 0.44693105430603025 3.421058058321476 -0.32390571216960534 0.063719579931091605 13.303711718559267 -1.6079751499720982 0.47795085576905144 -0.0010524796490393265 -0.020117038524268924 -0.66793717837333677 leaf_weight=19202 25 37 28 23 20 20 60 27 492 2336 21 36 24 68 54 39 37 28 1812 412 21 20 31 23 21 25 20 91 7951 20 35 440 159158 170369 20 leaf_count=19202 25 37 28 23 20 20 60 27 492 2336 21 36 24 68 54 39 37 28 1812 412 21 20 31 23 21 25 20 91 7951 20 35 440 159158 170369 20 internal_value=0 1.53631 4.10921 0.0336578 2.03344 -0.840453 -0.00035898 0.157267 0.139788 0.405915 3.03762 8.4639 0.244874 0.328147 -0.103398 -0.00276963 -2.0694 -2.22525 -0.0236055 0.394173 -1.22432 1.6943 -3.35038 -0.230314 -0.405848 -0.00233008 1.01901 -0.0025159 0.0848406 1.95536 0.0563226 -0.00454164 0.00912 -0.0188072 -0.0485659 internal_weight=0 173 136 108 85 65 362873 5466 5439 2597 138 57 2459 2404 2842 357407 76 103 2739 904 75 45 55 1835 81 357331 65 357266 8097 111 7986 349169 178360 170809 45 internal_count=363046 173 136 108 85 65 362873 5466 5439 2597 138 57 2459 2404 2842 357407 76 103 2739 904 75 45 55 1835 81 357331 65 357266 8097 111 7986 349169 178360 170809 45 cat_boundaries=0 3 10 15 21 28 cat_threshold=1048576 0 64 67191940 1207993344 100667392 73400320 2102272 2147484736 2 8388608 0 0 0 268435456 3222306816 65556 2415988736 1074806833 4227601 268435978 0 0 0 0 128 4128 1 is_linear=0 shrinkage=0.01 Tree=444 num_leaves=33 num_cat=4 split_feature=25 2 10 2 0 6 1 26 0 0 1 0 7 0 7 25 5 13 4 24 2 24 0 4 14 5 7 1 4 5 1 0 split_gain=3.49126e+06 2.2463e+08 9.95642e+07 4.20694e+07 1.20441e+08 7.90172e+06 5.43349e+06 1.98008e+07 8.92436e+06 3.41458e+06 2.98772e+06 7.78833e+06 3.36448e+06 2.88767e+06 2.55464e+06 7.48168e+06 1.36329e+07 3.839e+06 1.81664e+06 1.72974e+06 2.48074e+06 1.46432e+06 1.6882e+06 1.37746e+06 1.87126e+06 1.58422e+06 1.30745e+06 1.2301e+06 1.08984e+06 1.05458e+06 664125 165736 threshold=0 2593.0505000000003 86.603682500000005 2593.0505000000003 2773.7250000000004 1913.0125000000005 1256.4300000000001 2022.5000000000002 1501.0951200000002 688.40820000000008 2779.5510000000008 531.67662500000017 1489.0961200000002 1114.9175000000002 608.55210000000022 1 1874.1882800000003 38.197500000000012 1.7323 2 148.17000000000004 3 474.32500000000005 1876.5445000000002 2857.2975000000001 133.83150000000003 543.29875000000015 355.00374000000005 7.273200000000001 178.239 786.48464000000001 9.5972500000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -3 10 5 9 8 -8 13 28 14 18 -13 19 23 16 17 -16 -12 20 -1 29 -23 24 27 31 -21 -2 -5 -17 -27 -25 right_child=3 2 -4 4 -6 -7 7 -9 -10 -11 11 12 -14 -15 15 21 -18 -19 -20 26 -22 22 -24 25 -26 30 -28 -29 -30 -31 -32 -33 leaf_value=0.37228655030412122 -0.0031525025233926003 34.556666949236835 5.1189855499267578 0.33658658576734141 -23.58540986949 -5.7775505560415761 9.07318089893886 -2.716479185367453 -5.2133558990016127 3.012778046131134 2.4981134288451252 -2.4353940368953504 -7.5025756130218513 3.5441492586550503 1.3908426756900412 -0.37361829651277617 6.8936352656437805 -0.15970794003779495 -1.2427024695986792 -0.076711819646621229 3.6660636856158573 -0.35879478800886033 -1.9022709097075707 0.21589228920141856 2.4962425524393717 -1.4390569356430407 -1.4334710050445714 0.1911637568967349 -2.2144795283149272 0.74297832377898843 -3.6086132830665223 -0.73997077795175403 leaf_weight=484 354520 27 20 33 29 27 28 29 33 32 34 38 20 23 430 177 39 254 21 2627 24 263 97 60 30 43 73 3288 34 162 21 26 leaf_count=484 354520 27 20 33 29 27 28 29 33 32 34 38 20 23 430 177 39 254 21 2627 24 263 97 60 30 43 73 3288 34 162 21 26 internal_value=0 0.320356 22.03 -0.00263546 -5.21127 -0.982301 0.0140779 3.07493 -0.0393745 0.325494 -0.000389955 -1.62617 -4.1827 0.0134702 0.000121197 0.423134 1.12735 0.815053 1.0698 -0.0118432 0.517707 -0.316856 -0.753739 -0.0015591 -0.00115748 -0.95964 -0.112976 -0.00136687 -0.957984 0.155393 -2.15094 -0.0730896 internal_weight=0 3368 47 359678 155 126 3321 57 3264 99 359523 113 58 3231 359410 1422 723 684 55 3208 508 699 360 357988 357838 150 2700 357808 67 339 64 86 internal_count=363046 3368 47 359678 155 126 3321 57 3264 99 359523 113 58 3231 359410 1422 723 684 55 3208 508 699 360 357988 357838 150 2700 357808 67 339 64 86 cat_boundaries=0 6 12 13 14 cat_threshold=1048576 0 0 0 128 1024 2281734144 134546496 68161857 69206016 0 1 3 3376 is_linear=0 shrinkage=0.01 Tree=445 num_leaves=35 num_cat=0 split_feature=7 6 12 13 3 6 9 6 13 1 15 11 26 3 4 1 4 12 7 1 8 15 6 13 9 6 9 9 1 21 26 7 10 4 split_gain=3.9342e+06 3.32053e+07 5.77916e+07 1.14387e+07 6.51483e+06 1.60059e+07 2.73546e+06 2.42673e+06 1.75657e+06 1.56671e+06 4.15395e+06 5.26769e+06 2.965e+06 3.80188e+06 1.04409e+07 3.36739e+06 2.52956e+06 2.30138e+06 1.18909e+06 2.78865e+06 854432 1.81398e+06 1.33905e+06 1.2754e+06 2.63558e+06 994039 583037 9.31532e+06 3.27955e+07 1.03974e+06 621021 779734 453011 342145 threshold=2690.3565000000003 2871.8940000000007 152.11795000000004 1950.3035000000002 2692.2960000000003 1913.0125000000005 102.94250000000001 642.48675000000014 250.65000000000003 355.00374000000005 1797.3406500000003 1156.9900000000002 2022.5000000000002 542.09453100000007 54.939000000000007 367.53225000000003 2632.2792750000003 1280.6000000000004 59.978680500000003 629.11000000000013 119.60205350000003 952.35500000000013 603.25250000000017 1099.5287500000002 732.3900000000001 1913.0125000000005 383.33200000000005 406.08214000000004 21.762900000000005 11.143000000000002 2022.5000000000002 654.14525000000003 1797.2975000000001 417.12564900000007 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 left_child=4 3 -3 6 9 7 -2 18 -8 20 12 -12 13 15 -15 -11 17 -14 19 -6 26 23 33 25 -25 -22 30 28 -28 -29 31 -1 -32 -23 right_child=1 2 -4 -5 5 -7 8 -9 -10 10 11 -13 16 14 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 29 -30 -31 32 -33 -34 -35 leaf_value=0.0092579955188815261 2.1138461411304963 -3.2976655978248233 19.417891845703124 -8.240300108909608 -2.11302668094635 -9.0784749250058763 -3.2113599498455341 -3.2975384370485945 0.6279736102711071 2.4017518126791804 0.15776810150146486 7.0432010421752933 -0.14231454728964049 4.5362196613829813 0.42267693674242174 0.14422714736807579 -3.5541049957275392 1.3985542153143415 2.4347998695373536 2.0460608005523682 0.10848845423919964 -0.91646267309188845 -2.809348133872537 0.21051791099401621 4.3394821028275929 1.7522355010058428 -0.77850716310998669 -0.09698324003982127 14.56006724357605 1.2514892129429052 -0.016498088434179471 0.76123072575831763 -1.0808231222629547 0.48049539071542252 leaf_weight=177750 39 21 24 20 38 27 26 24 22 69 25 20 1950 81 259 1558 21 102 20 28 6492 50 34 52 22 37 46 913 20 61 173607 138 40 27 leaf_count=177750 39 21 24 20 38 27 26 24 22 69 25 20 1950 81 259 1558 21 102 20 28 6492 50 34 52 22 37 46 913 20 61 173607 138 40 27 internal_value=0 1.61008 8.8173 -1.42099 0.00092897 -2.17934 0.146667 -0.485911 -1.45167 0.00175098 0.196486 3.21796 0.162831 0.440942 1.40267 0.239967 -0.10106 -0.0657217 0.298729 -0.348565 -0.000463096 0.111288 -1.15646 0.1326 1.43805 0.117804 -0.00259114 0.233832 3.86955 -0.0125307 -0.00329059 0.00984135 -0.0167433 -0.42662 internal_weight=0 152 45 107 363511 137 87 110 48 363374 4085 45 4040 1967 340 1627 2073 2052 86 66 359289 6714 111 6603 74 6529 352575 1040 66 974 351535 177888 173647 77 internal_count=363663 152 45 107 363511 137 87 110 48 363374 4085 45 4040 1967 340 1627 2073 2052 86 66 359289 6714 111 6603 74 6529 352575 1040 66 974 351535 177888 173647 77 is_linear=0 shrinkage=0.01 Tree=446 num_leaves=29 num_cat=2 split_feature=5 6 0 14 2 9 0 13 1 4 4 3 26 3 5 0 1 4 25 2 11 24 0 0 4 4 26 26 split_gain=5.19986e+06 3.33143e+07 1.07936e+07 5.86716e+06 5.45762e+06 1.09804e+07 3.37509e+06 9.51375e+06 5.74717e+06 7.87849e+06 3.11999e+06 4.23001e+06 2.09873e+06 1.04903e+06 2.82732e+06 4.60117e+06 1.8124e+06 1.1664e+06 4.26708e+06 4.76339e+06 2.42819e+06 824138 2.83134e+06 1.18575e+06 673377 673136 628196 491832 threshold=2763.7525000000005 2871.8940000000007 1501.0951200000002 254.21200000000002 2593.0505000000003 1279.0000000000002 2773.7250000000004 23.549000000000003 48.966000000000001 784.4625000000002 1291.5535000000002 870.71080000000018 2022.5000000000002 2692.2960000000003 118.90150000000001 531.67662500000017 22.341000000000005 480.16275000000002 0 182.49450000000004 1156.9900000000002 1 180.07548000000003 562.18200000000013 11.902000000000003 54.939000000000007 2022.5000000000002 2022.5000000000002 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 2 2 2 2 2 left_child=4 2 3 12 6 10 13 8 26 -10 11 24 -2 17 16 -16 -15 21 19 -19 -20 22 -1 -23 27 -14 -8 -6 right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 -13 25 14 15 -17 -18 18 20 -21 -22 23 -24 -25 -26 -27 -28 -29 leaf_value=0.011626527994417475 1.4206302642822266 9.838850242419122 -6.366024483574761 5.6147127056121828 0.78636919767960267 -7.3156273950735731 1.5785839954499274 -3.7747644683030934 8.6633610909779861 0.56063837623596191 -3.7038744117736817 4.001890039858611 -0.74614585286095036 -0.88575299024581911 -5.0072566294670109 0.3553256614506245 3.1902290782928469 0.19869893280188244 -0.12639422500795389 1.9463491184791823 1.5344173046081298 -0.011306173637749089 0.32724652522212067 -0.35596136725079625 -2.4273548062642418 -3.3095602483153348 -0.66147066979181202 -1.1717854766187996 leaf_weight=147761 32 39 27 20 23 30 31 26 30 20 25 23 21 24 32 32 20 375 1648 267 93 209072 2898 1003 21 20 21 29 leaf_count=147761 32 39 27 20 23 30 31 26 30 20 25 23 21 24 32 32 20 375 1648 267 93 209072 2898 1003 21 20 21 29 internal_value=0 1.8096 -0.799904 0.816066 0.000794688 -1.89995 0.00158459 1.62512 3.00156 5.42227 -0.557216 0.262226 -0.498631 0.00101246 -0.984401 -2.32597 0.966966 0.00130554 0.221817 0.91133 -0.0374625 -0.000151152 0.0176965 -0.0129511 -0.916024 -1.99659 0.673947 -0.305679 internal_weight=0 159 120 93 363504 151 363353 128 102 50 121 96 73 363225 108 64 44 363117 2383 642 1741 360734 150659 210075 73 41 52 52 internal_count=363663 159 120 93 363504 151 363353 128 102 50 121 96 73 363225 108 64 44 363117 2383 642 1741 360734 150659 210075 73 41 52 52 cat_boundaries=0 6 7 cat_threshold=137379840 1074103808 1572864 67436545 4215808 2147484674 55 is_linear=0 shrinkage=0.01 Tree=447 num_leaves=31 num_cat=8 split_feature=5 7 6 0 2 9 0 26 2 4 9 0 7 0 24 25 15 25 8 24 7 25 11 10 5 24 25 25 0 0 split_gain=5.09638e+06 3.50729e+07 5.71557e+07 1.04214e+07 5.34902e+06 1.07619e+07 3.30792e+06 8.02952e+06 1.14586e+07 3.0579e+06 2.09682e+06 1.7649e+06 1.55658e+06 894338 2.05594e+06 5.39817e+06 5.2685e+07 1.75482e+06 1.66129e+06 5.27859e+06 1.44099e+06 661318 768869 1.15995e+06 996459 465925 597237 487019 301801 68909.3 threshold=2763.7525000000005 1888.9124200000003 2871.8940000000007 1501.0951200000002 2593.0505000000003 1279.0000000000002 2773.7250000000004 2022.5000000000002 45.449154000000007 1291.5535000000002 27.017500000000002 688.40820000000008 572.8955000000002 3.1710000000000007 0 1 11.588425000000003 2 998.8850000000001 3 1113.0755000000001 4 826.40400000000011 294.59875000000005 1287.5327000000002 5 6 7 207.30054000000004 53.8705 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 9 2 1 2 9 2 2 2 1 9 9 2 2 left_child=4 3 -3 12 6 9 13 8 -8 11 -9 29 28 21 15 16 -15 -17 20 -20 -16 25 24 -24 -23 27 -27 -1 -2 -6 right_child=1 2 -4 -5 5 -7 7 10 -10 -11 -12 -13 -14 14 18 17 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.18328763326419614 -1.2701324026925225 -3.243683212943699 17.865365747912175 -7.2863277037938445 -0.49616396748742392 -7.2424711885452266 7.8362821748521592 -3.0288016435078213 -0.45785189967001638 -3.666835452270508 0.69177253766493363 2.1330362169670338 2.3427224857111772 0.45914222336798605 0.0018645964401046153 0.2660973626354155 15.637532300949097 0.012192623801029321 2.2046371520429418 -0.33327677229569425 -0.85142830125051538 -0.0088336679210886601 -0.1582344009725111 -1.7406454658508301 1.0048804226118264 0.36375113120754504 0.066448134895722433 0.027267844789728064 0.1858193604151408 -1.2066573481559753 leaf_weight=1442 35 23 29 24 43 30 36 28 31 25 33 33 24 485 36073 4398 24 7132 128 201 199 294124 175 63 97 703 13474 4507 24 20 leaf_count=1442 35 23 29 24 43 30 36 28 31 25 33 33 24 485 36073 4398 24 7132 128 201 199 294124 175 63 97 703 13474 4507 24 20 internal_value=0 1.79151 8.52867 -1.48263 0.000786742 -1.88095 0.00156874 1.60887 3.9987 -0.551644 -1.01603 0.259604 0.195547 0.00100233 0.040908 0.154205 1.15219 0.109189 0.00359853 0.710999 -0.00281685 -0.00516775 -0.00895874 -0.577108 -0.00849946 0.0502769 0.0814366 -0.0239914 -0.677881 -0.721717 internal_weight=0 159 52 107 363504 151 363353 128 67 121 61 96 83 363225 48640 12039 509 11530 36601 329 36272 314585 294459 238 294221 20126 14177 5949 59 63 internal_count=363663 159 52 107 363504 151 363353 128 67 121 61 96 83 363225 48640 12039 509 11530 36601 329 36272 314585 294459 238 294221 20126 14177 5949 59 63 cat_boundaries=0 1 7 14 15 22 23 30 36 cat_threshold=22 9437184 134217728 80 65536 0 1024 136675332 516 67113216 1073741824 2117632 1 2 609 1073741952 1073807364 2245 105129520 289540096 814748704 1 385 0 0 0 4194304 2048 4096 1 1073741824 65536 192 37757952 131072 1024 is_linear=0 shrinkage=0.01 Tree=448 num_leaves=28 num_cat=2 split_feature=5 7 6 0 2 4 0 26 2 9 0 9 7 3 3 5 0 4 25 2 11 10 25 9 2 0 0 split_gain=4.99496e+06 3.43749e+07 5.60183e+07 1.0214e+07 5.24257e+06 1.0549e+07 3.24209e+06 7.86974e+06 1.12424e+07 3.23504e+06 2.95562e+06 2.0551e+06 1.52561e+06 1.33546e+06 1.03291e+06 2.77618e+06 4.50937e+06 1.13943e+06 4.21544e+06 5.13173e+06 1.97777e+06 753284 7.11042e+06 898653 607010 295796 36261.9 threshold=2763.7525000000005 1888.9124200000003 2871.8940000000007 1501.0951200000002 2593.0505000000003 1876.5445000000002 2773.7250000000004 2022.5000000000002 137.53500000000003 135.37750000000003 688.40820000000008 27.017500000000002 572.8955000000002 870.71080000000018 2692.2960000000003 118.90150000000001 531.67662500000017 480.16275000000002 0 182.49450000000004 1156.9900000000002 111.73900000000002 1 2724.2674800000009 148.17000000000004 207.30054000000004 22.257205000000003 decision_type=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 left_child=4 3 -3 12 6 9 14 8 -8 10 26 -9 25 -11 17 24 -17 21 19 -19 -20 23 -23 -1 -16 -2 -6 right_child=1 2 -4 -5 5 -7 7 11 -10 13 -12 -13 -14 -15 15 16 -18 18 20 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=-0.0022630849538229159 -1.2574310695103237 -3.211246172034222 17.68671168886382 -7.2134646224975585 -0.53330248902483679 -7.7959233078002939 7.5371930734734782 -2.9985135970796861 -0.73033521717992333 -4.8210479202270511 3.5030446094015373 0.68485473907355099 2.3192951762676239 -1.2506718622554431 -0.11538938442866008 -4.9606030273437502 0.3482140822708607 0.19162097105949091 -0.10332533264321096 2.0994790139127883 1.3506891028808827 2.6157421199722335 0.062672062177647453 1.7581504746141103 2.243479251384735 0.18396118799845379 -1.0526804580688478 leaf_weight=354169 35 23 29 24 41 25 38 28 29 20 23 33 24 22 24 32 32 348 1699 237 99 101 6435 29 20 24 20 leaf_count=354169 35 23 29 24 41 25 38 28 29 20 23 33 24 22 24 32 32 348 1699 237 99 101 6435 29 20 24 20 internal_value=0 1.77359 8.44338 -1.4678 0.000779541 -1.86214 0.00155372 1.59278 3.95871 -0.684799 0.448226 -1.00587 0.193591 -2.95085 0.000992976 -0.976817 -2.30619 0.0012838 0.219232 0.948337 -0.0231369 -0.000155958 0.106222 -0.00211895 0.956824 -0.671102 -0.70359 internal_weight=0 159 52 107 363504 151 363353 128 67 126 84 61 83 42 363225 108 64 363117 2383 585 1798 360734 6536 354198 44 59 61 internal_count=363663 159 52 107 363504 151 363353 128 67 126 84 61 83 42 363225 108 64 363117 2383 585 1798 360734 6536 354198 44 59 61 cat_boundaries=0 6 8 cat_threshold=137379840 1074102784 1572864 67371009 4199424 2147484674 8388608 134217728 is_linear=0 shrinkage=0.01 Tree=449 num_leaves=32 num_cat=4 split_feature=5 7 6 0 2 4 0 13 1 4 26 1 7 1 24 25 1 0 25 0 5 25 13 6 12 10 0 26 14 0 12 split_gain=4.89556e+06 3.36908e+07 5.49036e+07 1.00108e+07 5.13825e+06 1.0339e+07 3.17757e+06 9.22131e+06 5.72035e+06 7.62877e+06 2.83992e+06 2.66299e+06 1.49525e+06 963332 2.65974e+06 7.79315e+06 3.13609e+07 4.64525e+06 2.2746e+06 6.22424e+06 1.60896e+06 621683 629883 599158 968423 818592 542192 516961 403659 289909 131732 threshold=2763.7525000000005 1888.9124200000003 2871.8940000000007 1501.0951200000002 2593.0505000000003 1876.5445000000002 2773.7250000000004 23.549000000000003 48.966000000000001 784.4625000000002 2022.5000000000002 584.17800000000011 572.8955000000002 19.090500000000002 0 1 37.108750000000008 885.78750000000014 2 141.98703000000003 1874.1882800000003 3 1280.8870000000004 1295.575 309.04641250000003 1797.2975000000001 635.67100000000016 2022.5000000000002 901.40207500000008 207.30054000000004 45.558500000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 12 6 10 13 8 27 -10 11 -6 29 21 15 16 -15 -17 19 -16 -20 22 28 25 -25 -23 30 -8 -1 -2 -12 right_child=1 2 -4 -5 5 -7 7 -9 9 -11 26 -13 -14 14 18 17 -18 -19 20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31 -32 leaf_value=0.047229731812957462 -1.2448567472185408 -3.1791339044985563 17.50984483916184 -7.1413300347328184 -0.87869363149007162 -7.7179639892578118 1.4304418416177072 -3.7393924280313344 8.5363393274943036 0.56306662178039557 -0.8605283588833279 3.6440117114523183 2.2961022439599037 14.305158887863158 0.47323232713341712 0.13189473486825548 0.51503810035421493 1.6602930753400515 -0.015633535422111593 6.2636878531319757 1.4816560879680845 -0.0072551109591302643 1.4996240784327191 -0.25572960531502437 -2.3619695250193278 1.1808637910053648 -3.1158862279011652 -0.60163418633597243 1.0061632534590634 0.1821215871969859 -1.9313012723922731 leaf_weight=18804 35 23 29 24 30 25 31 26 30 20 27 23 24 20 160 7884 94 204 22333 21 72 313360 30 114 27 58 26 21 44 24 20 leaf_count=18804 35 23 29 24 30 25 31 26 30 20 27 23 24 20 160 7884 94 204 22333 21 72 313360 30 114 27 58 26 21 44 24 20 internal_value=0 1.75585 8.35895 -1.45313 0.000772482 -1.84352 0.00153892 1.57685 2.93197 5.34703 -0.677951 1.08399 0.191655 0.000983783 0.0544974 0.208606 2.69772 0.170234 -0.00155824 1.0851 -0.0108171 -0.00397227 0.0517454 -0.0073282 -0.659052 -0.00703524 -1.95717 0.609796 0.0494683 -0.664391 -1.31618 internal_weight=0 159 52 107 363504 151 363353 128 102 50 126 53 83 363225 30788 8202 114 8088 22586 181 22405 332437 18878 313559 141 313418 73 52 18848 59 47 internal_count=363663 159 52 107 363504 151 363353 128 102 50 126 53 83 363225 30788 8202 114 8088 22586 181 22405 332437 18878 313559 141 313418 73 52 18848 59 47 cat_boundaries=0 1 4 10 16 cat_threshold=52 8388608 0 64 128 0 0 0 128 1032 1610629120 98304 65605 37954096 272795649 814749280 is_linear=0 shrinkage=0.01 Tree=450 num_leaves=28 num_cat=2 split_feature=25 0 0 2 2 4 19 7 9 10 4 5 12 6 7 2 0 2 0 4 6 4 26 4 25 3 9 split_gain=3.05864e+06 2.39814e+08 3.04318e+07 1.35154e+08 5.4882e+06 1.6253e+07 3.51167e+06 5.37041e+06 3.10619e+06 1.95399e+07 3.41345e+06 8.13258e+06 2.87803e+06 2.79182e+06 2.70675e+06 2.58047e+06 2.21375e+06 4.36494e+06 5.39797e+06 2.52837e+06 1.65153e+06 2.49524e+06 1.39983e+06 1.15426e+06 3.5884e+06 622452 575592 threshold=0 2773.7250000000004 2773.7250000000004 2593.0505000000003 26.254000000000001 536.17500000000007 2191.9772225000002 572.8955000000002 2724.2674800000009 13.862250000000001 2632.2792750000003 1530.4632000000001 69.871800000000022 1118.3050000000001 1489.0961200000002 1254.2925000000002 591.40200000000016 957.78375000000017 1266.1895000000002 21.974500000000003 987.12000000000012 784.4625000000002 2022.5000000000002 480.16275000000002 1 870.71080000000018 679.93910000000005 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 9 2 2 left_child=1 14 6 4 22 -6 8 -8 10 -10 23 12 -12 -11 16 -7 20 18 19 -18 21 26 -4 25 -25 -2 -1 right_child=2 -3 3 -5 5 15 7 -9 9 13 11 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 leaf_value=-0.019852510464869431 -0.0031448901644733547 28.450217259089154 -4.4550215864181517 -28.022701830182754 7.0847263595036098 -4.9194153047644571 -0.22646234280023819 -6.4989145342508952 7.9881717219497217 0.62061914035252164 0.76862379423777261 -7.2129946760697798 -3.459692185792056 -3.7699240550994877 -3.0875358690534318 -0.27815302324295044 4.3430685150146484 5.5396961966015041 -4.0898493504524236 0.24830378507312975 -2.816218049185617 2.8660144964853926 -1.331175674200058 0.62257207538168913 -0.18140420556068421 -0.30823051450501626 -1.5163792907274687 leaf_weight=2233 357849 30 32 21 28 23 39 21 33 28 60 22 22 30 28 25 25 21 20 38 21 30 26 1112 1095 670 26 leaf_count=2233 357849 30 32 21 28 23 39 21 33 28 60 22 22 30 28 25 25 21 20 38 21 30 26 1112 1095 670 26 internal_value=0 0.347578 -0.00467211 -4.43468 -0.738054 1.02989 -0.00277006 -2.42182 -0.00236791 1.84494 -0.00283379 -1.81425 -0.365802 -1.65035 0.00375971 -2.50209 0.0396157 1.46682 0.436329 1.87321 -0.0246392 0.000971567 -3.05468 -0.00231155 0.225679 -0.00371503 -0.0370768 internal_weight=0 2472 361136 155 134 76 360981 60 360921 91 360830 104 82 58 2442 48 2414 104 83 63 2310 2289 58 360726 2207 358519 2259 internal_count=363608 2472 361136 155 134 76 360981 60 360921 91 360830 104 82 58 2442 48 2414 104 83 63 2310 2289 58 360726 2207 358519 2259 cat_boundaries=0 5 11 cat_threshold=1048576 0 0 0 128 2147840 1073775616 135794688 2147549185 21504 2147484674 is_linear=0 shrinkage=0.01 Tree=451 num_leaves=33 num_cat=2 split_feature=25 1 1 2 0 7 0 1 6 17 1 4 2 4 26 7 1 24 0 2 2 12 6 2 4 17 2 7 2 0 7 4 split_gain=2.99777e+06 2.56543e+08 4.41836e+07 1.19955e+08 5.84242e+06 3.24979e+06 4.48311e+06 8.05698e+06 2.73751e+06 1.745e+07 2.66132e+06 2.62005e+06 2.10554e+06 6.38786e+06 1.80083e+06 1.64682e+06 1.50344e+06 1.1251e+06 1.02589e+06 2.26648e+06 1.00874e+06 883832 708256 2.58277e+06 1.07291e+06 687425 907038 739186 502412 461379 396196 263061 threshold=0 2779.5510000000008 2779.5510000000008 2593.0505000000003 1114.9175000000002 572.8955000000002 1114.9175000000002 367.53225000000003 2871.8940000000007 18.722500000000004 733.23400000000015 970.01225000000011 2593.0505000000003 1876.5445000000002 2022.5000000000002 710.08000000000004 860.12500000000011 1 22.611000000000004 172.98350000000002 0.75441500000000017 172.584 1913.0125000000005 1092.7150000000004 333.59075000000007 1772.4296500000003 148.17000000000004 608.55210000000022 228.94595500000003 65.403650000000013 512.23350000000016 153.04650000000001 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 2 left_child=1 5 8 4 18 6 11 -8 12 15 28 16 22 14 29 20 17 -1 -4 -20 -10 -6 25 24 -24 27 -27 -2 31 -14 -16 -7 right_child=2 -3 3 -5 21 10 7 -9 9 -11 -12 -13 13 -15 30 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 -32 -33 leaf_value=0.73419023693198027 -0.0032862335184827719 31.591721101907584 1.5446146743947811 -25.931029141743981 -5.4346944581137766 -0.99936792373657224 7.8910919914245605 -1.0849738197326659 -0.87168711315501823 9.9757513349056239 -4.9797007315499444 3.2463062789916992 2.3742922649383544 -6.1938202459161937 -2.0958814547402516 -2.5595407019721139 -2.1609759368747472 -0.047568428340928386 -2.9403102974269699 1.6625831623077392 2.2313591322898865 -2.6993377792267577 0.71125394039466727 3.3076810386975608 -1.5496548849344254 -0.2437201909088727 -2.4489203272416042 0.23167056345735632 -1.9538598604555484 0.33654517822265623 -0.35845854622977125 0.62254773807525643 leaf_weight=192 359217 26 33 24 27 20 20 20 22 20 21 25 20 22 35 27 32 2069 23 20 20 21 61 30 32 66 26 1344 27 25 21 20 leaf_count=192 359217 26 33 24 27 20 20 20 22 20 21 25 20 22 35 27 32 2069 23 20 20 21 61 30 32 66 26 1344 27 25 21 20 internal_value=0 0.344102 -0.00462527 -5.46737 -1.50666 0.013359 0.0837746 3.40306 -0.00238575 1.75121 -1.87346 0.0264962 -0.00281819 -1.31096 -0.247366 -0.632718 -0.00860862 0.0218539 0.218379 -0.79943 0.605954 -4.23798 -0.00237221 0.756325 -0.0666932 -0.00263096 -0.866929 -0.00241043 -0.89986 1.24221 -1.44435 -0.18841 internal_weight=0 2472 361136 148 124 2446 2358 40 360988 89 88 2318 360899 123 101 69 2293 2261 76 43 42 48 360776 123 93 360653 92 360561 67 45 56 40 internal_count=363608 2472 361136 148 124 2446 2358 40 360988 89 88 2318 360899 123 101 69 2293 2261 76 43 42 48 360776 123 93 360653 92 360561 67 45 56 40 cat_boundaries=0 5 6 cat_threshold=1048576 0 0 0 128 1 is_linear=0 shrinkage=0.01 Tree=452 num_leaves=27 num_cat=2 split_feature=25 1 1 3 0 4 3 0 6 6 17 5 5 4 0 11 4 1 10 3 24 8 4 8 26 3 split_gain=2.93859e+06 2.51438e+08 4.33044e+07 1.40596e+08 4.44175e+06 3.21575e+06 3.06121e+06 4.36808e+06 1.01227e+07 2.68303e+06 1.71027e+07 1.9985e+06 2.11243e+06 1.94269e+06 2.64978e+06 1.59894e+06 1.56369e+06 1.836e+06 1.21009e+06 2.35337e+06 1.20259e+06 841125 2.0854e+06 842130 2.16695e+06 803019 threshold=0 2779.5510000000008 2779.5510000000008 2692.2960000000003 22.611000000000004 258.76800000000009 1854.9329420000001 1114.9175000000002 6.179850000000001 2871.8940000000007 18.722500000000004 1121.68056 22.442500000000006 2632.2792750000003 1501.0951200000002 241.39650000000003 1291.5535000000002 860.12500000000011 519.72350000000017 446.99425000000002 1 2877.4750000000008 451.28900000000004 1926.0125000000005 2022.5000000000002 1854.9329420000001 decision_type=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 left_child=1 6 9 4 -4 -6 7 16 -9 13 11 12 -11 21 18 -7 17 20 19 -15 -1 23 -23 25 -25 -2 right_child=2 -3 3 -5 5 15 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 leaf_value=0.73104675376299511 -0.0027958755073922985 31.275803837409384 2.186005420088768 -27.031807864630224 -4.3160998518956015 -2.3397889389038085 -3.6177867026951005 7.570793743133545 -1.9361171050298782 -1.343755421837171 9.875993577003479 -2.8841829513549806 3.0566873970031736 -1.0705251621588683 -3.9217800586336651 1.1698745374326354 2.7736746892929078 -2.2146046100792129 -2.3035858740409219 3.1486102237701417 -0.069038255183408503 0.25342009157747836 -3.6344212415001609 3.5361677503585818 0.072444448009745713 0.61723836912492813 leaf_weight=196 360422 26 32 25 39 25 23 24 21 24 20 25 20 39 29 27 20 38 24 20 2124 37 22 24 73 209 leaf_count=196 360422 26 32 25 39 25 23 24 21 24 20 25 20 39 29 27 20 38 24 20 2124 37 22 24 73 209 internal_value=0 0.340689 -0.00457901 -5.4127 -1.01857 -2.14545 0.0132535 0.0477206 3.13424 -0.00236189 1.7337 -0.626391 0.656446 -0.00279001 -1.31961 -0.517464 -0.0106869 -0.0343032 -0.410414 0.35969 0.00140862 -0.00238123 -1.19628 -0.00218596 0.929448 -0.00243654 internal_weight=0 2472 361136 148 123 91 2446 2423 45 360988 89 69 44 360899 112 52 2378 2358 83 59 2320 360787 59 360728 97 360631 internal_count=363608 2472 361136 148 123 91 2446 2423 45 360988 89 69 44 360899 112 52 2378 2358 83 59 2320 360787 59 360728 97 360631 cat_boundaries=0 5 6 cat_threshold=1048576 0 0 0 128 1 is_linear=0 shrinkage=0.01 Tree=453 num_leaves=26 num_cat=1 split_feature=25 1 1 3 3 0 3 0 1 2 12 2 9 10 5 8 4 1 4 0 9 15 3 1 3 split_gain=2.88056e+06 2.46434e+08 4.24426e+07 1.37798e+08 4.44648e+06 4.58265e+06 3.00034e+06 4.28108e+06 9.15658e+06 2.92096e+06 2.22491e+06 2.44366e+06 2.40665e+06 1.7786e+07 2.7402e+06 2.19403e+06 1.53254e+06 1.79951e+06 1.52526e+06 4.18343e+06 1.60304e+06 1.4365e+06 1.04827e+06 3.01466e+06 764171 threshold=0 2779.5510000000008 2779.5510000000008 2692.2960000000003 802.00500000000011 53.8705 1854.9329420000001 1114.9175000000002 367.53225000000003 249.90350000000004 2813.3566500000006 152.42810000000006 2724.2674800000009 13.862250000000001 1121.68056 759.5725000000001 1291.5535000000002 860.12500000000011 2632.2792750000003 1501.0951200000002 117.17750000000002 770.26725000000022 1854.9329420000001 860.12500000000011 1278.9218000000003 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 left_child=1 6 10 4 5 -4 7 16 -9 -7 12 -12 18 -14 -15 -6 17 21 22 20 -20 -1 24 -24 -2 right_child=2 -3 3 -5 15 9 -8 8 -10 -11 11 -13 13 14 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 leaf_value=-0.025067992129451624 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45 54 360988 68 360920 76 44 42 2378 2358 360844 105 80 2320 360739 224 360515 internal_count=363608 2472 361136 148 123 81 2446 2423 45 54 360988 68 360920 76 44 42 2378 2358 360844 105 80 2320 360739 224 360515 cat_boundaries=0 5 cat_threshold=1048576 0 0 0 128 is_linear=0 shrinkage=0.01 Tree=454 num_leaves=33 num_cat=2 split_feature=25 1 1 3 3 3 3 6 6 2 24 1 1 8 2 5 26 13 26 1 5 8 2 2 6 5 5 8 8 6 3 26 split_gain=2.82324e+06 2.41529e+08 4.1598e+07 1.35056e+08 4.35799e+06 4.33922e+06 2.94063e+06 2.78475e+06 2.64458e+06 1.29832e+07 2.56035e+06 5.07903e+06 4.30554e+06 2.36903e+06 2.04099e+06 4.59681e+06 3.53424e+06 2.02806e+06 1.63717e+06 1.92946e+06 1.28474e+06 1.00541e+06 994998 847930 689920 3.12093e+06 1.22291e+06 719014 1.47542e+06 819866 474456 49231 threshold=0 2779.5510000000008 2779.5510000000008 2692.2960000000003 802.00500000000011 92.246000000000009 1854.9329420000001 797.20500000000004 2871.8940000000007 1800.6974500000001 1 1097.7209 402.26250000000005 548.50000000000011 2593.0505000000003 1530.4632000000001 2022.5000000000002 889.25750000000005 2022.5000000000002 92.667500000000004 54.992700000000006 261.13200000000006 3.6191000000000004 266.08684 1913.0125000000005 1530.4632000000001 118.90150000000001 2877.4750000000008 1926.0125000000005 512.71000000000015 255.01000000000002 2022.5000000000002 decision_type=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 2 2 2 2 2 2 left_child=1 6 8 4 5 31 10 -6 14 13 12 17 18 20 24 16 30 23 22 -20 -10 -18 -1 -12 27 26 -26 28 -2 -29 -16 -4 right_child=2 -3 3 -5 7 -7 -8 -9 9 -11 11 -13 -14 -15 15 -17 21 -19 19 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31 -32 -33 leaf_value=1.1604446552499963 -0.0026849921341285604 30.653415054908166 -1.5175299059111496 -26.493874820137027 -6.3129414553642276 3.7234601593017578 -3.5457926974089249 -1.1572007881511341 -0.66682811390269892 8.5941577548072452 -0.060347104073827533 -3.9139641379628864 5.1790755796432499 -2.8491638061523439 0.82827453422546382 -5.1182050354003907 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360776 123 101 360653 360592 61 45 55 internal_count=363608 2472 361136 148 123 81 2446 42 360988 89 2423 1822 601 68 360899 123 98 1787 581 288 43 53 293 1755 360776 123 101 360653 360592 61 45 55 cat_boundaries=0 5 6 cat_threshold=1048576 0 0 0 128 131 is_linear=0 shrinkage=0.01 Tree=455 num_leaves=43 num_cat=2 split_feature=0 25 2 2 2 2 2 0 26 5 18 2 6 9 11 6 8 10 14 2 25 0 10 4 18 4 12 15 12 5 6 4 5 4 14 0 6 9 12 26 26 26 split_gain=3.74329e+06 6.53727e+07 1.03657e+08 2.99542e+07 2.8711e+07 4.89006e+06 1.79565e+07 5.18491e+06 1.05887e+07 4.38758e+06 4.37418e+07 8.98145e+06 3.00799e+06 4.76652e+06 4.09589e+06 2.72793e+06 1.40605e+06 3.07503e+06 1.53013e+06 1.17505e+06 3.87874e+06 5.90604e+06 7.35599e+06 2.97367e+06 2.21198e+06 3.46189e+06 1.51462e+06 1.94233e+06 1.65447e+06 1.03185e+06 2.59981e+06 1.19666e+06 1.5183e+06 967431 5.45941e+06 1.20958e+06 850310 831234 824976 609606 537423 2385.81 threshold=1836.963 0 2593.0505000000003 2593.0505000000003 73.663000000000025 26.254000000000001 148.17000000000004 2773.7250000000004 2022.5000000000002 1874.1882800000003 321.88825000000003 2593.0505000000003 275.94813500000004 119.5475 301.05075000000005 253.31100000000006 998.8850000000001 983.00100000000009 338.15137500000003 621.21800000000007 1 988.99750000000006 19.645125000000004 2632.2792750000003 310.93049999999999 784.4625000000002 572.05000000000007 1069.0300000000002 209.76795000000001 1530.4632000000001 174.26414450000004 1115.3337000000004 170.27100000000004 480.16275000000002 1298.1175000000001 988.99750000000006 456.19875000000008 323.04725000000008 875.1645000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=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 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 3 5 4 -2 7 -7 41 -9 19 11 12 37 -14 -15 -6 18 -18 -8 29 21 24 -23 26 25 -21 28 -28 -22 31 39 33 36 35 -35 -1 -33 40 -34 -31 -11 -3 right_child=1 2 -4 -5 15 6 16 8 -10 10 -12 -13 13 14 -16 -17 17 -19 -20 20 23 22 -24 -25 -26 -27 27 -29 -30 30 -32 32 38 34 -36 -37 -38 -39 -40 -41 -42 -43 leaf_value=-0.0027973044632249628 11.629760176918724 -0.94734636459499599 -20.24294242627693 12.924450199729518 -4.3607741447448731 8.3194915517171228 -1.643100850161384 -9.4941177749633798 -0.44225632165869078 0.68500049167209198 12.434776407057239 -6.6716572513580319 -1.276550170635355 7.0257279292019925 1.1095399536132813 0.18392646312713623 -5.9897203979492195 -0.57191933718594645 1.5034625766277312 0.53537374478449928 0.057634873616479898 8.6839041969992898 0.82714867811936599 -3.6503083981167186 -1.8625677268735825 3.6480763494677659 -1.4071763086223603 1.5504712907473246 1.3466181925101715 1.0761355832417807 3.6645967988614685 -0.2602706022372191 -0.99468331462552406 0.18442691932486663 5.4465641880035403 -0.53976391362576259 1.8313524196261453 -2.5164568333625796 -2.9055603786877224 -0.81994250028561322 -0.88661411770907328 -0.81206807743419307 leaf_weight=358095 22 32 33 38 25 21 68 28 24 36 31 20 29 22 25 28 20 22 20 278 1051 22 26 22 31 41 125 27 110 30 27 261 117 1389 20 420 21 20 28 39 55 22 leaf_count=358095 22 32 33 38 25 21 68 28 24 36 31 20 29 22 25 28 20 22 20 278 1051 22 26 22 31 41 125 27 110 30 27 261 117 1389 20 420 21 20 28 39 55 22 internal_value=0 -0.964917 -3.43992 5.22857 2.02647 -1.41618 -0.260456 -3.06255 -5.31634 -0.000609191 1.35671 -0.302326 0.378886 1.91164 3.87882 -1.9598 -1.64645 -3.15182 -0.927973 -0.00150113 0.258268 1.11083 4.42816 -0.00419245 0.687616 0.935439 0.0568682 -0.881805 0.179761 -0.00275008 1.03386 -0.00302624 -0.532098 -0.00239857 0.25912 -0.00342636 -0.104511 -0.670567 -1.36368 0.00443928 -0.264876 -0.892233 internal_weight=0 403 290 113 75 257 151 106 52 362418 238 207 187 76 47 53 130 42 88 362180 1733 398 48 1335 350 319 1313 152 1161 360447 96 360351 427 359924 1409 358515 282 111 145 69 91 54 internal_count=362821 403 290 113 75 257 151 106 52 362418 238 207 187 76 47 53 130 42 88 362180 1733 398 48 1335 350 319 1313 152 1161 360447 96 360351 427 359924 1409 358515 282 111 145 69 91 54 cat_boundaries=0 5 11 cat_threshold=1048576 0 0 1073741824 2113536 2148549632 134317060 272 0 16384 1024 is_linear=0 shrinkage=0.01 Tree=456 num_leaves=33 num_cat=2 split_feature=1 19 15 7 0 3 2 6 18 2 5 4 4 4 13 2 2 25 0 3 25 0 1 1 0 6 0 26 3 4 9 3 split_gain=8.26716e+06 1.8267e+07 3.03721e+07 4.38233e+06 1.15505e+07 8.77262e+06 4.86049e+06 2.69048e+06 1.52572e+07 4.14752e+06 2.70866e+06 3.20594e+06 3.44611e+06 1.86616e+06 2.99652e+06 4.54539e+06 1.1899e+06 3.58548e+06 4.02707e+06 5.53629e+06 3.07147e+06 1.39652e+06 950143 864073 2.47172e+06 3.43555e+06 1.78856e+06 2.06524e+06 1.41554e+06 637918 531612 58463.4 threshold=2779.5510000000008 127.21125000000001 85.940000000000012 31.523750000000003 1836.963 1278.9218000000003 48.756000000000007 1913.0125000000005 321.88825000000003 2593.0505000000003 1874.1882800000003 1517.5820000000001 179.27000000000001 2632.2792750000003 258.66500000000002 215.24100000000001 520.5395000000002 0 1114.9175000000002 1854.9329420000001 1 746.42750000000012 959.97700000000009 1256.4300000000001 448.50050000000005 378.02750000000009 2773.7250000000004 2022.5000000000002 103.52400000000002 1115.3337000000004 244.55450000000005 141.98700000000005 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 2 2 2 2 2 left_child=7 2 3 5 -5 6 -2 13 9 10 11 12 -9 16 15 31 23 21 20 -20 -19 30 -23 26 28 -26 29 -28 -25 -1 -18 -15 right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 18 19 -21 -22 22 -24 24 25 -27 27 -29 -30 -31 -32 -33 leaf_value=-0.0018169741534974965 -2.9207863218356405 6.8751777954101572 -13.38832825317383 -3.400737789915254 5.8027024169921884 -8.2643277662450618 3.1426491069793703 -0.33019817128325957 7.4843687939643857 -3.8316250133514407 3.9665898677280973 -3.073461712873899 2.934816382924716 -0.48752724210421244 1.9788798209599086 -5.0229592744041893 -0.12577500772836916 1.8395808745881785 1.0220612494460175 5.4319142874549415 0.14050703022944391 -1.0432016101636383 -3.4511000707875126 -0.47824867719729269 -3.134749929010868 1.5265628640992301 3.3624483916338752 -0.12301535283817965 1.2487011155215177 -0.42356396220520681 -1.0255047883222133 0.24453443861007693 leaf_weight=359220 39 20 25 30 25 22 20 99 32 24 21 26 48 24 21 34 347 105 175 34 1502 57 23 169 64 21 34 34 66 359 81 20 leaf_count=359220 39 20 25 30 25 22 20 99 32 24 21 26 48 24 21 34 347 105 175 34 1502 57 23 169 64 21 34 34 66 359 81 20 internal_value=0 -2.1383 -3.25799 -1.39579 0.782644 -2.87497 -0.865384 -0.000597052 1.03644 0.0899585 0.575103 0.163419 0.735929 -0.00131247 -1.37408 -2.2768 -0.000937345 0.224611 0.431295 1.73945 0.263845 -0.51264 -1.73547 -0.00239352 -0.5218 -1.98313 -0.00193137 1.61972 0.00676701 -0.00223804 -0.296051 -0.154772 internal_weight=0 181 161 136 55 81 59 362640 250 218 194 173 147 362390 99 78 362291 2324 1816 209 1607 508 80 359967 320 85 359647 68 235 359579 428 44 internal_count=362821 181 161 136 55 81 59 362640 250 218 194 173 147 362390 99 78 362291 2324 1816 209 1607 508 80 359967 320 85 359647 68 235 359579 428 44 cat_boundaries=0 7 12 cat_threshold=144704004 1073741888 201850945 39911424 7168 1025 2 2147500032 1536 16 1048576 16384 is_linear=0 shrinkage=0.01 Tree=457 num_leaves=32 num_cat=3 split_feature=1 12 14 4 2 6 18 2 5 4 4 4 13 2 2 24 4 21 3 1 9 1 24 3 9 3 26 24 1 1 3 split_gain=8.10264e+06 7.46781e+06 2.29146e+07 1.35846e+07 6.99238e+06 2.63694e+06 1.49535e+07 4.06499e+06 2.65476e+06 3.14214e+06 3.37753e+06 1.82903e+06 2.93689e+06 4.45592e+06 1.16711e+06 2.51988e+06 1.8342e+06 4.36628e+06 1.80995e+06 1.40653e+06 1.18946e+06 846878 1.92537e+06 7.07348e+06 1.98756e+06 724143 647927 647269 1.48378e+06 1.29126e+06 117023 threshold=2779.5510000000008 977.87575000000004 1867.1242800000002 1876.5445000000002 957.78375000000017 1913.0125000000005 321.88825000000003 2593.0505000000003 1874.1882800000003 1517.5820000000001 179.27000000000001 2632.2792750000003 258.66500000000002 285.51000000000005 520.5395000000002 0 784.4625000000002 164.93400000000003 1471.8415000000002 1097.7209 732.3900000000001 1256.4300000000001 1 103.52400000000002 502.38034000000005 137.82020000000003 2022.5000000000002 2 494.77402000000006 355.00374000000005 148.57200000000003 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 1 2 2 2 left_child=5 3 -3 4 25 11 7 8 9 10 -7 14 13 30 21 18 19 -18 20 -17 -16 27 23 -23 -24 26 -2 29 -29 -1 -13 right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 -12 12 -14 -15 15 16 17 -19 -20 -21 -22 22 24 -25 -26 -27 -28 28 -30 -31 -32 leaf_value=0.0092843823944847807 -3.7535636091232298 8.9646802039373483 -5.8080769675118589 -8.7272329038732188 2.3572551362871219 -0.32689616237023861 7.4095250558853154 -3.7933088835080464 3.9269238844371981 -3.0427270379433264 2.9054681720336277 -0.76135627636542691 1.9590909644535608 -5.1970292802010816 -0.35057698979431418 0.37374253554408754 1.6635034426559103 -2.8284355274836224 -2.6903677531211607 -0.79677564131247025 1.2639748275756835 -0.94120598411018197 -1.4725403100649517 4.5490294326841836 1.850413505554199 -4.7644473266601564 -1.4953724992716755 -0.013386800750313052 -0.44000048915945422 0.33532713151938198 0.24230936413719542 leaf_weight=178631 24 21 21 34 33 99 32 24 21 26 48 26 21 31 522 1366 220 24 31 111 50 88 180 32 20 21 27 178974 819 1223 21 leaf_count=178631 24 21 21 34 33 99 32 24 21 26 48 26 21 31 522 1366 220 24 31 111 50 88 180 32 20 21 27 178974 819 1223 21 internal_value=0 -2.11692 1.5783 -3.23346 -1.45452 -0.000590535 1.02608 0.0890589 0.569352 0.161785 0.72857 -0.0012988 -1.36034 -2.25403 -0.000927425 0.22245 0.416048 1.22167 -0.331491 0.285775 -0.209445 -0.00236958 -0.516582 0.482637 -1.08595 -3.20158 -2.55805 -0.00191206 -0.0153293 0.0115008 -0.31291 internal_weight=0 181 42 139 105 362640 250 218 194 173 147 362390 99 78 362291 2324 1721 244 603 1477 572 359967 320 120 200 72 51 359647 179793 179854 47 internal_count=362821 181 42 139 105 362640 250 218 194 173 147 362390 99 78 362291 2324 1721 244 603 1477 572 359967 320 120 200 72 51 359647 179793 179854 47 cat_boundaries=0 1 2 3 cat_threshold=385 779 1079 is_linear=0 shrinkage=0.01 Tree=458 num_leaves=34 num_cat=3 split_feature=1 19 16 7 3 2 6 18 2 10 7 4 13 2 2 2 5 2 24 4 6 3 1 9 26 1 24 3 9 24 1 1 3 split_gain=7.9414e+06 1.7794e+07 4.28406e+07 1.30991e+07 9.01231e+06 4.75351e+06 2.58447e+06 1.4656e+07 3.9841e+06 2.60917e+06 3.25854e+06 1.79263e+06 2.87844e+06 4.37363e+06 1.19092e+06 2.29542e+06 2.03709e+06 1.14388e+06 2.46973e+06 1.7977e+06 3.36808e+06 1.77393e+06 1.37854e+06 1.16579e+06 937525 830025 1.88706e+06 6.93272e+06 1.94801e+06 634388 1.45426e+06 1.26556e+06 55802.2 threshold=2779.5510000000008 127.21125000000001 86.379500000000021 2690.3565000000003 1107.1660000000004 484.73415000000006 1913.0125000000005 321.88825000000003 2593.0505000000003 686.95125000000019 1282.0428000000002 2632.2792750000003 258.66500000000002 215.24100000000001 16.572500000000002 1092.7150000000004 18.280460000000001 520.5395000000002 0 784.4625000000002 14.706000000000001 1471.8415000000002 1097.7209 732.3900000000001 2022.5000000000002 1256.4300000000001 1 103.52400000000002 502.38034000000005 2 494.77402000000006 355.00374000000005 141.98700000000005 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 1 2 2 1 2 2 2 left_child=6 2 3 4 5 24 11 8 9 14 -11 17 13 32 16 -16 -8 25 21 22 -21 23 -20 -19 -2 29 27 -27 -28 31 -31 -1 -13 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 -12 12 -14 -15 15 -17 -18 18 19 20 -22 -23 -24 -25 -26 26 28 -29 -30 30 -32 -33 -34 leaf_value=0.0091915383734686457 -3.7218738394517166 6.8002732315063472 -16.16698633887551 5.251134577531082 -6.5112788545779692 2.8727324324387769 -0.3905265151753145 7.3354295015335085 -3.7553756197293597 4.6204191694259649 -0.51559892200288315 -0.47503840029239658 1.9395000489552816 -4.9252636348499967 -2.3579237008094789 1.5693831096995963 3.142484557231267 -0.34707122713184674 0.37000510988383395 3.2669093564351401 0.53854811834900274 -2.66346407182755 -0.78880789550575048 1.2513350664138794 -0.9169961248744618 -0.93179393451322212 -1.4578149070226485 4.503539220690727 1.831909309387207 -0.013252932660950437 -0.43560049039904158 0.33197386008727675 0.24016785907745364 leaf_weight=178631 26 20 22 26 39 26 51 32 24 30 21 24 21 34 46 22 24 522 1366 60 184 31 111 50 22 88 180 32 20 178974 819 1223 20 leaf_count=178631 26 20 22 26 39 26 51 32 24 30 21 24 21 34 46 22 24 522 1366 60 184 31 111 50 22 88 180 32 20 178974 819 1223 20 internal_value=0 -2.09575 -3.20084 -1.14865 -2.62116 -0.570967 -0.00058463 1.01582 0.0881683 0.563658 2.50559 -0.00128581 -1.34674 -2.23149 -0.128918 -1.08732 0.740037 -0.00091815 0.220226 0.411887 1.20946 -0.328176 0.282918 -0.20735 -2.4363 -0.00234589 -0.511416 0.477811 -1.07509 -0.00189294 -0.015176 0.0113858 -0.149945 internal_weight=0 181 161 139 113 74 362640 250 218 194 51 362390 99 78 143 68 75 362291 2324 1721 244 603 1477 572 48 359967 320 120 200 359647 179793 179854 44 internal_count=362821 181 161 139 113 74 362640 250 218 194 51 362390 99 78 143 68 75 362291 2324 1721 244 603 1477 572 48 359967 320 120 200 359647 179793 179854 44 cat_boundaries=0 1 2 3 cat_threshold=385 779 1079 is_linear=0 shrinkage=0.01 Tree=459 num_leaves=33 num_cat=1 split_feature=1 19 15 7 0 5 2 6 18 2 5 2 7 13 2 25 7 15 0 26 2 15 10 9 6 1 0 0 9 1 9 8 split_gain=7.78337e+06 1.74399e+07 2.93582e+07 4.22608e+06 1.13487e+07 3.5875e+06 2.59332e+06 2.53304e+06 1.43643e+07 3.90481e+06 2.59714e+06 1.71163e+06 2.436e+06 880959 883994 2.94177e+06 3.00756e+06 5.77628e+06 4.31822e+06 2.45342e+06 3.85088e+06 1.50821e+06 1.0231e+06 1.78041e+06 1.30111e+06 1.12507e+06 3.40106e+06 1.91339e+06 846531 1.40011e+06 344076 94836.7 threshold=2779.5510000000008 127.21125000000001 85.940000000000012 31.523750000000003 1836.963 274.07025000000004 48.756000000000007 1913.0125000000005 321.88825000000003 2593.0505000000003 1874.1882800000003 1254.2925000000002 608.55210000000022 1950.3035000000002 520.5395000000002 0 1282.0428000000002 663.47250000000008 2773.7250000000004 2022.5000000000002 778.91025000000013 22.231000000000005 1797.2975000000001 981.55950000000007 216.83225000000002 1256.4300000000001 412.47230000000008 2773.7250000000004 1889.5600000000002 629.11000000000013 502.38034000000005 12.339000000000002 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 left_child=7 2 3 5 -5 6 -2 13 9 10 11 12 -9 14 22 19 18 -18 -17 20 -16 -21 25 24 -24 27 -27 -1 29 30 31 -15 right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13 -14 28 15 16 17 -19 -20 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 -32 -33 leaf_value=-0.0023253250613015169 -3.1896277324776903 6.7322702751159671 -13.128646195983887 -3.3454261991182963 5.7772827056884761 -6.46595093369484 1.0647587220565133 0.64522965268446852 7.2620750975608823 -3.7178218336900075 3.878953474135626 2.8309536824907577 -2.0782442840933801 -0.52752434215030153 0.42774074554443359 0.083113327078471147 0.62511336270500639 6.5981366920471194 -3.7380738302866616 -0.77830780586174553 6.1852230237080503 2.4375972103118899 -0.36878728966559132 3.6743053169250488 2.5644931495189667 0.017882280380561437 -2.351421690801295 1.675276419006507 1.009723177909851 -3.536587371826172 -1.7521069622039795 0.32716776776313777 leaf_weight=359464 38 20 25 30 25 20 23 104 32 24 21 21 48 37 21 2082 85 20 30 35 26 25 62 20 20 232 82 68 20 21 20 20 leaf_count=359464 38 20 25 30 25 20 23 104 32 24 21 21 48 37 21 2082 85 20 30 35 26 25 62 20 20 232 82 68 20 21 20 20 internal_value=0 -2.07479 -3.16883 -1.33799 0.80126 -2.79056 -1.58551 -0.000578784 1.00566 0.0872866 0.558022 0.154903 -0.214815 -0.00127295 -0.000991559 0.193414 0.110461 1.76283 0.0288351 1.73929 3.61273 0.561653 -0.00224674 0.999129 0.346647 -0.00253058 -0.600853 -0.00200803 -0.865178 -1.24781 -0.6236 -0.227632 internal_weight=0 181 161 136 55 81 61 362640 250 218 194 173 152 362390 362272 2324 2217 105 2112 107 47 60 359948 102 82 359846 314 359532 118 98 77 57 internal_count=362821 181 161 136 55 81 61 362640 250 218 194 173 152 362390 362272 2324 2217 105 2112 107 47 60 359948 102 82 359846 314 359532 118 98 77 57 cat_boundaries=0 5 cat_threshold=2147500032 1536 16 0 16384 is_linear=0 shrinkage=0.01 Tree=460 num_leaves=32 num_cat=1 split_feature=2 18 9 7 5 0 1 1 0 6 0 9 5 12 0 1 2 1 7 5 16 24 14 0 10 1 5 26 26 2 9 split_gain=1.06897e+07 3.80544e+07 3.37819e+07 7.13598e+07 1.03719e+07 8.91037e+06 5.09995e+06 3.47158e+06 1.07131e+07 2.30578e+06 2.62795e+06 847117 2.0429e+06 3.34009e+06 1.76042e+06 4.53077e+06 6.96022e+06 1.49799e+06 1.54048e+06 1.36516e+06 9.86689e+06 2.27624e+06 1.11248e+06 1.07185e+06 824661 2.73065e+06 818833 468717 415282 185050 3435.05 threshold=2593.0505000000003 321.88825000000003 135.37750000000003 46.839000000000006 26.141250000000007 1836.963 860.12500000000011 2779.5510000000008 1836.963 797.20500000000004 22.611000000000004 1889.5600000000002 312.83200000000005 729.25800000000015 2773.7250000000004 554.77325000000008 26.254000000000001 88.881000000000014 759.38475000000005 1530.4632000000001 1159.9970000000001 0 824.98750000000007 153.94725000000003 1797.2975000000001 860.12500000000011 1121.68056 2022.5000000000002 2022.5000000000002 172.98350000000002 2724.2674800000009 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 2 left_child=7 2 3 4 6 -4 27 11 9 10 -9 14 13 23 19 16 28 -14 -19 24 21 -21 -20 30 26 -26 -1 -2 -16 -12 -13 right_child=1 -3 5 -5 -6 -7 -8 8 -10 -11 29 12 17 -15 15 -17 -18 18 22 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 leaf_value=-0.0005798653776142677 1.0582890011714055 14.137694384256999 -2.5463883129970446 20.513569800967261 -6.1230164309910364 -10.701903693789527 6.1596766510009768 1.5410105497261575 -6.1881855650205875 2.7571078704833987 -3.0058114069158384 -0.092775394757588697 -4.0655314200265069 3.2716847893169949 1.3837787995515047 -1.5772104817942569 6.9741587554931641 -2.8488372046371984 -1.2698470893272988 -0.98714839338182336 7.1181148910522465 0.80880576872214294 1.8672174427509307 -2.6248743282664906 -0.067990178505579632 -3.4410770834287008 -0.55665525251317693 -0.92496329741044481 -0.42409847547610602 -1.6767565097808839 0.064265639231755184 leaf_weight=361960 26 24 37 21 21 21 20 29 37 25 22 30 21 28 27 38 25 29 26 101 22 185 20 22 120 30 265 22 24 20 26 leaf_count=361960 26 24 37 21 21 21 20 29 37 25 22 30 21 28 27 38 25 29 26 101 22 185 20 22 120 30 265 22 24 20 26 internal_value=0 2.35891 0.676221 3.93238 0.0199608 -5.49925 1.91706 -0.00128981 -1.61661 0.145354 -0.774277 -0.000697973 -0.648102 0.308939 -0.000337508 1.24214 2.65181 -1.70483 -1.04384 -0.000728048 0.664747 0.168334 0.094094 -0.75461 -0.00129367 -0.742608 -0.000986684 0.149298 0.533013 -2.37293 -0.0198635 internal_weight=0 192 168 110 89 58 68 363132 133 96 71 362999 202 106 362797 114 76 96 75 362683 308 286 46 78 362375 150 362225 48 51 42 56 internal_count=363324 192 168 110 89 58 68 363132 133 96 71 362999 202 106 362797 114 76 96 75 362683 308 286 46 78 362375 150 362225 48 51 42 56 cat_boundaries=0 1 cat_threshold=1188 is_linear=0 shrinkage=0.01 Tree=461 num_leaves=29 num_cat=1 split_feature=2 18 9 7 5 0 1 1 0 3 9 5 5 0 1 2 1 7 5 16 24 4 5 14 5 3 0 11 split_gain=1.0477e+07 3.72971e+07 3.31097e+07 6.99397e+07 1.01655e+07 8.73306e+06 4.99846e+06 3.40249e+06 1.04999e+07 3.2089e+06 830259 2.00225e+06 2.92644e+06 1.72539e+06 4.44061e+06 6.82171e+06 1.46818e+06 1.50982e+06 1.33776e+06 9.67071e+06 2.23422e+06 1.1998e+06 4.02065e+06 1.09034e+06 1.00129e+06 751366 274174 225507 threshold=2593.0505000000003 321.88825000000003 135.37750000000003 46.839000000000006 26.141250000000007 1836.963 860.12500000000011 2779.5510000000008 1836.963 542.09453100000007 1889.5600000000002 312.83200000000005 72.753750000000011 2773.7250000000004 554.77325000000008 26.254000000000001 88.881000000000014 759.38475000000005 1530.4632000000001 1159.9970000000001 0 2632.2792750000003 257.09250000000003 824.98750000000007 1121.68056 17.811866500000004 117.18350000000002 52.385000000000012 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 left_child=7 2 3 4 6 -4 -2 10 9 26 13 12 25 18 15 -15 -13 -18 21 20 -20 24 -23 -19 -1 27 -9 -12 right_child=1 -3 5 -5 -6 -7 -8 8 -10 -11 11 16 -14 14 -16 -17 17 23 19 -21 -22 22 -24 -25 -26 -27 -28 -29 leaf_value=-0.0010698532300565202 0.1478053633371989 13.99631783803304 -2.5209244376219608 20.308433747064502 -6.0617864708673395 -10.594884592692058 6.0980796737670904 -0.50894926795959472 -6.1263036779455238 2.4526029274914718 -0.38166994094848633 -4.0248761186145599 3.6487002767835346 0.52768289832507864 -1.5614383318549707 6.9044173526763917 -2.8203488540649415 -1.2571486297020547 -0.97816625156918091 7.0469338486411361 0.80113246848033026 -0.36758403792267758 5.0800071811676029 1.8485452476143838 -0.61714854747056958 -2.1613633083161852 -1.8884734333262725 0.89897543382644662 leaf_weight=362049 48 24 37 21 21 21 20 25 37 37 44 21 21 51 38 25 29 26 101 22 185 42 20 20 264 21 34 20 leaf_count=362049 48 24 37 21 21 21 20 25 37 37 44 21 21 51 38 25 29 26 101 22 185 42 20 20 264 21 34 20 internal_value=0 2.33532 0.669459 3.89305 0.0197611 -5.44425 1.89789 -0.00127696 -1.60044 0.143901 -0.000691042 -0.641621 0.30585 -0.000334182 1.22972 2.62529 -1.68779 -1.0334 -0.000720817 0.658042 0.166589 -0.00128073 1.3897 0.0931531 -0.00151876 -0.520031 -1.30393 0.0185317 internal_weight=0 192 168 110 89 58 68 363132 133 96 362999 202 106 362797 114 76 96 75 362683 308 286 362375 62 46 362313 85 59 64 internal_count=363324 192 168 110 89 58 68 363132 133 96 362999 202 106 362797 114 76 96 75 362683 308 286 362375 62 46 362313 85 59 64 cat_boundaries=0 1 cat_threshold=1188 is_linear=0 shrinkage=0.01 Tree=462 num_leaves=24 num_cat=0 split_feature=3 18 8 7 0 5 7 13 3 11 5 10 9 8 0 8 11 12 0 4 9 0 0 split_gain=4.95133e+06 2.73543e+07 3.67455e+07 6.50263e+07 1.06225e+07 5.89568e+06 2.38072e+06 3.07372e+06 1.92779e+06 1.88553e+06 1.01446e+07 1.21242e+06 1.99809e+06 876987 3.89543e+06 5.21524e+06 1.43213e+06 930500 1.52947e+06 872258 741184 537382 519201 threshold=2692.2960000000003 2.6275000000000004 274.88700000000011 148.25225000000003 2773.7250000000004 102.38725000000001 2690.3565000000003 1950.3035000000002 248.70244000000002 2995.7383125000001 911.29109000000005 2855.9890500000006 1103.8800000000003 998.8850000000001 1114.9175000000002 1329.5732400000002 1347.54114 1521.0400000000002 474.32500000000005 784.4625000000002 102.94250000000001 9.3618345000000023 196.47460000000004 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 2 3 5 -4 22 9 8 20 11 -11 13 21 17 16 -16 -15 19 -19 -1 -8 -13 -2 right_child=1 -3 4 -5 -6 -7 7 -9 -10 10 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.0015920532038076612 0.26226512047552297 12.685719549179078 -2.9549004687761005 17.912427197265625 -11.958592094421387 -5.0620592568137432 -0.96551273345947264 -4.9130814466306143 1.0066336294320914 -1.5242520228028298 7.3156847753978909 -1.2157275879901388 -3.9991268005371094 0.1907293437921776 -1.4008969038504142 3.8397654369659722 -1.8189915776880166 -0.26141093677236837 -2.6417444442300235 0.293715386719611 -3.4507751140594487 1.0255554542541503 2.2709571964090522 leaf_weight=361091 31 20 38 25 20 22 30 21 39 34 21 23 20 530 27 64 38 131 34 1003 20 20 22 leaf_count=361091 31 20 38 25 20 22 30 21 39 34 21 23 20 530 27 64 38 131 34 1003 20 20 22 internal_value=0 1.66738 0.272649 3.94537 -6.05962 -0.71032 -0.000859113 -1.47179 -0.6598 -0.00041342 1.851 -0.000693952 -1.38783 -0.000453155 0.364015 2.28484 0.0562762 -0.00111617 -0.751904 -0.000774052 -1.95962 -0.17327 1.09606 internal_weight=0 178 158 100 58 75 363146 110 89 363036 55 362981 63 362918 659 91 568 362259 165 362094 50 43 53 internal_count=363324 178 158 100 58 75 363146 110 89 363036 55 362981 63 362918 659 91 568 362259 165 362094 50 43 53 is_linear=0 shrinkage=0.01 Tree=463 num_leaves=28 num_cat=0 split_feature=2 18 8 1 3 8 4 1 7 5 2 1 7 1 14 1 7 3 2 7 5 8 3 3 5 3 3 split_gain=1.02839e+07 3.63754e+07 3.90046e+07 2.81557e+07 6.29192e+06 3.4338e+06 6.94596e+06 2.28323e+06 2.72413e+06 3.16345e+06 3.98866e+06 1.71979e+06 1.42774e+06 9.77724e+06 9.2339e+06 3.85991e+06 1.09904e+06 3.17274e+06 1.47257e+06 1.42103e+06 5.70068e+06 985763 946152 825524 724990 570485 536367 threshold=2593.0505000000003 321.88825000000003 103.56378000000002 2779.5510000000008 2692.2960000000003 2877.4750000000008 1115.3337000000004 2779.5510000000008 1489.0961200000002 911.29109000000005 285.51000000000005 166.66900000000001 1489.0961200000002 522.78869700000007 709.17750000000012 860.12500000000011 1113.0755000000001 689.90820000000008 579.4525000000001 608.55210000000022 1530.4632000000001 903.726 2692.2960000000003 1471.8415000000002 543.59225000000015 507.85850000000005 207.97683100000003 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 3 11 21 7 26 12 9 10 -9 -2 16 23 15 -15 19 18 -18 22 -21 -4 -1 25 -19 -14 -7 right_child=1 -3 4 -5 -6 6 -8 8 -10 -11 -12 -13 13 14 -16 -17 17 24 -20 20 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.0012149416819892912 0.49325311297462099 13.829714190165204 -4.7741185724167599 14.898233075823102 -9.7829156366984051 -0.58139538378351263 -5.6054250753287116 -0.26552588835629548 -4.4608779077944547 2.359879217881423 -5.3885827564057855 3.4293186027125309 -0.51722066684372048 4.0858402122150768 8.5194219482421882 -0.46094279621922696 -0.26271160219654893 -3.5678347012304488 2.6104918541908262 0.22418782355834027 4.0839849429130552 -1.8352133734703067 -1.1320755055788401 -2.3812538183303107 -1.5616696923000868 0.97467571576436363 1.4295832325163342 leaf_weight=361334 42 24 21 21 21 36 33 55 23 26 21 38 176 33 25 43 165 31 20 882 40 25 74 21 43 30 21 leaf_count=361334 42 24 21 21 21 36 33 55 23 26 21 38 176 33 25 43 165 31 20 882 40 25 74 21 43 30 21 internal_value=0 2.31369 0.668545 4.59301 -5.24743 -0.00126474 -1.95431 -0.000780569 -1.35206 -0.651052 -1.68111 1.88788 -0.000315146 0.659149 3.2475 1.51332 -0.0009117 -0.652094 0.047905 -0.000446224 0.391641 -3.17689 -0.00144649 -0.492497 -2.40209 -0.299954 0.159491 internal_weight=0 192 168 101 67 363132 90 363042 125 102 76 80 362917 328 101 76 362589 259 185 362330 922 46 361408 227 74 206 57 internal_count=363324 192 168 101 67 363132 90 363042 125 102 76 80 362917 328 101 76 362589 259 185 362330 922 46 361408 227 74 206 57 is_linear=0 shrinkage=0.01 Tree=464 num_leaves=27 num_cat=1 split_feature=2 18 8 6 6 8 4 1 6 3 3 6 5 1 5 4 25 1 3 10 8 9 10 2 1 9 split_gain=1.00792e+07 3.56516e+07 3.82284e+07 3.3375e+07 1.00217e+07 3.36547e+06 6.80774e+06 2.23779e+06 3.12381e+06 8.84217e+06 1.90623e+06 1.47721e+06 8.17971e+06 1.96575e+06 4.77647e+06 885252 2.40123e+06 7.64846e+06 1.41868e+06 1.15788e+06 923957 780326 544970 463979 373615 326658 threshold=2593.0505000000003 321.88825000000003 103.56378000000002 275.94813500000004 2871.8940000000007 2877.4750000000008 1115.3337000000004 2779.5510000000008 1118.3050000000001 802.00500000000011 174.3837 1913.0125000000005 1874.1882800000003 150.14700000000002 611.84520000000009 1517.5820000000001 0 733.23400000000015 1471.8415000000002 2855.9890500000006 998.8850000000001 176.8184 190.45082400000004 4.7879500000000013 1256.4300000000001 54.963750000000005 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=5 2 3 10 24 7 22 11 9 23 -2 15 13 21 -15 19 17 -17 -18 20 -1 -13 -7 -9 -4 -21 right_child=1 -3 4 -5 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 16 18 -19 -20 25 -22 -23 -24 -25 -26 -27 leaf_value=-0.0016766583892800504 2.8953312926596784 13.691418177286785 -2.9839148222208025 15.766880448659261 -9.9023680475023053 0.96211390607497271 -5.5493709733991912 0.40601459305460857 1.4142337922127015 -6.955148285797665 -0.24031384901566938 -0.34581714208811931 6.2087497453689569 3.7702290589992815 -1.0898022263390679 -0.23300557412599263 0.14584761216850481 4.9689510358174642 -2.3424318045836228 -0.77964399428594677 0.42301618117860884 -2.4243503697713216 -1.0309465562260669 -1.3224446014404296 -1.0510014095306397 -2.5434541393461685 leaf_weight=361819 47 24 20 21 27 34 33 41 31 28 33 73 25 39 42 76 193 45 26 21 513 24 23 25 20 21 leaf_count=361819 47 24 20 21 27 34 33 41 31 28 33 73 25 39 42 76 193 45 26 21 513 24 23 25 20 21 internal_value=0 2.29055 0.66186 4.54708 -5.19496 -0.00125209 -1.93477 -0.000772763 -1.33854 -2.24637 1.60188 -0.000311994 0.852497 0.100214 1.25021 -0.000789285 0.509235 1.57171 -0.143033 -0.00126782 -0.00107537 -0.860093 0.157897 -0.248705 -2.01746 -1.66155 internal_weight=0 192 168 101 67 363132 90 363042 125 94 80 362917 203 178 81 362714 340 121 219 362374 362332 97 57 66 40 42 internal_count=363324 192 168 101 67 363132 90 363042 125 94 80 362917 203 178 81 362714 340 121 219 362374 362332 97 57 66 40 42 cat_boundaries=0 6 cat_threshold=1081344 0 4096 0 0 1024 is_linear=0 shrinkage=0.01 Tree=465 num_leaves=25 num_cat=1 split_feature=14 4 2 8 5 0 0 0 4 3 26 7 1 10 4 0 2 26 2 1 24 10 9 0 split_gain=3.87148e+06 7.91223e+06 5.31603e+06 3.11545e+07 1.1935e+07 2.05076e+07 1.45279e+07 3.30182e+06 3.13109e+06 4.31796e+06 2.24535e+06 2.03295e+06 1.85969e+06 1.73109e+06 1.04151e+07 2.03065e+06 8.89655e+06 9.7756e+06 4.64081e+06 1.76958e+06 2.63365e+06 1.01998e+06 821977 149487 threshold=2857.2975000000001 1291.5535000000002 2593.0505000000003 2877.4750000000008 188.37900000000005 1501.0951200000002 1266.1895000000002 531.67662500000017 2632.2792750000003 1854.9329420000001 2022.5000000000002 1113.0755000000001 270.00500000000005 2855.9890500000006 179.27000000000001 2773.7250000000004 27.046500000000005 2022.5000000000002 1092.7150000000004 1256.4300000000001 0 147.93337000000002 479.07240500000006 9.5972500000000007 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=2 22 8 4 6 7 10 -6 13 11 -4 12 23 15 -15 19 17 -17 -18 21 -21 -1 -2 -10 right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 14 -16 16 18 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.0035556072722452733 -0.85289505195617676 -6.2628425935109453 2.2660972369158712 12.588179598683896 -0.96983692607879635 -9.3307466651653428 9.9439686584472664 4.4814396257400508 0.14475237751448597 -5.0556734044211256 -1.7412327625011577 2.1625790032886325 -3.963581163406372 -1.9624947091304896 6.5944378128051753 7.8171918916702277 -3.4008960881600014 -0.62558055331309637 2.2627580692457117 0.68287288362639287 -0.89856911765403502 0.13232817007018599 1.7266592171078636 -0.93992177168528246 leaf_weight=356518 30 30 27 23 25 29 21 20 27 28 29 21 20 33 25 32 39 24 23 130 456 5611 21 24 leaf_count=356518 30 30 27 23 25 29 21 20 27 28 29 21 20 33 25 32 39 24 23 130 456 5611 21 24 internal_value=0 -2.18781 -0.00133229 1.74616 0.0947247 -2.77309 2.85081 1.45295 -0.0021699 -1.61722 0.190873 -0.570731 -1.37918 -0.00163584 1.72584 -0.00191198 1.3097 4.19886 -1.29986 -0.00233868 -0.551418 -0.00145016 0.209274 -0.365683 internal_weight=0 81 363185 174 151 74 77 45 363011 120 56 92 71 362891 58 362833 118 56 62 362715 586 362129 51 51 internal_count=363266 81 363185 174 151 74 77 45 363011 120 56 92 71 362891 58 362833 118 56 62 362715 586 362129 51 51 cat_boundaries=0 1 cat_threshold=2306 is_linear=0 shrinkage=0.01 Tree=466 num_leaves=24 num_cat=0 split_feature=17 21 7 2 18 26 12 3 0 5 8 7 8 16 9 7 1 0 2 3 9 10 5 split_gain=4.17193e+06 1.59385e+07 1.50018e+07 5.8367e+06 3.23068e+07 1.28936e+07 1.42777e+07 2.24152e+07 6.64981e+06 3.64559e+06 3.14916e+06 4.14486e+06 1.31359e+06 3.58888e+06 3.2422e+06 1.61029e+06 9.27308e+06 1.5594e+06 8.26564e+06 1.43015e+06 1.3917e+06 85114.7 57688.2 threshold=2732.1750000000006 26.211590000000005 654.14525000000003 2593.0505000000003 36.140175000000006 2022.5000000000002 787.1346400000001 369.71584999999999 1836.963 26.141250000000007 2877.4750000000008 759.38475000000005 1926.0125000000005 350.00162850000009 406.08214000000004 2690.3565000000003 1097.7209 2773.7250000000004 137.53500000000003 2692.2960000000003 92.591000000000022 7.283500000000001 16.367800000000003 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 21 15 14 22 17 20 19 -19 -1 -17 -12 -14 right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 11 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.0025121732836504906 -0.11788705780392601 4.7518616173267372 -12.070884784516835 3.455190350567853 12.60000673174858 -0.63752628073972817 3.9782133615016937 -13.979312824249268 6.9787220764160161 -1.7911105739153348 -0.27387481848398848 -4.3809937523540698 0.6433377640335648 -1.9844022659906027 4.2193432752902691 1.9055440105091441 -7.3272406921386724 3.5712231739237907 -1.7683093382277579 1.272464758049358 -1.070409793217977 0.6094246968924999 -0.055494132268996473 leaf_weight=362538 21 20 21 27 24 34 22 20 27 26 24 38 27 29 39 33 20 64 53 88 30 20 21 leaf_count=362538 21 20 21 27 24 34 22 20 27 26 24 38 27 29 39 33 20 64 53 88 30 20 21 internal_value=0 -2.5956 -6.09439 -0.00135891 1.79892 0.137213 -2.81239 -5.57893 2.93933 0.881533 -0.00225155 -1.96173 -0.00180885 1.06217 2.07769 -0.00214901 -1.39487 -0.00183034 1.15246 -0.00220277 0.488423 0.127625 0.337599 internal_weight=0 62 42 363204 180 156 76 54 80 53 363024 82 362942 116 87 362826 83 362743 117 362626 63 44 48 internal_count=363266 62 42 363204 180 156 76 54 80 53 363024 82 362942 116 87 362826 83 362743 117 362626 63 44 48 is_linear=0 shrinkage=0.01 Tree=467 num_leaves=22 num_cat=0 split_feature=17 19 2 18 26 12 3 0 8 7 0 8 16 9 7 1 0 2 3 9 10 split_gain=4.08891e+06 1.78448e+07 5.72055e+06 3.16639e+07 1.2637e+07 1.39936e+07 2.19692e+07 6.51748e+06 3.08649e+06 4.06237e+06 1.82778e+06 1.28745e+06 3.51746e+06 3.17769e+06 1.57825e+06 9.08855e+06 1.52836e+06 8.10115e+06 1.40169e+06 1.36401e+06 83420.9 threshold=2732.1750000000006 7.2935000000000008 2593.0505000000003 36.140175000000006 2022.5000000000002 787.1346400000001 369.71584999999999 1836.963 2877.4750000000008 759.38475000000005 32.114000000000004 1926.0125000000005 350.00162850000009 406.08214000000004 2690.3565000000003 1097.7209 2773.7250000000004 137.53500000000003 2692.2960000000003 92.591000000000022 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 left_child=2 -2 8 4 7 6 -6 10 11 20 -4 14 13 -13 16 19 18 -18 -1 -16 -10 right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22 leaf_value=-0.0024870515726694753 -8.677832826111052 2.1423938022341047 3.2581448764801024 12.474006083806355 -0.6311510475944071 3.9384315331415696 -13.839519318580628 6.9089352699562356 -0.27113605231046678 -4.33718386813214 -0.57299522269855852 0.33422277450561522 -1.964558306644703 4.1771497997183067 1.8864886301214046 -7.253968154907227 3.5355109519461987 -1.7506262345583934 1.2597401236675001 -1.059705696105957 0.60333048909902576 leaf_weight=362538 27 35 20 24 34 22 20 27 24 38 33 48 29 39 33 20 64 53 88 30 20 leaf_count=362538 27 35 20 24 34 22 20 27 24 38 33 48 29 39 33 20 64 53 88 30 20 internal_value=0 -2.56964 -0.00134532 1.78093 0.135842 -2.78426 -5.52314 2.90994 -0.00222904 -1.94212 0.872718 -0.00179076 1.05155 2.05691 -0.00212752 -1.38092 -0.00181204 1.14094 -0.00218074 0.483539 0.126349 internal_weight=0 62 363204 180 156 76 54 80 363024 82 53 362942 116 87 362826 83 362743 117 362626 63 44 internal_count=363266 62 363204 180 156 76 54 80 363024 82 53 362942 116 87 362826 83 362743 117 362626 63 44 is_linear=0 shrinkage=0.01 Tree=468 num_leaves=27 num_cat=1 split_feature=17 19 2 18 26 11 0 1 5 4 1 16 9 0 2 26 2 1 24 7 13 3 7 5 7 1 split_gain=4.00754e+06 1.74897e+07 5.60671e+06 3.10338e+07 1.23856e+07 6.54869e+06 6.38778e+06 3.67047e+06 3.55789e+06 2.73431e+06 5.88298e+06 4.09909e+06 3.47362e+06 1.97053e+06 7.6209e+06 1.01274e+07 3.74302e+06 1.2987e+06 2.21529e+06 3.50398e+06 1.41752e+06 1.37335e+06 2.65149e+06 1.74173e+06 383515 296424 threshold=2732.1750000000006 7.2935000000000008 2593.0505000000003 36.140175000000006 2022.5000000000002 165.89500000000001 1836.963 1256.4300000000001 26.141250000000007 2632.2792750000003 2779.5510000000008 10.012738500000001 502.38034000000005 2773.7250000000004 27.046500000000005 2022.5000000000002 1092.7150000000004 1256.4300000000001 0 543.29875000000015 1280.8870000000004 2692.2960000000003 572.8955000000002 2763.7525000000005 244.53950000000003 23.981500000000004 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=2 -2 9 4 6 -6 8 -7 -4 13 11 12 25 17 15 -15 24 21 19 -19 -20 23 -23 -1 -16 -11 right_child=1 -3 3 -5 5 7 -8 -9 -10 10 -12 -13 -14 14 16 -17 -18 18 20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.0013523290907491395 -8.5910545782689685 2.1209699182510375 3.4065031701547128 12.349266513188679 -5.9335012817382813 -2.9642208225386488 6.8398455527976703 3.0216594212055208 -1.776310540529398 -0.83069255417585364 -6.4559952583312992 3.534723312854767 -5.02360150836763 7.6679526615142821 -3.9485593132972721 -0.82660638523101815 1.9044010059650129 -0.450505095503547 -0.92325429027436545 3.0057038591124798 1.7358459672473725 0.21785957648537377 4.4697223443984981 -1.651178536117077 -1.9902056427001953 0.61445122892206361 leaf_weight=362044 27 35 27 24 35 21 27 20 26 40 20 20 21 32 20 25 26 88 442 44 21 55 20 64 20 22 leaf_count=362044 27 35 27 24 35 21 27 20 26 40 20 20 21 32 20 25 26 88 442 44 21 55 20 64 20 22 internal_value=0 -2.54394 -0.00133187 1.76312 0.134483 -2.75642 2.88084 -0.0442792 0.863991 -0.00220675 -1.49293 -0.529232 -1.5085 -0.00170149 1.26381 3.94227 -1.04941 -0.00213056 -0.46894 0.652159 -0.785678 -0.00136368 1.35169 -0.00164392 -2.96938 -0.3179 internal_weight=0 62 363204 180 156 76 80 41 53 363024 123 103 83 362901 123 57 66 362778 595 132 463 362183 75 362108 40 62 internal_count=363266 62 363204 180 156 76 80 41 53 363024 123 103 83 362901 123 57 66 362778 595 132 463 362183 75 362108 40 62 cat_boundaries=0 1 cat_threshold=2306 is_linear=0 shrinkage=0.01 Tree=469 num_leaves=21 num_cat=0 split_feature=17 19 2 8 9 11 0 8 4 26 8 16 9 4 9 0 2 3 8 10 split_gain=3.92779e+06 1.71417e+07 5.49513e+06 2.79549e+07 1.05306e+07 1.24266e+07 3.64839e+06 3.01767e+06 3.01827e+06 1.66269e+06 1.26363e+06 3.44557e+06 3.111e+06 2.19052e+06 3.60114e+06 1.90706e+06 7.51474e+06 1.36676e+06 1.22922e+06 30559.8 threshold=2732.1750000000006 7.2935000000000008 2593.0505000000003 2877.4750000000008 29.390000000000004 472.50000000000006 1266.1895000000002 2877.4750000000008 451.28900000000004 2022.5000000000002 1926.0125000000005 350.00162850000009 406.08214000000004 2632.2792750000003 1103.8800000000003 2773.7250000000004 27.046500000000005 2692.2960000000003 321.9405000000001 7.283500000000001 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 7 4 6 -6 9 10 19 -4 13 12 -12 15 18 17 -17 -1 -15 -9 right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 leaf_value=-0.00238514005088681 -8.5051440040436059 2.0997601201193676 2.0399885352452598 11.126653047844215 -9.5200760060264962 0.50970394611358638 4.56178855242048 -0.36605372837611605 -3.9348546483577826 -1.1194588638121084 0.33231511831283572 -1.9433264913230108 4.1347043362641944 -1.2731860188382571 -5.2693334121704103 3.9558235021071 -1.1615701682567596 1.2300896635585361 1.4840784679759633 0.16726726792075419 leaf_weight=362518 27 35 36 27 21 30 35 21 39 31 48 29 39 61 20 55 60 90 22 22 leaf_count=362518 27 35 36 27 21 30 35 21 39 31 48 29 39 61 20 55 60 90 22 22 internal_value=0 -2.5185 -0.00131855 1.74549 0.0899901 -3.62021 1.94509 -0.00218468 -1.92032 0.578155 -0.00175131 1.04179 2.03683 -0.00208495 -1.46021 -0.0016709 1.28588 -0.00207924 -0.542345 -0.0931918 internal_weight=0 62 363204 180 153 51 102 363024 82 67 362942 116 87 362826 103 362723 115 362608 83 43 internal_count=363266 62 363204 180 153 51 102 363024 82 67 362942 116 87 362826 103 362723 115 362608 83 43 is_linear=0 shrinkage=0.01 Tree=470 num_leaves=24 num_cat=0 split_feature=8 9 6 12 5 1 13 3 4 26 0 5 6 1 19 1 6 21 0 3 26 9 11 split_gain=3.65066e+06 4.06909e+07 8.0754e+06 7.30938e+06 1.13398e+07 3.48754e+06 3.48854e+07 1.58585e+07 1.03334e+07 7.24292e+06 5.54394e+06 7.03186e+06 1.59371e+06 1.94833e+06 1.2451e+06 1.9387e+06 1.23464e+06 5.31361e+06 1.00656e+06 951640 892909 764512 424022 threshold=2877.4750000000008 2724.2674800000009 1520.8892800000003 2813.3566500000006 992.2919965000001 2779.5510000000008 258.66500000000002 1471.8415000000002 14.450258500000002 2022.5000000000002 2773.7250000000004 658.22750000000008 37.005000000000003 4.7879500000000013 1711.5412500000002 303.85500000000008 1913.0125000000005 2.6515000000000004 7.7315000000000014 476.54200000000009 2022.5000000000002 3.4050000000000007 77.576670000000007 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 18 10 7 8 9 -7 14 12 13 -12 16 22 20 -18 -5 21 -1 -2 -16 right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=0.014081652323800637 0.37264035449578209 11.226579543604997 -6.7129972616831459 -1.6874206391206155 -8.9897762348340908 7.8913762842814128 13.811464094161989 -5.9060898734427791 -2.4219570047715133 0.52103515898187958 -2.7391470289230346 2.5069987810575047 -0.82447381877899173 -5.9877588381767275 0.21955453750633058 -3.9364373595714568 0.23913412260205558 5.6754199981689455 1.2965631408691405 1.8110795293535507 -0.017321451292133673 -2.2279356145858764 -1.4941981861808082 leaf_weight=181113 26 33 24 26 23 30 20 37 34 24 48 26 20 30 42 20 178 20 20 21 181065 20 22 leaf_count=181113 26 33 24 26 23 30 20 37 34 24 48 26 20 30 42 20 178 20 20 21 181065 20 22 internal_value=0 1.71393 -1.73571 -0.00219066 -3.25662 -0.00157159 1.54899 -0.413006 1.89659 4.61567 -0.00219167 -2.11628 -3.34287 -3.98861 -0.00146842 -1.21881 -0.00118624 0.788254 -0.390036 0.0472031 -0.00161782 -0.758045 -0.369548 internal_weight=0 124 91 362798 69 362729 145 125 88 54 362584 124 98 78 362460 84 362376 198 46 67 362178 46 64 internal_count=362922 124 91 362798 69 362729 145 125 88 54 362584 124 98 78 362460 84 362376 198 46 67 362178 46 64 is_linear=0 shrinkage=0.01 Tree=471 num_leaves=23 num_cat=1 split_feature=8 9 12 5 2 1 13 2 3 0 5 0 2 19 2 2 25 9 0 26 3 17 split_gain=3.57801e+06 3.98811e+07 7.16392e+06 1.11142e+07 7.09068e+06 3.41814e+06 3.41912e+07 1.6615e+07 7.58307e+06 5.43362e+06 6.89192e+06 3.00139e+06 1.45153e+06 1.22032e+06 2.22392e+06 1.05823e+06 2.89331e+06 1.37796e+06 986527 677977 608418 94614.2 threshold=2877.4750000000008 2724.2674800000009 2813.3566500000006 992.2919965000001 778.91025000000013 2779.5510000000008 258.66500000000002 1800.6974500000001 642.60925000000009 2773.7250000000004 658.22750000000008 474.32500000000005 863.30000000000007 1711.5412500000002 420.88550000000004 621.21800000000007 0 1889.5600000000002 7.7315000000000014 2022.5000000000002 196.47460000000004 57.543970000000009 decision_type=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 4 5 18 20 9 7 8 11 13 12 -7 19 15 21 17 -17 -1 -4 -11 -2 -15 right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=-0.0020525901762527142 -0.18883800033367043 11.114313844622989 -1.6705464599911983 -8.8998783094986624 -5.0149739508879811 -1.270052555984921 13.67334903907776 -6.141303799947103 6.8545079571267831 -3.5082568315018059 2.4819288635253907 3.3083871732439314 -5.6398703395185024 0.19391850121319296 -3.7793253183178606 1.1849960572676226 0.069461788044460696 -1.1645175896438897 1.2835975475311279 -1.6186165582432466 2.0215418777465821 -0.60205724801336025 leaf_weight=360475 33 33 26 23 38 45 20 36 23 43 26 21 21 32 24 265 1534 102 20 34 20 28 leaf_count=360475 33 33 26 23 38 45 20 36 23 43 26 21 21 32 24 265 1534 102 20 34 20 28 internal_value=0 1.69679 -0.00216875 -3.22405 -1.71835 -0.00155587 1.5335 -0.408876 1.90986 -0.00216975 -2.09512 0.186724 -3.30944 -0.00145374 -1.20662 -0.00117438 0.240758 -0.00238143 -0.386136 -2.67387 0.645268 -0.177537 internal_weight=0 124 362798 69 91 362729 145 125 89 362584 124 66 98 362460 84 362376 1799 360577 46 77 53 60 internal_count=362922 124 362798 69 91 362729 145 125 89 362584 124 66 98 362460 84 362376 1799 360577 46 77 53 60 cat_boundaries=0 6 cat_threshold=16384 1028 1048848 1048576 16384 1024 is_linear=0 shrinkage=0.01 Tree=472 num_leaves=37 num_cat=4 split_feature=2 9 8 7 9 0 0 4 4 4 2 8 26 5 24 3 16 4 4 4 7 25 3 17 24 7 5 4 25 2 7 26 0 0 16 10 split_gain=3.51996e+06 2.58834e+07 2.11771e+07 3.23154e+07 7.6342e+07 2.73805e+07 3.89883e+06 5.77942e+06 2.70828e+06 1.75397e+06 4.10594e+06 2.85867e+06 1.64849e+06 1.6449e+06 6.21688e+06 8.01106e+06 2.8323e+06 2.85866e+06 2.45994e+06 2.26046e+06 1.16312e+06 1.94085e+06 3.53367e+06 1.61815e+06 1.44076e+06 979983 834061 806054 3.67567e+06 3.14383e+06 1.79606e+06 716377 4.51039e+06 2.83787e+06 513999 453651 threshold=2593.0505000000003 2724.2674800000009 1926.0125000000005 46.839000000000006 138.42500000000004 2773.7250000000004 2773.7250000000004 1876.5445000000002 7.273200000000001 117.58985000000001 7.2721500000000008 483.75000000000006 2022.5000000000002 1530.4632000000001 0 974.18930000000012 509.65625000000006 1876.5445000000002 451.28900000000004 970.01225000000011 987.73900000000015 1 870.71080000000018 4.4050000000000011 2 236.24100000000001 611.84520000000009 480.16275000000002 3 177.27750000000003 903.12057500000003 2022.5000000000002 885.78750000000014 988.99750000000006 1159.9970000000001 519.72350000000017 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 1 2 2 2 9 2 2 2 2 2 2 2 left_child=6 2 3 5 -5 8 13 9 12 10 -8 -11 -2 20 15 19 17 18 -16 25 27 22 26 24 -23 -15 -22 31 29 -29 -30 33 -33 -1 -25 -18 right_child=1 -3 -4 4 -6 -7 7 -9 -10 11 -12 -13 -14 14 16 -17 35 -19 -20 -21 21 23 -24 34 -26 -27 -28 28 30 -31 -32 32 -34 -35 -36 -37 leaf_value=0.0097002310177285601 3.7431166585286455 9.8896914698282874 -8.8897242502371476 22.919920381546021 -2.1394932744964477 -12.248955804734003 -0.20653411460372639 -6.1323411391178766 -1.7145063212712606 3.4994843691871278 -5.4313902673267185 -1.6036255629166314 -0.044753725051879883 1.2898337022881758 0.61118178022189407 7.9219624519348146 -3.7048800830841064 3.4944905861218771 -1.8599215336169226 4.1521443548656647 -1.2055881227765766 0.9779435023894677 -4.9378982070922852 -1.57143277183701 -0.2580741701636996 -1.4019104834965297 0.96414335987784638 0.23821008499808932 -0.11941017028993244 1.7008501333185269 2.48315564332185 -0.014715001556467201 -1.1938379214103405 0.94787707362796869 0.059732868099212653 -1.6004811622982933 leaf_weight=179708 27 30 24 20 31 21 53 24 30 21 21 23 20 38 127 24 20 24 59 21 91 133 25 85 270 21 22 345 1481 256 27 179106 325 323 25 21 leaf_count=179708 27 30 24 20 31 21 53 24 30 21 21 23 20 38 127 24 20 24 59 21 91 133 25 85 270 21 22 345 1481 256 27 179106 325 323 25 21 internal_value=0 1.31486 -0.172101 1.23208 7.68773 -2.12749 -0.00230879 -1.65899 0.632908 -0.74915 -1.68926 0.83195 2.13126 -0.00165997 0.678706 2.60435 -0.214388 0.24644 -0.172663 1.33461 -0.00232677 -0.424636 -1.43206 -0.123314 0.167705 0.331755 -0.783163 -0.00156641 0.193361 0.847136 -0.0723328 -0.00271008 -0.0168507 0.0113834 -1.20071 -2.62702 internal_weight=0 203 173 149 51 98 362719 142 77 118 74 44 47 362577 355 104 251 210 186 80 362222 651 138 513 403 59 113 361571 2109 601 1508 359462 179431 180031 110 41 internal_count=362922 203 173 149 51 98 362719 142 77 118 74 44 47 362577 355 104 251 210 186 80 362222 651 138 513 403 59 113 361571 2109 601 1508 359462 179431 180031 110 41 cat_boundaries=0 1 5 6 12 cat_threshold=2314 9437184 0 256 1073741824 2132 3162624 360960 135794688 1 4199424 2147484672 is_linear=0 shrinkage=0.01 Tree=473 num_leaves=32 num_cat=4 split_feature=2 12 3 3 17 9 7 13 5 24 3 3 3 4 26 4 4 9 2 20 3 9 26 25 24 3 4 25 18 2 4 split_gain=3.44992e+06 3.19607e+07 1.23282e+08 2.54451e+07 5.46299e+06 2.57833e+06 3.98168e+06 2.12432e+06 1.76691e+06 5.41204e+06 6.80374e+06 1.65032e+06 1.44617e+06 3.19516e+06 1.8235e+06 1.37892e+06 3.16649e+06 3.02131e+06 1.51136e+06 855212 1.93427e+06 1.12968e+06 806090 2.54369e+06 4.05248e+06 1.72872e+06 3.81532e+06 1.46812e+06 778093 619657 426617 threshold=2593.0505000000003 68.378000000000029 2692.2960000000003 2692.2960000000003 2.6267940000000007 2724.2674800000009 1888.9124200000003 26.251840000000005 1530.4632000000001 0 745.12500000000011 248.70244000000002 174.3837 970.01225000000011 2022.5000000000002 1876.5445000000002 625.2833710000001 214.94750000000002 1092.7150000000004 771.75000000000011 974.18930000000012 1279.0000000000002 2022.5000000000002 1 2 1854.9329420000001 1115.3337000000004 3 564.05900000000008 1444.3300000000002 19.643625000000004 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 9 1 2 2 9 2 2 2 left_child=5 3 4 12 -3 8 7 -7 19 10 11 30 14 -14 -2 16 17 -11 -18 22 21 28 23 24 -1 27 -27 -24 -21 -25 -10 right_child=1 2 -4 -5 -6 6 -8 -9 9 15 -12 -13 13 -15 -16 -17 18 -19 -20 20 -22 -23 25 29 -26 26 -28 -29 -30 -31 -32 leaf_value=0.29652702596615821 3.4258567121624948 -5.1477876846198569 26.38298128301447 -9.5778552418370406 1.3992339141845704 1.1419859211261456 -5.1586483319600429 -2.202920628109494 1.0708203322799117 -0.46727276870182588 7.1995511172367985 3.4084113077322646 -3.498478708267212 1.9666663153275201 -0.22056109497944515 1.697204364504133 -3.5893043154164368 2.8629107096460134 -0.34147977808247443 -0.41123643558217871 -3.1650746022737946 -2.5595501050949099 -0.11104871300823954 -0.0037124134511387604 0.029693928994016766 -0.33894451071607307 -4.8828625620966379 -0.007689873801552909 1.0168646757125854 -1.2485232436656952 -0.78253360292185903 leaf_weight=7573 32 26 22 31 25 39 24 37 27 112 26 24 20 23 24 35 38 36 23 161 26 20 14975 150651 22852 94 23 165810 50 40 23 leaf_count=7573 32 26 22 31 25 39 24 37 27 112 26 24 20 23 24 35 38 36 23 161 26 20 14975 150651 22852 94 23 165810 50 40 23 internal_value=0 1.30171 6.59677 -1.67166 -1.93846 -0.00228551 -1.60778 -0.486455 -0.00184276 0.714503 2.54458 1.25292 0.804017 -0.575262 1.86311 -0.134312 -0.447451 0.342772 -2.36471 -0.00252297 -0.579178 -0.288125 -0.00211359 0.0127996 0.0961862 -0.0170444 -1.23219 -0.016258 -0.0728238 -0.00404257 0.218278 internal_weight=0 203 73 130 51 362719 100 76 362619 344 100 74 99 43 56 244 209 148 61 362275 257 231 362018 181116 30425 180902 117 180785 211 150691 50 internal_count=362922 203 73 130 51 362719 100 76 362619 344 100 74 99 43 56 244 209 148 61 362275 257 231 362018 181116 30425 180902 117 180785 211 150691 50 cat_boundaries=0 1 7 8 14 cat_threshold=2314 1081344 1073807428 2215645521 1074987056 4229649 8914434 7 3222306816 4 65601 1078150160 21006864 532480 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 1 19 2 9 10 3 0 3 26 14 split_gain=3.43897e+06 3.8225e+07 7.01305e+06 1.09417e+07 6.8357e+06 3.40691e+06 3.3342e+07 1.59996e+07 7.41005e+06 5.24983e+06 6.69395e+06 2.94217e+06 1.41717e+06 1.20662e+06 2.20587e+06 1.01611e+06 1.63476e+06 1.10851e+06 966856 594532 475411 97465.2 threshold=2877.4750000000008 2724.2674800000009 2813.3566500000006 992.2919965000001 778.91025000000013 2779.5510000000008 258.66500000000002 1800.6974500000001 642.60925000000009 2773.7250000000004 658.22750000000008 474.32500000000005 254.73937500000002 1711.5412500000002 420.88550000000004 2724.2674800000009 2855.9890500000006 870.71080000000018 7.7315000000000014 196.47460000000004 2022.5000000000002 141.08750000000003 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 19 9 7 8 11 13 12 -7 20 15 21 16 -1 -17 -4 -2 -11 -15 right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 17 -18 -19 -20 -21 -22 -23 leaf_value=-0.0011761649620560624 -0.18377197774973783 10.883429241758405 -1.6456123562042531 -8.8215085172134895 -4.9167772106120466 -1.2573783938619827 13.519161825180054 -6.0123382271660697 6.7762326182489812 -3.1473170641848918 2.4514648628234865 3.2756622714088075 -4.9831292712688446 0.1428745210170746 -3.7620368676384288 -0.39927345593770347 1.6635245971356409 -3.2014014244079592 1.2789311294555663 2.0012389698028565 -1.4300587958948954 -0.68608922440072762 leaf_weight=362249 33 33 26 23 38 45 20 36 23 38 26 21 32 37 24 48 59 20 20 20 28 23 leaf_count=362249 33 33 26 23 38 45 20 36 23 38 26 21 32 37 24 48 59 20 20 20 28 23 internal_value=0 1.66352 -0.00210959 -3.18988 -1.67997 -0.0015032 1.53103 -0.387072 1.88832 -0.00211607 -2.05937 0.184953 -3.25612 -0.00141227 -1.19979 -0.00113448 -0.000905077 -1.22343 -0.374072 0.64076 -2.41878 -0.174895 internal_weight=0 124 362798 69 91 362729 145 125 89 362584 124 66 98 362460 84 362376 362308 68 46 53 66 60 internal_count=362922 124 362798 69 91 362729 145 125 89 362584 124 66 98 362460 84 362376 362308 68 46 53 66 60 is_linear=0 shrinkage=0.01 Tree=475 num_leaves=31 num_cat=0 split_feature=3 12 13 0 7 1 0 7 8 3 1 0 1 3 5 6 3 8 1 10 1 3 5 8 7 6 9 5 2 9 split_gain=3.54101e+06 3.77693e+07 1.15911e+08 1.42187e+07 5.59744e+06 3.50141e+06 2.35737e+06 6.06595e+06 4.5249e+06 6.37465e+06 1.29762e+07 2.00493e+07 4.64156e+06 4.16291e+06 4.9464e+06 3.70611e+06 3.13933e+06 2.1532e+06 2.11147e+06 1.49189e+06 1.62663e+06 7.11429e+06 3.3354e+07 3.68e+06 1.56871e+06 2.6747e+06 1.45528e+06 752530 742505 684393 threshold=2692.2960000000003 41.70600000000001 683.01949999999999 2773.7250000000004 1113.0755000000001 959.97700000000009 1114.9175000000002 2690.3565000000003 1329.5732400000002 6.6462500000000011 355.00374000000005 1836.963 1891.4572200000002 407.24088000000006 911.29109000000005 300.14450000000005 1107.1660000000004 2877.4750000000008 17.498700000000003 2855.9890500000006 1461.4925000000003 602.3524450000001 284.82500000000005 418.50114000000002 2690.3565000000003 193.67442750000004 36.912000000000013 2763.7525000000005 53.405000000000008 536.95000000000016 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=6 3 -3 4 5 28 17 8 9 10 26 -12 16 -10 -15 -14 -11 19 -19 20 24 23 -23 -22 27 -26 -8 -1 -2 -21 right_child=1 2 -4 -5 -6 -7 7 -9 13 12 11 -13 15 14 -16 -17 -18 18 -20 29 21 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00072411186727575798 1.2427170372009277 27.450471976280216 -2.2914382941471905 -8.331295098198785 -4.5202679176330562 5.0047779922485356 0.69548520205632458 -3.5652691846575055 -0.48635649307914403 -0.52748137280036667 0.088818066245631169 10.502933807373047 -6.5268034544445221 8.5155710954666137 2.1368433598549137 -0.51193432807922368 1.7211530379403996 -0.45716305160522458 -4.4680734034946985 -0.79322082172740593 -0.49796613684836238 13.791814969236199 -0.6026004306475321 3.3305122336319517 0.021060050419398717 4.6053238906860354 -1.7398629093170166 -1.1398790472951428 -1.4821777763366699 -3.1375504512786865 leaf_weight=361558 20 20 38 27 20 20 269 35 23 290 38 36 21 20 31 20 79 35 21 33 243 22 60 28 35 20 27 58 20 20 leaf_count=361558 20 20 38 27 20 20 269 35 23 290 38 36 21 20 31 20 79 35 21 33 243 22 60 28 35 20 27 58 20 20 internal_value=0 1.466 7.96439 -2.05649 0.0612623 1.58844 0.000725989 0.515043 0.682268 0.458064 1.4097 5.15514 -0.400732 3.0455 4.63831 -3.59272 -0.0460664 -0.000536606 -1.96125 -0.000233356 1.22496e-05 0.678506 3.25932 -0.102404 -0.000649977 1.68807 0.473342 -0.000906822 -0.11973 -1.67787 internal_weight=0 165 58 107 80 60 363022 889 854 780 370 74 410 74 51 41 369 362133 56 362077 362024 353 82 271 361671 55 296 361616 40 53 internal_count=363187 165 58 107 80 60 363022 889 854 780 370 74 410 74 51 41 369 362133 56 362077 362024 353 82 271 361671 55 296 361616 40 53 is_linear=0 shrinkage=0.01 Tree=476 num_leaves=37 num_cat=5 split_feature=25 1 2 3 2 0 2 1 8 1 2 24 26 1 3 3 0 25 24 2 2 24 1 0 26 13 3 1 0 13 8 5 10 0 2 8 split_gain=4.23622e+06 2.13877e+08 3.56284e+07 1.02034e+08 2.86423e+07 5.45844e+06 3.84602e+06 3.63303e+06 3.235e+06 2.90498e+06 2.5615e+06 2.22916e+06 1.95195e+06 1.8506e+06 3.70226e+06 5.86306e+06 2.91787e+06 1.06482e+07 7.35894e+06 7.68127e+06 4.05426e+06 3.28834e+06 1.05136e+07 4.60668e+06 1.52633e+06 1.26526e+06 1.23857e+06 1.17136e+06 3.32743e+06 1.6139e+06 827075 936518 672233 541715 449143 131442 threshold=0 2779.5510000000008 2593.0505000000003 2692.2960000000003 2593.0505000000003 1836.963 308.78840000000008 786.48464000000001 135.58212499999999 733.23400000000015 257.07623000000007 1 2022.5000000000002 2779.5510000000008 1471.8415000000002 507.85850000000005 1266.1895000000002 2 3 22.231000000000005 957.78375000000017 4 355.00374000000005 2773.7250000000004 2022.5000000000002 299.07800000000003 141.98700000000005 1891.4572200000002 688.40820000000008 52.441963000000008 2877.4750000000008 1530.4632000000001 11.937000000000001 299.04000000000008 17.831000000000003 1128.2175000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 13 5 6 8 7 10 12 25 11 -1 26 16 15 24 27 18 19 -18 -20 22 -19 -23 -15 33 -4 30 29 -29 31 -2 -11 -8 -32 -10 right_child=2 -3 3 -5 -6 -7 9 -9 35 32 -12 -13 -14 14 -16 -17 17 21 20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31 34 -33 -34 -35 -36 -37 leaf_value=0.65863718778237013 -0.0011885395716614139 24.946304931095671 0.5361622937520345 -23.73799337387085 12.027394939422607 -5.9024687333540484 -0.55870132991245824 3.4074258076060904 -3.3074963922500609 -4.8388265737620264 3.6388490486145022 -0.070303555470633494 -1.3130032787499604 -3.5999883581090861 -4.2900994254412756 4.1015964673913041 9.9821919181130152 -1.1572011672749238 -0.63842177367210395 3.3101256897449494 3.7828123589924405 -0.3387580729068303 5.303844591617584 -3.8541123310544276 -0.39400822744225011 1.6613730173110963 3.8616219143640427 0.90604301110715479 4.7167197303771973 -2.2955914083719255 -0.37638149408193733 0.59576347227785531 -2.3937582231604533 -1.9705526687985375 -2.2734583902359011 -2.1610156428813934 leaf_weight=491 358527 35 24 24 20 22 77 33 20 22 20 2573 27 27 30 23 22 68 80 80 28 244 40 44 33 20 21 74 20 20 26 263 23 42 24 20 leaf_count=491 358527 35 24 24 20 22 77 33 20 22 20 2573 27 27 30 23 22 68 80 80 28 244 40 44 33 20 21 74 20 20 26 263 23 42 24 20 internal_value=0 0.354488 -0.00192535 -4.74953 0.0963826 -1.34861 0.0240954 0.107028 -0.454102 -1.3808 0.0717121 0.0484279 0.812651 0.000160158 -1.27936 -0.191147 0.000562278 0.693877 2.4512 4.32516 0.464788 -0.292546 1.13105 -0.846436 -1.8367 -0.665869 2.08804 -0.000608203 1.01289 0.224844 -0.000930182 -0.000750962 -3.58912 -1.057 -1.28698 -2.73426 internal_weight=0 3356 359831 158 3321 134 3301 3117 112 184 3084 3064 72 359673 113 83 359560 606 210 102 108 396 108 288 60 139 45 358954 114 94 358840 358790 45 119 50 40 internal_count=363187 3356 359831 158 3321 134 3301 3117 112 184 3084 3064 72 359673 113 83 359560 606 210 102 108 396 108 288 60 139 45 358954 114 94 358840 358790 45 119 50 40 cat_boundaries=0 6 7 11 12 13 cat_threshold=1048576 0 0 0 128 1024 3 33280 0 0 1073741824 2106 1072 is_linear=0 shrinkage=0.01 Tree=477 num_leaves=32 num_cat=4 split_feature=25 1 2 0 2 11 2 1 1 2 24 8 4 8 0 11 8 4 1 7 25 8 0 13 19 7 24 2 4 0 7 split_gain=4.15234e+06 2.09621e+08 3.49194e+07 9.60094e+07 2.80722e+07 6.34848e+06 3.77009e+06 3.55968e+06 2.8577e+06 2.37748e+06 2.2101e+06 1.82026e+06 4.15675e+06 2.58575e+06 4.59558e+06 3.83036e+06 1.53319e+06 1.86305e+06 3.72992e+06 1.34186e+06 6.07468e+06 4.05459e+06 3.38678e+06 1.2368e+06 1.07738e+06 2.29402e+06 683383 561620 505910 438605 57248.3 threshold=0 2779.5510000000008 2593.0505000000003 2773.7250000000004 2593.0505000000003 1022.9471520000001 299.06050000000005 786.48464000000001 733.23400000000015 249.90350000000004 1 2877.4750000000008 1115.3337000000004 1926.0125000000005 69.141350000000017 233.45214000000001 135.58212499999999 784.4625000000002 11.949000000000002 608.55210000000022 2 1329.5732400000002 1266.1895000000002 299.07800000000003 216.76770000000005 322.90600000000012 3 778.91025000000013 480.16275000000002 26.250840000000004 82.877499999999998 decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 left_child=1 4 11 5 6 16 7 9 23 10 -1 13 29 19 30 -16 17 18 -4 24 21 -21 -22 28 26 -26 -2 -10 -8 -13 -15 right_child=2 -3 3 -5 -6 -7 8 -9 27 -11 -12 12 -14 14 15 -17 -18 -19 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 leaf_value=0.6550785868060589 -0.021893173786604311 24.696841603960312 2.2458018730793681 -21.872503242492677 11.907120880126953 -5.8112907306353252 -0.67662987833437716 3.3733517109264031 -2.4606307477536409 3.2066007296244305 -0.071457039276650938 -0.61155329198837283 -4.6916438802083329 -0.59064220823090652 5.6675787329673772 0.97185905381252902 -1.9130160889481054 3.2860981688499455 -3.0141376598064715 0.79887025260187072 -0.16378736620068027 4.1589208904065584 -3.0261469229784876 1.6447592706680296 0.15554650634614861 1.6395961314076963 0.0075031465416461997 -4.6955003105510364 -2.1913633195285143 1.3752643108367921 -1.2860915184020996 leaf_weight=490 118286 35 28 27 20 24 92 33 23 24 2568 25 27 29 32 38 33 20 26 654 683 38 44 20 1105 115 238557 22 29 20 20 leaf_count=490 118286 35 28 27 20 24 92 33 23 24 2568 25 27 29 32 38 33 20 26 654 683 38 44 20 1105 115 238557 22 29 20 20 internal_value=0 0.350961 -0.0019061 -4.70203 0.0954365 -1.16308 0.0238722 0.106453 -1.35914 0.0714735 0.0468682 0.000158556 -1.58969 0.000476879 1.47431 3.11847 -0.120492 0.678876 -0.286762 -1.10058e-05 0.306894 0.969373 -0.332452 -0.658896 -0.00122727 0.295436 -0.00224152 -3.55323 -1.03967 0.271477 -0.874499 internal_weight=0 3356 359831 158 3321 131 3301 3115 186 3082 3058 359673 72 359601 119 70 107 74 54 359482 1419 692 727 141 358063 1220 356843 45 121 45 49 internal_count=363187 3356 359831 158 3321 131 3301 3115 186 3082 3058 359673 72 359601 119 70 107 74 54 359482 1419 692 727 141 358063 1220 356843 45 121 45 49 cat_boundaries=0 6 7 13 14 cat_threshold=1048576 0 0 0 128 1024 3 134267904 134480960 4416 0 0 1 3712 is_linear=0 shrinkage=0.01 Tree=478 num_leaves=37 num_cat=5 split_feature=25 1 2 0 2 11 2 5 1 4 1 0 2 24 1 7 0 25 24 4 2 24 1 0 9 5 7 0 13 6 5 26 1 6 12 4 split_gain=4.07011e+06 2.05449e+08 3.42245e+07 9.40988e+07 2.75135e+07 6.22215e+06 3.69516e+06 3.53369e+06 3.4888e+06 3.32417e+06 2.80084e+06 2.58185e+06 2.33014e+06 2.16693e+06 1.81737e+06 4.87264e+06 2.85723e+06 1.04177e+07 7.192e+06 9.66096e+06 3.98243e+06 3.22032e+06 1.02979e+07 4.51318e+06 1.75807e+06 2.04566e+06 5.31935e+06 1.56344e+06 1.21219e+06 1.18606e+06 1.14668e+06 1.41317e+06 1.12574e+06 988956 649994 495842 threshold=0 2779.5510000000008 2593.0505000000003 2773.7250000000004 2593.0505000000003 1022.9471520000001 299.06050000000005 1287.5327000000002 786.48464000000001 536.17500000000007 733.23400000000015 57.869000000000007 249.90350000000004 1 2779.5510000000008 1888.9124200000003 1266.1895000000002 2 3 398.06500000000005 957.78375000000017 4 355.00374000000005 2773.7250000000004 1889.5600000000002 1530.4632000000001 512.23350000000016 1114.9175000000002 299.07800000000003 1295.575 14.489570000000002 2022.5000000000002 1891.4572200000002 130.82125000000005 729.25800000000015 480.16275000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 14 5 6 7 8 9 12 11 28 -4 13 -1 16 27 24 18 19 -18 -20 22 -19 -23 25 32 -27 30 35 34 31 -16 -2 -12 -26 -8 right_child=2 -3 3 -5 -6 -7 10 -9 -10 -11 33 -13 -14 -15 15 -17 17 21 20 -21 -22 23 -24 -25 29 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=0.64865884355783465 -0.0011284534884298885 24.449873532976422 1.1831415066264925 -21.653778305053713 11.788049377441407 -5.7531777612368264 -0.66986356092535926 -3.6913609435341574 3.3396182279875788 4.3703659338951111 -5.1751390314102172 -2.9849170133341913 3.1745346975326538 -0.070745239883221983 3.3710151672363282 -5.7456749078035356 7.168858146667481 -1.1449287770776189 -0.63254756546020507 0.86531883335113524 3.749345893178667 -0.33468945465615541 5.2495067400932314 -3.8141869248585265 -1.1251608975340681 -0.015694215374608193 3.1541929997624578 -2.2310024971797549 1.6283116235733033 -3.2347802933402683 -1.2815215860713614 -0.29760795922506428 1.0547637850754332 -2.1917511474609377 0.84661107744489406 -2.1694497124902132 leaf_weight=490 358467 35 42 27 20 24 92 22 33 20 20 23 24 2568 21 20 62 68 80 40 28 244 40 44 82 186 74 29 20 23 22 21 101 25 21 29 leaf_count=490 358467 35 42 27 20 24 92 22 33 20 20 23 24 2568 21 20 62 68 80 40 28 244 40 44 82 186 74 29 20 23 22 21 101 25 21 29 internal_value=0 0.347469 -0.00188704 -4.65501 0.0944997 -1.15145 0.0236512 -0.119288 0.105408 0.805249 -1.34555 -0.29171 0.0707778 0.0464186 0.000156967 -1.26783 0.00055546 0.686628 2.42482 4.27752 0.460829 -0.289072 1.1197 -0.83721 -0.000602794 -0.000188087 0.886504 -0.304849 -0.652307 -1.18162 0.567939 1.5367 -0.000831034 -3.5177 -0.723149 -1.02927 internal_weight=0 3356 359831 158 3321 131 3301 107 3115 85 186 65 3082 3058 359673 113 359560 606 210 102 108 396 108 288 358954 358828 260 93 141 126 64 42 358568 45 103 121 internal_count=363187 3356 359831 158 3321 131 3301 107 3115 85 186 65 3082 3058 359673 113 359560 606 210 102 108 396 108 288 358954 358828 260 93 141 126 64 42 358568 45 103 121 cat_boundaries=0 6 7 11 12 13 cat_threshold=1048576 0 0 0 128 1024 3 33280 0 0 1073741824 2106 1072 is_linear=0 shrinkage=0.01 Tree=479 num_leaves=34 num_cat=2 split_feature=4 17 3 10 0 24 26 1 3 20 0 17 5 4 18 0 1 1 8 8 3 0 12 3 10 24 12 11 26 3 3 12 5 split_gain=4.01987e+06 2.84025e+07 6.05058e+07 3.77964e+06 3.45769e+06 7.71805e+06 1.99826e+07 1.65485e+07 1.46997e+07 4.56088e+06 7.14446e+06 6.66226e+06 4.61631e+06 3.11992e+06 2.92341e+06 2.65522e+06 5.19464e+06 2.36428e+06 2.34788e+06 1.57945e+06 1.14977e+06 1.01705e+06 2.13815e+06 1.1038e+06 797473 2.67526e+06 6.79738e+06 1.15068e+06 649213 2.87433e+06 2.061e+06 475368 165758 threshold=2632.2792750000003 259.93750000000006 2692.2960000000003 2855.9890500000006 885.78750000000014 0 2022.5000000000002 355.00374000000005 54.436500000000009 1.0000000180025095e-35 2773.7250000000004 147.285 299.80000000000007 784.4625000000002 692.93500000000006 1114.9175000000002 522.78869700000007 13.612000000000002 998.8850000000001 2877.4750000000008 248.70244000000002 1501.0951200000002 2.3494180000000005 642.60925000000009 130.17000000000002 1 164.94000000000003 1962.6297000000002 2022.5000000000002 602.3524450000001 1471.8415000000002 7.2255000000000011 127.18391600000002 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 1 2 2 2 2 2 2 2 left_child=3 2 15 4 19 6 7 17 -9 10 13 -11 -12 -7 -13 16 32 -6 31 24 -21 23 -23 -8 28 26 -26 -27 29 -1 -30 -5 -2 right_child=1 -3 -4 18 5 9 21 8 -10 11 12 14 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 25 27 -28 -29 30 -31 -32 -33 -34 leaf_value=0.0085253873418212143 -1.1825648455366944 -7.1564917670526818 15.2780421667388 -1.6614696418762207 2.9721031759161698 -0.21854883667622876 -2.236535037577152 13.976950831943089 3.3354042800903319 5.2800442705398956 -4.8561937830494903 -1.7619656944274902 -0.056151712879990087 1.4110867040660104 2.2146886025534736 -2.4350605844770157 5.1208129328773131 -0.13485624082160719 -4.2854299673438074 -0.48765360461341012 -3.6510765285491944 2.4852079416357955 -1.7004787518427924 0.10960030785922346 0.1106553445065367 0.058206529262147769 2.5832735221950633 -1.5473502448929681 -0.015298163352925562 0.69113082435096407 -1.3783597394582388 0.4069378299713135 -0.046070279620942615 leaf_weight=179658 33 31 33 25 95 585 65 27 25 39 51 38 33 147 36 35 21 33 32 27 20 23 26 29 414 5547 152 45 175091 619 111 20 21 leaf_count=179658 33 31 33 25 95 585 65 27 25 39 51 38 33 147 36 35 21 33 32 27 20 23 26 29 414 5547 152 45 175091 619 111 20 21 internal_value=0 1.52093 3.40205 0.000608943 0.00107894 0.525694 1.83007 4.10368 8.86082 0.0519229 -0.20826 1.93536 -2.97046 0.108714 0.172623 -0.160747 0.900599 2.17109 -2.2147 -0.000737061 -1.83379 -0.903839 0.264231 -1.51273 -0.000498829 0.112327 0.761231 0.0452054 -0.00245332 0.0108692 -0.0161617 -0.742177 -0.740595 internal_weight=0 174 143 363013 362936 1252 323 180 52 929 816 113 84 732 74 110 75 128 77 361684 47 143 49 94 361637 6158 566 5592 355479 180277 175202 45 54 internal_count=363187 174 143 363013 362936 1252 323 180 52 929 816 113 84 732 74 110 75 128 77 361684 47 143 49 94 361637 6158 566 5592 355479 180277 175202 45 54 cat_boundaries=0 1 2 cat_threshold=22 16 is_linear=0 shrinkage=0.01 Tree=480 num_leaves=22 num_cat=1 split_feature=17 4 15 14 6 12 4 5 4 1 4 2 26 13 4 2 8 10 25 7 8 split_gain=3.39196e+06 1.5762e+07 3.21153e+06 9.36372e+06 2.58837e+06 1.19143e+07 2.83191e+07 3.40508e+06 4.06259e+06 2.19966e+06 3.35635e+07 7.56464e+06 3.58944e+06 1.91989e+06 1.38594e+06 2.54523e+06 3.54853e+06 929436 1.93212e+06 755932 486792 threshold=2732.1750000000006 1291.5535000000002 2640.1488000000004 709.17750000000012 2871.8940000000007 1280.6000000000004 2632.2792750000003 710.99890000000016 6.3755000000000015 2779.5510000000008 1876.5445000000002 1800.6974500000001 2022.5000000000002 250.65000000000003 2632.2792750000003 215.24100000000001 998.8850000000001 893.42000000000007 0 1113.0755000000001 42.484360000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=2 13 4 -4 9 6 7 8 -6 14 11 12 -11 -2 17 20 -17 19 -19 -1 -16 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22 leaf_value=0.00029115609247352796 -0.84194782870156437 -9.3838562883649566 -1.3692707477675543 6.0053624008641098 -0.96692013888523498 5.5774797115325931 -13.520597099304201 -2.810468551881852 4.8915649113655091 2.4793387413024903 12.894243985130675 -6.2841386885870065 -1.4610169884443283 3.4872301173508169 -0.41518873614649621 -5.0477901254851245 0.093260120391845711 1.2551641683156978 0.045468277820469347 -0.40534658081675679 1.5049111540421196 leaf_weight=361611 21 21 36 33 29 20 20 31 20 43 21 21 50 20 31 29 25 171 504 460 23 leaf_count=361611 21 21 36 33 29 20 20 31 20 43 21 21 50 20 31 29 25 171 504 460 23 internal_value=0 -2.33867 0.000529021 2.15773 0.000119098 -1.4683 -2.87746 -0.216674 1.4243 0.000604541 1.27684 -0.863212 0.360868 1.26985 0.000129719 -1.13252 -2.66767 0.000466942 0.371193 -0.000224194 0.402632 internal_weight=0 62 363178 69 363109 120 100 80 49 362989 135 114 93 41 362854 108 54 362746 675 362071 54 internal_count=363240 62 363178 69 363109 120 100 80 49 362989 135 114 93 41 362854 108 54 362746 675 362071 54 cat_boundaries=0 2 cat_threshold=32768 262144 is_linear=0 shrinkage=0.01 Tree=481 num_leaves=27 num_cat=1 split_feature=3 5 2 12 2 2 2 4 1 3 0 3 1 1 8 5 11 5 8 1 4 5 1 2 24 2 split_gain=1.65139e+06 1.71013e+07 1.5216e+07 1.50706e+07 3.71578e+07 7.8777e+06 5.53371e+06 1.61253e+06 4.17879e+06 3.79502e+06 3.27455e+06 1.27972e+07 3.22358e+07 3.50036e+06 2.3653e+06 2.2092e+06 2.04835e+06 1.16527e+07 1.09418e+06 2.56548e+06 3.14945e+06 2.78949e+06 1.63223e+06 1.44594e+06 717779 497686 threshold=2692.2960000000003 11.870000000000003 266.08684 1521.0400000000002 2593.0505000000003 1254.2925000000002 228.94595500000003 2632.2792750000003 1097.7209 745.12500000000011 2773.7250000000004 6.8730000000000002 48.966000000000001 315.10000000000008 998.8850000000001 611.84520000000009 2995.7383125000001 911.29109000000005 998.8850000000001 1461.4925000000003 726.06900000000007 1530.4632000000001 2779.5510000000008 1092.7150000000004 0 41.413000000000011 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 -2 4 5 6 -3 10 9 25 16 12 -12 -13 -10 -15 18 -18 22 21 -21 -20 24 -24 -1 -9 right_child=1 3 -4 -5 -6 -7 -8 8 14 -11 11 13 -14 15 -16 -17 17 -19 19 20 -22 -23 23 -25 -26 -27 leaf_value=-0.046915814895032881 -0.5889833545684815 0.2954537816481157 10.831312042206525 2.4472963137504382 -14.609890211650304 4.0115413145585492 -6.7197293642292859 -0.31815501328877044 -6.0570751898629327 3.9824819240570073 0.092405190569289197 1.7161665029525757 15.250434364318849 -5.7652904109954832 -1.3650949582186613 -1.1213750008174352 -1.6266150426502162 7.4374721369536028 0.41878664390607312 5.4098175464976919 0.49476417183876037 -2.1446678758704145 -2.1759537601470949 0.8081078772111373 0.0039611294047990978 -2.2117783662547237 leaf_weight=30249 28 22 20 39 28 22 23 35 21 20 47 20 20 20 22 21 37 23 550 22 32 46 62 22 331766 23 leaf_count=30249 28 22 20 39 28 22 23 35 21 20 47 20 20 20 22 21 37 23 550 22 32 46 62 22 331766 23 internal_value=0 -0.952184 4.16947 -2.78681 -4.93555 -0.892536 -3.29008 0.000606206 -1.15361 0.226196 0.000991013 1.60016 4.61719 -1.71363 -3.65653 -3.3867 0.000426822 1.84795 0.000121234 0.410041 2.49719 0.220936 -0.000614607 -1.39441 -0.000291198 -1.06907 internal_weight=0 182 48 134 95 67 45 363058 121 78 362937 128 67 61 43 41 362809 60 362749 650 54 596 362099 84 362015 58 internal_count=363240 182 48 134 95 67 45 363058 121 78 362937 128 67 61 43 41 362809 60 362749 650 54 596 362099 84 362015 58 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.01 Tree=482 num_leaves=22 num_cat=1 split_feature=17 4 10 4 8 4 6 4 1 4 2 0 7 5 13 4 1 1 0 24 5 split_gain=3.34581e+06 1.54669e+07 1.88644e+06 7.63994e+06 7.14567e+06 1.20837e+07 3.85216e+06 1.49151e+07 3.09665e+06 3.9133e+07 7.49085e+06 8.99654e+06 1.96325e+06 2.19854e+06 1.86921e+06 1.43749e+06 3.93872e+06 2.20817e+06 1.09471e+06 5.28979e+06 911856 threshold=2732.1750000000006 1291.5535000000002 2855.9890500000006 2632.2792750000003 1329.5732400000002 53.21200000000001 2871.8940000000007 1876.5445000000002 2779.5510000000008 1876.5445000000002 1800.6974500000001 803.13700000000006 284.06400000000002 139.80500000000004 250.65000000000003 2632.2792750000003 1461.4925000000003 71.28400000000002 227.58775000000003 0 2763.7525000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=2 14 6 4 5 -4 8 12 15 10 11 -10 13 -8 -2 18 17 -17 20 -20 -1 right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 leaf_value=-0.0020887319802698322 -0.83187827235176459 -9.3016123635428283 -2.0908891920609909 6.5766643688895492 -5.2437646694183355 7.4769322403994476 -0.56120286628603933 -9.2349268414757475 -1.8598187520074063 13.716999780481514 -6.2496975490025113 4.7560341888858426 -1.6695126639472113 3.9280421686172486 3.4397832697629931 -1.612237490090457 -4.7284092275301619 1.7272769578297935 0.51211859432052298 -0.078090514710217718 1.4214994600084094 leaf_weight=356012 21 21 33 22 20 22 24 22 61 22 21 31 36 20 20 44 24 36 2318 4365 45 leaf_count=356012 21 21 33 22 20 22 24 22 61 22 21 31 36 20 20 44 24 36 2318 4365 45 internal_value=0 -2.3227 0.000524056 1.39489 -0.125095 1.73624 0.00015154 -1.94293 0.000697561 1.51495 -0.860668 0.369436 0.062369 1.47936 1.25186 0.000134167 -1.17537 -0.109456 0.000471191 0.127273 -0.00190881 internal_weight=0 62 363178 97 75 55 363081 102 362979 135 113 92 80 44 41 362844 104 80 362740 6683 356057 internal_count=363240 62 363178 97 75 55 363081 102 362979 135 113 92 80 44 41 362844 104 80 362740 6683 356057 cat_boundaries=0 1 cat_threshold=54 is_linear=0 shrinkage=0.01 Tree=483 num_leaves=20 num_cat=0 split_feature=17 21 10 15 14 6 1 1 1 0 5 1 1 16 1 6 13 6 26 split_gain=3.27923e+06 1.37848e+07 1.85037e+07 3.09322e+06 9.07731e+06 2.42347e+06 8.11107e+06 3.11787e+06 3.39868e+06 2.14054e+06 2.06588e+07 3.79975e+07 5.11146e+06 1.36542e+06 1.16576e+06 5.34346e+06 979140 735737 119217 threshold=2732.1750000000006 26.211590000000005 543.30775000000006 2640.1488000000004 709.17750000000012 2871.8940000000007 1461.4925000000003 112.91100000000002 629.11000000000013 2773.7250000000004 45.455100000000009 355.00374000000005 1891.4572200000002 2836.7725000000005 2779.5510000000008 797.20500000000004 1950.3035000000002 603.25250000000017 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=3 2 -2 5 -5 9 7 -7 -9 13 11 18 17 14 16 -16 -1 -12 -11 right_child=1 -3 -4 4 -6 6 -8 8 -10 10 12 -13 -14 -15 15 -17 -18 -19 -20 leaf_value=0.00049405030525077128 0.88198921737216762 4.2890183103652229 -12.557935583353043 -1.3550294852256775 5.9059448797052561 -1.6901146524590116 -5.5555949693567621 4.7396335730345349 -0.89687951278686529 -0.85395455678304033 -2.4373082243877908 13.477962933858237 -7.2987673377990721 2.0341160149285287 -2.1771244238916485 3.1526354018847149 -0.98915735260248183 0.15158446539015999 0.083915136586064878 leaf_weight=362595 21 21 20 36 33 43 34 23 20 33 23 30 20 33 87 24 100 21 23 leaf_count=362595 21 21 20 36 33 43 34 23 20 33 23 30 20 33 87 24 100 21 23 internal_value=0 -2.29948 -5.67407 0.000518935 2.11761 0.000116634 -1.42076 0.213942 2.118 0.000586359 1.19492 4.39638 -3.10703 9.26132e-05 -9.23969e-05 -1.02474 0.00022119 -1.2017 -0.468758 internal_weight=0 62 41 363178 69 363109 120 86 43 362989 150 86 64 362839 362806 111 362695 44 56 internal_count=363240 62 41 363178 69 363109 120 86 43 362989 150 86 64 362839 362806 111 362695 44 56 is_linear=0 shrinkage=0.01 Tree=484 num_leaves=21 num_cat=0 split_feature=17 4 15 14 6 12 4 5 4 0 5 4 26 5 26 11 16 8 4 8 split_gain=3.21397e+06 1.50469e+07 3.03167e+06 8.89667e+06 2.37524e+06 1.16281e+07 2.70975e+07 3.2649e+06 3.93384e+06 2.09794e+06 2.02548e+07 7.05247e+06 4.35461e+06 3.75926e+06 2.76972e+06 1.86821e+06 1.33825e+06 1.04534e+06 2.73131e+06 2.15241e+06 threshold=2732.1750000000006 1291.5535000000002 2640.1488000000004 709.17750000000012 2871.8940000000007 1280.6000000000004 2632.2792750000003 710.99890000000016 6.3755000000000015 2773.7250000000004 91.477850000000018 14.450258500000002 2022.5000000000002 763.31500000000017 2022.5000000000002 55.082560000000008 2836.7725000000005 2877.4750000000008 970.01225000000011 1926.0125000000005 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 15 4 -4 9 6 7 8 -6 16 11 12 -11 -12 -15 -2 17 19 -19 -1 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 13 -13 -14 14 -16 -17 -18 18 -20 -21 leaf_value=-0.00029833516194529121 -0.83395656086149672 -9.159995745704288 -1.3414791762166554 5.8468856904000948 -0.94209886917097752 5.5540728206634524 -13.209721374511719 -2.7357609896506037 4.8228078956604001 4.3755996958414718 -6.8574578294754032 9.420338697433472 -0.99708861871199173 -4.1790214920043942 1.0837936918735505 3.4365554378628729 2.0137748086813723 0.06802540068930768 -4.3442133076190945 1.3562651097570728 leaf_weight=362622 21 21 36 33 29 20 20 31 20 48 20 20 22 20 20 20 33 47 20 117 leaf_count=362622 21 21 36 33 29 20 20 31 20 48 20 20 22 20 20 20 33 47 20 117 internal_value=0 -2.27648 0.000513746 2.09643 0.000115467 -1.40655 -2.79868 -0.195916 1.41092 0.000580496 1.18297 4.18333 2.68704 -3.31756 -1.54761 1.24922 9.1687e-05 -9.1473e-05 -1.24906 0.000139219 internal_weight=0 62 363178 69 363109 120 100 80 49 362989 150 90 70 60 40 41 362839 362806 67 362739 internal_count=363240 62 363178 69 363109 120 100 80 49 362989 150 90 70 60 40 41 362839 362806 67 362739 is_linear=0 shrinkage=0.01 Tree=485 num_leaves=29 num_cat=1 split_feature=5 4 12 4 0 12 1 1 2 7 3 5 0 6 2 0 1 2 1 2 0 1 2 1 25 12 4 26 split_gain=1.14594e+07 3.29608e+07 7.39119e+07 6.45276e+06 4.62875e+06 1.71611e+07 4.80418e+07 4.45265e+06 1.01867e+07 4.42781e+06 2.17659e+06 4.05673e+06 1.77616e+06 1.25103e+06 4.57063e+06 3.85457e+06 836716 799312 2.28379e+06 767912 745742 2.36633e+06 2.51571e+06 1.9215e+06 1.76432e+06 774278 299980 6.45383 threshold=2763.7525000000005 1876.5445000000002 152.11795000000004 1115.3337000000004 2773.7250000000004 235.67175000000006 2779.5510000000008 584.17800000000011 26.254000000000001 759.38475000000005 2692.2960000000003 102.38725000000001 531.67662500000017 1913.0125000000005 621.21800000000007 635.67100000000016 233.38914000000003 77.094000000000008 135.63000000000002 145.14425000000003 3.3935000000000004 1891.4572200000002 249.90350000000004 2779.5510000000008 0 2813.3566500000006 430.77850000000007 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=4 3 -3 9 10 6 7 8 27 16 13 19 -13 20 17 -16 -2 18 -15 -12 23 24 -23 25 -22 -1 -19 -6 right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 11 12 -14 14 15 -17 -18 26 -20 -21 21 22 -24 -25 -26 -27 -28 -29 leaf_value=-0.0055586188088144377 -0.16936355898457189 -1.6668037119219381 21.195876373877891 -5.892141473770141 -0.64329371643066413 -4.6845635592236237 16.424252372409988 -2.4693093703774842 7.1213418884277351 3.9392526550292968 -0.44734849472045901 -4.5762037487591014 -1.3194737500855416 -0.51177118902901808 5.9166423417903768 0.7484407504912346 -2.7928474678993225 -2.2400942192077635 3.2192095647539412 2.0312190357208251 0.43295725577353872 -2.9778892495081979 -0.32370866972658979 2.4840721181515724 0.031497526554040055 -1.6990582471865197 -0.52884318306332545 -0.65042452118613503 leaf_weight=313954 31 31 26 20 30 34 23 34 25 25 25 34 33 75 27 31 20 20 21 25 1111 52 114 31 47020 27 21 22 leaf_count=313954 31 31 26 20 30 34 23 34 25 25 25 34 33 75 27 31 20 20 21 25 1111 52 114 31 47020 27 21 22 internal_value=0 2.73826 8.76179 -0.838216 0.000927758 1.66043 3.27035 0.544765 1.87565 0.491764 0.000158923 -1.36356 -2.97214 0.000599071 0.801354 3.15433 -1.19818 -0.194796 0.304381 0.791935 0.000168093 0.0367501 -1.15514 -0.00545845 0.0408609 -0.00570425 -1.3636 -0.646311 internal_weight=0 153 57 96 362789 168 134 111 77 76 362621 117 67 362504 195 58 51 137 96 50 362309 48297 166 314012 48131 313981 41 52 internal_count=362942 153 57 96 362789 168 134 111 77 76 362621 117 67 362504 195 58 51 137 96 50 362309 48297 166 314012 48131 313981 41 52 cat_boundaries=0 6 cat_threshold=8404992 0 64 4259840 4194432 32 is_linear=0 shrinkage=0.01 Tree=486 num_leaves=23 num_cat=0 split_feature=5 7 10 12 13 9 2 1 5 2 26 2 10 15 11 19 1 19 1 8 2 10 split_gain=1.12314e+07 2.71024e+07 4.36596e+07 2.87523e+07 3.72768e+06 6.1106e+06 3.2561e+06 2.77917e+06 2.53918e+07 2.29938e+07 4.40214e+06 3.00853e+06 1.84414e+06 7.92952e+06 1.40689e+06 1.05705e+06 2.31546e+06 1.29525e+06 6.75956e+06 941910 673989 186936 threshold=2763.7525000000005 572.8955000000002 152.20455000000001 1922.9850000000004 2899.2375000000006 1532.4010000000001 403.46250000000003 2779.5510000000008 14.489570000000002 1092.7150000000004 2022.5000000000002 1444.3300000000002 2855.9890500000006 307.61318750000004 30.615500000000004 1711.5412500000002 315.10000000000008 762.32868000000008 860.12500000000011 1926.0125000000005 9.5875000000000004 73.254000000000019 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 6 -3 -4 7 21 -2 12 9 10 -9 -10 15 14 -14 17 20 19 -19 -1 -17 -6 right_child=1 2 3 -5 5 -7 -8 8 11 -11 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 leaf_value=-7.2730676194163627e-05 -0.2437409476346748 16.721082366534642 -5.0071595961047759 9.4066780456542975 -0.84667324185371395 -6.6785530142350629 -4.7265709128746618 4.8015615532316005 -1.5744842080812198 14.430649105072021 -0.66228026225169501 -6.0650612854003905 -1.8460536339879037 6.6155518739873713 1.4850086757114955 0.63185240814852162 -3.670376623535156 0.11661278212942727 5.3548023125103548 0.76497451901806079 -1.5901650483608245 0.45829357692173556 leaf_weight=362025 43 28 31 25 23 22 26 29 37 20 30 25 32 22 21 43 25 205 28 161 20 21 leaf_count=362025 43 28 31 25 23 22 26 29 37 20 30 25 32 22 21 43 25 205 28 161 20 21 internal_value=0 2.71087 6.52542 1.42759 0.000918609 -2.37542 -1.93292 0.001351 1.40502 5.16443 2.02334 -3.3852 0.000805145 1.56871 -0.526199 0.000480757 -1.09538 0.000746845 0.746095 0.00026735 -0.07355 -0.223848 internal_weight=0 153 84 56 362789 66 69 362723 141 79 59 62 362582 75 53 362507 88 362419 233 362186 63 44 internal_count=362942 153 84 56 362789 66 69 362723 141 79 59 62 362582 75 53 362507 88 362419 233 362186 63 44 is_linear=0 shrinkage=0.01 Tree=487 num_leaves=28 num_cat=2 split_feature=5 4 7 9 0 11 1 1 1 1 3 5 0 3 6 2 8 2 1 2 0 1 2 1 25 25 9 split_gain=1.10079e+07 3.20964e+07 4.27918e+07 7.70663e+06 4.47838e+06 1.57544e+07 4.98394e+07 1.13595e+07 4.12281e+06 3.33654e+06 2.12719e+06 3.95628e+06 1.73781e+06 1.55259e+06 1.22448e+06 4.48645e+06 5.46216e+06 785251 2.24437e+06 748172 729771 2.3334e+06 2.47858e+06 1.87989e+06 1.73427e+06 548321 295254 threshold=2763.7525000000005 1876.5445000000002 1888.9124200000003 536.95000000000016 2773.7250000000004 31.914600000000004 2779.5510000000008 1461.4925000000003 584.17800000000011 860.12500000000011 2692.2960000000003 102.38725000000001 531.67662500000017 109.37530000000002 1913.0125000000005 621.21800000000007 274.88700000000011 77.094000000000008 135.63000000000002 145.14425000000003 3.3935000000000004 1891.4572200000002 249.90350000000004 2779.5510000000008 0 1 191.88525000000004 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 9 2 left_child=4 3 -3 13 10 6 8 -7 -6 -5 14 19 -13 -2 20 17 -17 18 -16 -12 23 24 -23 25 -22 -1 -19 right_child=1 2 -4 9 5 7 -8 -9 -10 -11 11 12 -14 -15 15 16 -18 26 -20 -21 21 22 -24 -25 -26 -27 -28 leaf_value=0.036664085857422729 0.30060992038611212 -0.83320483867938711 16.562818740106398 -1.2396531277611142 2.0343902716040612 0.72651484915704445 17.640235879080635 -8.8244197235107418 -2.4583365745544432 -6.87672857375372 -0.44260944824218745 -4.5231936135011566 -1.3018131296562427 3.7788469673338394 -0.50844422469536465 7.3540506610870366 0.89766517808562829 -0.52445580800374347 3.1901975170771282 2.0038932590484619 0.12623852611543304 -2.956463649502167 -0.32194629095364036 2.4570250386143888 -0.0015593381671829484 -0.0097740171109530639 -2.2221728801727294 leaf_weight=27897 33 26 31 21 64 33 21 20 30 21 25 34 33 21 75 20 38 21 21 25 15805 52 114 31 32326 286084 20 leaf_count=27897 33 26 31 21 64 33 21 20 30 21 25 34 33 21 75 20 38 21 21 25 15805 52 114 31 32326 286084 20 internal_value=0 2.68376 8.62779 -0.845501 0.000909423 1.63323 3.71214 -2.87761 0.600541 -4.05819 0.000153179 -1.348 -2.93654 1.65326 0.000588304 0.7928 3.124 -0.194133 0.300634 0.780642 0.000161923 0.0363501 -1.14722 -0.00540405 0.0404321 -0.00564717 -1.35261 internal_weight=0 153 57 96 362789 168 115 53 94 42 362621 117 67 54 362504 195 58 137 96 50 362309 48297 166 314012 48131 313981 41 internal_count=362942 153 57 96 362789 168 115 53 94 42 362621 117 67 54 362504 195 58 137 96 50 362309 48297 166 314012 48131 313981 41 cat_boundaries=0 6 12 cat_threshold=145867264 544 1048912 1111588864 4200064 104 2684354688 1074888708 2155879936 2221170961 4466704 269488128 is_linear=0 shrinkage=0.01 Tree=488 num_leaves=26 num_cat=0 split_feature=5 4 7 4 0 11 6 4 2 7 16 4 0 26 5 10 4 19 0 15 5 11 4 15 7 split_gain=1.07888e+07 3.14577e+07 4.19402e+07 6.37964e+06 4.38926e+06 1.54409e+07 2.74442e+07 9.17838e+06 9.74394e+06 4.28317e+06 3.2708e+06 1.75624e+06 8.56826e+06 2.39957e+06 3.95772e+06 1.95423e+06 7.3775e+06 1.0405e+06 962006 1.91169e+06 857568 770794 763065 708761 54543.5 threshold=2763.7525000000005 1876.5445000000002 1888.9124200000003 1115.3337000000004 2773.7250000000004 31.914600000000004 275.94813500000004 26.188250000000007 26.254000000000001 759.38475000000005 257.71475000000004 2632.2792750000003 1266.1895000000002 2022.5000000000002 312.83200000000005 2855.9890500000006 53.21200000000001 1711.5412500000002 1836.963 166.66250000000002 274.07025000000004 233.45214000000001 165.87000000000003 18.647850000000002 7.7340000000000009 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 11 6 7 8 -6 22 -7 15 13 14 -13 17 -17 18 21 -20 24 -1 -2 -15 -19 right_child=1 2 -4 -5 5 10 -8 -9 -10 -11 -12 12 -14 23 -16 16 -18 20 19 -21 -22 -23 -24 -25 -26 leaf_value=-0.0012947406867579989 -0.19424222300129554 -0.82487238957331732 16.397190983679987 -5.8622571506500245 0.85475073754787445 -4.9415966710736674 14.010501022338868 -3.687413215637207 9.1625539398193361 3.8760907165527345 0.10005562684752725 -1.1015861057099843 -6.6951598159126613 -0.38186852818354966 5.1141094379425054 -1.502691034589495 5.0878025690714521 -0.18320654436161643 0.3552901975222324 3.5741407943907242 -2.5297480501447405 0.1488080338337181 -2.6996018104553223 -2.7815945253372196 -0.80020007361536449 leaf_weight=358721 31 26 31 20 48 31 21 26 20 25 22 21 23 32 20 35 33 38 152 21 28 3454 20 20 23 leaf_count=358721 31 26 31 20 48 31 21 26 20 25 22 21 23 32 20 35 33 38 152 21 28 3454 20 20 23 internal_value=0 2.65693 8.54151 -0.837046 0.00090037 1.6169 3.67502 1.36603 3.29822 0.485378 -2.84884 0.000151689 -1.2301 0.121475 1.93046 0.000545364 1.69564 0.000227333 0.000492878 0.746018 -1.08089 0.000136763 -1.17674 -1.30484 -0.415843 internal_weight=0 153 57 96 362789 168 115 94 68 76 53 362621 116 93 41 362505 68 362437 362348 173 89 362175 51 52 61 internal_count=362942 153 57 96 362789 168 115 94 68 76 53 362621 116 93 41 362505 68 362437 362348 173 89 362175 51 52 61 is_linear=0 shrinkage=0.01 Tree=489 num_leaves=29 num_cat=1 split_feature=5 4 12 9 0 12 1 1 2 1 3 9 4 0 3 14 6 2 0 2 1 0 1 2 1 25 12 4 split_gain=1.05741e+07 3.08317e+07 7.20114e+07 7.58448e+06 4.30191e+06 1.63053e+07 4.5531e+07 4.30745e+06 9.97372e+06 3.25247e+06 2.07784e+06 3.88989e+06 2.33969e+06 1.84278e+06 1.53712e+06 1.49174e+06 1.19521e+06 4.38156e+06 3.76033e+06 772208 2.19692e+06 713147 2.28846e+06 2.43088e+06 1.84238e+06 1.723e+06 753566 293993 threshold=2763.7525000000005 1876.5445000000002 152.11795000000004 536.95000000000016 2773.7250000000004 235.67175000000006 2779.5510000000008 584.17800000000011 26.254000000000001 860.12500000000011 2692.2960000000003 479.07240500000006 970.01225000000011 5.882454000000001 109.37530000000002 220.00804550000001 1913.0125000000005 621.21800000000007 635.67100000000016 77.094000000000008 135.63000000000002 3.3935000000000004 1891.4572200000002 249.90350000000004 2779.5510000000008 0 2813.3566500000006 430.77850000000007 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=4 3 -3 14 10 6 7 8 -6 -5 16 12 13 -12 -2 -13 21 19 -19 20 -18 24 25 -24 26 -23 -1 -21 right_child=1 2 -4 9 5 -7 -8 -9 -10 -11 11 15 -14 -15 -16 -17 17 18 -20 27 -22 22 23 -25 -26 -27 -28 -29 leaf_value=-0.0054402580488398375 0.30431054317589962 -1.8375416392664756 20.729282698998087 -1.233004884265718 -0.66986732446230379 -4.5840308066676645 15.97555949335513 -2.4479309082031251 7.0161667953491218 -6.7986046200706847 0.58744838960709111 -5.7693426923751829 2.9429393463134765 -3.0615984409332277 3.7651758811587377 -1.9532985614594958 -0.50190057182312009 5.8153974625633831 0.71076736819359565 -2.208580991744995 3.1574340761275517 0.59346650156936198 -2.9279358572226308 -0.31889052077343588 2.4323966752329182 0.033492509491128447 -1.6761362965791315 -0.51449271519978845 leaf_weight=313954 33 31 26 21 52 34 23 34 25 21 31 20 20 25 21 21 75 27 31 20 21 546 52 114 31 47585 27 21 leaf_count=313954 33 31 26 21 52 34 23 34 25 21 31 20 20 25 21 21 75 27 31 20 21 546 52 114 31 47585 27 21 internal_value=0 2.63036 8.4561 -0.828676 0.000891367 1.60073 3.16999 0.516589 1.8256 -4.0158 0.000150173 -1.33228 0.00697008 -1.04159 1.6502 -3.81478 0.00058022 0.783267 3.08706 -0.192061 0.298579 0.000158967 0.0359326 -1.13618 -0.00534324 0.0399751 -0.00558393 -1.34088 internal_weight=0 153 57 96 362789 168 134 111 77 42 362621 117 76 56 54 41 362504 195 58 137 96 362309 48297 166 314012 48131 313981 41 internal_count=362942 153 57 96 362789 168 134 111 77 42 362621 117 76 56 54 41 362504 195 58 137 96 362309 48297 166 314012 48131 313981 41 cat_boundaries=0 5 cat_threshold=8388608 0 0 4259840 128 is_linear=0 shrinkage=0.01 Tree=490 num_leaves=26 num_cat=0 split_feature=2 4 10 8 10 7 1 9 7 4 10 15 1 11 3 1 12 3 1 5 4 16 14 3 9 split_gain=9.35529e+06 3.68777e+07 8.62596e+07 9.42219e+06 3.4409e+06 2.48897e+06 4.41285e+06 1.79833e+06 1.70473e+06 6.36656e+06 1.59636e+06 9.45574e+06 1.33978e+06 3.72997e+06 4.60567e+06 1.78654e+06 1.68889e+06 1.95854e+06 1.30622e+06 1.02588e+06 1.08587e+06 1.00954e+06 490214 437109 177712 threshold=2593.0505000000003 2632.2792750000003 152.20455000000001 1926.0125000000005 484.50915000000003 2690.3565000000003 1461.4925000000003 92.591000000000022 46.839000000000006 11.902000000000003 2855.9890500000006 307.61318750000004 2779.5510000000008 67.329000000000022 642.60925000000009 1891.4572200000002 1092.2600000000002 689.90820000000008 194.40750000000003 2763.7525000000005 2632.2792750000003 30.313650000000003 220.00804550000001 9.6251120000000014 54.963750000000005 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 8 10 7 23 9 18 12 24 15 14 -14 19 17 -17 -2 20 -1 -21 -9 -7 -12 right_child=1 2 -4 -5 -6 6 -8 22 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 -26 leaf_value=9.3069643167711675e-05 1.6690192934672039 23.241321097215017 -3.3002184753417971 -6.6873093919754023 -2.7267554920911787 0.17378541426225141 -4.8444836511283089 -2.8510664812723796 3.9450841990384191 -2.6822587919235228 -0.50732178279331752 6.739736453346584 0.54450259915104615 -1.8018770325183868 5.6028680193865741 -0.67419903634329492 1.581854660780657 -3.2632784507388157 4.9208112444196432 -0.43703394973487186 1.180110121648281 -2.958924313458529 -0.73784263444983444 2.2164311790466309 -1.7796866126682449 leaf_weight=362478 30 24 25 20 24 22 29 21 22 32 21 23 54 32 27 96 21 42 21 57 78 22 23 20 23 leaf_count=362478 30 24 25 20 24 22 29 21 22 32 21 23 54 32 27 96 21 42 21 57 78 22 23 20 23 internal_value=0 2.17407 9.69972 -0.300813 0.689342 -0.000207987 -1.47114 -0.333615 1.47016 0.814161 0.000258043 1.54369 -2.69059e-05 1.08868 2.23062 -0.000366006 -1.06014 -1.46218 3.00799 9.86585e-05 0.000346938 -1.13933 -1.74643 1.14647 -1.17242 internal_weight=0 198 49 149 129 363089 115 86 105 83 362974 67 362907 113 81 362794 159 138 51 362635 362556 79 44 42 44 internal_count=363287 198 49 149 129 363089 115 86 105 83 362974 67 362907 113 81 362794 159 138 51 362635 362556 79 44 42 44 is_linear=0 shrinkage=0.01 Tree=491 num_leaves=26 num_cat=0 split_feature=0 1 9 1 1 12 12 9 18 7 3 3 0 5 20 9 19 5 3 6 8 9 19 0 26 split_gain=1.24876e+07 2.69048e+07 6.76374e+07 6.63319e+06 7.70842e+06 3.70302e+06 2.38574e+06 4.0811e+06 1.98386e+07 3.92235e+06 6.59796e+06 2.7111e+06 2.15882e+06 1.47441e+06 1.41806e+06 6.4872e+06 1.61837e+06 1.89784e+06 1.16441e+06 1.0095e+06 961065 866372 350718 323573 66514.1 threshold=2773.7250000000004 2779.5510000000008 277.38965000000007 584.17800000000011 48.966000000000001 679.73250000000019 2813.3566500000006 2724.2674800000009 10.718000000000002 2690.3565000000003 1278.9218000000003 974.18930000000012 474.32500000000005 54.992700000000006 1756.0800000000002 636.6312200000001 2191.9772225000002 47.231500000000004 248.70244000000002 7.9582500000000005 1926.0125000000005 7.2255000000000011 153.95500000000001 43.656767000000009 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 4 24 19 7 9 12 14 18 23 13 -9 16 22 20 -18 21 -5 -1 -11 -16 -8 -2 right_child=1 2 -4 5 -6 -7 11 8 -10 10 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.00039699208399138832 0.49497252493193655 20.539869604492189 -2.2868369095413774 -5.5776944236755366 6.7840146770000453 1.1965853954496839 -1.2170429909873652 0.1249608333905538 10.912661952018739 -0.031225968874417819 -6.4396462881088254 -4.9239743385314947 2.1299876503322435 -3.4181761849444849 0.12773523185934338 6.0691207863035652 -0.12632448938157823 -4.1905903687477108 1.5100805228097098 -2.400431245803833 0.77480040442943576 -2.6660094789663953 -1.6060902600288394 0.33709590775626047 -0.16767998150416782 leaf_weight=362548 33 25 27 20 25 21 37 24 20 26 25 20 23 23 28 21 27 20 21 20 160 24 20 21 28 leaf_count=362548 33 25 27 20 25 21 37 24 20 26 25 20 23 23 28 21 27 20 21 20 160 24 20 21 28 internal_value=0 2.50531 8.68754 0.318403 2.10744 -2.20384 -0.0004053 -2.95542e-05 2.12916 -0.000557568 -2.02162 -1.74912 -0.380418 -1.60891 -2.28124e-05 1.43342 -0.00029547 -1.8558 -0.465978 -3.98906 -5.50322e-05 -1.29592 -0.594692 -0.654338 0.190804 internal_weight=0 199 52 147 86 61 363088 363010 90 362920 96 78 70 47 362824 69 362755 47 71 40 362708 50 48 58 61 internal_count=363287 199 52 147 86 61 363088 363010 90 362920 96 78 70 47 362824 69 362755 47 71 40 362708 50 48 58 61 is_linear=0 shrinkage=0.01 Tree=492 num_leaves=25 num_cat=0 split_feature=0 3 12 3 7 26 12 9 18 2 7 2 0 20 9 19 7 3 0 2 4 9 0 19 split_gain=1.22391e+07 1.80031e+07 5.01331e+07 1.23942e+07 1.13219e+07 3.4884e+06 2.33827e+06 3.99988e+06 1.94438e+07 3.86356e+06 3.84429e+06 1.02281e+07 2.11586e+06 1.38984e+06 6.3581e+06 1.58616e+06 1.84972e+06 1.34406e+06 944603 883088 747580 510868 445911 343738 threshold=2773.7250000000004 2692.2960000000003 85.539750000000012 304.68375000000009 434.2050000000001 2022.5000000000002 2813.3566500000006 2724.2674800000009 10.718000000000002 579.4525000000001 2690.3565000000003 778.91025000000013 474.32500000000005 1756.0800000000002 636.6312200000001 2191.9772225000002 64.766000000000005 12.246500000000001 3.3935000000000004 11.926500000000003 179.27000000000001 7.2255000000000011 4.4014000000000015 153.95500000000001 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 5 -5 19 7 10 12 22 13 20 17 15 23 18 -17 -9 -1 -2 21 -12 -8 -15 right_child=1 2 -4 4 -6 -7 9 8 -10 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.0063912877626384678 3.7024219783659902 -0.35956098987210183 19.947704071044924 -8.9802923049926751 0.31509308764809058 0.78638002212230973 -0.83721049756805099 -0.073038023435152491 10.80353567647934 -4.7057034266846527 0.17884351290189304 -7.8165292669379198 2.1086877341892412 0.12645786906991688 6.0084298207078666 -0.12983500215742322 -4.1422397713661194 -3.4744673338390535 0.041043602180023175 6.3976238117218021 1.423184527442569 -1.8035173471157366 1.0904628925323487 -1.5900293698310852 leaf_weight=314254 31 31 20 20 38 39 30 26 20 28 26 23 23 28 21 27 20 21 48454 20 21 26 20 20 leaf_count=314254 31 31 20 20 38 39 30 26 20 28 26 23 23 28 21 27 20 21 48454 20 21 26 20 20 internal_value=0 2.48026 7.60407 0.714622 -2.89021 3.03774 -0.000401247 -2.92587e-05 2.10786 -1.73163 -0.000551992 -2.0014 -0.376614 -2.25843e-05 1.41909 -0.000292515 -1.83724 -1.59283 -5.4482e-05 4.75936 -0.169242 -0.812337 -0.0661411 -0.588745 internal_weight=0 199 51 148 58 90 363088 363010 90 78 362920 96 70 362824 69 362755 47 47 362708 51 73 52 50 48 internal_count=363287 199 51 148 58 90 363088 363010 90 78 362920 96 70 362824 69 362755 47 47 362708 51 73 52 50 48 is_linear=0 shrinkage=0.01 Tree=493 num_leaves=27 num_cat=0 split_feature=2 3 12 10 7 3 26 7 1 8 9 10 15 1 26 3 8 1 12 3 5 8 6 11 15 9 split_gain=8.99408e+06 2.83154e+07 8.07893e+07 5.4752e+06 3.03773e+06 6.65239e+06 3.53855e+06 2.37654e+06 4.32534e+06 1.86159e+06 1.7337e+06 1.55448e+06 9.2169e+06 1.2837e+06 4.86581e+06 5.95457e+06 4.48024e+06 1.74706e+06 1.63574e+06 1.91036e+06 1.01537e+06 972304 670505 635344 246388 174151 threshold=2593.0505000000003 2692.2960000000003 85.539750000000012 484.50915000000003 46.839000000000006 13.855200000000002 2022.5000000000002 2690.3565000000003 1461.4925000000003 1329.5732400000002 92.591000000000022 2855.9890500000006 307.61318750000004 2779.5510000000008 2022.5000000000002 642.60925000000009 9.3820000000000032 1891.4572200000002 1092.2600000000002 689.90820000000008 2763.7525000000005 1926.0125000000005 54.757000000000005 259.05150000000009 348.15000000000003 54.963750000000005 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 6 -2 11 10 -5 22 13 25 17 15 -15 -16 20 19 -19 21 -1 -9 -22 -12 -13 right_child=1 2 -4 9 -6 -7 -8 8 -10 -11 24 12 -14 14 16 -17 -18 18 -20 -21 23 -23 -24 -25 -26 -27 leaf_value=7.3071290336382059e-06 5.1552244018554694 -2.2057349980672201 23.023649880235844 -5.4076773128509528 4.1275840103149415 -3.2200768841014189 -0.41293507439749583 -0.062804242914373226 -4.7772688253994646 -1.1447347899845668 -2.4135797691345213 -0.49989814031691782 6.653294198720352 0.35345583425249372 -3.8895333311387472 6.7433966888427737 1.9347086341857911 -0.6658073365129531 1.5517214763732186 -3.2228417205810547 -0.61135779558602021 0.8190451706524553 2.4670721797943118 -2.6737771024703978 -0.91540506635393415 -1.7594475928596829 leaf_weight=362411 25 30 22 20 25 34 21 22 29 21 23 21 23 35 28 25 25 96 21 42 59 145 20 20 21 23 leaf_count=362411 25 30 22 20 25 34 21 22 29 21 23 21 23 35 28 25 25 96 21 42 59 145 20 20 21 23 internal_value=0 2.13167 8.46824 -0.125185 1.08491 0.134079 2.61324 -0.000213904 -1.43754 -3.22422 -0.31135 0.000241479 1.52329 -3.97071e-05 1.06563 3.01593 -1.14225 -0.000371634 -1.04837 -1.44404 8.78682e-05 0.000334872 1.1419 -1.13349 -1.69854 -1.1583 internal_weight=0 198 52 146 105 80 46 363089 115 41 86 362974 67 362907 113 60 53 362794 159 138 362635 362556 42 79 44 44 internal_count=363287 198 52 146 105 80 46 363089 115 41 86 362974 67 362907 113 60 53 362794 159 138 362635 362556 42 79 44 44 is_linear=0 shrinkage=0.01 Tree=494 num_leaves=24 num_cat=0 split_feature=0 1 9 1 1 14 12 9 1 7 3 3 11 11 9 3 20 3 8 3 9 15 26 split_gain=1.18706e+07 2.57304e+07 6.74154e+07 6.48611e+06 8.03506e+06 5.52844e+06 2.29934e+06 3.91162e+06 1.90244e+07 3.74303e+06 6.40311e+06 2.61734e+06 2.27998e+06 1.36481e+06 8.38274e+06 1.15206e+06 981341 1.72858e+06 981117 835288 821637 633814 58531 threshold=2773.7250000000004 2779.5510000000008 277.38965000000007 554.77325000000008 48.966000000000001 207.44414000000003 2813.3566500000006 2724.2674800000009 959.97700000000009 2690.3565000000003 1278.9218000000003 974.18930000000012 286.46707500000008 2995.7383125000001 406.08214000000004 248.70244000000002 834.96350000000007 327.31500000000005 1926.0125000000005 1471.8415000000002 7.2255000000000011 202.18300000000002 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 7 9 12 13 15 21 -9 16 -15 20 18 -18 -1 -5 -11 -8 -2 right_child=1 2 -4 5 -6 -7 11 8 -10 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=-0.0001719138947850278 0.45477360349712953 20.321300976562501 -2.4679207243742769 -5.7551974792480474 6.9996406396230064 2.0168963028135756 0.11691459239705614 0.43749215799219471 8.4272523941532249 -0.036288821880634016 -6.3271737037658697 -4.8366253814697266 -3.5406695259094239 -1.6911810049215954 6.666817732691765 1.5231728780837288 -0.14163590594156256 -2.1297549890259568 0.81695568133373653 -2.8996762993222194 -2.6021466676394147 -2.082403401851654 -0.16684207762990677 leaf_weight=362399 33 25 27 20 24 21 38 34 31 26 25 20 25 30 20 21 169 59 147 21 24 20 28 leaf_count=362399 33 25 27 20 24 21 38 34 31 26 25 20 25 30 20 21 169 59 147 21 24 20 28 internal_value=0 2.44263 8.48844 0.30398 2.09797 -2.15552 -0.00039969 -3.08117e-05 2.08448 -0.000547745 -1.97487 -1.71715 -1.24817 -2.53567e-05 1.65202 -0.442372 -0.000253053 -0.656105 0.000159403 -4.29261 -1.2679 -0.641471 0.169442 internal_weight=0 199 52 147 85 62 363088 363010 90 362920 96 78 59 362824 50 71 362774 228 362546 41 50 58 61 internal_count=363287 199 52 147 85 62 363088 363010 90 362920 96 78 59 362824 50 71 362774 228 362546 41 50 58 61 is_linear=0 shrinkage=0.01 Tree=495 num_leaves=31 num_cat=1 split_feature=1 5 3 7 16 5 9 5 26 6 19 5 25 11 15 20 18 2 8 4 8 9 9 9 3 3 13 6 14 5 split_gain=6.35706e+06 3.45989e+07 3.61819e+07 1.77342e+07 1.85316e+07 4.02386e+07 4.8135e+06 6.41717e+06 3.24727e+06 2.00269e+06 877472 6.57312e+06 1.85823e+06 5.17494e+06 2.10567e+06 1.93564e+06 2.59098e+06 1.07562e+06 804197 1.24322e+06 1.12268e+06 3.35731e+06 961376 5.21338e+06 3.40074e+06 588486 669024 834518 236102 179519 threshold=2779.5510000000008 26.141250000000007 148.57200000000003 274.78110000000004 86.379500000000021 2763.7525000000005 1889.5600000000002 2763.7525000000005 2022.5000000000002 1913.0125000000005 222.42400000000001 1874.1882800000003 0 531.428 127.00455000000001 1228.7600000000004 2044.7545000000002 365.68050000000005 2877.4750000000008 451.28900000000004 1926.0125000000005 592.5680000000001 406.08214000000004 383.33200000000005 1854.9329420000001 689.90820000000008 518.6631000000001 165.03000000000003 485.49000000000007 16.367800000000003 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 left_child=6 2 8 -3 5 -5 10 9 -2 25 18 12 13 14 -12 16 -14 -17 20 -20 22 29 23 -1 -24 26 27 -8 -27 -22 right_child=1 3 -4 4 -6 -7 7 -9 -10 -11 11 -13 15 -15 -16 17 -18 -19 19 -21 21 -23 24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.0010999690589599557 5.0987329610188805 -7.4250034979411534 18.813882148742675 -3.2644153962311924 -5.063980663299561 14.954667705189097 -0.28885466017965544 -6.9143044052124027 -0.14436908404032389 -3.2705355933404743 -0.090407183650467127 5.8017024339948389 0.0080715411272192783 5.8815279560089104 2.2097583929842166 -0.62871595660845436 3.2021536103578718 -3.7687512252330784 0.14476884729721967 -2.7006862619944978 0.012287712097167969 3.5316643676757815 -0.17186333430465311 2.0174160959664733 -3.4602890264987947 -2.2090658135847612 -1.4137074727025527 1.9228410927454631 -0.70783413636684411 -1.1776070186070033 leaf_weight=359281 27 35 20 27 30 22 59 20 21 31 144 21 1094 20 55 24 26 20 34 28 32 35 1824 128 32 22 29 24 20 21 leaf_count=359281 27 35 20 27 30 22 59 20 21 31 144 21 1094 20 55 24 26 20 34 28 32 35 1824 128 32 22 29 24 20 21 internal_value=0 1.86803 7.51341 -1.4994 1.12587 4.91558 -0.00136993 -1.53327 2.80488 -0.951538 -0.000504372 0.249007 0.164693 0.987549 0.545317 0.00138165 0.0822199 -2.056 -0.00147366 -1.14028 -0.00127827 1.12809 -0.00155337 -0.000381094 -0.22856 -0.484727 -0.106176 0.350672 -1.49419 -0.45918 internal_weight=0 182 68 114 79 49 363024 205 48 185 362819 1404 1383 219 199 1164 1120 44 361415 62 361353 88 361265 359409 1856 154 112 83 42 53 internal_count=363206 182 68 114 79 49 363024 205 48 185 362819 1404 1383 219 199 1164 1120 44 361415 62 361353 88 361265 359409 1856 154 112 83 42 53 cat_boundaries=0 7 cat_threshold=67174400 134250560 4112 0 1024 0 2 is_linear=0 shrinkage=0.01 Tree=496 num_leaves=33 num_cat=3 split_feature=1 16 0 11 2 3 9 2 26 0 24 1 3 7 10 0 4 10 4 2 7 7 0 25 26 24 18 3 10 9 0 1 split_gain=6.23055e+06 2.78567e+07 8.71569e+07 2.39989e+07 7.85889e+06 7.45427e+06 4.71771e+06 6.30232e+06 1.84198e+06 1.73611e+06 6.94832e+06 4.90162e+06 1.57674e+07 2.80616e+06 1.6854e+06 8.19057e+06 1.64484e+06 2.00114e+06 1.22063e+06 1.18937e+06 1.37666e+06 1.04289e+06 733194 9.4303e+06 1.20833e+07 2.6766e+06 814807 1.26974e+06 775234 610256 119260 100922 threshold=2779.5510000000008 2.6720000000000002 2773.7250000000004 1156.9900000000002 1800.6974500000001 507.85850000000005 1889.5600000000002 2593.0505000000003 2022.5000000000002 1836.963 0 48.966000000000001 32.805900000000001 1489.0961200000002 2855.9890500000006 30.529 558.69700000000012 800.19400000000007 297.30250000000007 957.78375000000017 361.38350000000008 654.14525000000003 885.78750000000014 1 2022.5000000000002 2 1050.0050000000003 227.56379000000001 123.51250000000002 2724.2674800000009 2773.7250000000004 1461.4925000000003 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 9 2 1 2 2 2 2 2 2 left_child=6 2 4 -3 5 8 9 16 -2 14 11 30 -13 19 22 -16 18 -18 21 20 -12 29 26 24 -24 -25 28 -28 -1 -8 -11 -21 right_child=1 3 -4 -5 -6 -7 7 -9 -10 10 13 12 -14 -15 15 -17 17 -19 -20 31 -22 -23 23 25 -26 -27 27 -29 -30 -31 -32 -33 leaf_value=-0.0024647657537184937 -3.4240564346313476 -11.508738386535645 17.707770318167551 3.1878544788360599 -6.2011511344909671 4.6573913977223063 -0.94197758028242318 -6.8506011466979979 0.37758410296440126 -0.3888782987495264 -2.4843355268771106 9.2941987152099621 -1.4588329839706422 1.0188876809014216 -1.2203439485325533 6.8445635719299318 -0.11481244687680844 -3.6563871566760238 2.014101577758789 -0.46762599945068362 -5.355979516983032 -2.7342838382720949 6.7242871271628966 -0.64636726661149513 0.078019279867915778 0.49209520367872323 -0.2688269288037099 -2.41319533404182 0.10988310077453405 0.83312715979183427 -1.3664318253443792 -1.472227060317993 leaf_weight=355122 26 25 35 20 20 31 45 20 25 24 101 25 30 27 34 20 27 39 20 20 20 20 51 426 59 383 147 34 6250 34 26 20 leaf_count=355122 26 25 35 20 20 31 45 20 25 24 101 25 30 27 34 20 27 39 20 20 20 20 51 426 59 383 147 34 6250 34 26 20 internal_value=0 1.84935 4.09155 -4.97692 -0.580684 0.790162 -0.00135623 -1.51794 -1.56051 -0.000499328 -0.769948 1.24982 3.42891 -1.86528 0.000122555 1.76666 -0.941434 -2.20756 -0.239213 -2.46481 -2.95899 -0.694428 -0.000140619 0.281958 2.89618 -0.107964 -0.000857659 -0.671636 -0.000521687 -0.178008 -0.897206 -0.969927 internal_weight=0 182 137 45 102 82 363024 205 51 362819 293 105 55 188 362526 54 185 66 119 161 121 99 362472 919 110 809 361553 181 361372 79 50 40 internal_count=363206 182 137 45 102 82 363024 205 51 362819 293 105 55 188 362526 54 185 66 119 161 121 99 362472 919 110 809 361553 181 361372 79 50 40 cat_boundaries=0 1 4 5 cat_threshold=1050 512 134217732 4112 2714 is_linear=0 shrinkage=0.01 Tree=497 num_leaves=34 num_cat=3 split_feature=1 9 0 0 17 9 2 26 0 24 1 2 7 10 0 8 0 10 0 6 8 1 25 9 24 0 26 14 0 17 1 9 0 split_gain=6.10656e+06 2.74142e+07 1.41362e+08 1.19473e+07 4.82016e+06 4.62383e+06 6.1769e+06 4.0441e+06 1.70157e+06 6.81005e+06 4.80408e+06 1.54488e+07 2.75032e+06 1.65186e+06 8.02757e+06 1.36741e+06 1.58795e+06 1.2588e+06 2.78632e+06 1.47418e+06 957670 727486 2.0079e+06 2.18289e+07 1.29674e+06 1.06234e+06 2.50623e+06 635468 511100 434498 179903 251846 116887 threshold=2779.5510000000008 18.594000000000005 2773.7250000000004 2773.7250000000004 303.40850000000006 1889.5600000000002 2593.0505000000003 2022.5000000000002 1836.963 0 48.966000000000001 335.66350000000006 1489.0961200000002 2855.9890500000006 30.529 184.4657 2773.7250000000004 800.19400000000007 1114.9175000000002 987.12000000000012 818.62500000000011 7.1667080000000007 1 383.33200000000005 2 1266.1895000000002 2022.5000000000002 428.25000000000006 688.40820000000008 611.69250000000011 384.88812500000006 2724.2674800000009 2773.7250000000004 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 left_child=5 2 7 4 -3 8 17 28 13 10 32 -12 15 21 -15 16 -11 29 19 -19 -17 25 23 -23 -24 27 -27 -1 -2 30 31 -7 -10 right_child=1 3 -4 -5 -6 6 -8 -9 9 12 11 -13 -14 14 -16 20 -18 18 -20 -21 -22 22 24 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.0062501871203799698 1.9964722328186038 -1.5707216619833921 28.45624934060233 -7.2746190032958991 4.4675021057128905 -0.8959702138900757 -6.7820951118469237 -4.0904573326640659 -0.38498944977919258 -2.0995262202454938 10.405708536624909 -0.61171726758139477 1.0086988661024305 -1.208140515720143 6.7761180534362788 0.53109578414396807 -4.5108487627723006 -1.5081557646251862 0.49652683159400673 -5.1021304901123044 -2.3872639498503312 0.16363910846439594 -0.050754004552974033 6.6467040489338061 0.068476545466369554 2.084120915172162 -0.56077794075012211 0.29932375131814015 -0.14826582260131838 1.0823312988281251 -1.3575933474586124 0.31245144058676327 -1.3527675595650306 leaf_weight=320396 20 39 21 30 20 35 20 27 24 72 20 35 27 34 20 22 44 21 29 25 23 1359 14127 54 25710 77 67 682 25 20 21 34 26 leaf_count=320396 20 39 21 30 20 35 20 27 24 72 20 35 27 34 20 22 44 21 29 25 23 1359 14127 54 25710 77 67 682 25 20 21 34 26 internal_value=0 1.83085 5.62755 -2.13648 0.476134 -0.00134271 -1.50276 -1.03083 -0.000494377 -0.762249 1.23732 3.39462 -1.84662 0.000121287 1.74899 -2.44016 -3.01417 -0.93202 -1.931 -3.4614 -0.96051 -0.000139255 0.0393943 0.408508 0.0261929 -0.00521599 0.853508 -0.00560112 0.804951 -0.250895 -0.547167 -0.300516 -0.888234 internal_weight=0 182 93 89 59 363024 205 72 362819 293 105 55 188 362526 54 161 116 185 75 46 45 362472 41250 1413 39837 321222 144 321078 45 110 90 69 50 internal_count=363206 182 93 89 59 363024 205 72 362819 293 105 55 188 362526 54 161 116 185 75 46 45 362472 41250 1413 39837 321222 144 321078 45 110 90 69 50 cat_boundaries=0 1 7 8 cat_threshold=1050 8388736 134217728 1048592 0 128 8 2691 is_linear=0 shrinkage=0.01 Tree=498 num_leaves=33 num_cat=2 split_feature=1 5 0 7 16 5 9 5 26 3 0 24 1 3 7 1 10 0 1 12 12 3 9 4 1 25 9 3 0 26 4 0 split_gain=5.98504e+06 3.35819e+07 4.84341e+07 1.75093e+07 1.78266e+07 3.91256e+07 4.53181e+06 6.20424e+06 2.63344e+06 1.84441e+06 1.6677e+06 6.67453e+06 4.70847e+06 1.53387e+07 2.69559e+06 1.63117e+06 1.61899e+06 7.86783e+06 1.03435e+06 1.50625e+06 859503 934512 842862 734167 713011 1.96795e+06 2.13945e+07 1.67078e+06 1.0412e+06 2.45636e+06 650419 114561 threshold=2779.5510000000008 26.141250000000007 1501.0951200000002 274.78110000000004 86.379500000000021 2763.7525000000005 1889.5600000000002 2763.7525000000005 2022.5000000000002 689.90820000000008 1836.963 0 48.966000000000001 32.805900000000001 1489.0961200000002 1256.4300000000001 2855.9890500000006 30.529 1461.4925000000003 78.553000000000011 104.19500000000001 22.888000000000002 2724.2674800000009 234.35050000000004 7.1667080000000007 1 383.33200000000005 2692.2960000000003 1266.1895000000002 2022.5000000000002 2632.2792750000003 2773.7250000000004 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 9 2 2 2 2 2 2 left_child=6 2 8 -3 5 -5 10 9 -2 20 16 12 31 -14 18 -11 24 -18 19 -13 21 22 -8 -22 28 26 -26 -27 30 -30 -1 -12 right_child=1 3 -4 4 -6 -7 7 -9 -10 15 11 14 13 -15 -16 -17 17 -19 -20 -21 23 -23 -24 -25 25 27 -28 -29 29 -31 -32 -33 leaf_value=-0.0053923121700163125 3.8141829473322089 -7.3929353196280339 19.179267341779624 -3.2455971484714086 -4.9674207369486494 14.719747515591708 -1.2700871004164218 -6.7787374229431157 -1.0252291974814043 -3.7005445901883975 -0.38113960097233451 -2.2497666604859492 9.1456759521484372 -1.460162316163381 0.99861182318793396 -0.41348598186786362 -1.1960591175976922 6.7083568534851077 -0.70571273146004521 -4.8980135680128027 -2.5962175343253397 2.2519009417579285 1.2725750324942851 -0.11411366976224459 0.16200271997716609 0.028163259137599088 6.5802370226824722 -1.8583826584511616 2.0632795713899972 -0.55517015435802397 -1.3313225435566258 -1.3392399329405564 leaf_weight=321041 22 35 23 27 30 22 32 20 23 36 24 105 25 30 27 26 34 20 29 27 22 21 22 26 1359 39790 54 47 77 67 37 26 leaf_count=321041 22 35 23 27 30 22 32 20 23 36 24 105 25 30 27 26 34 20 29 27 22 21 22 26 1359 39790 54 47 77 67 37 26 internal_value=0 1.81254 7.37434 -1.50502 1.10355 4.82048 -0.00132928 -1.48773 1.34071 -0.915731 -0.000489428 -0.754627 1.22495 3.36067 -1.82816 -2.3221 0.000120079 1.7315 -2.41576 -2.79145 -0.206829 0.461917 -0.234188 -1.25174 -0.000137858 0.0390004 0.404423 0.025931 -0.00516383 0.844973 -0.00554511 -0.879352 internal_weight=0 182 68 114 79 49 363024 205 45 185 362819 293 105 55 188 62 362526 54 161 132 123 75 54 48 362472 41250 1413 39837 321222 144 321078 50 internal_count=363206 182 68 114 79 49 363024 205 45 185 362819 293 105 55 188 62 362526 54 161 132 123 75 54 48 362472 41250 1413 39837 321222 144 321078 50 cat_boundaries=0 1 7 cat_threshold=1050 8388736 134217728 1048592 0 128 8 is_linear=0 shrinkage=0.01 Tree=499 num_leaves=33 num_cat=1 split_feature=1 5 0 5 12 3 9 5 26 6 0 24 1 3 2 4 6 0 1 19 0 3 8 8 26 6 14 3 12 6 12 0 split_gain=5.86594e+06 3.29136e+07 4.74702e+07 1.1164e+07 1.80618e+07 1.23287e+07 4.44163e+06 6.08078e+06 2.58103e+06 1.90228e+06 1.63452e+06 6.54171e+06 4.61478e+06 1.50335e+07 2.46066e+06 3.31606e+06 1.13812e+06 2.36967e+06 1.01326e+06 6.3631e+06 2.66152e+06 2.49244e+06 736609 1.49185e+06 2.16744e+06 1.44594e+06 866814 541682 945655 1.01416e+06 862648 112281 threshold=2779.5510000000008 26.141250000000007 1501.0951200000002 2763.7525000000005 977.87575000000004 1471.8415000000002 1889.5600000000002 2763.7525000000005 2022.5000000000002 1913.0125000000005 1836.963 0 48.966000000000001 32.805900000000001 957.78375000000017 1876.5445000000002 571.28500000000008 2773.7250000000004 1891.4572200000002 138.34150000000002 635.67100000000016 327.31500000000005 2877.4750000000008 1926.0125000000005 2022.5000000000002 193.67442750000004 2857.2975000000001 689.90820000000008 596.83500000000015 428.62725000000006 517.51460000000009 2773.7250000000004 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=6 2 8 5 -5 -3 10 9 -2 27 18 12 31 -14 16 -16 17 -13 22 20 21 -20 23 26 -25 -24 -1 28 29 -8 -29 -12 right_child=1 3 -4 4 -6 -7 7 -9 -10 -11 11 14 13 -15 15 -17 -18 -19 19 -21 -22 -23 25 24 -26 -27 -28 30 -30 -31 -32 -33 leaf_value=-0.00051175248020345391 3.7760409268465907 -0.47628991640531099 18.987474125779194 -3.0889929820873121 9.4491156463623049 -9.173589131491525 -0.16427541271332771 -6.7109501190185554 -1.0149769192156586 -3.1666885597475112 -0.37732811778783798 -1.8436665535384211 9.0542192016601568 -1.4455607353846234 1.7290574101039342 -3.3753284740448 -0.99840410232543952 -4.9414909831313203 0.1009809526564583 6.0729768600463867 2.1791155482866826 -3.6307744962662456 0.2720814294526071 3.9338409423828127 0.38263584922341742 -2.8811657975270197 1.5512792128986783 -2.8532598531813846 -1.6075909468332927 2.425429416656494 0.013043852760678246 -1.3258476440723126 leaf_weight=362193 22 39 23 27 20 28 62 20 23 31 24 58 25 30 35 20 32 43 63 20 39 25 33 23 68 26 36 21 30 20 21 26 leaf_count=362193 22 39 23 27 20 28 62 20 23 31 24 58 25 30 35 20 32 43 63 20 39 25 33 23 68 26 36 21 30 20 21 26 internal_value=0 1.79442 7.30059 -1.48997 2.24637 -4.11098 -0.00131598 -1.47285 1.3273 -0.906573 -0.000484534 -0.74708 1.2127 3.32707 -1.80988 -0.127083 -2.64185 -3.16254 0.000118878 0.830187 0.00455074 -0.959177 -0.000217841 -3.59062e-05 1.28019 -1.11749 -0.000357528 -0.451615 -0.0884305 0.46736 -1.42011 -0.870558 internal_weight=0 182 68 114 47 67 363024 205 45 185 362819 293 105 55 188 55 133 101 362526 147 127 88 362379 362320 91 59 362229 154 112 82 42 50 internal_count=363206 182 68 114 47 67 363024 205 45 185 362819 293 105 55 188 55 133 101 362526 147 127 88 362379 362320 91 59 362229 154 112 82 42 50 cat_boundaries=0 1 cat_threshold=1050 is_linear=0 shrinkage=0.01 Tree=500 num_leaves=25 num_cat=0 split_feature=9 8 5 2 9 7 5 2 13 6 8 9 10 7 2 15 6 9 10 10 26 3 11 2 split_gain=4.27203e+06 3.60057e+07 6.91982e+06 2.99255e+07 6.59828e+06 8.62639e+06 6.02993e+06 2.12656e+06 1.14387e+07 3.87694e+06 976658 2.78698e+06 5.84497e+06 3.16944e+06 1.69935e+06 1.13133e+06 2.54259e+06 1.03526e+06 2.45102e+06 1.28703e+06 875369 735361 439020 57141.2 threshold=2724.2674800000009 2877.4750000000008 2763.7525000000005 2593.0505000000003 536.95000000000016 91.47790000000002 1530.4632000000001 2593.0505000000003 222.14750000000001 103.43515000000001 1926.0125000000005 787.73500000000001 983.00100000000009 481.78500000000003 87.294750000000008 2640.1488000000004 29.384150000000005 1889.5600000000002 800.19400000000007 2855.9890500000006 2022.5000000000002 255.01000000000002 11.897500000000003 5.9056500000000005 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 7 4 5 23 22 10 9 20 15 13 -13 14 -12 17 -17 19 -19 -1 21 -9 -2 -4 right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 11 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.00099840455607788908 1.0941401340115455 10.628561596589931 -0.7537439346313477 -11.452245872361321 -3.376335915596254 7.6677155818939209 -5.3955366735105157 3.2206725033846766 6.3872459176092438 -2.8556698608398436 0.13369310147622052 5.6241684137980146 -0.56759807709724674 -2.4976903928854526 3.3310892816023392 -0.89159532904624939 4.0904286978358311 0.20000237056037837 -3.1924794763677262 1.6197861376587228 -0.2916480712890625 0.66337456910506531 -0.5631333728270097 0.0021743416786193849 leaf_weight=362428 31 34 20 28 31 20 27 22 33 39 68 30 31 39 22 20 21 57 34 49 30 23 33 20 leaf_count=362428 31 34 20 28 31 20 27 22 33 39 68 30 31 39 22 20 21 57 34 49 30 23 33 20 internal_value=0 1.84821 -0.000786906 -2.41182 0.369852 2.30538 -1.43236 3.60473e-06 1.20252 -0.298317 -0.000483636 0.716288 2.47753 -0.116549 0.915279 -0.00085921 1.66017 -0.00104704 -1.06752 -0.000779305 1.03151 1.91361 0.239608 -0.375785 internal_weight=0 125 363065 119 91 60 91 362946 147 114 362799 190 61 129 90 362609 41 362568 91 362477 75 45 64 40 internal_count=363190 125 363065 119 91 60 91 362946 147 114 362799 190 61 129 90 362609 41 362568 91 362477 75 45 64 40 is_linear=0 shrinkage=0.01 Tree=501 num_leaves=22 num_cat=0 split_feature=0 5 1 11 1 16 7 9 17 8 1 10 8 10 0 1 5 4 13 10 7 split_gain=6.2432e+06 1.85514e+07 5.7152e+07 2.90287e+07 3.96268e+07 3.78988e+06 6.01633e+06 3.28671e+06 2.51741e+07 2.75954e+06 7.13e+06 2.61063e+06 2.31134e+06 2.03039e+06 4.38928e+06 1.9796e+06 1.54384e+06 933486 1.82504e+06 788559 175367 threshold=2773.7250000000004 91.477850000000018 1891.4572200000002 2995.7383125000001 2779.5510000000008 2836.7725000000005 375.00750000000005 2724.2674800000009 86.454999999999998 2877.4750000000008 786.48464000000001 119.33100000000002 1926.0125000000005 983.00100000000009 69.141350000000017 48.966000000000001 834.63750000000016 2632.2792750000003 180.27000000000004 2855.9890500000006 19.649875000000005 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=5 2 15 4 11 7 -7 9 16 12 20 -3 17 14 -14 -2 -9 19 -19 -1 -11 right_child=1 3 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 leaf_value=-0.0012132876130708397 -0.030073231957175515 3.2184475374221804 19.948267307281494 8.8898298332907935 -14.494544439697265 0.66189992785453799 -6.4953331856105638 0.48210867028487359 11.809401015996933 0.57357458628140967 -7.032930213928223 -1.240230312840692 -0.01892998354434967 -1.0134123475211008 4.2375283115468125 3.4636715913855514 -2.4744159975918856 -1.5835656454107341 1.7738588008880616 1.2073034049846509 -0.58787971927569471 leaf_weight=362498 55 24 20 22 25 24 23 38 20 26 20 29 50 28 47 23 33 85 20 54 26 leaf_count=362498 55 24 20 22 25 24 23 38 20 26 20 29 50 28 47 23 33 85 20 54 26 internal_value=0 1.77507 4.8671 -1.25511 -4.11651 -0.00111735 -2.84058 -0.000749651 1.89948 -0.00122621 -1.95876 0.778794 -0.000837704 1.35873 2.04348 1.00013 -0.892051 -0.00130632 -0.944056 -0.00103329 -0.00715257 internal_weight=0 198 98 100 78 362992 47 362945 91 362854 72 53 362782 125 97 78 71 362657 105 362552 52 internal_count=363190 198 98 100 78 362992 47 362945 91 362854 72 53 362782 125 97 78 71 362657 105 362552 52 is_linear=0 shrinkage=0.01 Tree=502 num_leaves=25 num_cat=2 split_feature=0 5 1 11 1 2 10 18 9 17 4 1 3 11 12 1 3 25 8 1 1 0 25 2 split_gain=6.11896e+06 1.81823e+07 5.60147e+07 2.8451e+07 3.88382e+07 5.80968e+06 2.55868e+06 2.41238e+06 2.35821e+06 1.63573e+07 3.17167e+06 5.01993e+06 2.76603e+06 2.35198e+06 1.87782e+06 2.40133e+06 768149 4.75454e+06 4.01243e+06 3.26851e+06 1.76036e+06 649545 542518 195599 threshold=2773.7250000000004 91.477850000000018 1891.4572200000002 2995.7383125000001 2779.5510000000008 26.254000000000001 119.33100000000002 2924.8625000000006 2724.2674800000009 86.454999999999998 2632.2792750000003 1097.7209 1107.1660000000004 96.537700000000001 28.873500000000003 23.981500000000004 292.91330000000005 0 1128.2175000000002 1097.7209 2779.5510000000008 220.57000000000002 1 3.3459520000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 left_child=7 2 5 4 6 -2 -3 8 10 12 16 14 21 -9 15 -12 20 18 -18 -19 22 -10 -1 -22 right_child=1 3 -4 -5 -6 -7 -8 13 9 -11 11 -13 -14 -15 -16 -17 17 19 -20 -21 23 -23 -24 -25 leaf_value=0.035249234658155347 -0.72045812896319805 3.1862629985809328 19.748784021377563 8.8009316080266782 -14.349598846435548 5.3443622068925336 -1.2278280402874124 -0.08925215176173619 -0.51672180504634457 8.5225802724838253 -0.69257433837652205 -4.5706858720534891 -3.8288117252696647 -4.8808911352157596 -2.5400201332092287 3.5512418823242191 0.31682178721696225 -0.1584562935222876 2.2035587543552206 -1.9375025153512306 -2.215677572919263 1.8258273582458497 -0.0061023835039779178 -0.98225733184814457 leaf_weight=35172 56 24 20 22 25 22 29 21 29 25 40 39 22 20 25 20 2517 1688 118 110 36 20 323070 20 leaf_count=35172 56 24 20 22 25 22 29 21 29 25 40 39 22 20 25 20 2517 1688 118 110 36 20 323070 20 internal_value=0 1.75732 4.81843 -1.24256 -4.07534 0.990132 0.771006 -0.00110618 -0.000832182 1.56627 -0.00124679 -1.60029 -0.88313 -2.42664 -0.237396 0.722031 -0.000700156 0.130129 0.399796 -0.265818 -0.00231882 0.439421 -0.00204169 -1.77517 internal_weight=0 198 98 100 78 78 53 362992 362951 96 362855 124 71 41 85 60 362731 4433 2635 1798 358298 49 358242 56 internal_count=363190 198 98 100 78 78 53 362992 362951 96 362855 124 71 41 85 60 362731 4433 2635 1798 358298 49 358242 56 cat_boundaries=0 6 13 cat_threshold=2213376 1216382032 134746945 2148532224 4195328 2147484739 128 1048608 269484228 35914241 4201617 1887457835 2 is_linear=0 shrinkage=0.01 Tree=503 num_leaves=24 num_cat=0 split_feature=0 5 1 11 1 16 7 9 17 3 8 3 10 8 10 0 1 4 13 10 0 26 12 split_gain=5.9972e+06 1.78204e+07 5.49e+07 2.78848e+07 3.80654e+07 3.71481e+06 5.89642e+06 3.18586e+06 2.43315e+07 2.71098e+06 2.69547e+06 7.77234e+06 2.50776e+06 2.26435e+06 1.98171e+06 4.29451e+06 1.90882e+06 888375 1.79757e+06 770476 636619 278171 190621 threshold=2773.7250000000004 91.477850000000018 1891.4572200000002 2995.7383125000001 2779.5510000000008 2836.7725000000005 375.00750000000005 2724.2674800000009 86.454999999999998 1107.1660000000004 2877.4750000000008 689.90820000000008 119.33100000000002 1926.0125000000005 983.00100000000009 69.141350000000017 48.966000000000001 2632.2792750000003 180.27000000000004 2855.9890500000006 220.57000000000002 2022.5000000000002 45.558500000000009 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 16 4 12 7 -7 10 9 20 13 22 -3 17 15 -15 21 19 -19 -1 -9 -2 -12 right_child=1 3 -4 -5 -6 6 -8 8 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.0011916869489879973 0.5943585598853327 3.1544004058837891 19.551296225547791 8.7129223563454374 -14.206102856445314 0.65510336704552175 -6.4304451828417575 -0.51155453649060478 11.612782884597777 -3.7905236504294657 0.5803991997241974 -7.2336843504905701 -1.2155496995202426 -0.018671325635910035 -0.99867386869021835 4.1915877662821019 3.3993232163139009 -1.5556477048537312 1.7764181318283081 1.1933873153615882 1.8075690517425538 -0.83964707454045606 -0.66410553956031804 leaf_weight=362498 31 24 20 22 25 24 23 29 20 22 32 20 29 50 28 47 23 85 20 54 20 24 20 leaf_count=362498 31 24 20 22 25 24 23 29 20 22 32 20 29 50 28 47 23 85 20 54 20 24 20 internal_value=0 1.73975 4.77024 -1.23014 -4.03459 -0.00109511 -2.81229 -0.000731068 1.87011 -0.874299 -0.00120026 -1.93588 0.763296 -0.000816288 1.34487 2.02135 0.980231 -0.00128012 -0.920968 -0.00101376 0.435027 -0.0313894 0.101744 internal_weight=0 198 98 100 78 362992 47 362945 91 71 362854 72 53 362782 125 97 78 362657 105 362552 49 55 52 internal_count=363190 198 98 100 78 362992 47 362945 91 71 362854 72 53 362782 125 97 78 362657 105 362552 49 55 52 is_linear=0 shrinkage=0.01 Tree=504 num_leaves=23 num_cat=0 split_feature=0 5 11 2 5 5 16 7 9 17 3 8 3 8 10 2 26 4 13 10 0 7 split_gain=5.87785e+06 1.74658e+07 2.73299e+07 2.06402e+07 1.84837e+07 5.39636e+06 3.64089e+06 5.77908e+06 3.12246e+06 2.38473e+07 2.65704e+06 2.64183e+06 7.61767e+06 2.21929e+06 1.94228e+06 5.4393e+06 1.56375e+06 870697 1.7618e+06 755143 623950 112233 threshold=2773.7250000000004 91.477850000000018 2995.7383125000001 26.254000000000001 2763.7525000000005 763.31500000000017 2836.7725000000005 375.00750000000005 2724.2674800000009 86.454999999999998 1107.1660000000004 2877.4750000000008 689.90820000000008 1926.0125000000005 983.00100000000009 204.32750000000004 2022.5000000000002 2632.2792750000003 180.27000000000004 2855.9890500000006 220.57000000000002 19.649875000000005 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 4 16 5 -3 8 -8 11 10 20 13 21 17 15 -15 -2 19 -19 -1 -10 -13 right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.0011797702435457826 2.4825821261935763 -4.7117224993024553 8.6257933356545191 10.615157629799198 -11.296191212336224 1.7728435906496915 0.64855238040288288 -6.3661406500961473 -0.50643902088033743 11.496654831886293 -3.752618394331499 0.56530381899613602 -7.1613473947048192 0.059340025556498567 -0.98868707588740767 4.8889390857403097 -0.77298743286132821 -1.540091251597685 1.7586538448333742 1.1814533908278855 1.7894933986663819 -0.36385158465458795 leaf_weight=362498 36 21 22 37 24 33 24 23 29 20 22 26 20 58 28 39 25 85 20 54 20 26 leaf_count=362498 36 21 22 37 24 33 24 23 29 20 22 26 20 58 28 39 25 85 20 54 20 26 internal_value=0 1.72235 -1.21783 4.72254 -3.99424 -0.748932 -0.00108416 -2.78417 -0.000723757 1.85141 -0.865556 -0.00118825 -1.91652 -0.000808126 1.33142 2.00114 1.14833 -0.00126731 -0.911759 -0.00100362 0.430676 0.100726 internal_weight=0 198 100 98 78 54 362992 47 362945 91 71 362854 72 362782 125 97 61 362657 105 362552 49 52 internal_count=363190 198 100 98 78 54 362992 47 362945 91 71 362854 72 362782 125 97 61 362657 105 362552 49 52 is_linear=0 shrinkage=0.01 Tree=505 num_leaves=26 num_cat=2 split_feature=25 1 1 3 4 8 8 5 1 1 1 1 26 4 10 3 20 5 7 25 3 4 7 3 5 split_gain=4.49552e+06 2.56942e+08 4.91035e+07 1.06528e+08 2.3502e+07 9.39834e+06 4.15835e+06 7.00829e+06 2.85829e+06 4.85244e+06 2.64109e+06 2.95636e+06 2.44883e+06 2.8184e+06 1.84306e+06 1.02996e+07 2.17113e+06 1.49798e+06 1.31848e+06 4.1711e+06 1.18538e+06 1.09667e+06 997037 673576 663644 threshold=0 2779.5510000000008 2779.5510000000008 2692.2960000000003 1876.5445000000002 1128.2175000000002 2877.4750000000008 1874.1882800000003 1097.7209 786.48464000000001 315.10000000000008 128.48000000000002 2022.5000000000002 104.57750000000001 2855.9890500000006 870.71080000000018 2447.4425000000006 250.29150000000001 608.55210000000022 1 2692.2960000000003 26.188250000000007 19.649875000000005 137.82020000000003 250.29150000000001 decision_type=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 left_child=1 4 6 5 8 12 14 22 9 10 11 -1 13 -4 16 17 18 -16 20 -20 -2 -12 -8 -14 -10 right_child=2 -3 3 -5 -6 -7 7 -9 24 -11 21 -13 23 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=-0.0069075635284938644 -0.0003185362907862639 26.221425801327356 -7.2399918139422379 -25.582803469118868 9.930610003471374 3.3757542388916018 1.3225252119700113 -6.9337916501190353 -3.4171383239541733 4.945295669555664 -2.5845279215390868 1.533365832035358 -0.812843226652879 -2.3553736014593216 -2.4350412933914751 7.6695740976333617 -2.6459270859533741 1.1757715911865234 0.88297426971730331 -0.20200360320926181 -1.2925580492153974 -0.54986918266172768 -1.3925395865189401 -3.2538588533401493 -1.0321070289611816 leaf_weight=3007 357792 38 27 23 24 25 21 23 28 20 52 130 26 21 27 20 31 20 654 757 71 54 38 20 20 leaf_count=3007 357792 38 27 23 24 25 21 23 28 20 52 130 26 21 27 20 31 20 654 757 71 54 38 20 20 internal_value=0 0.364118 -0.00212741 -5.88144 0.0705837 -2.07361 0.00019511 -2.25147 -0.000887337 0.0347484 0.00446442 0.0569227 -3.52291 -5.10297 0.000708886 1.65912 0.000399641 -0.898525 0.00062798 0.305711 -0.000574917 -1.548 -0.426161 -1.87415 -2.42338 internal_weight=0 3373 359596 142 3335 119 359454 82 3311 3263 3243 3137 94 48 359372 67 359305 47 359274 1411 357863 106 59 46 48 internal_count=362969 3373 359596 142 3335 119 359454 82 3311 3263 3243 3137 94 48 359372 67 359305 47 359274 1411 357863 106 59 46 48 cat_boundaries=0 6 12 cat_threshold=1048576 0 0 0 128 1024 134250496 1088 68161793 67108864 5120 1 is_linear=0 shrinkage=0.01 Tree=506 num_leaves=24 num_cat=3 split_feature=25 1 1 0 2 8 1 1 8 5 24 0 0 10 3 20 5 7 25 3 0 7 2 split_gain=4.40605e+06 2.51828e+08 4.81264e+07 1.11389e+08 2.14412e+07 5.8663e+06 4.54623e+06 5.71264e+06 4.0756e+06 6.86882e+06 3.19295e+06 9.7125e+06 7.29792e+06 1.80638e+06 1.00947e+07 2.12793e+06 1.46817e+06 1.29265e+06 4.08931e+06 1.16179e+06 1.0819e+06 977196 155608 threshold=0 2779.5510000000008 2779.5510000000008 2773.7250000000004 2593.0505000000003 652.05450000000008 1461.4925000000003 959.97700000000009 2877.4750000000008 1874.1882800000003 1 1501.0951200000002 412.47230000000008 2855.9890500000006 870.71080000000018 2447.4425000000006 250.29150000000001 608.55210000000022 2 2692.2960000000003 988.99750000000006 19.649875000000005 3.3459520000000005 decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 4 8 5 6 20 7 10 13 21 12 -12 -1 15 16 17 -15 19 -19 -2 22 -10 -4 right_child=2 -3 3 -5 -6 -7 -8 -9 9 -11 11 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=0.47513422635709585 -0.00031535114512968329 25.95921155628405 -2.3042905911036899 -22.935582089742024 10.142515749250141 2.3798258727788926 -3.935964802503586 4.6216806009080678 1.3092999962397986 -6.8644537025949228 -0.079994720971641217 -6.7511488619717683 6.2390314715841546 -2.4106909094916449 7.5928785834312444 -2.6194677913381206 1.1640138874053956 0.87427751179021529 -0.20000990677377237 -1.2796324446503546 -4.4111300338745121 -1.3786141741903206 -1.1985626230239868 leaf_weight=489 357792 38 35 30 21 32 29 27 21 23 2724 22 23 27 20 31 20 654 757 71 25 38 20 leaf_count=489 357792 38 35 30 21 32 29 27 21 23 2724 22 23 27 20 31 20 654 757 71 25 38 20 internal_value=0 0.360477 -0.00210595 -5.82262 0.0698779 -1.2388 0.00605005 0.0408502 0.000193348 -2.22896 0.0028875 -0.132958 0.719997 0.000701987 1.64253 0.000395834 -0.88954 0.000621889 0.302702 -0.000569168 -2.68625 -0.421899 -1.90221 internal_weight=0 3373 359596 142 3335 112 3314 3285 359454 82 3258 2746 512 359372 67 359305 47 359274 1411 357863 80 59 55 internal_count=362969 3373 359596 142 3335 112 3314 3285 359454 82 3258 2746 512 359372 67 359305 47 359274 1411 357863 80 59 55 cat_boundaries=0 6 7 13 cat_threshold=1048576 0 0 0 128 1024 3 134250496 1088 68161793 67108864 5120 1 is_linear=0 shrinkage=0.01 Tree=507 num_leaves=29 num_cat=3 split_feature=25 1 1 0 4 8 8 5 24 0 0 0 2 10 3 3 6 5 7 25 4 26 2 0 7 11 26 0 split_gain=4.31837e+06 2.46817e+08 4.71687e+07 1.09172e+08 2.29871e+07 5.74956e+06 3.9945e+06 6.73213e+06 3.14984e+06 7.03541e+06 5.58911e+06 2.50022e+06 2.08677e+06 1.77043e+06 9.89379e+06 2.07041e+06 3.72221e+06 1.43895e+06 1.42074e+06 4.3214e+06 1.29902e+06 1.16801e+06 1.54596e+06 1.06037e+06 957750 705535 382266 122599 threshold=0 2779.5510000000008 2779.5510000000008 2773.7250000000004 1876.5445000000002 652.05450000000008 2877.4750000000008 1874.1882800000003 1 474.32500000000005 1836.963 988.99750000000006 308.78840000000008 2855.9890500000006 870.71080000000018 2692.2960000000003 362.02000000000004 250.29150000000001 512.23350000000016 2 202.85550000000003 2022.5000000000002 148.17000000000004 988.99750000000006 19.649875000000005 2995.7383125000001 2022.5000000000002 4.9628675000000007 decision_type=9 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 2 left_child=1 4 6 5 8 23 13 24 9 21 11 12 -10 15 17 18 20 -15 25 -20 -17 27 -23 26 -8 -2 -4 -1 right_child=2 -3 3 -5 -6 -7 7 -9 10 -11 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 leaf_value=0.93497760449386225 -0.00073622161850199019 25.699619218926681 -2.8665453305451769 -22.706225926717121 9.8206018662452692 2.3560275137424469 1.2962069593157088 -6.7958091586569083 -0.062685579265919347 6.2536917287653147 -5.0447979636814289 2.7763807385762536 -1.3245808936374774 -2.3865839612042463 7.5169495835304261 -0.89373950351368292 -3.8524151616218765 1.1523737201690674 0.7879631153447072 -0.18704185785294075 2.1799261569976807 -0.18410224638849618 2.6403668063027514 -4.3670187240600589 -1.3648280168834486 1.6466232797732721 -1.1763958501815797 1.7552220811843873 leaf_weight=205 357367 38 23 30 24 32 21 23 2601 22 23 30 138 27 20 44 39 20 861 948 20 251 21 25 38 26 32 20 leaf_count=205 357367 38 23 30 24 32 21 23 2601 22 23 30 138 27 20 44 39 20 861 948 20 251 21 25 38 26 32 20 internal_value=0 0.356872 -0.0020847 -5.7644 0.0691791 -1.22641 0.000191603 -2.20667 -0.00150474 0.706227 -0.135109 -0.0948162 -0.126264 0.000695155 1.6261 0.000392064 -1.41719 -0.880645 0.00079855 0.280337 0.066781 0.474875 0.0339634 -2.65938 -0.41768 -0.000616378 -1.88319 1.00789 internal_weight=0 3373 359596 142 3335 112 359454 82 3311 519 2792 2769 2739 359372 67 359305 103 47 359202 1809 64 497 272 80 59 357393 55 225 internal_count=362969 3373 359596 142 3335 112 359454 82 3311 519 2792 2769 2739 359372 67 359305 103 47 359202 1809 64 497 272 80 59 357393 55 225 cat_boundaries=0 6 7 13 cat_threshold=1048576 0 0 0 128 1024 3 136365056 134283264 67113233 67108865 5120 1 is_linear=0 shrinkage=0.01 Tree=508 num_leaves=33 num_cat=4 split_feature=25 1 1 0 4 9 10 2 7 24 0 0 26 0 10 15 2 12 26 2 7 25 26 24 12 6 0 6 0 12 26 0 split_gain=4.23243e+06 2.41905e+08 4.623e+07 1.07e+08 2.25296e+07 4.6228e+06 4.35077e+06 3.18952e+06 9.2333e+06 3.08716e+06 6.89541e+06 5.47789e+06 2.61667e+06 2.45047e+06 2.3844e+06 7.68357e+06 2.04524e+06 1.19181e+06 1.14476e+06 1.51519e+06 1.07074e+06 4.29686e+06 4.51673e+06 1.99804e+06 1.0106e+06 1.02473e+06 774542 594312 489519 347477 170326 120160 threshold=0 2779.5510000000008 2779.5510000000008 2773.7250000000004 1876.5445000000002 229.20500000000001 893.42000000000007 2593.0505000000003 654.14525000000003 1 474.32500000000005 1836.963 2022.5000000000002 988.99750000000006 2855.9890500000006 307.61318750000004 308.78840000000008 320.35500000000008 2022.5000000000002 148.17000000000004 608.55210000000022 2 2022.5000000000002 3 2813.3566500000006 1913.0125000000005 988.99750000000006 14.46815 32.114000000000004 7.2255000000000011 2022.5000000000002 4.9628675000000007 decision_type=9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 left_child=1 4 7 5 9 26 -7 14 12 10 18 13 28 16 20 29 -11 -10 31 -20 24 22 -22 -23 25 -2 30 -14 -9 -16 -4 -1 right_child=2 -3 3 -5 -6 6 -8 8 17 11 -12 -13 27 -15 15 -17 -18 -19 19 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.9256277839032615 -0.0008045275649472734 25.442623199663664 -2.8314899531277749 -22.479163791656493 9.7223962906996402 4.7258989791870123 -1.4779338337824897 3.0844092493057254 -7.2878933210372931 -0.062058723685788179 6.1911551492864429 -4.9943501779307491 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3335 112 46 359454 128 3311 519 2792 88 2769 359326 65 2739 40 497 272 359261 1417 667 750 357844 357809 66 43 45 42 46 225 internal_count=362969 3373 359596 142 3335 112 46 359454 128 3311 519 2792 88 2769 359326 65 2739 40 497 272 359261 1417 667 750 357844 357809 66 43 45 42 46 225 cat_boundaries=0 6 7 13 14 cat_threshold=1048576 0 0 0 128 1024 3 134251520 1088 68161793 67108864 1024 1 3376 is_linear=0 shrinkage=0.01 Tree=509 num_leaves=28 num_cat=4 split_feature=25 1 1 0 4 8 8 5 24 0 0 0 2 10 3 3 6 5 7 25 4 0 2 24 7 11 2 split_gain=4.1482e+06 2.37092e+08 4.531e+07 1.0487e+08 2.20813e+07 5.58205e+06 3.89044e+06 6.57703e+06 3.02572e+06 6.75819e+06 5.36888e+06 2.4017e+06 2.00454e+06 1.70492e+06 9.62943e+06 2.02952e+06 3.64346e+06 1.39259e+06 1.37866e+06 4.18091e+06 1.27088e+06 1.02323e+06 987694 1.32374e+06 935458 691281 149319 threshold=0 2779.5510000000008 2779.5510000000008 2773.7250000000004 1876.5445000000002 652.05450000000008 2877.4750000000008 1874.1882800000003 1 474.32500000000005 1836.963 988.99750000000006 308.78840000000008 2855.9890500000006 870.71080000000018 2692.2960000000003 362.02000000000004 250.29150000000001 512.23350000000016 2 202.85550000000003 988.99750000000006 148.17000000000004 3 19.649875000000005 2995.7383125000001 3.3459520000000005 decision_type=9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 left_child=1 4 6 5 8 21 13 24 9 22 11 12 -10 15 17 18 20 -15 25 -20 -17 26 23 -1 -8 -2 -4 right_child=2 -3 3 -5 -6 -7 7 -9 10 -11 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.94120209114118059 -0.00072263400412705546 25.188197573109679 -2.2453395404815675 -22.254371848424277 9.6251720462739474 2.3278595519065859 1.2843446313767206 -6.7137054285795799 -0.061438135341674908 6.1292434831099083 -4.9444065774005397 2.7211307818094888 -1.2982217205089073 -2.3587698109944664 7.4073512208461763 -0.88499668099663487 -3.8124520564690614 1.1227050170898438 0.77546180794351272 -0.18356915853155431 2.1551915950775147 -4.2914120849609372 2.5878234749180926 -0.1090308764965638 -1.3455398675015098 1.6299109199184638 -1.1621848888397217 leaf_weight=210 357367 38 35 30 24 32 21 23 2601 22 23 30 138 27 20 44 39 20 861 948 20 25 21 266 38 26 20 leaf_count=210 357367 38 35 30 24 32 21 23 2601 22 23 30 138 27 20 44 39 20 861 948 20 25 21 266 38 26 20 internal_value=0 0.34977 -0.00204317 -5.64969 0.0678024 -1.202 0.000187836 -2.17774 -0.00147479 0.692173 -0.132421 -0.0929293 -0.123751 0.000684786 1.59574 0.000387355 -1.40312 -0.877291 0.000789807 0.276157 0.0650622 -2.61395 0.465425 0.37179 -0.409479 -0.000604007 -1.85147 internal_weight=0 3373 359596 142 3335 112 359454 82 3311 519 2792 2769 2739 359372 67 359305 103 47 359202 1809 64 80 497 476 59 357393 55 internal_count=362969 3373 359596 142 3335 112 359454 82 3311 519 2792 2769 2739 359372 67 359305 103 47 359202 1809 64 80 497 476 59 357393 55 cat_boundaries=0 6 7 13 14 cat_threshold=1048576 0 0 0 128 1024 3 136365056 134283264 67113233 67108865 5120 1 1 is_linear=0 shrinkage=0.01 Tree=510 num_leaves=30 num_cat=2 split_feature=3 16 2 9 7 0 2 1 2 26 1 1 6 7 3 0 25 24 17 9 15 1 13 2 1 1 3 4 4 split_gain=6.23312e+06 2.76083e+07 6.45194e+07 1.42288e+07 1.21302e+07 4.56609e+06 7.32536e+06 7.19055e+06 2.24494e+07 6.77524e+06 2.45356e+06 2.29891e+06 1.36614e+06 1.97816e+06 1.52606e+06 904216 4.14502e+06 6.00067e+06 8.82657e+06 2.67244e+06 7.43671e+06 2.8212e+06 2.63241e+06 1.53708e+06 2.48128e+06 1.27171e+06 7.7889e+06 830229 747265 threshold=2692.2960000000003 86.379500000000021 2593.0505000000003 479.07240500000006 111.36450000000001 2773.7250000000004 2593.0505000000003 32.44100000000001 137.53500000000003 2022.5000000000002 227.67125000000004 1891.4572200000002 2871.8940000000007 543.29875000000015 64.027500000000018 497.87850000000003 0 1 2.2965000000000004 981.55950000000007 770.26725000000022 1461.4925000000003 485.42915000000011 1800.6974500000001 1097.7209 1256.4300000000001 602.3524450000001 274.17100000000005 11.902000000000003 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 2 2 2 2 left_child=5 2 3 4 10 12 7 9 -9 -7 -2 -10 15 14 -14 23 17 18 -17 21 -21 -18 -19 25 28 27 -27 -1 -25 right_child=1 -3 -4 -5 -6 6 -8 8 11 -11 -12 -13 13 -15 -16 16 19 22 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 leaf_value=-0.0032344455256763183 -2.2600443220138549 -5.9209078320529729 14.814681103901986 -6.3983685779571537 8.621202551841737 -7.3634221561138453 -7.397266017913819 9.297065854694532 -0.84638099551200874 0.087494970508243716 2.2048373203277589 -5.1044636067889986 -1.3723471978455783 -3.5040102827990496 2.010762819766998 1.4488335377328536 -0.39031930582468088 0.19261973193262233 8.6286750850677496 -0.35259093449665946 4.5319613018850005 -1.997570506457625 -2.8041397221386433 0.15225584461575462 -3.9319893227020901 0.039642948496951526 4.5876433900622438 0.1475991866134202 -1.2951097569542547 leaf_weight=356246 32 36 39 28 20 26 20 23 32 23 20 21 40 27 20 119 1866 349 20 130 41 116 32 84 24 303 43 3687 62 leaf_count=356246 32 36 39 28 20 26 20 23 32 23 20 21 40 27 20 119 1866 349 20 130 41 116 32 84 24 303 43 3687 62 internal_value=0 1.8838 3.90516 -0.349549 2.00277 -0.00392282 -1.77812 -0.879056 1.04677 -3.86605 -0.542782 -2.53355 -0.00321453 -1.25617 -0.244644 -0.00291433 -0.186159 0.608446 2.31533 -0.37914 0.818559 -0.484386 -0.0575657 -0.00155543 -0.952206 -0.00110686 0.604857 -0.00168937 -0.462379 internal_weight=0 175 139 100 72 363354 145 125 76 49 52 53 363209 87 60 363122 2673 520 139 2153 171 1982 381 360449 170 360279 346 359933 146 internal_count=363529 175 139 100 72 363354 145 125 76 49 52 53 363209 87 60 363122 2673 520 139 2153 171 1982 381 360449 170 360279 346 359933 146 cat_boundaries=0 6 7 cat_threshold=67125248 134219268 68161552 67108864 1024 2147483650 1072 is_linear=0 shrinkage=0.01 Tree=511 num_leaves=29 num_cat=2 split_feature=3 16 12 9 1 0 1 3 1 4 1 6 8 0 22 22 14 9 24 25 3 1 12 3 10 4 1 3 split_gain=6.10908e+06 2.70589e+07 6.16056e+07 2.32601e+07 1.43903e+07 4.47523e+06 4.74395e+06 2.30905e+07 6.02624e+06 3.33937e+06 2.20166e+06 1.33895e+06 1.72604e+06 886222 6.12594e+06 1.36604e+07 6.81082e+06 2.97197e+06 5.0128e+06 3.09976e+06 774648 2.92927e+06 8.2342e+06 1.87932e+06 1.00275e+06 2.59646e+06 570142 546332 threshold=2692.2960000000003 86.379500000000021 85.539750000000012 479.07240500000006 1891.4572200000002 2773.7250000000004 32.44100000000001 7.9742500000000005 1891.4572200000002 970.01225000000011 227.67125000000004 2871.8940000000007 284.90550000000007 497.87850000000003 1.0000000180025095e-35 21.345200000000002 573.0100000000001 787.73500000000001 0 1 14.222000000000001 1097.7209 51.078750000000007 14.733500000000003 1274.5290000000002 228.83800000000002 860.12500000000011 24.191750000000003 decision_type=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 2 2 2 left_child=5 2 3 4 10 11 -7 -8 9 -9 -2 13 27 20 17 -16 -17 19 -19 -15 24 23 -23 -22 26 -26 -1 -13 right_child=1 -3 -4 -5 -6 6 7 8 -10 -11 -12 12 -14 14 15 16 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 -29 leaf_value=-0.0058942590301329255 -1.2367118593362663 -5.8616987766822186 16.29218403846987 -8.8761704670299189 9.6235383051091965 -4.1792813431070401 9.1118530116081242 1.8796333699122718 -6.7661746032149699 -3.509057751531186 2.5648566509246824 -0.88543487558762235 -2.880992356893179 -0.67946446492160351 9.6527397766113285 -1.6528138437637916 4.882472206198651 2.1688098118248891 -0.537532833714639 0.071166877746172669 0.72218993790954433 2.6845942010949644 -1.460505697179485 0.029551841678412641 0.31275285012923276 4.1426788482666019 -0.37196659321096581 1.2482862482070922 leaf_weight=329729 39 36 31 22 22 52 20 23 27 23 25 30 37 1416 20 52 23 117 145 900 397 136 74 29513 154 20 426 20 leaf_count=329729 39 36 31 22 22 52 20 23 27 23 25 30 37 1416 20 52 23 117 145 900 397 136 74 29513 154 20 426 20 internal_value=0 1.86496 3.86611 0.299368 2.6466 -0.00388359 -1.76034 -0.407811 -3.01594 -0.814712 0.248276 -0.00318238 -1.24361 -0.00288519 -0.184298 2.30953 0.351341 -0.276196 0.733287 -0.390395 -0.00153988 0.0470086 1.22394 0.0387453 -0.00596662 0.752974 -0.0063666 -0.0319464 internal_weight=0 175 139 108 86 363354 145 93 73 46 64 363209 87 363122 2673 95 75 2578 262 2316 360449 30120 210 29910 330329 174 330155 50 internal_count=363529 175 139 108 86 363354 145 93 73 46 64 363209 87 363122 2673 95 75 2578 262 2316 360449 30120 210 29910 330329 174 330155 50 cat_boundaries=0 1 7 cat_threshold=3121 2291171840 1073840224 769 1112539649 6144 2147484673 is_linear=0 shrinkage=0.01 Tree=512 num_leaves=38 num_cat=4 split_feature=3 12 13 9 7 5 0 2 1 2 26 1 15 1 0 8 13 12 25 3 24 9 1 5 24 2 4 1 9 4 25 10 1 3 5 15 0 split_gain=5.9875e+06 2.30938e+07 1.09989e+08 2.12863e+07 1.7573e+07 4.83202e+06 4.38617e+06 7.16246e+06 6.92761e+06 2.18094e+07 6.64041e+06 3.88689e+06 3.38708e+06 2.18869e+06 1.07953e+06 3.99175e+06 4.31898e+06 8.39255e+06 3.33804e+06 6.37747e+06 2.4789e+06 2.3055e+06 2.2605e+06 1.98307e+06 1.7267e+06 1.46365e+06 2.55007e+06 1.33195e+06 1.29988e+06 873938 3.8779e+06 7.02708e+06 1.18278e+06 1.3137e+07 1.18133e+06 1.16151e+06 461244 threshold=2692.2960000000003 85.539750000000012 734.73800000000006 102.94250000000001 14.459450000000002 26.141250000000007 2773.7250000000004 2593.0505000000003 32.44100000000001 137.53500000000003 2022.5000000000002 65.606500000000025 1797.3406500000003 1891.4572200000002 746.42750000000012 1329.5732400000002 972.56475000000012 787.1346400000001 0 1107.1660000000004 1 636.6312200000001 1891.4572200000002 763.31500000000017 2 1800.6974500000001 861.89750000000015 494.77402000000006 887.33690000000013 274.17100000000005 3 484.50915000000003 1461.4925000000003 602.3524450000001 2763.7525000000005 2640.1488000000004 241.84230000000002 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 1 2 2 2 2 2 9 2 2 2 2 2 2 left_child=6 3 -3 4 5 11 14 8 10 -10 -8 -2 -4 -11 25 18 17 21 19 24 28 -17 -22 -21 -16 29 27 36 -20 32 31 -31 35 -34 -32 -1 -27 right_child=1 2 12 -5 -6 -7 7 -9 9 13 -12 -13 -14 -15 15 16 -18 -19 20 23 22 -23 -24 -25 -26 26 -28 -29 -30 30 34 -33 33 -35 -36 -37 -38 leaf_value=-0.0038609623207648655 -1.7877384166717531 26.038304533004762 -5.5112561378479006 -7.7281893917918207 10.039135077387094 -4.5051969320123844 -7.2479952562772318 -7.2990519371032718 9.168401553423509 -0.84612237393856049 0.1284128268905308 4.4467568626403811 0.23890111650739396 -5.0008791139579953 0.72693722368989666 -1.771039058078419 -1.4549103307723998 7.9504051737163381 0.14866420585046644 5.947665174802145 -0.91972406311980681 2.5548703268596107 -3.7253234243392943 1.7398138573056177 -0.81286222006145281 -0.086642037039821582 -3.1918288747887864 -2.0277883075986587 -2.3066201914911684 0.64078669653165743 0.045644231143885564 5.072184916765262 -0.07055666109585032 8.2516898116611301 -2.1803934701283776 1.8179285592351642 1.5728841237574815 leaf_weight=357197 20 20 20 32 20 22 26 20 23 32 23 20 21 21 130 22 32 23 345 24 672 28 30 21 142 103 38 35 23 434 3575 39 196 21 24 35 20 leaf_count=357197 20 20 20 32 20 22 26 20 23 32 23 20 21 21 130 22 32 23 345 24 672 28 30 21 142 103 38 35 23 434 3575 39 196 21 24 35 20 internal_value=0 1.84631 6.81242 -0.810994 1.8884 -0.74087 -0.00384448 -1.74273 -0.853724 1.03656 -3.7856 1.32951 -2.56605 -2.49235 -0.00315028 -0.271585 1.60834 2.95113 -0.413901 0.48164 -0.677386 0.65147 -1.02502 3.984 -0.0800877 -0.00204304 -0.865962 -0.306576 -0.00466432 -0.00157467 0.144098 0.985335 -0.00323414 0.734822 0.0307145 -0.00368247 0.1832 internal_weight=0 175 61 114 82 62 363354 145 125 76 49 40 41 53 363209 1492 105 73 1387 317 1070 50 702 45 272 361717 196 158 368 361521 4072 473 357449 217 3599 357232 123 internal_count=363529 175 61 114 82 62 363354 145 125 76 49 40 41 53 363209 1492 105 73 1387 317 1070 50 702 45 272 361717 196 158 368 361521 4072 473 357449 217 3599 357232 123 cat_boundaries=0 6 7 8 14 cat_threshold=0 134479876 4112 1140850688 2101248 1024 360 2829 16384 1074103808 67108880 1 1024 1026 is_linear=0 shrinkage=0.01 Tree=513 num_leaves=29 num_cat=2 split_feature=3 16 2 9 5 0 2 2 4 2 26 6 7 3 0 25 24 17 11 7 5 20 2 4 2 4 3 7 split_gain=5.86835e+06 2.65127e+07 6.2961e+07 1.39552e+07 1.2668e+07 4.29889e+06 7.01992e+06 3.43103e+06 1.11987e+07 2.43234e+06 2.01474e+06 1.30973e+06 1.91564e+06 1.48497e+06 856767 3.99564e+06 5.86029e+06 8.6106e+06 4.04572e+06 8.27275e+06 2.00948e+06 1.61129e+06 1.48399e+06 2.10336e+06 939279 3.91154e+06 785912 416526 threshold=2692.2960000000003 86.379500000000021 2593.0505000000003 479.07240500000006 575.25150000000008 2773.7250000000004 2593.0505000000003 26.254000000000001 970.01225000000011 104.10200000000002 2022.5000000000002 2871.8940000000007 543.29875000000015 64.027500000000018 497.87850000000003 0 1 2.2965000000000004 912.26085000000012 1489.0961200000002 2763.7525000000005 0.8979999999999998 1800.6974500000001 1115.3337000000004 27.046500000000005 2632.2792750000003 89.966000000000022 2690.3565000000003 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 left_child=5 2 3 4 9 11 7 10 -9 -2 -7 14 13 -13 22 16 17 -16 20 -20 -17 -18 24 26 27 -26 -24 -1 right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 15 18 21 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 leaf_value=-0.0054824454697922388 -2.8827516598171656 -5.8204436776373125 14.585660437070405 -6.384707928385053 8.258831650235436 -4.2836948299407958 -7.226061343193054 4.8339518316586814 -3.4685473954677581 1.5426346720819888 -0.61060791390282765 -1.3469386298358441 -3.4419664165708754 1.9903186378479003 1.4297869439886399 -0.45810710337938204 -0.30169813080154251 8.5212455501556388 -0.14178754412609598 5.2400411445216131 -3.4310676806905995 1.6942470638648324 0.00562045791099981 -3.9818244519233703 0.055936754802068792 4.4802070803642273 -1.5086685498480525 0.9675410150194711 leaf_weight=336439 27 36 39 28 22 32 20 33 32 23 28 40 27 20 119 1977 335 20 115 38 23 46 97 20 23776 20 53 44 leaf_count=336439 27 36 39 28 22 32 20 33 32 23 28 40 27 20 119 1977 335 20 115 38 23 46 97 20 23776 20 53 44 internal_value=0 1.82785 3.8087 -0.394312 1.93529 -0.00380605 -1.72531 -0.845187 0.746568 -0.847074 -2.56959 -0.0031188 -1.22993 -0.23452 -0.00282487 -0.181197 0.598936 2.2857 -0.370678 1.19488 -0.492296 -0.059165 -0.0015021 -0.935593 -0.00106134 0.0596553 -0.529428 -0.00535521 internal_weight=0 175 139 100 72 363354 145 125 65 50 60 363209 87 60 363122 2673 520 139 2153 153 2000 381 360449 170 360279 23796 150 336483 internal_count=363529 175 139 100 72 363354 145 125 65 50 60 363209 87 60 363122 2673 520 139 2153 153 2000 381 360449 170 360279 23796 150 336483 cat_boundaries=0 6 7 cat_threshold=67125248 134219268 68161552 67108864 1024 2147483650 1072 is_linear=0 shrinkage=0.01 Tree=514 num_leaves=20 num_cat=0 split_feature=19 15 16 7 4 10 7 12 0 8 0 1 1 6 6 0 11 19 0 split_gain=3.58913e+06 1.38344e+07 6.87647e+06 1.41936e+07 5.83537e+06 2.76153e+07 9.47942e+07 1.71258e+07 1.12329e+07 7.52002e+06 2.24402e+06 8.57866e+06 1.37457e+07 4.36897e+06 1.21255e+06 2.84187e+06 1.61979e+06 828929 729527 threshold=2812.9105000000004 1425.0630000000003 2836.7725000000005 375.00750000000005 2632.2792750000003 16.208500000000004 148.25225000000003 345.12600000000003 988.99750000000006 1926.0125000000005 2773.7250000000004 32.888000000000012 522.78869700000007 7.9582500000000005 2871.8940000000007 885.78750000000014 184.19410000000002 2191.9772225000002 497.87850000000003 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 10 6 8 -7 -6 -9 14 -12 -13 -14 17 16 -16 18 -1 right_child=1 -3 3 -5 5 7 -8 9 -10 -11 11 12 13 -15 15 -17 -18 -19 -20 leaf_value=-0.0015115774427368765 -2.1382023498535156 9.0201883525848388 0.72041691027838606 -10.229993908643722 1.4198665241094737 -9.3966785720825197 19.448508689403535 -2.377368487696494 -7.516617889404297 5.4876313977241509 -4.6275609380858285 7.8737592201232909 0.9888403113558889 -4.2366822594404221 -1.2227009211772162 -4.4926466288566589 2.18614296913147 -1.9012172207625018 -0.1681025891847841 leaf_weight=360376 25 20 29 20 39 25 32 31 22 20 49 20 32 32 46 20 20 23 2648 leaf_count=360376 25 20 29 20 39 25 32 31 22 20 49 20 32 32 46 20 20 23 2648 internal_value=0 2.82108 -0.00324468 -3.74914 -0.00273964 1.85502 5.50926 -2.61662 -1.80313 0.706945 -0.00360392 -1.3023 0.637431 -1.62392 -0.00312826 -1.1904 -0.189718 -0.00284701 -0.00272674 internal_weight=0 45 363484 49 363435 169 93 76 61 51 363266 133 84 64 363133 86 66 363047 363024 internal_count=363529 45 363484 49 363435 169 93 76 61 51 363266 133 84 64 363133 86 66 363047 363024 is_linear=0 shrinkage=0.01 Tree=515 num_leaves=25 num_cat=1 split_feature=2 4 10 5 3 0 8 4 8 0 26 10 4 3 1 0 25 9 26 5 10 9 3 26 split_gain=5.72367e+06 2.705e+07 5.89063e+07 7.82907e+06 3.23859e+06 8.82924e+06 2.89453e+06 8.48365e+06 1.82938e+06 4.07526e+06 4.29047e+06 1.8795e+06 6.6052e+06 1.18539e+06 857103 4.88241e+06 3.63028e+06 5.13903e+07 1.35491e+06 715933 572548 553219 506985 402788 threshold=2593.0505000000003 1876.5445000000002 152.20455000000001 1874.1882800000003 1107.1660000000004 885.78750000000014 2877.4750000000008 1115.3337000000004 1926.0125000000005 1501.0951200000002 2022.5000000000002 2855.9890500000006 53.21200000000001 642.60925000000009 7.1667080000000007 2773.7250000000004 0 135.37750000000003 2022.5000000000002 2763.7525000000005 190.45082400000004 28.443000000000001 32.256600000000013 2022.5000000000002 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 left_child=6 3 -3 4 5 22 8 20 11 10 -10 14 -13 21 15 19 17 -16 -18 -1 -8 -12 -2 -17 right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 13 12 -14 -15 16 23 18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.0055240954346101314 -1.2279200678964457 17.580446895730908 -1.9548853995583275 -6.0851221068009096 -2.6692455429690227 6.565640998508619 1.3777749997919255 -5.9208888643980027 3.5859605565564387 4.8161942794799799 -1.0740992259979247 -1.3144627704745844 4.6629835865232678 -2.6196794283831562 0.26595557325878622 -3.6576429120232077 0.091450332495800549 16.591432379961013 -0.023788050292271785 1.5935781247275216 -0.67754395526388422 1.0730293895304204 0.65379372931662061 -1.8961920175098237 leaf_weight=321185 45 29 33 23 28 23 33 32 29 25 24 38 36 27 537 34 19578 20 21306 28 23 24 21 21 leaf_count=321185 45 29 33 23 28 23 33 32 29 25 24 38 36 27 537 34 19578 20 21306 28 23 24 21 21 internal_value=0 1.6837 7.18261 -0.751526 0.296958 1.23015 -6.50412e-05 -1.81347 0.000374679 1.19101 0.319575 -4.86938e-05 1.59348 -0.943427 -0.000373807 -0.00589482 0.0424274 0.83712 0.0313881 -0.0053847 0.533626 -0.000534918 -0.629193 -2.98509 internal_weight=0 202 62 140 117 89 363000 88 362912 129 104 362783 74 75 362709 321268 41441 557 40884 321213 56 48 66 55 internal_count=363202 202 62 140 117 89 363000 88 362912 129 104 362783 74 75 362709 321268 41441 557 40884 321213 56 48 66 55 cat_boundaries=0 6 cat_threshold=8388736 0 0 0 128 8 is_linear=0 shrinkage=0.01 Tree=516 num_leaves=27 num_cat=0 split_feature=2 4 12 5 3 0 9 7 10 4 16 4 0 1 9 0 0 1 5 7 3 5 6 7 5 3 split_gain=5.60977e+06 2.65117e+07 8.65698e+07 7.67327e+06 3.17414e+06 8.65354e+06 2.1021e+06 5.16561e+06 2.63006e+06 8.84093e+06 1.56048e+06 1.44194e+06 2.47355e+06 1.28273e+06 4.12651e+06 8.22566e+06 4.25817e+06 1.25021e+06 947543 8.44998e+06 1.08237e+06 4.00612e+06 1.43153e+06 856701 569536 496896 threshold=2593.0505000000003 1876.5445000000002 85.539750000000012 1874.1882800000003 1107.1660000000004 885.78750000000014 1889.5600000000002 2690.3565000000003 2855.9890500000006 53.21200000000001 317.83250000000004 586.56060000000014 412.47230000000008 2779.5510000000008 287.59707500000007 988.99750000000006 22.611000000000004 469.42150000000009 2763.7525000000005 654.14525000000003 2692.2960000000003 118.90150000000001 1118.3050000000001 11.867100000000002 0.76750000000000018 32.256600000000013 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 5 25 8 10 13 -10 11 12 24 18 15 16 -15 -12 20 23 22 -22 -1 -20 -8 -2 right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 17 -13 -14 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.0008840384811017824 -1.2156408716837566 -3.6124788340400249 20.131886220659528 -6.0242708521303925 -2.6425532948970796 6.4999844799871029 0.56804118633270262 -4.9925068890622688 -1.1474426957723258 6.378417580922445 -3.4244126789386455 -1.5362594748832084 3.5012376022338869 2.6722838452816013 -2.1930527836935862 6.5034195951757763 -3.2247549804051716 -0.25933123032251998 -0.093864742517471317 6.1707551209822942 0.84394389811982506 -3.4914613530574701 0.5177434768607424 -2.7321774959564209 -1.195543862024943 0.64725581487019856 leaf_weight=361919 45 34 28 23 28 23 47 28 37 27 26 37 25 25 28 29 24 24 32 23 47 39 533 20 30 21 leaf_count=361919 45 34 28 23 28 23 47 28 37 27 26 37 25 25 28 29 24 24 32 23 47 39 533 20 30 21 internal_value=0 1.66687 7.11078 -0.744011 0.293989 1.21784 -6.43909e-05 -0.984 0.000524154 2.02753 -0.390147 0.154827 0.76826 0.000166498 1.10006 2.28221 -0.216062 -1.90517 -0.000155026 1.12374 -0.000387531 -1.12211 -0.000121376 -1.1086 -0.11907 -0.622901 internal_weight=0 202 62 140 117 89 363000 217 362783 64 189 139 102 362719 106 78 49 50 362613 75 362538 86 362452 52 77 66 internal_count=363202 202 62 140 117 89 363000 217 362783 64 189 139 102 362719 106 78 49 50 362613 75 362538 86 362452 52 77 66 is_linear=0 shrinkage=0.01 Tree=517 num_leaves=27 num_cat=1 split_feature=2 7 10 5 12 7 1 8 9 8 0 26 10 12 9 3 7 25 9 5 1 3 7 0 9 7 split_gain=5.49813e+06 2.1108e+07 1.54261e+08 1.8034e+07 1.71282e+07 1.79416e+07 6.25055e+06 2.83675e+06 5.56053e+06 1.79811e+06 3.98953e+06 4.19282e+06 1.82648e+06 5.64284e+06 1.24906e+07 1.1556e+06 1.02225e+06 3.42306e+06 3.80788e+06 3.79562e+06 2.57093e+06 3.87238e+06 934118 844854 544191 175952 threshold=2593.0505000000003 46.839000000000006 11.226000000000001 257.09250000000003 68.378000000000029 1888.9124200000003 860.12500000000011 2877.4750000000008 787.73500000000001 1926.0125000000005 1501.0951200000002 2022.5000000000002 2855.9890500000006 572.05000000000007 169.40980000000002 642.60925000000009 1113.0755000000001 0 197.70787500000003 1530.4632000000001 2779.5510000000008 642.60925000000009 608.55210000000022 6.4425000000000017 28.443000000000001 54.957000000000015 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 left_child=7 3 -3 6 -4 -6 23 9 25 12 11 -11 16 14 -14 24 20 18 -18 -19 22 -22 -1 -2 -13 -9 right_child=1 2 4 -5 5 -7 -8 8 -10 10 -12 15 13 -15 -16 -17 17 19 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.00093593585347149285 -0.45836803428588374 25.879860110649698 -9.7492249742421233 -9.8725941103980652 -5.3410465897046606 6.0989550963763532 4.4581297867386427 1.003011631738572 -4.8163942956924437 3.5475687461063781 4.7676350082397461 -1.063781582514445 -1.1405747120579084 -1.8690097184016787 9.4198891140165788 -2.585033993191189 2.9303685842480576 -0.59900579038575208 -0.40253628140272102 -3.8824278201812352 0.23425156165341862 4.6224258473714199 0.32416330408431066 -3.094578811645508 1.0657549020275474 -0.18250627640754946 leaf_weight=361188 31 26 22 21 26 29 27 21 36 29 25 24 24 29 21 27 57 362 86 39 61 30 886 20 24 31 leaf_count=361188 31 26 22 21 26 29 27 21 36 29 25 24 24 29 21 27 57 362 86 39 61 30 886 20 24 31 internal_value=0 1.6502 4.81938 -1.64703 -2.29195 0.690954 0.567545 -6.37469e-05 -1.79528 0.000371563 1.18079 0.318567 -4.81756e-05 1.57085 3.78764 -0.929981 -0.00036867 -0.433533 0.865444 -0.895997 0.000281976 1.6809 -0.000140414 -1.49218 0.00098666 0.296261 internal_weight=0 202 103 99 77 55 78 363000 88 362912 129 104 362783 74 45 75 362709 544 143 401 362165 91 362074 51 48 52 internal_count=363202 202 103 99 77 55 78 363000 88 362912 129 104 362783 74 45 75 362709 544 143 401 362165 91 362074 51 48 52 cat_boundaries=0 6 cat_threshold=32768 0 0 0 0 1024 is_linear=0 shrinkage=0.01 Tree=518 num_leaves=24 num_cat=2 split_feature=2 4 12 3 1 1 8 4 3 8 0 14 3 15 0 0 1 0 25 9 7 25 3 split_gain=5.38872e+06 2.55392e+07 8.48923e+07 7.12215e+06 8.18322e+06 4.02213e+06 2.7803e+06 8.25029e+06 2.27711e+06 1.76232e+06 3.91014e+06 3.09531e+06 1.3241e+06 1.15265e+06 3.581e+06 1.02853e+06 856194 4.78709e+06 3.51962e+06 5.03817e+07 1.86348e+06 552870 504517 threshold=2593.0505000000003 1876.5445000000002 85.539750000000012 1107.1660000000004 733.23400000000015 1891.4572200000002 2877.4750000000008 1115.3337000000004 141.98700000000005 1926.0125000000005 1501.0951200000002 102.69450000000002 248.70244000000002 2640.1488000000004 42.927000000000007 6.4425000000000017 7.1667080000000007 2773.7250000000004 0 135.37750000000003 2690.3565000000003 1 207.97683100000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 left_child=6 3 -3 4 8 -5 9 22 15 13 11 12 -11 16 -15 -2 17 21 19 -18 -20 -1 -8 right_child=1 2 -4 5 -6 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17 18 -19 20 -21 -22 -23 -24 leaf_value=0.04431127548345052 -0.9038259874979655 -3.6420300957735847 19.871154684339253 -1.2131344286600749 5.7308963981628418 -7.2057857652505248 -0.17020495785607231 -5.8278624033927917 1.9175823831558227 0.47793108384783672 4.7199585968017583 -2.006136813292632 3.362750705572275 -0.58594653490930793 4.8080874557495115 -3.8314660862684251 0.25971896198879391 -2.9557469076676801 0.033830634501297842 16.423659489154815 -2.0490118780801461 -0.0087454222000364172 1.810708875656128 leaf_weight=21005 30 34 28 24 25 21 36 32 20 41 25 37 26 32 20 20 538 55 40855 20 43 300215 20 leaf_count=21005 30 34 28 24 25 21 36 32 20 41 25 37 26 32 20 20 538 55 40855 20 43 300215 20 internal_value=0 1.6337 6.97683 -0.732548 0.819789 -4.00971 -6.31094e-05 -1.77733 -0.934178 0.000367847 1.16898 0.315381 1.59741 -4.76938e-05 1.48868 -2.07488 -0.000261113 -0.00577997 0.0425088 0.824299 0.031633 -0.00527487 0.537264 internal_weight=0 202 62 140 95 45 363000 88 70 362912 129 104 67 362783 52 50 362731 321275 41456 558 40898 321220 56 internal_count=363202 202 62 140 95 45 363000 88 70 362912 129 104 67 362783 52 50 362731 321275 41456 558 40898 321220 56 cat_boundaries=0 6 13 cat_threshold=8388736 0 0 0 128 8 536887296 1048580 2415921216 2187346465 272763905 10507818 1 is_linear=0 shrinkage=0.01 Tree=519 num_leaves=24 num_cat=0 split_feature=2 4 12 5 3 0 8 4 8 0 12 15 0 6 5 9 9 9 3 11 5 3 3 split_gain=5.28148e+06 2.50309e+07 8.32029e+07 7.46431e+06 3.06396e+06 8.33002e+06 2.72497e+06 8.08611e+06 1.72725e+06 3.83233e+06 3.0512e+06 1.12971e+06 3.50974e+06 1.52311e+06 8.94902e+06 3.3152e+06 971409 4.33383e+06 3.15539e+06 904508 1.36856e+06 496360 494477 threshold=2593.0505000000003 1876.5445000000002 85.539750000000012 1874.1882800000003 1107.1660000000004 885.78750000000014 2877.4750000000008 1115.3337000000004 1926.0125000000005 1501.0951200000002 679.73250000000019 2640.1488000000004 42.927000000000007 1913.0125000000005 1874.1882800000003 887.33690000000013 406.08214000000004 383.33200000000005 1854.9329420000001 52.385000000000012 6.2079060000000004 32.256600000000013 207.97683100000003 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 5 21 8 22 11 10 19 13 -13 16 15 -15 17 -1 -18 20 -10 -2 -8 right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 leaf_value=-0.00013660436538068501 -1.1922033922937183 -3.6056100406366238 19.672442765917097 -5.933088909646739 -2.5865815002577648 6.388687764043393 -0.16850292232301498 -5.7695836895704273 0.54117904956524188 4.6727590621948245 -2.7325945793151858 -0.58008704710751768 4.7600065460205077 0.79219593640583674 6.6019469761848448 -2.6641049385070801 -0.15169507929686932 1.7723368335288505 -2.6449380735250623 -0.091730555494626373 3.8899023122372838 0.66968793664659776 1.7926017417907716 leaf_weight=360219 45 34 28 23 28 23 36 32 26 25 25 32 20 134 24 35 2129 138 52 30 23 21 20 leaf_count=360219 45 34 28 23 28 23 36 32 26 25 25 32 20 134 24 35 2129 138 52 30 23 21 20 internal_value=0 1.61736 6.90706 -0.725223 0.298546 1.20623 -6.24686e-05 -1.75955 0.000364178 1.15729 0.312227 -4.72072e-05 1.4738 -0.000258493 0.887862 0.076394 -0.000731291 0.000542171 -0.21114 1.27578 2.11303 -0.599783 0.531892 internal_weight=0 202 62 140 117 89 363000 88 362912 129 104 362783 52 362731 193 169 362538 360357 2181 79 49 66 56 internal_count=363202 202 62 140 117 89 363000 88 362912 129 104 362783 52 362731 193 169 362538 360357 2181 79 49 66 56 is_linear=0 shrinkage=0.01 Tree=520 num_leaves=31 num_cat=2 split_feature=3 12 13 9 7 5 11 4 1 1 1 21 24 5 1 10 0 7 1 10 9 24 0 0 5 4 1 1 13 6 split_gain=4.92575e+06 3.5027e+07 1.36503e+08 2.83164e+07 1.79634e+07 8.23816e+06 3.04106e+06 1.26748e+06 5.92908e+06 5.9912e+06 3.85766e+06 1.65713e+07 6.45203e+06 9.10937e+06 7.14435e+06 4.68447e+06 2.88576e+06 2.1199e+06 1.15492e+06 902500 2.52535e+06 805021 6.18202e+06 4.20142e+06 6.45776e+06 2.95758e+06 1.73943e+06 830253 678775 255297 threshold=2692.2960000000003 41.70600000000001 889.25750000000005 149.28375000000003 103.09827500000002 102.38725000000001 1962.6297000000002 2632.2792750000003 1461.4925000000003 522.78869700000007 1891.4572200000002 8.6700000000000035 0 19.127000000000006 2779.5510000000008 86.603682500000005 1266.1895000000002 1113.0755000000001 290.01425000000006 2855.9890500000006 679.93910000000005 1 2773.7250000000004 2773.7250000000004 53.202500000000008 1876.5445000000002 959.97700000000009 13.870700000000001 0.25650000000000006 92.06750000000001 decision_type=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 2 2 2 2 2 left_child=7 3 -3 4 5 18 -4 10 9 28 19 12 13 14 -12 16 -14 -10 -2 21 -21 22 25 26 -25 -1 -23 -24 29 -9 right_child=1 2 6 -5 -6 -7 -8 8 17 -11 11 -13 15 -15 -16 -17 -18 -19 -20 20 -22 23 27 24 -26 -27 -28 -29 -30 -31 leaf_value=0.01341986068157143 0.12985498837062293 29.267473957061767 -5.2962471671104439 -9.5430911013484003 9.7618820515871061 -5.7347302150726316 0.091543412642045449 -0.97532153765360519 -6.3351847167242141 5.1377940550304597 1.1318962770700456 9.123201617399852 -1.1050478400889299 -1.7695562133368323 7.6258556957377328 2.359457639058431 -4.9987232645352684 -1.8419063074815842 3.2761712589263916 0.5096251394198491 -3.3869597099567286 -0.012626822208024314 4.7850694538045815 -5.497823798235725 1.3629778090767237 3.0538273817300796 -0.68463361800532452 2.0968960285186768 0.64644620037078848 -2.4071440391540531 leaf_weight=181175 28 20 20 32 20 24 22 33 21 21 32 24 92 34 36 33 24 21 20 39 29 180643 27 34 23 32 386 20 20 20 leaf_count=181175 28 20 20 32 20 24 22 33 21 21 32 24 92 34 36 33 24 21 20 39 29 180643 27 34 23 32 386 20 20 20 internal_value=0 1.62808 7.76514 -1.44045 1.37786 -0.95103 -2.47407 0.000318638 -0.964888 0.430788 0.000680574 1.18462 0.425557 2.23738 4.56987 -0.904224 -1.91064 -4.08855 1.44082 -0.000217818 -1.15215 -1.63551e-06 0.0148965 -0.0149136 -2.72943 0.0139568 -0.0140597 3.64117 -0.923282 -1.51563 internal_weight=0 186 62 124 92 72 42 362819 136 94 362683 275 251 102 68 149 116 42 48 362408 68 362340 181254 181086 57 181207 181029 47 73 53 internal_count=363005 186 62 124 92 72 42 362819 136 94 362683 275 251 102 68 149 116 42 48 362408 68 362340 181254 181086 57 181207 181029 47 73 53 cat_boundaries=0 1 2 cat_threshold=46 1303 is_linear=0 shrinkage=0.01 Tree=521 num_leaves=28 num_cat=0 split_feature=3 12 13 9 7 5 9 17 3 10 9 6 12 1 8 7 8 7 6 9 0 3 10 6 6 1 10 split_gain=4.82773e+06 3.433e+07 1.33787e+08 2.77529e+07 1.7606e+07 8.07422e+06 1.40808e+06 1.19493e+06 7.77756e+06 1.79175e+06 1.66546e+06 1.55276e+06 1.36064e+06 1.13194e+06 871627 1.41534e+06 1.30208e+06 2.2177e+06 2.39644e+06 1.10731e+06 2.23342e+06 965339 853516 1.9775e+06 1.75554e+06 316761 241379 threshold=2692.2960000000003 41.70600000000001 889.25750000000005 149.28375000000003 103.09827500000002 102.38725000000001 2724.2674800000009 1268.0600000000002 1278.9218000000003 2855.9890500000006 1889.5600000000002 1118.3050000000001 176.90250000000003 290.01425000000006 2877.4750000000008 710.08000000000004 1926.0125000000005 1282.0428000000002 738.75250000000005 2724.2674800000009 321.84000000000009 1471.8415000000002 642.33175000000017 127.51700000000001 428.62725000000006 42.924500000000009 6.2310000000000008 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 5 13 -4 9 10 14 22 12 -11 -2 16 -16 19 18 -18 21 -21 -1 23 26 -25 -24 -9 right_child=1 2 6 -5 -6 -7 -8 8 -10 11 -12 -13 -14 -15 15 -17 17 -19 -20 20 -22 -23 25 24 -26 -27 -28 leaf_value=0.00029490755203874004 0.12855649300983973 28.974799067497251 -4.3697015826702117 -9.4476602953672408 9.6642632946968074 -5.67738273302714 -0.7035382704301314 0.1397521579718288 5.3797723314839025 -2.1142371082936342 -2.7281167182922368 -3.8040718043934216 1.3081117741266886 3.2434094085693359 0.031696669816970828 -2.9652998117300182 1.4169064229329427 4.1176973212957382 -2.5080985039756412 -0.023395710480518833 4.0868130493164063 -0.56252940435878562 -0.046676227509975431 4.4989960882777256 0.64390217992994525 -1.7855333276228473 -1.0053622015317281 leaf_weight=361975 28 20 20 32 20 24 22 79 31 26 20 22 21 20 40 26 60 20 21 39 20 305 20 21 27 22 24 leaf_count=361975 28 20 20 32 20 24 22 79 31 26 20 22 21 20 40 26 60 20 21 39 20 305 20 21 27 22 24 internal_value=0 1.6118 7.68749 -1.42604 1.36409 -0.94152 -2.44933 0.000315452 0.699883 -0.000155332 0.0187719 -1.61144 -0.585103 1.42641 0.000151363 -1.14894 0.000360611 1.13563 0.399313 4.41617e-05 1.3699 -0.000178929 0.303424 0.654146 2.33051 -0.957506 -0.127071 internal_weight=0 186 62 124 92 72 42 362819 244 362575 213 69 47 48 362506 66 362440 101 81 362339 59 362280 193 151 48 42 103 internal_count=363005 186 62 124 92 72 42 362819 244 362575 213 69 47 48 362506 66 362440 101 81 362339 59 362280 193 151 48 42 103 is_linear=0 shrinkage=0.01 Tree=522 num_leaves=24 num_cat=1 split_feature=25 2 10 0 1 0 0 0 1 1 1 6 1 8 7 11 9 10 18 8 14 13 26 split_gain=3.44717e+06 1.97383e+08 1.09744e+08 3.73367e+07 1.21993e+08 7.86416e+06 5.78399e+06 7.55201e+06 4.52218e+06 4.19281e+06 8.25183e+06 4.29509e+06 2.6623e+06 2.12551e+06 8.06094e+06 2.49696e+06 9.37988e+06 947072 796218 800025 2.24252e+06 659877 357545 threshold=0 2593.0505000000003 86.603682500000005 2773.7250000000004 2779.5510000000008 2773.7250000000004 1501.0951200000002 988.99750000000006 1891.4572200000002 355.00374000000005 1461.4925000000003 37.005000000000003 1256.4300000000001 2877.4750000000008 1489.0961200000002 2995.7383125000001 564.5870000000001 172.53300000000002 2924.8625000000006 1926.0125000000005 573.0100000000001 485.42915000000011 2022.5000000000002 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 left_child=1 5 -3 13 9 6 7 8 12 11 -11 22 -1 15 17 18 -17 -15 19 21 -21 -2 -5 right_child=3 2 -4 4 -6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 16 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.013380122733510231 0.00083000857595253775 36.397327078114387 5.1565638559514824 -4.8770545349121095 -24.657654488636901 6.1309007281348817 -4.4543244539458176 4.6513104575020927 -4.5377447275681932 4.9493102574348447 -2.4842462325096131 1.10977437637069 3.4017651483286984 -0.65078592332204177 -6.3344193031311038 -1.3037609772239962 7.3520928055899484 2.0143662586808206 1.8217645144462586 1.6558021466906478 -1.8196249715487163 -0.22851041401859973 -3.1757572428385421 leaf_weight=3025 358126 23 22 30 26 21 29 35 22 28 32 22 23 30 25 31 21 24 24 82 24 1259 21 leaf_count=3025 358126 23 22 30 26 21 29 35 22 28 32 22 23 30 25 31 21 24 24 82 24 1259 21 internal_value=0 0.327379 21.1241 -0.00178087 -4.84655 0.0317923 -0.00907601 0.0324416 -0.0202165 -0.973704 0.984747 -2.58339 0.0123903 0.000360961 -1.63974 0.000721305 2.19187 0.533726 0.000404379 0.000282783 0.868913 2.65816e-05 -4.17652 internal_weight=0 3200 45 359805 159 3155 3134 3105 3070 133 60 73 3048 359646 79 359567 52 54 359515 359491 106 359385 51 internal_count=363005 3200 45 359805 159 3155 3134 3105 3070 133 60 73 3048 359646 79 359567 52 54 359515 359491 106 359385 51 cat_boundaries=0 6 cat_threshold=1048576 0 0 0 0 1024 is_linear=0 shrinkage=0.01 Tree=523 num_leaves=29 num_cat=2 split_feature=3 12 14 9 1 4 9 4 2 1 21 24 5 1 10 2 0 10 2 5 24 0 0 5 4 1 1 10 split_gain=4.68862e+06 3.36506e+07 1.19218e+08 2.72475e+07 4.9648e+06 3.86535e+06 2.18038e+06 1.23235e+06 6.78512e+06 3.82745e+06 1.60996e+07 6.34036e+06 8.89338e+06 7.02915e+06 4.59117e+06 3.02124e+06 1.99698e+06 876618 2.8438e+06 1.84516e+06 789718 6.10317e+06 4.1503e+06 6.29338e+06 2.89346e+06 1.71794e+06 834719 787079 threshold=2692.2960000000003 41.70600000000001 517.63660000000004 149.28375000000003 2779.5510000000008 284.42020000000008 2724.2674800000009 2632.2792750000003 1800.6974500000001 1891.4572200000002 8.6700000000000035 0 19.127000000000006 2779.5510000000008 86.603682500000005 1444.3300000000002 34.002500000000005 2855.9890500000006 579.4525000000001 192.84375000000003 1 2773.7250000000004 2773.7250000000004 53.202500000000008 1876.5445000000002 959.97700000000009 13.870700000000001 306.86880000000008 decision_type=2 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 left_child=7 3 -3 4 5 -2 -4 9 16 17 11 12 13 -11 15 -13 -9 20 19 -19 21 24 25 -24 -1 -22 -23 -18 right_child=1 2 6 -5 -6 -7 -8 8 -10 10 -12 14 -14 -15 -16 -17 27 18 -20 -21 22 26 23 -25 -26 -27 -28 -29 leaf_value=0.013270879945407307 1.969359099106355 26.97938752673921 -4.5709756863401045 -9.3674736893177037 5.7530354919433595 -2.7835035869053435 0.042549926757812502 1.9512578273954848 -5.0621970182849516 1.1235026639699937 9.0047463377316799 -1.0588720268658971 -1.7301734943249647 7.5648919497595903 2.3442044841881957 -5.0428969224294029 -1.7406180346317779 -1.4725242746302061 -4.3036418018341065 2.5043688087463383 -0.012517060201077661 4.7647798274623021 -5.4456729614033419 1.3272485181559688 3.020539584159851 -0.6803595291054928 2.0693856277465823 0.56104329407215114 leaf_weight=181175 44 21 21 32 20 28 20 42 31 32 24 92 34 36 33 24 39 28 20 20 180643 27 34 23 32 386 20 24 leaf_count=181175 44 21 21 32 20 28 20 42 31 32 24 92 34 36 33 24 39 28 20 20 180643 27 34 23 32 386 20 24 internal_value=0 1.5884 7.60367 -1.41923 1.34537 0.121024 -2.32048 0.000304725 -0.951429 0.00066161 1.17996 0.431774 2.22734 4.53365 -0.88734 -1.88315 0.262226 -0.000233258 -1.13553 0.184515 -2.0198e-05 0.0147357 -0.0147897 -2.71274 0.0138019 -0.0139411 3.6178 -0.863795 internal_weight=0 186 62 124 92 72 41 362819 136 362683 275 251 102 68 149 116 105 362408 68 48 362340 181254 181086 57 181207 181029 47 63 internal_count=363005 186 62 124 92 72 41 362819 136 362683 275 251 102 68 149 116 105 362408 68 48 362340 181254 181086 57 181207 181029 47 63 cat_boundaries=0 1 2 cat_threshold=46 1303 is_linear=0 shrinkage=0.01 Tree=524 num_leaves=30 num_cat=2 split_feature=3 12 15 9 7 5 17 4 2 17 3 6 5 10 15 6 15 7 10 2 2 24 9 25 8 8 2 5 16 split_gain=4.59532e+06 3.30078e+07 9.07516e+07 2.54461e+07 1.70927e+07 7.83417e+06 5.60592e+06 1.20782e+06 6.65009e+06 1.84012e+06 9.25245e+06 1.73882e+06 3.389e+06 1.3602e+06 1.01429e+06 2.05169e+06 1.58523e+06 1.20026e+06 1.18288e+06 906868 884789 797168 4.52053e+06 2.93321e+06 1.39175e+06 2.0697e+06 682067 412766 107755 threshold=2692.2960000000003 85.539750000000012 30.768750000000004 149.28375000000003 103.09827500000002 102.38725000000001 1268.0600000000002 2632.2792750000003 1800.6974500000001 1268.0600000000002 1278.9218000000003 300.14450000000005 31.992000000000004 2855.9890500000006 547.57500000000016 127.51700000000001 1797.3406500000003 258.90150000000006 358.75150000000002 484.73415000000006 778.91025000000013 0 2724.2674800000009 1 2877.4750000000008 1926.0125000000005 104.10200000000002 17.631000000000004 43.492500000000007 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 9 2 2 2 2 2 left_child=7 3 -3 4 5 26 -4 9 11 13 14 12 -9 21 15 28 18 -17 -16 -15 -13 22 23 -1 25 -23 -2 -26 -11 right_child=1 2 6 -5 -6 -7 -8 8 -10 10 -12 20 -14 19 16 17 -18 -19 -20 -21 -22 24 -24 -25 27 -27 -28 -29 -30 leaf_value=0.11579517292352341 0.200592444340388 24.436671098981584 2.5087400476932529 -8.9037102537444142 9.5102107067108168 -5.6047576522827152 -4.9785318565368657 -0.3356321050618824 -5.0115749906724503 0.0422737802052107 6.2813547761099677 -2.3508145000316478 4.7499787840843206 -0.62403550982475287 0.0058069531122843425 4.2768425186276442 1.2823790081024171 0.89201513117009945 -3.1105405708839151 -3.2547827358245849 0.42424320030212398 -0.012415728696228468 4.1872464282696065 -0.0025342890852597241 -0.87526476269676579 1.7197940399335736 2.5846841239929201 -2.8825968542098996 -0.72654969664720381 leaf_weight=25121 24 21 20 33 20 24 20 38 31 61 28 27 20 38 21 20 25 22 29 20 20 211251 26 125885 21 69 24 20 26 leaf_count=25121 24 21 20 33 20 24 20 38 31 61 28 27 20 38 21 20 25 22 29 20 20 211251 26 125885 21 69 24 20 26 internal_value=0 1.57252 7.60286 -1.37029 1.33192 -0.939827 -1.2349 0.000301678 -0.941915 0.000654994 0.890962 0.259604 1.41803 8.51198e-05 0.151105 0.688757 -0.773657 2.50384 -1.80167 -1.53119 -1.16994 0.000330196 0.0178749 0.0171582 -0.012207 -0.0118501 1.39264 -1.85445 -0.18749 internal_weight=0 186 61 125 92 72 40 362819 136 362683 232 105 58 362451 204 129 75 42 50 58 47 362393 151032 151006 211361 211320 48 41 87 internal_count=363005 186 61 125 92 72 40 362819 136 362683 232 105 58 362451 204 129 75 42 50 58 47 362393 151032 151006 211361 211320 48 41 87 cat_boundaries=0 1 7 cat_threshold=279 2156953600 68 2214596881 1074218785 4196352 270533632 is_linear=0 shrinkage=0.01 Tree=525 num_leaves=38 num_cat=4 split_feature=0 25 2 2 2 3 2 0 26 6 17 1 13 1 2 26 2 24 0 1 1 1 3 3 24 0 0 8 3 0 25 7 7 0 2 2 1 split_gain=2.95987e+06 5.92128e+07 7.71548e+07 5.21682e+07 4.02482e+07 6.5149e+06 3.87497e+06 8.16322e+06 1.06483e+07 3.69424e+06 2.64424e+07 2.86835e+06 3.52588e+06 2.6408e+06 1.65988e+06 1.34257e+06 1.14782e+06 2.7114e+06 2.54856e+06 2.24319e+06 1.30707e+06 1.23861e+06 6.19202e+06 1.09225e+07 9.88013e+06 1.82276e+06 1.5154e+06 889781 887397 1.33011e+06 838276 3.07744e+06 861576 753783 696079 254044 8669.07 threshold=1836.963 0 2593.0505000000003 73.663000000000025 2593.0505000000003 1854.9329420000001 52.508000000000003 2773.7250000000004 2022.5000000000002 2871.8940000000007 86.454999999999998 860.12500000000011 146.06049000000004 194.40750000000003 720.28944000000013 2022.5000000000002 1800.6974500000001 1 1114.9175000000002 1461.4925000000003 959.97700000000009 1097.7209 86.826000000000022 155.98310000000001 2 1114.9175000000002 688.40820000000008 576.55500000000018 2692.2960000000003 5.882454000000001 3 2690.3565000000003 903.12057500000003 227.58775000000003 2593.0505000000003 2593.0505000000003 14.954500000000001 decision_type=2 9 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 9 2 2 2 2 2 2 left_child=9 3 6 -2 5 -5 7 36 -9 16 15 12 13 -8 -13 -11 21 18 20 33 34 28 25 -24 -25 26 -23 -16 30 -30 31 -1 -32 35 -18 -19 -3 right_child=1 2 -4 4 -6 -7 11 8 -10 10 -12 14 -14 -15 27 -17 17 19 -20 -21 -22 22 23 24 -26 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30 20 22 29 39 47 29 24 20 27 317 24 103 212 24 21 38 39 27 282844 28 396 37 25 33 23 internal_value=0 -0.852065 -3.00241 5.5193 2.45985 -3.48357 -1.45573 -2.85094 -5.64468 0.000152482 1.98233 -0.456687 1.16882 2.72151 -1.54594 -0.774978 -0.000360923 -0.688831 0.381696 -1.68576 -0.296006 9.84656e-05 0.42004 1.39125 0.895784 -0.48946 -0.300375 -0.670604 -0.00071479 -1.16015 -0.000503349 0.0283725 -0.00852432 -1.21032 0.40763 -0.536238 -0.331997 internal_weight=0 408 308 100 80 47 278 116 55 363013 94 162 65 45 97 74 362919 242 123 119 99 362677 701 339 315 362 338 67 361976 66 361910 78670 283240 99 72 62 61 internal_count=363421 408 308 100 80 47 278 116 55 363013 94 162 65 45 97 74 362919 242 123 119 99 362677 701 339 315 362 338 67 361976 66 361910 78670 283240 99 72 62 61 cat_boundaries=0 5 6 7 13 cat_threshold=1048576 0 0 1073741824 16384 1338 2848 67141632 1208057888 1053696 38076977 16784896 4028634208 is_linear=0 shrinkage=0.01 Tree=526 num_leaves=37 num_cat=2 split_feature=0 25 2 2 2 3 5 0 26 6 17 5 9 1 15 3 1 2 5 11 1 3 3 1 0 0 0 1 3 5 25 0 1 26 14 1 split_gain=2.90098e+06 5.80345e+07 7.56195e+07 5.11301e+07 3.94473e+07 6.38526e+06 3.82933e+06 7.31753e+06 8.64634e+06 3.62073e+06 2.59162e+07 2.85391e+06 2.73712e+06 1.7996e+06 1.52307e+06 1.57265e+06 1.46126e+06 1.12499e+06 1.74169e+06 2.30035e+06 1.21636e+06 6.07433e+06 1.07023e+07 6.72273e+06 1.78649e+06 1.48524e+06 1.21233e+06 916896 869737 3.88141e+06 796856 2.1296e+06 760419 588684 576106 229728 threshold=1836.963 0 2593.0505000000003 73.663000000000025 2593.0505000000003 1854.9329420000001 53.202500000000008 2773.7250000000004 2022.5000000000002 2871.8940000000007 86.454999999999998 992.2919965000001 62.416000000000011 20.430175000000002 1206.4050000000002 1107.1660000000004 733.23400000000015 1800.6974500000001 1121.68056 912.26085000000012 1097.7209 86.826000000000022 155.98310000000001 2779.5510000000008 1114.9175000000002 688.40820000000008 688.40820000000008 860.12500000000011 2692.2960000000003 118.90150000000001 1 1501.0951200000002 629.11000000000013 2022.5000000000002 2857.2975000000001 254.73937500000002 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 9 2 2 2 2 2 left_child=9 3 6 -2 5 -5 7 27 -9 17 11 13 16 -11 15 -14 -8 20 26 -20 28 24 -23 -24 25 -22 32 33 30 -30 31 -1 35 -3 -32 -19 right_child=1 2 -4 4 -6 -7 12 8 -10 10 -12 -13 14 -15 -16 -17 -18 18 19 -21 21 22 23 -25 -26 -27 -28 -29 29 -31 34 -33 -34 -35 -36 -37 leaf_value=0.027143733439708231 20.311584723949434 0.93831959598204662 -18.152427613735199 -6.761285176460559 10.815477237123432 0.65253003801618303 3.8263914985656737 -7.8477302886218556 -0.18735282068667203 -0.95598808290629556 12.062526620864869 -3.5165935577392577 -0.6987421232312917 2.9431808116436002 0.95906856218973802 -3.7887632332529342 0.13049781198086946 -0.54215362007801349 -4.1696267917238439 0.17621050062633697 -0.46798741124217819 7.8152577789624535 0.42254570299512029 5.4755073902524751 -3.1208876216411592 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287798 128 internal_count=363421 408 308 100 80 47 278 143 64 363013 94 74 135 49 92 68 43 362919 242 50 362677 701 339 315 362 338 192 79 361976 66 361910 74112 153 59 287798 128 cat_boundaries=0 5 11 cat_threshold=1048576 0 0 1073741824 16384 33024 1208057888 1053696 38076977 16784896 4028634208 is_linear=0 shrinkage=0.01 Tree=527 num_leaves=39 num_cat=3 split_feature=0 25 2 2 2 0 2 0 26 6 17 5 9 5 7 5 10 2 24 5 0 5 0 6 16 0 12 11 8 6 8 8 2 25 5 0 12 26 split_gain=2.84325e+06 5.68796e+07 7.41146e+07 5.01126e+07 3.86623e+07 5.93689e+06 3.76979e+06 7.87542e+06 1.02551e+07 3.54867e+06 2.54004e+07 2.79712e+06 1.66521e+06 2.54151e+06 2.43841e+06 1.62608e+06 1.16317e+06 1.1026e+06 2.64408e+06 3.81187e+06 2.47653e+06 1.0725e+06 7.92257e+06 1.43573e+07 1.6672e+06 1.71525e+06 1.00679e+06 849222 1.80142e+06 1.68693e+06 1.50616e+06 868029 834850 804177 768456 786211 529756 8662.5 threshold=1836.963 0 2593.0505000000003 73.663000000000025 2593.0505000000003 2773.7250000000004 52.508000000000003 2773.7250000000004 2022.5000000000002 2871.8940000000007 86.454999999999998 992.2919965000001 62.416000000000011 75.81750000000001 759.38475000000005 139.80500000000004 1105.5920000000003 1800.6974500000001 1 1530.4632000000001 1114.9175000000002 1874.1882800000003 562.18200000000013 685.98275000000012 509.65625000000006 257.57200000000006 164.94000000000003 1962.6297000000002 1926.0125000000005 987.12000000000012 1329.5732400000002 306.80800000000005 2593.0505000000003 2 274.07025000000004 158.24500000000003 26.602500000000003 2022.5000000000002 decision_type=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 2 2 2 2 2 2 2 9 2 2 2 2 left_child=9 3 6 -2 5 -5 7 37 -9 17 11 15 13 -8 26 -11 -16 21 20 34 32 27 24 -24 25 -23 -14 28 33 -30 31 -29 36 -1 35 -20 -19 -3 right_child=1 2 -4 4 -6 -7 12 8 -10 10 -12 -13 14 -15 16 -17 -18 18 19 -21 -22 22 23 -25 -26 -27 -28 30 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 leaf_value=0.03095896408640517 20.108468909740449 -0.43495925664901736 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internal_value=0 -0.835109 -2.94266 5.40947 2.4109 -3.41424 -1.42676 -2.80291 -5.54695 0.000150232 1.94288 -0.759556 -0.44137 0.678095 -1.35958 0.629154 0.277153 -0.000352957 -0.675124 -1.65974 0.381405 9.72911e-05 0.734023 4.59175 -0.297981 0.139767 -3.03352 -0.000305633 -3.65385e-05 1.16356 -0.870937 -0.281421 -0.286232 -0.000463772 -0.994778 -1.58964 0.43856 -0.328765 internal_weight=0 408 308 100 80 47 278 116 55 363013 94 74 162 73 89 49 45 362919 242 119 123 362677 199 42 157 133 44 362478 362366 133 112 89 99 362233 99 68 61 61 internal_count=363421 408 308 100 80 47 278 116 55 363013 94 74 162 73 89 49 45 362919 242 119 123 362677 199 42 157 133 44 362478 362366 133 112 89 99 362233 99 68 61 61 cat_boundaries=0 5 6 12 cat_threshold=1048576 0 0 1073741824 16384 1338 32896 1073807392 1104 38093345 16784896 4028634218 is_linear=0 shrinkage=0.01 Tree=528 num_leaves=37 num_cat=3 split_feature=0 25 2 2 2 3 2 0 26 6 17 1 13 5 1 4 1 8 2 4 0 1 3 3 24 0 0 5 3 5 25 7 7 13 4 26 split_gain=2.78667e+06 5.57477e+07 7.26398e+07 4.91154e+07 3.78929e+07 6.23778e+06 3.69477e+06 7.7187e+06 1.0051e+07 3.47805e+06 2.4895e+07 2.80042e+06 3.42582e+06 2.74146e+06 2.56949e+06 2.05084e+06 1.74428e+06 1.15877e+06 1.08066e+06 2.71466e+06 1.91905e+06 1.18462e+06 5.93881e+06 1.04926e+07 9.70474e+06 1.75265e+06 1.45745e+06 1.00864e+06 850116 3.79628e+06 793288 3.01553e+06 841948 750860 792460 8490.12 threshold=1836.963 0 2593.0505000000003 73.663000000000025 2593.0505000000003 1854.9329420000001 52.508000000000003 2773.7250000000004 2022.5000000000002 2871.8940000000007 86.454999999999998 860.12500000000011 146.06049000000004 992.2919965000001 194.40750000000003 726.06900000000007 20.430175000000002 576.55500000000018 1800.6974500000001 970.01225000000011 885.78750000000014 1097.7209 86.826000000000022 155.98310000000001 1 1114.9175000000002 688.40820000000008 1121.68056 2692.2960000000003 118.90150000000001 2 2690.3565000000003 903.12057500000003 222.14750000000001 195.67150000000001 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 1 2 2 2 2 2 9 2 2 2 2 2 left_child=9 3 6 -2 5 -5 7 35 -9 18 13 12 14 16 -8 -13 -11 -17 21 20 33 28 25 -24 -25 26 -23 -21 30 -30 31 -1 -32 34 -20 -3 right_child=1 2 -4 4 -6 -7 11 8 -10 10 -12 15 -14 -15 -16 17 -18 -19 19 27 -22 22 23 24 -26 -27 -28 -29 29 -31 32 -33 -34 -35 -36 -37 leaf_value=0.026429686206097217 19.907384456634524 -0.43060966481180751 -17.791194196701049 -6.6541769581574659 10.600248822298918 0.6735197085425968 0.36265582789545475 -9.2528695580267151 -0.63302344202995298 -0.94398189820092304 11.822482692718507 -3.3250516359429612 -2.2744508051872252 -3.4466133445739748 5.1429471737146377 1.6106934239268305 2.8947873879671095 -1.3498912273309172 -0.41799734454888565 -1.2565510051591056 2.4904575904846191 -0.46352723217913033 7.735621817906698 3.2273267608656817 -0.39932790193471823 -3.0911621693770095 2.2567670622326079 -3.9406809851394167 0.86000204917712086 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65 74 45 97 49 59 362919 242 186 362677 701 339 315 362 338 56 361976 66 361910 78688 283222 161 131 61 cat_boundaries=0 5 6 12 cat_threshold=1048576 0 0 1073741824 16384 2848 67141888 1208057888 1053696 38076961 16784896 4028634208 is_linear=0 shrinkage=0.01 Tree=529 num_leaves=37 num_cat=3 split_feature=0 25 2 2 2 3 2 0 6 17 1 13 5 1 4 1 8 2 4 0 1 3 3 24 0 0 5 3 5 2 13 4 5 25 8 1 split_gain=2.73122e+06 5.46383e+07 7.11942e+07 4.8138e+07 3.71388e+07 6.11364e+06 3.62124e+06 7.5651e+06 3.40884e+06 2.43995e+07 2.74469e+06 3.35765e+06 2.6869e+06 2.51836e+06 2.01003e+06 1.70957e+06 1.13571e+06 1.05915e+06 2.66063e+06 1.88086e+06 1.16334e+06 5.82595e+06 1.02811e+07 9.52766e+06 1.71777e+06 1.42845e+06 988566 833199 3.72182e+06 860175 735918 776690 678635 2.43728e+06 721498 8020.87 threshold=1836.963 0 2593.0505000000003 73.663000000000025 2593.0505000000003 1854.9329420000001 52.508000000000003 2773.7250000000004 2871.8940000000007 86.454999999999998 860.12500000000011 146.06049000000004 992.2919965000001 194.40750000000003 726.06900000000007 20.430175000000002 576.55500000000018 1800.6974500000001 970.01225000000011 885.78750000000014 1097.7209 86.826000000000022 155.98310000000001 1 1114.9175000000002 688.40820000000008 1121.68056 2692.2960000000003 139.80500000000004 19.645125000000004 222.14750000000001 195.67150000000001 543.59225000000015 2 1926.0125000000005 14.954500000000001 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 1 2 2 2 2 2 2 2 2 2 9 2 2 left_child=8 3 6 -2 5 -5 7 35 17 12 11 13 15 -8 -12 -10 -16 20 19 30 27 24 -23 -24 25 -22 -20 32 29 -29 31 -19 34 -34 -1 -3 right_child=1 2 -4 4 -6 -7 10 -9 9 -11 14 -13 -14 -15 16 -17 -18 18 26 -21 21 22 23 -25 -26 -27 -28 28 -30 -31 -32 -33 33 -35 -36 -37 leaf_value=-0.0016760925268866744 19.708310890197755 -0.23301208489819578 -17.613282414754234 -6.5876350663258485 10.494246726758552 0.6667843119303386 0.35902929969455882 -5.4365672952478592 -0.93454206766753356 11.704258003234864 -3.2918011434454666 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-0.475129 -0.29157 -2.57263 -0.000692016 -1.12417 0.73015 -0.48261 -0.806149 -0.000487133 0.196983 -0.00143672 -0.322223 internal_weight=0 408 308 100 80 47 278 116 363013 94 162 65 74 45 97 49 59 362919 242 186 362677 701 339 315 362 338 56 361976 66 41 161 131 361910 1732 360178 61 internal_count=363421 408 308 100 80 47 278 116 363013 94 162 65 74 45 97 49 59 362919 242 186 362677 701 339 315 362 338 56 361976 66 41 161 131 361910 1732 360178 61 cat_boundaries=0 5 6 11 cat_threshold=1048576 0 0 1073741824 16384 2848 136577024 1207960576 528384 0 4096 is_linear=0 shrinkage=0.01 Tree=530 num_leaves=34 num_cat=1 split_feature=3 15 12 9 2 5 0 2 3 26 8 2 0 12 2 1 2 20 0 2 5 5 2 20 3 8 1 25 10 2 0 0 12 split_gain=8.8051e+06 3.56213e+07 8.48048e+07 1.44767e+07 1.52773e+07 9.76839e+06 3.52708e+06 1.07918e+07 1.76004e+07 7.87162e+06 5.67587e+06 2.81099e+06 1.23504e+06 2.83367e+06 4.11273e+06 4.63631e+06 7.24403e+06 2.35349e+06 7.56648e+06 1.96278e+06 3.65874e+06 1.88e+06 1.84178e+06 1.5466e+06 1.2304e+06 1.02846e+06 818858 4.92097e+06 908955 793225 770738 643980 127148 threshold=2692.2960000000003 30.768750000000004 85.539750000000012 300.85418000000004 1444.3300000000002 1530.4632000000001 2773.7250000000004 26.254000000000001 292.91330000000005 2022.5000000000002 818.62500000000011 168.95750000000001 1266.1895000000002 7.2255000000000011 197.43915000000001 1097.7209 1444.3300000000002 1756.0800000000002 119.54875000000003 1800.6974500000001 1287.5327000000002 299.80000000000007 1800.6974500000001 1.0000000180025095e-35 507.85850000000005 998.8850000000001 1097.7209 0 1797.2975000000001 23.800700000000003 1836.963 562.18200000000013 3.7980000000000005 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 9 2 2 2 2 2 left_child=6 2 3 4 11 -3 12 9 -9 -8 -10 -2 17 14 29 16 -16 19 32 26 24 -17 23 25 -21 -15 28 -28 -1 30 -14 -22 -19 right_child=1 5 -4 -5 -6 -7 7 8 10 -11 -12 -13 13 22 15 21 -18 18 -20 20 31 -23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=-0.00036372873686382263 2.0572070133686067 -1.0209040667414666 23.225852692013696 -5.7750591875159225 9.059014017170874 -10.904419765472412 -8.462950764973959 6.4257711783322415 -6.3309905426025388 -1.0905951931859765 0.12060250854492187 -2.4701339260737103 -0.99944624413000915 -2.3801554259501008 1.1618758365086148 -2.76167995979046 7.7878240738596229 0.090341148745889457 7.0177653684616086 -0.82349897992342036 -4.726476115313444 0.6813120547022139 -4.3544804128011068 0.75169510900974279 0.97834308336365894 -0.21893793413715978 2.2718281278524315 -0.047430871814044553 0.8173163198723512 -2.2764526696638629 0.30873685322701933 -2.3068974984775887 -0.9892549468278885 leaf_weight=361307 32 20 21 23 29 20 30 33 25 28 30 24 152 76 77 29 21 24 20 133 22 35 21 32 53 31 101 526 136 33 64 22 20 leaf_count=361307 32 20 21 23 29 20 30 33 25 28 30 24 152 76 77 29 21 24 20 133 22 35 21 32 53 31 101 526 136 33 64 22 20 internal_value=0 2.28206 4.83857 1.26326 3.16775 -5.96266 -0.00103502 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1.31138e+06 892897 2.7265e+06 797295 750636 673890 637135 88595.7 threshold=2692.2960000000003 86.379500000000021 2632.2792750000003 45.765000000000008 2022.5000000000002 1800.6974500000001 2632.2792750000003 1280.8870000000004 1889.5600000000002 1287.5327000000002 959.97700000000009 1926.0125000000005 1461.4925000000003 586.56060000000014 103.99000000000001 1913.0125000000005 957.78375000000017 361.38350000000008 397.76814000000007 511.91625000000005 2779.5510000000008 168.95750000000001 2640.1488000000004 358.75150000000002 2022.5000000000002 826.40400000000011 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=5 2 3 4 -2 11 7 8 9 10 -7 15 13 14 24 20 17 18 -17 -19 22 26 25 -15 -13 -1 -22 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 12 -14 23 -16 16 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.00058291373592433862 3.664143834236341 -6.7865639348711282 20.373335886988148 -3.2444369120628411 0.44987550806116178 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186 155 100 55 362404 89 362315 42 81 362276 56 internal_count=363250 169 134 105 66 363081 319 294 264 244 208 362762 172 146 104 362590 186 155 100 55 362404 89 362315 42 81 362276 56 is_linear=0 shrinkage=0.01 Tree=532 num_leaves=33 num_cat=2 split_feature=3 16 4 0 5 0 2 3 26 9 5 0 24 3 1 4 13 17 3 2 5 4 1 25 15 1 4 16 10 9 15 0 split_gain=8.45814e+06 3.5401e+07 8.99956e+07 6.13584e+06 5.52119e+06 3.44376e+06 1.05972e+07 1.72414e+07 7.71517e+06 4.15827e+06 2.58626e+06 1.2055e+06 3.38721e+06 4.82605e+06 2.62697e+06 4.27747e+06 2.06752e+06 1.47252e+06 1.35282e+07 2.03727e+06 3.61157e+06 1.30571e+06 1.15278e+06 4.9232e+06 1.13696e+06 1.0785e+06 1.52686e+06 1.03704e+06 699914 647950 641581 378821 threshold=2692.2960000000003 86.379500000000021 2632.2792750000003 1836.963 575.25150000000008 2773.7250000000004 26.254000000000001 292.91330000000005 2022.5000000000002 981.55950000000007 7.2831999999999999 1266.1895000000002 0 1278.9218000000003 786.48464000000001 58.916475000000013 605.03964000000008 1268.0600000000002 870.71080000000018 1800.6974500000001 1287.5327000000002 1291.5535000000002 1097.7209 1 521.50900000000013 1891.4572200000002 2.6675550000000006 283.34200000000004 1797.2975000000001 1103.8800000000003 1797.3406500000003 562.18200000000013 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 9 2 2 2 2 2 2 2 2 left_child=5 2 3 4 10 11 8 -8 -7 -9 -2 17 13 14 15 -13 25 19 24 22 21 -21 28 -24 27 26 -14 -19 -1 -18 -26 -22 right_child=1 -3 -4 -5 -6 6 7 9 -10 -11 -12 12 16 -15 -16 -17 29 18 -20 20 31 -23 23 -25 30 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.00055912091641400531 1.6722355684552874 -6.7186983898707799 20.169603109030888 -3.7398907252720428 5.9604885337569504 -8.3785877043406174 6.3650734554637562 -5.1090504002571109 -1.0798589258960316 0.46535823987877889 -2.8356002349853515 -0.96412180324395491 0.0051798693566095268 4.6849323018391926 -2.1292862378633939 3.5604918799529206 -3.9731640071135303 -0.18701589371476854 7.4445456096861093 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169 134 105 77 363081 146 88 58 55 55 362935 571 151 124 85 420 362364 208 362156 223 183 361933 615 181 374 344 120 361318 46 61 40 cat_boundaries=0 1 7 cat_threshold=3136 512 134217728 320 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=533 num_leaves=29 num_cat=3 split_feature=3 16 4 8 0 2 3 8 2 0 24 3 1 7 14 25 20 0 1 2 4 2 1 25 10 3 10 16 split_gain=8.28982e+06 3.46965e+07 8.82047e+07 7.51713e+06 3.37524e+06 1.03863e+07 1.68983e+07 5.48314e+06 1.57999e+06 1.18151e+06 3.3198e+06 4.73001e+06 2.57469e+06 5.39377e+06 2.41031e+06 2.29912e+06 2.29598e+06 7.38478e+06 2.2013e+06 1.87539e+06 3.39173e+06 1.83401e+06 782222 4.74521e+06 869706 746548 392920 141762 threshold=2692.2960000000003 86.379500000000021 2632.2792750000003 45.765000000000008 2773.7250000000004 26.254000000000001 292.91330000000005 818.62500000000011 22.573000000000004 1266.1895000000002 0 1278.9218000000003 786.48464000000001 46.839000000000006 901.40207500000008 1 1756.0800000000002 119.54875000000003 1256.4300000000001 1800.6974500000001 1291.5535000000002 197.43915000000001 1097.7209 2 1797.2975000000001 476.54200000000009 18.676500000000001 220.33250000000004 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 left_child=4 2 3 8 9 -6 -7 -8 -2 16 11 12 13 -11 15 21 19 27 -17 22 25 -12 24 -24 -1 -21 -22 -18 right_child=1 -3 -4 -5 5 6 7 -9 -10 10 14 -13 -14 -15 -16 18 17 -19 -20 20 26 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.0003495743097847757 0.5204981013706752 -6.6515114059448237 19.967906409954203 -3.2145660695357203 -4.8065128083064641 6.3014228455948107 -6.2089432754516602 0.13216881306966147 3.6511020600168331 -0.91326298978593612 -1.0609228052726158 4.6380829973574036 -2.1079934081053122 4.3200629529645367 -3.474833416938782 -1.0388463051954107 0.12220840271407118 6.9325866789817816 -4.2448170741399132 -0.7493649929016829 -2.5437236380577088 1.1054092495782035 2.2292343324154347 -0.048174929983580292 0.79948189752943377 0.61025851201202908 -4.4602175290584567 -1.0177418601512909 leaf_weight=361307 28 35 29 39 58 33 25 30 38 54 65 27 39 31 34 199 24 20 24 128 23 98 101 526 136 59 20 20 leaf_count=361307 28 35 29 39 58 33 25 30 38 54 65 27 39 31 34 199 24 20 24 128 23 98 101 526 136 59 20 20 internal_value=0 2.21428 4.52998 0.266169 -0.00100306 -1.52116 0.644187 -2.75015 2.32297 -0.000391537 -0.454918 0.792685 0.0193065 0.995362 -0.900884 -0.697502 0.000324689 1.89422 -1.32449 -9.86564e-06 -0.902711 0.227573 0.000563563 0.353466 -4.86221e-05 -0.320393 -3.43512 -0.395951 internal_weight=0 169 134 105 363081 146 88 55 66 362935 571 151 124 85 420 386 362364 64 223 362300 230 163 362070 627 361443 187 43 44 internal_count=363250 169 134 105 363081 146 88 55 66 362935 571 151 124 85 420 386 362364 64 223 362300 230 163 362070 627 361443 187 43 44 cat_boundaries=0 1 7 13 cat_threshold=3136 33280 0 0 1073741824 2097152 2147483648 512 0 320 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=534 num_leaves=30 num_cat=0 split_feature=3 17 4 8 5 26 2 4 13 9 5 1 8 1 4 1 6 2 7 5 5 1 2 10 4 1 26 11 26 split_gain=8.12485e+06 2.80217e+07 7.40651e+07 8.1422e+06 6.8904e+06 1.75176e+06 1.14891e+06 5.59662e+06 3.39221e+06 3.97414e+06 3.76973e+06 1.38345e+06 1.07704e+06 1.89357e+06 1.88919e+06 1.50933e+06 972520 4.98119e+06 1.32327e+06 6.11437e+06 1.27856e+06 865651 2.65807e+06 734719 694478 2.25157e+06 659010 648604 88910.3 threshold=2692.2960000000003 164.97000000000003 2632.2792750000003 45.765000000000008 1287.5327000000002 2022.5000000000002 1800.6974500000001 2632.2792750000003 1280.8870000000004 1889.5600000000002 1287.5327000000002 959.97700000000009 1926.0125000000005 1461.4925000000003 586.56060000000014 103.99000000000001 1913.0125000000005 957.78375000000017 361.38350000000008 397.76814000000007 511.91625000000005 2779.5510000000008 168.95750000000001 358.75150000000002 1517.5820000000001 860.12500000000011 2022.5000000000002 826.40400000000011 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 left_child=6 2 3 5 -5 -2 12 8 9 10 11 -8 16 14 15 26 21 18 19 -18 -20 24 28 -16 27 -26 -14 -1 -23 right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12 -13 13 -15 23 -17 17 -19 20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 leaf_value=-0.00080064223071407844 3.6020622595762597 -7.3574568605422979 17.332148977518081 0.39125218018241548 -7.6343469837903983 0.3567184093080718 0.7841776003975135 -5.143112498474121 -3.4010791180928552 4.4329602182209493 -3.1915138942665524 -1.0992552970005915 1.8611946736211362 3.2770360495493964 -0.054937176227569585 3.3315344511944311 -0.71410698733831712 4.3813404993857112 0.41453808317184448 5.0756903604666395 -2.6475106724103292 0.76732987330510072 -3.2385732997547496 -2.7031863628734243 0.060308117569771953 2.3097764611677691 -0.13917686569279639 -0.32194302154911891 -0.031625847180684404 leaf_weight=361397 39 26 32 23 20 29 156 25 30 20 36 52 23 26 20 23 76 31 25 24 30 26 33 22 233 55 58 630 30 leaf_count=361397 39 26 32 23 20 29 156 25 30 20 36 52 23 26 20 23 76 31 25 24 30 26 33 22 233 55 58 630 30 internal_value=0 2.19214 3.92843 0.0642984 -3.34158 2.21802 -0.000992428 -0.600862 -0.214616 0.147482 -0.203787 0.313319 -0.000464924 0.790666 0.347888 1.07077 -0.000840209 0.722065 -0.00978987 0.675444 -1.25567 -0.00121123 -0.987316 -1.44212 -0.000969003 0.489894 0.42883 -0.00135949 0.339318 internal_weight=0 169 143 111 43 68 363081 319 294 264 244 208 362762 172 146 104 362590 186 155 100 55 362404 89 42 362315 288 81 362027 56 internal_count=363250 169 143 111 43 68 363081 319 294 264 244 208 362762 172 146 104 362590 186 155 100 55 362404 89 42 362315 288 81 362027 56 is_linear=0 shrinkage=0.01 Tree=535 num_leaves=34 num_cat=5 split_feature=0 5 1 12 1 4 3 12 5 17 3 3 26 14 7 24 3 0 3 25 1 12 1 5 25 25 1 7 5 25 26 3 17 split_gain=4.44822e+06 2.79136e+07 6.10745e+07 1.72041e+07 3.22415e+07 4.94672e+06 1.38685e+07 2.40065e+06 6.58478e+06 1.87914e+06 1.10056e+07 1.27299e+06 2.32042e+06 1.22624e+06 2.93938e+06 939388 2.61383e+06 1.3537e+06 1.21748e+06 4.19086e+06 6.21638e+06 2.81982e+06 1.66251e+06 1.16999e+06 961495 722362 677074 612219 526038 476746 472145 167292 9496.57 threshold=2773.7250000000004 95.88300000000001 1891.4572200000002 439.66800000000001 1891.4572200000002 2632.2792750000003 1854.9329420000001 28.873500000000003 284.82500000000005 1471.0585000000003 1278.9218000000003 6.8730000000000002 2022.5000000000002 73.027707000000007 8.5500000000000025 0 745.12500000000011 81.929500000000019 314.62380000000002 1 1461.4925000000003 679.73250000000019 2779.5510000000008 7.7340000000000009 2 3 240.95750000000001 164.82050000000001 483.99125000000009 4 2022.5000000000002 103.52400000000002 1772.4296500000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 9 9 2 2 2 9 2 2 2 left_child=5 2 11 4 -3 9 7 8 31 15 13 12 -2 14 32 16 17 29 22 20 -20 -21 25 -18 -19 -17 -25 -15 -29 -1 -24 -7 -11 right_child=1 3 -4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 27 -16 18 23 24 19 21 -22 -23 30 26 -26 -27 -28 28 -30 -31 -32 -33 -34 leaf_value=-0.168742833254904 3.4028712262047662 0.12451457977294922 20.378542492503211 2.6767315862117669 -15.725810089111329 -0.63259041375127334 -8.0444767655997449 -2.3907384131936467 5.6911551418304445 -0.345540216196151 7.8265015020824613 -1.0534354648590087 -0.84538867950439456 0.26871390717871046 4.2095937116940814 0.16088795029436312 0.080315523476436224 -0.71065289219863981 0.36289817332656532 -0.079095738126071929 2.8720319739671858 -1.8083144254684447 -2.719031060791016 -1.044784528357642 -0.14893264219308969 0.0015977047628676867 -3.0014887099464733 -0.43153180039447286 -2.5702808002803637 -0.021329340628795747 -0.90871508850770844 -1.8214245748519897 -0.076551655360630577 leaf_weight=2384 36 33 21 39 21 29 29 34 20 21 21 20 20 34 21 2862 29 484 1952 1655 104 100 25 28 843 326220 48 23 23 26384 34 20 35 leaf_count=2384 36 33 21 39 21 29 29 34 20 21 21 20 20 34 21 2862 29 484 1952 1655 104 100 25 28 843 326220 48 23 23 26384 34 20 35 internal_value=0 1.53019 5.28326 -2.38431 -6.0395 -0.000299599 -1.9358 -0.21588 0.85579 0.00040358 1.02762 1.1122 1.88564 0.118219 1.01904 -9.99149e-05 -0.0534934 -0.0480159 0.00474454 0.182454 0.487448 -0.17662 0.00268705 -1.62854 -0.360288 0.00298798 -2.2806 -0.748818 -1.50091 -0.0336115 -1.6758 -1.11783 -0.177422 internal_weight=0 190 97 93 54 363462 132 103 69 363330 178 76 56 157 77 363152 30200 30095 332952 3811 2056 1755 329141 105 1327 329082 76 80 46 28768 59 49 56 internal_count=363652 190 97 93 54 363462 132 103 69 363330 178 76 56 157 77 363152 30200 30095 332952 3811 2056 1755 329141 105 1327 329082 76 80 46 28768 59 49 56 cat_boundaries=0 1 7 13 19 25 cat_threshold=128 2212896 142705728 201855317 67108864 2098176 3 9469952 0 134746448 1073741824 2098176 1 2147483648 0 0 4194304 2176 268439592 1083179008 360452 268437585 1178681600 272633344 1568 is_linear=0 shrinkage=0.01 Tree=536 num_leaves=34 num_cat=1 split_feature=0 5 1 8 1 4 3 2 2 5 7 17 3 8 24 3 0 3 26 1 10 1 5 15 3 13 2 1 15 26 9 26 12 split_gain=4.3597e+06 2.73581e+07 5.98591e+07 2.65278e+07 7.17269e+07 4.84828e+06 1.35925e+07 3.72882e+06 2.83442e+06 3.21332e+06 2.75052e+06 1.84175e+06 1.07866e+07 1.7658e+06 920806 2.5618e+06 1.32729e+06 1.19325e+06 2.815e+06 7.17857e+06 1.90859e+06 1.62943e+06 1.14671e+06 815311 1.7319e+06 753441 713261 663600 476110 462750 404070 58258.9 42154.9 threshold=2773.7250000000004 95.88300000000001 1891.4572200000002 2877.4750000000008 1891.4572200000002 2632.2792750000003 1854.9329420000001 26.254000000000001 215.24100000000001 127.18391600000002 987.73900000000015 1471.0585000000003 1278.9218000000003 576.55500000000018 0 745.12500000000011 81.929500000000019 314.62380000000002 2022.5000000000002 1461.4925000000003 108.78000000000002 2779.5510000000008 7.7340000000000009 485.12750000000005 148.57200000000003 274.4500000000001 2593.0505000000003 240.95750000000001 1797.3406500000003 2022.5000000000002 406.08214000000004 2022.5000000000002 2.1650000000000005 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 7 4 13 11 8 31 9 -7 -10 14 23 -3 15 16 30 21 19 -19 -20 26 -17 24 32 -18 -16 -24 -25 -23 -1 -2 -13 right_child=1 3 -4 -5 -6 6 -8 -9 10 -11 -12 12 -14 -15 17 22 25 18 20 -21 -22 29 27 28 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.031200101187639575 -0.13912138223648071 -0.53727829673073513 20.174757086208889 5.5736820562954605 -21.104336097353979 -0.45237715464371903 -7.9640320613466464 4.361502455870311 -4.4170498418807984 4.4777203693389893 0.60421168708801265 0.026285974582036339 7.748236510867164 3.5167286738895234 0.0027660804034691663 0.079512404080094953 -0.29480665980330995 0.34931393599667154 -0.3029811095441633 3.4246885841488837 0.28401567264650829 -2.6918406982421876 -1.0343366828986578 -1.5620517775671823 2.8812923827538124 -1.2733611130075795 1.1314367608513149 -2.9714737966656686 0.31529994877901946 -0.89962794836829685 -0.70986012903126805 -0.82712817955017093 -0.51115176641941074 leaf_weight=28680 32 22 21 29 21 39 29 24 24 20 20 54 21 21 329026 29 1243 1481 1264 80 986 25 28 35 26 84 56 48 22 34 88 20 20 leaf_count=28680 32 22 21 29 21 39 29 24 24 20 20 54 21 21 329026 29 1243 1481 1264 80 986 25 28 35 26 84 56 48 22 34 88 20 20 internal_value=0 1.51489 5.23043 -2.36046 -5.95562 -0.000296847 -1.91644 1.10107 -0.213721 1.21884 -2.13466 0.0003993 1.01735 1.44259 -9.91598e-05 -0.0529619 -0.0475392 0.00469714 0.18063 0.506924 -0.0457461 0.00266023 -1.61225 0.117037 0.6611 -0.35675 0.00295815 -2.25779 -0.83746 -1.65904 -0.0332761 -0.403739 -0.118967 internal_weight=0 190 97 93 64 363462 132 76 103 59 44 363330 178 43 363152 30200 30095 332952 3811 1561 2250 329141 105 157 100 1327 329082 76 57 59 28768 52 74 internal_count=363652 190 97 93 64 363462 132 76 103 59 44 363330 178 43 363152 30200 30095 332952 3811 1561 2250 329141 105 157 100 1327 329082 76 57 59 28768 52 74 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.01 Tree=537 num_leaves=26 num_cat=1 split_feature=5 11 2 1 5 2 2 26 2 7 2 14 9 14 1 14 5 13 6 24 4 4 13 11 4 split_gain=2.9044e+06 1.26e+07 3.76444e+07 4.61877e+06 2.98294e+07 2.75553e+07 5.38329e+06 5.02956e+06 4.38932e+06 5.20968e+06 1.72214e+06 1.04769e+06 2.88199e+06 1.41914e+06 2.32818e+06 1.51973e+06 3.82078e+06 834292 812247 793662 4.47951e+06 3.18827e+06 740724 105075 81237.6 threshold=2763.7525000000005 2995.7383125000001 2593.0505000000003 2779.5510000000008 14.489570000000002 863.30000000000007 1444.3300000000002 2022.5000000000002 621.21800000000007 267.36250000000007 365.68050000000005 2857.2975000000001 479.07240500000006 1541.2800000000002 7.7340000000000009 1151.8115000000003 992.2919965000001 889.25750000000005 571.28500000000008 0 2632.2792750000003 2632.2792750000003 683.01949999999999 153.34875000000002 9.1375000000000011 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=3 2 8 11 5 7 10 -5 9 24 -6 13 -13 15 23 19 22 18 -16 21 -21 -1 -17 -15 -2 right_child=1 -3 -4 4 6 -7 -8 -9 -10 -11 -12 12 -14 14 17 16 -18 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.018153748798698199 -0.73411640326182048 4.0289282047047337 -13.280397157315853 5.5383728210449217 -2.8036289472579954 16.328108661651612 -6.6440481842041015 -0.87058204889297486 -3.1650233591013945 5.766550586700439 1.3462398128509523 -0.71509342292259481 3.9695801933606463 0.65856196119430221 -1.833677520568554 0.7570006541399793 4.5805646058082576 -0.96660310533311633 -4.5142119712829594 0.013418111321339292 -2.7660432078920567 2.5867756104215665 -1.0196516287326813 -0.19227238314492362 0.097566898594731874 leaf_weight=150932 24 34 27 25 20 20 25 24 29 20 20 29 24 47 26 88 25 36 20 211976 58 47 32 21 23 leaf_count=150932 24 34 27 25 20 20 25 24 29 20 20 29 24 47 26 88 25 36 20 211976 58 47 32 21 23 internal_value=0 -1.35934 -2.84878 0.00107719 1.8573 6.43663 -3.00383 2.39929 0.0851102 1.49188 -0.728695 0.000392652 1.40627 0.000187561 -0.972286 0.000589234 1.02415 -2.1068 -2.99913 0.00018039 0.0126572 -0.0173417 0.283227 0.395804 -0.327122 internal_weight=0 157 123 363495 134 69 65 49 96 67 40 363361 53 363308 150 363158 145 82 46 363013 212034 150979 120 68 47 internal_count=363652 157 123 363495 134 69 65 49 96 67 40 363361 53 363308 150 363158 145 82 46 363013 212034 150979 120 68 47 cat_boundaries=0 1 cat_threshold=2760 is_linear=0 shrinkage=0.01 Tree=538 num_leaves=34 num_cat=2 split_feature=0 5 1 12 1 4 3 2 2 5 17 3 14 6 24 3 0 3 26 1 1 24 5 14 12 1 3 5 11 26 9 26 17 split_gain=4.25078e+06 2.66303e+07 5.81748e+07 1.64573e+07 3.06987e+07 4.72355e+06 1.32423e+07 3.6537e+06 2.76212e+06 3.14211e+06 1.80732e+06 1.0576e+07 1.19853e+06 2.86774e+06 895347 2.49516e+06 1.30002e+06 1.17073e+06 2.75773e+06 7.04148e+06 1.62988e+06 1.44592e+06 1.11704e+06 843707 704033 644540 600799 577422 1.02747e+06 498147 396526 57444.7 608.447 threshold=2773.7250000000004 95.88300000000001 1891.4572200000002 439.66800000000001 1891.4572200000002 2632.2792750000003 1854.9329420000001 26.254000000000001 215.24100000000001 127.18391600000002 1471.0585000000003 1278.9218000000003 73.027707000000007 59.756000000000022 0 745.12500000000011 81.929500000000019 314.62380000000002 2022.5000000000002 1461.4925000000003 2779.5510000000008 1 7.7340000000000009 824.98750000000007 160.43690000000001 240.95750000000001 974.18930000000012 483.99125000000009 187.85410000000005 2022.5000000000002 406.08214000000004 2022.5000000000002 1772.4296500000003 decision_type=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 left_child=5 2 7 4 -3 10 8 31 9 -7 14 12 13 32 15 16 30 20 19 -19 24 -20 -17 -18 -16 -24 -10 28 -14 -22 -1 -2 -12 right_child=1 3 -4 -5 -6 6 -8 -9 26 -11 11 -13 27 -15 17 22 23 18 21 -21 29 -23 25 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.030706106532249644 -0.13603852093219757 0.11214392575350673 19.894191482180641 2.6223537437732403 -15.354297594342913 -0.44941203154050385 -7.8608162518205313 4.3181979203224179 -3.1739801496267321 4.4257513828277588 -0.17456163302063943 7.6726340829758417 -1.3536202487548192 4.2648645911216736 0.0014016278411558712 0.078631515502929683 -0.32015797722499495 0.34575066082023592 -0.47865950208352004 3.3916185465604065 -2.7308960327148437 0.10207420553520041 -1.0224828706468854 -2.2949192411249335 0.14507039051566709 -2.9315979230403899 -0.82721142005920412 -1.9311779827541775 1.4556738969554073 -0.87140020118040196 -0.70300079096447332 -0.81922082901000981 -0.1083877966259465 leaf_weight=28680 32 33 21 39 21 39 29 24 24 20 24 21 30 20 325635 29 1305 1481 564 80 25 1686 28 22 3447 48 20 27 23 34 88 20 33 leaf_count=28680 32 33 21 39 21 39 29 24 24 20 24 21 30 20 325635 29 1305 1481 564 80 25 1686 28 22 3447 48 20 27 23 34 88 20 33 internal_value=0 1.49584 5.16162 -2.32761 -5.90258 -0.000296742 -1.89163 1.09078 -0.210988 1.20319 0.000390392 1.00779 0.116313 1.0069 -0.000103387 -0.0522302 -0.0468785 0.00462614 0.178891 0.501849 0.00260854 -0.0451701 -1.5911 -0.352897 0.0029065 -2.22824 -2.10727 -0.740874 -0.134493 -1.65932 -0.0327626 -0.398801 -0.13625 internal_weight=0 190 97 93 54 363462 132 76 103 59 363330 178 157 77 363152 30200 30095 332952 3811 1561 329141 2250 105 1327 329082 76 44 80 53 59 28768 52 57 internal_count=363652 190 97 93 54 363462 132 76 103 59 363330 178 157 77 363152 30200 30095 332952 3811 1561 329141 2250 105 1327 329082 76 44 80 53 59 28768 52 57 cat_boundaries=0 1 2 cat_threshold=128 1096 is_linear=0 shrinkage=0.01 Tree=539 num_leaves=22 num_cat=1 split_feature=0 5 8 3 2 8 7 8 3 15 0 6 12 2 11 9 16 2 21 0 24 split_gain=4.16619e+06 2.61003e+07 2.57414e+07 5.59774e+07 2.16642e+07 4.36291e+06 1.15656e+07 3.75297e+06 3.12503e+06 1.46497e+06 7.059e+06 1.1016e+06 933718 3.78322e+06 1.86818e+06 5.43328e+06 1.35773e+06 2.60792e+06 1.14196e+06 1.95161e+06 759095 threshold=2773.7250000000004 95.88300000000001 2877.4750000000008 2692.2960000000003 1444.3300000000002 2877.4750000000008 1489.0961200000002 576.55500000000018 6.8730000000000002 2640.1488000000004 41.396325000000012 797.20500000000004 1922.9850000000004 863.30000000000007 2995.7383125000001 191.88525000000004 214.94750000000002 22.573000000000004 734.08380000000011 531.67662500000017 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=5 4 3 7 8 9 11 -3 -2 12 -11 -7 14 16 18 -16 17 -14 20 -20 -1 right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12 -13 13 -15 15 -17 -18 -19 19 -21 -22 leaf_value=-0.047542585557165486 3.9351236772537233 -2.4610393350774591 5.5113225844810749 -19.7174402923584 14.382901762008666 1.2508686519280459 -7.5320436668395994 3.3800133046236902 -0.58831504821777347 -1.02878670612971 6.3808931236267084 -1.6357602229118349 -0.53314850952265391 -3.8985262975385115 -0.87045472492330844 5.9538377919197085 -1.823325002023152 3.3335145788926344 -0.30527513207300849 -2.941977115238414 0.0048129620306253682 leaf_weight=30197 56 22 29 20 20 39 28 22 21 36 20 20 53 31 28 20 28 26 161 34 332741 leaf_count=30197 56 22 29 20 20 39 28 22 21 36 20 20 53 31 28 20 28 26 161 34 332741 internal_value=0 1.48088 -2.30433 -5.8458 5.11 -0.000293878 -2.23941 0.459487 2.70146 0.000242216 1.61753 0.27235 -7.06364e-06 -0.822412 0.00030543 1.973 0.0687982 0.739424 4.46738e-05 -0.765008 0.000455723 internal_weight=0 190 93 64 97 363462 87 44 77 363375 56 59 363319 138 363181 48 107 79 363133 195 362938 internal_count=363652 190 93 64 97 363462 87 44 77 363375 56 59 363319 138 363181 48 107 79 363133 195 362938 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.01 Tree=540 num_leaves=30 num_cat=2 split_feature=5 8 6 0 1 0 2 13 0 7 9 6 12 6 21 2 1 0 24 26 15 0 26 14 24 0 1 6 2 split_gain=4.2838e+06 2.72312e+07 1.65795e+07 1.20804e+07 6.86398e+06 1.62844e+07 6.36836e+06 2.76534e+06 2.45084e+06 2.18012e+06 1.06244e+06 2.05172e+06 2.48275e+06 1.45994e+06 7.63991e+06 3.30876e+06 2.16693e+06 1.20184e+06 1.25795e+07 9.6311e+06 3.16902e+06 919730 825802 805983 649803 1.68993e+06 939789 514650 31518.8 threshold=2763.7525000000005 2877.4750000000008 1520.8892800000003 988.99750000000006 2779.5510000000008 2773.7250000000004 1800.6974500000001 18.603000000000005 22.611000000000004 308.54480000000007 1889.5600000000002 1520.8892800000003 729.25800000000015 1913.0125000000005 2.6515000000000004 1254.2925000000002 959.97700000000009 1836.963 0 2022.5000000000002 166.66250000000002 1114.9175000000002 2022.5000000000002 189.65970000000004 1 257.57200000000006 19.090500000000002 165.03000000000003 484.73415000000006 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 1 2 2 2 2 left_child=4 2 3 7 10 6 8 22 -6 28 13 12 23 17 15 16 -15 24 19 -19 -20 -13 -2 27 25 -1 -26 -12 -10 right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 11 21 -14 14 -16 -17 -18 18 20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 leaf_value=-0.03526337532314102 2.5834219307899473 9.7213471245043213 -6.9733966875076296 8.4627224330902102 2.7563810416190853 -9.7219268782933561 -5.75922220993042 -3.1829962050396463 -1.7857721815109253 1.9124387377784364 -1.0275833268412229 -3.8171694695032561 2.078610915106696 0.065664605921314609 6.7216961631774907 3.2753382602642325 -3.48147483253479 4.9318371025906051 -2.243916590664838 -1.0075825241804122 1.7634787654876709 -1.0034378215244839 -0.057903805436759159 -2.6844261015029178 -0.0013450811353142593 -0.63217506563762416 0.059868637867280895 0.64377562558209445 -2.3471882028579709 leaf_weight=29670 20 33 30 20 31 24 20 23 20 21 58 26 37 124 20 29 20 86 111 40 24 21 29 21 305306 482 27325 27 20 leaf_count=29670 20 33 30 20 31 24 20 23 20 21 58 26 37 124 20 29 20 86 111 40 24 21 29 21 305306 482 27325 27 20 internal_value=0 1.66218 -0.517763 1.58733 -0.00062787 -2.24677 -0.644952 -0.322496 0.466846 -0.696688 0.000212672 -0.747373 -0.151624 0.000603715 0.870112 0.193628 -0.426994 0.00014147 0.678481 2.82231 -1.42587 -2.55997 1.02019 -0.930102 -0.000346553 -0.0447906 0.0036834 -0.496681 -2.06648 internal_weight=0 155 122 92 363563 136 112 72 92 61 363427 190 143 363237 193 173 144 363044 261 126 135 47 49 106 362783 30152 332631 85 40 internal_count=363718 155 122 92 363563 136 112 72 92 61 363427 190 143 363237 193 173 144 363044 261 126 135 47 49 106 362783 30152 332631 85 40 cat_boundaries=0 1 2 cat_threshold=218 128 is_linear=0 shrinkage=0.01 Tree=541 num_leaves=22 num_cat=2 split_feature=5 8 6 3 1 2 3 19 1 20 12 2 25 7 7 9 10 24 14 6 9 split_gain=4.19855e+06 2.66893e+07 1.62496e+07 1.17487e+07 6.72739e+06 1.36278e+07 3.02827e+06 1.09397e+06 3.46216e+06 1.3618e+06 1.0048e+06 819377 3.21796e+06 4.20982e+06 3.78454e+06 1.10434e+06 765080 733970 703068 651800 398311 threshold=2763.7525000000005 2877.4750000000008 1520.8892800000003 1278.9218000000003 2779.5510000000008 1800.6974500000001 642.60925000000009 1711.5412500000002 315.10000000000008 2447.4425000000006 7.2255000000000011 579.4525000000001 0 1282.0428000000002 1282.0428000000002 1889.5600000000002 543.30775000000006 1 517.63660000000004 19.016000000000002 187.22651400000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 left_child=4 2 3 20 7 6 10 9 16 11 -6 15 13 -13 -14 17 19 -1 -17 -9 -2 right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 -12 12 14 -15 -16 18 -18 -19 -20 -21 -22 leaf_value=0.019633449221867362 -0.10847074630412649 9.6241331065784799 -6.9036627141634623 7.4216312194824221 -2.3997317920128505 -7.7071198575636926 2.0400572126051957 -0.20960769832134246 -4.3566303062438969 2.2890166905808909 0.26809994602203369 0.44024015286647195 -0.015469537772591142 2.8331834880216622 -2.6352552381055108 -0.61545194038029372 -1.6565684495568274 -0.010593074573137705 -2.6540960311889648 2.0654883561134336 -1.7934117517471313 leaf_weight=120607 47 33 30 25 48 34 34 34 24 26 20 796 1119 81 58 87 20 240534 21 20 20 leaf_count=120607 47 33 30 25 48 34 34 34 24 26 20 796 1119 81 58 87 20 240534 21 20 20 internal_value=0 1.64555 -0.512586 1.57146 -0.000621591 -2.2243 -0.396698 0.000210545 -1.0562 0.000495488 -1.61508 0.000331708 0.199496 0.653798 -0.143349 -0.000800703 0.0142127 -0.000498345 -1.01185 0.63302 -0.611438 internal_weight=0 155 122 92 363563 136 102 363427 98 363329 68 363303 2054 877 1177 361249 74 361141 108 54 67 internal_count=363718 155 122 92 363563 136 102 363427 98 363329 68 363303 2054 877 1177 361249 74 361141 108 54 67 cat_boundaries=0 6 7 cat_threshold=2147796480 134284804 16 3145728 2113536 2147483648 23 is_linear=0 shrinkage=0.01 Tree=542 num_leaves=27 num_cat=1 split_feature=8 7 7 1 0 9 0 19 1 26 0 24 0 8 11 0 11 10 9 9 11 26 13 10 0 7 split_gain=2.4462e+06 4.42278e+07 6.93026e+06 6.38847e+06 3.0693e+07 3.21138e+06 2.46342e+06 1.99906e+06 5.48472e+06 1.91325e+06 1.5656e+06 1.24492e+07 9.6009e+06 8.54202e+06 3.84315e+06 3.68335e+06 3.04309e+06 1.50167e+06 4.65364e+06 1.00589e+06 764595 759174 522859 414684 216181 205129 threshold=2877.4750000000008 2690.3565000000003 987.73900000000015 2779.5510000000008 2773.7250000000004 887.33690000000013 1114.9175000000002 1711.5412500000002 786.48464000000001 2022.5000000000002 1266.1895000000002 0 2773.7250000000004 1329.5732400000002 760.25000000000011 2773.7250000000004 184.19410000000002 2855.9890500000006 287.59707500000007 2724.2674800000009 74.737000000000009 2022.5000000000002 605.03964000000008 543.30775000000006 33.393000000000008 44.079150000000006 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 left_child=3 2 21 7 5 6 9 10 23 -5 17 12 16 15 -15 -13 -12 19 -19 20 -1 -2 -21 25 -23 -9 right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 11 13 -14 14 -16 -17 -18 18 -20 22 -22 24 -24 -25 -26 -27 leaf_value=-0.0023746965468868834 -1.440383182707287 12.006432711283367 -5.4378192122323172 2.3424763345718382 -10.752845739126206 3.814990452357701 -2.8840948886871338 -0.22476549407674207 -6.1006882152557376 -0.97622127934506076 2.6693904174059289 -0.25779741995233707 7.6746399269104009 1.0362266387939454 7.2355376586914062 -2.5616606853429009 -0.9794742408106405 -0.85354667425155639 4.7665739895747263 -0.6135124208927154 0.09232123967679895 0.20422993529926647 -2.5620902760823565 -1.4214395292316164 1.6407336111068724 1.0383439351320267 leaf_weight=353826 21 30 35 32 32 21 30 36 20 38 87 378 35 20 20 85 31 34 26 40 8737 22 21 21 20 20 leaf_count=353826 21 30 35 32 32 21 30 36 20 38 87 378 35 20 20 85 31 34 26 40 8737 22 21 21 20 20 internal_value=0 1.38226 -1.87004 -0.000407452 -2.04337 0.259957 -0.4866 0.000452598 -1.43493 0.540898 0.0008358 0.488921 2.88642 -0.291917 4.13588 -0.680753 1.71079 -4.70182e-05 1.58184 -0.000308758 -9.27252e-05 0.112058 -1.28433 -0.223051 0.888279 0.226345 internal_weight=0 128 98 363590 153 121 100 363437 97 70 363340 656 153 503 40 463 118 362684 60 362624 362563 63 61 77 42 56 internal_count=363718 128 98 363590 153 121 100 363437 97 70 363340 656 153 503 40 463 118 362684 60 362624 362563 63 61 77 42 56 cat_boundaries=0 1 cat_threshold=1042 is_linear=0 shrinkage=0.01 Tree=543 num_leaves=32 num_cat=2 split_feature=5 12 6 6 3 4 1 6 5 2 4 10 1 3 3 26 24 12 1 6 14 13 5 14 3 2 26 24 15 4 26 split_gain=4.06817e+06 1.95226e+07 6.2624e+07 1.90609e+07 8.8558e+06 8.20855e+06 1.2894e+07 3.93363e+06 2.1646e+06 2.45478e+06 1.20468e+06 3.55332e+06 1.99902e+06 5.49716e+06 5.05342e+06 3.18824e+06 1.89721e+06 1.86667e+06 6.80121e+06 1.72255e+06 872181 1.79495e+06 1.15727e+06 854641 1.56994e+06 748111 2.29538e+06 772120 721923 497783 35080.3 threshold=2763.7525000000005 152.11795000000004 2871.8940000000007 1295.575 214.42080000000001 2632.2792750000003 1461.4925000000003 1520.8892800000003 1287.5327000000002 215.24100000000001 480.16275000000002 2855.9890500000006 1891.4572200000002 1278.9218000000003 642.60925000000009 2022.5000000000002 0 1280.6000000000004 1097.7209 1520.8892800000003 338.15137500000003 889.25750000000005 763.31500000000017 1541.2800000000002 283.08325000000008 2593.0505000000003 2022.5000000000002 1 857.77150000000006 19.643625000000004 2022.5000000000002 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 1 2 2 2 left_child=5 3 -3 4 29 10 8 -8 9 30 12 16 23 14 15 -14 20 19 -19 -18 22 -22 -12 25 28 27 -27 -1 -25 -2 -7 right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 11 -13 13 -15 -16 -17 17 18 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 -32 leaf_value=0.020068873751707319 0.42717755247045447 -1.7322645166185169 19.997101840064637 -7.570395371048682 7.4863201713562013 -0.40861548805236814 -4.0928241443634032 -10.364689704895021 2.3729338809422083 -4.0648994341763585 -0.30428316572480479 4.0518399969736736 -2.6033714525250424 -5.6184416090923808 4.1821311514718191 0.43657610884611159 0.36233985748184716 -0.61371638958270736 5.9891250082162708 -1.3781474487660297 -2.248516650306327 0.85241783210209432 0.954307577906779 0.18701261233992694 -2.955791785628707 3.1511278947194414 -0.36109533699191348 -0.010944887296663182 -1.8177795422077179 -1.6543019657135012 0.12526437625288964 leaf_weight=120598 27 36 21 31 20 20 20 20 21 22 520 24 69 23 21 69 1570 39 26 59 56 28 85 82 27 30 49 240030 23 20 32 leaf_count=120598 27 36 21 31 20 20 20 20 21 22 520 24 69 23 21 69 1570 39 26 59 56 28 85 82 27 30 49 240030 23 20 32 internal_value=0 1.6198 6.27329 -1.08682 1.91305 -0.000612201 -2.466 -7.22876 -0.460632 -1.26475 0.0003036 0.223278 -0.00118301 -1.04895 -0.38795 -1.0834 0.184719 0.363465 2.02742 0.299302 -0.256309 -1.21487 -0.127456 -0.000654542 -0.805154 -0.000360137 0.97266 -0.000573289 -0.252132 -0.458558 -0.080074 internal_weight=0 155 57 98 67 363563 135 40 95 74 363428 2407 361021 182 159 138 2383 1694 65 1629 689 84 605 360839 132 360707 79 360628 105 47 52 internal_count=363718 155 57 98 67 363563 135 40 95 74 363428 2407 361021 182 159 138 2383 1694 65 1629 689 84 605 360839 132 360707 79 360628 105 47 52 cat_boundaries=0 1 2 cat_threshold=142 23 is_linear=0 shrinkage=0.01 Tree=544 num_leaves=36 num_cat=4 split_feature=5 12 6 6 3 4 2 11 4 25 3 10 9 0 25 3 11 1 0 0 24 2 0 21 3 3 2 1 1 3 0 25 1 4 0 split_gain=3.98722e+06 1.91341e+07 6.13778e+07 1.86815e+07 8.67956e+06 8.0452e+06 1.27579e+07 2.08614e+06 1.1807e+06 6.10977e+06 5.1311e+06 5.24726e+06 6.85134e+06 3.1013e+06 1.96576e+06 3.70101e+06 2.35853e+06 1.95924e+06 8.52926e+06 2.81218e+06 1.21422e+07 1.09871e+07 3.25587e+06 1.90315e+06 3.04829e+06 1.79258e+06 2.02112e+06 1.3776e+06 1.1434e+06 1.05916e+06 982166 4.65964e+06 830967 487877 278120 threshold=2763.7525000000005 152.11795000000004 2871.8940000000007 1295.575 214.42080000000001 2632.2792750000003 1800.6974500000001 704.79726050000011 480.16275000000002 0 1471.8415000000002 686.95125000000019 108.68400000000001 1501.0951200000002 1 187.20800000000003 1602.5343235000003 1891.4572200000002 22.611000000000004 1501.0951200000002 2 26.254000000000001 2773.7250000000004 522.00500000000011 1854.9329420000001 1278.9218000000003 957.78375000000017 1256.4300000000001 2779.5510000000008 642.60925000000009 497.87850000000003 3 1461.4925000000003 19.643625000000004 166.73750000000004 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=5 3 -3 4 33 8 7 29 17 10 14 12 -12 23 15 -10 -16 19 28 30 21 -21 -22 24 -11 26 -20 -15 -19 34 32 -32 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leaf_count=358630 27 36 21 31 20 43 29 20 63 1317 26 28 29 37 760 39 25 44 64 76 143 43 46 20 38 21 24 25 29 23 107 1691 103 20 20 internal_value=0 1.60361 6.21056 -1.07595 1.89392 -0.000606077 -2.44134 -0.833405 0.000300566 0.221045 0.829382 3.21555 1.42154 -0.194015 0.61545 1.86536 0.423878 -0.00117118 -1.03846 -0.000647994 0.954478 3.30276 -0.6637 -0.0967174 -0.141917 -2.81007 -2.18361 -2.38312 1.60682 -0.156879 -0.00146395 -0.234601 -0.000295449 -0.453973 -0.827421 internal_weight=0 155 57 98 67 363563 135 106 363428 2407 970 83 55 1437 887 102 785 361021 182 360839 308 119 189 1375 1355 109 88 62 73 86 360531 1798 358733 47 63 internal_count=363718 155 57 98 67 363563 135 106 363428 2407 970 83 55 1437 887 102 785 361021 182 360839 308 119 189 1375 1355 109 88 62 73 86 360531 1798 358733 47 63 cat_boundaries=0 6 12 13 19 cat_threshold=49664 1073840640 1572864 2214658048 4215808 2147484674 16384 0 0 65536 5120 1026 1050 262656 1024 0 1 0 1 is_linear=0 shrinkage=0.01 Tree=545 num_leaves=24 num_cat=3 split_feature=13 0 3 4 5 9 2 7 3 0 1 5 5 11 5 1 0 25 24 18 1 25 26 split_gain=7.59232e+06 1.49551e+07 8.23706e+06 3.52376e+07 4.45248e+06 4.9152e+06 3.20281e+06 3.05267e+06 2.2089e+06 1.0983e+06 5.4397e+06 8.06767e+06 1.36973e+06 1.14877e+06 9.94875e+06 1.3332e+06 732131 1.59858e+06 3.15081e+06 2.7902e+06 1.10053e+06 399136 105935 threshold=2899.2375000000006 1836.963 2692.2960000000003 2632.2792750000003 102.38725000000001 268.34110000000004 145.14425000000003 1113.0755000000001 22.888000000000002 2773.7250000000004 125.62000000000002 150.60000000000005 1121.68056 2995.7383125000001 911.29109000000005 15.915899999999999 2.9545000000000008 0 1 912.34500000000014 2779.5510000000008 2 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 9 2 left_child=2 7 9 4 6 -6 -4 8 -2 13 22 -12 -13 16 15 -15 20 18 -18 -19 21 -1 -11 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 11 12 -14 14 -16 -17 17 19 -20 -21 -22 -23 -24 leaf_value=0.032965312568705815 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314036 314002 58 internal_count=363332 83 363249 163 130 74 56 63 42 363086 132 74 46 362954 67 43 362887 48851 18220 30631 314036 314002 58 cat_boundaries=0 6 7 13 cat_threshold=145064452 134480384 67109200 4259840 2101888 1130 286 3221225472 1074823188 2147484292 2219057936 285359104 276836355 is_linear=0 shrinkage=0.01 Tree=546 num_leaves=27 num_cat=0 split_feature=13 0 3 12 13 9 7 6 7 1 3 0 1 5 5 20 22 3 3 10 1 1 0 0 18 26 split_gain=7.44123e+06 1.46575e+07 8.07315e+06 3.71816e+07 7.61737e+07 1.23236e+07 8.13663e+06 8.81579e+06 2.99192e+06 2.30899e+06 2.16495e+06 1.07644e+06 5.33145e+06 7.90713e+06 1.34247e+06 837910 4.7444e+06 736586 1.99731e+06 3.65266e+07 1.68207e+06 1.31734e+06 832651 801540 589303 103827 threshold=2899.2375000000006 1836.963 2692.2960000000003 85.539750000000012 683.01949999999999 787.73500000000001 815.13625000000013 104.42200000000001 1113.0755000000001 629.11000000000013 22.888000000000002 2773.7250000000004 125.62000000000002 150.60000000000005 1121.68056 1756.0800000000002 198.10500000000005 14.222000000000001 14.733500000000003 59.344000000000001 1097.7209 2779.5510000000008 227.58775000000003 688.40820000000008 172.52400000000003 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=2 8 11 5 -5 6 7 9 10 -4 -2 15 25 -14 -15 17 24 21 19 -19 -20 23 -23 -1 -17 -13 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12 12 13 14 -16 16 -18 18 20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.0044721855862862037 -1.2492988284609534 -10.4516865234375 -0.31095715840657551 24.477948444366458 -2.2064839143338411 -7.7984874005317693 6.505398037910461 -6.3755132064819335 -3.7074355108397352 3.6933707014719648 3.2966231517791749 1.8054146310261316 -6.8716337953295019 1.6527814466303046 -1.7671292447547118 0.27218827722249211 4.9351804395155474 -0.0023659519492244185 0.029114282213898137 13.273981540744956 0.65537015506590923 -0.60463283654415256 -3.1904485168457031 0.31959389607579103 -1.9925679028034211 0.95871378389994311 leaf_weight=330742 22 20 36 20 23 20 20 20 21 24 20 28 28 22 24 27 22 357 30511 22 435 33 20 765 20 30 leaf_count=330742 22 20 36 20 23 20 20 20 21 24 20 28 28 22 24 27 22 357 30511 22 435 33 20 765 20 30 internal_value=0 -2.99328 0.0012828 2.22628 10.2049 -0.632713 0.800441 -0.625798 -0.625528 1.29077 0.915426 0.000283932 -0.902596 -2.68183 -0.13152 0.000612294 1.10249 0.00040278 0.0467542 0.768293 0.0379174 -0.00397639 -1.58041 -0.00372436 -0.691538 1.36747 internal_weight=0 83 363249 163 43 120 100 80 63 60 42 363086 132 74 46 362954 69 362885 31325 379 30946 331560 53 331507 47 58 internal_count=363332 83 363249 163 43 120 100 80 63 60 42 363086 132 74 46 362954 69 362885 31325 379 30946 331560 53 331507 47 58 is_linear=0 shrinkage=0.01 Tree=547 num_leaves=24 num_cat=1 split_feature=13 0 3 12 13 8 2 5 10 10 0 1 5 5 11 5 1 5 11 6 2 25 9 split_gain=7.29315e+06 1.43658e+07 7.91249e+06 3.64417e+07 7.46579e+07 1.85799e+07 7.35205e+06 1.92309e+06 1.46532e+06 1.14242e+06 1.05502e+06 5.22536e+06 7.74977e+06 1.31576e+06 1.12159e+06 9.73124e+06 1.30614e+06 733454 2.46887e+06 863889 762426 2.67207e+06 1.00999e+06 threshold=2899.2375000000006 1836.963 2692.2960000000003 85.539750000000012 683.01949999999999 1548.5050000000003 1444.3300000000002 102.38725000000001 1528.9670000000003 19.101000000000003 2773.7250000000004 125.62000000000002 150.60000000000005 1121.68056 2995.7383125000001 911.29109000000005 15.915899999999999 2763.7525000000005 93.080750000000009 797.20500000000004 12.50445 0 2724.2674800000009 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 8 10 5 -5 6 7 -4 9 -2 14 -12 -13 -14 17 16 -16 20 19 -19 22 -22 -1 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 11 12 13 -15 15 -17 -18 18 -20 -21 21 -23 -24 leaf_value=-0.0042468597685242941 -1.1311332502322538 -10.347169733047485 0.4553092900189486 24.233168021678924 -2.1844190145575482 -9.4250454649925235 4.9968789395419035 -3.1128724487968111 -2.7012544840032406 2.2083611268997192 1.3537913167476654 -6.8029174089431761 1.6362537193298341 -1.7494578395535549 0.072342547139395835 6.3955582825342816 -3.4218800325393675 0.8867805600633808 -3.14950157225132 -1.5654312553405763 0.61703895084550597 0.031835490965028551 1.7724180209636688 leaf_weight=328503 21 20 44 20 23 20 33 23 22 20 58 28 22 24 23 24 20 51 32 20 789 33460 32 leaf_count=328503 21 20 44 20 23 20 33 23 22 20 58 28 22 24 23 24 20 51 32 20 789 33460 32 internal_value=0 -2.96334 0.00126997 2.20402 10.1028 -0.626386 1.13335 -0.769589 -0.619273 0.497888 0.000281093 -0.89357 -2.65501 -0.130204 0.000606171 1.29432 -1.55288 0.000367311 -0.843368 0.196017 0.00060686 0.0455064 -0.00407381 internal_weight=0 83 363249 163 43 120 100 67 63 41 363086 132 74 46 362954 67 43 362887 103 71 362784 34249 328535 internal_count=363332 83 363249 163 43 120 100 67 63 41 363086 132 74 46 362954 67 43 362887 103 71 362784 34249 328535 cat_boundaries=0 6 cat_threshold=2155874304 0 16 262144 134218368 1056 is_linear=0 shrinkage=0.01 Tree=548 num_leaves=23 num_cat=0 split_feature=15 4 2 4 6 0 0 4 8 2 8 26 1 10 10 4 5 7 19 2 5 12 split_gain=3.50897e+06 1.11332e+07 7.75489e+06 3.50778e+07 6.57386e+06 1.00817e+07 4.20385e+06 3.43564e+06 1.73781e+06 3.77152e+06 2.18502e+06 3.05554e+06 1.44097e+06 1.33536e+06 1.2553e+06 5.65637e+06 1.00947e+06 1.0818e+06 1.00006e+06 1.37068e+06 715718 499138 threshold=2640.1488000000004 1115.3337000000004 2593.0505000000003 2632.2792750000003 59.756000000000022 1501.0951200000002 1501.0951200000002 970.01225000000011 2877.4750000000008 778.91025000000013 1926.0125000000005 2022.5000000000002 54.82800000000001 741.05500000000018 2855.9890500000006 333.59075000000007 29.852790000000002 608.55210000000022 1711.5412500000002 420.88550000000004 543.59225000000015 45.558500000000009 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 8 4 6 7 12 -6 10 21 14 -12 -4 -2 18 -16 -13 -18 20 -20 -1 -10 right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 11 16 -14 -15 15 -17 17 -19 19 -21 -22 -23 leaf_value=-0.0011401336028979863 -0.54308425062469079 -6.8990259790420536 2.3356234340314512 11.062935457502093 -1.6223940155722878 -7.2911716407775886 6.0141515655517583 3.5516972416923158 -0.56928867231096536 -4.2107521487820536 3.7452047835169613 -1.2229060807721368 -0.87464434985456796 2.8401041259765623 -1.4273358229328605 4.4788247545303834 2.8467508434113999 -0.15574717726026263 -0.31214786317335957 -3.2436319936405527 0.19274699947233298 1.4110640780925752 leaf_weight=360804 28 30 27 35 33 25 20 21 35 31 37 29 29 20 34 31 21 28 58 22 1914 20 leaf_count=360804 28 30 27 35 33 25 20 21 35 31 37 29 29 20 34 31 21 28 58 22 1914 20 internal_value=0 -2.12019 0.00104237 2.02079 -0.0209837 -2.04092 2.07869 0.389753 -1.46127e-05 -1.42136 0.000322146 1.37851 0.673163 0.866578 -0.000114636 1.38945 0.255853 1.13104 -0.000363595 -1.11831 -0.000117025 0.15084 internal_weight=0 78 363254 190 155 79 76 54 363064 86 362978 115 56 48 362863 65 78 49 362798 80 362718 55 internal_count=363332 78 363254 190 155 79 76 54 363064 86 362978 115 56 48 362863 65 78 49 362798 80 362718 55 is_linear=0 shrinkage=0.01 Tree=549 num_leaves=30 num_cat=1 split_feature=13 0 3 12 13 8 7 6 7 1 3 0 1 5 5 3 25 1 7 5 13 1 26 8 19 5 0 0 26 split_gain=7.12083e+06 1.40115e+07 7.69483e+06 3.58524e+07 7.30696e+07 1.81997e+07 1.21208e+07 8.32072e+06 2.92107e+06 2.33247e+06 2.11829e+06 1.04285e+06 5.12892e+06 7.63842e+06 1.28576e+06 817965 4.94479e+06 1.24168e+07 3.80559e+06 8.2909e+06 2.88087e+06 1.72212e+06 1.73447e+06 1.11585e+06 648439 1.02762e+06 647190 192580 101726 threshold=2899.2375000000006 1836.963 2692.2960000000003 85.539750000000012 683.01949999999999 1548.5050000000003 815.13625000000013 26.260300000000004 1113.0755000000001 629.11000000000013 22.888000000000002 2773.7250000000004 125.62000000000002 150.60000000000005 1121.68056 507.85850000000005 0 554.77325000000008 1489.0961200000002 1874.1882800000003 432.27550000000002 2779.5510000000008 2022.5000000000002 141.80945000000003 1711.5412500000002 234.36750000000004 2.9545000000000008 19.646625000000004 2022.5000000000002 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=2 8 11 5 -5 6 7 9 10 -4 -2 15 28 -14 -15 21 17 23 20 -20 -18 24 -23 -17 26 -26 -1 -24 -13 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12 12 13 14 -16 16 18 -19 19 -21 -22 22 27 -25 25 -27 -28 -29 -30 leaf_value=-0.0053179091434554975 -1.2318175476247615 -10.220330181121826 -0.32558918617867139 23.987409112930301 -2.1476694248033605 -9.3420928268432615 8.0706790895462035 -6.2189896702766418 -3.6583487055415196 3.7296695941427482 3.2648489665985108 1.7716163587570191 -6.7515150199617651 1.619295964674516 -1.7276035511493684 -0.071770505830645565 0.12053609633000098 8.7284196265538547 0.18372798833502343 6.1752293238043787 -1.0223254507613846 -3.3850490010579426 0.44795277186802457 2.6342950782775882 -0.18994820075983904 -2.8797984535694123 0.034340311519338952 -0.92315754508972159 0.93352589102586114 leaf_weight=313146 22 20 37 20 23 20 20 20 21 23 20 28 28 22 24 64 1819 24 83 32 251 30 21 20 49 20 47375 20 30 leaf_count=313146 22 20 37 20 23 20 20 20 21 23 20 28 28 22 24 64 1819 24 83 32 251 30 21 20 49 20 47375 20 30 internal_value=0 -2.92813 0.00125031 2.17349 10.0082 -0.633937 1.10769 -0.633052 -0.613148 1.22893 0.909452 0.000275122 -0.888404 -2.63352 -0.126912 0.000598319 0.188872 2.18284 0.0799582 1.85093 -0.0180428 -0.000598681 -1.55785 0.572531 -0.000292058 -0.969615 -0.000106539 -0.220882 1.33812 internal_weight=0 83 363249 163 43 120 100 80 63 60 42 363086 132 74 46 362954 2293 108 2185 115 2070 360661 71 84 360590 69 360521 41 58 internal_count=363332 83 363249 163 43 120 100 80 63 60 42 363086 132 74 46 362954 2293 108 2185 115 2070 360661 71 84 360590 69 360521 41 58 cat_boundaries=0 6 cat_threshold=0 134217728 524368 0 0 1024 is_linear=0 shrinkage=0.01 Tree=550 num_leaves=21 num_cat=0 split_feature=19 15 13 7 9 5 5 16 7 3 3 5 1 0 5 0 1 10 8 5 split_gain=5.18511e+06 9.11856e+06 7.72667e+06 2.1956e+07 1.12674e+07 2.48951e+07 7.05189e+06 1.12471e+07 1.36781e+07 9.18668e+06 3.46465e+06 2.8023e+07 3.93381e+07 6.35362e+06 3.16263e+06 1.88317e+06 6.39158e+06 1.83727e+06 1.78108e+06 283607 threshold=2812.9105000000004 857.77150000000006 2899.2375000000006 1282.0428000000002 2724.2674800000009 1874.1882800000003 2763.7525000000005 86.379500000000021 274.78110000000004 174.3837 2692.2960000000003 11.870000000000003 179.85310000000001 1501.0951200000002 763.31500000000017 2773.7250000000004 554.77325000000008 2855.9890500000006 483.75000000000006 34.010000000000012 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 18 6 14 10 8 9 -8 15 12 -12 -13 19 17 -17 -1 -4 -6 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=-0.00039872267627473956 -0.92936413250186223 8.4002025046348567 -1.0637859444782651 -11.093655744393667 1.067203385035197 12.018481352615357 -0.77749153014152284 -8.7553688673351129 3.9313802947998044 -9.4704703903198251 -0.11663304260798864 -0.37145711810089821 18.2459300198555 -7.081986163911365 -2.9166725512913296 0.61728694116747063 -4.0390343131824418 1.7644049792774652 2.7602149600358237 2.6795714302062987 leaf_weight=362359 22 20 29 24 24 25 31 23 35 20 28 43 20 21 21 74 49 59 21 20 leaf_count=362359 22 20 29 24 24 25 31 23 35 20 28 43 20 21 21 74 49 59 21 20 internal_value=0 3.51329 -0.000533606 -3.23153 0.000125323 3.53796 -0.000752401 -2.54392 -0.882713 -4.1865 1.1979e-05 1.75856 7.53443 -2.57335 0.276218 -0.00053129 -1.23767 -0.000111421 0.542294 1.8001 internal_weight=0 42 362926 74 362852 90 362762 109 86 51 362653 112 48 64 65 362541 123 362418 50 44 internal_count=362968 42 362926 74 362852 90 362762 109 86 51 362653 112 48 64 65 362541 123 362418 50 44 is_linear=0 shrinkage=0.01 Tree=551 num_leaves=21 num_cat=0 split_feature=19 17 13 4 9 4 5 16 7 3 3 5 1 10 7 10 15 18 8 1 split_gain=5.08193e+06 9.43882e+06 7.57291e+06 2.23542e+07 1.10432e+07 2.73399e+07 6.91156e+06 1.10233e+07 1.34059e+07 9.00387e+06 3.39571e+06 2.74654e+07 3.85553e+07 4.65974e+06 3.34235e+06 1.47447e+06 6.60602e+06 1.61604e+06 1.19238e+06 657970 threshold=2812.9105000000004 1095.1042000000002 2899.2375000000006 1291.5535000000002 2724.2674800000009 1517.5820000000001 2763.7525000000005 86.379500000000021 274.78110000000004 174.3837 2692.2960000000003 11.870000000000003 179.85310000000001 9.4804000000000013 1113.0755000000001 2855.9890500000006 54.260000000000005 1050.0050000000003 268.16284850000005 39.031250000000007 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 18 6 14 10 8 9 -8 15 12 -12 -13 19 17 -17 -1 -4 -6 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=-0.00027215251284982202 -1.262456428124791 8.218764048985074 -1.156830827338355 -11.930782797677178 0.63735262235005696 12.909569713758385 -0.76971659752630417 -8.6678151923158904 3.8920664542061942 -9.3757654266357413 -0.11546677027429852 -5.0822318677341238 18.063470476150513 0.32494886271158857 -3.0323450728825163 -0.69693811974742192 6.1200223132542204 -0.85181718404250295 1.8478408870697021 3.031578306718306 leaf_weight=362253 21 21 28 21 24 23 31 23 35 20 28 34 20 30 21 44 21 223 25 22 leaf_count=362253 21 21 28 21 24 23 31 23 35 20 28 34 20 30 21 44 21 223 25 22 internal_value=0 3.47815 -0.00052827 -3.19921 0.00012407 3.50258 -0.000744877 -2.51848 -0.873886 -4.14464 1.18593e-05 1.74097 7.45909 -2.54762 0.273313 -0.000525977 1.50546 -0.000796034 0.260467 1.78242 internal_weight=0 42 362926 74 362852 90 362762 109 86 51 362653 112 48 64 67 362541 65 362476 53 46 internal_count=362968 42 362926 74 362852 90 362762 109 86 51 362653 112 48 64 67 362541 65 362476 53 46 is_linear=0 shrinkage=0.01 Tree=552 num_leaves=21 num_cat=0 split_feature=19 15 13 4 3 12 6 2 5 2 10 5 2 8 4 13 18 3 2 7 split_gain=4.9808e+06 8.79754e+06 7.42221e+06 2.19094e+07 5.95923e+06 4.65717e+07 2.06166e+07 5.5442e+06 2.00589e+06 1.78474e+06 1.22278e+06 4.116e+06 1.20808e+06 1.16866e+06 1.11147e+06 1.43912e+06 998730 3.21559e+06 1.05897e+06 423120 threshold=2812.9105000000004 857.77150000000006 2899.2375000000006 1291.5535000000002 2692.2960000000003 85.539750000000012 2871.8940000000007 1444.3300000000002 2763.7525000000005 299.06050000000005 1797.2975000000001 1287.5327000000002 547.57500000000016 268.16284850000005 1876.5445000000002 69.414500000000018 1160.0500000000002 227.56379000000001 621.21800000000007 148.25225000000003 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 13 8 6 7 9 10 -6 16 12 -12 -4 15 19 18 -18 -1 -10 right_child=1 -3 3 -5 5 -7 -8 -9 14 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 leaf_value=-0.0015551336237159736 -0.92037485653365192 8.2434941501617445 -1.1452625223994255 -11.811475219726562 0.61490140108835134 11.558950347900391 -9.930503515763716 4.9844177305698398 -0.48510903023384716 -2.803548749287923 0.70745019382664143 4.3469487047195434 -1.3171085863113405 1.8293624670028685 0.68192328643798827 -4.1295722978765319 0.017681570291519164 -3.0952075011079963 0.24282077915857805 -2.2904246509075166 leaf_weight=360462 22 20 28 21 42 38 22 24 37 24 112 28 40 25 20 22 135 44 1782 20 leaf_count=360462 22 20 28 21 42 38 22 24 37 24 112 28 40 25 20 22 135 44 1782 20 internal_value=0 3.44337 -0.000522987 -3.16722 0.000122829 1.99291 -1.25272 0.868519 -0.000701311 -0.628171 -0.000312732 0.823692 0.174672 0.257862 -1.42394 -1.95706 -0.00072198 -0.747498 -0.000352966 -1.11855 internal_weight=0 42 362926 74 362852 150 112 90 362702 66 362603 180 152 53 99 79 362423 179 362244 57 internal_count=362968 42 362926 74 362852 150 112 90 362702 66 362603 180 152 53 99 79 362423 179 362244 57 is_linear=0 shrinkage=0.01 Tree=553 num_leaves=19 num_cat=0 split_feature=19 17 17 8 9 6 6 4 1 3 4 8 2 0 1 9 2 12 split_gain=4.88168e+06 9.11388e+06 4.13404e+06 1.71953e+07 8.05458e+06 3.31735e+07 6.44748e+06 2.58477e+07 4.04913e+06 3.94844e+06 1.66648e+07 4.86088e+06 2.2824e+06 2.15317e+06 8.04662e+06 1.14682e+06 890169 883459 threshold=2812.9105000000004 1095.1042000000002 2732.1750000000006 548.50000000000011 2724.2674800000009 2871.8940000000007 2871.8940000000007 1876.5445000000002 522.78869700000007 2692.2960000000003 1876.5445000000002 45.765000000000008 957.78375000000017 2773.7250000000004 554.77325000000008 1.7578000000000003 669.1825 360.88150000000002 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 6 12 9 8 15 13 11 -11 17 16 -15 -8 -1 -6 right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19 leaf_value=-0.0014089397940341625 -1.249355615625779 8.067232971191407 1.8165359078299614 -10.076536280155182 -0.023410526997334251 13.684588581431997 -0.17709985643625259 -11.842088465483291 3.5461280599592255 1.5014712770902194 9.6791847679831768 -3.4823596520083293 -2.8400752285252446 0.7393195098155253 -4.5178273061911272 -3.229629408121109 0.23118179876373091 2.5852331199645993 leaf_weight=360783 21 21 31 20 37 22 32 23 25 65 22 28 23 74 48 20 1653 20 leaf_count=360783 21 21 31 20 37 22 32 23 25 65 22 28 23 74 48 20 1653 20 internal_value=0 3.40894 -0.000517757 -2.84741 -0.000117642 2.80959 -0.000907639 -2.53975 0.238876 -0.000207604 1.85245 0.00096304 -0.181041 -0.00079525 -1.32907 -1.35115 -0.000348139 0.891903 internal_weight=0 42 362926 51 362875 102 362773 100 77 362673 115 93 80 362558 122 52 362436 57 internal_count=362968 42 362926 51 362875 102 362773 100 77 362673 115 93 80 362558 122 52 362436 57 is_linear=0 shrinkage=0.01 Tree=554 num_leaves=20 num_cat=0 split_feature=19 17 13 4 9 2 5 2 5 7 2 0 7 10 4 0 7 8 0 split_gain=4.78453e+06 8.93251e+06 7.25709e+06 2.14907e+07 1.06193e+07 4.06666e+07 6.63899e+06 2.14147e+07 5.57757e+06 3.09008e+06 3.05368e+06 2.42354e+07 6.37563e+06 2.64247e+06 7.21562e+06 2.14512e+06 1.36302e+06 1.16233e+06 205967 threshold=2812.9105000000004 1095.1042000000002 2899.2375000000006 1291.5535000000002 2724.2674800000009 1800.6974500000001 2763.7525000000005 2593.0505000000003 763.31500000000017 572.8955000000002 2593.0505000000003 2773.7250000000004 284.06400000000002 2855.9890500000006 53.21200000000001 1501.0951200000002 26.254000000000001 268.16284850000005 6.8327500000000017 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 17 6 8 10 9 18 16 13 12 -12 15 -15 -1 -8 -4 -6 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=-5.6346723589498458e-05 -1.2368620721357209 7.9865603583199638 -1.1389117703054634 -11.693053755987258 1.2917654518459154 15.619336911610194 -0.30214614323207312 -11.039252306067427 -3.9299912155591525 2.4814172561415311 1.3934362657581056 11.67164662361145 -3.417005562244392 -1.1343038559682441 5.7028736384161585 -0.68786823665715002 -3.4786058980768377 1.8276567043304441 2.6793323020935058 leaf_weight=361992 21 21 28 21 23 21 35 23 26 29 84 20 41 33 29 454 22 25 20 leaf_count=361992 21 21 28 21 23 21 35 23 26 29 84 20 41 33 29 454 22 25 20 internal_value=0 3.37485 -0.000512579 -3.13179 0.000126012 3.43471 -0.000726095 -2.46831 -0.27366 -0.176085 1.55697e-05 1.45093 -0.184389 -0.000564782 2.06373 -0.0009179 -1.52815 0.260413 1.93715 internal_weight=0 42 362926 74 362852 90 362762 109 69 86 362653 145 125 362508 62 362446 57 53 43 internal_count=362968 42 362926 74 362852 90 362762 109 69 86 362653 145 125 362508 62 362446 57 53 43 is_linear=0 shrinkage=0.01 Tree=555 num_leaves=37 num_cat=3 split_feature=25 3 10 1 0 1 4 3 3 3 24 0 0 13 0 1 25 3 4 0 2 0 9 7 8 3 5 5 5 9 8 2 0 10 4 2 split_gain=3.13234e+06 1.52416e+08 1.36363e+08 3.36827e+07 9.23163e+07 9.91723e+06 4.14593e+06 7.3711e+06 3.533e+06 6.74491e+06 2.76106e+06 1.93251e+07 1.27985e+07 3.86857e+06 1.8125e+06 1.08167e+06 5.27917e+06 4.84253e+06 7.41591e+06 1.43941e+06 1.40363e+06 1.28766e+06 1.26633e+06 1.75222e+06 1.38785e+06 5.65245e+06 1.42766e+06 1.34954e+06 1.15639e+06 1.07499e+06 2.52784e+06 831843 773651 580051 336985 189176 threshold=0 2692.2960000000003 29.378300000000003 2779.5510000000008 2773.7250000000004 1891.4572200000002 2632.2792750000003 1854.9329420000001 1107.1660000000004 283.08325000000008 1 1114.9175000000002 1501.0951200000002 642.7482500000001 885.78750000000014 1461.4925000000003 2 86.826000000000022 87.037500000000009 1266.1895000000002 1092.7150000000004 988.99750000000006 1889.5600000000002 1113.0755000000001 1128.2175000000002 1471.8415000000002 2763.7525000000005 1287.5327000000002 174.39750000000001 10.888650000000002 107.47620000000001 621.21800000000007 137.97000000000003 602.04700000000014 215.03750000000002 17.427500000000006 decision_type=9 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 2 2 2 2 2 2 2 2 left_child=1 5 -3 6 8 10 15 33 9 32 11 29 13 14 -12 22 19 21 -19 28 -21 -18 24 31 26 -26 -2 -25 -17 30 -1 -24 -5 35 -31 -8 right_child=3 2 -4 4 -6 -7 7 -9 -10 -11 12 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 23 27 25 -27 -28 -29 -30 34 -32 -33 -34 -35 -36 -37 leaf_value=0.27583278221558544 -0.00070623844868460367 38.155079822540287 1.6700086044129869 -0.38289326927878642 -21.146891973188946 5.891167023099702 -0.61598113768809548 -7.1244721742109824 -3.5940104577035616 5.3205443420410159 -0.12082829384242788 9.7087478186867457 -6.3667758675777559 3.0289832310798843 -3.1453616600036622 -0.83724946047130389 -0.17920961728303328 7.6132336087580086 1.4439142461504255 -1.6676266479492188 1.992746733752164 2.5136405018397743 -0.71168178941522331 -0.87786142539978029 0.25923424491376584 4.8329177729836825 1.6563681970422084 -4.5514668121337891 -3.3208951006708918 -0.3392779187215002 3.7057946698232134 1.4726707363128662 -2.6894011075680071 0.85403622984886174 -1.5550096060434979 -1.6946910711814618 leaf_weight=921 358965 20 21 33 28 29 37 22 33 20 2125 22 33 39 20 38 115 27 70 20 22 21 84 20 396 29 52 20 37 95 22 22 26 20 30 29 leaf_count=921 358965 20 21 33 28 29 37 22 33 20 2125 22 33 39 20 38 115 27 70 20 22 21 84 20 396 29 52 20 37 95 22 22 26 20 30 29 internal_value=0 0.303412 19.4676 -0.00212216 -4.90617 0.06879 -0.000215329 -1.95921 -0.845994 0.301911 0.017732 0.427527 -0.184841 -0.0922789 -0.149029 0.000372471 0.556023 1.39427 3.16115 -1.13544 0.249712 0.236598 -0.000168363 -0.931295 0.000209846 0.571321 -0.000466228 -2.71466 -2.06251 0.240344 0.355853 -0.258326 -1.39932 -0.637868 -0.631054 -1.08996 internal_weight=0 3377 41 360186 140 3336 360046 108 112 79 3307 1090 2217 2184 2145 359938 350 233 97 117 42 136 359588 146 359442 425 359017 40 75 1068 943 106 59 86 125 66 internal_count=363563 3377 41 360186 140 3336 360046 108 112 79 3307 1090 2217 2184 2145 359938 350 233 97 117 42 136 359588 146 359442 425 359017 40 75 1068 943 106 59 86 125 66 cat_boundaries=0 6 7 10 cat_threshold=1048576 0 0 0 128 1024 1031 33280 0 4096 is_linear=0 shrinkage=0.01 Tree=556 num_leaves=23 num_cat=0 split_feature=16 17 0 12 9 1 1 5 3 26 17 0 1 2 20 11 1 3 10 3 3 1 split_gain=3.11354e+06 6.18721e+06 3.79581e+06 2.92276e+07 4.63031e+07 1.85837e+07 5.5353e+06 3.6536e+06 1.8222e+07 2.47962e+06 1.57638e+06 1.18297e+06 1.85132e+06 2.96523e+06 1.15143e+06 2.52529e+06 1.66203e+06 1.08951e+06 608992 594579 546355 368106 threshold=2836.7725000000005 1772.4296500000003 2773.7250000000004 83.704444500000022 149.28375000000003 2779.5510000000008 584.17800000000011 2763.7525000000005 1278.9218000000003 2022.5000000000002 151.94975000000002 1836.963 1461.4925000000003 148.17000000000004 2447.4425000000006 2995.7383125000001 146.56050000000002 165.11725000000004 130.17000000000002 1278.9218000000003 32.256600000000013 138.62250000000003 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 7 4 5 6 9 11 20 -4 -2 14 13 21 15 18 -17 -15 -1 -14 -9 -13 right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 12 19 17 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=-0.001324924579189049 2.2365809958577159 -6.0902791336059572 3.0659065183003742 9.3826616238258982 -14.309412718273345 9.8544975720281194 -3.3889390002979951 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split_feature=25 3 10 1 3 1 4 3 3 3 26 14 13 2 4 1 25 6 2 2 9 10 13 5 6 10 5 5 3 10 2 split_gain=3.06727e+06 1.49229e+08 1.33289e+08 3.31927e+07 8.29694e+07 9.68974e+06 4.05484e+06 7.2149e+06 2.55557e+06 8.86202e+06 2.90351e+06 2.24584e+06 2.57545e+06 3.67518e+06 2.66684e+06 1.05818e+06 5.18475e+06 4.95988e+06 6.28744e+06 2.78671e+06 1.23312e+06 1.72685e+06 1.02664e+06 993442 5.12863e+06 1.27549e+06 971653 1.61807e+06 815754 572081 184406 threshold=0 2692.2960000000003 29.378300000000003 2779.5510000000008 2692.2960000000003 1891.4572200000002 2632.2792750000003 1854.9329420000001 1107.1660000000004 369.71584999999999 2022.5000000000002 1298.1175000000001 642.7482500000001 128.18250000000003 1291.5535000000002 1461.4925000000003 1 237.75800000000004 1254.2925000000002 1092.7150000000004 1889.5600000000002 1797.2975000000001 518.6631000000001 284.82500000000005 2871.8940000000007 2855.9890500000006 763.31500000000017 257.09250000000003 1278.9218000000003 602.04700000000014 17.427500000000006 decision_type=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 2 2 2 2 2 left_child=1 5 -3 6 8 11 15 29 9 10 -5 12 14 -14 28 20 26 19 -19 -18 23 22 -22 25 -25 -2 27 -17 -1 30 -8 right_child=3 2 -4 4 -6 -7 7 -9 -10 -11 -12 -13 13 -15 -16 16 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 leaf_value=0.024478962620877922 -0.001376976197669511 37.738737854003908 1.6671564129420691 -4.3188531436639677 -21.794946257273356 5.8232899695429312 -0.61130995524896159 -7.0478098418495874 -4.000053930963789 5.3199963531494143 -0.18612256218405332 -2.9098332911271316 -0.46842598152160647 5.5939015274047845 -2.9580039234161375 -0.7362515191678648 0.15893912891546885 6.5313599387804668 -0.4616569094657898 4.0391970607212615 0.080713538232740467 -3.5723664002191455 -1.9558747179367963 0.13180283371712842 4.9737681839682839 -2.3067837981383006 0.26276083856821059 -3.6026131426903509 2.0018800476619178 0.85131819725036628 -1.6763359385523302 leaf_weight=3190 355531 20 21 34 24 29 37 22 28 20 34 26 20 20 30 54 156 36 20 21 91 21 34 3865 22 24 32 31 21 20 29 leaf_count=3190 355531 20 21 34 24 29 37 22 28 20 34 26 20 20 30 54 156 36 20 21 91 21 34 3865 22 24 32 31 21 20 29 internal_value=0 0.300237 19.263 -0.00210685 -4.87035 0.0680805 -0.000213941 -1.93757 -1.36871 -0.531469 -2.25249 0.0176115 0.0408097 2.56274 0.00968444 0.000367366 0.549952 1.38071 4.03385 0.619309 -0.000167565 -0.919003 -0.473238 0.000205653 0.159208 -0.00153259 -1.12622 -1.78163 0.0374112 -0.630301 -1.07928 internal_weight=0 3377 41 360186 140 3336 360046 108 116 88 68 3307 3281 40 3241 359938 350 233 56 177 359588 146 125 359442 3887 355555 117 85 3211 86 66 internal_count=363563 3377 41 360186 140 3336 360046 108 116 88 68 3307 3281 40 3241 359938 350 233 56 177 359588 146 125 359442 3887 355555 117 85 3211 86 66 cat_boundaries=0 6 9 cat_threshold=1048576 0 0 0 128 1024 33280 0 4096 is_linear=0 shrinkage=0.01 Tree=558 num_leaves=24 num_cat=0 split_feature=16 17 0 12 9 1 1 26 9 4 4 3 9 7 2 17 0 13 1 10 0 8 8 split_gain=3.01269e+06 6.03202e+06 3.6445e+06 2.8688e+07 4.54623e+07 1.80054e+07 5.46061e+06 2.43154e+06 2.42739e+06 1.42599e+07 3.12292e+06 4.35994e+06 2.91853e+06 1.92998e+06 1.74428e+06 1.55366e+06 1.38634e+06 1.8884e+06 2.03984e+06 1.70231e+06 5.89777e+06 959403 39454 threshold=2836.7725000000005 1772.4296500000003 2773.7250000000004 83.704444500000022 149.28375000000003 2779.5510000000008 584.17800000000011 2022.5000000000002 2724.2674800000009 1517.5820000000001 2632.2792750000003 1854.9329420000001 117.17750000000002 418.14250000000004 192.11889000000002 151.94975000000002 1836.963 379.24000000000007 1461.4925000000003 2855.9890500000006 9.3618345000000023 1926.0125000000005 55.204000000000015 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 15 8 4 5 6 7 -4 10 13 16 12 14 22 -12 -2 19 18 -18 21 -21 -1 -10 right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 leaf_value=0.00033112010541387751 2.2271573778390885 -6.0053049758911135 3.0370975539797826 9.2800931523297283 -14.194382578531902 9.6957637496616531 -3.3694858062968538 -0.76730435680065845 0.52403706727204502 8.6639019458944144 -0.72189371539198832 -5.9148521385192874 2.4118792256441983 -2.5070623996339996 -4.2593052902221675 -1.7144881763458253 -0.87818421743047526 -2.8464727768145113 2.1961823947613057 -1.5588972442800348 5.9442297115325928 0.78221929583579863 1.1100369873046876 leaf_weight=362717 20 25 42 37 21 23 34 28 27 22 46 20 22 29 20 20 127 38 26 22 20 157 20 leaf_count=362717 20 25 42 37 21 23 34 28 27 22 46 20 22 29 20 20 127 38 26 22 20 157 20 internal_value=0 -2.15199 0.00108755 1.4043 -0.564651 1.68908 -0.0816244 1.51534 0.000373032 1.57399 -5.1549e-05 -1.70027 -0.742408 -0.478356 -1.79384 0.256335 0.000454151 -0.851281 -0.355743 0.000902413 2.01402 0.00066941 0.773399 internal_weight=0 65 363498 185 148 127 104 70 363313 98 363215 108 88 76 66 40 363107 191 153 362916 42 362874 47 internal_count=363563 65 363498 185 148 127 104 70 363313 98 363215 108 88 76 66 40 363107 191 153 362916 42 362874 47 is_linear=0 shrinkage=0.01 Tree=559 num_leaves=34 num_cat=3 split_feature=25 0 9 1 0 9 4 2 0 6 6 0 24 26 0 0 0 1 25 6 2 2 0 2 9 7 8 0 1 2 6 13 8 split_gain=3.00422e+06 1.45087e+08 1.27849e+08 3.26589e+07 9.06998e+07 2.02162e+07 3.93257e+06 5.42051e+06 3.20195e+06 2.98202e+06 4.1767e+06 2.31372e+06 1.54848e+06 3.38626e+06 1.40112e+06 1.27745e+06 2.60912e+06 1.0322e+06 5.08692e+06 4.84676e+06 6.15528e+06 2.73038e+06 1.39013e+06 1.34266e+06 1.20421e+06 1.69167e+06 1.34512e+06 3.84608e+06 1.42324e+06 823412 684501 509182 491380 threshold=0 2773.7250000000004 12.515000000000002 2779.5510000000008 2773.7250000000004 1889.5600000000002 2632.2792750000003 322.86800000000011 22.611000000000004 1520.8892800000003 987.12000000000012 1266.1895000000002 1 2022.5000000000002 1501.0951200000002 1501.0951200000002 635.67100000000016 1461.4925000000003 2 237.75800000000004 1254.2925000000002 1092.7150000000004 1266.1895000000002 1092.7150000000004 1889.5600000000002 1113.0755000000001 1128.2175000000002 1266.1895000000002 959.97700000000009 621.21800000000007 94.379625000000019 250.65000000000003 42.484360000000002 decision_type=9 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 2 2 2 left_child=1 5 -3 6 8 9 17 32 -5 10 12 -9 13 -1 -14 16 -10 24 22 21 -21 -20 30 -24 26 29 28 -28 -2 -26 -19 -27 -8 right_child=3 2 -4 4 -6 -7 7 11 15 -11 -12 -13 14 -15 -16 -17 -18 18 19 20 -22 -23 23 -25 25 31 27 -29 -30 -31 -32 -33 -34 leaf_value=2.2090844935300398 0.0002661916665129473 35.368281794461339 1.6488915120000425 1.7013348187037878 -20.928930170525398 9.2019339458147691 -0.72929640519618988 -2.3169228159297597 -0.85807770655705384 -3.1476792672475185 4.4649079422723679 -6.9031845769015234 -0.050727941198333813 -0.19398097267706099 -2.2226770222981771 -0.33433009958267212 -5.5972227432614288 -1.1103018986873137 0.15778570314248405 6.4599813625547622 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64 internal_count=363563 3377 45 360186 140 3332 360046 108 112 3308 3278 44 3257 244 3013 77 47 359938 350 233 56 177 117 42 359588 146 359442 425 359017 106 75 40 64 cat_boundaries=0 6 7 10 cat_threshold=1048576 0 0 0 128 1024 1 33280 0 4096 is_linear=0 shrinkage=0.01 Tree=560 num_leaves=25 num_cat=0 split_feature=9 3 8 11 3 4 1 11 1 1 3 10 5 1 3 3 1 0 12 4 4 9 6 5 split_gain=6.55739e+06 1.07449e+07 1.98778e+06 5.40602e+06 4.70526e+06 2.84087e+06 2.68205e+07 4.83648e+06 3.9603e+06 7.75143e+06 2.56217e+06 2.1605e+06 1.23636e+07 1.88091e+06 9.70434e+06 7.04746e+06 1.47835e+06 778816 4.47046e+06 842317 368649 340216 290118 110918 threshold=2724.2674800000009 2692.2960000000003 2877.4750000000008 149.94850000000002 1107.1660000000004 1876.5445000000002 2779.5510000000008 203.53045 1461.4925000000003 629.11000000000013 1471.8415000000002 2855.9890500000006 299.80000000000007 2779.5510000000008 1107.1660000000004 271.92750000000007 262.36100000000005 988.99750000000006 1092.2600000000002 451.28900000000004 1115.3337000000004 636.6312200000001 57.604750000000003 34.010000000000012 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 16 5 22 -5 11 7 8 9 -7 21 13 -13 17 15 -15 23 19 -19 -1 -18 -9 -4 -2 right_child=1 -3 3 4 -6 6 -8 10 -10 -11 -12 12 -14 14 -16 -17 20 18 -20 -21 -22 -23 -24 -25 leaf_value=0.0010865198228289753 0.40268348610919452 -6.9021674611833363 0.27829082445664838 -1.0255273979187012 -7.5330096702575684 0.44993051892518998 9.4759802627563481 -1.6579619207382204 -2.7065725534933587 6.7872332995870845 -4.9368828582763671 -1.9269846614201864 7.1226426183260401 -1.2125388526916505 -6.15427339108785 5.656385441780091 -0.82021554600108759 -0.44641076007815 2.8568385368169742 0.20072182890129392 -2.672552230244591 0.0015962865239097959 1.9424138984680175 1.4078862835112074 leaf_weight=359242 23 36 22 25 20 120 33 30 27 23 24 36 26 59 30 20 22 868 43 2126 21 21 20 21 leaf_count=359242 23 36 22 25 20 120 33 30 27 23 24 36 26 59 30 20 22 868 43 2126 21 21 20 21 internal_value=0 -2.30747 0.00186157 -1.50951 -3.91774 0.00222407 1.01272 -0.127224 0.806003 1.46922 -2.24254 0.00144901 1.86802 0.00112967 -1.3123 0.526429 -0.406218 0.00152484 -0.290494 0.00226101 -1.72485 -0.974614 1.07073 0.882439 internal_weight=0 123 362815 87 45 362728 278 245 170 143 75 362450 62 362388 109 79 87 362279 911 361368 43 51 42 44 internal_count=362938 123 362815 87 45 362728 278 245 170 143 75 362450 62 362388 109 79 87 362279 911 361368 43 51 42 44 is_linear=0 shrinkage=0.01 Tree=561 num_leaves=24 num_cat=0 split_feature=8 15 6 12 2 2 1 5 0 1 0 3 10 5 0 1 5 3 3 11 26 11 4 split_gain=6.39867e+06 7.31301e+06 1.98554e+07 3.08147e+06 9.88654e+06 6.12385e+06 3.10131e+07 7.72672e+06 4.00371e+06 2.46848e+06 5.64549e+06 7.60414e+06 3.24453e+06 8.97334e+06 2.31048e+06 1.94109e+06 1.58534e+06 5.39262e+06 1.98635e+06 1.34709e+06 1.0375e+06 619375 41206.7 threshold=2877.4750000000008 1206.4050000000002 1913.0125000000005 2813.3566500000006 1092.7150000000004 2593.0505000000003 2779.5510000000008 378.61939999999998 635.67100000000016 2779.5510000000008 1266.1895000000002 507.85850000000005 2855.9890500000006 299.80000000000007 1266.1895000000002 138.62250000000003 2763.7525000000005 327.31500000000005 2692.2960000000003 301.05075000000005 2022.5000000000002 197.70787500000003 20.826328500000006 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 21 9 7 8 15 12 11 20 16 -14 -9 -7 18 -18 -1 22 -11 -5 -2 right_child=1 -3 -4 4 -6 6 -8 14 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=0.0014994392859790332 0.014316858291625975 2.1360308851514542 -11.289402738189697 -0.56721352794766422 -7.617542130730369 1.8536417353514469 10.759159493446351 -1.4901446528125692 5.5445000076293942 -3.5381469106674195 -4.7455448267194962 4.8702216322525684 -1.2771160368485885 6.3474798097281626 -5.9127699247996013 -1.9810963067141447 -0.34789311764287012 5.4847657359164694 -1.4926229201541859 -2.6237865745544435 -0.76872470055857012 1.8917041837601434 0.656241319656372 leaf_weight=362263 20 28 25 20 22 33 32 27 20 24 36 23 33 29 21 22 51 23 89 25 31 21 20 leaf_count=362263 20 28 25 20 22 33 32 27 20 24 36 23 33 29 21 22 51 23 89 25 31 21 20 internal_value=0 -2.3272 -3.71576 0.00182537 -2.20959 0.00220942 1.98947 -0.292081 1.71301 0.00135994 -1.46992 0.0419116 0.00182265 2.28923 -3.42504 0.319747 0.00143134 1.46496 0.00113246 -0.802823 -1.9772 0.692232 0.335279 internal_weight=0 118 90 362820 63 362757 155 123 75 362602 114 78 362488 62 48 55 362426 74 362352 65 55 41 40 internal_count=362938 118 90 362820 63 362757 155 123 75 362602 114 78 362488 62 48 55 362426 74 362352 65 55 41 40 is_linear=0 shrinkage=0.01 Tree=562 num_leaves=31 num_cat=3 split_feature=9 3 2 0 3 0 0 24 0 8 5 0 6 10 5 26 13 7 13 26 0 24 5 9 24 11 10 8 5 0 split_gain=6.34916e+06 1.04143e+07 3.599e+06 2.25452e+07 1.33688e+07 7.1835e+06 2.8146e+06 6.71863e+06 8.32756e+06 2.01459e+07 8.61877e+06 6.7742e+06 1.17262e+07 3.84474e+06 1.08092e+07 2.79456e+06 2.43226e+06 1.95501e+06 1.7165e+06 1.34258e+06 1.30657e+06 1.12441e+06 780081 1.67146e+06 1.55287e+06 833653 1.03928e+06 693401 396435 334679 threshold=2724.2674800000009 2692.2960000000003 2593.0505000000003 2773.7250000000004 1854.9329420000001 1114.9175000000002 1266.1895000000002 0 2773.7250000000004 18.698000000000004 1287.5327000000002 2773.7250000000004 37.005000000000003 2855.9890500000006 299.80000000000007 2022.5000000000002 972.56475000000012 1489.0961200000002 250.65000000000003 2022.5000000000002 474.32500000000005 1 543.59225000000015 1889.5600000000002 2 1962.6297000000002 519.72350000000017 483.75000000000006 33.018250000000009 17.427500000000006 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 1 2 2 2 2 2 left_child=2 17 6 4 5 19 13 8 10 -10 18 16 15 22 -15 -13 21 20 -8 -4 28 -9 25 24 -24 27 -27 -1 -2 -21 right_child=1 -3 3 -5 -6 -7 7 11 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20 29 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0002578722860233726 0.473816286722819 -6.7940135701497404 1.0571891275832528 9.0207284152507778 -7.0765763727823892 5.3360442301432292 -1.2813626302991594 -1.1604034215761911 12.063015197753908 -1.4022508325576784 5.8697190475463872 -8.3949059916905 0.85034860495365028 -1.1039659729003908 8.2503487087431413 -3.7805933602650961 -3.9072916014298147 -2.7594634338378903 1.7047515145215122 -2.1952037579483457 2.5815305396488735 0.043418171453867213 0.62244165286089659 -2.4712923978722614 0.016376323901630681 -0.25136504600264808 -2.7103739467620853 0.22332147966971819 -1.4934064340591431 -0.51197537740071619 leaf_weight=358615 21 36 38 32 24 30 154 139 20 25 21 35 33 30 21 21 23 25 22 27 21 169 663 23 1150 55 25 1399 20 21 leaf_count=358615 21 36 38 32 24 30 154 139 20 25 21 35 33 30 21 21 23 25 22 27 21 169 663 23 1150 55 25 1399 20 21 internal_value=0 -2.27054 0.00182757 1.44801 -0.282895 1.12269 0.00114165 -0.650311 0.673186 4.58231 -0.18559 -1.39569 -3.87812 0.00233304 2.74781 -6.66454 -0.770381 -0.398764 -0.908098 -0.347079 0.553132 -0.536131 0.00194618 0.207549 0.241533 0.000897874 -1.01981 0.00112469 -0.485805 -1.45879 internal_weight=0 123 362815 172 140 116 362643 662 242 45 197 420 89 361981 51 56 331 87 176 86 62 308 361930 1836 1813 360094 80 360014 41 48 internal_count=362938 123 362815 172 140 116 362643 662 242 45 197 420 89 361981 51 56 331 87 176 86 62 308 361930 1836 1813 360094 80 360014 41 48 cat_boundaries=0 1 2 3 cat_threshold=1122 912 2640 is_linear=0 shrinkage=0.01 Tree=563 num_leaves=31 num_cat=3 split_feature=9 3 2 0 3 0 0 24 0 4 0 6 13 11 10 4 26 13 1 26 4 3 24 24 0 1 20 2 0 8 split_gain=6.22282e+06 1.02071e+07 3.52738e+06 2.20965e+07 1.31027e+07 7.04054e+06 2.76003e+06 6.58657e+06 8.16185e+06 2.22543e+07 6.63793e+06 1.14928e+07 4.59422e+06 4.91424e+06 3.76823e+06 9.96543e+06 2.73895e+06 2.38334e+06 1.43069e+06 1.31586e+06 1.11756e+06 3.16353e+06 1.64465e+06 1.10352e+06 989736 662935 626221 600481 328018 39436.5 threshold=2724.2674800000009 2692.2960000000003 2593.0505000000003 2773.7250000000004 1854.9329420000001 1114.9175000000002 1266.1895000000002 0 2773.7250000000004 678.56500000000017 2773.7250000000004 37.005000000000003 683.01949999999999 50.23360000000001 2855.9890500000006 32.100071000000007 2022.5000000000002 972.56475000000012 262.36100000000005 2022.5000000000002 451.28900000000004 2692.2960000000003 1 2 1114.9175000000002 629.11000000000013 834.96350000000007 1444.3300000000002 17.427500000000006 166.23025000000004 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 1 2 2 2 2 2 2 left_child=2 18 6 4 5 19 14 8 12 -10 17 16 13 -8 20 -16 -12 23 29 -4 24 22 -22 -9 26 -26 -1 -20 -21 -2 right_child=1 -3 3 -5 -6 -7 7 10 9 -11 11 -13 -14 -15 15 -17 -18 -19 27 28 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0010951873593949459 0.59964136203130092 -6.7260732971297372 1.0466172532658828 8.9305210059881208 -7.0058106184005737 5.2826839345296221 0.12761881752837476 -1.1495781883552372 12.398898386001589 -1.7534388290405276 -8.310956918988909 0.8418451646963756 4.1233209141817957 -4.0179909653133814 -0.83022900858233062 8.2237028532028198 -3.7427873779478529 -3.8682186582814091 -0.5900086469235627 -2.1732517124105382 -0.0099317468683186323 -3.5578946373679425 0.51532670975082939 0.043008240875501869 -0.48918525950266761 -2.19898665263735 -0.60777203576804617 -2.9592259225845341 -0.50685561952136804 1.200890745162964 leaf_weight=359223 24 36 38 32 24 30 139 139 20 25 35 33 22 36 31 20 21 23 23 27 1206 22 1177 169 104 29 169 20 21 20 leaf_count=359223 24 36 38 32 24 30 139 139 20 25 35 33 22 36 31 20 21 23 23 27 1206 22 1177 169 104 29 169 20 21 20 internal_value=0 -2.24784 0.00180916 1.43353 -0.280066 1.11147 0.0011301 -0.643976 0.666454 4.53649 -1.382 -3.83934 -0.183734 -0.725192 0.00230989 2.72033 -6.59789 -0.763014 -0.394776 -0.343608 0.00192689 0.216774 0.251622 -0.531132 0.000489694 -0.861999 0.000808874 -1.69197 -1.4442 0.872937 internal_weight=0 123 362815 172 140 116 362643 662 242 45 420 89 197 175 361981 51 56 331 87 86 361930 2405 2383 308 359525 133 359392 43 48 44 internal_count=362938 123 362815 172 140 116 362643 662 242 45 420 89 197 175 361981 51 56 331 87 86 361930 2405 2383 308 359525 133 359392 43 48 44 cat_boundaries=0 1 2 3 cat_threshold=1122 686 912 is_linear=0 shrinkage=0.01 Tree=564 num_leaves=23 num_cat=1 split_feature=8 19 9 10 12 2 2 7 9 5 0 10 5 0 25 3 5 14 3 5 11 0 split_gain=6.12834e+06 8.05395e+06 1.36257e+07 4.46002e+06 3.00921e+06 9.65677e+06 5.82617e+06 1.9618e+07 6.71202e+07 3.01044e+07 5.28186e+06 2.2674e+06 6.73008e+06 1.86536e+06 6.67154e+06 5.50261e+06 2.47601e+06 804434 1.71438e+06 851097 609508 129636 threshold=2877.4750000000008 117.07400000000001 1889.5600000000002 44.871000000000002 2813.3566500000006 1092.7150000000004 2593.0505000000003 46.839000000000006 29.390000000000004 257.09250000000003 1501.0951200000002 2855.9890500000006 299.80000000000007 1266.1895000000002 0 1471.8415000000002 1874.1882800000003 1867.1242800000002 642.60925000000009 543.59225000000015 197.70787500000003 3.5725000000000002 decision_type=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 3 -2 6 20 11 9 -9 10 21 13 -13 17 16 -16 -15 19 -19 -1 -6 -8 right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 -23 leaf_value=0.001110326684013045 1.8172901725769044 3.1799036456238139 -8.7336196090235862 -3.5048075479076757 -0.5650242560505867 -7.5282949967817832 1.1076745417912801 21.369543237209317 -1.2630252071509236 -10.803138877205226 6.685290786743165 -1.2595981849323621 5.2291681585004257 0.45816901451891123 -0.96812406136994655 -4.9264161975567156 3.9064640227608063 -0.12770820255342283 -3.1025235212766207 0.21879961691718353 1.8742284738449824 0.12163746356964111 leaf_weight=359996 32 22 33 31 20 22 30 20 38 23 20 33 31 220 353 39 23 76 26 1805 21 24 leaf_count=359996 32 22 33 31 20 22 30 20 38 23 20 33 31 220 353 39 23 76 26 1805 21 24 internal_value=0 -2.27752 -3.52818 -0.80152 0.00177718 -2.18356 0.0021567 1.94051 6.54131 -0.810483 2.29534 0.00132812 1.8834 0.000995876 -0.540523 -1.32805 0.753541 0.00194603 -0.885994 0.00219636 0.684349 0.669436 internal_weight=0 118 96 63 362820 63 362757 155 58 97 74 362602 64 362538 635 392 243 361903 102 361801 41 54 internal_count=362938 118 96 63 362820 63 362757 155 58 97 74 362602 64 362538 635 392 243 361903 102 361801 41 54 cat_boundaries=0 5 cat_threshold=32768 262144 4096 1073741824 16384 is_linear=0 shrinkage=0.01 Tree=565 num_leaves=30 num_cat=1 split_feature=4 17 12 9 5 14 19 0 9 6 5 3 6 4 21 5 25 0 0 4 3 19 3 5 16 9 12 3 21 split_gain=5.8119e+06 2.71348e+07 6.60501e+07 1.26083e+07 7.1475e+06 1.62327e+06 1.11733e+07 3.29882e+06 3.95099e+06 1.97093e+06 2.38758e+06 1.76953e+06 1.0839e+06 868870 833940 1.61904e+06 807491 3.48151e+07 8.91791e+06 1.2876e+07 6.48426e+06 795781 645846 637128 559186 423622 214448 95561 6700.02 threshold=2632.2792750000003 164.97000000000003 85.539750000000012 31.110246000000004 575.25150000000008 1151.8115000000003 1374.0700000000002 988.99750000000006 1279.0000000000002 2871.8940000000007 710.99890000000016 165.11725000000004 378.02750000000009 970.01225000000011 927.22500000000002 29.182000000000006 0 2773.7250000000004 2773.7250000000004 104.57750000000001 2692.2960000000003 551.90250000000003 2692.2960000000003 53.202500000000008 171.70985000000002 176.8184 9.5730000000000022 53.741650000000007 1658.7750000000003 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=5 2 3 4 27 9 7 11 -9 14 23 12 25 24 16 26 17 20 22 -20 -1 -17 -18 -11 -13 -7 28 -2 -16 right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 -12 13 -14 -15 15 21 18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.032727379285780754 -0.94075920177228523 -6.1546072622026715 15.220409353101575 -6.4402817794799807 5.2863940259182094 0.23109856002529461 7.7491461585816888 0.020846710205078126 5.0121056906108201 -1.0516000741263551 -3.5749177206263822 -1.8214035558700561 1.9103957345145091 -3.1571085139683319 -0.22000486479865181 -1.0173799774646759 -0.0029720456487569557 10.014862486703056 -6.543679275804636 1.6120044499635697 5.0285035947882211 -3.804554196312314 -0.98488210201263426 1.2376995868682863 -0.037792564691641391 -1.0638281440734862 0.83041811632073448 -0.089908439462835138 -0.44719412660598756 leaf_weight=35435 33 35 37 25 33 120 21 35 29 31 34 32 35 21 27 20 326801 35 49 32 26 21 67 20 39 32 23 22 25 leaf_count=35435 33 35 37 25 33 120 21 35 29 31 34 32 35 21 27 20 326801 35 49 32 26 21 67 20 39 32 23 22 25 internal_value=0 1.77386 3.62384 -0.173266 1.60714 0.000964978 0.668428 0.234915 2.28251 0.000295023 -1.52227 -0.234785 0.323814 -1.3702 0.000651978 -0.8471 0.000923299 0.0462163 -0.00399533 -3.32168 0.0363903 -2.44496 -0.00317331 -0.153836 -0.841674 -0.0415176 0.0263951 -0.600419 -0.32923 internal_weight=0 185 150 113 88 363010 364 343 64 362646 85 279 187 92 362561 116 362445 35496 326949 81 35461 41 326868 51 71 152 75 55 52 internal_count=363195 185 150 113 88 363010 364 343 64 362646 85 279 187 92 362561 116 362445 35496 326949 81 35461 41 326868 51 71 152 75 55 52 cat_boundaries=0 7 cat_threshold=2156920960 1208057924 64 38863104 4201601 1350586922 1 is_linear=0 shrinkage=0.01 Tree=566 num_leaves=26 num_cat=0 split_feature=4 10 2 12 8 1 5 7 1 1 3 3 3 26 10 4 14 8 4 2 12 6 7 9 16 split_gain=5.69625e+06 2.67142e+07 8.93437e+07 1.74116e+07 1.745e+07 3.82776e+06 3.89197e+06 3.046e+06 7.08734e+06 2.39866e+06 6.17922e+06 5.66239e+06 5.67564e+06 2.52761e+06 1.9861e+06 1.12404e+07 1.95799e+06 1.01343e+06 2.25669e+06 4.12529e+06 2.12484e+06 880424 2.55123e+06 658042 648623 threshold=2632.2792750000003 16.208500000000004 2593.0505000000003 345.12600000000003 2877.4750000000008 1461.4925000000003 13.802000000000001 2690.3565000000003 1461.4925000000003 2779.5510000000008 1854.9329420000001 542.09453100000007 11.946000000000003 2022.5000000000002 2855.9890500000006 53.21200000000001 220.00804550000001 1926.0125000000005 586.56060000000014 204.32750000000004 41.70600000000001 2871.8940000000007 710.08000000000004 7.2255000000000011 1333.2175000000002 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 -3 -5 6 -2 9 16 14 11 12 13 -11 17 -16 23 21 19 -19 -20 24 -23 -9 -1 right_child=1 3 -4 4 -6 -7 -8 8 -10 10 -12 -13 -14 -15 15 -17 -18 18 20 -21 -22 22 -24 -25 -26 leaf_value=0.00083082717374416708 -0.30256617344342746 -9.7236062272389727 22.490326421986456 -4.3775295698642731 6.9025255411863329 -3.2726945520483928 5.1232313346862792 -0.35273782759904865 -6.7500702641227033 5.0071962288447791 -3.3638874296708541 6.6064294780731201 -2.888116095860799 0.3526072535514832 -1.5343806876634298 7.3228799239448881 2.1168907729439113 0.37660374488359616 -3.2096211939272674 4.6174138045310977 0.86045301248287331 0.11286098413169385 -4.1381634664535527 -2.4725436312180977 -0.60128044020821603 leaf_weight=362314 39 24 23 32 24 23 20 32 22 28 22 25 24 20 38 23 23 81 23 32 29 48 20 27 179 leaf_count=362314 39 24 23 32 24 23 20 32 22 28 22 25 24 20 38 23 23 81 23 32 29 48 20 27 179 internal_value=0 1.75613 5.07305 -2.59734 0.45678 0.187714 1.53669 0.000955328 -1.71019 0.0014457 1.42096 2.50618 1.08248 3.06778 0.000980076 1.80524 -0.358022 0.000676652 0.784206 1.57754 -0.939772 0.000320071 -1.13744 -1.32282 0.000533503 internal_weight=0 185 105 80 56 82 59 363010 104 362906 119 97 72 48 362787 61 82 362726 165 113 52 362561 68 59 362493 internal_count=363195 185 105 80 56 82 59 363010 104 362906 119 97 72 48 362787 61 82 362726 165 113 52 362561 68 59 362493 is_linear=0 shrinkage=0.01 Tree=567 num_leaves=24 num_cat=0 split_feature=4 17 2 1 1 7 1 1 3 0 3 10 4 14 8 4 2 12 6 7 0 9 0 split_gain=5.58289e+06 2.6425e+07 6.98928e+07 7.5526e+06 9.46604e+06 2.98538e+06 6.9463e+06 2.35092e+06 6.05626e+06 5.57445e+06 3.46108e+06 1.94658e+06 1.10167e+07 1.91902e+06 993259 2.21178e+06 4.04319e+06 2.08256e+06 862904 2.50046e+06 962354 644947 467998 threshold=2632.2792750000003 164.97000000000003 2593.0505000000003 1461.4925000000003 117.95700000000001 2690.3565000000003 1461.4925000000003 2779.5510000000008 1854.9329420000001 988.99750000000006 92.246000000000009 2855.9890500000006 53.21200000000001 220.00804550000001 1926.0125000000005 586.56060000000014 204.32750000000004 41.70600000000001 2871.8940000000007 710.08000000000004 1836.963 7.2255000000000011 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 2 2 left_child=5 2 3 4 22 7 13 11 9 10 -9 14 -13 21 18 16 -16 -17 20 -20 -1 -7 -2 right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14 -15 15 17 -18 -19 19 -21 -22 -23 -24 leaf_value=0.00010877870887128348 0.10795186390747896 -6.085511449405125 15.711259205076431 -4.0604522689183549 7.4093729028701789 -0.34921047449111942 -6.6825696564804424 -1.1344812165773832 -3.33024902863936 5.6717538912636893 3.7566075897216797 -1.5190368556976319 7.2496511310079823 2.0957218734077783 0.37283771638517027 -3.1775249995356023 4.5712396436370915 0.85184847714572121 0.11173234716057778 -4.0967818312644964 0.63354909037364027 -2.4478182133038842 -1.7611185596102761 leaf_weight=362253 37 35 36 36 20 32 22 39 22 35 23 38 23 23 81 23 32 29 48 20 240 27 21 leaf_count=362253 37 35 36 36 20 32 22 39 22 35 23 38 23 23 81 23 32 29 48 20 240 27 21 internal_value=0 1.73856 3.56418 -0.271738 1.4769 0.000945775 -1.69308 0.00143124 1.40675 2.48112 0.679955 0.000970276 1.78719 -0.354442 0.000669885 0.776364 1.56177 -0.930374 0.00031687 -1.12607 0.000528168 -1.30959 -0.568781 internal_weight=0 185 150 114 78 363010 104 362906 119 97 62 362787 61 82 362726 165 113 52 362561 68 362493 59 58 internal_count=363195 185 150 114 78 363010 104 362906 119 97 62 362787 61 82 362726 165 113 52 362561 68 362493 59 58 is_linear=0 shrinkage=0.01 Tree=568 num_leaves=26 num_cat=0 split_feature=4 10 2 12 5 1 5 7 1 1 3 3 0 10 4 14 26 0 1 1 1 19 1 11 3 split_gain=5.47179e+06 2.59895e+07 8.62746e+07 1.72435e+07 1.20995e+07 3.67677e+06 3.75728e+06 2.92597e+06 6.80807e+06 2.30414e+06 5.93574e+06 5.48361e+06 8.89303e+06 1.90784e+06 1.07974e+07 1.88083e+06 1.26867e+06 903881 3.51919e+06 7.32081e+06 1.38184e+06 1.19505e+06 1.31302e+06 786346 407970 threshold=2632.2792750000003 16.208500000000004 2593.0505000000003 345.12600000000003 2763.7525000000005 1461.4925000000003 13.802000000000001 2690.3565000000003 1461.4925000000003 2779.5510000000008 1854.9329420000001 542.09453100000007 988.99750000000006 2855.9890500000006 53.21200000000001 220.00804550000001 2022.5000000000002 1501.0951200000002 166.66900000000001 367.53225000000003 51.897000000000013 1374.0700000000002 786.48464000000001 177.60300000000004 263.96400000000011 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 -3 -5 6 -2 9 15 13 11 12 16 17 -15 24 -11 21 20 -20 -19 23 -23 -1 -9 right_child=1 3 -4 4 -6 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 leaf_value=-0.0011922902908035938 -0.29293549653811335 -9.6646282283465066 22.108310078330661 -3.1340010411398755 6.4673712085542228 -3.1993630591682769 5.0381501178741459 -1.891979534320342 -6.6157439049807465 -3.0220838964553103 -3.2969463452425867 6.4913080848693845 6.7221638431549069 -1.5038464882499292 7.1771544945758317 2.0747646663499917 0.16128035791458623 -0.13291611766815187 4.9535157187117473 0.4090496245901028 -2.5166311225295068 -0.52996200137946869 -3.3344436678886415 0.13229680573881247 -0.135298238158226 leaf_weight=357712 39 24 23 35 21 23 20 39 22 21 22 25 20 38 23 23 31 185 45 167 28 101 20 4468 20 leaf_count=357712 39 24 23 35 21 23 20 39 22 21 22 25 20 38 23 23 31 185 45 167 28 101 20 4468 20 internal_value=0 1.72118 4.9928 -2.57283 0.466514 0.192112 1.51421 0.000936317 -1.67615 0.00141693 1.39268 2.45631 1.05527 0.000960573 1.76932 -0.350897 -1.12431 0.000663186 0.461563 1.37368 -0.446268 0.000122524 -0.993513 0.000454486 -1.29649 internal_weight=0 185 105 80 56 82 59 363010 104 362906 119 97 72 362787 61 82 52 362726 425 212 213 362301 121 362180 59 internal_count=363195 185 105 80 56 82 59 363010 104 362906 119 97 72 362787 61 82 52 362726 425 212 213 362301 121 362180 59 is_linear=0 shrinkage=0.01 Tree=569 num_leaves=28 num_cat=2 split_feature=3 12 13 6 6 2 0 16 1 2 6 7 1 0 26 8 14 18 2 0 24 1 2 1 3 25 18 split_gain=4.08941e+06 3.19352e+07 9.41981e+07 1.67684e+07 5.85923e+06 4.23246e+06 2.92325e+06 1.66212e+06 1.00175e+07 1.84918e+06 1.41633e+06 2.30462e+06 1.35853e+06 1.071e+06 994574 851431 4.523e+06 2.10957e+06 1.57833e+06 1.04651e+06 1.53795e+07 1.18828e+07 8.33368e+06 1.02114e+06 3.81199e+06 558540 87752.3 threshold=2692.2960000000003 41.70600000000001 683.01949999999999 1913.0125000000005 1913.0125000000005 1444.3300000000002 267.74254750000006 1907.6205000000002 1461.4925000000003 669.1825 2871.8940000000007 543.29875000000015 206.48775000000003 103.32460000000002 2022.5000000000002 998.8850000000001 1867.1242800000002 1050.0050000000003 351.55365000000006 1836.963 0 326.91650000000004 1444.3300000000002 1891.4572200000002 1278.9218000000003 1 522.46369700000014 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 9 2 left_child=7 3 -3 5 -4 6 14 10 9 13 15 12 -12 26 -2 19 17 18 -17 23 21 -21 -22 25 -25 -1 -9 right_child=1 2 4 -5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 leaf_value=0.15251123576783696 2.5388835888817201 25.20497771835327 -5.2021037483215329 -7.3823311558891751 2.4524551391601563 4.451788950636983 -3.6443845641613009 0.12664973016941186 7.4473784519377206 -2.8898520240783694 -1.107338071450209 -3.2596292260033746 2.0982873408496379 2.5140090770721435 -0.38709517112145059 -0.049738615902853604 4.4465565424699047 -2.4922539349964685 1.0202572866361677 0.26477377769762073 -0.74240917629287351 6.7228634755952026 -7.7855075454711917 -0.191640647127368 -4.3676139808654781 -0.00074111752007206821 -0.70026282117480321 leaf_weight=2384 21 20 20 34 20 24 20 33 21 20 39 35 20 20 26 405 26 28 209 58 105 56 20 174 25 359311 21 leaf_count=2384 21 20 20 34 20 24 20 33 21 20 39 35 20 20 26 405 26 28 209 58 105 56 20 174 25 359311 21 internal_value=0 1.48819 7.48511 -1.39034 -1.37482 0.848432 -0.442323 0.00103692 1.20306 -0.191946 0.000656004 -1.22668 -0.0206854 0.537218 0.920257 0.000974 0.35766 0.192066 0.314478 0.000316047 0.661816 3.15998 -1.73084 -0.000120817 -0.71626 0.000273194 -0.194927 internal_weight=0 185 60 125 40 91 67 363010 115 94 362895 94 59 74 47 362801 668 642 614 362133 239 114 125 361894 199 361695 54 internal_count=363195 185 60 125 40 91 67 363010 115 94 362895 94 59 74 47 362801 668 642 614 362133 239 114 125 361894 199 361695 54 cat_boundaries=0 1 7 cat_threshold=30 0 0 0 4194304 4196480 276828192 is_linear=0 shrinkage=0.01 Tree=570 num_leaves=29 num_cat=3 split_feature=25 3 3 1 0 4 4 0 0 1 16 1 1 0 6 3 4 9 25 10 0 0 25 18 0 7 4 0 split_gain=2.93014e+06 1.51463e+08 3.5637e+07 9.51038e+07 8.89044e+06 6.56044e+06 2.00938e+06 2.77709e+06 2.08822e+06 2.56364e+06 1.81357e+06 7.94424e+06 2.71448e+06 1.00407e+07 3.27533e+06 2.72269e+06 1.65074e+06 1.25588e+06 1.83605e+06 4.10767e+06 2.20446e+06 1.76386e+06 8.42117e+06 1.05581e+06 550272 489539 532612 7532.51 threshold=0 2692.2960000000003 2692.2960000000003 2779.5510000000008 1836.963 258.76800000000009 1876.5445000000002 1266.1895000000002 988.99750000000006 959.97700000000009 1907.6205000000002 1097.7209 2779.5510000000008 1114.9175000000002 456.19875000000008 292.91330000000005 1876.5445000000002 887.33690000000013 1 686.95125000000019 1836.963 885.78750000000014 2 2924.8625000000006 5.882454000000001 434.2050000000001 24.685500000000001 54.605550000000008 decision_type=9 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 left_child=1 4 10 5 6 24 7 8 9 -1 12 25 17 15 -15 27 -7 21 19 -19 -20 23 -23 -2 -4 26 -12 -14 right_child=2 -3 3 -5 -6 16 -8 -9 -10 -11 11 -13 13 14 -16 -17 -18 18 20 -21 -22 22 -24 -25 -26 -27 -28 -29 leaf_value=0.036521845423415598 -0.00066905471654750512 19.886022061078979 1.9106948558262418 -22.689120330810546 4.9427633708232159 -2.1833494944321483 2.9599920131849204 -3.2000547486764415 3.0227603787961215 -2.0667366077132145 0.12962413473261727 6.8154952067420593 -0.35076713491369177 -8.0465192890167234 -2.5252254540579662 3.9156674594879148 -5.4533726802239055 -0.1582703471814885 -0.50474872780102564 4.7806443868364612 -3.2444999368729128 2.0422641827646366 -0.11159032950356744 2.0145514568915734 -0.055267233600219089 0.98574953031539925 -1.905697624564171 -0.60003979769620031 leaf_weight=3264 357602 39 35 25 37 38 23 27 23 59 36 21 27 22 21 20 26 85 558 21 31 232 729 26 24 30 20 22 leaf_count=3264 357602 39 35 25 37 38 23 27 23 59 36 21 27 22 21 20 26 85 558 21 31 232 729 26 24 30 20 22 internal_value=0 0.289175 -0.00231329 -4.90835 0.0673912 -1.29437 0.0142732 -0.00581327 0.0199621 -0.000821594 -0.000293639 1.30141 -0.000681183 -1.55724 -5.35007 0.806402 -3.5118 -0.000195954 -0.424876 0.749488 -0.638112 0.000627141 0.428473 -0.000522546 1.11098 -0.0450581 -0.597276 -0.462685 internal_weight=0 3472 359651 148 3433 123 3396 3373 3346 3323 359503 107 359396 112 43 69 64 359284 695 106 589 358589 961 357628 59 86 56 49 internal_count=363123 3472 359651 148 3433 123 3396 3373 3346 3323 359503 107 359396 112 43 69 64 359284 695 106 589 358589 961 357628 59 86 56 49 cat_boundaries=0 6 12 17 cat_threshold=1048576 0 0 0 2048 1024 0 262144 256 0 0 2147483648 8389120 262148 4112 1073741824 16384 is_linear=0 shrinkage=0.01 Tree=571 num_leaves=37 num_cat=4 split_feature=25 3 3 2 1 3 1 8 24 26 2 2 16 1 1 3 3 26 9 25 10 1 2 25 17 2 4 8 4 14 17 1 2 10 3 1 split_gain=2.87182e+06 1.48449e+08 3.49278e+07 9.82551e+07 3.89921e+06 1.47715e+07 3.58954e+06 2.59923e+06 2.33568e+06 3.35115e+06 2.40939e+06 2.2181e+06 1.77748e+06 7.78615e+06 2.66047e+06 4.73695e+06 8.5152e+06 2.90328e+06 1.23089e+06 1.79951e+06 4.02593e+06 1.07298e+06 1.05321e+06 3.64014e+06 1.03606e+06 1.02915e+06 991438 979488 913631 901941 857255 650987 594687 551145 466531 236060 threshold=0 2692.2960000000003 2692.2960000000003 2593.0505000000003 860.12500000000011 131.57168150000004 1461.4925000000003 45.765000000000008 1 2022.5000000000002 322.86800000000011 241.74800000000005 1907.6205000000002 1097.7209 2779.5510000000008 1107.1660000000004 369.71584999999999 2022.5000000000002 887.33690000000013 2 686.95125000000019 122.83750000000002 669.1825 3 1471.0585000000003 14.954500000000001 221.03315000000001 30.860146500000003 4.5850000000000009 901.40207500000008 1268.0600000000002 959.97700000000009 100.83400000000002 306.86880000000008 191.28750000000002 26.307400000000005 decision_type=9 2 2 2 2 2 2 2 1 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 left_child=1 4 12 6 8 25 7 28 9 -1 11 29 14 30 18 16 17 -16 22 20 -20 34 31 -24 -21 -6 -23 -7 -4 -10 32 -2 -14 35 -12 -11 right_child=2 -3 3 -5 5 27 -8 -9 10 33 21 -13 13 -15 15 -17 -18 -19 19 24 -22 26 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=1.4352009370877192 7.7589246622745424e-05 19.687162025647286 0.58317993164062498 -21.018727523803708 7.3421024894714355 -3.6113489300554451 -3.9528917736477323 -1.9386607882635936 -0.051390420257723501 -0.17760153546739132 -1.0301990379477446 2.6196760325278006 0.0021322232335805893 6.747340324095318 -4.1993360844780412 -5.3781251991271972 5.2868722438812261 -0.035580838087833293 -0.15668763798475266 -0.55601629990392032 4.7328379131498792 -3.6438610305786132 -0.62730057692144348 0.56123074752107782 -2.6774079553286239 4.4430182792663571 -1.2120215375799881 -0.62731895322149445 3.2488921489715574 -1.8247800958567653 1.4720753060854397 -0.3486850622287993 -2.1097747037410737 1.2532000893812913 0.76225796031951898 -1.2187706915537517 leaf_weight=260 356668 39 36 30 24 22 27 35 2594 235 53 31 40 21 34 25 20 33 85 565 21 30 332 1053 24 25 38 22 20 29 26 536 20 26 20 24 leaf_count=260 356668 39 36 30 24 22 27 35 2594 235 53 31 40 21 34 25 20 33 85 565 21 30 332 1053 24 25 38 22 20 29 26 536 20 26 20 24 internal_value=0 0.286284 -0.00228962 -4.85926 0.0667173 2.0864 -0.750923 0.199112 0.0104806 0.603151 -0.10686 -0.0395687 -0.000290165 1.28839 -0.000673834 -1.54167 -0.439243 -2.14853 -0.000193457 -0.420627 0.741993 -1.38105 0.000621408 0.275849 -0.631731 5.86298 -2.28489 -2.11933 1.53522 -0.0709971 -0.0446075 -0.000445744 -0.701837 -0.13475 -0.539115 -0.274081 internal_weight=0 3472 359651 148 3433 93 118 91 3340 545 2795 2654 359503 107 359396 112 87 67 359284 695 106 141 358589 1385 589 49 68 44 56 2623 86 357204 60 285 73 259 internal_count=363123 3472 359651 148 3433 93 118 91 3340 545 2795 2654 359503 107 359396 112 87 67 359284 695 106 141 358589 1385 589 49 68 44 56 2623 86 357204 60 285 73 259 cat_boundaries=0 6 7 13 20 cat_threshold=1048576 0 0 0 2048 1024 3 0 262144 256 0 0 2147483648 142868484 1207959620 524353 6291456 5120 2147483649 2 is_linear=0 shrinkage=0.01 Tree=572 num_leaves=30 num_cat=2 split_feature=25 0 9 3 2 9 6 1 5 7 1 0 0 5 0 1 1 6 6 5 7 7 24 19 9 18 15 2 26 split_gain=2.81467e+06 1.46207e+08 9.26167e+07 3.42328e+07 9.62998e+07 9.63462e+06 7.03133e+06 3.51811e+06 4.4846e+06 5.91058e+06 3.34109e+06 1.18517e+07 5.45123e+06 3.51014e+06 1.74524e+06 8.6011e+06 3.77131e+06 2.15415e+06 1.57586e+06 5.88507e+06 2.75256e+06 8.13931e+06 1.47454e+06 1.18815e+06 1.16725e+06 735184 841901 679150 36076.6 threshold=0 2773.7250000000004 85.335000000000022 2692.2960000000003 2593.0505000000003 1889.5600000000002 1913.0125000000005 1461.4925000000003 1121.68056 188.74200000000005 860.12500000000011 635.67100000000016 1501.0951200000002 81.215350000000015 2773.7250000000004 1891.4572200000002 290.01425000000006 16.192500000000006 1913.0125000000005 1874.1882800000003 608.55210000000022 192.93375 1 2812.9105000000004 887.33690000000013 2924.8625000000006 1206.4050000000002 104.10200000000002 2022.5000000000002 decision_type=9 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=1 5 -3 14 7 6 10 8 9 27 12 13 22 -12 18 16 17 28 23 20 21 -20 -1 25 -22 26 -2 -5 -16 right_child=3 2 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 19 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.75315643051876524 -0.00026368463512063347 32.223069331956943 3.5234860472245653 -0.34572548945744835 -20.80854029337565 6.3628134711583462 -5.7639654273078555 -3.9133629184299048 3.7071554866203895 -5.7301310338973996 -2.3261622981230419 7.9390974744160978 -4.4021281101022449 2.8988852014541626 -2.5909796936035154 -6.1799525324503577 3.0116242132894695 1.5873439025357365 -0.24925025441705487 4.8953370060170851 -0.21001585279192245 6.8331834819912913 -0.032956306202211336 2.0595069448011261 -3.0974858442161763 1.6198036663872857 -0.61215643377304074 2.1167612837113086 -2.0357397753542119 leaf_weight=249 358903 23 22 24 30 24 21 27 26 20 36 24 28 20 25 27 32 20 86 31 28 20 3025 28 28 28 225 21 22 leaf_count=249 358903 23 22 24 30 24 21 27 26 20 36 24 28 20 25 27 32 20 86 31 28 20 3025 28 28 28 225 21 22 internal_value=0 0.283421 18.1922 -0.00226674 -4.81067 0.0490878 0.00455964 -0.743414 0.197121 -1.20689 0.0403784 2.05968 -0.00854466 -0.460074 -0.000287282 -1.17699 0.187455 -1.1614 0.000125277 0.90349 0.139618 1.08706 0.0290303 -0.000360127 -1.65375 -0.000520715 -0.000647046 0.803435 -2.33108 internal_weight=0 3472 45 359651 148 3427 3403 118 91 65 3382 80 3302 56 359503 126 99 67 359377 193 162 106 3274 359184 56 359156 359128 45 47 internal_count=363123 3472 45 359651 148 3427 3403 118 91 65 3382 80 3302 56 359503 126 99 67 359377 193 162 106 3274 359184 56 359156 359128 45 47 cat_boundaries=0 6 7 cat_threshold=1048576 0 0 0 2048 1024 1 is_linear=0 shrinkage=0.01 Tree=573 num_leaves=32 num_cat=2 split_feature=25 2 10 0 1 15 1 1 7 1 4 11 24 0 0 1 26 17 11 7 7 8 19 19 2 9 2 10 5 26 17 split_gain=2.75906e+06 1.43733e+08 1.01534e+08 2.94937e+07 1.18697e+08 3.7085e+06 5.26464e+06 8.94358e+06 3.59738e+06 4.26265e+06 2.62993e+06 5.92556e+06 2.29256e+06 1.05073e+07 8.67302e+06 2.83564e+06 2.14004e+06 1.27266e+06 8.63243e+06 1.75494e+06 2.39444e+06 787676 691334 942149 2.18484e+06 676162 614211 525685 522843 250957 218250 threshold=0 2593.0505000000003 86.603682500000005 2773.7250000000004 2779.5510000000008 180.37925000000004 1461.4925000000003 290.01425000000006 1888.9124200000003 1891.4572200000002 2632.2792750000003 1022.9471520000001 1 591.40200000000016 1501.0951200000002 1256.4300000000001 2022.5000000000002 1471.0585000000003 1602.5343235000003 418.14250000000004 63.062500000000007 42.484360000000002 1016.455 216.76770000000005 1092.7150000000004 887.33690000000013 274.40500000000003 800.19400000000007 13.802000000000001 2022.5000000000002 224.07915000000003 decision_type=9 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=1 8 -3 10 5 6 7 29 9 12 17 21 13 16 15 -14 -1 22 19 20 -19 28 23 25 -25 -2 30 -28 -12 -5 -24 right_child=3 2 -4 4 -6 -7 -8 -9 -10 -11 11 -13 14 -15 -16 -17 -18 18 -20 -21 -22 -23 26 24 -26 -27 27 -29 -30 -31 -32 leaf_value=0.80286288856195198 -0.00034961837269431746 32.107611115773523 1.5997431488037108 -2.5695086891420424 -23.000439441544668 3.698035915374756 -5.1182947556177778 5.1993920307159422 -3.8906502931014355 3.6005968072835142 -0.27511704703739709 -5.8246921829223632 -0.077679353265493412 5.7890070635742612 -5.7434285344017875 3.4496279600392219 -0.24785265775402088 -0.31504293624311686 6.4158805511395132 -1.9627866870003778 3.5764121391659693 0.98109829656539416 -0.027823809108068778 0.20912879264578607 2.8576549770776185 -0.33577256195791733 -2.7635729848254811 -0.52350478076934814 -2.3019492206573484 -1.2507934636981399 -1.0065016458712277 leaf_weight=377 357278 24 20 31 28 20 24 25 23 34 35 25 2509 36 27 23 399 64 24 37 21 31 86 1168 32 602 22 20 20 27 31 leaf_count=377 357278 24 20 31 28 20 24 25 23 34 35 25 2509 36 27 23 399 64 24 37 21 31 86 1168 32 602 22 20 20 27 31 internal_value=0 0.280607 18.2404 -0.00224407 -4.36343 -0.254486 -0.993275 0.199501 0.0509035 0.0775278 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1282.0428000000002 2732.1750000000006 800.19400000000007 2724.2674800000009 152.11795000000004 1926.0125000000005 1113.0755000000001 887.33690000000013 1836.963 2773.7250000000004 56.88600000000001 148.25225000000003 1287.5327000000002 608.55210000000022 1962.6297000000002 2877.4750000000008 104.28351050000001 826.40400000000011 787.73500000000001 130.17000000000002 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 20 4 -4 8 7 -7 -6 10 13 16 12 -12 15 -15 -10 19 -18 -11 -1 -2 right_child=1 -3 3 -5 5 6 -8 -9 9 18 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 leaf_value=0.0002636641761182524 0.25491760004650466 7.7060816993713379 0.70203433842570695 -8.9992310590744022 0.065611630015903061 -1.0463241141183037 16.811894935261119 -7.2669553146362311 -0.40975131331479736 -5.4656044691259202 -0.0033205973334384689 -7.3218198979984628 16.661204953193664 4.864955844221444 -0.2160033616423607 -3.4793042257557745 0.62472722269594672 -5.1453925800323486 -2.3621717457771303 0.89894096412858759 -1.5214247772910379 leaf_weight=361826 33 20 27 20 36 28 22 20 577 22 99 22 24 29 48 23 32 20 30 143 22 leaf_count=361826 33 20 27 20 36 28 22 20 577 22 99 22 24 29 48 23 32 20 30 143 22 internal_value=0 1.72083 0.000107994 -3.42616 0.000551615 1.86403 6.81129 -2.55316 7.30039e-06 -0.516932 0.00104784 1.64455 3.24829 -0.27435 1.6976 -0.527418 0.00038957 -1.59455 -3.67516 0.000618697 -0.455619 internal_weight=0 75 363048 47 363001 106 50 56 362895 729 362166 145 123 677 77 600 362021 52 52 361969 55 internal_count=363123 75 363048 47 363001 106 50 56 362895 729 362166 145 123 677 77 600 362021 52 52 361969 55 is_linear=0 shrinkage=0.01 Tree=575 num_leaves=30 num_cat=3 split_feature=12 3 25 4 4 3 1 1 8 8 4 0 6 19 1 19 12 0 0 1 26 5 3 25 1 11 3 24 8 split_gain=8.6453e+06 1.59511e+07 1.46813e+06 6.28298e+07 8.48934e+06 9.82086e+06 2.93441e+06 2.32476e+06 3.70274e+06 1.94838e+06 5.66039e+06 1.75719e+06 1.37108e+06 1.34522e+06 9.67949e+06 2.15261e+06 2.28356e+06 1.18507e+06 1.0884e+06 1.13589e+07 5.84547e+06 1.89395e+06 1.09816e+06 5.8384e+06 1.35796e+06 834918 980104 615781 237285 threshold=2813.3566500000006 2692.2960000000003 0 1517.5820000000001 2632.2792750000003 2692.2960000000003 1256.4300000000001 1097.7209 548.50000000000011 12.339000000000002 11.902000000000003 803.13700000000006 1295.575 762.32868000000008 1461.4925000000003 824.48000000000013 439.66800000000001 65.403650000000013 2773.7250000000004 584.17800000000011 2022.5000000000002 337.81075000000004 314.62380000000002 1 2779.5510000000008 1.0000000180025095e-35 103.52400000000002 2 153.17075000000003 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 9 2 2 2 1 2 left_child=2 12 3 6 13 7 9 25 -9 11 28 27 17 18 15 -15 -17 -2 22 20 -20 -21 24 -24 -4 26 -6 -1 -11 right_child=1 -3 4 -5 5 -7 -8 8 -10 10 -12 -13 -14 14 -16 16 -18 -19 19 21 -22 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=0.28892598024856897 -1.2300820053429218 -10.672831595284599 -0.0010672195831679606 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0.588392 0.0763945 0.134732 internal_weight=0 103 363132 1382 361750 145 1360 117 42 1333 83 1250 82 361605 323 299 263 60 361282 132 75 57 361150 3975 357175 75 53 1226 63 internal_count=363235 103 363132 1382 361750 145 1360 117 42 1333 83 1250 82 361605 323 299 263 60 361282 132 75 57 361150 3975 357175 75 53 1226 63 cat_boundaries=0 6 12 13 cat_threshold=0 0 0 0 2176 1024 2113568 134218816 201850960 0 4211712 2 3398 is_linear=0 shrinkage=0.01 Tree=576 num_leaves=35 num_cat=0 split_feature=12 3 2 6 6 2 1 3 0 0 5 18 7 6 2 9 10 1 2 10 2 4 26 1 0 4 4 3 0 0 2 1 17 7 split_gain=8.47326e+06 1.56336e+07 1.66273e+06 1.28472e+06 5.47201e+06 4.48265e+07 4.08117e+06 1.71164e+07 3.41897e+06 3.202e+06 9.85111e+06 2.83967e+07 9.44106e+06 9.22733e+06 3.16675e+06 2.89492e+06 4.85759e+06 2.74024e+06 4.3139e+06 2.31096e+06 1.58254e+06 3.17944e+06 2.25392e+06 1.62204e+06 2.57467e+06 3.33458e+06 1.60105e+06 1.38687e+06 1.27616e+06 1.12307e+06 1.00768e+06 158478 165102 196640 threshold=2813.3566500000006 2692.2960000000003 579.4525000000001 275.94813500000004 287.23380000000003 266.08684 2779.5510000000008 1471.8415000000002 53.8705 1836.963 1874.1882800000003 321.88825000000003 1888.9124200000003 2871.8940000000007 48.756000000000007 1889.5600000000002 2855.9890500000006 1461.4925000000003 322.86800000000011 519.72350000000017 2593.0505000000003 103.76505 2022.5000000000002 1256.4300000000001 1501.0951200000002 141.82650000000004 128.56546000000003 2692.2960000000003 7.7315000000000014 2773.7250000000004 22.573000000000004 146.56050000000002 7.7020000000000008 65.627825000000016 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 left_child=3 2 28 6 5 31 20 8 -8 10 15 12 -12 17 -10 16 -6 18 -11 -17 23 22 -22 27 26 -26 -25 29 -2 -1 -29 32 33 -5 right_child=1 -3 -4 4 9 -7 7 -9 14 13 11 -13 -14 -15 -16 19 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 30 -30 -31 -32 -33 -34 -35 leaf_value=-0.00055168325443279262 -1.0506660556431973 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0.153819 2.96338 0.743393 -1.39024 -1.47234 0.0656326 0.10152 -0.03855 -1.19851 -2.02688 -0.00044832 1.46178 3.07897 -0.000750002 -0.669798 -2.93702 -0.356095 -7.40669e-05 0.157352 -0.000292093 1.7752 0.0231218 0.216626 0.40872 internal_weight=0 103 82 363132 4280 165 358852 104 82 4115 3976 121 100 139 51 3855 3790 109 71 65 358748 74 46 358674 362 44 318 358312 53 358268 44 145 108 87 internal_count=363235 103 82 363132 4280 165 358852 104 82 4115 3976 121 100 139 51 3855 3790 109 71 65 358748 74 46 358674 362 44 318 358312 53 358268 44 145 108 87 is_linear=0 shrinkage=0.01 Tree=577 num_leaves=27 num_cat=2 split_feature=12 3 2 25 4 4 3 2 1 7 11 6 3 2 26 3 7 4 2 6 2 24 5 5 1 2 split_gain=8.30465e+06 1.53225e+07 1.62964e+06 1.43843e+06 6.15589e+07 8.25054e+06 9.52918e+06 6.721e+06 2.86302e+06 1.81515e+06 2.13697e+06 8.99272e+06 2.0754e+06 1.76628e+06 1.43133e+06 1.03512e+06 6.25912e+06 1.02269e+06 951706 970688 794533 661192 511589 393687 169939 164622 threshold=2813.3566500000006 2692.2960000000003 579.4525000000001 0 1517.5820000000001 2632.2792750000003 2692.2960000000003 1800.6974500000001 1256.4300000000001 2690.3565000000003 2995.7383125000001 642.48675000000014 1278.9218000000003 274.40500000000003 2022.5000000000002 2692.2960000000003 759.38475000000005 29.514650500000005 957.78375000000017 300.14450000000005 520.5395000000002 1 31.992000000000004 16.537500000000005 26.307400000000005 1254.2925000000002 decision_type=2 2 2 9 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 2 17 4 8 9 7 18 13 10 15 -12 14 21 -11 20 -17 -2 19 -7 -5 24 -16 -23 -1 -15 right_child=1 -3 -4 5 -6 6 -8 -9 -10 12 11 -13 -14 25 22 16 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 leaf_value=-0.23656457266767711 -0.92563392801718281 -10.460442206973122 -2.7928201866149904 -0.00067837897095291636 16.91813808441162 0.22044501248826373 -7.6254319093908576 -6.4093288812637335 -3.1680983458624947 -2.6083664963462136 -1.2690609207311097 6.9361310534043739 -4.0139949674191682 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7 cat_threshold=0 0 0 0 2176 1024 537 is_linear=0 shrinkage=0.01 Tree=578 num_leaves=26 num_cat=2 split_feature=12 3 2 25 4 4 3 2 1 7 11 6 3 2 0 26 0 3 7 2 6 2 24 5 2 split_gain=8.13938e+06 1.50176e+07 1.59721e+06 1.40981e+06 6.03339e+07 8.08636e+06 9.33955e+06 6.58725e+06 2.80605e+06 1.77903e+06 2.09445e+06 8.81376e+06 2.0341e+06 1.73113e+06 1.95082e+06 1.40285e+06 1.23366e+06 1.01452e+06 6.13456e+06 932767 951371 778721 641088 501408 161346 threshold=2813.3566500000006 2692.2960000000003 579.4525000000001 0 1517.5820000000001 2632.2792750000003 2692.2960000000003 1800.6974500000001 1256.4300000000001 2690.3565000000003 2995.7383125000001 642.48675000000014 1278.9218000000003 274.40500000000003 1266.1895000000002 2022.5000000000002 7.7315000000000014 2692.2960000000003 759.38475000000005 957.78375000000017 300.14450000000005 520.5395000000002 1 31.992000000000004 1254.2925000000002 decision_type=2 2 2 9 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 16 4 8 9 7 19 13 10 17 -12 15 14 22 -11 -2 21 -19 20 -7 -5 -1 -17 -15 right_child=1 -3 -4 5 -6 6 -8 -9 -10 12 11 -13 -14 24 -16 23 -18 18 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.1818325547440974 -1.0335082748667761 -10.355837751116072 -2.7648919976990802 -0.0006715953935105426 16.748956923051313 0.21824056714139087 -7.5491778096130915 -6.3452355217933656 -3.1364172066582574 -2.5822828327525746 -1.256370304963168 6.8667697819796478 -3.973855222204457 2.6182568774016004 -3.0470704450607298 -0.46406018575032554 2.1139724636077881 -0.4308172378109561 5.4070667870839442 1.6218847335815429 -2.1962317155838016 0.18273618069969022 0.27695234192204354 1.6798245086669923 1.4337710098598313 leaf_weight=489 33 21 29 359034 22 47 28 20 27 22 34 22 23 23 20 24 20 72 24 25 25 2330 778 20 23 leaf_count=489 33 21 29 359034 22 47 28 20 27 22 34 22 23 23 20 24 20 72 24 25 25 2330 778 20 23 internal_value=0 -2.81049 -0.878149 0.00101113 0.318644 -0.000211135 -2.36126 -1.11971 0.0552029 0.000735618 0.00108364 1.93486 -1.41292 0.119849 0.0517192 -0.520472 0.15422 0.000784044 1.02865 -0.0422821 -0.620118 0.00051098 0.100635 0.510433 2.02601 internal_weight=0 103 82 363132 1382 361750 145 117 1360 361605 361516 56 89 1333 1287 66 53 361460 96 97 72 361364 1267 44 46 internal_count=363235 103 82 363132 1382 361750 145 117 1360 361605 361516 56 89 1333 1287 66 53 361460 96 97 72 361364 1267 44 46 cat_boundaries=0 6 7 cat_threshold=0 0 0 0 2176 1024 569 is_linear=0 shrinkage=0.01 Tree=579 num_leaves=27 num_cat=1 split_feature=12 3 2 25 4 4 3 2 1 8 2 7 11 5 3 26 3 7 4 2 2 5 5 5 1 8 split_gain=7.97741e+06 1.47188e+07 1.56542e+06 1.38181e+06 5.91332e+07 7.92544e+06 9.15369e+06 6.45616e+06 2.75269e+06 1.8883e+06 5.58008e+06 1.74363e+06 2.05277e+06 7.84859e+06 1.99362e+06 1.37493e+06 994336 6.01248e+06 985523 914205 763225 551281 491430 375179 232932 84668.7 threshold=2813.3566500000006 2692.2960000000003 579.4525000000001 0 1517.5820000000001 2632.2792750000003 2692.2960000000003 1800.6974500000001 959.97700000000009 12.339000000000002 7.9537500000000003 2690.3565000000003 2995.7383125000001 911.29109000000005 1278.9218000000003 2022.5000000000002 2692.2960000000003 759.38475000000005 29.514650500000005 957.78375000000017 520.5395000000002 133.83150000000003 31.992000000000004 397.76814000000007 31.197500000000002 135.58212499999999 decision_type=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=3 2 18 4 8 11 7 19 9 23 25 12 16 -14 15 -13 20 -18 -2 21 -5 -7 -17 24 -1 -11 right_child=1 -3 -4 5 -6 6 -8 -9 -10 10 -12 14 13 -15 -16 22 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.079786390497960755 -0.90890384063576213 -10.252279597691127 -2.7372430725755361 -0.00066487937042099753 16.581466455459594 0.14695080585596038 -7.4736862427847726 -6.2817833023071286 -2.8910577909408079 0.24381771905081615 5.6492224810520808 -2.5564600181579591 -1.095920891586472 6.5695515025745737 -3.9341165302110754 -0.45941959897677104 -0.42650906963480845 5.3529959615071618 1.9042883244752884 1.6056659149169923 0.18090881514514082 -1.6202253243231004 1.663026222229004 -1.3325142307281492 -0.55413057006773403 -0.52734800974527996 leaf_weight=1165 33 21 29 359034 22 41 28 20 31 35 24 22 34 22 23 24 72 24 20 25 2330 31 20 20 61 24 leaf_count=1165 33 21 29 359034 22 41 28 20 31 35 24 22 34 22 23 24 72 24 20 25 2330 31 20 20 61 24 internal_value=0 -2.78239 -0.869367 0.00100104 0.315465 -0.000209023 -2.33765 -1.10851 0.0546579 0.123369 1.58384 0.000728261 0.0010728 1.91551 -1.39879 -0.515268 0.000776203 1.01837 0.152678 -0.0418593 0.00050587 -0.613917 0.505329 0.0260826 0.0482457 -0.0698768 internal_weight=0 103 82 363132 1382 361750 145 117 1360 1329 83 361605 361516 56 89 66 361460 96 53 97 361364 72 44 1246 1226 59 internal_count=363235 103 82 363132 1382 361750 145 117 1360 1329 83 361605 361516 56 89 66 361460 96 53 97 361364 72 44 1246 1226 59 cat_boundaries=0 6 cat_threshold=0 0 0 0 2176 1024 is_linear=0 shrinkage=0.01 Tree=580 num_leaves=25 num_cat=1 split_feature=12 19 1 1 5 7 10 6 11 4 26 4 1 6 25 1 13 10 15 5 5 26 1 11 split_gain=4.25501e+06 7.39837e+06 1.52217e+07 1.80536e+06 2.79214e+07 1.02595e+07 4.04979e+06 2.85288e+06 1.75802e+07 2.92664e+06 2.50278e+06 1.87896e+06 2.3463e+06 1.04559e+06 906863 1.89478e+06 1.93482e+06 1.42079e+06 5.35959e+06 1.05586e+06 708894 678546 272987 262860 threshold=2813.3566500000006 272.70250000000004 1461.4925000000003 2779.5510000000008 14.489570000000002 274.78110000000004 152.20455000000001 2871.8940000000007 250.65000000000003 726.06900000000007 2022.5000000000002 2632.2792750000003 1461.4925000000003 300.14450000000005 0 1097.7209 972.56475000000012 2855.9890500000006 180.37925000000004 81.215350000000015 19.680828000000002 2022.5000000000002 23.981500000000004 1022.9471520000001 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 left_child=3 2 23 7 10 -6 -7 11 9 20 -5 14 13 22 15 16 -1 21 -19 -17 -9 -16 -13 -2 right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12 12 -14 -15 17 19 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.16353765054863054 -0.17578203303473339 3.3420594735145568 -10.5233508049358 4.4395862908796833 -7.2177647789063002 3.1560387868466586 -2.1346954428843965 -0.75430433714451894 8.7138493600258453 -4.2091256175041201 8.4018116180419913 -0.2889169998168945 -4.392060083389282 -1.8807302514100688 0.01438413076564328 -3.7553341960906983 2.6299613613128661 -0.54331017052255026 5.7709686045646666 -0.7786925367208628 1.7948509446382523 -0.013083184790795366 1.153269859495617 -1.5909659508296423 leaf_weight=3006 35 20 22 44 31 23 39 24 26 20 25 35 20 39 179975 22 25 41 20 26 20 179780 21 21 leaf_count=3006 35 20 22 44 31 23 39 24 26 20 25 35 20 39 179975 22 25 41 20 26 20 179780 21 21 internal_value=0 -2.08403 -3.47534 -4.07847e-05 1.05538 -2.52059 -0.172004 -0.000511671 1.77968 -1.03732 5.87518 -0.000953029 -1.27898 -0.623599 -0.000548026 -0.171158 -0.140497 0.000916645 1.52695 -2.14299 0.404403 0.000657917 0.251903 -0.706476 internal_weight=0 98 78 363262 162 93 62 363100 90 64 69 363010 115 95 362895 3079 3031 359816 61 48 44 359755 56 56 internal_count=363360 98 78 363262 162 93 62 363100 90 64 69 363010 115 95 362895 3079 3031 359816 61 48 44 359755 56 56 cat_boundaries=0 6 cat_threshold=1048576 0 1 0 512 540672 is_linear=0 shrinkage=0.01 Tree=581 num_leaves=25 num_cat=1 split_feature=12 19 1 2 12 4 6 4 0 4 1 10 4 1 5 0 2 0 1 25 0 0 0 6 split_gain=4.17034e+06 7.25114e+06 1.49188e+07 3.06821e+06 2.74299e+07 8.41663e+07 1.5651e+07 4.78241e+06 3.74359e+06 2.29354e+06 4.42915e+06 2.49543e+06 7.51242e+06 2.30855e+06 5.3343e+06 6.85868e+06 2.01255e+06 1.52289e+06 1.41429e+06 1.01084e+06 7.91517e+06 2.02621e+06 859364 39972.8 threshold=2813.3566500000006 272.70250000000004 1461.4925000000003 2593.0505000000003 68.378000000000029 861.89750000000015 1913.0125000000005 1291.5535000000002 1266.1895000000002 2632.2792750000003 1461.4925000000003 2855.9890500000006 53.21200000000001 2779.5510000000008 992.2919965000001 988.99750000000006 778.91025000000013 241.84230000000002 11.949000000000002 0 1501.0951200000002 1266.1895000000002 43.656767000000009 11.8345 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 22 9 6 -6 7 8 18 11 16 13 -13 19 15 -15 17 23 -5 20 -1 -21 -2 -11 right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 leaf_value=-0.15017331586635657 -1.6227444067928525 3.3086385480463503 -10.418117176402701 2.1469569163663049 -2.9846742738882699 23.499017029523849 -7.8763197001704466 -3.0739031410217286 5.3752715561606674 0.27361519475137036 -4.199621799870541 -1.2440327111412497 5.6215888212521872 0.94325973697737153 -2.4377465141296386 7.7336026129268465 2.6606175913810728 -3.0508204146053481 -0.97799255116780603 -0.00055928087900497959 -6.1757145309448243 0.58743984897508328 0.96258840942382817 -0.29980303287506105 leaf_weight=2405 36 20 22 28 30 20 27 26 22 31 38 34 30 51 25 21 20 23 30 359772 22 587 20 20 leaf_count=2405 36 20 22 28 30 20 27 26 22 31 38 34 30 51 25 21 20 23 30 359772 22 587 20 20 internal_value=0 -2.06319 -3.44058 -4.03767e-05 1.29448 7.6088 -1.07933 0.651977 1.86289 -0.000692842 -1.31861 -0.00021353 1.97423 -0.000561753 1.54194 2.92378 -0.153942 -0.914633 0.530604 -0.00097418 -0.203953 0.000398518 -0.699411 0.0487453 internal_weight=0 98 78 363262 183 50 133 106 80 363079 132 362947 64 362883 97 72 94 74 58 362786 2427 360359 56 51 internal_count=363360 98 78 363262 183 50 133 106 80 363079 132 362947 64 362883 97 72 94 74 58 362786 2427 360359 56 51 cat_boundaries=0 5 cat_threshold=1048576 0 0 0 512 is_linear=0 shrinkage=0.01 Tree=582 num_leaves=26 num_cat=1 split_feature=12 19 1 2 12 4 5 7 4 4 1 10 4 1 5 26 2 0 1 25 0 0 0 1 3 split_gain=4.08735e+06 7.10684e+06 1.46219e+07 3.00715e+06 2.6884e+07 8.24914e+07 1.41729e+07 3.78404e+06 2.24883e+06 2.2479e+06 4.34101e+06 2.44577e+06 7.36292e+06 2.26261e+06 5.22814e+06 7.46509e+06 1.9725e+06 1.49258e+06 1.26639e+06 990725 7.75766e+06 1.98588e+06 842263 434929 11341.1 threshold=2813.3566500000006 272.70250000000004 1461.4925000000003 2593.0505000000003 68.378000000000029 861.89750000000015 1530.4632000000001 1888.9124200000003 7.273200000000001 2632.2792750000003 1461.4925000000003 2855.9890500000006 53.21200000000001 2779.5510000000008 992.2919965000001 2022.5000000000002 778.91025000000013 241.84230000000002 194.40750000000003 0 1501.0951200000002 1266.1895000000002 43.656767000000009 959.97700000000009 55.204000000000015 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=3 2 22 9 6 -6 8 -8 18 11 16 13 -13 19 15 -15 17 24 -5 20 -1 -21 -2 -10 -11 right_child=1 -3 -4 4 5 -7 7 -9 23 10 -12 12 -14 14 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 leaf_value=-0.1486715815753798 -1.6065169563558368 3.2755522816181184 -10.313935950886119 1.1893325884588835 -2.9548276645342511 23.264025859832763 -9.071520771026611 -2.9937347829909551 0.42243717023304533 0.17814144874441212 -4.1576254774394794 -1.2315923800187953 5.5653729452689493 6.2052253287179138 -2.4133690544128421 -0.23719226875820673 2.6340113902091979 -3.0203122289025264 4.4138159288678853 -0.00055368815965145069 -6.1139574709805578 0.58156547190485053 0.95296246767044068 -1.6127965727306548 -0.12295234853571112 leaf_weight=2405 36 20 22 29 30 20 20 21 21 29 38 34 30 35 25 37 20 23 21 359772 22 587 20 21 22 leaf_count=2405 36 20 22 29 30 20 20 21 21 29 38 34 30 35 25 37 20 23 21 359772 22 587 20 21 22 internal_value=0 -2.04256 -3.40618 -3.9973e-05 1.28153 7.53271 -1.06854 -5.95851 1.11069 -0.000685913 -1.30542 -0.000211395 1.95449 -0.000556136 1.52652 2.89454 -0.152402 -0.905487 2.54362 -0.000964438 -0.201913 0.000394533 -0.692417 -0.59518 0.0482578 internal_weight=0 98 78 363262 183 50 133 41 92 363079 132 362947 64 362883 97 72 94 74 50 362786 2427 360359 56 42 51 internal_count=363360 98 78 363262 183 50 133 41 92 363079 132 362947 64 362883 97 72 94 74 50 362786 2427 360359 56 42 51 cat_boundaries=0 5 cat_threshold=1048576 0 0 0 512 is_linear=0 shrinkage=0.01 Tree=583 num_leaves=22 num_cat=0 split_feature=19 9 13 0 9 0 5 2 1 0 8 14 0 8 4 2 4 0 2 0 0 split_gain=3.03267e+06 8.85962e+06 4.8094e+06 8.40232e+06 2.2134e+06 1.47335e+07 4.52641e+06 9.42793e+06 7.13623e+06 3.11922e+07 4.46051e+06 4.49782e+06 3.27872e+06 2.75117e+06 2.0274e+06 1.86595e+06 1.46563e+06 2.76409e+06 1.59284e+06 1.10777e+06 1.09367e+06 threshold=2812.9105000000004 1103.8800000000003 2899.2375000000006 1501.0951200000002 2724.2674800000009 3.3935000000000004 1874.1882800000003 2593.0505000000003 2779.5510000000008 2773.7250000000004 1128.2175000000002 517.63660000000004 54.605550000000008 274.88700000000011 586.56060000000014 1092.7150000000004 1876.5445000000002 1501.0951200000002 2593.0505000000003 220.57000000000002 1501.0951200000002 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 19 6 -6 8 10 16 12 11 -8 -10 -9 -7 -12 18 -18 -1 -4 -16 right_child=1 -3 3 -5 5 14 7 13 9 -11 15 -13 -14 -15 20 -17 17 -19 -20 -21 -22 leaf_value=-0.00044194781675836785 -1.1181493150096919 7.5961847534179689 -1.466856950908094 -7.7174340438842775 7.1778049604354361 1.2937317875453405 -0.3307464724272684 -3.1552568511962891 3.2136172593158228 13.198536221330817 -4.5079198132139267 4.6046295547485352 -1.146094649978306 -8.4004168822765344 -4.0502967476844791 -0.69479977925618486 -0.34616188209107585 -3.4840416094028588 1.3155333103045175 1.4542426733970644 -0.81926744747161862 leaf_weight=362444 28 20 37 22 31 21 153 20 23 22 33 21 69 20 22 21 188 33 92 20 20 leaf_count=362444 28 20 37 22 31 21 153 20 23 22 33 21 69 20 22 21 188 33 92 20 20 internal_value=0 2.51282 -0.000917008 -2.46801 -0.000380438 1.53392 -0.000777598 -1.2999 0.000181873 2.50176 -0.514294 0.264902 -0.0561667 -5.77784 -1.24323 -3.02504 -0.000604272 -0.814714 -0.000107996 -0.44191 -2.51171 internal_weight=0 48 363312 79 363233 94 363139 268 362871 114 228 174 92 40 63 54 362757 221 362536 57 42 internal_count=363360 48 363312 79 363233 94 363139 268 362871 114 228 174 92 40 63 54 362757 221 362536 57 42 is_linear=0 shrinkage=0.01 Tree=584 num_leaves=25 num_cat=1 split_feature=12 3 2 12 4 6 4 0 4 0 10 4 0 3 2 9 20 3 25 0 0 0 11 26 split_gain=3.99586e+06 3.80891e+06 2.94517e+06 2.64199e+07 8.08734e+07 1.50335e+07 4.53802e+06 3.57874e+06 2.18435e+06 3.52941e+06 2.40741e+06 7.22678e+06 1.51199e+06 2.29149e+06 3.43917e+06 1.0471e+06 723304 1.63744e+06 699013 584816 565006 432681 428658 1930.31 threshold=2813.3566500000006 1278.9218000000003 2593.0505000000003 68.378000000000029 861.89750000000015 1913.0125000000005 1291.5535000000002 1266.1895000000002 2632.2792750000003 1501.0951200000002 2855.9890500000006 53.21200000000001 2773.7250000000004 1471.8415000000002 26.254000000000001 117.17750000000002 1228.7600000000004 327.31500000000005 0 6.4425000000000017 172.16250000000002 65.403650000000013 165.89500000000001 2022.5000000000002 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 21 8 5 -5 6 7 19 10 15 12 -12 16 14 -14 20 18 -18 -1 -4 23 22 -2 -10 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.048186931932315366 -0.34788156219150707 -4.9178692282399821 1.386315389709039 -2.9189352434476219 23.041523500442505 -7.7229901115982624 -2.9940551603757415 5.2491197785464205 -0.34464093232154847 -4.0090056103297647 -1.2173795178357292 5.5164512810707098 0.12902035196622214 -1.9682035807073117 3.8749090602786045 1.1422999812617447 -0.1294134547336992 -3.005287595162025 0.0033822405469318114 -0.64135183715820321 -2.4442979173660282 0.39709829370180766 -2.3496356139183043 -0.47766155362129215 leaf_weight=28519 23 31 33 30 20 27 26 22 20 35 34 30 57 20 43 33 83 26 334135 25 20 24 20 24 leaf_count=28519 23 31 33 30 20 27 26 22 20 35 34 30 57 20 43 33 83 26 334135 25 20 24 20 24 internal_value=0 -2.01957 -3.4415e-05 1.26826 7.46525 -1.06144 0.635376 1.81494 -0.000673664 -1.28683 -0.000205901 1.9391 -0.000547928 1.12176 1.73975 -0.304606 -0.000919181 -0.815402 -0.000674379 0.512321 -1.05067 -0.678562 -1.27893 -0.417198 internal_weight=0 98 363262 183 50 133 106 80 363079 132 362947 64 362883 120 100 97 362763 109 362654 58 64 67 43 44 internal_count=363360 98 363262 183 50 133 106 80 363079 132 362947 64 362883 120 100 97 362763 109 362654 58 64 67 43 44 cat_boundaries=0 6 cat_threshold=311427136 809635840 1631584259 529408 604635656 202326016 is_linear=0 shrinkage=0.01 Tree=585 num_leaves=23 num_cat=1 split_feature=17 4 4 2 2 15 3 6 5 5 5 4 3 19 24 0 26 0 5 5 5 2 split_gain=6.06475e+06 2.08154e+07 5.08721e+06 3.54828e+07 5.69834e+06 3.82069e+06 3.37885e+06 7.50279e+06 2.67208e+06 4.39033e+06 2.62571e+06 1.5702e+06 1.14074e+06 1.13469e+06 693032 2.27831e+06 3.87192e+06 1.85634e+06 3.78031e+06 1.24725e+06 679913 538502 threshold=2732.1750000000006 1517.5820000000001 2632.2792750000003 2593.0505000000003 215.24100000000001 175.01211000000004 2692.2960000000003 1520.8892800000003 102.38725000000001 992.2919965000001 127.18391600000002 11.321376000000003 1854.9329420000001 2812.9105000000004 0 114.43050000000001 2022.5000000000002 497.87850000000003 1874.1882800000003 1530.4632000000001 2763.7525000000005 104.10200000000002 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=2 11 6 4 10 12 13 8 21 -10 -4 -2 -6 14 17 20 -17 19 -19 -1 -16 -8 right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 leaf_value=-0.021436469818419967 -0.96502721185269569 -11.531548618316652 -0.15857864063978194 9.9629816665649411 -2.8066408520653137 0.57626425049521712 -0.086448814868926999 -6.8100070754341457 -5.6085676311311277 0.65237062911192578 4.1425075674057004 2.8661540908813476 -5.9980593236287438 1.9774455547050156 0.0021713532946965402 0.37707563377222758 -0.043523568853881749 -0.35246322667895102 -3.5485934966649761 1.4454750945650299 -1.5561989436830794 1.92321941870451 leaf_weight=89673 23 20 40 40 21 22 24 23 21 24 22 20 24 29 263142 4361 4394 724 39 58 28 30 leaf_count=89673 23 20 40 40 21 22 24 23 21 24 22 20 24 29 263142 4361 4394 724 39 58 28 30 internal_value=0 -3.10323 -0.00028593 1.7343 -0.817233 -2.83903 -0.00109445 -1.66501 -0.469709 -2.2694 1.36761 0.816918 -4.50873 -0.000534374 -0.000692647 0.00728477 0.165983 -0.024662 -0.51583 -0.0204883 0.00200555 1.03003 internal_weight=0 63 362739 169 129 67 362570 122 99 45 62 43 45 362448 362419 271925 8755 90494 763 89731 263170 54 internal_count=362802 63 362739 169 129 67 362570 122 99 45 62 43 45 362448 362419 271925 8755 90494 763 89731 263170 54 cat_boundaries=0 1 cat_threshold=2688 is_linear=0 shrinkage=0.01 Tree=586 num_leaves=24 num_cat=1 split_feature=17 0 2 7 3 0 7 2 0 0 15 1 15 6 3 25 0 14 1 0 0 9 5 split_gain=5.94406e+06 1.48189e+07 4.27514e+06 4.5201e+07 9.34847e+07 3.2799e+07 3.56147e+06 5.80806e+06 3.32587e+06 2.06022e+06 2.03269e+06 1.09119e+06 985314 3.55496e+06 1.13668e+06 3.89366e+06 3.74298e+06 3.51221e+06 938505 6.34864e+06 1.16522e+06 891963 1.01029e+06 threshold=2732.1750000000006 988.99750000000006 2593.0505000000003 46.839000000000006 2692.2960000000003 2773.7250000000004 2690.3565000000003 778.91025000000013 688.40820000000008 1114.9175000000002 1069.0300000000002 143.07625000000004 2640.1488000000004 148.87900000000005 870.71080000000018 0 1501.0951200000002 901.40207500000008 19.090500000000002 2773.7250000000004 2773.7250000000004 592.5680000000001 57.965000000000011 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=2 10 6 5 9 8 12 21 11 -5 -2 -4 14 -14 18 16 -16 -17 20 -20 -1 22 -8 right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12 -13 13 -15 15 17 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.0043625423998490658 2.3596653698791159 -10.183630374908446 -0.10999642196823568 -1.8303962049313955 23.125402224540714 -13.232651360829671 -0.7739973306655884 -5.4699677325833225 3.3405996571416439 1.8575606773838853 -1.9899290239243279 -3.053688855648041 -0.867901554618563 4.6521589064598086 -0.80716209258118721 -0.095663027466214884 -3.8478234331658547 2.649859891319275 0.048571833996358248 4.0858689626057938 -1.5310524271011352 -1.7431761520895463 2.1275659742809476 leaf_weight=331278 22 20 34 28 25 24 28 31 23 33 21 20 28 20 292 684 47 50 29955 39 50 29 21 leaf_count=331278 22 20 34 28 25 24 28 31 23 33 21 20 28 20 292 684 47 50 29955 39 50 29 21 internal_value=0 -3.0722 -0.00028307 1.51134 6.83934 -3.02538 -0.00106275 -1.80839 0.156106 0.164728 0.235445 -1.20025 -0.000519216 1.43212 -0.000708973 -0.325703 -1.19352 0.0901337 0.000256146 0.0538214 -0.00459293 -0.353143 0.46953 internal_weight=0 63 362739 187 86 101 362552 109 77 61 43 54 362443 48 362395 1073 339 734 361322 29994 331328 78 49 internal_count=362802 63 362739 187 86 101 362552 109 77 61 43 54 362443 48 362395 1073 339 734 361322 29994 331328 78 49 cat_boundaries=0 5 cat_threshold=9437184 262148 1052688 1080098816 2113536 is_linear=0 shrinkage=0.01 Tree=587 num_leaves=24 num_cat=1 split_feature=13 1 4 12 3 2 0 3 4 5 5 11 5 1 24 4 12 5 0 1 0 0 9 split_gain=5.09087e+06 7.63484e+06 2.66219e+06 2.75808e+07 6.95853e+07 9.30155e+06 3.1062e+06 1.98227e+06 5.55316e+06 3.06103e+06 7.44031e+06 2.0796e+06 8.43789e+06 1.07189e+06 6.07686e+06 5.45094e+06 2.809e+06 963084 956285 946374 4.48471e+06 1.94692e+06 816785 threshold=2899.2375000000006 2779.5510000000008 2632.2792750000003 85.539750000000012 1854.9329420000001 2593.0505000000003 55.47025750000001 2692.2960000000003 1517.5820000000001 992.2919965000001 102.38725000000001 2995.7383125000001 911.29109000000005 959.97700000000009 0 56.88600000000001 1280.6000000000004 1287.5327000000002 5.882454000000001 19.090500000000002 2773.7250000000004 2773.7250000000004 1103.8800000000003 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 left_child=2 22 7 5 -5 6 -4 11 9 10 18 13 -13 19 15 -15 -16 -8 -9 21 -21 -1 -2 right_child=1 -3 3 4 -6 -7 17 8 -10 -11 -12 12 -14 14 16 -17 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.0043386413124826056 0.19246224023793873 -7.7054970173608694 2.4024330740339228 -2.609575124422709 20.805110239549119 -6.3867154838298932 -0.28623637684753961 1.9438500410934976 -5.8294357126409357 3.0159518978812478 -6.4363289136886603 -1.1343237318712123 6.9277945091610871 2.9544165894449974 -0.87460505408922828 -0.50608133473115813 1.3568639586401767 -3.1593893270492557 -0.75467896948258084 0.050604353910287857 4.1280039278666179 -1.921112322537404 -2.3042068157196045 leaf_weight=331683 38 21 36 30 22 29 28 29 22 22 20 34 21 98 750 85 61 20 24 29629 27 53 20 leaf_count=331683 38 21 36 30 22 29 28 29 22 22 20 34 21 98 750 85 61 20 24 29629 27 53 20 internal_value=0 -2.53906 -0.000255514 1.26967 7.29664 -1.5038 0.181966 -0.000833457 -1.30226 -0.253856 -1.23928 -0.000413343 1.94394 -0.000708441 -0.328641 1.27728 -0.698155 -1.48338 0.721875 0.000193529 0.0543166 -0.00464488 -0.668458 internal_weight=0 79 362723 165 52 113 84 362558 117 95 73 362441 55 362386 994 183 811 48 53 361392 29656 331736 58 internal_count=362802 79 362723 165 52 113 84 362558 117 95 73 362441 55 362386 994 183 811 48 53 361392 29656 331736 58 cat_boundaries=0 1 cat_threshold=260 is_linear=0 shrinkage=0.01 Tree=588 num_leaves=25 num_cat=1 split_feature=17 0 2 12 1 8 0 0 1 11 2 5 0 15 15 5 0 25 1 11 1 0 9 9 split_gain=5.8031e+06 1.44667e+07 4.24712e+06 4.24583e+07 7.19053e+07 1.06142e+07 3.39857e+06 4.88323e+06 2.73203e+06 4.31631e+06 2.56556e+06 3.81858e+06 3.05906e+06 1.99497e+06 1.70999e+06 3.30007e+06 976519 4.93576e+06 4.48849e+06 3.86622e+06 871041 869103 8.15204e+06 1.3285e+06 threshold=2732.1750000000006 988.99750000000006 2593.0505000000003 85.539750000000012 959.97700000000009 274.88700000000011 2773.7250000000004 591.40200000000016 2779.5510000000008 1022.9471520000001 1254.2925000000002 763.31500000000017 688.40820000000008 1069.0300000000002 2640.1488000000004 53.202500000000008 1501.0951200000002 0 384.88812500000006 14.451500000000001 143.07625000000004 1114.9175000000002 1279.0000000000002 1889.5600000000002 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 13 8 5 -5 6 7 20 14 10 11 12 -10 -2 16 -16 21 19 -19 -18 -4 23 -23 -1 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 17 18 -20 -21 -22 22 -24 -25 leaf_value=-0.00032408682013375471 2.3369708186929876 -10.06194732093811 0.26018684054574659 -3.6370894949913026 19.326037148157756 -6.7981287679672242 -3.235020458984375 4.5355716118445768 -1.6587842044830321 -5.7212119207829231 2.2993477149631669 -4.9535420426078467 3.0415567950010303 -1.9720779073806036 -0.68722975711027789 4.6135633366004285 2.1973812829971315 -0.41003118784095238 -3.0430736304344017 -1.0304863942679712 -2.4165681800842287 0.11215086837100169 6.3872789192199706 -1.0114090953549515 leaf_weight=361410 22 20 31 25 30 30 25 26 45 20 23 23 20 21 24 23 100 208 94 59 20 351 22 130 leaf_count=361410 22 20 31 25 30 30 25 26 45 20 23 23 20 21 24 23 100 208 94 59 20 351 22 130 internal_value=0 -3.03554 -0.000273185 1.50638 8.88825 -1.56939 -0.0315316 1.00856 -0.0010503 -1.44492 -0.67442 -1.45165 -0.212525 0.232552 -0.000528402 1.90678 -0.000775779 -0.460729 -1.19018 0.94047 -0.789521 -0.000189897 0.482266 -0.000687646 internal_weight=0 63 362739 187 55 132 102 77 362552 131 111 88 65 43 362421 47 362374 461 302 159 51 361913 373 361540 internal_count=362802 63 362739 187 55 132 102 77 362552 131 111 88 65 43 362421 47 362374 461 302 159 51 361913 373 361540 cat_boundaries=0 4 cat_threshold=32768 0 4096 1073741824 is_linear=0 shrinkage=0.01 Tree=589 num_leaves=26 num_cat=1 split_feature=17 4 4 2 8 2 15 7 4 5 7 4 3 25 2 0 0 11 11 8 5 3 2 4 3 split_gain=5.68762e+06 1.99307e+07 4.8752e+06 3.45635e+07 6.49308e+06 5.60511e+06 3.70494e+06 3.55929e+06 5.86549e+06 2.60498e+06 1.90438e+06 1.58967e+06 882824 1.15156e+07 1.78296e+07 9.64159e+06 4.12432e+06 3.67147e+06 1.22314e+06 3.55405e+06 853036 1.77969e+06 786374 602897 77585.2 threshold=2732.1750000000006 1517.5820000000001 2632.2792750000003 2593.0505000000003 903.726 215.24100000000001 175.01211000000004 2690.3565000000003 1291.5535000000002 127.18391600000002 1282.0428000000002 11.321376000000003 1854.9329420000001 0 1800.6974500000001 988.99750000000006 5.882454000000001 93.080750000000009 2995.7383125000001 53.794000000000004 2763.7525000000005 1107.1660000000004 14.222000000000001 174.73500000000004 15.5815 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 left_child=2 11 7 5 -5 9 10 12 23 -4 -7 -2 18 15 16 17 -15 -14 20 -20 22 -22 -1 24 -9 right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 leaf_value=-0.0047540470385454576 -0.96220227822013527 -11.252462390899659 -0.17372870939970017 5.7901867618560789 13.848151687622071 -2.5455710279941561 0.53750222225080846 -0.59554016971588131 -5.6785954442517514 4.1103397906910288 -6.6690890194120858 2.8926535892486571 1.9651616924830846 0.81848197091010311 -11.195180359840393 6.0168637701181265 -2.6889226128467141 -2.7606547226444365 -1.1750070027871566 4.5091400033777411 -0.15221278625622131 -3.6193038272857665 0.046606978711584937 1.1371603728234769 -1.3996194281578065 leaf_weight=329313 23 20 40 20 20 24 22 30 29 22 21 20 35 62 20 39 73 31 22 22 57 20 32777 20 20 leaf_count=329313 23 20 40 20 20 24 22 30 29 22 21 20 35 62 20 39 73 31 22 22 57 20 32777 20 20 internal_value=0 -3.00519 -0.000270453 1.69778 9.81917 -0.820474 -2.82566 -0.00106195 -1.89692 1.34642 -4.46988 0.830754 -0.00054414 -0.583042 -2.23909 1.89442 -1.07811 -0.25454 -0.000126014 1.66707 -0.000328563 -1.05276 -0.00010476 -0.33022 -0.917172 internal_weight=0 63 362739 169 40 129 67 362570 99 62 45 43 362471 260 155 105 135 66 362211 44 362167 77 362090 70 50 internal_count=362802 63 362739 169 40 129 67 362570 99 62 45 43 362471 260 155 105 135 66 362211 44 362167 77 362090 70 50 cat_boundaries=0 6 cat_threshold=1081344 0 256 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=590 num_leaves=24 num_cat=0 split_feature=13 19 1 4 10 2 12 3 1 2 1 3 3 10 5 3 11 26 20 20 2 2 11 split_gain=2.19015e+06 1.30874e+07 1.20774e+07 2.76362e+06 2.85479e+07 5.8231e+07 1.71127e+07 3.96632e+06 5.55669e+06 3.07034e+06 3.0064e+06 2.93687e+06 3.11904e+06 2.53285e+06 1.90901e+06 3.29762e+06 1.25848e+06 931656 736959 1.16586e+06 1.34107e+06 741828 497140 threshold=2899.2375000000006 306.43000000000006 1461.4925000000003 2632.2792750000003 16.208500000000004 1800.6974500000001 625.92500000000007 2692.2960000000003 1097.7209 22.573000000000004 2779.5510000000008 542.09453100000007 112.38575000000002 9.4804000000000013 834.63750000000016 76.147499999999994 18.676500000000001 2022.5000000000002 2447.4425000000006 1228.7600000000004 351.55365000000006 249.90350000000004 134.93670000000003 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 22 7 5 14 -6 10 9 -9 18 12 17 -10 15 -5 -11 -12 19 21 -21 -1 -2 right_child=1 -3 -4 4 6 -7 -8 8 13 16 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.0026152191285425223 0.10061176177114249 5.1012283873558042 -10.066796564828781 -0.61514368387960616 -9.8802994692767108 18.659593816010851 0.53189556134374516 -2.8127454970433159 -6.7292261457443239 0.061627327247902201 2.967189266204834 4.0903066312916136 -2.8368500900268554 -2.1811594985961915 -2.1551107506524949 4.5930827159881593 3.3712238751947883 0.43088076608521597 1.6510431955037295 -0.43316847898531707 -3.2951988727396184 0.11537805404691766 -2.0062221372695199 leaf_weight=357138 24 22 21 31 27 23 38 26 24 27 30 34 20 25 21 20 20 28 27 64 22 5409 21 leaf_count=357138 24 22 21 31 27 23 38 26 24 27 30 34 20 25 21 20 20 28 27 64 22 5409 21 internal_value=0 -1.57831 -3.80483 -0.000529021 1.31343 4.80743 -3.79317 -0.00110835 -1.80388 -0.0553831 -0.000502077 1.63762 0.568504 -4.40878 0.382429 1.4273 1.46997 1.74276 -0.00100798 -0.00113098 -1.16532 -0.000854825 -0.882577 internal_weight=0 88 66 363054 160 95 65 362894 122 73 362772 112 78 49 72 51 47 58 362660 362633 86 362547 45 internal_count=363142 88 66 363054 160 95 65 362894 122 73 362772 112 78 49 72 51 47 58 362660 362633 86 362547 45 is_linear=0 shrinkage=0.01 Tree=591 num_leaves=25 num_cat=1 split_feature=17 4 4 12 3 3 3 0 1 5 1 4 26 11 15 6 12 20 3 9 26 8 25 15 split_gain=2.31763e+06 6.47991e+06 4.85324e+06 3.10833e+07 8.34699e+07 1.76858e+07 4.01677e+06 1.08748e+07 3.18782e+06 7.91209e+06 2.17501e+06 3.13392e+06 4.41375e+06 4.39855e+06 1.7245e+06 4.90059e+06 1.4682e+06 917504 1.70482e+06 912078 779230 613632 4.24581e+06 594091 threshold=2732.1750000000006 1291.5535000000002 2632.2792750000003 85.539750000000012 1854.9329420000001 2692.2960000000003 2692.2960000000003 1836.963 1461.4925000000003 127.18391600000002 2779.5510000000008 14.450258500000002 2022.5000000000002 241.39650000000003 30.768750000000004 198.55450000000002 221.87500000000003 727.04400000000021 974.18930000000012 1103.8800000000003 2022.5000000000002 224.83650000000003 0 1797.3406500000003 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 left_child=2 16 6 5 -5 8 10 14 9 -4 17 12 -12 -13 15 20 -2 21 19 -19 -8 23 -23 -1 right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 leaf_value=-0.0023200174694379002 2.2933194761276248 -6.4593040139334539 -0.80069533417864547 -2.1652861767345004 21.910681768109402 -9.7542127736409512 0.074735593795776364 -7.1601590965534081 -2.5252678604125975 6.8712142539024352 5.326510561774759 -3.1139422948019848 -0.20852233724594116 2.5429135210536145 -2.630608582388271 4.2726744248469668 -1.3752694181601206 -0.14355625757794888 -3.2365537799488413 -2.0194288431364913 -2.4240304550757776 0.95875128142945687 0.0028496973716509318 1.0564963309719877 leaf_weight=357867 20 21 41 36 24 21 24 29 25 20 34 28 25 27 22 24 24 244 22 29 26 517 3939 53 leaf_count=357867 20 21 41 36 24 21 24 29 25 20 34 28 25 27 22 24 24 244 22 29 26 517 3939 53 internal_value=0 -1.88901 -0.000564233 1.70378 7.4651 -1.52686 -0.00134852 -1.79364 0.48214 1.71468 -0.000730975 1.38032 2.98116 -0.33694 -0.172504 0.558284 0.292271 -0.00116509 -0.558628 -0.342825 -1.22462 -0.000711272 0.115915 -0.00216323 internal_weight=0 65 363077 167 60 107 362910 125 86 61 362785 114 59 55 96 74 44 362671 295 273 50 362376 4456 357920 internal_count=363142 65 363077 167 60 107 362910 125 86 61 362785 114 59 55 96 74 44 362671 295 273 50 362376 4456 357920 cat_boundaries=0 6 cat_threshold=67452928 1207960640 16 1048576 16384 1024 is_linear=0 shrinkage=0.01 Tree=592 num_leaves=24 num_cat=1 split_feature=17 12 4 12 3 3 3 0 7 5 1 5 1 4 26 11 12 20 3 9 2 25 0 split_gain=2.27151e+06 6.36619e+06 4.75666e+06 3.04648e+07 8.18089e+07 1.73338e+07 3.93684e+06 1.06584e+07 3.96329e+06 3.51656e+06 3.12438e+06 7.75464e+06 2.13173e+06 3.07156e+06 4.32591e+06 4.31102e+06 1.74676e+06 899246 1.6709e+06 893927 777468 2.34268e+06 1.52806e+06 threshold=2732.1750000000006 1922.9850000000004 2632.2792750000003 85.539750000000012 1854.9329420000001 2692.2960000000003 2692.2960000000003 1836.963 987.73900000000015 7.2831999999999999 1461.4925000000003 127.18391600000002 2779.5510000000008 14.450258500000002 2022.5000000000002 241.39650000000003 221.87500000000003 727.04400000000021 974.18930000000012 1103.8800000000003 249.90350000000004 0 1266.1895000000002 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 16 6 5 -5 10 12 8 9 -8 11 -4 17 14 -14 -15 -2 20 19 -19 22 -22 -1 right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12 -13 13 15 -16 -17 -18 18 -20 -21 21 -23 -24 leaf_value=-0.001854083376443022 2.377124804996309 -6.4001347478230803 -0.79268836922761865 -2.1436333105299208 21.691573550701143 -9.6566699872698099 0.73354891917535248 -7.088557439343683 2.9956360340118411 -3.8165683833035557 -2.5000152313232422 6.8025021114349364 5.2732456644843602 -3.0828029211929868 -0.20643709840774538 2.5174843464074312 -1.6119300290812617 -0.14212069159159896 -3.2041882220181557 -1.9992345352650716 0.55455579844274649 0.01854069640597994 -0.66482225145416696 leaf_weight=356658 21 21 41 36 24 21 35 29 28 33 25 20 34 28 25 27 23 244 22 29 993 4377 348 leaf_count=356658 21 21 41 36 24 21 35 29 28 33 25 20 34 28 25 27 23 244 22 29 993 4377 348 internal_value=0 -1.87012 -0.000558326 1.68674 7.39045 -1.51159 -0.00133477 -1.7757 -0.170778 -1.4746 0.477319 1.69754 -0.0007234 1.36652 2.95135 -0.333571 0.291937 -0.00115317 -0.553042 -0.339397 -0.000703894 0.118726 -0.00250033 internal_weight=0 65 363077 167 60 107 362910 125 96 68 86 61 362785 114 59 55 44 362671 295 273 362376 5370 357006 internal_count=363142 65 363077 167 60 107 362910 125 96 68 86 61 362785 114 59 55 44 362671 295 273 362376 5370 357006 cat_boundaries=0 6 cat_threshold=278528 263684 134218000 262145 4096 1024 is_linear=0 shrinkage=0.01 Tree=593 num_leaves=23 num_cat=0 split_feature=17 19 4 12 2 2 1 1 7 1 5 21 1 4 5 13 4 6 5 9 10 19 split_gain=2.2263e+06 1.43368e+07 4.662e+06 2.98585e+07 7.36985e+07 1.69106e+07 3.76477e+06 7.48401e+06 2.93252e+06 6.8319e+06 1.46422e+06 965025 2.95126e+06 1.67502e+06 7e+06 1.71721e+06 1.09262e+06 921011 764559 586735 572334 138147 threshold=2732.1750000000006 11.785105 2632.2792750000003 85.539750000000012 1800.6974500000001 2593.0505000000003 1461.4925000000003 74.649000000000015 2690.3565000000003 1461.4925000000003 834.63750000000016 796.44600000000014 733.23400000000015 1876.5445000000002 1874.1882800000003 52.441963000000008 1517.5820000000001 1913.0125000000005 543.59225000000015 191.88525000000004 800.19400000000007 551.90250000000003 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 8 5 -5 6 7 -4 11 10 19 13 20 16 15 -15 17 -1 -18 -10 21 -13 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12 12 -14 14 -16 -17 18 -19 -20 -21 -22 -23 leaf_value=-0.00094461175998602283 -6.9241605573097864 2.4966511769975934 -0.52611317380172451 -2.0502230050223216 20.430020201110839 -8.889484151204428 -2.9051096413352275 6.9353720760345459 -0.28387817663304948 -6.3671967399120328 2.0840831890106202 0.2044686762100229 -3.8531999125847451 0.97518451748124091 6.2688231589577414 -1.5262646189550075 -0.44286696757910388 0.70481608548840968 -2.1124946818480619 -2.4424354887008666 -1.7706122341156008 -0.6519604330736658 leaf_weight=362165 30 35 41 35 25 24 22 20 34 24 20 104 26 83 22 41 106 185 37 20 20 23 leaf_count=362165 30 35 41 35 25 24 22 20 34 24 20 104 26 83 22 41 106 185 37 20 20 23 internal_value=0 -1.85142 -0.000552585 1.66988 7.31654 -1.49648 0.641258 1.92028 -0.00132127 -1.73093 -0.227282 -0.000854075 -0.747548 -0.000497859 1.07039 0.148092 -0.000929178 -0.000584281 -0.874869 -1.08334 -0.198249 0.0493673 internal_weight=0 65 363077 167 60 107 83 61 362910 98 74 362812 173 362639 146 124 362493 362350 143 54 147 127 internal_count=363142 65 363077 167 60 107 83 61 362910 98 74 362812 173 362639 146 124 362493 362350 143 54 147 127 is_linear=0 shrinkage=0.01 Tree=594 num_leaves=25 num_cat=0 split_feature=13 19 1 2 12 1 3 3 4 1 3 9 4 2 6 2 17 8 2 15 2 1 1 9 split_gain=2.18258e+06 1.30072e+07 1.20137e+07 2.59787e+06 2.75919e+07 8.29738e+07 2.59774e+07 3.76634e+06 3.25937e+06 2.68377e+06 2.04068e+06 9.19311e+06 7.20294e+06 6.08035e+06 1.07943e+06 6.01406e+06 1.73523e+06 1.76292e+06 904210 676941 1.29558e+06 3.35785e+06 1.59227e+06 508183 threshold=2899.2375000000006 306.43000000000006 1461.4925000000003 2593.0505000000003 68.378000000000029 959.97700000000009 2692.2960000000003 165.11725000000004 1115.3337000000004 150.14700000000002 2692.2960000000003 479.07240500000006 174.73500000000004 957.78375000000017 1913.0125000000005 957.78375000000017 303.40850000000006 51.860000000000007 55.08700000000001 2640.1488000000004 1800.6974500000001 1461.4925000000003 2779.5510000000008 54.963750000000005 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 10 6 -6 7 9 -9 -5 14 12 18 -13 19 16 17 -16 -12 20 22 -22 -1 -2 right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 11 13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 leaf_value=-0.0011507473749747836 0.25536822406308995 5.0834793734550479 -10.040669478915985 0.92108503741877412 -3.1872823609324064 21.097797133127848 -10.175603545860008 -3.9734274927775068 1.5344001917405561 5.7173089962005612 -3.2063330872853597 -1.3118496409058571 4.3257346475124363 -9.1095119190216067 -0.67985115822840048 4.2584685868483323 -2.4779069684101986 1.5757621835905409 -0.36497656685965402 1.3335633832529969 -0.32280219403524252 -4.6419122332618352 1.3518607516398375 -1.8747366809844972 leaf_weight=362284 21 22 21 28 34 24 27 21 22 20 24 20 32 20 77 39 26 63 21 38 126 21 87 24 leaf_count=362284 21 22 21 28 34 24 27 21 22 20 24 20 32 20 77 39 26 63 21 38 126 21 87 24 internal_value=0 -1.57555 -3.79523 -0.000493356 1.21415 6.86172 -1.56178 0.993971 -1.15547 2.91951 -0.00108247 -1.32154 0.698792 -5.21068 -0.000656587 0.724776 -0.105428 0.335175 -1.88037 -0.00106677 -0.00120667 -0.939818 -0.000825909 -0.880688 internal_weight=0 88 66 363054 176 58 118 91 43 48 362878 117 77 40 362761 205 166 140 45 362556 362518 147 362371 45 internal_count=363142 88 66 363054 176 58 118 91 43 48 362878 117 77 40 362761 205 166 140 45 362556 362518 147 362371 45 is_linear=0 shrinkage=0.01 Tree=595 num_leaves=29 num_cat=1 split_feature=1 12 4 4 0 16 0 3 18 12 25 1 1 6 8 3 8 10 19 0 1 18 19 7 15 1 10 17 split_gain=4.22231e+06 1.15141e+07 3.95244e+07 1.13788e+07 6.04096e+06 6.21641e+06 4.57462e+06 3.06968e+06 1.2243e+07 2.93682e+07 3.77699e+06 8.01277e+06 5.2968e+06 4.23237e+06 2.76008e+06 2.30022e+06 1.54336e+06 1.43374e+06 1.39881e+06 1.29835e+06 1.21061e+06 628491 612939 951321 619424 471652 206600 17516.8 threshold=2779.5510000000008 33.101600000000012 1876.5445000000002 1517.5820000000001 2773.7250000000004 23.694500000000001 988.99750000000006 1471.8415000000002 321.88825000000003 460.16525000000007 0 522.78869700000007 1256.4300000000001 225.05850000000004 86.167500000000004 2692.2960000000003 15.579750000000002 35.202375000000011 1711.5412500000002 22.611000000000004 303.85500000000008 2924.8625000000006 425.06250000000006 815.13625000000013 952.35500000000013 315.10000000000008 318.17125000000004 57.543970000000009 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 6 7 14 19 18 10 -10 11 16 -13 17 25 -15 -9 -12 21 -2 26 22 24 -24 -1 -6 27 -20 right_child=1 2 -4 -5 5 -7 -8 8 9 -11 13 12 -14 15 -16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.00091833539543042814 1.3433019530773163 -1.8792997712559172 14.126210451479313 -4.9112145099124396 -3.3828777729034427 2.5867356785138447 4.7206453576684 0.90917804718017581 14.367054058256604 -2.1659690388766202 0.18048207789846937 8.3452002445856728 1.5520909196680241 -1.0814340185740638 -0.67982942819595338 -4.5261691945152629 -2.2526977260296159 2.9605965714227587 -0.069432440262574419 -1.8632454681396484 -3.3568436377389088 -1.4990354663985117 0.45281516203112221 -0.87484836769104013 -0.44526085561817619 -4.9231877806692408 -1.4564302692413329 -0.45774423550991783 leaf_weight=361280 28 36 27 37 50 24 32 38 21 22 159 24 22 63 36 28 26 21 26 23 21 28 537 60 314 33 20 21 leaf_count=361280 28 36 27 37 50 24 32 38 21 22 159 24 22 63 36 28 26 21 26 23 21 28 537 60 314 33 20 21 internal_value=0 1.51834 4.9802 -0.299137 -0.00101264 -2.05595 1.75685 -0.000202514 0.850171 5.9083 0.279306 1.75341 5.09632 -0.370085 -2.99229 -2.14135 -0.375334 0.504829 -0.00119769 -0.102788 -1.26182 -0.000891423 -0.000775605 0.319382 -0.00130419 -3.99529 -0.605171 -0.242933 internal_weight=0 183 63 120 362874 143 83 362731 424 43 381 110 46 271 119 91 64 180 362307 51 88 362219 362191 597 361594 83 67 47 internal_count=363057 183 63 120 362874 143 83 362731 424 43 381 110 46 271 119 91 64 180 362307 51 88 362219 362191 597 361594 83 67 47 cat_boundaries=0 6 cat_threshold=32768 0 0 0 0 2147484672 is_linear=0 shrinkage=0.01 Tree=596 num_leaves=28 num_cat=1 split_feature=1 12 13 4 0 16 0 3 18 12 25 1 5 6 8 3 5 8 19 0 1 18 19 5 8 1 5 split_gain=4.13828e+06 1.1285e+07 3.90909e+07 1.11524e+07 5.92074e+06 6.0927e+06 4.48358e+06 3.00859e+06 1.19994e+07 2.87838e+07 3.70182e+06 7.85332e+06 5.23357e+06 4.14815e+06 2.70515e+06 2.25444e+06 1.58735e+06 1.51264e+06 1.37097e+06 1.27251e+06 1.18652e+06 615984 600742 2.08364e+06 562668 462267 276990 threshold=2779.5510000000008 33.101600000000012 1099.5287500000002 1517.5820000000001 2773.7250000000004 23.694500000000001 988.99750000000006 1471.8415000000002 321.88825000000003 460.16525000000007 0 522.78869700000007 658.22750000000008 225.05850000000004 86.167500000000004 2692.2960000000003 543.59225000000015 15.579750000000002 1711.5412500000002 22.611000000000004 303.85500000000008 2924.8625000000006 425.06250000000006 1287.5327000000002 1926.0125000000005 315.10000000000008 14.489570000000002 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 left_child=4 3 -3 6 7 14 19 18 10 -10 11 17 -13 16 25 -15 -12 -9 21 -2 26 22 24 -24 -1 -6 -20 right_child=1 2 -4 -5 5 -7 -8 8 9 -11 13 12 -14 15 -16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 -28 leaf_value=-0.0015478011428322119 1.3298687895068102 14.971800190607707 -1.2489193725585939 -4.8621022899730786 -3.3490487932205202 2.5608682918548586 4.6734389618039129 0.90008625331677894 14.223383229573567 -2.1443092640963468 0.088242218952305274 8.56837310964411 1.8159287814299265 -1.0706196709284708 -0.67303110917409259 -4.4809074180892541 2.6426176084321122 -2.2301708162747897 -0.13424857304854829 -1.844613042085067 -3.3232751800900417 -1.4840451080458505 0.19528046934548474 3.2028508428732558 0.60501032427245505 -4.8739558962619673 -1.4884381057905114 leaf_weight=361441 28 24 39 37 50 24 32 38 21 22 151 22 24 63 36 28 29 26 44 23 21 28 573 24 153 33 23 leaf_count=361441 28 24 39 37 50 24 32 38 21 22 151 22 24 63 36 28 29 26 44 23 21 28 573 24 153 33 23 internal_value=0 1.50316 4.9304 -0.296146 -0.00100251 -2.03539 1.73928 -0.000200489 0.841669 5.84921 0.276513 1.73588 5.04536 -0.366384 -2.96237 -2.11994 0.49978 -0.371581 -0.00118571 -0.10176 -1.2492 -0.000882509 -0.000767849 0.316188 -0.00129115 -3.95534 -0.59912 internal_weight=0 183 63 120 362874 143 83 362731 424 43 381 110 46 271 119 91 180 64 362307 51 88 362219 362191 597 361594 83 67 internal_count=363057 183 63 120 362874 143 83 362731 424 43 381 110 46 271 119 91 180 64 362307 51 88 362219 362191 597 361594 83 67 cat_boundaries=0 6 cat_threshold=32768 0 0 0 0 2147484672 is_linear=0 shrinkage=0.01 Tree=597 num_leaves=31 num_cat=1 split_feature=1 12 4 9 0 16 5 4 0 3 18 12 25 1 1 7 8 2 8 11 14 18 5 15 8 4 3 3 1 12 split_gain=4.05593e+06 1.10604e+07 3.91132e+07 2.52185e+07 5.80292e+06 5.97146e+06 4.12932e+06 7.51328e+06 3.77342e+06 2.94872e+06 1.17606e+07 2.8211e+07 3.62816e+06 7.69704e+06 5.17758e+06 3.9328e+06 2.65132e+06 2.52409e+06 1.48254e+06 1.24488e+06 809106 715744 823513 696237 1.03146e+06 2.19525e+06 542844 531845 453068 294848 threshold=2779.5510000000008 33.101600000000012 1876.5445000000002 277.38965000000007 2773.7250000000004 23.694500000000001 1287.5327000000002 1.7323 688.40820000000008 1471.8415000000002 321.88825000000003 460.16525000000007 0 522.78869700000007 1256.4300000000001 1113.0755000000001 86.167500000000004 957.78375000000017 15.579750000000002 161.36575000000002 1541.2800000000002 912.34500000000014 710.99890000000016 2640.1488000000004 1926.0125000000005 678.56500000000017 1107.1660000000004 446.99425000000002 315.10000000000008 54.117410000000014 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 left_child=4 3 -3 6 9 16 7 8 -2 20 12 -12 13 18 -15 17 28 -14 -11 -17 23 22 27 24 26 -26 -1 -22 -6 -25 right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 11 -13 15 14 -16 19 -18 -19 -20 -21 21 -23 -24 29 25 -27 -28 -29 -30 -31 leaf_value=-0.0013873604950669445 0.73350835357163402 -1.9426382980081769 13.979414446795429 -10.543904608726503 -3.3155584306716919 2.5352596402168275 5.6982936350504554 -4.2546864041415127 6.1247530169487003 0.89108534762733871 14.081149996802919 -2.1228661571849479 0.67332078887866087 8.2070132063825927 1.4907870535417036 -4.9946929759979248 -0.66630080276065395 -1.9261530880217856 -2.2078691240457391 -1.5475341077284381 -0.40016256621447943 -1.9751413112528184 1.0832543083929247 -0.46152319836616512 1.4659464455873539 -1.4898027968406677 0.42416876692970595 -2.0431044128417968 -4.8252164012735541 -2.1786368086338044 leaf_weight=361635 37 36 27 20 50 24 21 22 20 38 21 22 182 24 22 20 36 47 26 22 93 34 31 20 117 32 300 25 33 20 leaf_count=361635 37 36 27 20 50 24 21 22 20 38 21 22 182 24 22 20 36 47 26 22 93 34 31 20 117 32 300 25 33 20 internal_value=0 1.48813 4.8811 -0.293185 -0.000992485 -2.01504 1.75696 0.709263 2.62517 -0.000198484 0.833252 5.79072 0.273748 1.71852 4.99491 -0.36272 -2.93275 0.139804 -0.367865 -3.18904 -0.00117385 -0.665938 -0.367194 -0.000837914 -0.000692175 0.831155 -0.00103463 -0.748243 -3.91578 -1.32008 internal_weight=0 183 63 120 362874 143 100 79 57 362731 424 43 381 110 46 271 119 229 64 42 362307 183 149 362124 362084 149 361935 118 83 40 internal_count=363057 183 63 120 362874 143 100 79 57 362731 424 43 381 110 46 271 119 229 64 42 362307 183 149 362124 362084 149 361935 118 83 40 cat_boundaries=0 6 cat_threshold=32768 0 0 0 0 2147484672 is_linear=0 shrinkage=0.01 Tree=598 num_leaves=31 num_cat=3 split_feature=8 7 12 2 17 8 8 15 9 6 0 2 0 9 14 8 25 5 8 2 2 2 0 2 2 0 25 6 25 5 split_gain=3.394e+06 1.98388e+07 5.02799e+07 8.01009e+06 3.26615e+06 9.53539e+06 1.79252e+06 1.75502e+06 1.78297e+06 1.17627e+06 7.88223e+06 9.03889e+06 7.41491e+06 3.97139e+07 2.91494e+06 8.86491e+06 2.3292e+06 4.18855e+06 2.30268e+06 1.89148e+06 1.07646e+06 775105 4.37642e+06 3.37164e+06 2.54356e+06 912634 3.25721e+06 691578 548455 109894 threshold=1926.0125000000005 2690.3565000000003 152.11795000000004 2593.0505000000003 2732.1750000000006 119.60205350000003 2877.4750000000008 202.18300000000002 406.08214000000004 198.55450000000002 2773.7250000000004 2593.0505000000003 2773.7250000000004 165.12600000000003 1151.8115000000003 1128.2175000000002 0 1287.5327000000002 138.49600000000001 2593.0505000000003 7.2721500000000008 621.21800000000007 885.78750000000014 863.30000000000007 1254.2925000000002 448.50050000000005 1 57.604750000000003 2 95.88300000000001 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 9 2 9 2 left_child=4 3 -3 6 9 -6 7 8 29 10 21 20 14 -14 16 18 17 -11 -16 -18 -12 25 24 -24 -23 28 -27 -8 -1 -2 right_child=1 2 -4 -5 5 -7 27 -9 -10 12 11 -13 13 -15 15 -17 19 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.042225425227628906 1.2113951923001198 -4.1785838525945493 16.362324920067419 -6.1912771778106688 1.4738487814973902 -7.2882569768215006 0.1390979754052511 -0.73036788954879295 3.8048512430624526 0.35572789763488699 -0.35921205558028874 -8.6044732956659242 13.630795413307522 -4.25097777472602 2.9847725168863937 7.206642449420432 -0.015498840435308565 3.6475219220519071 -0.34071135059162816 -2.3170212003919812 -2.6563335478656431 0.34397180354853635 -0.76484692012562483 2.8804529458522796 -0.7668884245921056 1.4370380244084768 -0.32331957665759498 -1.7747240208217077 -0.0053856526021100592 0.27448409307570687 leaf_weight=26114 31 22 26 20 27 23 41 33 33 1149 51 21 23 27 27 23 4409 40 91 36 34 738 34 100 286 102 1786 35 327654 21 leaf_count=26114 31 22 26 20 27 23 41 33 33 1149 51 21 23 27 27 23 4409 40 91 36 34 738 34 100 286 102 1786 35 327654 21 internal_value=0 1.13752 6.94774 -0.165713 -0.00106112 -2.55672 0.45548 1.22691 1.98679 -0.000708858 -0.00300933 -2.72952 0.14025 3.97464 0.107051 1.52721 0.0715096 0.462579 0.420204 -0.0340622 -1.27806 -0.00219935 0.256098 1.95553 0.033712 -0.00304036 -0.222317 -0.742267 -0.00187012 0.833027 internal_weight=0 262 48 214 362795 50 194 118 85 362745 356920 106 5825 50 5775 141 5634 1189 118 4445 85 356814 1158 134 1024 355656 1888 76 353768 52 internal_count=363057 262 48 214 362795 50 194 118 85 362745 356920 106 5825 50 5775 141 5634 1189 118 4445 85 356814 1158 134 1024 355656 1888 76 353768 52 cat_boundaries=0 6 11 17 cat_threshold=136331296 134250560 67108880 67174400 5184 2147483777 1536 0 0 33554432 17408 8388736 1114132 2147485252 2218787632 272763024 3166243 is_linear=0 shrinkage=0.01 Tree=599 num_leaves=35 num_cat=2 split_feature=1 12 13 4 0 16 0 3 25 7 4 5 11 3 8 5 10 4 13 0 15 16 13 12 1 8 4 2 7 25 1 11 11 1 split_gain=3.93676e+06 1.06523e+07 3.88532e+07 1.08614e+07 5.69082e+06 5.87548e+06 4.41825e+06 2.87292e+06 1.10161e+07 3.66179e+07 6.17278e+06 6.92908e+06 4.21704e+06 3.41164e+06 2.55121e+06 1.8677e+06 1.74418e+06 1.65533e+06 1.39971e+06 1.23494e+06 754798 1.17343e+06 1.74756e+06 1.10109e+06 891127 858716 2.35936e+06 3.54252e+06 783472 568357 2.9548e+06 699892 491536 444495 threshold=2779.5510000000008 33.101600000000012 1099.5287500000002 1517.5820000000001 2773.7250000000004 23.694500000000001 988.99750000000006 1471.8415000000002 0 1489.0961200000002 726.06900000000007 1121.68056 174.03250000000003 2692.2960000000003 86.167500000000004 543.59225000000015 137.37570000000002 31.097000000000005 518.6631000000001 22.611000000000004 952.35500000000013 107.20050000000002 889.25750000000005 1092.2600000000002 584.17800000000011 1926.0125000000005 678.56500000000017 204.32750000000004 6.5025000000000013 1 1097.7209 442.10084200000006 336.99850000000004 315.10000000000008 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 9 2 2 2 2 left_child=4 3 -3 6 7 14 19 20 9 12 11 16 17 18 33 -14 -10 -9 -12 -2 25 22 32 28 -25 29 27 -27 -23 30 -1 -31 -22 -6 right_child=1 2 -4 -5 5 -7 -8 8 10 -11 13 -13 15 -15 -16 -17 -18 -19 -20 -21 21 23 -24 24 -26 26 -28 -29 -30 31 -32 -33 -34 -35 leaf_value=-0.041007500525493457 1.3094198393395968 14.806716570854187 -1.3646074828123436 -4.7880361546696841 -3.2755575879096983 2.5181072680155436 4.6393633946776394 0.30054521267230694 -0.31761380793942007 13.248487604075464 -0.29360291968451607 6.2523284072875986 -3.8883236278187145 -5.7047734069824223 -0.68253002954853914 0.28100830623081752 2.7510300191243489 3.6118627346886529 -3.3261215608016306 -1.8178539972719938 -0.0028386801521250067 0.81293179116930281 2.858298845972334 -1.1497102541393704 -3.7043009194460779 0.34745399928954712 -1.5961017692450321 4.2638904772576645 -0.887475233733654 0.0015844835896214303 -2.4271213951477639 0.22305819447472722 -1.6724411911964416 -4.7708657813072204 leaf_weight=26290 28 24 39 37 50 24 32 26 157 29 45 20 22 24 36 21 21 36 23 23 149 35 21 36 22 83 33 32 120 333981 52 1433 20 33 leaf_count=26290 28 24 39 37 50 24 32 26 157 29 45 20 22 24 36 21 21 36 23 23 149 35 21 36 22 83 33 32 120 333981 52 1433 20 33 internal_value=0 1.4661 4.7959 -0.282038 -0.000976246 -1.99548 1.72666 -0.000189951 0.822478 3.07226 -0.312249 0.671479 0.554279 -2.46334 -2.90578 -1.85214 0.0444172 2.22325 -1.31931 -0.100919 -0.0011527 -0.433688 0.137645 -0.943327 -2.11869 -0.000671051 0.760891 1.43725 -0.503512 -0.000982617 -0.0457004 0.00253062 -0.200425 -3.87008 internal_weight=0 183 63 120 362874 143 83 362731 424 134 290 198 105 92 119 43 178 62 68 51 362307 403 190 213 58 361904 148 115 155 361756 26342 335414 169 83 internal_count=363057 183 63 120 362874 143 83 362731 424 134 290 198 105 92 119 43 178 62 68 51 362307 403 190 213 58 361904 148 115 155 361756 26342 335414 169 83 cat_boundaries=0 6 12 cat_threshold=32768 0 256 0 0 1024 839909440 135168 1094721539 54336 122159112 1417815048 is_linear=0 shrinkage=0.01 Tree=600 num_leaves=27 num_cat=3 split_feature=4 10 7 2 11 3 2 3 4 3 10 4 3 10 7 10 5 9 12 5 13 7 24 25 25 26 split_gain=4.02895e+06 2.21519e+07 1.00766e+08 1.80752e+07 6.99196e+06 1.3355e+07 3.03596e+06 8.77104e+06 3.66871e+06 2.39977e+06 2.31861e+06 7.96555e+06 1.73478e+06 858660 2.73367e+06 3.2257e+06 1.50953e+06 4.34649e+06 1.46402e+06 1.5631e+06 1.0887e+06 1.0833e+06 614720 2.74086e+06 711694 172637 threshold=2632.2792750000003 31.502750000000002 148.25225000000003 1092.7150000000004 2995.7383125000001 1278.9218000000003 2593.0505000000003 1854.9329420000001 1115.3337000000004 55.204000000000015 2855.9890500000006 53.21200000000001 255.01000000000002 893.42000000000007 1489.0961200000002 1274.5290000000002 2763.7525000000005 536.95000000000016 332.12000000000006 22.165999999999993 1099.5287500000002 27.092500000000005 0 1 2 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 1 9 9 2 left_child=6 2 3 9 5 -3 10 8 12 -2 13 -12 25 16 18 -16 22 21 19 -15 -20 -18 23 -1 -24 -8 right_child=1 4 -4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 14 15 -17 17 -19 20 -21 -22 -23 24 -25 -26 -27 leaf_value=0.2482071756857305 -0.55155106433287815 -0.028966155946254731 19.596060459998345 -9.5893850187821812 2.4425920540945869 -9.7836631835937506 0.42417017059326173 -6.4713290800367087 2.9884341103942309 4.0186621522903447 -1.2144613176073347 6.014697271276404 -3.0846971279382704 -0.055097790115989302 5.5567435255504796 0.69552137961754423 -1.0164841712604871 -5.2792187354678202 -1.0029638908376226 1.2192046670279753 0.6749784444413095 1.9329662685394289 -0.063509592554191835 0.007938556135741905 -0.0043504127798320346 -0.65153284850152759 leaf_weight=4941 27 32 31 22 21 25 25 28 27 20 35 27 32 217 21 39 33 21 143 173 53 20 22408 115740 218934 37 leaf_count=4941 27 32 31 22 21 25 25 28 27 20 35 27 32 217 21 39 33 21 143 173 53 20 22408 115740 218934 37 internal_value=0 1.50432 4.61993 -2.10848 -2.49005 -4.30734 -0.000528827 -1.42767 -0.260538 1.39322 5.72825e-05 1.93372 -1.19375 -0.000273219 0.363983 2.39695 -0.000923072 -1.42903 0.15583 0.51017 -0.549235 0.096516 -0.000631157 0.0177955 -0.0098456 -0.217782 internal_weight=0 178 100 69 78 57 362954 149 121 47 362805 62 94 362743 646 60 362097 74 586 390 196 53 362023 120681 241342 62 internal_count=363132 178 100 69 78 57 362954 149 121 47 362805 62 94 362743 646 60 362097 74 586 390 196 53 362023 120681 241342 62 cat_boundaries=0 1 6 12 cat_threshold=23 9437184 4 2147483665 1073758208 34816 9469952 4 2483027985 1073767968 163841 3219456 is_linear=0 shrinkage=0.01 Tree=601 num_leaves=28 num_cat=0 split_feature=4 10 7 2 8 6 2 18 12 10 4 26 8 4 10 7 10 5 9 12 6 6 7 8 5 7 26 split_gain=3.94878e+06 2.17111e+07 9.87603e+07 1.77155e+07 7.82133e+06 1.65698e+07 2.97554e+06 2.78194e+06 4.47528e+06 2.27247e+06 7.80703e+06 1.64617e+06 1.43659e+06 1.24497e+06 841572 2.67927e+06 3.16151e+06 1.47949e+06 4.26e+06 1.43488e+06 2.0032e+06 1.12813e+06 1.06175e+06 798789 3.37821e+06 754078 137392 threshold=2632.2792750000003 31.502750000000002 148.25225000000003 1092.7150000000004 1926.0125000000005 987.12000000000012 2593.0505000000003 11.61275 283.62180000000006 2855.9890500000006 53.21200000000001 2022.5000000000002 103.56378000000002 362.02000000000004 893.42000000000007 1489.0961200000002 1274.5290000000002 2763.7525000000005 536.95000000000016 332.12000000000006 797.20500000000004 19.016000000000002 27.092500000000005 1926.0125000000005 575.25150000000008 1113.0755000000001 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=6 2 3 11 5 -3 9 8 12 14 -11 -2 13 26 17 19 -17 23 22 20 -16 -21 -19 25 -25 -1 -8 right_child=1 4 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 16 -18 18 -20 21 -22 -23 -24 24 -26 -27 -28 leaf_value=-0.00039049045225650119 3.2910317303823389 0.46658289805702546 19.400100185640397 -9.4934911181709989 1.0447364044189453 -11.978949757575988 -0.89736153520856587 1.4911576334635417 -6.1395706679875195 -1.2023166855403356 5.9545503651654279 -0.45279910014321412 -3.2907444679737092 1.5869937092917306 0.26278361416544233 5.5011761728922526 0.68856623527331229 -1.0063193286548962 -5.2264265024094358 1.0556702690654332 2.6250565228462222 -0.90361005031317476 1.913636917114258 1.6858680570502032 -2.3821930855971116 -0.41275676151116691 -1.936353709280491 leaf_weight=361458 23 23 31 22 35 20 35 27 22 35 27 24 24 21 350 21 39 33 21 36 40 160 20 95 26 444 20 leaf_count=361458 23 23 31 22 35 20 35 27 22 35 27 24 24 21 350 21 39 33 21 36 40 160 20 95 26 444 20 internal_value=0 1.48928 4.57373 -2.08739 -2.46515 -5.32204 -0.000523487 -1.41339 -2.0562 5.67616e-05 1.91438 1.37929 -1.15786 -0.484314 -0.000270435 0.360343 2.37298 -0.000913789 -1.41474 0.154271 0.505068 -0.543742 0.095551 -0.000624793 0.811739 -0.000896403 -1.27518 internal_weight=0 178 100 69 78 43 362954 149 122 362805 62 47 100 76 362743 646 60 362097 74 586 390 196 53 362023 121 361902 55 internal_count=363132 178 100 69 78 43 362954 149 122 362805 62 47 100 76 362743 646 60 362097 74 586 390 196 53 362023 121 361902 55 is_linear=0 shrinkage=0.01 Tree=602 num_leaves=22 num_cat=0 split_feature=6 7 1 7 12 1 1 13 2 0 0 3 7 1 14 10 0 2 0 0 0 split_gain=3.58969e+06 3.00527e+07 1.81732e+07 5.46531e+06 3.30111e+06 9.10509e+06 6.71692e+06 2.6511e+07 1.19047e+07 6.47851e+06 2.32227e+06 1.77945e+06 4.93716e+06 2.00563e+06 2.00191e+06 1.94433e+06 5.58026e+06 1.05943e+06 5.38987e+06 1.08819e+06 931542 threshold=2871.8940000000007 2690.3565000000003 1461.4925000000003 164.82050000000001 2813.3566500000006 959.97700000000009 2779.5510000000008 320.24300000000005 2593.0505000000003 988.99750000000006 22.611000000000004 2692.2960000000003 26.254000000000001 227.67125000000004 213.83620000000002 2855.9890500000006 172.16250000000002 1800.6974500000001 1836.963 1114.9175000000002 7.7315000000000014 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 20 11 8 9 10 -8 15 13 -13 -14 17 -17 19 -19 -1 -6 right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 -12 12 14 -15 -16 16 -18 18 -20 -21 -22 leaf_value=-0.0010826123945193371 -1.3278921274569901 9.4408046338293286 -9.7544275169372554 4.1035235527157781 -0.98084300300053184 -7.8761529148817067 1.9299502309437455 11.521949292755128 -6.451303599964489 5.3763619064539672 -1.9220630701850443 -0.68463712943924804 -5.2991485520889023 3.2649680175781248 -1.1866487784385682 -0.60487437196680016 5.667585626685101 -0.20021162594677111 -5.5047810218447726 0.38073020600812152 1.7245694806575775 leaf_weight=361631 44 36 20 32 35 20 29 25 22 32 34 36 29 20 20 37 23 218 21 748 20 leaf_count=361631 44 36 20 32 35 20 29 25 22 32 34 36 29 20 20 37 23 218 21 748 20 internal_value=0 1.64898 -1.27295 0.95902 -0.000394841 -2.09815 3.86685e-05 2.17452 0.177208 1.71223 -0.148914 -0.000812464 -1.30244 0.725936 -3.62058 -0.000435627 1.79957 -0.000733462 -0.666303 -0.000294498 0.00294335 internal_weight=0 132 96 76 363000 75 362925 142 117 95 63 362783 105 56 49 362678 60 362618 239 362379 55 internal_count=363132 132 96 76 363000 75 362925 142 117 95 63 362783 105 56 49 362678 60 362618 239 362379 55 is_linear=0 shrinkage=0.01 Tree=603 num_leaves=26 num_cat=1 split_feature=4 10 7 2 10 11 2 0 0 2 26 2 1 10 4 3 4 1 0 12 25 0 3 12 1 split_gain=3.83565e+06 2.12962e+07 9.64759e+07 1.72846e+07 6.84116e+06 1.78865e+07 2.88726e+06 1.16658e+07 4.06864e+06 6.55296e+06 1.02776e+07 5.9096e+06 6.37622e+06 2.52621e+06 8.85178e+06 2.33481e+06 1.96528e+06 2.92068e+06 801922 4.88874e+06 4.16009e+06 2.71718e+06 1.58109e+06 4.39583e+06 746235 threshold=2632.2792750000003 31.502750000000002 148.25225000000003 1092.7150000000004 1274.5290000000002 1962.6297000000002 2593.0505000000003 1836.963 2773.7250000000004 27.046500000000005 2022.5000000000002 1092.7150000000004 584.17800000000011 2855.9890500000006 53.21200000000001 55.204000000000015 970.01225000000011 290.01425000000006 1114.9175000000002 1092.2600000000002 0 1501.0951200000002 1854.9329420000001 875.1645000000002 1461.4925000000003 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 left_child=6 2 3 15 -3 -6 8 16 13 10 -10 12 -11 18 -15 -2 17 -8 22 20 -20 -21 24 -24 -1 right_child=1 4 -4 -5 5 -7 7 -9 9 11 -12 -13 -14 14 -16 -17 -18 -19 19 21 -22 -23 23 -25 -26 leaf_value=-0.0015167190411580049 -0.55501278009679578 -5.8176981646874371 19.17652132526521 -9.3764876223558726 -6.2211604402282026 6.5304953904585412 0.91370843449417427 -6.8513957589672456 7.4597729079787793 1.5343799903094768 -0.94263209640979773 3.5989694460729762 -6.1859711439713196 -1.1950344755990165 6.5958512451171876 3.9529201784133909 2.2522169094085696 -2.7536498226263588 1.1101396062817026 6.1785639572143554 -0.51491146561881285 1.4799342533946038 -0.37352247742787464 -5.2345256732759031 0.4917173180168537 leaf_weight=361423 27 34 31 22 22 22 49 31 37 20 24 24 23 35 25 20 30 39 243 20 408 32 163 21 307 leaf_count=361423 27 34 31 22 22 22 49 31 37 20 24 24 23 35 25 20 30 39 243 20 408 32 163 21 307 internal_value=0 1.46779 4.52262 -2.06101 -2.44867 0.154667 -0.000517065 -1.39226 5.45097e-05 1.78261 4.15391 -0.376335 -2.59511 -0.000574609 2.05117 1.36326 0.0419142 -0.711598 -0.000914098 0.336503 0.100818 3.2871 -0.00156951 -0.928311 -0.00109811 internal_weight=0 178 100 69 78 44 362954 149 362805 128 61 67 43 362677 60 47 118 88 362617 703 651 52 361914 184 361730 internal_count=363132 178 100 69 78 44 362954 149 362805 128 61 67 43 362677 60 47 118 88 362617 703 651 52 361914 184 361730 cat_boundaries=0 4 cat_threshold=33280 134479872 0 1073741824 is_linear=0 shrinkage=0.01 Tree=604 num_leaves=24 num_cat=0 split_feature=4 10 7 2 8 2 0 0 2 26 2 1 10 4 3 4 1 1 3 12 5 13 0 split_gain=3.75932e+06 2.08817e+07 9.09989e+07 1.67033e+07 8.742e+06 2.8298e+06 1.14336e+07 3.98767e+06 6.42256e+06 1.0073e+07 5.792e+06 6.24934e+06 2.47593e+06 8.67563e+06 1.96809e+06 1.92617e+06 2.86256e+06 789305 6.8168e+06 1.25055e+06 1.06112e+06 1.40011e+06 848264 threshold=2632.2792750000003 152.20455000000001 148.25225000000003 1254.2925000000002 1926.0125000000005 2593.0505000000003 1836.963 2773.7250000000004 27.046500000000005 2022.5000000000002 1092.7150000000004 584.17800000000011 2855.9890500000006 53.21200000000001 117.32300000000002 970.01225000000011 290.01425000000006 2779.5510000000008 542.09453100000007 17.427500000000002 2763.7525000000005 69.414500000000018 1114.9175000000002 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 3 14 -3 7 15 12 9 -9 11 -10 17 -14 -2 16 -7 20 19 -19 22 -22 -1 right_child=1 4 -4 -5 -6 6 -8 8 10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 21 -23 -24 leaf_value=-0.0015584787211021917 -0.57983189850017947 -5.8633878528766141 18.062885450305362 -9.5191461703890852 1.0208365892682756 0.90457138217225364 -6.7828818315075283 7.3851752863703553 1.5190361544787885 -0.93320575575033826 3.562979792058468 -6.1241113836868957 -1.183084150859288 6.5298926406860351 3.4399182801019577 2.2296947876612343 -2.7261133039914642 -2.1950852252244948 4.282845809459686 0.81845222836449039 -0.20387811717987059 -3.0648670137845553 0.35432411153696691 leaf_weight=361772 29 39 33 21 35 49 31 37 20 24 24 23 35 25 21 30 39 40 37 21 50 26 671 leaf_count=361772 29 39 33 21 35 49 31 37 20 24 24 23 35 25 21 30 39 40 37 21 50 26 671 internal_value=0 1.45311 4.34227 -2.03491 -2.60734 -0.000511731 -1.37834 5.41284e-05 1.76478 4.11237 -0.372572 -2.56916 -0.000568699 2.03066 1.10846 0.0414951 -0.704482 -0.000904794 0.896422 -1.15764 -0.00114737 -1.18264 -0.000899624 internal_weight=0 178 104 71 74 362954 149 362805 128 61 67 43 362677 60 50 118 88 362617 98 61 362519 76 362443 internal_count=363132 178 104 71 74 362954 149 362805 128 61 67 43 362677 60 50 118 88 362617 98 61 362519 76 362443 is_linear=0 shrinkage=0.01 Tree=605 num_leaves=24 num_cat=1 split_feature=10 1 0 13 3 6 1 8 3 9 10 8 2 13 6 7 15 24 18 2 7 26 26 split_gain=3.32771e+06 9.37576e+06 5.08916e+06 1.54851e+07 2.79778e+07 9.14661e+06 7.26163e+06 5.08207e+06 4.34276e+06 2.09604e+06 1.14441e+07 2.13103e+06 4.62207e+06 2.06014e+06 1.03934e+06 978963 8.37065e+06 2.21518e+06 1.64206e+06 1.79034e+06 684370 676986 455790 threshold=2855.9890500000006 2779.5510000000008 2773.7250000000004 267.20500000000004 1471.8415000000002 287.23380000000003 290.01425000000006 1926.0125000000005 314.62380000000002 2724.2674800000009 32.897500000000008 2877.4750000000008 778.91025000000013 26.251840000000005 987.12000000000012 1489.0961200000002 952.35500000000013 0 2044.7545000000002 47.996000000000009 192.93375 2022.5000000000002 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 left_child=2 7 9 4 6 -6 22 8 13 11 -11 15 20 -2 -12 18 17 -17 21 -20 -13 -1 -4 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 14 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 leaf_value=0.014036309323462766 1.01509895524671 -7.743987027122861 0.59623040281023298 9.0053314224243159 -11.26754574584961 -1.9236390408602628 7.0295386123997821 -4.7981641159057622 4.8600446529388428 5.8515540642208519 -0.14739732875823974 -0.82904535640369759 -4.8026232469492944 -3.0414731334504626 -3.0607988230387373 0.96984710467680713 5.323096032828996 -0.76722905016230969 -0.48278111415439184 -4.0786484227180484 1.7268545031547546 -0.013303027428567369 2.291502135539877 leaf_weight=181045 31 21 35 25 20 22 35 20 20 36 25 22 29 21 24 121 33 157 45 20 20 181251 29 leaf_count=181045 31 21 35 25 20 22 35 20 20 36 25 22 29 21 24 121 33 157 45 20 20 181251 29 internal_value=0 -1.71495 0.00138475 1.75191 0.465848 -6.37312 3.36723 -0.338753 0.899973 0.00058385 1.57073 0.000215925 -1.73208 -0.623132 -1.57437 0.000555056 0.561366 -0.00387511 7.37344e-05 -1.5892 0.38805 0.000358868 1.3644 internal_weight=0 113 362994 166 141 42 99 92 72 362828 85 362743 71 52 49 362672 311 278 362361 65 42 362296 64 internal_count=363107 113 362994 166 141 42 99 92 72 362828 85 362743 71 52 49 362672 311 278 362361 65 42 362296 64 cat_boundaries=0 1 cat_threshold=3121 is_linear=0 shrinkage=0.01 Tree=606 num_leaves=25 num_cat=0 split_feature=10 1 0 13 2 1 5 8 4 5 4 7 6 5 19 6 15 2 0 15 14 14 1 6 split_gain=3.26149e+06 9.18918e+06 4.98788e+06 1.5177e+07 1.75945e+07 9.17391e+06 6.1892e+06 4.98093e+06 5.31725e+06 2.41691e+06 2.10339e+07 2.24431e+06 1.99525e+06 725370 2.89373e+06 3.38671e+06 3.0989e+06 1.22629e+06 5.71953e+06 797174 2.03285e+06 860294 599662 20028.7 threshold=2855.9890500000006 2779.5510000000008 2773.7250000000004 267.20500000000004 92.941000000000017 554.77325000000008 543.59225000000015 1926.0125000000005 53.21200000000001 2763.7525000000005 1876.5445000000002 1113.0755000000001 253.31100000000006 1121.68056 762.32868000000008 2871.8940000000007 254.38525000000004 2593.0505000000003 1266.1895000000002 2640.1488000000004 144.12400000000002 2857.2975000000001 9.1405000000000012 9.6847500000000029 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 7 9 4 -4 -6 -7 8 23 13 11 12 -11 17 15 16 -15 19 22 21 -21 -1 -19 -2 right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 leaf_value=0.00039973469370030386 -1.2563455840519497 -7.6665467543829049 4.50656807532076 8.9152779739379877 3.2419223444461824 -8.3787159564971923 -1.8641013445172991 -4.7501825180053707 4.0162482200130345 -1.4644795624869209 9.5092666244506834 -3.8357575516473679 2.4344826216924758 -0.00062381321014474132 2.6724936904907226 -4.2730453401544821 -2.0109167264353842 0.82151266243527921 5.8867572937011721 -0.84230401039123537 3.6664099850654601 -1.7220312973548628 -0.9954366996349433 -1.6985199375152586 leaf_weight=361981 21 21 61 25 20 25 35 20 31 35 25 21 21 437 30 23 93 34 20 20 20 29 39 20 leaf_count=361981 21 21 61 25 20 25 35 20 31 35 25 21 21 437 30 23 93 34 20 20 20 29 39 20 internal_value=0 -1.6978 0.00137096 1.7344 0.461189 -2.62341 -4.57852 -0.335365 0.890973 0.000578068 1.53969 -1.04784 -0.00236874 0.000145264 -0.352304 -0.516398 -0.353373 0.000712658 1.14887 0.000417731 1.41205 0.000261754 -0.149186 -1.47204 internal_weight=0 113 362994 166 141 80 60 92 72 362828 102 77 56 362726 583 553 530 362143 93 362050 40 362010 73 41 internal_count=363107 113 362994 166 141 80 60 92 72 362828 102 77 56 362726 583 553 530 362143 93 362050 40 362010 73 41 is_linear=0 shrinkage=0.01 Tree=607 num_leaves=25 num_cat=2 split_feature=10 11 15 0 13 3 6 1 9 5 4 3 6 4 0 3 3 25 1 24 1 11 1 1 split_gain=3.19659e+06 9.22923e+06 6.54391e+06 4.88862e+06 1.48749e+07 2.71547e+07 8.92512e+06 7.28686e+06 4.22939e+06 2.36882e+06 2.06153e+07 1.37888e+06 5.39999e+06 1.62108e+06 1.30891e+06 823804 701244 5.72172e+06 2.22533e+07 2.32481e+06 1.47468e+06 788737 735527 30674.8 threshold=2855.9890500000006 265.63100000000003 180.37925000000004 2773.7250000000004 267.20500000000004 1471.8415000000002 287.23380000000003 290.01425000000006 104.01250000000002 2763.7525000000005 1876.5445000000002 2692.2960000000003 797.20500000000004 202.85550000000003 531.67662500000017 174.3837 566.70675000000006 0 629.11000000000013 1 2779.5510000000008 23.808000000000003 959.97700000000009 6.454600000000001 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 2 left_child=3 8 -3 9 5 7 -7 -5 -2 11 14 16 13 23 15 -11 20 18 -18 -19 22 -22 -1 -13 right_child=1 2 -4 4 -6 6 -8 -9 -10 10 -12 12 -14 -15 -16 -17 17 19 -20 -21 21 -23 -24 -25 leaf_value=0.00031942700183859774 -0.93221337080001831 -7.2744396090507513 -1.0990067940789299 1.3086548281274737 8.8261248641967764 -11.115836868286133 -1.8857621314308861 6.9836278417110442 5.2942928905487063 -0.93174221807056001 9.4141736602783208 -0.25411356767018634 -4.1012632980102151 2.79904129375111 1.0917328789120628 -3.4630196290016175 0.35882593456817707 0.3646163575567008 11.767432127453032 -0.34920744036755913 -2.2668136194619266 0.12823683643341066 -0.34496534883011509 -0.77106897874311975 leaf_weight=359995 24 32 37 64 25 20 22 35 20 36 25 24 39 22 21 20 92 1019 21 810 44 20 618 22 leaf_count=359995 24 32 37 64 25 20 22 35 20 36 25 24 39 22 21 20 92 1019 21 810 44 20 618 22 internal_value=0 -1.68082 -3.96298 0.00135725 1.71705 0.456577 -6.28104 3.31496 1.89802 0.000572287 1.52429 0.000143811 -1.13488 0.566422 -1.03736 -1.83577 0.00047873 0.189994 2.27746 0.0483089 -0.00054168 -1.51836 -0.000272304 -0.501353 internal_weight=0 113 69 362994 166 141 42 99 44 362828 102 362726 107 68 77 56 362619 1942 113 1829 360677 64 360613 46 internal_count=363107 113 69 362994 166 141 42 99 44 362828 102 362726 107 68 77 56 362619 1942 113 1829 360677 64 360613 46 cat_boundaries=0 6 7 cat_threshold=0 64 524368 0 0 1025 2420 is_linear=0 shrinkage=0.01 Tree=608 num_leaves=26 num_cat=1 split_feature=10 11 15 4 10 3 0 3 1 0 2 26 6 14 1 2 0 1 6 2 6 24 3 1 2 split_gain=3.13297e+06 9.04557e+06 6.41369e+06 4.83465e+06 2.41184e+07 6.79833e+07 8.14195e+06 4.57436e+06 1.01517e+07 7.33052e+06 7.40076e+06 8.04641e+06 4.06205e+06 3.19583e+06 1.98666e+06 1.65561e+06 7.06271e+06 1.95644e+06 1.20658e+06 916811 893386 670822 2.08169e+06 1.67117e+06 527951 threshold=2855.9890500000006 265.63100000000003 180.37925000000004 2632.2792750000003 152.20455000000001 2692.2960000000003 988.99750000000006 2692.2960000000003 1891.4572200000002 2773.7250000000004 73.663000000000025 2022.5000000000002 137.63850000000005 33.202000000000005 629.11000000000013 2593.0505000000003 885.78750000000014 9.1405000000000012 685.98275000000012 17.427500000000006 15.579750000000002 0 507.85850000000005 860.12500000000011 22.573000000000004 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 left_child=3 20 -3 7 5 12 -6 9 13 15 11 -11 19 14 24 21 17 -17 -12 -5 -2 23 -23 -1 -9 right_child=1 2 -4 4 6 -7 -8 8 -10 10 18 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 leaf_value=-0.017141458978755967 0.57826010664304106 -7.2016952389478686 -1.0880167461085963 -0.32069849271040696 -0.055052728271484379 19.655217437744142 -8.2093498275677366 -1.5051623428344727 -7.768654623826345 7.8428229378365177 -1.1405044348175462 0.31079622351604963 2.8532412640026639 -3.4910054151828476 3.1881064401354111 1.3637871453978798 4.8691217984093562 -1.8418755272229512 1.8605971935817176 -3.061561445153278 3.4399681949615477 0.0072962246519193644 0.37354439103811332 -0.69297267556921338 0.57127714474995939 leaf_weight=120483 24 32 37 26 25 23 24 25 24 37 37 23 35 26 21 33 36 45 21 23 20 240074 1562 367 24 leaf_count=120483 24 32 37 26 25 23 24 25 24 37 37 23 35 26 21 33 36 45 21 23 20 240074 1562 367 24 internal_value=0 -1.66401 -3.92335 0.00134368 1.7614 4.42224 -4.04899 0.000586952 -1.95152 0.00123278 2.49328 4.95555 0.251302 -0.497232 0.61474 0.000421797 1.20534 -0.485634 -0.0538987 -1.60723 1.87904 4.28563e-05 0.00966335 -0.0191923 -0.488131 internal_weight=0 113 69 362994 156 107 49 362838 120 362718 118 60 84 96 70 362600 114 78 58 49 44 362486 241636 120850 49 internal_count=363107 113 69 362994 156 107 49 362838 120 362718 118 60 84 96 70 362600 114 78 58 49 44 362486 241636 120850 49 cat_boundaries=0 1 cat_threshold=2696 is_linear=0 shrinkage=0.01 Tree=609 num_leaves=33 num_cat=3 split_feature=7 1 6 5 0 13 2 13 1 4 26 24 3 26 1 0 4 3 14 1 9 1 0 11 11 4 25 0 25 9 26 6 split_gain=2.01372e+06 1.91859e+07 1.27001e+07 7.73338e+06 7.55502e+06 1.24673e+07 2.39354e+07 7.53035e+06 5.50259e+06 9.78027e+06 762827 670598 2.13245e+06 5.09139e+06 9.07922e+06 1.69118e+07 3.12767e+06 8.08018e+06 5.11152e+06 2.48715e+06 2.09912e+06 1.87024e+06 1.14883e+06 4.49823e+06 2.00474e+06 1.8636e+06 991294 950810 2.13717e+06 969430 838947 168146 threshold=2690.3565000000003 1097.7209 1118.3050000000001 1874.1882800000003 2773.7250000000004 267.20500000000004 2593.0505000000003 972.56475000000012 290.01425000000006 284.42020000000008 2022.5000000000002 0 507.85850000000005 2022.5000000000002 1461.4925000000003 1114.9175000000002 1291.5535000000002 1854.9329420000001 1541.2800000000002 442.05400000000003 2724.2674800000009 2779.5510000000008 448.50050000000005 1347.54114 1022.9471520000001 2632.2792750000003 1 52.014000000000003 2 383.33200000000005 2022.5000000000002 22.696000000000005 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 9 2 9 2 2 2 left_child=4 2 31 -3 11 6 8 -5 10 -10 -6 20 21 14 19 -16 18 -18 -15 -14 22 27 25 24 -24 26 -1 29 -29 -13 -23 -2 right_child=1 3 -4 7 5 -7 -8 -9 9 -11 -12 12 13 16 15 -17 17 -19 -20 -21 -22 30 23 -25 -26 -27 -28 28 -30 -31 -32 -33 leaf_value=0.21404898789278157 -1.3191267329248888 -0.89720790381431581 7.3242554986887969 -12.326005329608918 0.20008217205872406 8.2402407905033659 -8.1338346751530963 -3.648248435974121 10.797027797996998 0.90750382232666016 2.3662148140216694 0.002172435602194159 0.31654638704991495 -0.053214997401405846 10.401928129877362 -0.40419264729817705 0.0062161187656590202 -6.8431347926457731 4.3642184829711912 1.7726191834713785 -2.9162450355529788 -3.5394603968858718 -0.36994237693294707 3.9483297975858052 -3.5648536300659179 2.7710178474585216 -0.019432512098268975 0.20543116928845165 -0.070475595614329395 0.35875176761820426 -0.83724848500004523 -0.24226659314385779 leaf_weight=1837 29 25 29 20 37 28 24 20 20 20 29 227629 473 878 28 30 61 24 27 156 25 20 1091 24 20 24 117951 7049 4658 765 27 29 leaf_count=1837 29 25 29 20 37 28 24 20 20 20 29 227629 473 878 28 30 61 24 27 156 25 20 1091 24 20 24 117951 7049 4658 765 27 29 internal_value=0 -1.14995 1.92095 -5.26023 0.00129908 2.18752 0.883861 -7.98713 2.9256 5.85227 1.15187 0.000346972 0.00996281 0.365318 1.02676 4.81256 -0.0936817 -1.92772 0.0785758 0.677671 -0.0188745 0.00748171 -0.0182772 -0.334929 -0.427457 -0.0152775 -0.0158357 0.00787216 0.0957682 0.00336679 -1.98713 -0.780697 internal_weight=0 152 87 65 362955 158 130 40 106 40 66 362797 241825 1677 687 58 990 85 905 629 120972 240148 120947 1135 1111 119812 119788 240101 11707 228394 47 58 internal_count=363107 152 87 65 362955 158 130 40 106 40 66 362797 241825 1677 687 58 990 85 905 629 120972 240148 120947 1135 1111 119812 119788 240101 11707 228394 47 58 cat_boundaries=0 1 8 14 cat_threshold=2696 128 1048576 128 37748752 131200 1048616 1 741656064 8652320 201331024 2147516418 2119232 2147484160 is_linear=0 shrinkage=0.01 Tree=610 num_leaves=25 num_cat=1 split_feature=3 16 8 6 12 4 16 1 3 0 8 7 8 16 26 18 9 18 13 24 6 4 17 15 split_gain=8.1501e+06 2.02717e+07 6.83799e+06 8.6688e+06 6.45957e+06 1.79888e+06 1.13377e+06 9.22222e+06 1.1737e+06 1.11867e+06 786856 2.03416e+06 847408 3.56428e+06 2.39973e+06 1.28454e+06 2.28354e+06 966190 2.36332e+06 620231 530763 315752 185345 141452 threshold=2692.2960000000003 86.379500000000021 45.765000000000008 141.10000000000005 977.87575000000004 362.02000000000004 1907.6205000000002 1256.4300000000001 642.60925000000009 49.857500000000009 2877.4750000000008 710.08000000000004 1926.0125000000005 509.65625000000006 2022.5000000000002 2044.7545000000002 383.33200000000005 822.25125000000014 518.6631000000001 0 198.55450000000002 20.826328500000006 52.973000000000006 397.08350000000007 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=6 2 3 5 -4 -2 10 8 9 23 12 21 15 14 -14 17 22 19 -19 -1 -16 -12 -17 -8 right_child=1 -3 4 -5 -6 -7 7 -9 -10 -11 11 -13 13 -15 20 16 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.029791640155469687 0.83753347164247094 -8.514636739584116 -5.6481262097358709 7.2246595535278324 1.476038868904114 -2.8205945320129393 -0.039613515718563183 6.9930896323067806 -2.4596202034950254 2.2978468132019043 -0.34806865251981295 -2.8470860593459184 3.9378210866451266 -2.6780816293799359 1.3785688847133091 0.76354688739776611 4.2212655105590819 -0.052356712815150551 -2.2117705695769367 0.0052977227711815279 -0.48751174816930737 1.3232146328389645 -0.59786782073974609 -1.0253547152380149 leaf_weight=60423 41 39 35 20 20 20 37 21 20 20 26 34 32 23 35 20 20 199 68 302614 27 20 20 24 leaf_count=60423 41 39 35 20 20 20 37 21 20 20 26 34 32 23 35 20 20 199 68 302614 27 20 20 24 internal_value=0 -2.15894 -0.336349 1.51136 -3.05752 -0.361853 -0.000364604 0.963485 -0.290195 0.245466 -0.000688043 -0.99233 -0.000469788 0.85044 1.7138 -0.000743774 1.46231 -0.000985399 -0.60232 -0.000543141 0.565921 0.378576 0.0828395 -0.427446 internal_weight=0 175 136 81 55 61 363683 122 101 81 363561 80 363481 117 94 363364 60 363304 267 363037 62 46 40 61 internal_count=363858 175 136 81 55 61 363683 122 101 81 363561 80 363481 117 94 363364 60 363304 267 363037 62 46 40 61 cat_boundaries=0 1 cat_threshold=2176 is_linear=0 shrinkage=0.01 Tree=611 num_leaves=26 num_cat=1 split_feature=3 16 8 6 2 4 16 3 8 7 8 14 2 4 18 9 18 4 14 17 24 4 11 7 17 split_gain=7.98792e+06 1.98683e+07 6.70191e+06 8.49629e+06 7.33525e+06 1.76308e+06 1.11121e+06 7.00295e+06 771198 1.99368e+06 830545 4.37577e+06 2.52434e+06 2.11283e+06 1.25897e+06 2.2381e+06 946963 1.68219e+06 628045 775295 607890 309468 285448 210551 181657 threshold=2692.2960000000003 86.379500000000021 45.765000000000008 141.10000000000005 1800.6974500000001 362.02000000000004 1907.6205000000002 1107.1660000000004 2877.4750000000008 710.08000000000004 1926.0125000000005 573.0100000000001 204.32750000000004 784.4625000000002 2044.7545000000002 383.33200000000005 822.25125000000014 970.01225000000011 1541.2800000000002 1095.1042000000002 0 20.826328500000006 20.317500000000003 66.666000000000011 52.973000000000006 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=6 2 3 5 -4 -2 8 18 10 21 14 12 23 -14 16 24 20 -18 19 22 -1 -10 -8 -12 -16 right_child=1 -3 4 -5 -6 -7 7 -9 9 -11 11 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.029493773116828492 0.82915828332668395 -8.4294903256342959 -6.6131007289886474 7.1524127883911142 0.69203028078432438 -2.7923884201049805 0.31617895781993866 5.924513347459877 -0.34458800242497367 -2.8186152222577268 0.88409592990217534 -2.8679315526127818 5.9002816954113193 1.4145028141566687 0.75591147422790528 4.1790529918670654 -0.31389448055015085 -2.8272733170191446 -1.6089508981506029 1.8799946194603332 0.0052447473243930785 1.3099825289845466 -1.1389281890025504 -0.43068999494825094 -0.59188914775848389 leaf_weight=60423 41 39 28 20 27 20 28 23 26 34 29 25 21 21 20 20 237 30 24 21 302614 20 26 21 20 leaf_count=60423 41 39 28 20 27 20 28 23 26 34 29 25 21 21 20 20 237 30 24 21 302614 20 26 21 20 internal_value=0 -2.13735 -0.332985 1.49625 -3.02695 -0.358234 -0.000360965 0.95385 -0.000681169 -0.982407 -0.000465097 0.841936 1.85005 3.65739 -0.000736343 1.44769 -0.000975552 -0.596297 -0.20095 0.24961 -0.000537716 0.37479 -0.384428 0.331886 0.0820112 internal_weight=0 175 136 81 55 61 363683 122 363561 80 363481 117 92 42 363364 60 363304 267 99 75 363037 46 54 50 40 internal_count=363858 175 136 81 55 61 363683 122 363561 80 363481 117 92 42 363364 60 363304 267 99 75 363037 46 54 50 40 cat_boundaries=0 1 cat_threshold=2176 is_linear=0 shrinkage=0.01 Tree=612 num_leaves=24 num_cat=1 split_feature=3 16 8 6 2 4 16 1 3 0 13 11 20 4 18 7 16 4 8 24 6 20 7 split_gain=7.82896e+06 1.94729e+07 6.56855e+06 8.32722e+06 7.18928e+06 1.728e+06 1.08909e+06 8.9703e+06 1.17369e+06 1.09455e+06 775715 1.23514e+06 791658 3.0007e+06 1.60484e+06 1.81436e+06 758938 706953 703716 2.40895e+06 935495 370482 135816 threshold=2692.2960000000003 86.379500000000021 45.765000000000008 141.10000000000005 1800.6974500000001 362.02000000000004 1907.6205000000002 1256.4300000000001 642.60925000000009 49.857500000000009 2899.2375000000006 654.29690000000005 486.79575000000006 861.89750000000015 2044.7545000000002 51.140250000000002 778.95579000000009 586.56060000000014 652.05450000000008 0 2871.8940000000007 1058.4682400000004 3.3780000000000006 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=6 2 3 5 -4 -2 10 8 9 22 12 -12 14 16 18 -16 17 -14 20 -20 -1 -18 -8 right_child=1 -3 4 -5 -6 -7 7 -9 -10 -11 11 -13 13 -15 15 -17 21 -19 19 -21 -22 -23 -24 leaf_value=-0.0011954389594938861 0.82086668805378238 -8.3451955792231427 -6.5469697025844029 7.0808886833190927 0.68510996412347869 -2.7644645462036137 0.012556675726717169 6.8909917740594784 -2.4615435216426849 2.2736668548583983 0.14701949645365989 -3.0192809286984534 -0.1296748304307461 -3.1018214371329864 0.18526426519666397 4.1288268675804138 -0.6102407506306966 1.7147615012255581 0.80884009395510803 -0.10019154825204588 1.4738738092156345 -2.3420427315575738 -0.93434332881655013 leaf_weight=361694 41 39 28 20 27 20 33 21 20 20 28 22 375 38 28 20 30 22 453 787 43 21 28 leaf_count=361694 41 39 28 20 27 20 33 21 20 20 28 22 375 38 28 20 30 22 453 787 43 21 28 internal_value=0 -2.11598 -0.329656 1.48128 -2.99668 -0.354652 -0.000357362 0.944312 -0.292126 0.243532 -0.000674364 -1.24615 -0.000503052 -0.403833 3.69058e-05 1.82842 -0.174985 -0.0274643 -0.000204879 0.237613 -0.0010201 -1.32334 -0.422086 internal_weight=0 175 136 81 55 61 363683 122 101 81 363561 50 363511 486 363025 48 448 397 362977 1240 361737 51 61 internal_count=363858 175 136 81 55 61 363683 122 101 81 363561 50 363511 486 363025 48 448 397 362977 1240 361737 51 61 cat_boundaries=0 1 cat_threshold=563 is_linear=0 shrinkage=0.01 Tree=613 num_leaves=23 num_cat=1 split_feature=3 16 2 7 6 2 16 1 3 0 13 11 20 4 18 7 9 4 26 0 25 15 split_gain=7.67316e+06 1.90854e+07 5.61071e+06 1.76091e+07 1.31763e+07 1.20568e+06 1.06742e+06 8.79179e+06 1.15033e+06 1.07277e+06 760278 1.21056e+06 775904 2.94098e+06 1.5729e+06 1.77826e+06 744751 1.00498e+06 607158 2.41752e+06 1.77242e+06 135833 threshold=2692.2960000000003 86.379500000000021 1800.6974500000001 1489.0961200000002 512.71000000000015 22.573000000000004 1907.6205000000002 1256.4300000000001 642.60925000000009 49.857500000000009 2899.2375000000006 654.29690000000005 486.79575000000006 861.89750000000015 2044.7545000000002 51.140250000000002 981.55950000000007 558.69700000000012 2022.5000000000002 1836.963 0 397.08350000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 left_child=6 2 4 -4 5 -2 10 8 9 21 12 -12 14 16 18 -16 17 -14 19 -1 -20 -8 right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 11 -13 13 -15 15 -17 -18 -19 20 -21 -22 -23 leaf_value=0.011625547360593569 -0.61828063226515251 -8.2617436549602399 -2.5343930835108601 9.3254853064673284 -7.8398514476189245 2.2721849187215173 -0.03781327270172738 6.8220819128127328 -2.43692811588943 2.2509301681518554 0.14554930800305946 -2.9890881369330669 -0.17129567674485988 -3.0708032023279292 0.18341168335505895 4.0875386857986449 -1.5321325991604782 1.9800928345970485 -0.18098282636804475 1.2452300862846135 -0.0073304740142822967 -1.0037783110390108 leaf_weight=181704 31 39 31 21 26 27 37 21 20 20 28 22 388 38 28 20 37 23 6072 159 175042 24 leaf_count=181704 31 39 31 21 26 27 37 21 20 20 28 22 388 38 28 20 37 23 6072 159 175042 24 internal_value=0 -2.09482 -0.326359 2.25517 -1.92445 0.727281 -0.000353593 0.934869 -0.289205 0.241097 -0.000667426 -1.23369 -0.000497826 -0.399794 3.67321e-05 1.81013 -0.173235 -0.0509017 -0.000202634 0.0127041 -0.0131627 -0.417865 internal_weight=0 175 136 52 84 58 363683 122 101 81 363561 50 363511 486 363025 48 448 411 362977 181863 181114 61 internal_count=363858 175 136 52 84 58 363683 122 101 81 363561 50 363511 486 363025 48 448 411 362977 181863 181114 61 cat_boundaries=0 6 cat_threshold=1074790400 65540 0 1078018064 4194832 1026 is_linear=0 shrinkage=0.01 Tree=614 num_leaves=26 num_cat=0 split_feature=3 16 8 6 2 4 16 3 8 7 8 14 2 5 18 9 18 3 2 19 10 4 10 7 15 split_gain=7.52047e+06 1.87056e+07 6.46872e+06 8.19264e+06 6.83497e+06 1.68188e+06 1.04618e+06 6.78203e+06 754769 1.94825e+06 810886 4.28046e+06 2.47423e+06 2.53838e+06 1.19718e+06 2.19034e+06 915653 1.6275e+06 638860 858411 590671 301896 245570 207272 86959 threshold=2692.2960000000003 86.379500000000021 45.765000000000008 141.10000000000005 1800.6974500000001 362.02000000000004 1907.6205000000002 1107.1660000000004 2877.4750000000008 710.08000000000004 1926.0125000000005 573.0100000000001 204.32750000000004 763.31500000000017 2044.7545000000002 383.33200000000005 822.25125000000014 1278.9218000000003 520.5395000000002 608.3642675000001 181.99052500000002 20.826328500000006 17.879000000000001 66.666000000000011 16.270455000000002 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 -4 -2 8 18 10 21 14 12 23 -14 16 24 20 -18 19 22 -1 -10 -8 -12 -16 right_child=1 -3 4 -5 -6 -7 7 -9 9 -11 11 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.0019869439389266458 0.81271745170035015 -8.1791262307533845 -6.4314752524239678 7.0282007293701172 0.62014425030461062 -2.7244504585266109 0.029652930442243815 5.8171492900019111 -0.3407497024536133 -2.7870431249281937 0.87386942370184539 -2.8373172356605529 6.1967166156768805 1.274315418330106 -0.40556597614288331 4.113779947280884 -0.34098262155083597 -3.0706372292836508 -1.7137817131389272 1.7412391653060915 0.11022794784212675 1.2934540106058119 -1.3828827171325686 -0.4306393975303287 0.52695219516754155 leaf_weight=358284 41 39 28 20 27 20 32 23 26 34 29 25 20 22 20 20 243 24 22 25 4753 20 20 21 20 leaf_count=358284 41 39 28 20 27 20 32 23 26 34 29 25 20 22 20 20 243 24 22 25 4753 20 20 21 20 internal_value=0 -2.07387 -0.323096 1.47403 -2.96977 -0.34701 -0.000350109 0.92552 -0.000660803 -0.971873 -0.000447045 0.831924 1.829 3.61832 -0.000715061 1.41172 -0.000948327 -0.586345 -0.210919 0.21847 -0.00051779 0.369774 -0.51363 0.325976 0.0606931 internal_weight=0 175 136 81 55 61 363683 122 363561 80 363481 117 92 42 363364 60 363304 267 99 77 363037 46 52 50 40 internal_count=363858 175 136 81 55 61 363683 122 363561 80 363481 117 92 42 363364 60 363304 267 99 77 363037 46 52 50 40 is_linear=0 shrinkage=0.01 Tree=615 num_leaves=23 num_cat=1 split_feature=14 1 1 13 4 7 26 9 7 13 3 11 3 4 7 1 4 1 24 1 18 8 split_gain=8.10039e+06 2.15871e+07 7.24553e+06 2.67792e+07 6.97724e+06 8.96165e+06 3.58492e+06 1.73634e+06 1.12002e+07 1.72158e+06 1.43017e+06 1.40874e+06 937340 1.40724e+07 2.3847e+06 1.56197e+06 717395 6.14045e+06 605335 1.44323e+06 1.01466e+06 503633 threshold=2857.2975000000001 1891.4572200000002 2779.5510000000008 320.24300000000005 14.450258500000002 274.78110000000004 2022.5000000000002 2724.2674800000009 1489.0961200000002 26.251840000000005 1854.9329420000001 912.26085000000012 2692.2960000000003 1876.5445000000002 710.08000000000004 629.11000000000013 2632.2792750000003 733.23400000000015 0 110.163324 1050.0050000000003 217.11700000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 11 7 4 6 -6 -4 12 9 -9 -7 -2 16 14 15 -14 18 21 19 -1 -20 -18 right_child=1 -3 3 -5 5 10 -8 8 -10 -11 -12 -13 13 -15 -16 -17 17 -19 20 -21 -22 -23 leaf_value=-0.029241714983169909 1.4859244798844862 -11.615526877099818 5.019628798260408 11.207680708214088 -5.3032949075433944 -0.3492853019351051 -0.16100495852868665 0.86491662270682201 7.5838616306131543 -2.3711724712002664 3.34133421761649 -1.670421860034649 -1.0006062486436631 -7.9196497295213781 3.5110784244537356 2.2708408827781676 -1.4180730443415432 4.5439410075449169 0.0042251285721267738 -0.39015699520396691 -0.68297351880648804 0.39426342342210852 leaf_weight=28982 31 22 34 27 36 21 22 35 22 31 21 26 54 23 24 20 46 31 331436 1152 215 23 leaf_count=28982 31 22 34 27 36 21 22 35 22 31 21 26 54 23 24 20 46 31 331436 1152 215 23 internal_value=0 -3.20138 0.00110428 2.12203 0.291341 -1.64212 2.98438 0.000161239 1.40467 -0.655065 1.49602 0.0461876 -0.000180182 -0.880182 0.771938 -0.116431 0.000114056 0.846989 -0.000120027 -0.043025 0.00377952 -0.813961 internal_weight=0 79 362255 161 134 78 56 362094 88 66 42 57 362006 121 98 74 361885 100 361785 30134 331651 69 internal_count=362334 79 362255 161 134 78 56 362094 88 66 42 57 362006 121 98 74 361885 100 361785 30134 331651 69 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.01 Tree=616 num_leaves=25 num_cat=0 split_feature=16 10 0 12 13 4 26 7 26 5 3 6 6 3 5 4 0 10 0 6 4 5 19 0 split_gain=7.42639e+06 2.45408e+07 7.35348e+06 1.64249e+07 3.8961e+07 1.48234e+07 8.57646e+06 1.79336e+07 6.8188e+06 1.86618e+06 1.8794e+07 2.76034e+06 2.63162e+06 1.91879e+06 4.67481e+06 2.74489e+06 3.56075e+06 701483 3.67445e+06 1.34192e+06 692952 4.79232e+06 692086 61844.8 threshold=2836.7725000000005 983.00100000000009 2773.7250000000004 83.704444500000022 889.25750000000005 26.188250000000007 2022.5000000000002 815.13625000000013 2022.5000000000002 2763.7525000000005 1854.9329420000001 738.75250000000005 31.032000000000004 2692.2960000000003 118.90150000000001 1876.5445000000002 286.09000000000009 2855.9890500000006 172.16250000000002 9.6847500000000029 2632.2792750000003 483.99125000000009 1016.455 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 left_child=2 -2 9 5 -5 8 7 -7 -4 13 11 12 -11 17 23 16 -16 20 19 -19 22 -22 -1 -15 right_child=1 -3 3 4 -6 6 -8 -9 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 -21 21 -23 -24 -25 leaf_value=-0.00014005878060354034 2.8385822835050782 -10.286547741208759 5.4297606567236096 17.658896407127383 -0.90598834698016828 -5.5627283945391257 -8.5262142786979673 6.582974529266358 -0.84233941444983862 -0.71502234941058684 10.08913809108734 -2.9614671867247671 3.6445852108001708 1.125410343618954 -4.2611895561218258 -6.0585367357163209 1.4519678049087525 1.1750607252120973 4.4651245444161551 -2.4442842410859607 -0.90009159038987085 3.8436005202461692 -0.59003252258552386 0.44496277549050073 leaf_weight=361492 29 28 52 20 26 31 20 20 26 45 20 32 20 34 24 21 20 20 21 21 57 34 199 22 leaf_count=361492 29 28 52 20 26 31 20 20 26 45 20 32 20 34 24 21 20 20 21 21 57 34 199 22 internal_value=0 -3.60885 0.000969852 1.94236 7.1657 0.329781 -2.97619 -0.799708 3.33906 -7.56855e-05 1.26266 -0.557229 0.626395 -0.000483848 -1.25955 -3.08398 -1.6643 -6.28186e-05 1.06353 -0.67875 -0.000245091 0.872277 -0.000464614 0.858092 internal_weight=0 57 362277 195 46 149 71 51 78 362082 117 97 65 361965 121 65 44 361844 62 41 361782 91 361691 56 internal_count=362334 57 362277 195 46 149 71 51 78 362082 117 97 65 361965 121 65 44 361844 62 41 361782 91 361691 56 is_linear=0 shrinkage=0.01 Tree=617 num_leaves=25 num_cat=1 split_feature=14 16 0 12 9 4 2 5 5 9 2 3 15 3 4 0 5 2 0 24 11 19 6 10 split_gain=7.82867e+06 2.06618e+07 6.66335e+06 1.59127e+07 2.02159e+07 4.01114e+06 8.38582e+06 6.23815e+06 3.47851e+06 2.70746e+07 8.78064e+06 3.44095e+06 2.50586e+06 1.8508e+06 4.85598e+06 2.77251e+06 4.43361e+06 882436 3.52946e+06 7.10198e+06 1.15818e+06 727344 1.41977e+06 569293 threshold=2857.2975000000001 1907.6205000000002 2773.7250000000004 85.539750000000012 149.28375000000003 26.188250000000007 26.254000000000001 763.31500000000017 2763.7525000000005 1889.5600000000002 621.21800000000007 177.66805000000002 521.50900000000013 2692.2960000000003 1876.5445000000002 531.67662500000017 102.38725000000001 957.78375000000017 474.32500000000005 0 1156.9900000000002 1016.455 260.83510000000007 893.42000000000007 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=2 12 8 4 5 6 -4 -7 13 10 11 -10 -2 17 15 16 -15 21 20 -20 -19 23 -23 -1 right_child=1 -3 3 -5 -6 7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 19 -21 -22 22 -24 -25 leaf_value=-0.0010174483391752389 -1.5433721446990967 -10.4488911316945 1.4281850994550265 7.5688029391949003 -7.2643587493896487 -4.3594578940868374 8.7932355698672211 2.9528511033739364 0.056397402087847395 12.319985900402068 -4.553926933512968 4.9383477522026409 2.8249175039927166 0.73254069286844004 -5.372195408862571 2.7708083156917405 -4.2601153222445785 -0.04640174032431351 2.7557901591742597 -0.19785875005820364 -2.1648611082854097 -0.10750348872021417 -2.153733174904533 0.31892803166563249 leaf_weight=360161 29 26 52 39 28 20 22 28 42 20 34 22 24 46 23 23 29 584 139 184 27 129 46 557 leaf_count=360161 29 26 52 39 28 20 22 28 42 20 34 22 24 46 23 23 29 584 139 184 27 129 46 557 internal_value=0 -3.14723 0.00108439 1.87825 0.398703 2.15744 3.61779 -0.0939443 0.000104502 1.71677 -0.447155 1.73457 0.434721 -0.000455154 -1.23701 -0.266509 -1.19795 -4.16323e-05 0.306936 1.15241 -0.140016 -0.000836098 -0.64537 -0.000523407 internal_weight=0 79 362255 189 150 122 74 48 362066 118 98 64 53 361948 121 98 75 361827 934 323 611 360893 175 360718 internal_count=362334 79 362255 189 150 122 74 48 362066 118 98 64 53 361948 121 98 75 361827 934 323 611 360893 175 360718 cat_boundaries=0 1 cat_threshold=2160 is_linear=0 shrinkage=0.01 Tree=618 num_leaves=23 num_cat=1 split_feature=14 1 1 0 4 4 9 10 0 13 3 4 7 5 4 1 26 24 0 1 9 2 split_gain=7.67288e+06 2.08813e+07 6.98749e+06 4.02932e+07 6.55563e+06 8.77651e+06 1.69164e+06 1.26209e+07 1.80613e+06 1.16099e+06 897615 1.35804e+07 2.31488e+06 3.30068e+06 682335 5.95077e+06 623215 592908 1.52986e+06 1.00494e+06 524071 445272 threshold=2857.2975000000001 1891.4572200000002 2779.5510000000008 2773.7250000000004 2632.2792750000003 625.2833710000001 2724.2674800000009 13.862250000000001 885.78750000000014 889.25750000000005 2692.2960000000003 1876.5445000000002 710.08000000000004 118.90150000000001 2632.2792750000003 733.23400000000015 2022.5000000000002 0 227.58775000000003 132.46500000000003 28.864000000000004 215.24100000000001 decision_type=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 6 4 5 16 10 -8 -9 -2 14 12 13 -12 17 21 -4 18 -1 -19 -18 -16 right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 11 -13 -14 -15 15 -17 20 19 -20 -21 -22 -23 leaf_value=-0.032389583362955096 1.5826526644274039 -11.39120319366455 -2.529703901717157 11.084326031333521 -5.9358499917984009 4.9835060330094967 6.521697180963332 -2.8704604040173924 0.75788665315379267 -1.2756592934926352 1.3046620122124168 -7.7766587858614722 3.4603846645355225 -3.2585248549088188 -0.27772844056598844 4.4654261849003456 -1.7868103477784567 0.0007937185368597909 -0.53955495182823709 0.10691746310612242 0.47503155755996701 -2.0235786928449357 leaf_weight=29527 27 22 33 38 20 29 31 34 23 30 51 23 24 23 48 31 21 322474 607 9177 20 21 leaf_count=29527 27 22 33 38 20 29 31 34 23 30 51 23 24 23 48 31 21 322474 607 9177 20 21 internal_value=0 -3.11575 0.00107425 2.08389 -0.696731 0.320573 0.000148156 1.38646 -1.40639 0.0782779 -0.000188842 -0.861341 0.761642 -0.113626 9.90927e-05 0.826021 -1.50679 -0.000129198 -0.0425915 0.00373012 -0.683473 -0.809074 internal_weight=0 79 362255 161 123 103 362094 88 57 57 362006 121 98 74 361885 100 74 361785 30134 331651 41 69 internal_count=362334 79 362255 161 123 103 362094 88 57 57 362006 121 98 74 361885 100 74 361785 30134 331651 41 69 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.01 Tree=619 num_leaves=24 num_cat=0 split_feature=14 1 1 12 4 26 4 7 13 7 18 1 6 12 18 7 4 10 4 7 3 1 3 split_gain=7.52019e+06 2.04658e+07 6.84844e+06 2.66399e+07 3.65379e+07 1.6104e+07 5.39005e+06 1.66297e+07 1.13789e+06 1.11377e+06 1.76193e+07 3.40767e+06 2.78343e+06 888434 1.80087e+06 795639 1.36414e+06 737780 5.83628e+06 708795 1.28043e+06 702883 27802.3 threshold=2857.2975000000001 1891.4572200000002 2779.5510000000008 33.101600000000012 1517.5820000000001 2022.5000000000002 26.188250000000007 308.54480000000007 889.25750000000005 2690.3565000000003 184.87425400000004 959.97700000000009 685.98275000000012 1922.9850000000004 912.34500000000014 654.14525000000003 726.06900000000007 2855.9890500000006 333.59075000000007 1113.0755000000001 870.71080000000018 212.13000000000002 0.74700000000000011 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 8 9 5 -5 6 -4 -8 -2 13 11 12 22 17 15 16 -15 19 -19 21 -21 -1 -11 right_child=1 -3 3 4 -6 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 leaf_value=-0.0013858641503522956 1.5668261881448604 -11.277291242426093 4.9206272353494871 0.80969361570146348 18.642678924560546 -6.31407810512711 -5.8407908411502847 6.2301508076985685 -1.2629026776154837 -0.98942482570807144 9.4836838541030897 -4.1318935052553813 3.1656182306463068 -0.10271919374465943 -3.5723759164214135 1.255701791381836 -2.9345889351584695 -1.9261616022833463 4.5985838669997001 -0.091433153398791142 -1.2608960429827374 0.10324314642169742 -1.5103888242244723 leaf_weight=354736 27 22 34 27 20 34 25 21 30 21 20 24 22 75 20 25 22 29 26 392 123 6539 20 leaf_count=354736 27 22 34 27 20 34 25 21 30 21 20 24 22 75 20 25 22 29 26 392 123 6539 20 internal_value=0 -3.0846 0.00106351 2.06305 8.3982 -0.548806 1.90143 -0.330144 0.0774952 0.000146674 1.02024 -0.925374 0.296157 -0.000154857 -0.790985 -0.335019 -0.744999 0.000155491 1.15826 -2.05671e-05 -0.370742 0.000507898 -1.24355 internal_weight=0 79 362255 161 47 114 80 46 57 362094 107 87 63 361987 142 122 97 361845 55 361790 515 361275 41 internal_count=362334 79 362255 161 47 114 80 46 57 362094 107 87 63 361987 142 122 97 361845 55 361790 515 361275 41 is_linear=0 shrinkage=0.01 Tree=620 num_leaves=33 num_cat=2 split_feature=0 25 0 2 4 0 0 4 5 14 5 6 10 10 6 0 11 10 4 15 5 6 25 10 10 2 2 5 7 11 2 2 split_gain=1.99308e+06 4.8036e+07 1.19867e+08 4.81808e+07 6.98135e+07 1.51707e+07 6.1651e+06 5.79622e+06 1.9486e+07 4.39541e+06 2.20767e+06 2.37284e+06 4.60095e+06 3.88194e+06 2.32763e+06 3.3368e+06 2.58973e+06 1.83183e+06 6.61459e+06 1.1985e+06 2.04224e+06 1.21243e+06 759434 3.46618e+06 3.08345e+07 3.57428e+06 795315 1.77855e+06 705865 625810 586780 575595 threshold=988.99750000000006 0 2773.7250000000004 2593.0505000000003 2632.2792750000003 1836.963 1266.1895000000002 2632.2792750000003 575.25150000000008 1867.1242800000002 1287.5327000000002 1118.3050000000001 294.59875000000005 15.5815 987.12000000000012 2773.7250000000004 760.25000000000011 2855.9890500000006 53.21200000000001 1069.0300000000002 1530.4632000000001 1118.3050000000001 1 241.39650000000003 256.68000000000006 2593.0505000000003 1800.6974500000001 1121.68056 230.84208550000002 6.5250000000000004 109.30549100000003 322.86800000000011 decision_type=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 2 2 2 2 2 2 2 left_child=7 2 6 9 5 -5 -2 17 30 10 14 13 -13 -12 15 -3 -16 19 -19 22 21 29 23 25 -25 -1 28 -28 -24 -21 -9 -8 right_child=1 3 -4 4 -6 -7 31 8 -10 -11 11 12 -14 -15 16 -17 -18 18 -20 20 -22 -23 26 24 -26 -27 27 -29 -30 -31 -32 -33 leaf_value=0.035488606363442872 2.0305369144015843 -0.35776255904425802 20.763194992477828 2.1317150100072224 -23.73757054762407 -8.3046554007897004 -5.3534123077392577 -0.052211995534598828 9.1191808999379482 3.5813858222961428 5.7799023685455326 -3.917157619310462 2.4795218970558861 0.053146295876338567 -0.83608925978342696 -2.4569183554929843 -4.6465984599821031 -1.1723216175263926 5.9055622681327486 0.32643917944805678 -3.4876461583635079 -2.6472452625361353 -0.0043966037680320735 12.493554253036326 0.29041297996586024 4.2645555419921877 -0.2687028015521355 -3.289016270015551 0.13330426181635138 -0.6476201988951914 -2.1500331268310546 -2.9542557582855227 leaf_weight=26224 27 694 37 30 22 26 20 40 30 26 20 23 22 29 42 85 31 31 23 121 23 22 330700 22 352 20 128 23 3765 145 20 20 leaf_count=26224 27 694 37 30 22 26 20 40 30 26 20 23 22 29 42 85 31 31 23 121 23 22 330700 22 352 20 128 23 3765 145 20 20 internal_value=0 -0.414959 5.76236 -1.07148 -8.64354 -2.71374 -1.66162 0.00128849 2.53874 -0.474872 -0.586355 0.868023 -0.789892 2.3906 -0.746814 -0.58681 -2.45425 0.00065693 1.84233 0.000381859 -0.620132 -0.391129 0.000916083 0.0523144 1.00824 0.0387115 -0.00317401 -0.728751 -0.00284653 -0.204533 -0.751486 -4.15383 internal_weight=0 1154 104 1050 78 56 67 361689 90 972 946 94 45 49 852 779 73 361599 54 361545 311 288 361234 26618 374 26244 334616 151 334465 266 60 40 internal_count=362843 1154 104 1050 78 56 67 361689 90 972 946 94 45 49 852 779 73 361599 54 361545 311 288 361234 26618 374 26244 334616 151 334465 266 60 40 cat_boundaries=0 1 7 cat_threshold=9437184 2155888640 68 67108944 34947600 10880 277878305 is_linear=0 shrinkage=0.01 Tree=621 num_leaves=34 num_cat=4 split_feature=0 25 0 3 1 8 0 13 11 4 1 24 0 26 25 4 10 7 4 10 4 14 3 19 0 25 3 3 3 2 15 20 13 split_gain=1.95342e+06 4.70801e+07 1.17482e+08 8.37707e+07 1.09104e+08 6.70596e+06 6.04241e+06 5.93927e+06 6.18056e+06 5.68088e+06 3.10353e+07 2.60638e+06 2.56752e+06 5.40298e+06 2.11306e+06 2.806e+06 2.54471e+06 2.09519e+06 1.87544e+06 1.79538e+06 6.48296e+06 1.1782e+06 1.31381e+06 773998 968263 750873 4.13452e+06 1.39262e+06 607028 549518 342632 152914 137158 threshold=988.99750000000006 0 2773.7250000000004 2692.2960000000003 2779.5510000000008 1329.5732400000002 1266.1895000000002 972.56475000000012 826.40400000000011 2632.2792750000003 522.78869700000007 1 2773.7250000000004 2022.5000000000002 2 1517.5820000000001 186.21250000000003 141.02750000000003 1517.5820000000001 2855.9890500000006 53.21200000000001 1867.1242800000002 74.71995600000001 1374.0700000000002 166.73750000000004 3 2692.2960000000003 2692.2960000000003 43.566500000000005 12.50445 1069.0300000000002 190.49700000000004 286.23400000000004 decision_type=2 9 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=9 2 6 5 -5 11 -2 8 -7 19 29 14 17 -14 16 -16 -3 -13 -9 21 -21 23 32 25 31 26 -1 -27 -8 -11 -24 -25 -23 right_child=1 3 -4 4 -6 7 28 18 -10 10 -12 12 13 -15 15 -17 -18 -19 -20 20 -22 22 30 24 -26 27 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.044976246611424235 2.0102314800686307 -2.1022996364550646 20.555562727644638 -2.39947390238444 -30.250549982244319 1.6995997434049039 -2.8803989238739014 1.3779089908599855 8.491908574785505 -0.074667150489985942 12.837398476383903 -0.43983690157532696 -5.8834102773666386 0.4707635556096616 0.018804470867213638 3.0894898637135824 1.5667843516667685 -2.0548208103681866 -2.9008561997186568 -1.1605984097142374 5.846506556635318 -0.42871774613857272 -1.5694843132019043 -0.01299890838031258 -2.4885376698882489 -0.0032257707260671975 4.4836140296572733 -1.6558136990491081 -5.3441923599243157 -1.9012377207619804 -3.3255285053253174 -0.98145417052766548 0.58139319849014282 leaf_weight=31005 27 89 37 39 22 37 20 20 21 40 22 272 32 23 303 33 24 114 21 31 23 41 25 56 27 330256 21 51 20 28 20 23 20 leaf_count=31005 27 89 37 39 22 37 20 20 21 40 22 272 32 23 303 33 24 114 21 31 23 41 25 56 27 330256 21 51 20 28 20 23 20 internal_value=0 -0.410809 5.70474 -1.06077 -12.4441 -0.369385 -1.64501 2.09955 4.15888 0.0012756 2.51335 -0.64402 -1.17811 -3.22621 -0.0911785 0.31113 -1.21546 -0.916801 -0.813654 0.000650361 1.82391 0.00037804 -1.05375 0.000687186 -0.853697 0.000937827 0.0479651 -0.00348083 -4.1123 -0.826784 -2.34995 -0.294954 -0.0975338 internal_weight=0 1154 104 1050 61 989 67 99 58 361689 90 890 441 55 449 336 113 386 41 361599 54 361545 106 361439 106 361333 31026 330307 40 68 45 79 61 internal_count=362843 1154 104 1050 61 989 67 99 58 361689 90 890 441 55 449 336 113 386 41 361599 54 361545 106 361439 106 361333 31026 330307 40 68 45 79 61 cat_boundaries=0 1 2 8 14 cat_threshold=9437184 1896 512 0 320 1073741824 0 2147483648 2155888768 68 68157520 34947600 16788096 279975457 is_linear=0 shrinkage=0.01 Tree=622 num_leaves=37 num_cat=7 split_feature=0 25 0 1 0 0 6 17 10 25 2 24 8 5 10 1 6 0 15 6 6 2 2 2 26 11 25 2 25 7 25 25 2 11 7 5 split_gain=1.91454e+06 4.61432e+07 1.15144e+08 5.90793e+07 5.9004e+07 5.92217e+06 5.38792e+06 2.14486e+07 3.73936e+06 2.93376e+06 6.18822e+06 5.83893e+06 7.42534e+06 3.62027e+06 3.09705e+06 1.65273e+06 2.27343e+06 1.32178e+06 1.19038e+06 2.43883e+06 1.92699e+06 7.16778e+06 1.39816e+06 943325 703303 683022 6.04671e+06 3.00579e+07 1.04844e+06 884223 2.69832e+06 669935 570008 343801 217991 214447 threshold=988.99750000000006 0 2773.7250000000004 2779.5510000000008 2773.7250000000004 1266.1895000000002 2871.8940000000007 18.722500000000004 342.10875000000004 1 2593.0505000000003 2 1329.5732400000002 1530.4632000000001 108.78000000000002 1256.4300000000001 987.12000000000012 2773.7250000000004 1069.0300000000002 1118.3050000000001 1913.0125000000005 957.78375000000017 863.30000000000007 462.68000000000001 2022.5000000000002 74.737000000000009 3 27.046500000000005 4 608.55210000000022 5 6 322.86800000000011 131.43100000000001 22.195000000000004 198.22750000000005 decision_type=2 9 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 9 9 2 2 2 2 left_child=6 2 5 9 8 -2 18 35 -5 10 13 15 14 17 -13 16 -11 -3 20 22 25 24 23 33 -22 29 27 -27 -28 31 -31 -1 -7 -20 -26 -8 right_child=1 3 -4 4 -6 32 7 -9 -10 11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 34 26 28 -29 -30 30 -32 -33 -34 -35 -36 -37 leaf_value=0.082391764735496795 1.9901291444566516 -0.98371397182859233 20.350007163382866 -6.0223096372683846 -23.12568064150603 -5.2649146728515621 -0.034317115254459844 11.545698797225953 -0.167610396027565 -1.1866054250371647 -6.6027346801757814 0.84046002822608534 5.2153434069016393 2.3785889422508979 -1.3673004158433661 0.68483928228679458 -4.2907687717013889 -3.1678040236811484 0.014763638887474005 -2.9857828498514074 0.96080640580919052 6.0304997993469236 -2.710517026890408 1.5828289006551106 -0.30158377940838155 -0.16600671339638626 0.20155935109620082 13.294344553266253 -0.028166981471176307 1.0320965832343467 -0.15265015530586243 -0.0042868373936459595 -2.8774307231903076 -0.76823407578975589 -1.6902467336654663 -1.3087351797974629 leaf_weight=9145 27 261 37 24 23 20 31 20 20 187 20 271 34 31 83 38 27 31 139 38 36 25 22 30 26 79 3185 21 5252 315 470 342718 20 94 20 23 leaf_count=9145 27 261 37 24 23 20 31 20 20 187 20 271 34 31 83 38 27 31 139 38 36 25 22 30 26 79 3185 21 5252 315 470 342718 20 94 20 23 internal_value=0 -0.406701 5.64769 -1.05016 -10.1459 -1.62856 0.00126285 2.69931 -3.36108 -0.440886 -1.17074 -0.0309564 0.732664 -0.870635 0.322821 -1.18978 -1.57825 -1.21559 0.000710723 -0.606093 0.00125321 1.34304 -0.288801 -0.0862243 -0.086062 0.000855714 0.0892391 2.41879 0.0586915 -0.0012839 0.333961 -0.00203182 -4.07117 -0.301124 -0.90535 -0.577125 internal_weight=0 1154 104 1050 67 67 361689 74 44 983 343 640 388 323 354 252 214 292 361615 323 361292 107 285 263 82 361185 8537 100 8437 352648 785 351863 40 233 46 54 internal_count=362843 1154 104 1050 67 67 361689 74 44 983 343 640 388 323 354 252 214 292 361615 323 361292 107 285 263 82 361185 8537 100 8437 352648 785 351863 40 233 46 54 cat_boundaries=0 1 7 8 12 19 23 29 cat_threshold=9437184 2281701376 64 4432 1073741824 2097152 2147483648 659 8388608 0 0 262144 202720928 67143272 134743569 4194305 4195584 193 2 2147517440 64 4416 1073741824 2147483648 4 64 34619904 2688 276829216 is_linear=0 shrinkage=0.01 Tree=623 num_leaves=34 num_cat=1 split_feature=0 4 15 10 4 1 1 2 0 4 10 8 17 20 14 21 9 4 11 10 4 2 14 4 19 0 19 24 11 2 7 15 18 split_gain=1.87645e+06 8.01527e+06 1.2233e+07 2.12866e+07 5.54362e+06 3.0359e+07 4.45726e+06 7.03189e+06 7.38407e+06 6.74037e+06 6.82027e+06 3.64033e+06 6.87268e+06 3.58494e+06 5.87391e+06 2.92059e+06 2.59072e+06 3.64991e+06 2.02177e+06 1.74911e+06 6.36314e+06 1.2479e+06 1.15111e+06 1.01048e+06 756587 946922 651580 717118 578255 538753 327046 265837 238202 threshold=988.99750000000006 2632.2792750000003 1069.0300000000002 152.20455000000001 2632.2792750000003 522.78869700000007 1891.4572200000002 192.11889000000002 2773.7250000000004 536.17500000000007 484.50915000000003 1329.5732400000002 30.975500000000004 1.0000000180025095e-35 5.6430000000000007 148.57950000000002 426.97200000000004 1517.5820000000001 826.40400000000011 2855.9890500000006 53.21200000000001 1444.3300000000002 1867.1242800000002 15.915900000000001 1374.0700000000002 166.73750000000004 425.06250000000006 0 33.337449999999997 12.50445 543.29875000000015 21.468000000000004 284.39520000000005 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 1 2 2 2 2 2 left_child=4 6 3 -3 19 29 11 -8 9 -9 -11 13 18 16 -15 -16 17 -2 -13 22 -21 -18 24 31 26 32 28 -28 -1 -6 -25 -24 -26 right_child=1 2 -4 -5 5 -7 7 8 -10 10 -12 12 -14 14 15 -17 21 -19 -20 20 -22 -23 23 30 25 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=-0.0020900525644622601 -0.65778251645476726 -0.63403786781506666 3.184325689835982 -12.062285203933715 -0.076032899692654615 12.693727194179189 7.0706707175970074 -1.6737368429501851 -4.5396167668429284 8.631977346511114 0.96977686075063863 2.1645561096191406 -2.9848752231597899 6.2027954196929933 1.9726223170986543 -3.0414225378490629 -1.6457342566614566 3.1604420867333047 6.4302247276306153 -1.1565547969264369 5.7854950282884685 -4.3473577835446315 -0.71147844236444779 -1.2366663051786877 0.13815792549629602 -2.4607744566599528 0.59016580585793066 -0.22840765927788578 0.064423362773550596 -1.8846240997314454 -2.9294579063415531 0.65757031917572017 -0.99327293404440087 leaf_weight=347243 675 39 22 28 40 22 20 30 22 21 26 25 20 20 26 21 92 26 20 31 23 21 37 21 49 27 360 148 13582 28 25 23 30 leaf_count=347243 675 39 22 28 40 22 20 30 22 21 26 25 20 20 26 21 92 26 20 31 23 21 37 21 49 27 360 148 13582 28 25 23 30 internal_value=0 -0.402634 -3.28558 -5.41002 0.00125053 2.48279 -0.161712 1.66231 0.569718 2.02953 4.39331 -0.391161 1.89263 -0.559659 1.66379 -0.267696 -0.74267 -0.516165 4.06041 0.000632888 1.80024 -2.14781 0.0003641 -1.04158 0.000669672 -0.844051 0.000917478 0.358805 0.000413613 -0.820747 -2.15666 -0.186676 -0.291499 internal_weight=0 1154 89 67 361689 90 1065 119 99 77 47 946 65 881 67 47 814 701 45 361599 54 113 361545 106 361439 106 361333 508 360825 68 46 60 79 internal_count=362843 1154 89 67 361689 90 1065 119 99 77 47 946 65 881 67 47 814 701 45 361599 54 113 361545 106 361439 106 361333 508 360825 68 46 60 79 cat_boundaries=0 1 cat_threshold=1792 is_linear=0 shrinkage=0.01 Tree=624 num_leaves=35 num_cat=4 split_feature=0 25 0 3 1 0 4 1 24 3 14 4 10 4 25 5 14 3 3 10 2 0 3 9 19 0 25 3 3 3 2 2 18 10 split_gain=1.83911e+06 4.52764e+07 1.12949e+08 8.1269e+07 1.05754e+08 5.788e+06 5.4333e+06 2.97549e+07 4.19934e+06 7.93558e+06 6.56976e+06 3.88785e+06 1.7143e+06 6.23651e+06 1.66142e+06 2.60644e+06 1.12821e+06 1.27075e+06 1.08909e+06 1.21934e+06 1.13257e+06 4.03763e+06 1.35557e+06 950823 741531 928078 725267 4.05044e+06 1.36512e+06 598358 528032 236640 233462 109057 threshold=988.99750000000006 0 2773.7250000000004 2692.2960000000003 2779.5510000000008 1266.1895000000002 2632.2792750000003 522.78869700000007 1 1278.9218000000003 709.17750000000012 1115.3337000000004 2855.9890500000006 53.21200000000001 2 75.81750000000001 1867.1242800000002 74.71995600000001 1471.8415000000002 983.00100000000009 437.0705000000001 2773.7250000000004 263.96400000000011 732.3900000000001 1374.0700000000002 166.73750000000004 3 2692.2960000000003 2692.2960000000003 43.566500000000005 12.50445 520.5395000000002 284.39520000000005 77.548000000000016 decision_type=2 9 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 2 2 2 2 2 left_child=6 2 5 8 -5 -2 12 30 9 14 11 -11 16 -14 15 -3 24 33 20 -20 21 -10 -22 -16 26 32 27 -1 -28 -7 -8 -19 -26 -18 right_child=1 3 -4 4 -6 29 7 -9 18 10 -12 -13 13 -15 23 -17 17 31 19 -21 22 -23 -24 -25 25 -27 28 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.044168446086424756 1.9699271279794197 -2.437714000134855 20.160479336300412 -2.3588484201675808 -29.778959281227802 -2.7992539672851566 -0.075272570498287672 12.566790240027688 -0.73981493516061814 -1.6853129893541337 7.3181224456200233 3.7402390340396336 -1.1449892476297194 5.7276398069962218 -0.095778644262854734 0.81292384998218437 -0.38606147489896636 -1.6573337020874024 -3.7077322533925376 -0.56593905585152759 -1.4739346661466235 -4.0859761452958701 0.63374473264847686 1.4192259566637935 0.13677635073433725 -2.436166675708912 -0.0031817289716958696 4.437444868541899 -1.639372501934276 -5.2453893947601316 -1.8657778344835556 -3.1167032291889187 -0.9833402268489202 0.51464858603477481 leaf_weight=31005 27 74 37 39 22 20 40 22 255 25 26 28 31 23 268 37 41 25 30 21 47 42 87 49 49 27 330256 21 51 20 28 20 30 20 leaf_count=31005 27 74 37 39 22 20 40 22 255 25 26 28 31 23 268 37 41 25 30 21 47 42 87 49 49 27 330256 21 51 20 28 20 30 20 internal_value=0 -0.398608 5.59853 -1.03606 -12.2481 -1.60753 0.00123812 2.45796 -0.354999 0.283222 3.20082 1.18102 0.000626659 1.78224 -0.24869 -1.24225 0.000360559 -1.03116 -1.01122 -2.41405 -0.868684 -1.21301 -0.105516 0.134169 0.000663075 -0.83561 0.000908403 0.0471269 -0.00343426 -4.02232 -0.812539 -2.30594 -0.288584 -0.0907467 internal_weight=0 1154 104 1050 61 67 361689 90 989 507 79 53 361599 54 428 111 361545 106 482 51 431 297 134 317 361439 106 361333 31026 330307 40 68 45 79 61 internal_count=362843 1154 104 1050 61 67 361689 90 989 507 79 53 361599 54 428 111 361545 106 482 51 431 297 134 317 361439 106 361333 31026 330307 40 68 45 79 61 cat_boundaries=0 1 2 8 14 cat_threshold=9437184 3432 0 0 4416 1073741824 0 2147484672 2155888768 68 68157520 34947600 16788096 279975457 is_linear=0 shrinkage=0.01 Tree=625 num_leaves=35 num_cat=3 split_feature=0 1 5 6 5 1 1 7 14 0 25 3 24 5 9 3 15 18 6 24 4 5 15 3 6 1 19 6 14 3 4 26 5 5 split_gain=8.13481e+06 1.6127e+07 5.03262e+07 4.74859e+06 1.38643e+07 4.35214e+06 6.16341e+06 2.1168e+06 1.88934e+06 1.37423e+06 5.30928e+06 1.00272e+07 8.7352e+06 1.08295e+07 4.97246e+06 2.29793e+06 2.46607e+06 2.30068e+06 2.01798e+06 1.58162e+06 1.22486e+06 1.13889e+06 896575 3.44573e+06 1.76867e+06 9.23829e+06 1.66892e+06 1.1605e+06 694873 1.54201e+06 770375 512044 507166 505685 threshold=2773.7250000000004 2779.5510000000008 710.99890000000016 2871.8940000000007 1530.4632000000001 367.53225000000003 48.966000000000001 164.82050000000001 643.44200000000012 1114.9175000000002 0 1278.9218000000003 1 184.35900000000001 35.724500000000013 689.90820000000008 663.47250000000008 36.140175000000006 603.25250000000017 2 1115.3337000000004 250.29150000000001 952.35500000000013 1854.9329420000001 1913.0125000000005 860.12500000000011 1374.0700000000002 685.98275000000012 1867.1242800000002 191.28750000000002 2632.2792750000003 2022.5000000000002 54.992700000000006 75.81750000000001 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 5 -3 9 7 6 31 32 21 22 11 12 13 -11 -13 17 20 19 -14 -12 -17 -7 24 26 28 33 27 -24 30 -30 -1 -2 -5 -26 right_child=1 2 -4 4 -6 8 -8 -9 -10 10 15 14 18 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31 -32 -33 -34 -35 leaf_value=-0.00078010828635519342 1.206234799661944 19.250347873687744 -0.97094022750854492 -0.44338938674101463 -8.8049766286214197 -4.2189652408253062 6.7445305113792413 2.0329564535206761 1.1203501148223878 5.5269326606163611 0.77527999934249037 1.8321939225630328 -1.4212395530338435 -1.3725079013279506 8.0913438415527352 -3.3686361878102318 0.94278185653686519 3.0427615470886229 1.1496100395917892 -0.64458696606089771 -0.89610558596524326 -1.1785297434670585 -0.14822671609297117 -4.4229226650510514 0.4891356947547511 6.8906315206444777 2.2366036945343017 -1.6191114689698862 -0.10561924327896643 -3.3403780174255373 1.0483859550271715 -0.659370939391 -2.5063830157843503 -1.1317838268402296 leaf_weight=361531 31 20 32 26 24 22 20 29 20 65 117 22 129 35 30 51 30 25 40 196 33 28 269 21 38 23 25 67 56 20 70 28 22 39 leaf_count=361531 31 20 32 26 24 22 20 29 20 65 117 22 129 35 30 51 30 25 40 196 33 28 269 21 38 23 25 67 56 20 70 28 22 39 internal_value=0 2.01169 6.80648 -0.000625911 -2.16864 0.338339 1.94711 -0.100166 -1.47727 -2.25773e-05 0.421167 1.38038 0.64631 2.82921 5.44324 -0.284294 -1.51832 0.123505 -0.767349 -0.109662 -2.39728 -2.51632 -0.000921574 -0.48513 -0.000410298 1.32932 -0.256062 -0.441528 -0.000777955 -0.956872 -0.000577007 0.320863 -1.38893 -0.33185 internal_weight=0 201 52 363033 101 149 79 77 70 362932 773 321 269 100 52 452 114 338 169 313 84 50 362159 382 361777 100 361 336 361677 76 361601 59 48 77 internal_count=363234 201 52 363033 101 149 79 77 70 362932 773 321 269 100 52 452 114 338 169 313 84 50 362159 382 361777 100 361 336 361677 76 361601 59 48 77 cat_boundaries=0 3 4 5 cat_threshold=1081856 134479872 4096 2062 39 is_linear=0 shrinkage=0.01 Tree=626 num_leaves=24 num_cat=0 split_feature=0 12 3 5 4 26 5 8 6 12 2 8 14 18 0 10 9 14 3 2 4 4 14 split_gain=7.97292e+06 1.84474e+07 4.57797e+07 3.32447e+07 8.53803e+06 1.06117e+07 8.73647e+06 4.94175e+06 1.0181e+07 1.40712e+06 2.32815e+06 1.69987e+06 6.47776e+06 2.14817e+06 2.35734e+06 1.8057e+06 3.54247e+06 971779 3.3497e+06 977532 777440 131019 123623 threshold=2773.7250000000004 83.704444500000022 1854.9329420000001 2763.7525000000005 26.188250000000007 2022.5000000000002 150.60000000000005 2877.4750000000008 1520.8892800000003 2813.3566500000006 1092.7150000000004 998.8850000000001 1541.2800000000002 1050.0050000000003 166.73750000000004 2855.9890500000006 142.13530000000003 1541.2800000000002 974.18930000000012 2593.0505000000003 726.06900000000007 20.826328500000006 137.56800000000001 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 20 11 22 15 13 14 -13 17 -17 19 -19 -1 21 -9 -11 right_child=1 2 -4 -5 6 -7 -8 8 -10 10 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.00085422400614991651 7.1745666906108028 -1.6952212556203208 16.253406260455098 -11.542920648484003 -5.8114820606058304 -0.81813206672668459 2.5453724788797314 0.16795828114385192 -7.2197101500938672 0.35020551329073696 -4.2118987753277732 -0.1611951334354205 4.5778506974916198 -2.1020299593607583 1.1435199547196968 -0.69637285969474094 5.118647819519043 -0.22391990961997135 -4.6133487706184386 0.95066658340842913 -1.5950622531642085 1.2746396048963069 -0.72478759658336644 leaf_weight=361937 46 30 27 21 22 26 29 23 29 23 21 312 37 36 249 22 20 133 20 108 23 20 20 leaf_count=361937 46 30 27 21 22 26 29 23 29 23 21 312 37 36 249 22 20 133 20 108 23 20 20 internal_value=0 1.99157 6.80676 0.085559 2.07091 4.28831 -1.05955 -0.000619616 -2.28108 -2.27002e-05 -1.48267 0.000238794 0.517588 0.265947 0.417903 -0.000666682 2.07268 -0.000907105 -0.797701 -0.00057038 -0.11107 0.682694 -0.149791 internal_weight=0 201 57 144 123 72 51 363033 95 362938 64 362874 634 597 561 362240 42 362198 153 362045 66 43 43 internal_count=363234 201 57 144 123 72 51 363033 95 362938 64 362874 634 597 561 362240 42 362198 153 362045 66 43 43 is_linear=0 shrinkage=0.01 Tree=627 num_leaves=25 num_cat=1 split_feature=0 12 3 5 4 1 5 8 6 12 1 8 14 24 10 10 9 5 14 3 4 26 4 26 split_gain=7.81426e+06 1.80803e+07 4.48687e+07 3.25831e+07 8.36812e+06 2.67741e+07 8.56262e+06 4.84341e+06 9.97842e+06 1.37912e+06 2.1514e+06 1.66605e+06 6.34885e+06 2.4264e+06 4.43325e+06 1.76977e+06 3.47197e+06 1.56457e+06 952440 3.28304e+06 761969 660224 128412 65432 threshold=2773.7250000000004 83.704444500000022 1854.9329420000001 2763.7525000000005 26.188250000000007 355.00374000000005 150.60000000000005 2877.4750000000008 1520.8892800000003 2813.3566500000006 270.00500000000005 998.8850000000001 1541.2800000000002 0 119.33100000000002 2855.9890500000006 142.13530000000003 1530.4632000000001 1541.2800000000002 974.18930000000012 726.06900000000007 2022.5000000000002 20.826328500000006 2022.5000000000002 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 left_child=7 3 -3 4 5 23 -6 9 20 11 -11 15 13 14 -13 18 -17 -15 21 -20 22 -1 -9 -2 right_child=1 2 -4 -5 6 -7 -8 8 -10 10 -12 12 -14 17 -16 16 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=0.012905451365991876 0.53432275418882014 -1.6782689952850343 16.090871781243219 -11.427491389683315 -5.7533674010363498 13.438589891086924 2.5199188114034716 0.1662786749134893 -7.1475130857270335 0.048737636741838959 -3.684385398546091 -0.55771203221501531 4.5320719301378407 0.054704244679244111 2.6778571623985217 -0.68940914374860851 5.0674613056182869 -1.8985341137680025 -0.22168071440063922 -4.5672153520584109 -1.5791116567279984 -0.014102763963488399 1.2618931787908079 -0.1915062614109205 leaf_weight=181478 27 30 27 21 22 22 29 23 29 38 26 74 37 378 99 22 20 46 133 20 23 180567 20 23 leaf_count=181478 27 30 27 21 22 22 29 23 29 38 26 74 37 378 99 22 20 46 133 20 23 180567 20 23 internal_value=0 1.97166 6.73869 0.0847034 2.0502 4.24543 -1.04895 -0.00061342 -2.25826 -2.24733e-05 -1.46784 0.000236406 0.512412 0.263288 1.22315 -0.000660015 2.05196 -0.153581 -0.000898034 -0.789724 -0.109959 -0.000564676 0.675867 0.200441 internal_weight=0 201 57 144 123 72 51 363033 95 362938 64 362874 634 597 173 362240 42 424 362198 153 66 362045 43 50 internal_count=363234 201 57 144 123 72 51 363033 95 362938 64 362874 634 597 173 362240 42 424 362198 153 66 362045 43 50 cat_boundaries=0 1 cat_threshold=2081 is_linear=0 shrinkage=0.01 Tree=628 num_leaves=25 num_cat=0 split_feature=0 12 3 3 1 8 8 6 12 2 8 14 18 0 10 14 3 2 7 6 7 14 26 1 split_gain=7.65876e+06 1.77205e+07 4.39758e+07 2.08213e+07 2.64108e+07 8.81633e+06 4.74702e+06 9.77985e+06 1.35168e+06 2.25646e+06 1.63289e+06 6.22251e+06 2.10371e+06 2.29887e+06 1.73455e+06 933487 3.21771e+06 958049 787155 609248 126512 119726 87875 1092.67 threshold=2773.7250000000004 83.704444500000022 1854.9329420000001 353.54500000000002 355.00374000000005 903.726 2877.4750000000008 1520.8892800000003 2813.3566500000006 1092.7150000000004 998.8850000000001 1541.2800000000002 1050.0050000000003 166.73750000000004 2855.9890500000006 1541.2800000000002 974.18930000000012 2593.0505000000003 1113.0755000000001 34.441200000000002 141.02750000000003 137.56800000000001 2022.5000000000002 1891.4572200000002 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 22 23 8 18 10 21 14 12 13 -12 15 17 -17 -1 20 -16 -8 -10 -2 -5 right_child=1 2 -4 5 -6 -7 7 -9 9 -11 11 -13 -14 -15 19 16 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.00084003068150335621 0.31175749540328979 -1.6614862747192383 15.929963271529587 -1.6335009708404542 12.76264046495611 -9.7537730464935315 0.15128745152400089 -7.076038023850014 0.35108534647070838 -4.1400467384145374 -0.16084134777386982 4.4867513419486382 -2.0826891369289822 1.1275915308841262 0.88308308543129399 -0.21946390929078696 -4.5215431871414182 0.94115091164906817 -1.7650947562456132 3.2946288576126097 1.2091849073767662 -0.70682776355743415 -0.45534651551927841 -1.7356282667680218 leaf_weight=361937 32 30 27 20 22 20 26 29 23 21 312 37 36 249 22 133 20 108 20 20 20 20 28 22 leaf_count=361937 32 30 27 20 22 20 26 29 23 21 312 37 36 249 22 133 20 108 20 20 20 20 28 22 internal_value=0 1.95194 6.67131 0.0838564 3.3903 -4.28918 -0.000607285 -2.23568 -2.22485e-05 -1.45317 0.000234042 0.507288 0.260655 0.41103 -0.000653415 -0.000889054 -0.781827 -0.00055903 -0.108859 2.03144 0.611243 -0.140967 -0.0462244 -1.687 internal_weight=0 201 57 144 82 62 363033 95 362938 64 362874 634 597 561 362240 362198 153 362045 66 42 46 43 60 42 internal_count=363234 201 57 144 82 62 363033 95 362938 64 362874 634 597 561 362240 362198 153 362045 66 42 46 43 60 42 is_linear=0 shrinkage=0.01 Tree=629 num_leaves=26 num_cat=1 split_feature=0 12 3 5 4 1 5 8 6 12 2 8 14 24 2 10 9 5 14 3 2 4 4 14 26 split_gain=7.50635e+06 1.73679e+07 4.31006e+07 3.16256e+07 8.06795e+06 2.58583e+07 8.42488e+06 4.65256e+06 9.58523e+06 1.32478e+06 2.21156e+06 1.6004e+06 6.09868e+06 2.37358e+06 4.86966e+06 1.70003e+06 3.39059e+06 1.53796e+06 914910 3.15368e+06 938984 737704 125328 117344 62714.4 threshold=2773.7250000000004 83.704444500000022 1854.9329420000001 2763.7525000000005 26.188250000000007 355.00374000000005 150.60000000000005 2877.4750000000008 1520.8892800000003 2813.3566500000006 1092.7150000000004 998.8850000000001 1541.2800000000002 0 1092.7150000000004 2855.9890500000006 142.13530000000003 1530.4632000000001 1541.2800000000002 974.18930000000012 2593.0505000000003 726.06900000000007 20.826328500000006 137.56800000000001 2022.5000000000002 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 left_child=7 3 -3 4 5 24 -6 9 21 11 23 15 13 14 -13 18 -17 -15 20 -20 -1 22 -9 -11 -2 right_child=1 2 -4 -5 6 -7 -8 8 -10 10 -12 12 -14 17 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=-0.00083163050635493214 0.52658261051884403 -1.6448714071909587 15.770663389099969 -11.258750784737725 -5.6900689760121432 13.209481778578324 2.5164077850867965 0.1620097483759341 -7.0052779138499295 0.34757449751314912 -4.0986462409155715 0.50877760593707744 4.4418839263916015 0.052299921209850012 4.9402068783442177 -0.69792280833829534 4.9910750265121457 -1.884258856514226 -0.21726926618500758 -4.4763278132677078 0.93173940409112865 -1.55334189819253 1.2443883282542227 -0.69975944113731392 -0.18401326469753099 leaf_weight=361937 27 30 27 21 22 22 29 23 29 23 21 143 37 378 30 22 20 46 133 20 108 23 20 20 23 leaf_count=361937 27 30 27 21 22 22 29 23 29 23 21 143 37 378 30 22 20 46 133 20 108 23 20 20 23 internal_value=0 1.93242 6.60459 0.0830178 2.01942 4.17492 -1.02364 -0.000601213 -2.21333 -2.20262e-05 -1.43863 0.000231701 0.502215 0.258048 1.20744 -0.000646881 2.01112 -0.154163 -0.000880163 -0.774009 -0.000553439 -0.107771 0.665442 -0.139558 0.199709 internal_weight=0 201 57 144 123 72 51 363033 95 362938 64 362874 634 597 173 362240 42 424 362198 153 362045 66 43 43 50 internal_count=363234 201 57 144 123 72 51 363033 95 362938 64 362874 634 597 173 362240 42 424 362198 153 362045 66 43 43 50 cat_boundaries=0 1 cat_threshold=2081 is_linear=0 shrinkage=0.01 Tree=630 num_leaves=30 num_cat=1 split_feature=18 2 0 24 4 3 3 2 4 0 7 0 1 1 11 2 20 14 2 5 3 0 11 12 5 3 10 12 1 split_gain=6.39905e+06 6.72101e+06 1.32009e+06 2.45851e+07 2.39755e+07 1.23935e+07 1.12983e+07 8.08891e+06 6.61375e+06 6.17181e+06 4.5079e+06 4.65937e+06 4.26164e+06 4.06398e+06 1.80809e+06 1.67935e+06 1.62813e+06 6.25969e+06 1.96669e+06 5.12505e+06 3.94363e+06 1.88464e+06 1.49219e+06 1.75228e+06 1.40924e+06 8.1e+06 683622 252077 118075 threshold=2924.8625000000006 37.912993500000006 1836.963 0 1876.5445000000002 2692.2960000000003 6.8730000000000002 365.68050000000005 117.58985000000001 2773.7250000000004 759.38475000000005 2773.7250000000004 2779.5510000000008 254.73937500000002 14.451500000000001 1444.3300000000002 1756.0800000000002 573.0100000000001 2593.0505000000003 1287.5327000000002 141.98700000000005 562.18200000000013 2995.7383125000001 977.87575000000004 2763.7525000000005 542.09453100000007 983.00100000000009 114.52500000000002 54.82800000000001 decision_type=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 left_child=2 -2 16 4 6 10 7 9 -8 -4 11 14 -7 -13 -5 -12 18 27 22 20 28 -22 24 -24 26 -26 -1 -18 -20 right_child=1 -3 3 5 -6 12 8 -9 -10 -11 15 13 -14 -15 -16 -17 17 -19 19 -21 21 -23 23 -25 25 -27 -28 -29 -30 leaf_value=-0.0020022171987108669 -0.49116336294582918 -8.0811994161605831 2.5996319120901603 0.13583615585609718 12.348233926946467 -4.4291613922119142 -6.611320863420314 -1.6824766387939454 0.4671067067348596 9.648923003155252 -0.78964827168372365 -2.801935045408166 -10.957282119750976 -8.111078705560594 -3.2651836520975288 2.6565536044194147 0.18150202608108523 6.2358285774588582 -1.398067736029625 -4.2650667913449114 0.17587133598327637 4.4651273563929967 -0.22921204963326453 -3.8307992709766734 -0.69977957725524909 6.4797370535677139 0.35505914299424524 -1.3247160176038741 -2.3775357060432434 leaf_weight=361884 28 20 27 54 22 20 22 20 33 23 31 46 20 21 22 26 25 20 32 39 20 21 35 22 55 22 537 20 20 leaf_count=361884 28 20 27 54 22 20 22 20 33 23 31 46 20 21 22 26 25 20 32 39 20 21 35 22 55 22 537 20 20 internal_value=0 -3.65368 -0.00222362 -0.585958 2.54836 -2.50743 1.02745 3.69237 -2.36426 5.84231 -1.59565 -2.5435 -7.69322 -4.46599 -0.84867 0.782303 -0.00160087 1.58092 -0.00188449 -1.22228 0.0537228 2.37281 -0.00144016 -1.6193 -0.00118576 1.35151 -0.00147316 -0.487928 -1.77479 internal_weight=0 48 363139 387 147 240 125 70 55 50 200 143 40 67 76 57 362752 65 362687 132 93 41 362555 57 362498 77 362421 45 52 internal_count=363187 48 363139 387 147 240 125 70 55 50 200 143 40 67 76 57 362752 65 362687 132 93 41 362555 57 362498 77 362421 45 52 cat_boundaries=0 1 cat_threshold=90 is_linear=0 shrinkage=0.01 Tree=631 num_leaves=22 num_cat=0 split_feature=6 10 3 12 18 4 3 5 0 0 0 2 5 3 6 5 0 5 14 8 13 split_gain=7.36442e+06 1.14377e+07 3.27596e+07 1.05785e+07 2.97571e+06 1.42855e+06 7.97369e+06 5.40317e+06 2.74573e+06 3.54742e+06 1.74139e+06 3.92962e+06 5.29522e+06 1.7672e+06 1.39674e+06 3.06118e+06 1.88854e+06 908586 577543 542680 452214 threshold=2871.8940000000007 1105.5920000000003 2692.2960000000003 1922.9850000000004 2924.8625000000006 1876.5445000000002 2692.2960000000003 2763.7525000000005 1501.0951200000002 885.78750000000014 2773.7250000000004 137.53500000000003 325.39000000000004 187.20800000000003 1913.0125000000005 1530.4632000000001 203.3065 325.39000000000004 2857.2975000000001 998.8850000000001 214.69980000000001 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 17 -3 5 10 7 8 9 -7 14 -12 13 -13 18 16 -16 -2 19 -1 -20 right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 11 12 -14 -15 15 -17 -18 -19 20 -21 -22 leaf_value=-0.0023869805275431944 -0.20181944058835505 -3.6984883741898971 -15.742559669494629 5.5678171866280692 -2.8767015506161586 -0.33127439216125842 5.8770152137897629 5.1556633834838861 -2.759352740725955 3.5069312626123428 0.5093262928119604 -2.957902893066406 0.9095335222327191 -7.1113617669968381 -0.92082524542222943 4.1850502763748167 1.8549923550805381 -2.5759718057844374 -0.16390452986671811 0.29637723394998389 -2.2649696593284609 leaf_weight=361822 40 22 20 28 36 172 27 20 37 28 69 20 23 21 57 25 43 27 21 609 20 leaf_count=361822 40 22 20 28 36 172 27 20 37 28 69 20 23 21 57 25 43 27 21 609 20 internal_value=0 -2.32075 -4.51121 1.49064 -0.00180441 -0.0015193 0.707435 0.164327 -0.256883 0.206074 -0.00207438 -1.14612 -2.9309 -5.08528 -0.00165475 1.05523 0.272776 -1.15857 -0.00201922 -0.00188496 -1.18881 internal_weight=0 137 87 50 363050 363014 284 257 237 200 362730 133 64 41 362597 125 100 67 362472 362431 41 internal_count=363187 137 87 50 363050 363014 284 257 237 200 362730 133 64 41 362597 125 100 67 362472 362431 41 is_linear=0 shrinkage=0.01 Tree=632 num_leaves=26 num_cat=1 split_feature=18 8 0 25 4 3 1 1 1 1 1 5 20 22 11 3 8 5 0 8 26 20 19 4 5 split_gain=6.2319e+06 6.28308e+06 1.26262e+06 2.45912e+07 4.27119e+07 4.14282e+07 1.69656e+07 5.46154e+06 4.62827e+06 5.59009e+06 2.78171e+06 9.07208e+06 1.59092e+06 6.22094e+06 1.87606e+06 2.23194e+06 1.33609e+06 3.19103e+06 1.20712e+06 985024 3.37548e+06 689973 566729 339844 73663.8 threshold=2924.8625000000006 818.62500000000011 1836.963 0 2632.2792750000003 2692.2960000000003 28.142500000000002 2779.5510000000008 22.341000000000005 402.26250000000005 1256.4300000000001 274.07025000000004 1756.0800000000002 187.44850000000002 2995.7383125000001 507.85850000000005 2877.4750000000008 763.31500000000017 2773.7250000000004 1926.0125000000005 2022.5000000000002 834.96350000000007 255.24934500000003 20.826328500000006 1.2791000000000003 decision_type=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 -2 12 4 6 7 -4 8 18 -10 -8 -12 14 22 16 24 19 23 -5 21 -21 -1 -14 -18 -16 right_child=1 -3 3 5 -6 -7 10 -9 9 -11 11 -13 13 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.0012962115954119797 -0.41487050798204211 -7.708023376464844 8.121826913016184 -0.92666779531751364 15.329034983317058 -14.507425390625002 -4.7378869496859037 -5.2539040289984813 3.433801142307038 -0.80530314362567412 4.2635463581085205 -5.1471251891908194 0.50407987747192384 6.203237735033035 -0.83309289849230228 -4.4941718506813046 -0.83501757202148441 -4.7590289479494094 -3.3582174289469817 3.5692106708358318 -0.17836395734693944 -0.66648849179251846 -1.7543625294566156 0.83093278725941977 0.014904091358184815 leaf_weight=362285 27 21 21 35 24 25 26 27 47 92 20 21 25 20 21 20 25 20 49 34 82 156 20 24 20 leaf_count=362285 27 21 21 35 24 25 26 27 47 92 20 21 25 20 21 20 25 20 49 34 82 156 20 24 20 internal_value=0 -3.60562 -0.00217611 -0.573062 3.21682 -2.15518 0.27903 -1.00616 -0.491862 0.628063 -2.17916 -0.556554 -0.00156707 1.56276 -0.00184742 -1.75541 -0.00155244 -1.39295 -2.34507 -0.00128764 0.920063 -0.00158252 -0.499672 -0.0190419 -0.419436 internal_weight=0 48 363139 387 112 275 88 250 223 139 67 41 362752 65 362687 61 362626 69 84 362557 116 362441 45 49 41 internal_count=363187 48 363139 387 112 275 88 250 223 139 67 41 362752 65 362687 61 362626 69 84 362557 116 362441 45 49 41 cat_boundaries=0 6 cat_threshold=1048576 0 0 1073741824 2113536 1024 is_linear=0 shrinkage=0.01 Tree=633 num_leaves=25 num_cat=0 split_feature=6 10 3 12 18 4 1 6 5 10 8 3 1 0 3 26 6 10 8 5 2 26 0 0 split_gain=7.19919e+06 1.12458e+07 3.20585e+07 1.03995e+07 2.87085e+06 1.40282e+06 1.84854e+07 4.71929e+06 4.91036e+06 1.64057e+07 2.94792e+06 2.41731e+06 1.90307e+06 1.0142e+07 6.90206e+06 1.60678e+06 1.55639e+06 3.37108e+06 1.69378e+06 896464 718532 627561 1.2244e+06 756836 threshold=2871.8940000000007 1105.5920000000003 2692.2960000000003 1922.9850000000004 2924.8625000000006 1876.5445000000002 2779.5510000000008 797.20500000000004 362.02000000000004 31.502750000000002 998.8850000000001 974.18930000000012 2779.5510000000008 1836.963 745.12500000000011 2022.5000000000002 1913.0125000000005 686.95125000000019 66.336250000000021 325.39000000000004 322.86800000000011 2022.5000000000002 233.46861500000003 746.42750000000012 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 2 19 -3 5 12 7 8 20 -10 11 -9 16 14 15 -14 21 18 -18 -2 -7 22 -1 -23 right_child=1 3 -4 -5 -6 6 -8 10 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 23 -24 -25 leaf_value=0.0076671850432906757 -0.19963324692845344 -3.6603124237060549 -15.577061515808104 5.5272725187029152 -2.8255530291133462 -0.083966182092184663 8.5722515325193047 -1.4455364761352538 9.1179829931259153 -1.2472852757492581 -0.14363149514565102 -6.2491127014160162 -3.3090788232363191 -6.1907155155366471 4.5631027684892933 -0.065232133865356451 1.5747655528524647 4.1036363509605671 -1.1105359473824501 -2.5578945481335675 -2.1732894992828369 -0.013868742512844564 0.20472185066096324 -0.33850683075214394 leaf_weight=178184 40 22 20 28 36 93 27 20 26 37 39 22 26 31 28 37 46 29 48 27 20 180370 3210 721 leaf_count=178184 40 22 20 28 36 93 27 20 26 37 39 22 26 31 28 37 46 29 48 27 20 180370 3210 721 internal_value=0 -2.29455 -4.46655 1.48474 -0.00176096 -0.00148092 0.701061 -0.125873 0.793428 3.03044 -2.12337 -3.9617 -0.00203098 -1.25078 0.432058 -1.40396 -0.00161084 1.12308 0.203548 -1.14998 -0.453758 -0.00199247 0.0111543 -0.0151613 internal_weight=0 137 87 50 363050 363014 284 257 176 63 81 42 362730 122 91 63 362608 123 94 67 113 362485 181394 181091 internal_count=363187 137 87 50 363050 363014 284 257 176 63 81 42 362730 122 91 63 362608 123 94 67 113 362485 181394 181091 is_linear=0 shrinkage=0.01 Tree=634 num_leaves=26 num_cat=3 split_feature=6 10 3 12 18 4 24 3 3 6 0 0 1 0 3 26 6 10 7 5 5 26 25 25 0 split_gain=7.05593e+06 1.1022e+07 3.14205e+07 1.01926e+07 2.81372e+06 1.37491e+06 2.15332e+07 3.40609e+07 9.66895e+06 3.33114e+06 3.99842e+06 2.32432e+06 1.8652e+06 9.94016e+06 6.76471e+06 1.5748e+06 1.52542e+06 3.304e+06 1.46735e+06 878624 854451 615072 1.96041e+06 1.74915e+06 281054 threshold=2871.8940000000007 1105.5920000000003 2692.2960000000003 1922.9850000000004 2924.8625000000006 1876.5445000000002 0 1278.9218000000003 1471.8415000000002 362.02000000000004 25.752200000000006 1501.0951200000002 2779.5510000000008 1836.963 745.12500000000011 2022.5000000000002 1913.0125000000005 686.95125000000019 572.8955000000002 325.39000000000004 834.63750000000016 2022.5000000000002 1 2 64.194000000000003 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 left_child=4 2 19 -3 5 12 7 9 18 10 -7 -10 16 14 15 -14 21 20 24 -2 -18 22 -1 -23 -8 right_child=1 3 -4 -5 -6 6 8 -9 11 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 23 -24 -25 -26 leaf_value=0.077338505726533335 -0.19763689562678338 -3.6237095121903855 -15.421290786743164 5.471999805995396 -2.7972974446084766 -0.26913350760936738 -0.62316691875702046 12.584985074926827 -3.5461036068201066 -1.6189649622970157 5.7849749019145964 -8.367228427886964 -3.2759880404288952 -6.1288084808472663 4.5174720655168805 -0.064579742792490361 -0.40372276092643172 4.062599916129277 1.3187092590332032 -2.5323155908231381 1.7033919347657098 -0.11318096413634353 -0.0052584750050003017 -0.0051701218904221689 -1.7925119535384639 leaf_weight=35791 40 22 20 28 36 24 61 34 20 36 20 20 26 31 28 37 67 29 38 27 27 16486 145603 164605 31 leaf_count=35791 40 22 20 28 36 24 61 34 20 36 20 20 26 31 28 37 67 29 38 27 27 16486 145603 164605 31 internal_value=0 -2.2716 -4.42188 1.46989 -0.00174335 -0.00146612 0.69405 3.86167 -1.5652 0.636969 2.48273 -5.95667 -0.00201067 -1.23827 0.427737 -1.38992 -0.00159473 1.11185 -0.334385 -1.13848 0.201512 -0.00197255 0.0110428 -0.0150097 -1.01719 internal_weight=0 137 87 50 363050 363014 284 114 170 80 44 40 362730 122 91 63 362608 123 130 67 94 362485 181394 181091 92 internal_count=363187 137 87 50 363050 363014 284 114 170 80 44 40 362730 122 91 63 362608 123 130 67 94 362485 181394 181091 92 cat_boundaries=0 1 7 13 cat_threshold=3264 8437760 1073742932 2215645953 1073808416 4229137 277349899 1083211776 4 2147483649 1073955888 4196880 525314 is_linear=0 shrinkage=0.01 Tree=635 num_leaves=27 num_cat=2 split_feature=1 7 11 14 6 3 6 17 5 3 4 10 5 6 10 8 7 4 5 26 24 10 25 26 4 2 split_gain=6.78005e+06 1.40747e+07 1.95169e+07 9.76274e+06 3.25786e+06 4.35778e+06 2.2294e+06 1.30459e+07 3.07419e+06 2.21527e+06 4.30904e+06 1.68518e+06 1.51457e+06 1.31617e+06 3.9096e+06 1.04803e+06 1.57482e+06 994770 902658 876801 660335 2.80485e+06 1.91676e+06 540778 380093 103318 threshold=2779.5510000000008 1888.9124200000003 1022.9471520000001 85.703195000000022 738.75250000000005 137.82020000000003 2871.8940000000007 86.454999999999998 992.2919965000001 2692.2960000000003 1876.5445000000002 137.37570000000002 54.992700000000006 1913.0125000000005 686.95125000000019 2877.4750000000008 1113.0755000000001 60.995750000000008 45.455100000000009 2022.5000000000002 0 2855.9890500000006 1 2022.5000000000002 165.87000000000003 55.08700000000001 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 2 2 left_child=6 3 -3 4 5 19 9 8 12 13 11 18 -8 15 17 20 24 -15 25 -2 22 -22 -1 -19 -17 -11 right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 14 -16 16 -18 23 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=0.081590696503003796 -2.6928859394529594 -3.7652499259601941 9.5548885761607778 -9.7234726411646069 0.83730732599894209 -5.9575286038716637 -0.60453938415417308 7.9134768672784173 -3.2638388503039324 -1.0335887787558817 -5.488016017732166 1.5271132625382524 3.055806794166565 0.98215516293302507 3.7582492413391937 0.58389411339393027 -3.5183024470011395 0.038255036175251007 -3.1418679742813111 0.068337743800619383 -0.011437841282008032 -3.0693865844011303 -0.00083271206016245498 -2.0433690184813278 -1.2497811433002353 -0.040504264831542972 leaf_weight=34944 23 22 22 22 24 36 26 24 27 22 21 29 20 47 37 26 21 24 20 23 180901 30 146332 26 20 20 leaf_count=34944 23 22 22 22 24 36 26 24 27 22 21 29 20 47 37 26 21 24 20 23 180901 30 146332 26 20 20 internal_value=0 -1.98421 2.89482 -3.66138 -2.40321 -3.35165 0.00167675 1.5175 -0.585281 0.00127116 -1.4049 -0.462639 0.986915 0.00170573 0.99259 0.00133922 -1.24923 -0.0623524 -1.39333 -1.31227 0.00157054 -0.0119442 0.0150594 -1.04419 -0.213356 -0.560691 internal_weight=0 172 44 128 106 82 362617 97 73 362520 112 91 46 362408 134 362274 67 97 62 46 362207 180931 181276 50 46 42 internal_count=362789 172 44 128 106 82 362617 97 73 362520 112 91 46 362408 134 362274 67 97 62 46 362207 180931 181276 50 46 42 cat_boundaries=0 1 7 cat_threshold=311 9469952 136579076 4945 3221514016 4247040 1 is_linear=0 shrinkage=0.01 Tree=636 num_leaves=26 num_cat=3 split_feature=1 7 11 0 19 7 19 13 10 5 1 25 3 1 0 25 3 10 3 5 7 24 12 8 0 split_gain=6.64513e+06 1.37946e+07 1.91285e+07 1.11201e+07 1.53159e+06 2.5857e+06 1.37697e+06 2.25092e+06 1.1697e+06 1.61176e+06 1.01181e+06 9.15538e+06 2.77315e+07 1.25693e+07 5.94644e+06 2.83773e+06 1.59988e+06 1.0919e+06 584005 550096 1.1143e+06 499946 477642 454378 398623 threshold=2779.5510000000008 1888.9124200000003 1022.9471520000001 2773.7250000000004 1711.5412500000002 654.14525000000003 1374.0700000000002 207.58814000000004 358.75150000000002 104.05000000000001 355.00374000000005 0 974.18930000000012 442.05400000000003 2773.7250000000004 1 2692.2960000000003 1.0000000180025095e-35 1278.9218000000003 1874.1882800000003 297.89014950000006 2 625.92500000000007 38.445000000000007 117.18350000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 1 2 2 2 left_child=4 3 -3 8 6 22 10 -8 9 24 16 12 13 -12 15 -13 19 -18 -16 21 -21 -1 23 -6 -2 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 11 14 -14 -15 18 -17 17 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=0.012350558627745031 -1.5079711684313688 -3.7275974152304912 9.4593387222290044 -9.1949711561203014 -0.41181882210075854 -3.6322420942014264 -0.56643393158912658 4.1211342755953471 -4.2281613197326662 0.46431793513121428 8.0152887983322145 -0.28469837700680273 13.730466386079788 -0.79572327599805948 -4.6515606834774932 0.30303793423533998 -2.4354121161566842 0.32610406739371167 -2.4454997634887694 -0.029437998097117352 -2.1200219046102986 -0.011271727920607622 -1.4912626504898072 1.5095914795398713 -3.2680290389060973 leaf_weight=179526 22 22 22 28 32 31 20 21 20 27 20 1200 20 85 21 2556 45 21 28 82 37 178832 20 20 31 leaf_count=179526 22 22 22 28 32 31 20 21 20 27 20 1200 20 85 21 2556 45 21 28 82 37 178832 20 20 31 internal_value=0 -1.96437 2.86587 -3.62477 0.00166001 -1.21758 0.00200643 1.83452 -2.06511 -1.52435 0.00179915 0.161382 2.72058 0.882565 0.0699747 0.115312 4.99562e-05 -1.55675 -3.39095 0.000336582 -0.679451 0.000562319 -0.177939 0.327185 -2.53744 internal_weight=0 172 44 128 362617 103 362514 41 100 80 362473 3930 125 105 3805 3756 358543 66 49 358477 119 358358 72 52 53 internal_count=362789 172 44 128 362617 103 362514 41 100 80 362473 3930 125 105 3805 3756 358543 66 49 358477 119 358358 72 52 53 cat_boundaries=0 6 13 14 cat_threshold=8388608 0 16 262144 0 1024 2350973444 327716 1572865 3259039777 2100224 65 2 311 is_linear=0 shrinkage=0.01 Tree=637 num_leaves=26 num_cat=1 split_feature=1 7 11 14 6 3 6 17 5 3 4 10 2 6 10 4 9 5 10 1 26 5 25 5 2 split_gain=6.51289e+06 1.35201e+07 1.87478e+07 9.54284e+06 3.17021e+06 4.23724e+06 2.18463e+06 1.27908e+07 3.01617e+06 2.15655e+06 4.24656e+06 1.62723e+06 1.49611e+06 1.2842e+06 3.81559e+06 969683 1.01998e+06 887140 882514 1.39696e+06 846477 663373 1.69658e+06 739437 97350.8 threshold=2779.5510000000008 1888.9124200000003 1022.9471520000001 85.703195000000022 738.75250000000005 137.82020000000003 2871.8940000000007 86.454999999999998 992.2919965000001 2692.2960000000003 1876.5445000000002 137.37570000000002 9.5875000000000004 1913.0125000000005 686.95125000000019 60.995750000000008 191.88525000000004 45.455100000000009 2855.9890500000006 3.3275000000000006 2022.5000000000002 1121.68056 0 543.59225000000015 55.08700000000001 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=6 3 -3 4 5 20 9 8 12 13 11 17 -8 18 15 -15 -17 24 21 -20 -2 23 -23 -1 -11 right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 leaf_value=0.0011982130988290288 -2.6257487999874609 -3.6903213977813722 9.3647454452514651 -9.581948046250778 0.85202844540278122 -5.8497793155246312 -0.60438911052850575 7.835315563008189 -3.2331127399868436 -0.99889874371615328 -5.4395771299089697 1.5044788298113594 3.0335774235725403 0.96952061186445526 3.7126536572946085 0.23492008481706894 -2.6424208398298781 -3.0987541284561155 0.61323808014392855 -2.3949363815784457 0.087307313421498181 0.61679952765808621 -0.62580598799942888 0.23921244208230316 -0.034918437957763671 leaf_weight=360315 23 22 22 22 24 36 26 24 27 22 21 29 20 47 37 28 22 20 26 38 23 137 448 1310 20 leaf_count=360315 23 22 22 22 24 36 26 24 27 22 21 29 20 47 37 28 22 20 26 38 23 137 448 1310 20 internal_value=0 -1.94473 2.83721 -3.58852 -2.3446 -3.2802 0.00164341 1.50217 -0.579954 0.00124192 -1.38616 -0.450762 0.977335 0.00167068 0.980449 -0.0617322 -1.03111 -1.36531 0.00130865 -1.17287 -1.26922 0.00151612 -0.334957 0.00206043 -0.539861 internal_weight=0 172 44 128 106 82 362617 97 73 362520 112 91 46 362408 134 97 50 62 362274 64 46 362210 585 361625 42 internal_count=362789 172 44 128 106 82 362617 97 73 362520 112 91 46 362408 134 97 50 62 362274 64 46 362210 585 361625 42 cat_boundaries=0 6 cat_threshold=512 0 4160 1073741824 2097152 2147483648 is_linear=0 shrinkage=0.01 Tree=638 num_leaves=27 num_cat=0 split_feature=1 11 15 6 0 6 17 5 3 4 10 5 6 10 8 0 0 1 4 9 5 0 11 2 0 2 split_gain=6.38328e+06 1.06333e+07 1.65341e+07 1.34876e+07 6.45922e+06 2.14116e+06 1.25363e+07 2.95615e+06 2.11364e+06 4.16206e+06 1.59485e+06 1.47646e+06 1.25865e+06 3.73966e+06 1.01768e+06 1.36763e+06 1.34077e+06 9.01019e+06 950387 999686 869486 703909 521638 489465 325583 95413.6 threshold=2779.5510000000008 1962.6297000000002 85.940000000000012 1520.8892800000003 2773.7250000000004 2871.8940000000007 86.454999999999998 992.2919965000001 2692.2960000000003 1876.5445000000002 137.37570000000002 54.992700000000006 1913.0125000000005 686.95125000000019 2877.4750000000008 448.50050000000005 2773.7250000000004 554.77325000000008 60.995750000000008 191.88525000000004 45.455100000000009 3.3935000000000004 6.8200000000000012 957.78375000000017 117.18350000000002 55.08700000000001 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 3 4 23 8 7 11 12 10 20 -7 14 18 16 22 21 -18 -14 -20 25 -1 -16 24 -2 -10 right_child=1 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26 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-0.534462 internal_weight=0 172 148 124 95 362617 97 73 362520 112 91 46 362408 134 362274 67 362207 94 97 50 62 362113 45 75 50 42 internal_count=362789 172 148 124 95 362617 97 73 362520 112 91 46 362408 134 362274 67 362207 94 97 50 62 362113 45 75 50 42 is_linear=0 shrinkage=0.01 Tree=639 num_leaves=26 num_cat=2 split_feature=1 7 11 0 19 2 2 2 19 13 26 1 5 1 24 0 16 3 26 8 4 7 24 12 8 split_gain=6.25625e+06 1.31139e+07 1.83194e+07 1.06957e+07 1.52304e+06 3.28393e+06 1.37556e+06 1.7386e+06 1.34089e+06 2.19534e+06 1.13853e+06 995254 3.03139e+06 2.37008e+07 2.60317e+06 2.28613e+06 2.14151e+06 1.51745e+06 1.30575e+06 1.00892e+06 840146 652102 501385 377902 276184 threshold=2779.5510000000008 1888.9124200000003 1022.9471520000001 2773.7250000000004 1711.5412500000002 778.91025000000013 1444.3300000000002 669.1825 1374.0700000000002 207.58814000000004 2022.5000000000002 355.00374000000005 2763.7525000000005 1097.7209 0 122.50250000000001 940.75000000000011 2692.2960000000003 2022.5000000000002 53.794000000000004 2632.2792750000003 481.78500000000003 1 11.117833500000001 50.85067500000001 decision_type=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=4 3 -3 6 8 21 7 10 11 -10 -2 17 14 -14 16 -16 -13 20 -19 -20 22 24 -1 -22 -6 right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12 12 13 -15 15 -17 -18 18 19 -21 23 -23 -24 -25 -26 leaf_value=0.012311781945648234 -4.0605724203018916 -3.6489859043468131 9.2560487192327319 -8.987816465922764 -0.30679636109516856 -4.6404004053636037 -3.9238325500488282 1.146405376252674 -0.56082126837968826 4.0685048731735778 -1.0449090522335422 -0.27094369056251422 9.983679411514947 -4.0822528930664062 0.027192701371097805 0.64770865163877733 1.7219726235738821 -3.3768463929494219 1.0248879831487483 -2.0784354720115661 -1.6094388836495421 -1.8002944674378349 -0.011342773560430681 0.0041219023295811247 1.078101425965627 leaf_weight=179542 21 22 22 28 36 22 27 21 20 21 31 1451 23 25 1193 1182 56 24 22 20 47 21 178867 21 24 leaf_count=179542 21 22 22 28 36 22 27 21 20 21 31 1451 23 25 1193 1182 56 24 22 20 47 21 178867 21 24 internal_value=0 -1.90603 2.80353 -3.52494 0.00161071 -1.21423 -1.99533 -1.28205 0.00195616 1.8103 -2.26277 0.00175162 0.160023 2.65767 0.129141 0.334605 -0.195589 1.67936e-05 -1.51614 -0.452885 0.000295937 -0.283659 0.000506806 -1.11113 0.247163 internal_weight=0 172 44 128 362617 103 100 73 362514 41 52 362473 3930 48 3882 2375 1507 358543 66 42 358477 81 358409 68 60 internal_count=362789 172 44 128 362617 103 100 73 362514 41 52 362473 3930 48 3882 2375 1507 358543 66 42 358477 81 358409 68 60 cat_boundaries=0 1 2 cat_threshold=3714 311 is_linear=0 shrinkage=0.01 Tree=640 num_leaves=28 num_cat=3 split_feature=25 3 0 3 0 1 12 26 4 11 3 21 25 8 1 0 4 1 0 10 8 5 25 1 7 3 3 split_gain=1.82249e+06 9.02338e+07 2.33271e+07 5.40525e+07 1.45017e+07 9.08719e+06 7.20379e+06 5.36601e+06 2.84301e+06 3.84238e+06 2.82026e+06 1.65134e+07 3.32249e+06 8.32807e+06 2.94365e+06 2.5904e+06 4.63919e+06 1.58464e+06 1.66218e+06 727005 2.59376e+06 605752 1.96268e+06 1.04176e+06 591416 531771 247280 threshold=0 2692.2960000000003 2773.7250000000004 2692.2960000000003 2773.7250000000004 355.00374000000005 256.21285000000006 2022.5000000000002 2632.2792750000003 1022.9471520000001 1471.8415000000002 15.898500000000002 1 818.62500000000011 1891.4572200000002 1501.0951200000002 1876.5445000000002 1097.7209 1114.9175000000002 2855.9890500000006 321.9405000000001 153.51925000000003 2 1891.4572200000002 608.55210000000022 191.28750000000002 387.47150000000005 decision_type=9 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 left_child=1 4 8 5 15 7 -7 -4 10 24 19 12 13 -12 -14 16 17 18 -1 21 -21 23 -23 -2 26 -19 -10 right_child=2 -3 3 -5 -6 6 -8 -9 9 -11 11 -13 14 -15 -16 -17 -18 25 -20 20 -22 22 -24 -25 -26 -27 -28 leaf_value=0.038188095617483549 -0.0024110457172923498 16.197576190403531 -6.4907771956920621 -16.786899727715387 8.1712851957841348 5.3443903153518146 -2.1497051764052846 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358083 57 358026 7278 350748 88 55 66 internal_count=362921 4204 358717 142 4169 115 52 63 358575 114 358461 378 358 102 256 4147 4108 4086 4031 358083 57 358026 7278 350748 88 55 66 cat_boundaries=0 6 12 18 cat_threshold=1048576 0 0 4194304 128 268440576 32768 0 0 0 0 2147483648 67453952 1216382568 8912896 328193 4160 138 is_linear=0 shrinkage=0.01 Tree=641 num_leaves=32 num_cat=4 split_feature=25 3 0 2 0 2 1 0 0 2 10 3 24 7 2 11 2 13 5 3 13 2 2 1 2 5 7 25 10 24 0 split_gain=1.78622e+06 8.84381e+07 2.28629e+07 5.38212e+07 1.42131e+07 1.06217e+07 1.06404e+07 2.53885e+06 2.55275e+06 2.37789e+06 5.93089e+06 2.40055e+06 6.63127e+06 1.25202e+07 3.22216e+06 3.07631e+06 2.32977e+06 2.0837e+06 2.57917e+06 3.48697e+06 1.82018e+06 1.47056e+06 2.71373e+06 1.56105e+06 811659 2.55692e+06 4.29056e+06 1.86265e+06 628276 1.68271e+06 486502 threshold=0 2692.2960000000003 2773.7250000000004 2593.0505000000003 2773.7250000000004 26.254000000000001 1461.4925000000003 1501.0951200000002 988.99750000000006 2593.0505000000003 1528.9670000000003 1854.9329420000001 1 481.78500000000003 104.10200000000002 241.39650000000003 669.1825 222.14750000000001 511.91625000000005 141.98700000000005 360.93040650000006 285.51000000000005 192.11889000000002 233.38914000000003 365.68050000000005 1874.1882800000003 512.23350000000016 2 1274.5290000000002 3 497.87850000000003 decision_type=9 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 9 2 1 2 left_child=1 4 9 5 7 -4 -7 8 21 11 17 24 15 14 -14 16 -13 18 19 -11 -17 22 -1 -23 28 27 -27 -26 30 -30 -2 right_child=2 -3 3 -5 -6 6 -8 -9 -10 10 -12 12 13 -15 -16 20 -18 -19 -20 -21 -22 23 -24 -25 25 26 -28 -29 29 -31 -32 leaf_value=0.038774369389451793 -0.0011375253487370038 16.035599768502372 -4.8599913521607716 -17.664460304578146 8.0895721591602676 4.723565874390113 -3.1254505371278332 -2.5088561982374924 2.7833981513977051 -1.7248131013994521 -6.3496330451965335 1.6825654224179827 -2.049846009879277 7.7535087858306042 2.284054406938099 -5.0333693695068362 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354665 internal_count=362921 4204 358717 142 4169 118 70 4147 4108 358575 137 358438 227 107 71 120 77 117 95 71 43 4074 3905 169 358211 3304 67 3237 354907 242 354665 cat_boundaries=0 6 7 12 13 cat_threshold=1048576 0 0 4194304 128 268440576 1354 67387392 262660 16 1 4096 3360 is_linear=0 shrinkage=0.01 Tree=642 num_leaves=33 num_cat=3 split_feature=25 2 4 0 2 2 4 0 0 4 1 26 7 4 4 2 14 7 2 4 1 24 1 19 5 25 0 11 2 5 7 1 split_gain=1.75066e+06 8.16731e+07 4.89221e+07 2.24079e+07 5.27501e+07 1.04103e+07 1.09308e+07 7.19377e+06 6.94076e+06 5.79118e+06 6.58169e+06 5.02695e+06 4.14994e+06 3.6157e+06 2.78404e+06 6.56445e+06 2.5573e+06 7.36302e+06 1.83576e+06 2.52555e+06 1.11407e+06 978311 866283 781028 645847 1.9953e+06 894475 639474 543790 495932 871926 211359 threshold=0 2593.0505000000003 2632.2792750000003 2773.7250000000004 2593.0505000000003 26.254000000000001 1876.5445000000002 2773.7250000000004 1501.0951200000002 726.06900000000007 522.78869700000007 2022.5000000000002 114.17660000000002 1115.3337000000004 2632.2792750000003 1800.6974500000001 1151.8115000000003 1489.0961200000002 135.27255000000005 185.38050000000001 1097.7209 1 143.07625000000004 2191.9772225000002 153.51925000000003 2 1266.1895000000002 111.43125000000002 141.4265 1287.5327000000002 297.89014950000006 5.9005000000000001 decision_type=9 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 2 2 2 2 2 2 left_child=1 7 -3 14 5 11 12 8 9 20 13 -5 -7 -11 16 29 23 18 22 -20 21 -1 -18 24 26 -26 -2 -25 -22 30 31 -16 right_child=3 2 -4 4 -6 6 -8 -9 -10 10 -12 -13 -14 -15 15 -17 17 -19 19 -21 28 -23 -24 27 25 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.2814210963328509 -0.0025683693652042761 3.2863384846278598 24.871619364420571 -7.7882385136530949 -17.487815559506416 7.5140581848621366 -4.2357026036580399 6.0468848114013669 -4.464581692639519 4.5521070365905763 7.7045007343292244 -1.2932995605468751 1.4550961035948533 -0.65536625969409945 0.49869848807310235 -6.3356197456691579 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175 358127 358082 7322 350760 45 48 91 70 50 internal_count=362921 4204 42 358717 142 118 70 4162 4142 4108 80 48 46 60 358575 114 358461 334 301 126 4028 3980 175 358127 358082 7322 350760 45 48 91 70 50 cat_boundaries=0 6 7 13 cat_threshold=1048576 0 0 4194304 128 268440576 3073 67453952 1216644712 8912896 327681 4160 139 is_linear=0 shrinkage=0.01 Tree=643 num_leaves=30 num_cat=3 split_feature=25 3 0 3 0 1 12 26 4 11 3 21 25 8 1 4 0 0 1 1 7 5 25 4 13 1 3 0 3 split_gain=1.71591e+06 8.50776e+07 2.1962e+07 5.23624e+07 1.36708e+07 8.97306e+06 7.00425e+06 5.17324e+06 2.72863e+06 3.71592e+06 2.70967e+06 1.61473e+07 3.25148e+06 8.12351e+06 2.89191e+06 2.46061e+06 2.33882e+06 4.1139e+06 2.75279e+06 1.00504e+06 576254 540857 2.12424e+06 3.96056e+06 1.55518e+06 929866 1.62936e+07 867338 245882 threshold=0 2692.2960000000003 2773.7250000000004 2692.2960000000003 2773.7250000000004 355.00374000000005 256.21285000000006 2022.5000000000002 2632.2792750000003 1022.9471520000001 1471.8415000000002 15.898500000000002 1 818.62500000000011 1891.4572200000002 1876.5445000000002 1266.1895000000002 988.99750000000006 959.97700000000009 135.63000000000002 608.55210000000022 153.51925000000003 2 1291.5535000000002 518.6631000000001 1891.4572200000002 103.52400000000002 1266.1895000000002 387.47150000000005 decision_type=9 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 left_child=1 4 8 5 15 7 -7 -4 10 20 21 12 13 -12 -14 16 17 18 -1 -18 28 25 23 -23 -24 27 -27 -2 -10 right_child=2 -3 3 -5 -6 6 -8 -9 9 -11 11 -13 14 -15 -16 -17 19 -19 -20 -21 -22 22 24 -25 -26 26 -28 -29 -30 leaf_value=0.044710095519177581 -0.0029069485296348667 15.727844548906599 -6.3493221342563633 -16.465846286349826 7.9336038520119407 5.3519642639160159 -2.0376103596065356 -0.61746266426578644 -0.52989867387847467 -4.8683722811478836 0.55406508492260442 9.5911116681098942 0.034249405057753549 7.6621076824665071 -3.926174270629883 3.1576357505798343 -3.7095043082859207 4.3487842421098195 -2.1132778914769492 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1765 5540 350778 112 350666 66 cat_boundaries=0 6 12 18 cat_threshold=1048576 0 0 4194304 128 268440576 32768 0 0 0 0 2147483648 67453952 1216644712 8912896 328193 4160 138 is_linear=0 shrinkage=0.01 Tree=644 num_leaves=37 num_cat=2 split_feature=25 3 2 3 0 3 10 0 0 14 3 10 0 2 1 26 25 2 2 1 15 2 12 5 3 9 15 11 9 12 1 19 5 0 15 0 split_gain=1.68176e+06 8.33846e+07 2.17301e+07 7.65012e+07 1.33987e+07 3.06769e+06 5.74698e+06 2.38575e+06 2.44247e+06 1.70158e+06 6.43268e+06 4.54169e+06 1.94276e+06 1.02336e+07 8.47659e+06 4.7041e+06 1.57723e+06 1.46087e+06 2.6541e+06 1.54021e+06 1.20963e+06 1.21056e+06 1.09939e+06 1.03845e+06 2.79131e+06 3.42739e+06 1.20921e+06 1.0093e+06 1.64904e+06 748825 716346 650024 395910 396303 196568 105974 threshold=0 2692.2960000000003 2593.0505000000003 2692.2960000000003 2773.7250000000004 870.71080000000018 519.72350000000017 1501.0951200000002 988.99750000000006 1151.8115000000003 1471.8415000000002 1105.5920000000003 2773.7250000000004 26.254000000000001 1461.4925000000003 2022.5000000000002 1 285.51000000000005 192.11889000000002 233.38914000000003 485.12750000000005 669.1825 119.62250000000002 1530.4632000000001 1278.9218000000003 268.34110000000004 263.11525000000012 1962.6297000000002 887.33690000000013 114.52500000000002 143.07625000000004 1016.455 6.7825000000000006 6.4425000000000017 1206.4050000000002 85.55625000000002 decision_type=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 2 2 2 2 2 2 2 2 2 2 left_child=1 4 9 5 7 29 -7 8 17 12 16 -12 23 15 -15 -14 20 18 -1 -19 22 -22 -11 27 26 -26 -25 31 -29 32 34 -2 33 -4 -18 -32 right_child=2 -3 3 -5 -6 6 -8 -9 -10 10 11 -13 13 14 -16 -17 30 19 -20 -21 21 -23 -24 24 25 -27 -28 28 -30 -31 35 -33 -34 -35 -36 -37 leaf_value=0.037739961828515363 -9.9991976940462824e-05 15.570566595894951 -0.81741689498607928 -18.697933889116559 7.8542678954384542 5.2702580859444357 -1.7376322532653807 -2.4321199749677609 2.722045862534467 1.7277364445527394 1.0106769373416902 7.6691694214230495 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0.138949 -0.000647036 -1.0776 -1.63446 -0.356311 -0.000385129 -1.12079 -1.63149 0.0144885 -1.33798 internal_weight=0 4204 358717 161 4169 133 47 4147 4108 358556 342 41 358214 104 57 47 301 4074 3905 169 110 45 65 358110 282 51 231 357828 87 86 191 357741 66 46 136 55 internal_count=362921 4204 358717 161 4169 133 47 4147 4108 358556 342 41 358214 104 57 47 301 4074 3905 169 110 45 65 358110 282 51 231 357828 87 86 191 357741 66 46 136 55 cat_boundaries=0 6 11 cat_threshold=1048576 0 0 4194304 128 268440576 33280 0 4096 0 2097152 is_linear=0 shrinkage=0.01 Tree=645 num_leaves=28 num_cat=2 split_feature=17 4 3 4 2 10 2 2 18 14 5 4 5 0 25 1 24 1 6 1 0 1 2 5 1 11 11 split_gain=5.22217e+06 1.81983e+07 1.19073e+07 6.44834e+07 4.39344e+06 3.85624e+06 1.81709e+06 1.63807e+06 1.55327e+06 1.38332e+06 1.36178e+06 2.16088e+06 1.99402e+06 1.23535e+06 4.28656e+06 6.46618e+06 6.19858e+06 2.84418e+06 5.77227e+06 973844 789673 2.79334e+06 2.29242e+06 912845 624974 533757 496423 threshold=2732.1750000000006 1517.5820000000001 2692.2960000000003 2632.2792750000003 2593.0505000000003 137.37570000000002 2593.0505000000003 104.10200000000002 822.25125000000014 254.21200000000002 1.7553000000000001 7.273200000000001 483.99125000000009 1266.1895000000002 0 2779.5510000000008 1 1097.7209 41.761000000000003 103.99000000000001 1114.9175000000002 959.97700000000009 863.30000000000007 2763.7525000000005 227.67125000000004 826.40400000000011 93.080750000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 8 6 4 5 7 13 -4 -2 10 11 19 -12 20 17 16 -16 18 -15 -8 23 22 -22 25 -9 -1 -25 right_child=1 -3 3 -5 -6 -7 9 24 -10 -11 12 -13 -14 14 15 -17 -18 -19 -20 -21 21 -23 -24 26 -26 -27 -28 leaf_value=-9.0853002925427267e-05 -0.95749527207127327 -10.781964630126954 -2.7997649892171221 14.954642758088953 -4.8247225866317756 3.0698179530396179 1.0481427731721298 -1.1252189388275147 2.7193463153839113 -3.2585753990173338 2.999928722381592 -4.2084374189376828 -0.93822371800740556 -5.1186245505593044 1.3597820200711963 -4.2289456809588843 -0.76425562174013351 1.0130486507415772 0.27723272815827399 -1.9690294580459595 -0.33629482401941052 3.6271278529697 3.2949203166961674 -0.53955536762873335 1.226081201846783 -0.28846249945148894 -2.3009881337483726 leaf_weight=361108 27 20 30 34 20 34 23 20 20 25 20 22 36 55 242 35 293 20 31 20 133 27 20 48 26 643 24 leaf_count=361108 27 20 30 34 20 34 23 20 20 25 20 22 36 55 242 35 293 20 31 20 133 27 20 48 26 643 24 internal_value=0 -2.79261 -0.000526951 2.6934 -0.513384 0.270496 -0.00174463 -0.981832 0.607118 -1.11713 -0.674681 -1.65937 0.468259 -0.00129562 -0.428383 -0.0636508 0.207655 -2.17818 -3.17361 -0.355193 -0.000498084 0.661687 0.138374 -0.000827508 0.203777 -0.000603424 -1.1267 internal_weight=0 67 362989 164 130 110 362825 76 47 146 121 65 56 362679 676 570 535 106 86 43 362003 180 153 361823 46 361751 72 internal_count=363056 67 362989 164 130 110 362825 76 47 146 121 65 56 362679 676 570 535 106 86 43 362003 180 153 361823 46 361751 72 cat_boundaries=0 6 7 cat_threshold=1048576 0 320 0 0 1024 1082 is_linear=0 shrinkage=0.01 Tree=646 num_leaves=28 num_cat=1 split_feature=16 7 3 2 9 2 7 0 2 1 6 2 3 0 25 8 1 8 16 5 3 3 10 5 7 14 11 split_gain=5.25173e+06 9.82502e+06 9.22212e+06 3.84524e+07 8.81425e+06 5.12042e+06 5.08086e+06 1.84689e+06 4.31689e+06 2.15755e+07 5.92673e+06 1.56982e+06 1.24766e+06 522496 3.49462e+06 4.31916e+06 2.71357e+06 2.29959e+06 1.92715e+06 1.00545e+06 1.83775e+06 1.13468e+06 954487 5.04108e+06 745528 697899 460639 threshold=2836.7725000000005 1489.0961200000002 2692.2960000000003 2593.0505000000003 592.5680000000001 1254.2925000000002 654.14525000000003 2773.7250000000004 137.53500000000003 48.966000000000001 685.98275000000012 22.573000000000004 255.01000000000002 1266.1895000000002 0 1329.5732400000002 959.97700000000009 306.80800000000005 10.645710000000003 2763.7525000000005 1107.1660000000004 65.182000000000002 2855.9890500000006 250.29150000000001 543.29875000000015 1867.1242800000002 55.082560000000008 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 left_child=2 26 7 4 5 11 -5 13 9 -9 12 -4 -10 19 15 17 18 -15 -16 22 21 -21 25 -24 -18 -1 -2 right_child=1 -3 3 6 -6 -7 -8 8 10 -11 -12 -13 -14 14 16 -17 24 -19 -20 20 -22 -23 23 -25 -26 -27 -28 leaf_value=-0.00036092922314096682 1.0687369458675384 -8.2790095589377675 -1.7046443456013998 7.3293868026733406 -4.4788120432157772 5.653312497309277 14.457405236244201 -2.8551990810394292 -3.6453360366821288 9.4341668748855589 0.3744558975913308 1.4338003380158371 -7.0963457374572751 0.8446792725484763 -0.76261402687584734 4.2409488245646161 -1.8860116202186568 -1.6328985724082361 1.8801861941429878 -1.2954301953315734 -3.6536196826753162 1.420339800262451 -1.2684831561302317 5.2574989979267119 -3.9809827291048494 -0.82362585668424959 -1.0281680735674772 leaf_weight=361874 20 22 30 20 37 21 20 50 22 20 33 34 20 134 251 30 49 52 31 40 21 25 29 20 26 103 22 leaf_count=361874 20 22 30 20 37 21 20 50 22 20 33 34 20 134 251 30 49 52 31 40 21 25 29 20 26 103 22 internal_value=0 -2.86536 -0.000526611 2.38487 -0.404808 1.36858 10.8934 -0.00159167 -1.12996 0.656048 -2.7969 -0.0373456 -5.28867 -0.00114055 -0.302872 0.688074 -0.896595 0.152023 -0.472093 -0.000663096 -1.0818 -0.250903 -0.00040627 1.39518 -2.61227 -0.000595188 -0.0296419 internal_weight=0 64 362992 162 122 85 40 362830 145 70 75 64 42 362685 573 216 357 186 282 362112 86 65 362026 49 75 361977 42 internal_count=363056 64 362992 162 122 85 40 362830 145 70 75 64 42 362685 573 216 357 186 282 362112 86 65 362026 49 75 361977 42 cat_boundaries=0 4 cat_threshold=32768 134217728 4096 1073741824 is_linear=0 shrinkage=0.01 Tree=647 num_leaves=23 num_cat=1 split_feature=16 17 3 2 9 2 7 0 2 1 6 2 18 3 20 0 24 8 15 2 11 0 split_gain=5.14722e+06 1.12381e+07 9.0386e+06 3.76872e+07 8.63885e+06 5.01852e+06 4.97976e+06 1.81014e+06 4.23098e+06 2.11462e+07 5.80879e+06 1.53858e+06 1.5367e+06 1.22283e+06 578164 510275 2.71884e+06 4.83814e+06 1.392e+06 986260 1.77375e+06 788603 threshold=2836.7725000000005 1772.4296500000003 2692.2960000000003 2593.0505000000003 592.5680000000001 1254.2925000000002 654.14525000000003 2773.7250000000004 137.53500000000003 48.966000000000001 685.98275000000012 22.573000000000004 7.3895000000000008 255.01000000000002 2447.4425000000006 1266.1895000000002 0 1329.5732400000002 770.26725000000022 2593.0505000000003 177.60300000000004 1114.9175000000002 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 12 7 4 5 11 -5 14 9 -9 13 -4 -2 -10 15 19 18 -18 -17 21 -21 -1 right_child=1 -3 3 6 -6 -7 -8 8 10 -11 -12 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 leaf_value=-0.00083292500250381311 2.285638068065047 -8.4315093979628202 -1.6875978075663249 7.2560929145812985 -4.4340239656293718 5.5967793387458435 14.312830880641936 -2.8266472103118896 -3.6088827133178714 9.3398253095149997 0.37071134812904127 1.4194622878467338 -1.5874945726848786 -7.0253824291229252 1.3429698084294797 -0.86966610163321223 -0.098152446037446953 3.8935126787073471 -3.5587458873930435 -0.26585778388110076 -3.4305909322655719 0.65940219198142624 leaf_weight=361802 20 23 30 20 37 21 20 50 22 20 33 34 21 20 32 231 284 34 21 77 23 181 leaf_count=361802 20 23 30 20 37 21 20 50 22 20 33 34 21 20 32 231 284 34 21 77 23 181 internal_value=0 -2.83671 -0.000521344 2.36102 -0.40076 1.3549 10.7845 -0.00157575 -1.11866 0.649488 -2.76893 -0.0369721 0.301838 -5.23579 -0.00112915 -0.00124775 -0.300215 0.31861 -1.05201 -0.000777106 -0.993746 -0.000502792 internal_weight=0 64 362992 162 122 85 40 362830 145 70 75 64 41 42 362685 362653 570 318 252 362083 100 361983 internal_count=363056 64 362992 162 122 85 40 362830 145 70 75 64 41 42 362685 362653 570 318 252 362083 100 361983 cat_boundaries=0 1 cat_threshold=915 is_linear=0 shrinkage=0.01 Tree=648 num_leaves=27 num_cat=3 split_feature=16 17 3 12 13 9 1 2 18 14 5 5 1 26 6 5 17 5 24 25 1 1 25 1 10 2 split_gain=5.0448e+06 1.10145e+07 8.85873e+06 3.69586e+07 7.27652e+07 1.14652e+07 6.31536e+06 1.77228e+06 1.50612e+06 1.50251e+06 1.32536e+06 1.96088e+06 1.22537e+06 638451 615198 5.66015e+06 1.80884e+06 1.85277e+06 580146 3.53713e+06 2.01884e+07 5.27476e+06 1.28049e+06 5.52289e+06 2.31964e+06 15538.2 threshold=2836.7725000000005 1772.4296500000003 2692.2960000000003 85.539750000000012 642.7482500000001 149.28375000000003 2779.5510000000008 2593.0505000000003 7.3895000000000008 254.21200000000002 1.7553000000000001 483.99125000000009 227.67125000000004 2022.5000000000002 1913.0125000000005 1874.1882800000003 236.78700000000006 461.00700000000006 0 1 959.97700000000009 1891.4572200000002 2 959.97700000000009 2855.9890500000006 19.645125000000004 decision_type=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 left_child=2 8 7 5 -5 6 12 14 -2 10 13 -12 25 -9 18 16 17 -16 19 20 -1 -21 23 -20 -24 -4 right_child=1 -3 3 4 -6 -7 -8 9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 22 21 -22 -23 24 -25 -26 -27 leaf_value=0.22648472337967765 2.2627816642522811 -8.3471942370611689 -1.7049972171783447 24.262499355137347 -1.108583282690782 -6.2438371147428242 5.8880106390090212 -0.815764629657452 -1.5716196289516631 -3.3925609638293581 2.9845534166693688 -0.92073764959971116 1.2492395725956669 -2.8387908055690616 -0.65909479532923021 4.5579802284638093 -2.5272505078492342 1.6530387123964603 -0.15983688593580866 0.0084138484020533852 6.61804287071228 -3.2405305267333984 -0.0067291553172324084 -3.5793549599498511 2.8716916071889655 -1.3108114185333253 leaf_weight=4248 20 23 20 20 26 28 21 39 21 24 20 36 27 26 84 30 27 59 2952 86222 50 50 268887 48 28 20 leaf_count=4248 20 23 20 20 26 28 21 39 21 24 20 36 27 26 84 30 27 59 2952 86222 50 50 268887 48 28 20 internal_value=0 -2.80834 -0.000516131 2.33741 9.92232 -0.670396 1.10297 -0.00155999 0.29882 -1.1069 -0.653544 0.474009 -0.396816 -1.62498 -0.00111808 0.553345 -0.153356 0.294862 -0.00142401 0.020495 0.300141 0.00653013 -0.00872528 -0.213836 -0.00642921 -1.5079 internal_weight=0 64 362992 162 46 116 88 362830 41 145 121 56 67 65 362685 200 170 143 362485 90570 4298 86272 271915 3000 268915 40 internal_count=363056 64 362992 162 46 116 88 362830 41 145 121 56 67 65 362685 200 170 143 362485 90570 4298 86272 271915 3000 268915 40 cat_boundaries=0 1 7 13 cat_threshold=21 9437184 0 81 1077952768 0 8388608 1048576 0 0 81920 32768 1024 is_linear=0 shrinkage=0.01 Tree=649 num_leaves=25 num_cat=1 split_feature=16 17 3 4 10 11 7 0 1 3 6 26 2 4 16 10 15 5 25 8 8 2 8 1 split_gain=4.9444e+06 1.07953e+07 8.68244e+06 4.9272e+07 3.60391e+06 5.04629e+06 3.99807e+06 1.77444e+06 4.15299e+06 2.28402e+07 6.66253e+06 2.96884e+06 1.01105e+06 761063 1.21426e+06 617157 8.70847e+06 724934 3.10839e+06 883636 546412 1.28622e+06 310899 126661 threshold=2836.7725000000005 1772.4296500000003 2692.2960000000003 2632.2792750000003 137.37570000000002 1156.9900000000002 103.09827500000002 2773.7250000000004 355.00374000000005 187.20800000000003 738.75250000000005 2022.5000000000002 104.10200000000002 2632.2792750000003 2.4279000000000002 2855.9890500000006 54.260000000000005 1121.68056 0 1329.5732400000002 998.8850000000001 285.51000000000005 105.00025000000001 733.23400000000015 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 22 7 4 6 -6 12 13 11 -10 -11 -9 -4 15 20 17 -17 19 -19 -1 21 -15 -2 -14 right_child=1 -3 3 -5 5 -7 -8 8 9 10 -12 -13 23 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=-0.00088744292973864936 -0.5539804859388443 -8.2637223824210793 -2.0156999683380126 13.217907201593574 5.3947921209108269 -1.4584985837069426 -5.3347310915860264 -4.6452162943130881 9.674094499588012 -7.4473551777601248 0.055101206138216216 -0.69094127062204724 0.017794925689697264 -0.86459797443201136 1.2924598375640133 -2.0057205647059848 6.1398467290969121 1.1999139184328642 -0.65627951365356008 0.52814561863111542 0.012106119860773501 -3.8318351187024797 1.1881347465515137 1.143233371734619 leaf_weight=361586 21 23 24 33 21 22 22 39 20 20 29 37 20 48 22 35 21 100 513 316 23 21 20 20 leaf_count=361586 21 23 24 33 21 22 22 39 20 20 29 37 20 48 22 35 21 100 513 316 23 21 20 20 internal_value=0 -2.78026 -0.00051097 2.31404 -0.475323 1.88846 -1.65721 -0.00154439 -1.10756 0.66859 -3.00713 -2.72011 -0.393066 -0.00110221 -0.818041 -0.000845352 1.04887 -0.00100751 -0.344606 -0.00042551 -1.32273 -1.76767 0.295832 0.580514 internal_weight=0 64 362992 162 129 43 86 362830 145 69 49 76 64 362685 114 362571 56 362515 613 361902 92 69 41 40 internal_count=363056 64 362992 162 129 43 86 362830 145 69 49 76 64 362685 114 362571 56 362515 613 361902 92 69 41 40 cat_boundaries=0 6 cat_threshold=2281701888 0 4096 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=650 num_leaves=22 num_cat=0 split_feature=17 4 1 7 2 4 26 14 8 7 8 15 9 11 9 8 18 12 16 10 14 split_gain=3.69428e+06 2.09254e+07 5.78026e+06 1.11041e+07 4.38004e+07 1.89506e+07 1.23825e+07 2.09938e+06 1.78279e+06 1.27297e+06 1.067e+06 1.03025e+06 4.62736e+06 891720 2.38657e+06 1.02787e+06 764892 689706 1.18542e+06 610244 524714 threshold=2732.1750000000006 1517.5820000000001 2779.5510000000008 148.25225000000003 2593.0505000000003 14.450258500000002 2022.5000000000002 901.40207500000008 2877.4750000000008 481.78500000000003 998.8850000000001 2640.1488000000004 259.67600000000004 1602.5343235000003 887.33690000000013 759.5725000000001 321.88825000000003 1922.9850000000004 214.94750000000002 181.99052500000002 254.21200000000002 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 8 5 10 6 -4 -2 11 -10 -5 13 -13 17 16 -16 -15 19 -19 -1 -11 right_child=1 -3 3 4 -6 -7 -8 -9 9 20 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 leaf_value=-0.0016930445447374634 -0.46733077007791274 -10.585085356576103 6.7428471755981443 0.33693470261313702 14.358569483263739 -5.8276269176678781 -2.3673752368927001 3.9626351687908175 -0.11870611667633058 -3.5702455352783207 -2.6826648666381834 -1.2859013299758619 5.1120947158336643 -0.22055365971156529 -0.45240954647893489 -3.0415206562954444 1.8330896249271575 -0.17457233868854147 -2.6703542810219982 0.11266398141270326 -1.3971316728591918 leaf_weight=357913 23 21 37 22 29 39 25 20 38 25 25 26 20 133 23 46 21 71 26 4728 20 leaf_count=357913 23 21 37 22 29 39 25 20 38 25 25 26 20 133 23 46 21 71 26 4728 20 internal_value=0 -2.40285 -8.09281e-05 1.8066 4.69401 -0.366104 3.06937 1.59312 -0.000961653 -1.46638 -1.26924 -0.000626591 1.49584 -0.000816246 -0.632978 -2.17848 0.0594886 -0.000427612 -0.843545 -0.000202093 -2.60442 internal_weight=0 64 363267 177 76 101 62 43 363090 83 47 363007 46 362961 223 69 154 362738 97 362641 45 internal_count=363331 64 363267 177 76 101 62 43 363090 83 47 363007 46 362961 223 69 154 362738 97 362641 45 is_linear=0 shrinkage=0.01 Tree=651 num_leaves=22 num_cat=0 split_feature=17 4 1 5 7 5 2 26 13 8 5 15 9 11 9 5 8 12 16 10 2 split_gain=3.62076e+06 2.0509e+07 5.66523e+06 1.76456e+07 1.92928e+07 1.5226e+07 1.48085e+07 5.61486e+06 2.03158e+06 1.74732e+06 2.54263e+06 1.00975e+06 4.53528e+06 873975 2.33908e+06 1.27379e+06 1.00741e+06 675981 1.16183e+06 598100 241018 threshold=2732.1750000000006 1517.5820000000001 2779.5510000000008 14.489570000000002 274.78110000000004 2763.7525000000005 863.30000000000007 2022.5000000000002 972.56475000000012 2877.4750000000008 1874.1882800000003 2640.1488000000004 259.67600000000004 1602.5343235000003 887.33690000000013 834.63750000000016 759.5725000000001 1922.9850000000004 214.94750000000002 181.99052500000002 335.66350000000006 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 6 -5 -6 7 -4 -2 11 20 13 -13 17 15 -15 -16 19 -19 -1 -11 right_child=1 -3 3 4 5 -7 -8 -9 -10 10 -12 12 -14 14 16 -17 -18 18 -20 -21 -22 leaf_value=-0.0016761141605182062 -0.44972028535345326 -10.479234869820733 6.2038240723460909 -6.5178478283631174 -1.7623775738164 7.8590533684039938 12.914150012969971 -0.37304800987243653 3.9081311979293822 -0.85030770101045305 -4.278644197712774 -1.2730423201047458 5.0609739377498624 -0.34147848782613294 -0.44788547153058261 2.1248143463134768 -3.0111055032844125 -0.17282662309391397 -2.6436507599170391 0.11153733906081631 0.46490919069810349 leaf_weight=357913 23 21 25 38 38 29 20 27 20 38 23 26 20 129 23 25 46 71 26 4728 22 leaf_count=357913 23 21 25 38 38 29 20 27 20 38 23 26 20 129 23 25 46 71 26 4728 22 internal_value=0 -2.37883 -8.01189e-05 1.78853 -0.826057 2.40212 5.60148 2.78891 1.57719 -0.000952036 -1.45172 -0.000620325 1.48088 -0.000808083 -0.626648 0.0588937 -2.1567 -0.000423336 -0.835109 -0.000200073 -0.368062 internal_weight=0 64 363267 177 105 67 72 52 43 363090 83 363007 46 362961 223 154 69 362738 97 362641 60 internal_count=363331 64 363267 177 105 67 72 52 43 363090 83 363007 46 362961 223 154 69 362738 97 362641 60 is_linear=0 shrinkage=0.01 Tree=652 num_leaves=23 num_cat=0 split_feature=17 4 1 5 3 7 5 14 8 5 26 3 5 4 4 1 21 17 21 1 2 2 split_gain=3.54871e+06 2.01009e+07 5.55249e+06 1.72945e+07 2.19176e+07 1.89089e+07 1.4923e+07 2.03208e+06 1.71254e+06 2.49204e+06 1.40722e+06 930472 3.57651e+06 1.40737e+06 814602 5.03482e+06 531837 1.20208e+06 852335 427539 281974 236222 threshold=2732.1750000000006 1517.5820000000001 2779.5510000000008 14.489570000000002 241.13250000000002 274.78110000000004 2763.7525000000005 901.40207500000008 2877.4750000000008 1874.1882800000003 2022.5000000000002 2692.2960000000003 1530.4632000000001 174.73500000000004 2632.2792750000003 629.11000000000013 734.08380000000011 303.40850000000006 675.37914000000012 6.454600000000001 6.4413000000000009 335.66350000000006 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 8 4 10 -5 -7 -2 11 21 -4 14 13 19 16 20 18 -18 -1 -13 -16 -10 right_child=1 -3 3 5 -6 6 -8 -9 9 -11 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.00043920724177466669 -0.46573912708655651 -10.374442218598865 3.5887760145910859 -6.45266942676745 14.441905813694 -1.7447537888978659 7.7804625859753846 3.8926434079632162 -0.84180462435672154 -4.235857799778814 0.27654868374700131 -0.23692951569190393 -4.2441185395002368 1.5573840228716531 0.032543496715055929 4.3296118690172829 0.09227612374139868 -1.569812769651413 1.8841380868355433 -2.1816845264434814 -1.2388949110291221 0.4602600513805043 leaf_weight=362591 23 21 29 38 20 38 29 20 38 23 23 26 25 36 37 30 115 70 24 20 33 22 leaf_count=362591 23 21 29 38 20 38 29 20 38 23 23 26 25 36 37 30 115 70 24 20 33 22 internal_value=0 -2.35504 -7.93177e-05 1.77065 5.54546 -0.817797 2.3781 1.56142 -0.000942516 -1.4372 2.12375 -0.000614122 -0.933 0.0764874 -0.00033921 0.902089 -0.00058795 -0.536622 -0.000314475 -1.08248 -0.566849 -0.364381 internal_weight=0 64 363267 177 72 105 67 43 363090 83 52 363007 107 82 362900 100 362800 185 362615 46 70 60 internal_count=363331 64 363267 177 72 105 67 43 363090 83 52 363007 107 82 362900 100 362800 185 362615 46 70 60 is_linear=0 shrinkage=0.01 Tree=653 num_leaves=21 num_cat=0 split_feature=17 16 15 3 8 13 10 3 13 2 5 3 3 10 18 3 6 2 7 12 split_gain=3.47809e+06 1.47815e+07 2.34448e+06 1.01643e+07 1.80641e+06 3.74043e+06 5.99921e+06 2.6128e+06 1.79289e+06 1.48601e+06 1.70311e+07 1.9076e+07 1.33396e+07 1.77497e+06 851577 2.27192e+06 1.32922e+06 4.31347e+06 1.4254e+06 1.02762e+06 threshold=2732.1750000000006 2836.7725000000005 2640.1488000000004 870.71080000000018 2877.4750000000008 683.01949999999999 642.33175000000017 304.68375000000009 796.16700000000014 2593.0505000000003 26.141250000000007 141.98700000000005 2692.2960000000003 392.62500000000006 749.28243750000013 1471.8415000000002 1118.3050000000001 1092.7150000000004 2690.3565000000003 1092.2600000000002 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 8 4 -4 9 6 7 -6 -2 14 11 -11 13 -12 16 19 18 -18 -1 -16 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 12 -13 -14 -15 15 -17 17 -19 -20 -21 leaf_value=-0.00048988461632294938 -1.0202292337495349 -9.4597009372711192 -1.0437370038643861 7.5854798628035045 -0.24237121518452964 -4.9951952570134948 4.2145560191926501 -4.8414217054276243 3.0211471907297773 1.0554174401668401 1.4011954913995206 11.992672557001528 -9.2909273300170909 -2.151158143823797 -0.087110201701840848 -3.5156206479279892 0.101222303962266 2.4519004326738338 -1.656251172744311 -1.748724124545143 leaf_weight=361934 23 20 39 21 30 22 21 21 21 52 39 23 20 22 327 23 486 93 52 42 leaf_count=361934 23 20 39 21 30 22 21 21 21 52 39 23 20 22 327 23 486 93 52 42 internal_value=0 -2.33149 -7.85246e-05 1.97649 -0.000405044 -1.38649 -0.283824 -2.1361 0.90861 -4.62256e-05 0.975742 4.40951 -2.20367 0.120019 -0.000465622 -0.466303 3.80341e-05 0.478792 -0.000727738 -0.276237 internal_weight=0 64 363267 60 363207 94 72 51 44 363113 156 75 81 61 362957 392 362565 579 361986 369 internal_count=363331 64 363267 60 363207 94 72 51 44 363113 156 75 81 61 362957 392 362565 579 361986 369 is_linear=0 shrinkage=0.01 Tree=654 num_leaves=18 num_cat=0 split_feature=17 4 4 13 3 10 26 6 8 4 14 19 14 19 15 5 0 split_gain=3.40887e+06 1.95253e+07 3.12877e+06 1.847e+07 1.81873e+07 6.563e+06 9.72327e+06 5.61903e+06 2.28807e+06 2.31953e+06 1.98997e+06 790814 812825 927716 663787 615656 144686 threshold=2732.1750000000006 1517.5820000000001 2632.2792750000003 10.503750000000002 1278.9218000000003 306.86880000000008 2022.5000000000002 7.3040000000000012 2877.4750000000008 970.01225000000011 901.40207500000008 2812.9105000000004 2857.2975000000001 1711.5412500000002 952.35500000000013 192.84375000000003 17.804000000000006 decision_type=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 -4 11 16 -2 12 13 14 -1 -15 -10 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12 -13 -14 15 -16 -17 -18 leaf_value=7.966447152041937e-06 -0.45423860124919729 -10.211930116925922 -2.8059885148207351 0.54491437005996701 14.030941410064697 4.2819720190504329 -6.2944730518902503 2.9505600640712641 -0.97721864553598259 -4.1614038755343516 3.8587487340569497 1.5967821209180741 1.4816180903202778 -0.32450800853390843 -0.42206088556401211 -2.411106234422097 0.11161223618880563 leaf_weight=362531 23 21 30 20 20 23 31 39 26 26 20 31 37 31 373 26 23 leaf_count=362531 23 21 30 20 20 23 31 39 26 26 20 31 37 31 373 26 23 internal_value=0 -2.30817 -7.77393e-05 1.38507 7.28793 -0.534562 -1.64236 0.447713 -0.000699541 -1.74716 1.5518 -0.000338731 -0.000475125 -0.000626208 -0.000425844 -1.27629 -0.466135 internal_weight=0 64 363267 163 40 123 100 69 363104 75 43 363029 362998 362961 362904 57 49 internal_count=363331 64 363267 163 40 123 100 69 363104 75 43 363029 362998 362961 362904 57 49 is_linear=0 shrinkage=0.01 Tree=655 num_leaves=24 num_cat=0 split_feature=3 8 2 9 2 6 14 8 1 21 3 6 3 6 3 8 4 16 8 6 4 2 7 split_gain=3.36683e+06 2.4667e+07 2.84473e+07 3.18674e+06 2.86934e+06 1.47689e+06 911749 2.31817e+06 1.27943e+06 1.11641e+07 3.45086e+06 5.86723e+06 4.4546e+06 1.37602e+07 3.37607e+06 1.08967e+06 1.54417e+06 922999 863880 3.03018e+06 724218 514276 130206 threshold=2692.2960000000003 2877.4750000000008 2593.0505000000003 502.38034000000005 1254.2925000000002 104.42200000000001 2857.2975000000001 903.726 1891.4572200000002 8.6700000000000035 1471.8415000000002 987.12000000000012 745.12500000000011 184.31569999999999 7.2660000000000009 2877.4750000000008 970.01225000000011 2836.7725000000005 1926.0125000000005 1295.575 480.16275000000002 19.645125000000004 53.101000000000006 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 2 3 4 5 21 8 -8 15 10 12 -12 14 -14 -10 17 22 18 20 -20 -1 -2 -17 right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 11 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.00069345848212814143 0.90162611618041999 6.321144174688003 -12.200459308624268 -3.6525306210373389 3.1186797610196204 -3.3204955768585207 0.31780089695711394 -3.7250098829684051 0.9929694519126625 7.3445502670951512 -6.4782873091697697 0.66780678289907958 9.4591685454050705 -0.83625162012436816 -1.6582598432288111 0.36638896369934082 -3.525377413545336 -1.671793380361615 1.8394585291645194 -2.356872133991935 0.17705185893801936 -1.2497660884857178 -0.72610937356948857 leaf_weight=359915 25 34 28 33 22 20 37 23 114 23 20 27 21 34 83 20 21 33 79 22 2307 20 24 leaf_count=359915 25 34 28 33 22 20 37 23 114 23 20 27 21 34 83 20 21 33 79 22 2307 20 24 internal_value=0 -1.35979 -3.12432 -1.00656 -0.00291524 -1.05946 0.00066781 -1.23194 0.000871692 0.63094 0.114508 -2.37308 0.578464 3.09473 -0.124046 0.000311896 -1.29433 0.000544132 0.000696446 0.925406 0.000438605 -0.0545482 -0.229519 internal_weight=0 182 148 120 87 65 362803 60 362743 322 299 47 252 55 197 362421 65 362356 362323 101 362222 45 44 internal_count=362985 182 148 120 87 65 362803 60 362743 322 299 47 252 55 197 362421 65 362356 362323 101 362222 45 44 is_linear=0 shrinkage=0.01 Tree=656 num_leaves=23 num_cat=1 split_feature=0 8 3 1 3 7 26 14 8 9 8 3 4 10 5 11 9 0 1 0 24 5 split_gain=4.58601e+06 8.26771e+06 2.59115e+07 8.49126e+06 3.78289e+07 5.96257e+06 4.87362e+06 1.69938e+06 3.60629e+06 2.23594e+06 1.40042e+07 2.99598e+06 6.84716e+06 2.69563e+06 1.42123e+06 1.14695e+06 6.07208e+06 931042 896066 701137 3.58314e+06 698653 threshold=2773.7250000000004 2877.4750000000008 2692.2960000000003 48.966000000000001 7.9742500000000005 434.2050000000001 2022.5000000000002 2857.2975000000001 903.726 2724.2674800000009 1926.0125000000005 2692.2960000000003 1876.5445000000002 137.37570000000002 834.63750000000016 2995.7383125000001 564.5870000000001 5.882454000000001 39.031250000000007 885.78750000000014 0 2763.7525000000005 decision_type=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 3 6 -5 -6 -2 9 -9 11 14 15 13 17 18 19 -17 -13 -11 21 -21 -1 right_child=1 -3 -4 4 5 -7 -8 8 -10 10 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 leaf_value=0.00040837713717548568 -6.2246319313049323 3.3870814672009697 -10.808985183715819 13.475007190704346 -5.9189519862775448 0.55861335849761962 -0.42366509948457987 0.31974618644919245 -4.6846171267827348 -0.77477475041928501 8.5318688102201996 -0.35849503489903045 -6.6337475616281694 2.3794651449203492 -2.2338439216613772 -1.459085156917572 5.7552329871654511 -2.7383021496188258 2.0823071706862679 -0.520258215125603 0.66444976982756399 -1.0059386063226756 leaf_weight=361301 30 29 30 20 27 30 28 36 24 23 22 35 22 25 30 28 20 31 21 385 719 69 leaf_count=361301 30 29 30 20 27 30 28 36 24 23 22 35 22 25 30 28 20 31 21 385 719 69 internal_value=0 -1.53711 -2.40257 -0.53448 1.64217 -2.50971 -3.42417 0.000807775 -1.682 0.00108613 1.52703 0.000682171 -1.62735 -0.417012 -0.555496 0.00118964 1.54688 -1.47628 0.588833 0.000984951 0.25261 0.000216225 internal_weight=0 194 165 135 77 57 58 362791 60 362731 96 362635 113 91 74 362522 48 66 44 362474 1104 361370 internal_count=362985 194 165 135 77 57 58 362791 60 362731 96 362635 113 91 74 362522 48 66 44 362474 1104 361370 cat_boundaries=0 1 cat_threshold=1921 is_linear=0 shrinkage=0.01 Tree=657 num_leaves=27 num_cat=2 split_feature=3 9 2 9 2 6 14 7 1 21 24 2 2 1 9 3 2 16 25 2 3 10 7 16 18 2 split_gain=3.18816e+06 1.9956e+07 2.11498e+07 5.8723e+06 3.57202e+06 1.32051e+06 874565 1.43639e+06 1.22797e+06 1.09369e+07 4.18235e+06 6.58063e+06 2.59704e+06 2.54752e+06 2.42384e+06 1.95544e+06 1.18682e+06 1.04776e+06 621022 2.16728e+06 3.21602e+06 1.90366e+06 4.30545e+06 963006 866078 487809 threshold=2692.2960000000003 2724.2674800000009 2593.0505000000003 479.07240500000006 1254.2925000000002 121.10625 2857.2975000000001 458.04858100000007 1891.4572200000002 8.6700000000000035 0 13.802000000000001 778.91025000000013 2779.5510000000008 28.864000000000004 566.70675000000006 1092.7150000000004 2836.7725000000005 1 2593.0505000000003 974.18930000000012 893.42000000000007 1282.0428000000002 854.93650000000014 1050.0050000000003 19.645125000000004 decision_type=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 left_child=6 2 3 4 5 25 8 -8 17 10 14 13 -13 -12 16 -16 -10 18 21 24 -21 23 -23 -1 -20 -2 right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 11 12 -14 -15 15 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 leaf_value=0.021648904988270847 0.90118357238769531 5.345251648690966 -10.451683846791587 -5.1168900143658673 3.6010068420741868 -3.1204829711914064 0.056760998103353714 -3.1015539451440173 -1.7181491776704789 7.2630578588402788 1.6103425707640471 -2.2426776783806939 0.79100515188172804 5.8118954393940587 -1.6550159236363002 2.7140543177127836 -4.5053169089013885 -1.75507483959198 -0.0052667461255134149 -0.36223162808588577 -5.0395908283051991 0.39368378168611384 4.171195987533121 0.80568905566148707 -0.78919191927140486 -1.166213991074335 leaf_weight=71887 25 36 30 27 23 20 36 24 50 23 27 42 86 31 21 20 22 34 289830 49 21 268 34 157 141 21 leaf_count=71887 25 36 30 27 23 20 36 24 50 23 27 42 86 31 21 20 22 34 289830 49 21 268 34 157 141 21 internal_value=0 -1.32321 -2.96749 -1.03193 0.207333 -0.975312 0.000649789 -1.20656 0.00084947 0.618117 0.106968 1.00756 -0.204422 3.856 -1.34552 0.476238 -2.56978 0.000301046 0.00046574 -0.00607244 -1.76544 0.026675 0.818967 0.0233575 -0.00564793 -0.0426284 internal_weight=0 182 146 116 89 66 362803 60 362743 322 299 186 128 58 113 41 72 362421 362387 290041 70 72346 302 72044 289971 46 internal_count=362985 182 146 116 89 66 362803 60 362743 322 299 186 128 58 113 41 72 362421 362387 290041 70 72346 302 72044 289971 46 cat_boundaries=0 1 8 cat_threshold=1857 3296755712 135595008 1049856 106955008 268483200 268456033 2 is_linear=0 shrinkage=0.01 Tree=658 num_leaves=22 num_cat=0 split_feature=0 8 4 1 6 26 14 8 9 4 6 1 26 0 14 1 4 11 20 15 20 split_gain=4.47493e+06 8.02848e+06 2.20288e+07 1.04918e+07 9.45399e+06 5.36926e+06 1.64577e+06 3.50964e+06 2.15993e+06 1.37168e+07 2.46464e+06 1.0593e+07 2.95574e+06 1.93066e+06 1.14528e+06 8.2701e+06 1.92662e+06 952846 829980 1.27188e+06 728509 threshold=2773.7250000000004 2877.4750000000008 1876.5445000000002 48.966000000000001 7.9582500000000005 2022.5000000000002 2857.2975000000001 903.726 2724.2674800000009 1876.5445000000002 2871.8940000000007 1256.4300000000001 2022.5000000000002 474.32500000000005 758.3180000000001 1891.4572200000002 1517.5820000000001 52.385000000000012 834.96350000000007 485.12750000000005 575.81500000000017 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 5 -5 -2 8 -8 10 13 14 12 -12 17 18 16 -16 -10 20 -20 -1 right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 11 -13 -14 -15 15 -17 -18 -19 19 -21 -22 leaf_value=0.00040803265373017992 -6.7512123640652364 3.3340464046083653 -9.4131468868255617 5.555516203609673 -1.545910134723312 -0.49296483883490932 0.31949035367204082 -4.6173595778147378 -0.15961753234863282 8.6443604776405163 -2.5361056314815178 -8.0547847337722782 2.0924657496246133 1.9131267746635106 0.34167215154695335 6.3205181752080506 -2.2629820572535198 -2.8689421081542967 -0.20011064782738686 -2.1069648082878278 0.70452847816303477 leaf_weight=361632 29 29 35 37 38 26 36 24 25 21 22 20 37 23 532 23 30 27 146 46 147 leaf_count=361632 29 29 35 37 38 26 36 24 25 21 22 20 37 23 532 23 30 27 146 46 147 internal_value=0 -1.51838 -2.37123 -0.475329 1.95746 -3.79277 0.000798081 -1.65525 0.00107201 1.50085 0.000674976 -1.76543 0.366558 -0.499333 0.00105981 0.443166 0.202634 -1.56638 0.000345295 -0.656961 0.000694135 internal_weight=0 194 165 130 75 55 362791 60 362731 96 362635 79 59 75 362556 585 562 52 361971 192 361779 internal_count=362985 194 165 130 75 55 362791 60 362731 96 362635 79 59 75 362556 585 562 52 361971 192 361779 is_linear=0 shrinkage=0.01 Tree=659 num_leaves=22 num_cat=1 split_feature=0 8 3 1 3 7 14 8 9 8 3 7 5 0 11 9 1 0 25 5 5 split_gain=4.38588e+06 7.86872e+06 2.50341e+07 8.1854e+06 3.66544e+07 5.89727e+06 1.61302e+06 3.4398e+06 2.11695e+06 1.36153e+07 2.83898e+06 4.61272e+06 1.40524e+06 1.19897e+06 1.11337e+06 5.91809e+06 860117 682212 5.42592e+06 681761 532666 threshold=2773.7250000000004 2877.4750000000008 2692.2960000000003 48.966000000000001 7.9742500000000005 434.2050000000001 2857.2975000000001 903.726 2724.2674800000009 1926.0125000000005 2692.2960000000003 815.13625000000013 834.63750000000016 5.882454000000001 2995.7383125000001 564.5870000000001 39.031250000000007 885.78750000000014 0 2763.7525000000005 139.80500000000004 decision_type=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 3 -2 -5 -6 8 -8 10 12 14 13 16 -12 17 -16 -10 19 -19 -1 -15 right_child=1 -3 -4 4 5 -7 7 -9 9 -11 11 -13 -14 20 15 -17 -18 18 -20 -21 -22 leaf_value=0.0003920848375765068 -3.348489738497241 3.3007059978616651 -10.610382087707519 13.27346088027954 -5.8516768818983325 0.59031947151819864 0.31629547215170328 -4.5711859496434526 -0.76565688091775641 8.3927225464040571 1.0947934052750872 -4.5389686367246842 -2.2364356495539348 -0.24880547142028811 -1.4435486142975944 5.6787045044898994 2.0335271126883372 2.0665616907106417 -0.020834044421454329 -0.99371482139048373 -2.5567611114978792 leaf_weight=361301 58 29 30 20 27 30 36 24 23 22 37 36 30 20 28 20 21 133 971 69 20 leaf_count=361301 58 29 30 20 27 30 36 24 23 22 37 36 30 20 28 20 21 133 971 69 20 internal_value=0 -1.5032 -2.34752 -0.511325 1.62576 -2.46115 0.0007901 -1.6387 0.00106129 1.48584 0.000668227 -1.58413 -0.567556 -0.202649 0.00116222 1.52406 0.570317 0.00096055 0.249167 0.00020227 -1.40278 internal_weight=0 194 165 135 77 57 362791 60 362731 96 362635 113 74 77 362522 48 44 362474 1104 361370 40 internal_count=362985 194 165 135 77 57 362791 60 362731 96 362635 113 74 77 362522 48 44 362474 1104 361370 40 cat_boundaries=0 4 cat_threshold=512 134217728 16 1073741824 is_linear=0 shrinkage=0.01 Tree=660 num_leaves=28 num_cat=3 split_feature=6 4 10 1 10 7 3 26 13 2 5 4 7 7 25 14 9 3 3 6 4 3 2 25 25 4 5 split_gain=6.14085e+06 7.25277e+06 7.4195e+06 3.58331e+06 1.49057e+07 2.94999e+07 1.33748e+07 2.98836e+06 1.52092e+06 2.21299e+06 1.06988e+06 5.71251e+06 2.08427e+06 961541 7.95381e+06 7.50924e+06 3.84044e+06 1.37719e+06 1.33137e+06 3.98289e+06 2.55392e+06 1.19608e+06 678298 4.38774e+06 502908 177196 74976.5 threshold=2871.8940000000007 1876.5445000000002 1528.9670000000003 2779.5510000000008 484.50915000000003 137.82320000000001 870.71080000000018 2022.5000000000002 683.01949999999999 322.86800000000011 2763.7525000000005 970.01225000000011 361.38350000000008 1489.0961200000002 0 709.17750000000012 182.40500000000003 870.71080000000018 2692.2960000000003 512.71000000000015 174.73500000000004 248.70244000000002 14.222000000000001 1 2 54.939000000000007 54.992700000000006 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 9 9 2 2 left_child=3 8 -3 10 5 6 7 -5 9 26 13 12 25 18 15 16 -15 21 22 20 -20 -16 24 -24 -1 -12 -2 right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 14 17 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 leaf_value=0.032559377652436952 -0.73535401297303349 -9.9686273050308234 -1.6405877221148948 4.7260789773270897 -4.3673617091323385 12.184718655858722 -5.6220215914799621 0.19528220678369207 -2.6375262832641604 2.6564425942798455 0.13463545163472496 -4.224092036121422 3.4274802856445312 3.7693369164337982 -0.70799233800553274 7.4019292257450244 -0.5179119757811228 -2.4114614894655015 -1.562608736399058 -5.0294735881260468 2.7398592272671789 1.2325108010012928 0.91776376990248676 0.028770148805675032 -0.0078186629776521854 -1.1231845183599563 -1.5497577695846558 leaf_weight=34433 26 20 23 37 33 28 26 24 26 24 24 36 20 37 141 27 48 36 37 21 22 41 555 32139 295367 21 20 leaf_count=34433 26 20 23 37 33 28 26 24 26 24 24 36 20 37 141 27 48 36 37 21 22 41 555 32139 295367 21 20 internal_value=0 -2.10102 -5.51409 0.00125899 1.55695 3.25697 0.383668 2.94347 -0.572244 0.194861 0.000624721 -1.02845 0.741446 0.000911123 0.540458 2.57752 1.3483 -0.596959 0.000420049 -1.28948 0.0417014 -0.270846 0.000704722 0.0441509 -0.00360222 -0.452347 -1.08944 internal_weight=0 139 43 363153 148 115 87 61 96 70 363005 101 65 362904 330 112 85 218 362574 80 59 182 362494 32694 329800 45 46 internal_count=363292 139 43 363153 148 115 87 61 96 70 363005 101 65 362904 330 112 85 218 362574 80 59 182 362494 32694 329800 45 46 cat_boundaries=0 6 12 18 cat_threshold=32768 0 256 0 2097152 1024 2155874304 0 0 262144 512 1058 128 17137696 1049732 3258982960 272686241 4680 is_linear=0 shrinkage=0.01 Tree=661 num_leaves=30 num_cat=2 split_feature=6 4 10 1 10 13 4 26 0 13 2 5 4 4 0 25 10 1 0 5 15 25 4 2 2 10 4 2 5 split_gain=6.01865e+06 7.10844e+06 7.27186e+06 3.512e+06 1.46091e+07 2.89447e+07 7.43617e+06 6.49998e+06 1.18143e+07 1.49065e+06 2.16895e+06 1.04859e+06 5.59883e+06 1.24058e+06 862162 2.93402e+06 2.78504e+07 1.12686e+07 2.9631e+06 9.90276e+06 1.44431e+06 477160 1.06708e+06 2.80655e+06 778770 1.09938e+06 1.06779e+06 740044 73484.5 threshold=2871.8940000000007 1876.5445000000002 1528.9670000000003 2779.5510000000008 484.50915000000003 2.3191100000000007 1291.5535000000002 2022.5000000000002 988.99750000000006 683.01949999999999 322.86800000000011 2763.7525000000005 970.01225000000011 19.643625000000004 3.3935000000000004 0 241.39650000000003 355.00374000000005 2773.7250000000004 658.22750000000008 2640.1488000000004 1 586.56060000000014 228.94595500000003 1092.7150000000004 1797.2975000000001 165.87000000000003 1800.6974500000001 54.992700000000006 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 2 2 2 2 left_child=3 9 -3 11 5 6 7 8 -5 10 28 14 13 -13 21 16 17 -16 20 -20 -17 22 27 -24 25 -23 -26 -1 -2 right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 18 -18 -19 19 -21 -22 24 23 -25 26 -27 -28 -29 -30 leaf_value=0.027191029519543788 -0.72800046412990638 -9.8689410260915764 -1.6241818436332371 0.25926454135349819 -4.3236881417939159 14.158482355177403 -4.4953843777179721 -1.6741965026121872 10.181594092959449 -2.6111510555560775 2.6298782942692442 2.2262360458374024 -4.1818511135048331 -0.54500120598929269 0.0090204958560173975 0.033832102062511547 11.779186940626664 6.2970295020540554 -3.2852605110757493 3.5716552312033518 2.5403468380803647 -0.0090130500846998512 0.28008053094148638 4.0065507511794571 -0.24376484578774299 1.2721004723701905 -1.9850259496900771 1.9514289770126343 -1.5342602310180664 leaf_weight=29926 26 20 23 28 33 20 20 26 21 26 24 30 36 35 570 47711 22 30 85 28 23 284063 128 24 162 67 45 20 20 leaf_count=29926 26 20 23 28 33 20 20 26 21 26 24 30 36 35 570 47711 22 30 85 28 23 284063 128 24 162 67 45 20 20 internal_value=0 -2.08001 -5.45895 0.00124667 1.54138 3.2244 0.922485 2.36725 4.51169 -0.566522 0.192912 0.000618741 -1.01816 0.734031 0.000902279 0.0401606 0.71708 0.323421 0.0312044 -1.5862 0.0350398 -0.00514925 0.0327074 0.868471 -0.00915733 -0.00871095 -0.6223 0.0284762 -1.07855 internal_weight=0 139 43 363153 148 115 95 75 49 96 70 363005 101 65 362904 48469 622 600 47847 113 47734 314435 30098 152 284337 284130 207 29946 46 internal_count=363292 139 43 363153 148 115 95 75 49 96 70 363005 101 65 362904 48469 622 600 47847 113 47734 314435 30098 152 284337 284130 207 29946 46 cat_boundaries=0 6 12 cat_threshold=8388608 0 0 65536 640 10 2148008064 1091665920 2156924544 4473393 268442640 529448 is_linear=0 shrinkage=0.01 Tree=662 num_leaves=23 num_cat=2 split_feature=6 4 10 1 10 13 3 0 13 2 5 4 4 20 0 25 9 0 25 4 10 5 split_gain=5.89888e+06 6.96698e+06 7.12715e+06 3.44211e+06 1.43184e+07 2.83687e+07 7.36501e+06 5.56688e+06 1.46099e+06 2.12579e+06 1.02772e+06 5.48742e+06 1.21589e+06 921480 798488 2.88621e+06 2.74515e+07 3.35802e+06 464254 767352 745676 72022.1 threshold=2871.8940000000007 1876.5445000000002 1528.9670000000003 2779.5510000000008 484.50915000000003 2.3191100000000007 870.71080000000018 885.78750000000014 683.01949999999999 322.86800000000011 2763.7525000000005 970.01225000000011 19.643625000000004 2447.4425000000006 3.3935000000000004 0 383.33200000000005 2773.7250000000004 1 586.56060000000014 1797.2975000000001 54.992700000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 left_child=3 8 -3 10 5 6 7 -5 9 21 13 12 -12 14 18 16 -16 -17 19 -1 -20 -2 right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 15 17 -18 -19 20 -21 -22 -23 leaf_value=0.02924500094660417 -0.72072046483938512 -9.7702518329620371 -1.6079396985924763 0.88599751234054569 -4.280451179273201 14.01689757013321 -2.7323177785170931 7.3475473043918615 -2.5850394410353443 2.6035794901847842 2.2039738032023113 -4.1400325391027666 -0.53955119705200194 1.6977645228803158 0.31904744812746844 0.033710888982029556 11.692466746243563 -1.6998611039455449 -0.0092244843061905675 0.75603315662031312 1.0230121937308991 -1.5189175720214843 leaf_weight=29093 26 20 23 40 33 20 35 20 26 24 30 36 35 32 600 47721 22 112 285108 146 70 20 leaf_count=29093 26 20 23 40 33 20 35 20 26 24 30 36 35 32 600 47721 22 112 285108 146 70 20 internal_value=0 -2.05921 -5.40436 0.0012342 1.52596 3.19215 0.91326 3.03985 -0.560856 0.190983 0.000612554 -1.00798 0.726691 0.000893256 0.000743617 0.0385305 0.709909 0.0296456 -0.00507974 0.0328629 -0.0089708 -1.06776 internal_weight=0 139 43 363153 148 115 95 60 96 70 363005 101 65 362904 362872 48455 622 47833 314417 29239 285178 46 internal_count=363292 139 43 363153 148 115 95 60 96 70 363005 101 65 362904 362872 48455 622 47833 314417 29239 285178 46 cat_boundaries=0 6 12 cat_threshold=8388608 0 0 65536 640 10 2148008064 17924096 2156924548 4473393 268442640 529448 is_linear=0 shrinkage=0.01 Tree=663 num_leaves=28 num_cat=1 split_feature=6 4 10 1 10 7 2 26 13 2 0 8 7 7 25 14 9 2 0 1 1 19 6 10 14 0 26 split_gain=5.78149e+06 6.82834e+06 6.98532e+06 3.37361e+06 1.40335e+07 2.86808e+07 9.02012e+06 6.40857e+06 1.43191e+06 2.08349e+06 1.2119e+06 763234 1.46554e+06 1.0437e+06 9.77928e+06 1.13826e+07 3.70182e+06 1.50014e+06 1.06683e+06 2.58387e+06 6.54537e+06 927120 1.08975e+06 886518 836268 767444 481566 threshold=2871.8940000000007 1876.5445000000002 1528.9670000000003 2779.5510000000008 484.50915000000003 137.82320000000001 4.7879500000000013 2022.5000000000002 683.01949999999999 322.86800000000011 1836.963 2877.4750000000008 458.04858100000007 1489.0961200000002 0 709.17750000000012 182.40500000000003 1092.7150000000004 2773.7250000000004 175.09550000000004 959.97700000000009 2191.9772225000002 109.241 1797.2975000000001 254.21200000000002 3.3935000000000004 2022.5000000000002 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 left_child=3 8 -3 11 5 6 7 -5 9 -2 -8 13 -13 18 15 16 -15 23 21 26 -21 25 -23 -16 -14 -1 -20 right_child=1 2 -4 4 -6 -7 10 -9 -10 -11 -12 12 24 14 17 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 leaf_value=-0.0048907786776856959 -1.0570850764409356 -9.6725490455627448 -1.5918602918541951 7.1569361794513204 -4.2376466184673891 11.963160803658623 -4.6483599342618671 -0.48376919320651462 -2.5591890980647163 2.5775436302026113 -1.2898466610908508 0.57271167013380264 -3.4725257774021316 3.7295973262271365 -0.20407997792788915 9.0500029994964599 -0.49901103851643014 -3.1909997281161218 -3.1650361374446323 5.0936357526779181 -2.3425632646166044 -0.20558742915590603 -3.1638036613464355 -2.378499036516462 -0.83036415176391598 0.037976412174147253 -1.3023314129269641 leaf_weight=314270 46 20 23 23 33 28 21 21 26 24 22 36 23 37 175 25 47 22 35 20 29 33 20 21 25 48164 23 leaf_count=314270 46 20 23 23 33 28 21 21 26 24 22 36 23 37 175 25 47 22 35 20 29 33 20 21 25 48164 23 internal_value=0 -2.03862 -5.35032 0.00122186 1.51071 3.16023 0.327106 3.51024 -0.555248 0.189073 -2.93005 0.000606428 -0.952495 0.000827029 0.565527 2.8638 1.36359 -0.683616 0.000317763 -0.998051 0.69262 0.000612465 -1.3219 -0.437053 -2.0964 0.00080586 -2.42638 internal_weight=0 139 43 363153 148 115 87 44 96 70 43 363005 84 362921 327 109 84 218 362594 107 49 362487 53 196 48 362434 58 internal_count=363292 139 43 363153 148 115 87 44 96 70 43 363005 84 362921 327 109 84 218 362594 107 49 362487 53 196 48 362434 58 cat_boundaries=0 6 cat_threshold=32768 0 256 0 2097152 1024 is_linear=0 shrinkage=0.01 Tree=664 num_leaves=21 num_cat=1 split_feature=8 19 3 13 7 1 13 3 7 26 4 19 5 15 14 3 25 4 10 10 split_gain=3.90836e+06 8.14728e+06 1.40663e+07 2.34561e+06 4.18967e+06 3.44029e+06 2.55437e+07 1.01287e+07 9.42827e+06 2.77305e+06 1.2745e+06 1.15778e+06 2.62432e+06 1.28588e+06 5.67477e+06 703864 3.29954e+06 877222 664077 75857.5 threshold=2877.4750000000008 153.95500000000001 2692.2960000000003 2899.2375000000006 1113.0755000000001 2779.5510000000008 320.24300000000005 870.71080000000018 152.51925000000003 2022.5000000000002 970.01225000000011 2191.9772225000002 284.82500000000005 2640.1488000000004 709.17750000000012 314.62380000000002 0 2632.2792750000003 32.38750000000001 172.53300000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=3 2 10 5 18 11 7 9 -9 -7 19 13 -13 15 -15 17 -17 -1 -5 -2 right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 leaf_value=-0.00092133883804389053 0.025650823012642238 4.0347209091186524 -9.1294160701610423 -1.2238998022178809 -5.4471262920986518 3.9474715147018435 11.468658070997758 -7.3864031041490623 1.1870306993567425 0.093173166785921371 -2.2426159384942825 0.25086707667344149 -4.1330280399322508 -1.2622766709327697 5.5634736878531319 0.43260331709359073 -0.12869926985491809 1.4111452920455485 1.2433601303100585 0.86773313236236582 leaf_weight=358602 23 20 27 24 22 40 22 29 23 35 31 36 22 29 21 1927 2275 44 20 20 leaf_count=358602 23 20 27 24 22 40 22 29 23 35 31 36 22 29 21 1927 2275 44 20 20 internal_value=0 -1.7965 -2.9512 0.00103567 -1.88399 0.0013783 1.52058 -0.202709 -3.59431 2.1488 -0.696979 0.000754645 -1.41199 0.000980436 1.60454 0.000759467 0.129432 -0.000748101 -0.102418 0.417317 internal_weight=0 121 101 363171 66 363105 149 127 52 75 74 362956 58 362898 50 362848 4202 358646 44 43 internal_count=363292 121 101 363171 66 363105 149 127 52 75 74 362956 58 362898 50 362848 4202 358646 44 43 cat_boundaries=0 6 cat_threshold=2147872 142672960 201851157 0 17408 67 is_linear=0 shrinkage=0.01 Tree=665 num_leaves=23 num_cat=1 split_feature=18 6 8 6 4 2 0 3 26 26 26 2 7 5 3 7 2 2 8 24 14 11 split_gain=4.56657e+06 1.33879e+07 3.72556e+06 2.93409e+07 7.60734e+06 3.0062e+07 2.63161e+06 9.93523e+06 1.03985e+07 4.4628e+06 2.55609e+06 2.76246e+06 1.7813e+06 1.30264e+06 6.39771e+06 1.0746e+07 1.18689e+06 935120 706203 2.63035e+06 988438 521252 threshold=2924.8625000000006 685.98275000000012 2877.4750000000008 2871.8940000000007 2632.2792750000003 1800.6974500000001 2773.7250000000004 104.20500000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 192.11889000000002 1113.0755000000001 1874.1882800000003 1278.9218000000003 543.29875000000015 215.24100000000001 1444.3300000000002 998.8850000000001 0 1541.2800000000002 121.42500000000003 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=2 -2 4 12 6 10 13 8 -8 -9 11 -6 21 18 17 -16 -12 -15 20 -20 -1 -4 right_child=1 -3 3 -5 5 -7 7 9 -10 -11 16 -13 -14 14 15 -17 -18 -19 19 -21 -22 -23 leaf_value=-0.0013089424778007972 1.3784571383680617 -9.3338335189819333 -0.48062680146273445 11.880618083788002 -0.33709451919510253 -11.190460693995158 6.9062984911600749 -4.2952147013346353 -0.69430891307195031 0.86426576739863348 0.067836811927057081 4.8558659934997559 -2.7045501077175143 0.069956058205424484 -2.1255562076568602 7.0631636118207659 -3.0567611961364749 -2.1898846853347051 1.6192782774497203 -0.015803782271814872 -0.84779152833897131 1.5539136283397676 leaf_weight=361652 28 20 34 23 21 30 45 30 30 38 31 20 32 143 20 35 20 21 117 445 138 20 leaf_count=361652 28 20 34 23 21 30 45 30 30 38 31 20 32 143 20 35 20 21 117 445 138 20 internal_value=0 -3.085 -0.00036514 1.84812 -0.000920447 -2.4976 -8.06799e-05 1.35622 3.86606 -1.41198 0.337022 2.19606 -0.834984 -0.000615613 0.770392 3.72181 -1.1575 -0.219414 -0.0010816 0.353127 -0.00163182 0.272907 internal_weight=0 48 362945 109 362836 122 362714 143 75 68 92 41 86 362571 219 55 51 164 362352 562 361790 54 internal_count=362993 48 362945 109 362836 122 362714 143 75 68 92 41 86 362571 219 55 51 164 362352 562 361790 54 cat_boundaries=0 1 cat_threshold=35 is_linear=0 shrinkage=0.01 Tree=666 num_leaves=23 num_cat=0 split_feature=18 6 9 2 4 2 1 1 7 0 0 2 1 5 5 16 7 19 6 8 11 2 split_gain=4.4757e+06 1.31215e+07 4.62216e+06 4.84068e+07 7.92435e+06 2.36597e+07 5.95722e+06 4.72976e+06 2.378e+06 1.5637e+06 1.53666e+06 1.17016e+07 3.39627e+06 1.92654e+06 1.81161e+06 1.05359e+07 2.19081e+06 843643 1.24377e+06 683039 677592 669141 threshold=2924.8625000000006 685.98275000000012 2724.2674800000009 2593.0505000000003 2632.2792750000003 2593.0505000000003 1461.4925000000003 355.00374000000005 1888.9124200000003 635.67100000000016 2773.7250000000004 73.663000000000025 2779.5510000000008 325.39000000000004 1874.1882800000003 1159.9970000000001 572.8955000000002 1711.5412500000002 275.94813500000004 998.8850000000001 44.815425000000005 12.50445 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 8 10 6 7 21 9 20 14 -12 13 -13 17 16 -16 19 -19 -1 -4 -6 right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 11 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.001383024753062116 1.3646725583076478 -9.2404952878952038 0.19623907883961994 16.144181789398196 0.59051129139959813 -10.999103733943059 -4.2168556412335105 5.2849737763404852 -4.0365121579170227 2.1597322146097819 4.1424800224015206 -1.9770649272384067 -5.1145711374282836 1.6247892823042693 -0.56566313062915363 7.4734337000413369 1.703663419087728 -0.19962754320941475 -2.8749114257812498 0.34265426116212433 -2.0580759627024334 -1.5929796356201171 leaf_weight=361676 28 20 24 20 32 26 29 20 20 21 66 33 20 27 131 22 63 57 25 578 30 25 leaf_count=361676 28 20 24 20 32 26 29 20 20 21 66 33 20 27 131 22 63 57 25 578 30 25 internal_value=0 -3.05415 -0.000361047 2.00413 -0.000996377 -2.45071 -0.353938 1.10093 -0.97272 -0.155709 -0.000104829 1.02561 -1.54582 -0.356231 -0.000517884 0.915021 0.171283 -0.00106367 -1.01526 -0.000834091 -1.05616 -0.36716 internal_weight=0 48 362945 115 362830 132 106 77 95 75 362698 146 80 60 362552 216 194 362336 82 362254 54 57 internal_count=362993 48 362945 115 362830 132 106 77 95 75 362698 146 80 60 362552 216 194 362336 82 362254 54 57 is_linear=0 shrinkage=0.01 Tree=667 num_leaves=18 num_cat=1 split_feature=18 16 9 6 7 5 11 5 12 6 7 21 5 21 25 12 11 split_gain=4.38664e+06 1.29372e+07 4.53018e+06 3.17596e+07 4.77109e+06 1.29585e+07 1.52803e+06 7.89844e+06 1.49987e+06 2.00457e+06 928616 796845 2.15339e+06 826396 819201 478470 324263 threshold=2924.8625000000006 1333.2175000000002 2724.2674800000009 2871.8940000000007 2690.3565000000003 1874.1882800000003 2995.7383125000001 834.63750000000016 117.55085000000001 512.71000000000015 987.73900000000015 734.08380000000011 483.99125000000009 675.37914000000012 0 198.77400000000003 323.67825000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=2 -2 4 10 6 8 11 -8 9 -6 15 13 16 14 -1 -4 -13 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=0.18116487492099284 1.3640724873542787 -9.1663557338714607 -0.67564772486686708 11.955120690917967 -0.74587127880616622 -8.587196890513102 -1.2577047856194632 6.4997818685713264 -2.1275430197185941 3.2662777280807496 -1.9738856528934678 -0.32508795668907242 -2.7753954521390169 1.8951846762325455 -0.0016477470078616995 1.2960434589385985 0.89672176581162677 leaf_weight=2458 28 20 32 25 33 24 35 21 27 20 38 132 38 23 359993 20 26 leaf_count=2458 28 20 32 25 33 24 35 21 27 20 38 132 38 23 359993 20 26 internal_value=0 -3.02361 -0.000357437 1.98409 -0.000986414 -2.14254 -0.000372391 1.65135 -0.209148 0.768147 -0.785639 -0.000627434 -0.638071 -0.000282751 -0.000403031 0.082695 -0.124031 internal_weight=0 48 362945 115 362830 104 362726 56 80 53 90 362670 196 362474 362451 52 158 internal_count=362993 48 362945 115 362830 104 362726 56 80 53 90 362670 196 362474 362451 52 158 cat_boundaries=0 5 cat_threshold=1048576 0 0 0 128 is_linear=0 shrinkage=0.01 Tree=668 num_leaves=24 num_cat=0 split_feature=18 6 9 2 4 2 0 4 0 9 8 0 3 26 2 9 5 16 6 19 6 8 5 split_gain=4.29934e+06 1.27353e+07 4.44003e+06 4.71347e+07 7.73352e+06 2.31317e+07 3.76878e+06 2.28775e+06 2.28246e+06 2.05095e+06 2.35221e+06 1.5145e+06 1.23696e+07 1.00238e+07 4.5173e+06 2.01147e+06 1.78387e+06 1.03369e+07 1.80622e+06 825721 1.21833e+06 668023 560456 threshold=2924.8625000000006 685.98275000000012 2724.2674800000009 2593.0505000000003 2632.2792750000003 2593.0505000000003 172.16250000000002 1115.3337000000004 267.74254750000006 787.73500000000001 321.9405000000001 2773.7250000000004 104.20500000000001 2022.5000000000002 1800.6974500000001 365.76300000000003 1874.1882800000003 1159.9970000000001 1295.575 1711.5412500000002 275.94813500000004 998.8850000000001 54.992700000000006 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 7 11 6 -6 8 22 10 -8 16 13 -13 15 -14 19 18 -18 21 -21 -1 -4 right_child=1 -3 3 -5 5 -7 9 -9 -10 -11 -12 12 14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 leaf_value=-0.0013631476894191087 1.3599502314840044 -9.0880179424285892 -0.11397342046101888 15.917271202087402 2.0263991015568013 -10.87347518334022 -5.5263634895710725 -3.3143032067397549 2.8757130279541014 0.55506264396335769 -0.79329041810262768 6.8161323795318607 1.4744086284107634 -0.50504352644085881 -5.7964839629693463 -2.7097515292167662 0.6475438735423944 7.4041647507927637 -1.7837194909547507 -0.19716723694613106 -2.8449437828063964 0.33887160703591412 -2.3236695619062946 leaf_weight=361676 28 20 24 20 41 26 21 29 20 23 21 45 27 32 22 20 156 22 38 57 25 578 22 leaf_count=361676 28 20 24 20 41 26 21 29 20 23 21 45 27 32 22 20 156 22 38 57 25 578 22 internal_value=0 -2.99337 -0.000353813 1.96425 -0.0009765 -2.42102 -0.347773 -0.973228 0.0554268 -1.84533 -3.15983 -9.57521e-05 1.01819 3.77357 -2.05665 -0.306085 -0.000505817 0.907996 0.171317 -0.0010474 -1.00442 -0.000820281 -1.17078 internal_weight=0 48 362945 115 362830 132 106 95 66 65 42 362698 146 77 69 47 362552 216 194 362336 82 362254 46 internal_count=362993 48 362945 115 362830 132 106 95 66 65 42 362698 146 77 69 47 362552 216 194 362336 82 362254 46 is_linear=0 shrinkage=0.01 Tree=669 num_leaves=25 num_cat=1 split_feature=18 16 9 2 4 2 1 1 7 0 0 3 1 1 10 5 16 7 26 11 2 24 4 4 split_gain=4.21378e+06 1.25566e+07 4.35167e+06 4.61967e+07 7.57962e+06 2.26714e+07 5.79654e+06 4.65214e+06 2.34377e+06 1.51963e+06 1.48436e+06 1.21234e+07 2.16281e+07 7.62981e+06 2.17688e+06 1.74837e+06 1.01312e+07 2.16757e+06 722614 667402 636872 510938 1.64016e+06 1.15486e+06 threshold=2924.8625000000006 1333.2175000000002 2724.2674800000009 2593.0505000000003 2632.2792750000003 2593.0505000000003 1461.4925000000003 355.00374000000005 1888.9124200000003 635.67100000000016 2773.7250000000004 104.20500000000001 185.21731000000003 1891.4572200000002 119.33100000000002 1874.1882800000003 1159.9970000000001 572.8955000000002 2022.5000000000002 44.815425000000005 12.50445 0 625.2833710000001 1876.5445000000002 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=2 -2 4 8 10 6 7 20 9 19 15 12 18 14 -13 21 17 -17 -12 -4 -6 23 -23 -1 right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 11 13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 leaf_value=-0.017097924821638168 1.3592207329613823 -9.0151559615135195 0.20289085229237874 15.758097721099853 0.56911697823554275 -10.764740389310395 -4.1547585530116642 5.240390061855317 -4.0051622501611712 2.1301962089538575 1.6276158302061021 2.3596153717041015 12.683017284393312 -6.5894494528075063 -2.0666581069231036 -0.56342437128984291 7.3301228562810206 1.693837170260293 -0.63298166183324955 -2.0344104601542154 -1.5610732772827149 0.0057917973430638547 0.4383002514625815 -1.350390707419469 leaf_weight=120873 28 20 24 20 32 26 29 20 20 21 31 25 20 24 20 131 22 63 26 30 25 240518 880 65 leaf_count=120873 28 20 24 20 32 26 29 20 20 21 31 25 20 24 20 131 22 63 26 30 25 240518 880 65 internal_value=0 -2.96344 -0.000350275 1.94461 -0.000966735 -2.39681 -0.344295 1.09081 -0.963495 -0.152384 -9.47949e-05 1.00801 3.73583 -2.03608 0.392383 -0.000500759 0.898916 0.169604 0.596466 -1.04005 -0.365177 -0.00103693 0.00736817 -0.0178131 internal_weight=0 48 362945 115 362830 132 106 77 95 75 362698 146 77 69 45 362552 216 194 57 54 57 362336 241398 120938 internal_count=362993 48 362945 115 362830 132 106 77 95 75 362698 146 77 69 45 362552 216 194 57 54 57 362336 241398 120938 cat_boundaries=0 1 cat_threshold=2696 is_linear=0 shrinkage=0.01 Tree=670 num_leaves=29 num_cat=2 split_feature=6 8 15 7 1 5 0 6 3 26 0 9 5 12 0 3 19 5 25 15 12 3 19 10 3 0 25 12 split_gain=7.94528e+06 8.87494e+06 6.22714e+06 1.07453e+07 3.31201e+06 1.4281e+07 2.51052e+07 1.43686e+07 8.99526e+06 2.94888e+06 2.09786e+06 1.48838e+06 2.49139e+06 1.30575e+06 2.69627e+06 1.34151e+06 795249 5.57825e+06 2.15916e+06 4.87648e+06 944894 1.85309e+06 1.16826e+06 873065 574112 2.6935e+06 498285 471536 threshold=2871.8940000000007 2877.4750000000008 10.666750000000002 903.12057500000003 2779.5510000000008 26.141250000000007 1501.0951200000002 1118.3050000000001 1471.8415000000002 2022.5000000000002 55.47025750000001 1889.5600000000002 2763.7525000000005 729.25800000000015 412.47230000000008 642.60925000000009 249.43974 1530.4632000000001 0 254.38525000000004 875.1645000000002 1278.9218000000003 3.5264565000000005 1797.2975000000001 2692.2960000000003 5.882454000000001 1 119.62250000000002 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 9 2 left_child=4 2 3 10 11 6 9 8 -7 -6 -2 16 13 15 -15 27 20 18 19 -18 24 22 -22 -20 26 -26 -1 -13 right_child=1 -3 -4 -5 5 7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 17 -19 23 -21 21 -23 -24 -25 25 -27 -28 -29 leaf_value=0.039068625908982177 -0.73125383541864508 -7.09665074717614 -5.0276730953413864 5.3908470480782649 3.0376339105459365 -0.99570704274707367 13.020890129208565 3.8358041274163033 -9.6098445510864252 -1.7251098933586706 -4.8128542969226844 -0.1765846636034038 -4.2102710738182063 -1.8512183247804643 2.3999352782481429 -3.1628338302612304 0.34091946588876926 5.3615899376642142 0.070706651156059189 5.2717363949068305 -0.37386559578006184 -2.5265738065426167 1.8911481310923897 -1.8571706838409106 2.9761273092382097 -0.75316402265760629 -0.0041973574788245743 -1.8769814444723585 leaf_weight=28930 34 31 29 28 26 27 24 31 22 26 20 73 20 25 37 25 78 21 1106 27 445 39 24 24 34 45 331830 21 leaf_count=28930 34 31 29 28 26 27 24 31 22 26 20 73 20 25 37 25 78 21 1106 27 445 39 24 24 34 45 331830 21 internal_value=0 -2.36602 -1.04485 0.363707 -0.000124275 1.45664 4.56088 -1.49238 -4.86328 0.656262 -2.24296 -0.000750662 -0.861027 -0.490945 0.68576 -1.10402 -0.000273789 0.250917 0.164015 1.46894 -0.0011469 -0.432124 -0.257959 0.0294995 -0.000540155 0.851847 -0.000726813 -0.556461 internal_weight=0 142 111 82 362960 156 76 80 49 52 54 362804 201 181 62 119 362603 1256 1235 105 361347 508 469 1130 360839 79 360760 94 internal_count=363102 142 111 82 362960 156 76 80 49 52 54 362804 201 181 62 119 362603 1256 1235 105 361347 508 469 1130 360839 79 360760 94 cat_boundaries=0 4 10 cat_threshold=66560 134217792 16 1048576 8388608 32772 1115664 1145315632 272763009 805335073 is_linear=0 shrinkage=0.01 Tree=671 num_leaves=22 num_cat=0 split_feature=8 3 0 5 3 2 4 12 9 5 19 2 5 0 0 3 14 11 0 20 10 split_gain=6.24086e+06 1.01998e+07 2.54601e+06 1.28018e+07 9.62203e+06 6.41261e+06 4.94311e+06 1.7015e+06 1.55683e+06 1.53135e+06 1.16576e+06 1.05603e+06 3.59948e+06 4.05077e+06 1.71633e+06 1.62497e+06 5.13881e+06 960704 911325 750757 327573 threshold=2877.4750000000008 2692.2960000000003 2773.7250000000004 95.88300000000001 148.57200000000003 27.046500000000005 2632.2792750000003 30.912210000000005 2724.2674800000009 834.63750000000016 2812.9105000000004 2593.0505000000003 26.141250000000007 191.25070000000002 746.42750000000012 2692.2960000000003 18.604400000000002 301.05075000000005 241.84230000000002 2447.4425000000006 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 left_child=2 17 8 4 5 -4 7 -5 10 18 11 15 13 -13 -14 19 -17 20 -10 -1 -2 right_child=1 -3 3 6 -6 -7 -8 -9 9 -11 -12 12 14 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=-0.00082735188636404709 -0.24569646581013999 -6.9141644462417151 3.8381525030323105 1.6959742980957031 9.4358871212872586 -2.621101335178722 -5.6668529868622626 -2.1171686190908607 -1.2864381513924434 -2.8094086953309865 1.9706519400278728 -1.0560311538793825 -0.90478248842300912 4.1226120990255604 -4.181604771469579 2.8339402981658481 -2.1459420712788901 -1.6918222274007024 1.4882921104431153 1.7321573162078858 1.3827329217819939 leaf_weight=362443 30 34 51 25 22 22 24 22 29 39 30 44 31 23 33 67 30 37 20 25 21 leaf_count=362443 30 34 51 25 22 22 24 22 29 39 30 44 31 23 33 67 30 37 20 25 21 internal_value=0 -2.2624 -0.000278954 1.23788 3.63864 1.89153 -1.97441 -0.0889011 -0.000845455 -1.33077 -0.000522806 -0.000685849 -0.89837 0.721712 -2.59439 -0.000361503 1.29377 -0.465124 -0.153895 -0.000707825 0.424833 internal_weight=0 122 362980 166 95 73 71 47 362814 88 362726 362696 131 67 64 362565 97 88 49 362468 51 internal_count=363102 122 362980 166 95 73 71 47 362814 88 362726 362696 131 67 64 362565 97 88 49 362468 51 is_linear=0 shrinkage=0.01 Tree=672 num_leaves=24 num_cat=0 split_feature=6 8 15 7 1 13 2 26 0 0 2 5 0 8 20 9 13 0 5 13 11 5 1 split_gain=7.66234e+06 8.55873e+06 6.07761e+06 1.05563e+07 3.24001e+06 1.48603e+07 6.20665e+06 5.18083e+06 4.99649e+06 2.05457e+06 1.97612e+06 3.90064e+06 1.62955e+06 996760 685780 700562 2.23385e+06 3.33924e+06 2.0705e+06 759722 1.16502e+06 770361 410868 threshold=2871.8940000000007 2877.4750000000008 10.666750000000002 903.12057500000003 2779.5510000000008 320.24300000000005 1800.6974500000001 2022.5000000000002 988.99750000000006 55.47025750000001 2593.0505000000003 1121.68056 688.40820000000008 9.3820000000000032 2447.4425000000006 1889.5600000000002 1280.8870000000004 412.47230000000008 658.22750000000008 1950.3035000000002 826.40400000000011 1287.5327000000002 166.66900000000001 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 9 10 6 7 8 -6 -2 14 12 22 -9 15 19 18 -18 -17 21 -21 -1 -12 right_child=1 -3 -4 -5 5 -7 -8 13 -10 -11 11 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 leaf_value=-0.00039007431519885629 -0.72215262569925354 -6.9691001356801676 -4.96079993798815 5.3481742504664833 0.65048248817180765 8.1870103270919223 -3.9559422658284507 -2.4234043672349719 6.8917269117935849 -4.7614186093807227 -0.46150612170046024 -3.9785527973561678 1.8245535186241413 0.52201714530587195 1.4869869989733542 -0.51100753130281673 -1.2932575570453297 4.3524944272041317 -3.3005050529374018 -0.19809566476711862 -2.7027228967960064 0.4187682910891492 -2.1352367981997404 leaf_weight=361931 34 31 29 28 29 27 30 27 23 20 44 37 29 20 31 102 22 20 36 65 26 439 22 leaf_count=361931 34 31 29 28 29 27 30 27 23 20 44 37 29 20 31 102 22 20 36 65 26 439 22 internal_value=0 -2.32351 -1.02609 0.365455 -0.000120004 1.44073 0.0287122 1.23618 3.41103 -2.21818 -0.000739545 -1.22406 -0.151257 -1.17003 -0.000294299 -0.000421437 -0.624126 1.3952 -1.2387 -0.000111702 -0.913703 0.000117723 -1.01942 internal_weight=0 142 111 82 362960 156 129 99 52 54 362804 132 95 47 362672 362641 180 42 138 362461 91 362370 66 internal_count=363102 142 111 82 362960 156 129 99 52 54 362804 132 95 47 362672 362641 180 42 138 362461 91 362370 66 is_linear=0 shrinkage=0.01 Tree=673 num_leaves=21 num_cat=0 split_feature=8 3 0 7 10 3 2 7 9 5 3 19 2 5 0 0 3 7 0 20 split_gain=6.0063e+06 9.8585e+06 2.4862e+06 1.56893e+07 5.1454e+07 3.16126e+07 4.16236e+06 2.08398e+06 1.51997e+06 1.50711e+06 1.28604e+06 1.13619e+06 1.01034e+06 3.50451e+06 3.95261e+06 1.67537e+06 1.58873e+06 5.96508e+06 888361 723116 threshold=2877.4750000000008 2692.2960000000003 2773.7250000000004 148.25225000000003 152.20455000000001 353.54500000000002 27.046500000000005 1113.0755000000001 2724.2674800000009 834.63750000000016 170.71200000000002 2812.9105000000004 2593.0505000000003 26.141250000000007 191.25070000000002 746.42750000000012 2692.2960000000003 710.08000000000004 241.84230000000002 2447.4425000000006 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 7 8 5 -5 6 -4 10 11 18 -2 12 16 14 -14 -15 19 -18 -10 -1 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12 -13 13 15 -16 -17 17 -19 -20 -21 leaf_value=-0.00081715368644165432 -0.41536863669753077 -6.7927488650995143 3.895313615269131 18.392321308135987 -1.6126240786578923 -9.7245243746439627 -0.97471126849834733 -2.3020328475369349 -1.2655765244056438 -2.7818082299599278 2.8171332929134372 1.9455080552001796 -1.0362318017536944 -0.88289340449917708 4.0792829480378527 -4.1203796155524977 -0.18199261923631033 5.4876775627136229 1.4739706382751465 1.6999660315990448 leaf_weight=362443 32 34 54 20 36 30 26 36 29 39 20 30 44 31 23 33 72 25 20 25 leaf_count=362443 32 34 54 20 36 30 26 36 29 39 20 30 44 31 23 33 72 25 20 25 internal_value=0 -2.21947 -0.000272698 1.22326 5.532 -0.970284 2.31256 -0.452526 -0.000832505 -1.31492 0.827901 -0.000513698 -0.000674661 -0.878725 0.71984 -2.55222 -0.000357409 1.27926 -0.147394 -0.000699848 internal_weight=0 122 362980 166 56 110 80 88 362814 88 52 362726 362696 131 67 64 362565 97 49 362468 internal_count=363102 122 362980 166 56 110 80 88 362814 88 52 362726 362696 131 67 64 362565 97 49 362468 is_linear=0 shrinkage=0.01 Tree=674 num_leaves=29 num_cat=1 split_feature=6 4 12 1 5 0 6 3 10 2 5 0 4 0 3 24 5 1 8 1 8 10 7 0 1 11 3 5 split_gain=7.42964e+06 1.10531e+07 7.21605e+06 3.17442e+06 1.40759e+07 2.44758e+07 1.40327e+07 8.79852e+06 2.28201e+06 1.89405e+06 3.76864e+06 1.60475e+06 1.172e+06 1.1663e+06 772638 7.21756e+06 6.63041e+06 3.39309e+06 2.24677e+06 2.34498e+06 1.71375e+06 661716 1.70251e+06 565642 6.80731e+06 595475 438012 53830.4 threshold=2871.8940000000007 2632.2792750000003 977.87575000000004 2779.5510000000008 26.141250000000007 1501.0951200000002 1118.3050000000001 1471.8415000000002 893.42000000000007 2593.0505000000003 1121.68056 688.40820000000008 297.30250000000007 53.8705 1854.9329420000001 0 1287.5327000000002 584.17800000000011 93.060750000000013 42.033000000000008 998.8850000000001 2855.9890500000006 24.198750000000004 2773.7250000000004 554.77325000000008 177.60300000000004 65.182000000000002 118.90150000000001 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 left_child=3 8 -3 9 5 13 7 -6 12 14 11 26 27 -5 21 16 17 -16 19 -17 -20 23 -23 25 -25 -1 -11 -2 right_child=1 2 -4 4 6 -7 -8 -9 -10 10 -12 -13 -14 -15 15 18 -18 -19 20 -21 -22 22 -24 24 -26 -27 -28 -29 leaf_value=-0.0021608074064968382 -0.33719308387974034 -10.737961518423898 -2.4479506056649347 2.2701928846041359 -1.0079211925577236 12.861228032906849 3.7638479553499531 -9.5273324931751606 1.5343310949537488 -1.5814535029638899 -3.9058642913199759 1.8168340735599913 -3.5492317569823491 -0.73395800454275939 -0.13168974064014577 -1.4683574879446695 7.0549419703850376 4.6055143980752851 -4.2643823501041958 1.9910186878840128 -0.85135635099103368 0.69427927107810972 -2.9962614273071289 2.2578354324340819 -3.7675827178955079 0.11292698034248771 0.14668006463484332 -1.0465569839477538 leaf_weight=357730 23 21 21 24 27 24 31 22 36 44 37 29 21 28 54 43 26 21 28 36 31 25 25 75 25 4553 22 20 leaf_count=357730 23 21 21 24 27 24 31 22 36 44 37 29 21 28 54 43 26 21 28 36 31 25 25 75 25 4553 22 20 internal_value=0 -2.28795 -6.59296 -0.000113438 1.42607 4.50794 -1.5017 -4.83296 -0.479845 -0.000726675 -1.19838 -0.143882 -1.61282 0.652573 -0.000290772 0.568099 2.45976 1.19473 -0.927415 0.108067 -2.4711 -0.000665587 -1.15099 -0.00050687 0.751481 -0.000714439 -1.00541 -0.66713 internal_weight=0 142 42 362960 156 76 80 49 100 362804 132 95 64 52 362672 239 101 75 138 79 59 362433 50 362383 100 362283 66 43 internal_count=363102 142 42 362960 156 76 80 49 100 362804 132 95 64 52 362672 239 101 75 138 79 59 362433 50 362383 100 362283 66 43 cat_boundaries=0 1 cat_threshold=2642 is_linear=0 shrinkage=0.01 Tree=675 num_leaves=26 num_cat=0 split_feature=14 4 4 2 0 18 6 0 0 16 15 6 2 16 11 20 2 6 26 16 2 7 14 11 15 split_gain=2.78936e+06 1.13439e+07 7.00868e+06 4.00876e+07 4.63873e+06 3.05354e+06 2.97304e+06 2.98236e+06 1.3938e+06 1.38422e+06 1.44089e+06 1.28717e+06 973010 915021 3.07688e+06 1.68977e+06 827180 1.5008e+06 599869 388496 380895 204014 145878 41765.3 1288.65 threshold=1867.1242800000002 2632.2792750000003 2632.2792750000003 2593.0505000000003 1501.0951200000002 2044.7545000000002 300.14450000000005 33.002500000000005 1114.9175000000002 2836.7725000000005 1425.0630000000003 738.75250000000005 7.7315000000000014 940.75000000000011 1156.9900000000002 486.79575000000006 2593.0505000000003 117.13140000000003 2022.5000000000002 72.168250000000015 720.28944000000013 169.55125000000001 15.588750000000003 19.0425 1797.3406500000003 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 5 9 4 6 8 7 -4 11 10 13 21 22 16 15 -15 18 -18 -1 -14 -21 23 24 -2 -12 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 12 -13 19 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=0.012456269900100212 -0.27569630437427101 -8.3561874810457226 0.31512136829085646 11.907897916851621 -3.5179533806774352 3.0152359618311344 -1.5187378361565727 5.1650280401820226 1.2786725317913554 2.1124993735708055 0.075313346755915681 -3.3678436396672176 -0.6254437138416149 0.53362031672719268 3.7117053897040235 -1.8554790968053483 0.10588994073867798 -2.0175489966074625 -0.013285445681433122 -1.4073510880043378 -2.9867273822197546 -1.635018940880185 -0.70453141024618438 -0.84564501005411152 0.16805244176618517 leaf_weight=181202 36 20 32 33 36 23 35 21 23 31 29 26 27 229 28 34 80 57 180909 37 26 21 33 20 31 leaf_count=181202 36 20 32 33 36 23 35 21 23 31 29 26 27 229 28 34 80 57 180909 37 26 21 33 20 31 internal_value=0 -1.28462 0.000399221 2.11279 -0.493973 -0.335419 0.74311 2.23678 -0.947046 -0.000515024 -0.000695613 -1.44405 -0.887813 -0.00024782 0.560277 0.224763 -0.000698098 -0.777585 -0.000404174 -1.62904 -2.05916 -0.794459 -0.170493 -0.479249 0.123229 internal_weight=0 169 362910 157 124 149 88 53 126 362753 362722 103 183 362539 291 263 362248 137 362111 90 63 77 93 56 60 internal_count=363079 169 362910 157 124 149 88 53 126 362753 362722 103 183 362539 291 263 362248 137 362111 90 63 77 93 56 60 is_linear=0 shrinkage=0.01 Tree=676 num_leaves=34 num_cat=1 split_feature=3 10 7 2 11 5 1 9 0 3 5 1 2 25 18 9 1 10 8 1 0 0 0 0 1 2 14 1 19 5 2 10 0 split_gain=3.72975e+06 2.57373e+07 8.81533e+07 1.89514e+07 6.40256e+06 4.3812e+06 1.88852e+06 7.04719e+06 7.16943e+06 6.37183e+06 4.17077e+06 1.28382e+06 857321 2.77777e+06 2.99129e+06 3.91611e+06 1.0263e+06 1.66864e+06 1.7661e+06 1.51873e+06 3.68236e+06 2.01768e+06 796436 769419 7.50496e+06 9.95705e+06 607493 1.78605e+06 949228 704218 4.80935e+06 1.09165e+06 332330 threshold=2692.2960000000003 152.20455000000001 148.25225000000003 2593.0505000000003 1156.9900000000002 763.31500000000017 2779.5510000000008 1279.0000000000002 1114.9175000000002 369.71584999999999 118.90150000000001 190.23400000000001 1254.2925000000002 0 115.336415 145.97125000000003 629.11000000000013 1105.5920000000003 998.8850000000001 1256.4300000000001 1114.9175000000002 562.18200000000013 531.67662500000017 2773.7250000000004 554.77325000000008 26.254000000000001 1867.1242800000002 233.38914000000003 100.17335000000001 1530.4632000000001 520.5395000000002 2855.9890500000006 117.18350000000002 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 2 2 2 2 2 left_child=6 2 5 4 -3 11 12 8 9 32 -10 -2 23 14 15 22 17 18 -15 21 -21 -18 -14 26 25 -25 29 28 -28 31 -31 -1 -8 right_child=1 3 -4 -5 -6 -7 7 -9 10 -11 -12 -13 13 16 -16 -17 19 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 30 -32 -33 -34 leaf_value=-3.8596269250425945e-05 -0.91461275255357888 4.4588122966072774 18.74705360474125 -10.25703109664917 -3.0870295549475628 -5.2511043930053711 -1.5909565750381043 3.6006463176250456 -8.8835993499755865 4.4231060500144954 -2.4254465503692626 2.230051357269287 1.5623008094831954 -0.40853000457782851 -2.2535003014973229 5.8307050191164009 -0.51640120188395178 -2.8896572097778317 2.5960532940569379 -2.6404126152625453 1.677901488661766 -3.9471147212982181 -0.7770023556189104 0.138561300772887 -3.9604869715372724 8.2971561582883204 -0.57989652739808206 -2.8243437951405843 1.9206740932464601 -0.15579510266440255 3.2411033459351617 -1.5406407380104066 -3.2665503959655764 leaf_weight=361662 37 22 31 25 23 20 29 25 20 20 20 20 43 286 21 20 30 25 21 39 40 40 22 52 24 21 63 30 20 210 52 46 20 leaf_count=361662 37 22 31 25 23 20 29 25 20 20 20 20 43 286 21 20 30 25 21 39 40 40 22 52 24 21 63 30 20 210 52 46 20 internal_value=0 1.44699 4.5083 -3.27619 0.602049 -1.22418 -0.000906751 -1.18785 -2.28612 -0.333429 -5.65452 0.188778 -0.000468316 -0.382326 1.0291 1.96116 -0.700205 -0.405313 -0.203005 -1.40427 -0.453924 -2.47681 0.770537 0.000150576 0.890658 2.48555 -8.79859e-05 -0.733189 0.0226506 0.000140874 0.518398 -0.000234521 -2.27487 internal_weight=0 178 108 70 45 77 362901 134 109 69 40 57 362767 587 106 85 481 332 307 149 79 70 65 362180 97 73 362083 113 83 361970 262 361708 49 internal_count=363079 178 108 70 45 77 362901 134 109 69 40 57 362767 587 106 85 481 332 307 149 79 70 65 362180 97 73 362083 113 83 361970 262 361708 49 cat_boundaries=0 6 cat_threshold=2281701888 0 256 0 2097152 1024 is_linear=0 shrinkage=0.01 Tree=677 num_leaves=23 num_cat=0 split_feature=19 13 9 4 2 11 1 1 17 1 0 4 2 0 5 2 6 5 19 4 1 4 split_gain=2.3301e+06 6.29957e+06 2.11231e+07 6.95e+06 4.6333e+07 5.34662e+06 4.95715e+06 3.52633e+06 1.93298e+06 1.59321e+06 5.42605e+06 4.88569e+06 1.73519e+06 2.93769e+06 1.04902e+06 877116 3.3587e+06 1.431e+06 4.7953e+06 1.09919e+06 1.09856e+06 604905 threshold=2812.9105000000004 2899.2375000000006 2724.2674800000009 2632.2792750000003 2593.0505000000003 559.46375000000012 1461.4925000000003 74.649000000000015 764.58199999999999 2779.5510000000008 1114.9175000000002 128.56546000000003 547.57500000000016 22.611000000000004 30.919500000000003 2593.0505000000003 117.13140000000003 1530.4632000000001 249.43974 1115.3337000000004 733.23400000000015 27.408000000000005 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=1 3 8 9 6 -2 7 14 -3 15 12 -12 13 -11 -5 17 21 19 -19 -1 -18 -17 right_child=5 2 -4 4 -6 -7 -8 -9 -10 10 11 -13 -14 -15 -16 16 20 18 -20 -21 -22 -23 leaf_value=-3.9997433423550803e-05 -1.0468192569234156 -1.1232282148301602 -11.691826494216919 0.25931075590352221 13.055804709157636 6.0971269533634187 -3.5534265958345856 3.4430065953346993 2.8397830334901815 1.7422300014893213 -7.5556542892456058 -1.0346416816005002 3.0413919582366944 -2.8502736076941857 -2.5970943019390109 0.065562198863309981 -1.1970569355734464 0.33570344942628139 5.1736756277084348 -0.45969244090414779 -3.9265284126599629 2.1175395770072938 leaf_weight=361714 22 32 20 36 31 20 39 31 20 30 20 27 20 26 20 51 29 298 22 521 30 20 leaf_count=361714 22 32 20 36 31 20 39 31 20 30 20 27 20 26 20 51 29 298 22 521 30 20 internal_value=0 -0.000467432 -2.95811 0.000119265 2.10365 2.35506 -0.59093 0.737086 0.401007 -0.000791007 -1.13871 -3.80954 0.512995 -0.390004 -0.760834 -0.000405098 -0.821662 -0.000110623 0.668314 -0.000701112 -2.58492 0.643584 internal_weight=0 363037 72 362965 157 42 126 87 52 362808 123 47 76 56 56 362685 130 362555 320 362235 59 71 internal_count=363079 363037 72 362965 157 42 126 87 52 362808 123 47 76 56 56 362685 130 362555 320 362235 59 71 is_linear=0 shrinkage=0.01 Tree=678 num_leaves=34 num_cat=1 split_feature=3 16 2 11 0 5 1 0 3 8 26 2 25 18 11 1 12 1 13 0 0 6 0 1 2 15 18 0 14 1 13 26 26 split_gain=3.61606e+06 2.49781e+07 4.75577e+07 8.28376e+06 5.27957e+06 5.14436e+06 1.81318e+06 6.60421e+06 1.17835e+07 7.72164e+06 3.53023e+06 840970 2.72393e+06 2.93579e+06 2.07321e+06 1.00321e+06 1.86842e+06 1.35478e+06 1.24438e+06 954333 843401 795333 754431 7.34946e+06 9.76144e+06 652766 1.08926e+06 1.20061e+06 867129 1.32549e+06 1.31312e+06 8654.7 3480.11 threshold=2692.2960000000003 86.379500000000021 2593.0505000000003 611.34250000000009 1836.963 299.80000000000007 2779.5510000000008 1266.1895000000002 507.85850000000005 607.31900000000007 2022.5000000000002 1254.2925000000002 0 115.336415 21.000235000000004 629.11000000000013 1521.0400000000002 162.46050000000005 161.51800000000003 803.13700000000006 531.67662500000017 1.9975000000000003 2773.7250000000004 554.77325000000008 26.254000000000001 1206.4050000000002 2044.7545000000002 220.57000000000002 1867.1242800000002 248.12580000000003 1280.8870000000004 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 2 2 2 2 2 2 2 left_child=6 2 3 4 5 31 11 8 10 -9 -8 22 13 14 20 17 21 19 -19 -14 -13 -17 25 24 32 28 27 -27 30 -30 -1 -2 -24 right_child=1 -3 -4 -5 -6 -7 7 9 -10 -11 -12 12 15 -15 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31 -32 -33 -34 leaf_value=6.021771149216323e-05 0.83211494082496273 -5.7654581258171484 13.471410066877093 -5.1486872386932374 -2.918382175445557 7.1600977804362778 -5.0533677846735179 -7.9641710006713868 6.3153892018318176 -0.18052104051296528 0.031187272494037948 1.9765868606567383 -0.61987488624050424 -2.2330274432046076 4.7578476166725157 -0.85522089719772343 1.2314252388995628 1.4086117075383664 -0.8574517607688904 -2.8105154114419766 -0.36480340642929082 -2.4912535458344682 0.2037356911936114 -3.9186807886759443 8.2144626074745553 -0.26619691918710037 1.7261278253495693 -1.8957385149309713 -0.28737223509532306 -3.1163869424299762 0.80855016566775928 1.1227803363800051 0.037007969447544642 leaf_weight=361544 21 38 35 24 20 20 22 25 25 26 36 40 207 21 20 48 23 64 39 22 25 78 31 24 21 167 20 62 67 22 201 20 21 leaf_count=361544 21 38 35 24 20 20 22 25 25 26 36 40 207 21 20 48 23 64 39 22 25 78 31 24 21 167 20 62 67 22 201 20 21 internal_value=0 1.42476 3.37639 0.0113889 1.5403 3.00216 -0.00089193 -1.16391 0.576306 -3.99604 -1.89744 -0.00046233 -0.378661 1.01902 1.94236 -0.693443 -1.38957 -0.401912 0.550588 -0.830329 1.07605 -1.868 0.000150631 0.881942 2.46023 -8.55954e-05 -0.51192 -0.707383 0.000266629 -0.986679 0.000509447 0.973903 0.136403 internal_weight=0 178 140 105 81 61 362901 134 83 51 58 362767 587 106 85 481 149 332 103 229 65 126 362180 97 73 362083 249 229 361834 89 361745 41 52 internal_count=363079 178 140 105 81 61 362901 134 83 51 58 362767 587 106 85 481 149 332 103 229 65 126 362180 97 73 362083 249 229 361834 89 361745 41 52 cat_boundaries=0 6 cat_threshold=2281701888 0 256 0 2097152 1024 is_linear=0 shrinkage=0.01 Tree=679 num_leaves=35 num_cat=4 split_feature=3 16 12 9 1 0 1 9 0 3 26 4 2 25 18 9 26 25 4 24 3 1 0 1 2 14 1 19 25 0 0 12 0 26 split_gain=3.5441e+06 2.44811e+07 4.73274e+07 1.43359e+07 1.4497e+07 2.50635e+06 1.7771e+06 6.86376e+06 6.80335e+06 6.08602e+06 1.36539e+06 1.04842e+06 824234 2.66972e+06 2.87737e+06 3.79782e+06 1.44639e+06 984289 2.1751e+06 1.19336e+06 2.04061e+06 1.00204e+06 739418 7.2032e+06 9.56719e+06 589020 1.7276e+06 916882 577125 3.46339e+06 916532 447636 309967 3410.87 threshold=2692.2960000000003 86.379500000000021 85.539750000000012 149.28375000000003 1891.4572200000002 374.55537400000009 2779.5510000000008 1279.0000000000002 1114.9175000000002 369.71584999999999 2022.5000000000002 284.42020000000008 1254.2925000000002 0 115.336415 145.97125000000003 2022.5000000000002 1 678.56500000000017 2 1278.9218000000003 1891.4572200000002 2773.7250000000004 554.77325000000008 26.254000000000001 1867.1242800000002 233.38914000000003 100.17335000000001 3 1266.1895000000002 1266.1895000000002 6.6462500000000011 117.18350000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=6 2 3 4 5 10 12 8 9 32 -2 -10 22 14 15 16 -14 18 31 20 -19 -21 25 24 33 28 27 -27 29 -1 -30 -15 -8 -24 right_child=1 -3 -4 -5 -6 -7 7 -9 11 -11 -12 -13 13 17 -16 -17 -18 19 -20 21 -22 -23 23 -25 -26 26 -28 -29 30 -31 -32 -33 -34 -35 leaf_value=-0.035368153298083772 3.1267395609075375 -5.7078038070076387 14.971094846044268 -6.4152519885698949 9.3339452847567479 -2.7039637457806127 -1.5708725799774303 3.5734887987136843 -7.1364047994613644 4.3146565415859222 -0.43810697828020367 -3.8984785537719731 1.7809753489223394 -1.2464902466535568 -2.2106971536931534 5.7335885837078093 -1.4088259665171305 -0.24419207365205975 -3.893828930393342 -1.0352475154001428 2.9468671722412108 1.2466958563668389 0.20169845581054688 -3.8794939136505127 8.1323181442987362 -0.57077710935993797 -2.7786027755737304 1.8868186175525188 0.0035921907599117953 -2.5468390928479758 0.49306405950775345 0.4600922974673185 -3.1891087226867678 0.036637797128586544 leaf_weight=33279 22 38 28 24 22 23 29 25 20 20 21 20 44 51 21 20 21 101 31 230 25 21 31 24 21 63 30 20 328253 55 383 22 20 21 leaf_count=33279 22 38 28 24 22 23 29 25 20 20 21 20 44 51 21 20 21 101 31 230 25 21 31 24 21 63 30 20 328253 55 383 22 20 21 internal_value=0 1.41052 3.34263 0.435514 2.30391 -0.0394416 -0.000883011 -1.15227 -2.23617 -0.333976 1.38577 -5.51744 -0.000457706 -0.374874 1.00883 1.92293 0.750424 -0.686509 -1.5277 -0.420977 0.360355 -0.811978 0.000149125 0.873122 2.43563 -8.47393e-05 -0.721953 0.0214146 0.000140614 -0.0395001 0.00416251 -0.732178 -2.23138 0.135039 internal_weight=0 178 140 112 88 66 362901 134 109 69 43 40 362767 587 106 85 65 481 104 377 126 251 362180 97 73 362083 113 83 361970 33334 328636 73 49 52 internal_count=363079 178 140 112 88 66 362901 134 109 69 43 40 362767 587 106 85 65 481 104 377 126 251 362180 97 73 362083 113 83 361970 33334 328636 73 49 52 cat_boundaries=0 6 12 13 19 cat_threshold=2281701888 0 256 0 2097152 1024 1048576 262144 4160 0 0 2147483648 1352 2458910784 809635840 3779067968 4194372 2685010440 201524736 is_linear=0 shrinkage=0.01 Tree=680 num_leaves=29 num_cat=0 split_feature=5 7 10 12 3 13 4 1 1 6 5 17 1 5 10 2 13 3 1 7 18 3 2 6 26 4 7 6 split_gain=5.65239e+06 2.02804e+07 4.97896e+07 1.75453e+07 5.09018e+06 3.20644e+06 2.7538e+06 1.17376e+07 4.1161e+06 757916 4.20884e+06 2.54419e+06 2.02846e+06 1.82859e+06 1.58839e+06 1.535e+06 3.88701e+06 1.74746e+06 992062 1.10581e+06 918680 1.08358e+06 624538 316540 242262 234322 198363 186896 threshold=2763.7525000000005 512.23350000000016 53.574000000000005 2813.3566500000006 1278.9218000000003 605.03964000000008 2632.2792750000003 1461.4925000000003 522.78869700000007 1913.0125000000005 1530.4632000000001 218.00000000000003 104.96200000000002 1874.1882800000003 686.95125000000019 2593.0505000000003 320.24300000000005 187.20800000000003 233.38914000000003 987.73900000000015 2924.8625000000006 870.71080000000018 215.24100000000001 603.25250000000017 2022.5000000000002 161.29750000000004 21.649500000000003 45.621000000000009 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 4 -3 5 25 -4 9 8 22 13 11 12 26 15 -14 20 17 -17 23 -20 21 -1 27 24 -15 -2 -11 -8 right_child=1 2 3 -5 -6 -7 7 -9 -10 10 -12 -13 14 18 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.00063823957505775865 0.18649514102935791 16.392389622441044 -6.3115390159970239 7.831345043182373 -6.2392571113223116 -0.78545933859688899 -0.57558029684817069 -6.2283986323588607 4.3065452420143862 -0.21621504908241332 4.0012277357039912 -2.4516750369703071 0.72821198527018227 -0.73616469478607172 3.9138143911461039 3.2916589461588392 -2.7085246349516372 0.49969538283348086 -3.2125052921192068 -0.29398514894954864 1.8098974752426147 -0.33845607252838483 -2.2084534420967104 -1.4278237895965578 0.74043769378662105 -1.2108888959884643 -1.3661805033683778 0.62425382488965986 leaf_weight=361456 30 27 21 20 21 21 37 37 21 60 31 34 45 20 24 51 21 40 37 20 28 952 20 20 25 20 20 20 leaf_count=361456 30 27 21 20 21 21 37 37 21 60 31 34 45 20 24 51 21 40 37 20 28 952 20 20 25 20 20 20 internal_value=0 1.87836 5.05825 0.122418 -2.10771 -3.5485 -0.00161607 -1.42958 0.382214 -0.00108484 0.593858 0.0166537 0.579896 -0.0014359 1.83625 -0.00102399 1.16949 2.06442 -1.2255 -2.18846 -0.0013857 -0.00152564 -0.688058 -0.381059 0.08417 -0.372458 -0.503706 -0.154586 internal_weight=0 160 89 62 71 42 363019 135 98 362884 214 183 149 362670 69 362548 112 91 122 57 362436 362408 77 65 45 50 80 57 internal_count=363179 160 89 62 71 42 363019 135 98 362884 214 183 149 362670 69 362548 112 91 122 57 362436 362408 77 65 45 50 80 57 is_linear=0 shrinkage=0.01 Tree=681 num_leaves=27 num_cat=0 split_feature=5 8 12 7 3 4 1 0 2 26 1 5 1 11 2 0 1 4 0 16 18 6 5 3 6 4 split_gain=5.5399e+06 2.15491e+07 9.41708e+06 2.13931e+07 3.66085e+06 2.699e+06 1.1504e+07 4.93865e+06 1.17335e+07 1.66217e+07 4.03419e+06 2.27556e+06 1.4673e+06 784274 640753 5.98213e+06 1.584e+06 1.20398e+06 937545 2.49582e+06 1.48811e+06 1.04547e+06 5.16009e+06 1.11907e+06 293368 126745 threshold=2763.7525000000005 2877.4750000000008 1092.2600000000002 654.14525000000003 1107.1660000000004 2632.2792750000003 1461.4925000000003 2773.7250000000004 27.046500000000005 2022.5000000000002 522.78869700000007 325.39000000000004 1256.4300000000001 137.82020000000003 2593.0505000000003 1266.1895000000002 53.925750000000008 451.28900000000004 1501.0951200000002 610.53250000000014 0.25700000000000006 1913.0125000000005 1530.4632000000001 1854.9329420000001 7.3040000000000012 54.939000000000007 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 3 4 25 7 10 14 9 -9 13 12 -10 24 18 16 -16 -18 21 20 -20 23 -23 -1 -7 -2 right_child=1 -3 -4 -5 -6 6 -8 8 11 -11 -12 -13 -14 -15 15 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.0014975929575861591 0.24070228385925294 8.7950425829206207 -5.3115452448527014 8.2271234192386746 -5.2793355199268888 -0.63920677730531406 -6.1661147844469228 10.288001128165952 -3.8434744030496346 -0.79693041443824775 4.2634797439121064 1.5095709317305992 -0.18742007664271765 -2.2769037721373819 1.1110086662769318 5.0829446250915531 -2.5873732738362416 0.47273785912990568 -0.49848448533538386 -3.6396494797865553 2.0471309843063357 0.13199591926884968 5.4224715187436061 -0.78156187986226189 0.8515930686484684 -0.81311208452497219 leaf_weight=361948 25 35 27 31 21 33 37 31 23 24 21 29 21 22 40 25 36 20 282 24 25 151 21 184 22 21 leaf_count=361948 25 35 27 31 21 33 37 31 23 24 21 29 21 22 40 25 36 20 282 24 25 151 21 184 22 21 internal_value=0 1.85957 -0.0823579 1.35834 -1.81976 -0.00159991 -1.41529 -0.00107399 1.96284 5.45094 0.378392 -0.66518 -2.09854 -0.681177 -0.00176697 0.725812 -0.408858 -1.49448 -0.00200974 -0.533976 -0.291187 -0.00152373 0.777926 -0.00189395 -0.0428868 -0.240387 internal_weight=0 160 125 98 67 363019 135 362884 128 55 98 73 44 77 362756 121 96 56 362635 331 307 362304 172 362132 55 46 internal_count=363179 160 125 98 67 363019 135 362884 128 55 98 73 44 77 362756 121 96 56 362635 331 307 362304 172 362132 55 46 is_linear=0 shrinkage=0.01 Tree=682 num_leaves=25 num_cat=1 split_feature=5 8 8 7 0 3 4 1 0 2 1 5 3 2 0 3 6 10 4 3 25 6 2 8 split_gain=5.42966e+06 2.11203e+07 9.23534e+06 3.25368e+07 1.4541e+07 2.90728e+06 2.64529e+06 1.1275e+07 4.84037e+06 1.15e+07 3.95391e+06 2.23027e+06 1.46165e+06 628002 5.86308e+06 1.57966e+06 1.45961e+06 1.04027e+06 5.3694e+06 1.3817e+06 3.46043e+06 796081 609372 251083 threshold=2763.7525000000005 2877.4750000000008 274.88700000000011 267.36250000000007 1266.1895000000002 292.91330000000005 2632.2792750000003 1461.4925000000003 2773.7250000000004 27.046500000000005 522.78869700000007 325.39000000000004 187.20800000000003 2593.0505000000003 1266.1895000000002 974.18930000000012 59.756000000000022 2855.9890500000006 53.21200000000001 870.71080000000018 0 1118.3050000000001 215.24100000000001 44.783000000000008 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 left_child=6 2 3 5 -4 -2 8 10 13 -10 22 12 -11 17 15 16 -15 19 -19 21 -21 -1 23 -8 right_child=1 -3 4 -5 -6 -7 7 -9 9 11 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25 leaf_value=-0.0017167993296275576 -0.009468862360174005 8.7070921440124511 1.6785524142229999 13.070656504631042 -9.0192583084106452 -4.7691025833856493 -0.63537168586576309 -6.1044536240036429 5.3964306968342166 -0.41374055226643885 4.220845281964257 1.4944752670156545 -4.0741303024291993 1.281989807985267 5.0321151430130007 -2.9053357434272766 -1.6136523841045523 -1.2372848205630844 4.5668764591217039 -1.2172877080433231 0.036846185909646348 0.41821725672407617 -2.1761872954368591 0.75531736898422241 leaf_weight=361122 33 35 27 20 24 21 37 37 55 24 21 29 20 49 25 20 27 37 28 317 679 452 20 20 leaf_count=361122 33 35 27 20 24 21 37 37 55 24 21 29 20 49 25 20 27 37 28 317 679 452 20 20 internal_value=0 1.84098 -0.0815342 2.17499 -3.35571 -1.86044 -0.00158391 -1.40113 -0.00106325 1.94321 0.374608 -0.658529 -2.07755 -0.0017493 0.718554 -0.404769 0.253275 -0.00198964 1.26297 -0.00221642 -0.374163 -0.00119184 -0.674366 -0.147411 internal_weight=0 160 125 74 51 54 363019 135 362884 128 98 73 44 362756 121 96 76 362635 65 362570 996 361574 77 57 internal_count=363179 160 125 74 51 54 363019 135 362884 128 98 73 44 362756 121 96 76 362635 65 362570 996 361574 77 57 cat_boundaries=0 5 cat_threshold=0 262148 4432 1080098816 2097152 is_linear=0 shrinkage=0.01 Tree=683 num_leaves=30 num_cat=3 split_feature=6 24 7 2 6 11 14 13 1 2 3 19 3 25 3 3 2 1 0 2 26 1 2 6 2 25 2 12 26 split_gain=3.16002e+06 2.19062e+07 8.12482e+07 2.00817e+07 6.90748e+06 3.85094e+06 3.23057e+06 2.42818e+06 4.32326e+06 2.16275e+06 1.90528e+06 1.36583e+06 1.37297e+06 8.35617e+06 2.19245e+07 9.57778e+06 1.96149e+07 6.59689e+06 5.08165e+06 8.96904e+06 1.88287e+07 2.99261e+06 844288 2.72932e+06 816246 535065 393531 100623 15198.8 threshold=1913.0125000000005 0 2690.3565000000003 2593.0505000000003 2871.8940000000007 108.78000000000002 239.61300000000003 2899.2375000000006 367.53225000000003 1254.2925000000002 870.71080000000018 2812.9105000000004 870.71080000000018 1 2692.2960000000003 2692.2960000000003 1254.2925000000002 1891.4572200000002 2773.7250000000004 27.046500000000005 2022.5000000000002 1891.4572200000002 2593.0505000000003 45.621000000000009 63.95000000000001 2 957.78375000000017 148.01106350000003 2022.5000000000002 decision_type=2 1 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 left_child=7 2 4 6 5 -2 9 11 27 24 -8 12 18 14 21 17 -17 -15 22 20 -20 -14 25 -24 28 -1 -21 -9 -3 right_child=1 3 -4 -5 -6 -7 10 8 -10 -11 -12 -13 13 15 -16 16 -18 -19 19 26 -22 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=0.21704284105396696 5.5246128051757806 1.1344786929825079 21.940534560463643 -8.363632191717624 -3.1000070965991302 0.077913662327660463 -0.14684645129788307 0.40104234576225284 -5.6693328893752328 4.3331228561401369 -4.1056958494186402 2.2906422525701617 -0.42463329096004443 -0.0094165524350044889 -9.6015000899632774 0.23678815268758516 10.332516995889168 -3.9189985680061836 10.06855078666441 -2.0624128168279476 -2.0278478615934201 -4.2449395751953123 2.3903090406866636 -1.590767914698674 -0.84133388671874998 -0.0018684977899499 -0.12426053428649902 -0.5790057690035213 1.4693494166388654 leaf_weight=1110 25 23 22 32 34 27 31 20 21 20 20 26 189 699 33 67 27 46 31 22 22 23 51 26 25 360432 20 22 33 leaf_count=1110 25 23 22 32 34 27 31 20 21 20 20 26 189 699 33 67 27 46 31 22 22 23 51 26 25 360432 20 22 33 internal_value=0 1.03911 4.38568 -1.10357 0.404869 2.69652 0.352266 -0.00160151 -1.96466 1.38822 -1.69934 -0.00126065 -0.0014249 -0.356782 -1.94015 0.127193 3.13663 -0.250814 -0.000359945 2.31215 5.0474 -0.8391 -0.000967458 1.04605 0.661089 -0.00119045 -1.13948 -0.112316 1.33181 internal_weight=0 292 108 184 86 52 152 362887 63 101 51 362824 362798 1084 245 839 94 745 361714 95 53 212 361619 77 81 361542 42 42 56 internal_count=363179 292 108 184 86 52 152 362887 63 101 51 362824 362798 1084 245 839 94 745 361714 95 53 212 361619 77 81 361542 42 42 56 cat_boundaries=0 1 6 12 cat_threshold=2338 142606336 262148 4112 1073741824 2097152 0 0 0 4194304 2048 268439552 is_linear=0 shrinkage=0.01 Tree=684 num_leaves=33 num_cat=4 split_feature=6 24 3 2 14 0 9 4 2 1 0 2 26 2 2 2 0 1 2 0 0 25 24 1 0 25 20 12 4 2 3 26 split_gain=3.09714e+06 2.37575e+07 8.43602e+07 2.7137e+07 3.9241e+06 2.55297e+06 3.96433e+06 2.43505e+06 9.5973e+06 4.43157e+06 2.82222e+06 1.31806e+07 1.7076e+07 2.59162e+06 2.02266e+06 1.77064e+06 4.53094e+06 2.07073e+06 893274 880896 795887 3.52278e+06 5.53798e+06 2.02701e+06 848236 1.10705e+06 661974 660733 622718 552324 156579 8526.85 threshold=1913.0125000000005 0 1854.9329420000001 2593.0505000000003 239.61300000000003 286.09000000000009 887.33690000000013 2632.2792750000003 1800.6974500000001 629.11000000000013 2773.7250000000004 27.046500000000005 2022.5000000000002 1092.7150000000004 1254.2925000000002 2593.0505000000003 885.78750000000014 9.1405000000000012 63.95000000000001 241.84230000000002 428.79030000000006 1 2 1256.4300000000001 360.43000000000001 3 834.96350000000007 875.1645000000002 138.14650000000003 0.75441500000000017 9.1475000000000026 2022.5000000000002 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 left_child=7 2 5 4 14 29 -7 10 9 19 15 12 -12 -13 18 20 17 -17 31 30 24 22 -22 -23 26 -26 -1 -6 -19 -2 -9 -3 right_child=1 3 -4 -5 27 6 -8 8 -10 -11 11 13 -14 -15 -16 16 -18 28 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.0010432009079935467 -0.50622258063020376 1.3116975458746865 20.529279990563026 -10.291230839203145 -0.87753914572975855 5.0954141217186342 -0.79823218994140632 0.31106920093297957 -6.3279031085968018 3.9814130285511848 10.033722450502458 -3.2318154855676604 -1.3384971477674401 0.80057674544198176 4.289791526794434 1.9630440216872 4.1805484570397269 -2.6898595180511471 -0.83292053794860832 -2.5772906017303465 2.274152549129643 -0.21698731151961384 -0.16185260853784925 -1.2858078337246213 -0.24193689837203763 0.57254210021772756 -0.60264009671911722 -3.3016031115988027 -0.42659780510010259 -2.6663576025962827 -0.84357057198234231 1.5726764358628182 leaf_weight=358477 29 21 26 29 22 21 25 24 30 23 31 37 23 28 20 31 36 20 25 25 136 2499 262 191 236 541 183 23 31 20 23 31 leaf_count=358477 29 21 26 29 22 21 25 24 30 23 31 37 23 28 20 31 36 20 25 25 136 2499 262 191 236 541 183 23 31 20 23 31 internal_value=0 1.02871 4.21986 -1.39457 0.324146 0.200424 1.89235 -0.00158543 -1.39707 0.16004 -0.00110458 1.53865 5.19 -1.49478 1.45641 -0.00160984 1.22316 -0.0752117 0.720462 -1.06068 -0.0020085 -0.161865 0.705888 -0.291793 -0.000635139 0.329413 -0.00135016 -2.11651 -1.31415 -1.38791 -0.253967 1.46728 internal_weight=0 292 121 171 142 95 46 362887 125 95 362762 119 54 65 97 362643 118 82 77 72 362525 3088 398 2690 359437 777 358660 45 51 49 47 52 internal_count=363179 292 121 171 142 95 46 362887 125 95 362762 119 54 65 97 362643 118 82 77 72 362525 3088 398 2690 359437 777 358660 45 51 49 47 52 cat_boundaries=0 1 7 8 14 cat_threshold=2354 1327616 142606336 134217728 33554433 4194304 66 2310 512 263168 134222416 1048576 4198400 2147483648 is_linear=0 shrinkage=0.01 Tree=685 num_leaves=26 num_cat=2 split_feature=9 2 6 4 4 6 1 2 5 8 8 19 5 1 25 3 0 25 18 0 2 4 5 7 2 split_gain=1.95212e+06 1.26133e+07 6.8766e+06 2.78508e+07 3.72154e+06 1.88918e+07 3.65291e+07 4.54859e+06 2.81947e+06 2.63084e+06 1.52613e+06 900058 1.00172e+07 1.9993e+06 8.96448e+06 1.01708e+07 7.71662e+06 1.74674e+06 1.91819e+06 1.87038e+06 807583 3.88044e+06 746628 676685 267393 threshold=2724.2674800000009 2593.0505000000003 2871.8940000000007 1876.5445000000002 2632.2792750000003 137.63850000000005 733.23400000000015 1092.7150000000004 461.00700000000006 1926.0125000000005 998.8850000000001 249.43974 1874.1882800000003 959.97700000000009 0 1471.8415000000002 2773.7250000000004 1 1378.2725000000003 474.32500000000005 2593.0505000000003 103.76505 543.59225000000015 65.627825000000016 15.579750000000002 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 left_child=2 9 4 8 11 7 -7 -6 24 10 23 13 17 20 15 -15 -16 18 -13 -19 22 -22 -1 -2 -4 right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 -12 12 -14 14 16 -17 -18 19 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.00081811650610448842 0.41941906956263952 7.0419262353305161 -0.40657479891410242 -11.760538961029054 -0.11309296041000182 -1.9418704582082813 14.071348990712847 -5.8362095106215701 2.9495120784214568 -3.4046324982850451 2.6072657983199412 0.55654460223739866 6.5328217864990235 -1.7405095853771964 -0.18454543034235638 -9.3573672995045793 5.3565818865941122 0.038349593609641956 3.6715781820388065 -1.6115643215894699 3.0465117316246033 -1.9757235549926759 0.21683567615038823 -1.8187108299948953 -1.9445611362457278 leaf_weight=359264 35 29 26 25 41 29 28 21 28 23 23 337 25 142 753 20 26 819 21 75 40 25 1583 22 20 leaf_count=359264 35 29 26 25 41 29 28 21 28 23 23 337 25 142 753 20 26 819 21 75 40 25 1583 22 20 internal_value=0 1.21625 -6.62605e-05 -2.63525 0.000651932 1.76879 5.92427 -2.05157 0.447624 -0.423994 0.432939 7.25012e-05 0.26509 -0.000862762 -0.461202 -2.525 0.0003909 0.139936 0.719181 -0.0989591 0.000337474 1.11488 0.000136709 -0.444421 -1.07526 internal_weight=0 132 363348 99 363249 119 57 62 74 103 80 363130 1277 361853 941 162 779 1252 358 894 360912 65 360847 57 46 internal_count=363480 132 363348 99 363249 119 57 62 74 103 80 363130 1277 361853 941 162 779 1252 358 894 360912 65 360847 57 46 cat_boundaries=0 6 10 cat_threshold=8388608 0 4176 1073741824 0 1024 99840 64 4112 67108864 is_linear=0 shrinkage=0.01 Tree=686 num_leaves=25 num_cat=2 split_feature=9 12 13 1 6 4 4 6 1 2 1 1 17 11 7 2 1 25 1 0 2 24 9 12 split_gain=1.91327e+06 1.2402e+07 4.09907e+07 7.85401e+06 6.73976e+06 2.72965e+07 3.64748e+06 1.85158e+07 3.58021e+07 4.45807e+06 2.42991e+06 1.44888e+06 1.36845e+06 4.7651e+06 1.79089e+06 3.44149e+06 1.139e+06 1.12447e+07 2.25766e+07 1.12646e+07 775317 2.90194e+06 1.13967e+06 631250 threshold=2724.2674800000009 152.11795000000004 683.01949999999999 290.01425000000006 2871.8940000000007 1876.5445000000002 2632.2792750000003 137.63850000000005 733.23400000000015 1092.7150000000004 227.67125000000004 1256.4300000000001 1268.0600000000002 1602.5343235000003 397.76814000000007 274.40500000000003 959.97700000000009 0 2779.5510000000008 2773.7250000000004 621.21800000000007 1 1889.5600000000002 543.33000000000004 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 left_child=4 3 -3 -2 6 10 12 9 -9 -8 -6 -4 16 14 15 -14 20 18 -18 -19 22 -22 -1 -16 right_child=1 2 11 -5 5 -7 7 8 -10 -11 -12 -13 13 -15 23 -17 17 19 -20 -21 21 -23 -24 -25 leaf_value=-0.00019614146665979898 0.59921989240144424 16.168637953281401 -2.4118866149902343 -6.9086752908880058 -1.1825676838363091 -11.642933650207519 -0.111962046724994 -1.9224517552605991 13.930635229519435 -5.7778473772321437 2.4629759521195385 0.92903420907479739 0.18005536475192721 5.1042840028845751 -0.42457901355198452 4.5228050500696355 0.61802729627629016 -0.66017005608564672 11.310018745769154 -6.6329328191641608 0.81484732940013493 -0.095809355056677675 -1.4020779019285894 -2.6516453514099125 leaf_weight=360361 38 20 25 22 41 25 41 29 28 21 33 27 107 23 35 22 193 732 22 33 530 994 58 20 leaf_count=360361 38 20 25 22 41 25 41 29 28 21 33 27 107 23 35 22 193 732 22 33 530 994 58 20 internal_value=0 1.20408 4.00222 -2.15368 -6.55978e-05 -2.60889 0.000645413 1.7511 5.86503 -2.03105 0.443148 -0.677178 7.17763e-05 0.812913 0.276492 0.920679 -0.000391843 -0.340849 1.636 -0.905976 0.00052998 0.225607 -0.000421738 -1.23442 internal_weight=0 132 72 60 363348 99 363249 119 57 62 74 52 363130 207 184 129 362923 980 215 765 361943 1524 360419 55 internal_count=363480 132 72 60 363348 99 363249 119 57 62 74 52 363130 207 184 129 362923 980 215 765 361943 1524 360419 55 cat_boundaries=0 6 7 cat_threshold=1048576 262208 256 4194304 16384 2147483648 1054 is_linear=0 shrinkage=0.01 Tree=687 num_leaves=45 num_cat=2 split_feature=2 25 3 10 3 11 14 0 13 8 3 1 5 3 1 0 7 7 0 25 0 1 0 3 10 3 1 0 3 10 11 11 1 18 2 14 1 8 10 17 2 14 1 15 split_gain=1.1188e+06 4.03769e+07 5.42774e+07 4.75538e+07 4.5934e+07 5.36959e+06 3.67211e+06 4.41268e+06 2.30331e+06 3.71847e+06 1.84044e+06 1.83258e+06 1.73241e+06 1.17412e+06 6.23566e+06 2.22371e+06 968164 1.18465e+06 654531 5.46503e+06 2.14017e+07 4.80215e+06 4.6763e+06 8.62022e+06 2.80239e+06 8.23287e+06 2.02561e+06 1.84889e+06 1.7626e+06 1.35538e+06 718048 1.116e+06 2.06136e+06 1.19095e+06 993043 902949 585211 499162 1.02746e+06 366787 726123 464306 320136 285786 threshold=1444.3300000000002 0 2692.2960000000003 602.04700000000014 2692.2960000000003 1347.54114 709.17750000000012 1501.0951200000002 545.24750000000006 16.634500000000006 353.54500000000002 959.97700000000009 257.09250000000003 2692.2960000000003 1256.4300000000001 53.8705 169.55125000000001 1113.0755000000001 497.87850000000003 1 1836.963 248.12580000000003 2773.7250000000004 1.7373999999999998 1105.5920000000003 1107.1660000000004 786.48464000000001 1114.9175000000002 7.7315000000000014 119.33100000000002 826.40400000000011 611.34250000000009 733.23400000000015 2044.7545000000002 152.42810000000006 78.753000000000014 1256.4300000000001 1926.0125000000005 1274.5290000000002 75.575250000000011 547.57500000000016 4.5730000000000013 522.78869700000007 16.270455000000002 decision_type=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 2 2 2 2 2 2 2 2 2 2 left_child=13 2 5 -4 8 6 7 11 9 10 42 -2 -12 18 15 -15 -11 -18 30 20 21 27 24 -24 26 -26 -21 -20 -23 -25 31 33 35 36 37 -33 -1 38 -32 41 -41 -36 -3 -35 right_child=1 4 3 -5 -6 -7 -8 -9 -10 16 12 -13 -14 14 -16 -17 17 -19 19 22 -22 28 23 29 25 -27 -28 -29 -30 -31 34 32 -34 43 39 -37 -38 -39 -40 40 -42 -43 -44 -45 leaf_value=0.00054853127614039505 1.2475353966793923 -0.75734475321239902 24.764075065612793 4.419693391587999 -13.049951972400441 5.3471996688842776 -2.9142760425567626 5.2634835384203038 -3.0051652927069292 3.4636980408713929 -4.9759077053978329 -1.2421531933982197 -0.86352978515625001 1.7853076027764214 -5.2945237247760479 -1.8040357855388098 -0.70360225967738943 2.6241413650512699 0.58017318876166091 -0.19471142983819076 8.4589053589957093 -3.5679270977444117 -5.451566427151362 2.6552178516387936 -0.097999362411437099 6.9657254110063818 -1.1067166645867483 2.8555589554860039 -0.6791072979477264 -0.982241799944923 -0.035114766878110396 -0.06741540390283951 3.0852747561136882 0.91052781303723651 -0.83134623947143549 1.099571544061793 0.43662949815779534 1.4328995047211646 -2.0655106579815898 -1.5435052057412955 0.89572294512520667 -2.2768137269020081 0.59205413409641816 2.5290771198272703 leaf_weight=358957 106 108 20 27 34 28 25 23 38 21 21 41 20 45 26 28 23 20 114 1870 35 27 48 20 77 21 280 52 97 21 324 193 30 24 50 101 308 20 27 26 23 40 21 20 leaf_count=358957 106 108 20 27 34 28 25 23 38 21 21 41 20 45 26 28 23 20 114 1870 35 27 48 20 77 21 280 52 97 21 324 193 30 24 50 101 308 20 27 26 23 40 21 20 internal_value=0 0.440741 3.19232 13.0769 -2.02526 1.25218 0.664173 1.19042 -0.72163 -0.3508 -1.12426 0.553132 -2.96987 -0.000330781 -1.08921 0.408573 1.70371 0.844185 -3.36542e-05 -0.156263 1.04025 0.180763 -0.325716 -2.57526 -0.238104 1.41566 -0.313484 1.29294 -1.30812 0.792129 0.00112111 0.00165285 0.588283 0.00112387 -0.373838 0.333488 0.000922386 -0.103741 -0.191299 -1.09474 -0.398561 -1.47378 -0.537675 1.64623 internal_weight=0 576 270 47 306 223 195 170 272 234 170 147 41 362904 99 73 64 43 362805 2662 325 290 2337 89 2248 98 2150 166 124 41 360143 359633 324 359309 510 294 359265 371 351 139 49 90 129 44 internal_count=363480 576 270 47 306 223 195 170 272 234 170 147 41 362904 99 73 64 43 362805 2662 325 290 2337 89 2248 98 2150 166 124 41 360143 359633 324 359309 510 294 359265 371 351 139 49 90 129 44 cat_boundaries=0 6 12 cat_threshold=2148565504 0 256 0 0 1024 9454080 327680 0 0 4210688 2 is_linear=0 shrinkage=0.01 Tree=688 num_leaves=27 num_cat=2 split_feature=9 2 6 2 4 6 1 2 9 7 12 17 3 1 25 1 3 15 2 24 9 15 13 7 5 11 split_gain=1.87404e+06 1.23688e+07 6.65612e+06 2.70771e+07 3.57051e+06 1.81091e+07 3.50328e+07 4.3472e+06 2.52471e+06 2.48397e+06 1.35536e+06 1.34128e+06 5.11238e+06 1.10827e+06 1.09932e+07 2.20556e+07 1.14946e+07 1.08805e+06 757024 2.84498e+06 1.12139e+06 733909 1.83357e+06 395538 223395 94363.1 threshold=2724.2674800000009 2593.0505000000003 2871.8940000000007 2593.0505000000003 2632.2792750000003 137.63850000000005 733.23400000000015 1092.7150000000004 277.38965000000007 1113.0755000000001 1280.6000000000004 1268.0600000000002 1278.9218000000003 959.97700000000009 0 2779.5510000000008 2692.2960000000003 16.270455000000002 621.21800000000007 1 1889.5600000000002 575.81650000000002 161.51800000000003 512.23350000000016 104.05000000000001 7.2700000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 left_child=2 9 4 8 11 7 -7 -6 24 17 -11 13 21 18 15 -15 -16 25 20 -20 -1 22 -13 -23 -4 -2 right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12 12 -14 14 16 -17 -18 -19 19 -21 -22 23 -24 -25 -26 -27 leaf_value=-0.00019559267520851149 1.2821385955810547 6.9606264351154197 -0.18669757302563925 -11.132859668025265 -0.11278059893628446 -1.9023392177450245 13.779499265807015 -5.7077665328979492 3.1006751764737643 -4.222282249450684 -0.54076074647903438 -0.27297024395316838 4.9512782588371866 0.61227075291421129 -0.65905725791584058 11.18017526106401 -6.974061428070069 -1.0537117204212008 0.8063576326072216 -0.095311259975382298 -1.3907874870473711 -1.4969051591811642 2.2502336417833964 0.19368069157600404 -1.5924652090072633 2.2312109451293947 leaf_weight=360361 22 29 26 27 41 29 28 21 26 20 20 80 26 193 735 22 30 21 530 994 58 31 45 25 20 20 leaf_count=360361 22 29 26 27 41 29 28 21 26 20 20 80 26 193 735 22 30 21 530 994 58 31 45 25 20 20 internal_value=0 1.19167 -6.82922e-05 -2.59266 0.000638293 1.73253 5.80102 -2.00786 0.609918 -0.432597 -2.38152 7.07412e-05 0.804802 -0.000388253 -0.336221 1.61836 -0.895005 0.804815 0.000521052 0.222927 -0.000419372 0.209176 0.635383 -0.742179 -0.797901 1.73408 internal_weight=0 132 363348 99 363249 119 57 62 72 103 40 363130 207 362923 980 215 765 63 361943 1524 360419 181 125 56 46 42 internal_count=363480 132 363348 99 363249 119 57 62 72 103 40 363130 207 362923 980 215 765 63 361943 1524 360419 181 125 56 46 42 cat_boundaries=0 6 7 cat_threshold=1048576 262208 256 4194304 16384 2147483648 1054 is_linear=0 shrinkage=0.01 Tree=689 num_leaves=22 num_cat=2 split_feature=9 2 6 4 4 6 1 2 8 1 8 10 15 1 25 1 3 2 0 7 24 split_gain=1.83675e+06 1.21227e+07 6.52366e+06 2.65737e+07 3.49946e+06 1.77487e+07 3.43357e+07 4.26069e+06 2.53527e+06 2.3866e+06 1.47561e+06 1.15778e+06 3.12752e+06 863341 9.52402e+06 2.10831e+07 1.06084e+07 906867 2.07104e+06 636437 476365 threshold=2724.2674800000009 2593.0505000000003 2871.8940000000007 1876.5445000000002 2632.2792750000003 137.63850000000005 733.23400000000015 1092.7150000000004 1926.0125000000005 227.67125000000004 998.8850000000001 2855.9890500000006 180.37925000000004 959.97700000000009 0 2779.5510000000008 2692.2960000000003 1800.6974500000001 1266.1895000000002 65.627825000000016 1 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 left_child=2 8 4 9 11 7 -7 -6 10 -4 19 13 -13 17 15 -15 -16 20 -19 -2 -1 right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 -12 12 -14 14 16 -17 -18 18 -20 -21 -22 leaf_value=-0.037688352723608765 0.38799456896100731 6.8910204223106648 -1.1665318085362271 -11.480359329223633 -0.11165279066235555 -1.8833158190497037 13.64170444403376 -5.6506889506748745 -3.3542711921360184 2.446376564394344 2.5509869235494862 -0.247961603311392 4.6158690986633308 0.51467270720544167 -0.59282554444511737 10.627038717684538 -6.7568353633222911 0.29771169840899947 3.5161176930303157 -1.7825560933893376 0.0037688278173357236 leaf_weight=30234 35 29 41 25 41 29 28 21 23 33 23 39 20 199 750 23 29 153 23 22 331660 leaf_count=30234 35 29 41 25 41 29 28 21 23 33 23 39 20 199 750 23 29 153 23 22 331660 internal_value=0 1.17975 -6.74136e-05 -2.56673 0.000632106 1.7152 5.74301 -1.98778 -0.428271 0.44463 0.412953 7.02295e-05 1.40079 -0.000157392 -0.293432 1.49501 -0.811872 0.000653413 0.718299 -0.449762 0.0003044 internal_weight=0 132 363348 99 363249 119 57 62 103 74 80 363130 59 363071 1001 222 779 362070 176 57 361894 internal_count=363480 132 363348 99 363249 119 57 62 103 74 80 363130 59 363071 1001 222 779 362070 176 57 361894 cat_boundaries=0 6 7 cat_threshold=1048576 262208 256 4194304 16384 2147483648 128 is_linear=0 shrinkage=0.01 Tree=690 num_leaves=23 num_cat=0 split_feature=8 19 6 12 1 3 13 0 5 10 5 11 14 1 0 3 3 0 6 0 2 0 split_gain=1.98942e+06 7.60779e+06 7.37215e+06 1.98134e+06 6.46868e+06 2.11414e+06 1.86431e+07 1.02514e+07 3.65446e+06 1.82728e+06 1.55537e+06 1.0289e+06 7.02012e+06 1.67624e+06 6.81801e+06 7.11047e+06 1.88742e+06 1.01106e+06 896109 657204 6.23164e+06 649392 threshold=2877.4750000000008 306.43000000000006 1520.8892800000003 2813.3566500000006 860.12500000000011 2692.2960000000003 320.24300000000005 2773.7250000000004 1287.5327000000002 1274.5290000000002 7.2831999999999999 2995.7383125000001 189.65970000000004 2779.5510000000008 1114.9175000000002 507.85850000000005 974.18930000000012 43.656767000000009 6.3606000000000007 2773.7250000000004 26.254000000000001 428.79030000000006 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 18 5 17 11 7 8 10 -4 -7 13 -13 19 15 -15 -16 -5 -2 21 -21 -1 right_child=1 -3 9 4 -6 6 -8 -9 -10 -11 -12 12 -14 14 16 -17 -18 -19 -20 20 -22 -23 leaf_value=0.00051717834610825499 0.88947512308756516 4.4178136835098272 -7.840433659076691 -0.92126677314440419 -6.4892937879562371 1.137129955756955 9.0497392745971688 -6.9898261890411382 4.6910732660293579 -3.5657601776123045 -1.8311852448986423 -1.3337275092601777 6.0931205821037295 -1.2237241809409962 -2.445231672216345 5.4691716731678355 -6.4983237218856811 1.9814074702262878 -1.407434226989746 -1.6696529199562822 3.2738079807805081 -0.14426212836519478 leaf_weight=359769 33 20 20 30 20 41 25 20 20 20 31 35 20 57 27 22 20 20 35 51 51 3125 leaf_count=359769 33 20 20 30 20 41 25 20 20 20 31 35 20 57 27 22 20 20 35 51 51 3125 internal_value=0 -1.24746 -2.29659 -0.000552722 -1.6828 -0.000228603 1.24178 -0.501067 0.909533 -5.7031 -0.140895 -0.000697122 1.36694 -0.000904271 -1.15411 0.64012 -4.16995 0.239803 -0.292758 -0.000503979 0.802078 -0.000729564 internal_weight=0 128 108 363384 70 363314 137 112 92 40 72 363177 55 363122 126 79 47 50 68 362996 102 362894 internal_count=363512 128 108 363384 70 363314 137 112 92 40 72 363177 55 363122 126 79 47 50 68 362996 102 362894 is_linear=0 shrinkage=0.01 Tree=691 num_leaves=25 num_cat=0 split_feature=8 19 6 12 1 5 26 3 15 6 10 4 13 2 1 3 3 3 8 10 5 0 6 1 split_gain=1.94983e+06 7.45639e+06 7.22544e+06 1.94191e+06 6.33995e+06 2.08713e+06 9.34451e+06 1.7373e+07 9.54859e+06 5.38297e+06 1.79092e+06 1.44086e+06 1.67371e+07 5.0874e+06 2.45559e+06 1.11367e+07 4.23656e+06 2.08765e+06 1.11244e+06 995907 4.80195e+06 990942 878276 815196 threshold=2877.4750000000008 306.43000000000006 1520.8892800000003 2813.3566500000006 860.12500000000011 2763.7525000000005 2022.5000000000002 1278.9218000000003 397.08350000000007 32.674200000000006 1274.5290000000002 2632.2792750000003 258.66500000000002 215.24100000000001 2779.5510000000008 1107.1660000000004 353.54500000000002 55.204000000000015 60.344000000000008 2855.9890500000006 299.80000000000007 43.656767000000009 6.3606000000000007 584.17800000000011 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 22 5 21 11 7 -7 9 -8 -4 14 13 17 19 16 -16 -13 -15 23 -21 -5 -2 -1 right_child=1 -3 10 4 -6 6 8 -9 -10 -11 -12 12 -14 18 15 -17 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=0.00036459403720017506 0.88058043104229555 4.3736353898048401 -7.7620292598009115 -0.91205410257975261 -6.4244008598327644 -0.47112927118937176 -0.53368718437526541 11.825603038787843 4.2668873890963468 -7.6272784740924839 -3.5301023101806641 -0.35158387903983779 9.4049685687273747 -5.0270881062746051 -1.0141108468600681 -7.5210010411341992 4.204609561920166 3.9458204526901244 -1.6917570087909699 -0.98265823988538048 4.6604360473632811 1.9615933885574341 -1.3933599057878767 -0.20320116398518923 leaf_weight=360941 33 20 20 30 20 27 23 20 22 20 20 26 20 20 70 24 20 20 20 38 25 20 35 1978 leaf_count=360941 33 20 20 30 20 27 23 20 22 20 20 26 20 20 70 24 20 20 20 38 25 20 35 1978 internal_value=0 -1.23499 -2.27362 -0.000547195 -1.66597 -0.000226317 1.36467 4.76152 -1.09152 -3.83303 -5.64607 -0.000647207 1.16507 -0.751182 -0.00098752 -1.46842 0.145605 1.51685 -3.35942 -0.000526652 1.25666 0.237405 -0.28983 -0.000744891 internal_weight=0 128 108 363384 70 363314 112 47 65 43 40 363202 106 86 363096 114 90 46 40 362982 63 50 68 362919 internal_count=363512 128 108 363384 70 363314 112 47 65 43 40 363202 106 86 363096 114 90 46 40 362982 63 50 68 362919 is_linear=0 shrinkage=0.01 Tree=692 num_leaves=22 num_cat=1 split_feature=9 19 13 0 4 8 4 5 7 2 10 5 2 13 1 0 24 18 2 0 6 split_gain=2.43804e+06 5.60548e+06 1.05093e+07 3.08994e+06 2.66995e+06 1.71993e+06 5.0377e+06 2.23873e+06 1.50614e+07 1.47074e+06 1.15575e+06 4.65857e+06 1.38789e+06 1.59692e+07 6.5079e+06 1.711e+06 4.53498e+06 648948 407784 56599.1 1457.23 threshold=2724.2674800000009 380.04000000000002 1950.3035000000002 1501.0951200000002 586.56060000000014 2877.4750000000008 970.01225000000011 2763.7525000000005 654.14525000000003 547.57500000000016 2855.9890500000006 299.80000000000007 2593.0505000000003 33.274025000000009 1891.4572200000002 988.99750000000006 0 749.28243750000013 182.49450000000004 20.404800000000005 16.572500000000002 decision_type=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 3 4 -2 7 18 10 9 19 12 20 15 14 -14 17 -17 -1 -7 -9 -12 right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=0.00033966771847251942 -0.19746423085530598 3.4166041305065153 -8.673948547726587 2.5688644336518784 -4.5592275345843776 -0.087492241730561138 -4.1661848916505511 -0.62991956710815433 6.3935685632167711 -3.3433612224578861 -1.0402016646787524 4.1848517633253532 0.38124662618758159 7.0596254993207523 -5.7601064042611556 0.25130845079975805 -1.1057800466068013 -0.4348352264918105 1.6848059039115908 0.10510717916488649 -0.91948582267761225 leaf_weight=361668 36 20 21 21 23 37 38 22 39 25 20 31 80 33 22 498 475 343 20 20 20 leaf_count=361668 36 20 21 21 23 37 38 22 39 25 20 31 80 33 22 498 475 343 20 20 20 internal_value=0 -1.42021 -2.378 -0.72531 -1.89781 -0.000499477 -1.34585 -0.000147674 1.45292 -1.42299 -0.000571763 1.27516 -0.000821205 1.01293 -0.943359 -0.00119824 -0.419978 -7.2654e-05 0.534367 -0.279907 -0.979844 internal_weight=0 121 101 80 59 363391 95 363296 106 67 363190 71 363119 135 102 362984 973 362011 57 42 40 internal_count=363512 121 101 80 59 363391 95 363296 106 67 363190 71 363119 135 102 362984 973 362011 57 42 40 cat_boundaries=0 1 cat_threshold=3666 is_linear=0 shrinkage=0.01 Tree=693 num_leaves=21 num_cat=0 split_feature=9 19 13 12 7 8 4 5 7 3 10 5 4 13 5 1 3 1 5 3 split_gain=2.38953e+06 5.49393e+06 1.03002e+07 8.08823e+06 3.59485e+06 1.6857e+06 4.93745e+06 2.19418e+06 1.47616e+07 1.64398e+06 1.13275e+06 4.56587e+06 1.19331e+06 1.51438e+07 4.11532e+06 2.46947e+06 1.02118e+07 925417 346786 216819 threshold=2724.2674800000009 380.04000000000002 1950.3035000000002 517.51460000000009 1113.0755000000001 2877.4750000000008 970.01225000000011 2763.7525000000005 654.14525000000003 1107.1660000000004 2855.9890500000006 299.80000000000007 2632.2792750000003 10.503750000000002 575.25150000000008 2779.5510000000008 1471.8415000000002 584.17800000000011 93.825125 22.503750000000004 decision_type=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 -2 7 18 10 9 19 12 -12 15 14 -14 17 -17 -1 -7 -9 right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 -21 leaf_value=0.00052242535953504515 -0.4133566228081198 3.382437946557999 -8.5872089458647221 4.7892909178733829 -5.3529321443117581 -0.044442232492807751 -4.1245231229380561 -0.95251921873826251 6.3296329439603367 -3.7271102773575557 -0.97004533396661285 4.1430031868719279 -2.5155968480156021 8.8700992813110346 2.2964708052741156 -0.06289934924534625 -7.9625968637466427 -0.21658737094780353 1.5899339656829836 0.43240503787994383 leaf_weight=360936 34 20 21 20 26 37 38 26 39 21 40 31 52 20 27 90 20 1974 20 20 leaf_count=360936 34 20 21 20 26 37 38 26 39 21 40 31 52 20 27 90 20 1974 20 20 internal_value=0 -1.40601 -2.35422 -0.718057 -2.55384 -0.000494717 -1.3324 -0.000146432 1.43839 -1.40876 -0.00056628 1.26241 -0.000813228 1.09693 -0.870966 -0.00111259 -1.49921 -0.000658514 0.529023 -0.350378 internal_weight=0 121 101 80 60 363391 95 363296 106 67 363190 71 363119 99 79 363020 110 362910 57 46 internal_count=363512 121 101 80 60 363391 95 363296 106 67 363190 71 363119 99 79 363020 110 362910 57 46 is_linear=0 shrinkage=0.01 Tree=694 num_leaves=23 num_cat=1 split_feature=9 19 14 12 7 8 6 5 7 3 10 5 2 12 7 0 24 18 3 7 3 6 split_gain=2.34197e+06 5.38461e+06 7.47188e+06 5.77902e+06 4.01673e+06 1.65216e+06 4.94682e+06 2.15052e+06 1.44679e+07 1.61126e+06 1.11021e+06 4.475e+06 1.3697e+06 8.57074e+06 2.3989e+07 1.67308e+06 4.44375e+06 636389 582744 359194 212504 1428.23 threshold=2724.2674800000009 380.04000000000002 1541.2800000000002 543.33000000000004 1113.0755000000001 2877.4750000000008 1520.8892800000003 2763.7525000000005 654.14525000000003 1107.1660000000004 2855.9890500000006 299.80000000000007 2593.0505000000003 125.1855 46.839000000000006 988.99750000000006 0 749.28243750000013 507.85850000000005 53.101000000000006 22.503750000000004 16.572500000000002 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=5 2 3 4 -2 7 18 10 9 20 12 21 15 14 -14 17 -17 -1 19 -7 -9 -12 right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 leaf_value=0.00034170205632226233 -0.22186570560230931 3.3486136785745622 -7.8043859882354747 3.6856752586364747 -5.3881675232781303 0.40384257576682353 -5.2439364906152095 -0.94299401650061987 6.266336677746895 -3.6898393231346494 -1.0200991988033057 4.1015730384088336 -0.10424852438462086 -3.2527280242017338 11.719290749376471 0.2491942592293728 -1.0941653703949654 -0.4306016789680841 1.4543480997085572 -1.2906486165934596 0.42808104038238526 -0.90059057426452638 leaf_weight=361668 34 20 20 20 27 22 24 26 39 21 20 31 78 35 22 498 475 343 20 29 20 20 leaf_count=361668 34 20 20 20 27 22 24 26 39 21 20 31 78 35 22 498 475 343 20 29 20 20 internal_value=0 -1.39195 -2.33067 -0.979141 -2.50859 -0.000489771 -1.31907 -0.000144968 1.424 -1.39467 -0.000560618 1.24979 -0.000805096 1.00628 2.49693 -0.00117965 -0.415292 -6.66103e-05 0.0076435 -0.559692 -0.346874 -0.960345 internal_weight=0 121 101 81 61 363391 95 363296 106 67 363190 71 363119 135 100 362984 973 362011 71 51 46 40 internal_count=363512 121 101 81 61 363391 95 363296 106 67 363190 71 363119 135 100 362984 973 362011 71 51 46 40 cat_boundaries=0 1 cat_threshold=3666 is_linear=0 shrinkage=0.01 Tree=695 num_leaves=21 num_cat=0 split_feature=19 15 17 12 9 4 7 5 3 7 9 0 11 6 5 4 1 10 6 5 split_gain=1.61409e+06 8.04995e+06 3.77061e+06 9.82875e+06 2.65793e+06 1.48925e+07 5.24469e+06 1.63734e+07 2.67554e+06 1.63154e+07 2.50636e+07 4.64529e+06 2.13333e+06 1.51313e+06 1.23148e+06 852497 3.12147e+06 1.00054e+06 141893 66940.9 threshold=2812.9105000000004 1206.4050000000002 2732.1750000000006 596.83500000000015 2724.2674800000009 2632.2792750000003 2690.3565000000003 1874.1882800000003 2692.2960000000003 111.36450000000001 300.85418000000004 2773.7250000000004 1602.5343235000003 685.98275000000012 763.31500000000017 2632.2792750000003 1891.4572200000002 2855.9890500000006 19.637625000000003 0.76750000000000018 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 -4 6 12 8 13 15 11 -11 -10 14 18 19 17 -17 -1 -8 -6 right_child=1 -3 3 -5 5 -7 7 -9 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=9.2412359604439171e-05 -1.6272091506208692 6.679387931346894 1.1912701565944233 -8.133245707511902 1.2363013661991467 8.7163716669704598 -0.62923171937465672 -8.9474860297309036 0.31381917830436462 14.271409752255394 -1.1785323338281541 -5.0347631991993298 -3.1748880844116214 1.6929135299451423 -1.0623405403926456 -0.073518694481630439 -4.4547560470104219 1.4291430885207896 -1.7320577311515808 2.0356645050048829 leaf_weight=362563 28 20 26 20 22 23 28 27 62 21 21 22 20 33 29 87 20 49 20 20 leaf_count=362563 28 20 26 20 22 23 28 27 62 21 21 22 20 33 29 87 20 49 20 20 internal_value=0 1.83387 -1.0741e-05 -2.86287 0.000351978 1.52704 -0.00012754 -2.20348 0.000528282 1.45748 6.54644 -1.087 -0.290041 0.0445247 0.522592 2.21716e-05 -0.892442 0.000285521 -1.08874 1.61695 internal_weight=0 48 363113 46 363067 114 362953 108 362845 126 42 84 91 81 71 362719 107 362612 48 42 internal_count=363161 48 363113 46 363067 114 362953 108 362845 126 42 84 91 81 71 362719 107 362612 48 42 is_linear=0 shrinkage=0.01 Tree=696 num_leaves=19 num_cat=1 split_feature=19 9 17 8 9 8 7 5 7 10 4 24 2 0 14 1 13 26 split_gain=1.58197e+06 6.87765e+06 3.69558e+06 1.17726e+07 2.60504e+06 1.49818e+07 5.14032e+06 1.60476e+07 2.11446e+06 1.42972e+06 1.25512e+06 5.19531e+06 2.21308e+07 3.6223e+06 1.10868e+06 950367 880008 16110.6 threshold=2812.9105000000004 564.5870000000001 2732.1750000000006 607.31900000000007 2724.2674800000009 2877.4750000000008 2690.3565000000003 1874.1882800000003 1113.0755000000001 26.251000000000001 784.4625000000002 0 1800.6974500000001 2773.7250000000004 2857.2975000000001 1256.4300000000001 26.251840000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=2 -2 4 -4 6 8 10 9 16 17 14 12 -12 -13 15 -1 -6 -8 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 13 -14 -15 -16 -17 -18 -19 leaf_value=-0.00012803945219247168 -1.6664271482366784 5.9305792253667651 1.6027299393140353 -8.6022975988388062 1.7880365567737155 8.7226303971332051 -0.9646168804168701 -8.8580111157452617 -2.3805627229809763 1.4928811140318174 0.67186092539465636 0.1064328908539833 10.759014892056584 -2.9300522104123745 1.8607006174325944 -0.43771676632240264 -0.71607754624408226 -1.3489092933138214 leaf_weight=361079 26 22 26 20 36 23 20 27 32 37 232 940 24 41 32 497 23 24 leaf_count=361079 26 22 26 20 36 23 20 27 32 37 232 940 24 41 32 497 23 24 internal_value=0 1.81553 -1.06334e-05 -2.83424 0.000348459 1.51177 -0.000126265 -2.18144 -0.310752 0.0440795 0.000522999 0.318515 1.55672 -0.0202676 -0.000564797 -0.000729522 0.811856 -1.17423 internal_weight=0 48 363113 46 363067 114 362953 108 91 81 362845 1237 256 981 361608 361576 59 44 internal_count=363161 48 363113 46 363067 114 362953 108 91 81 362845 1237 256 981 361608 361576 59 44 cat_boundaries=0 1 cat_threshold=81 is_linear=0 shrinkage=0.01 Tree=697 num_leaves=23 num_cat=1 split_feature=20 5 16 7 1 7 11 5 7 24 4 0 4 12 12 4 10 14 15 4 10 16 split_gain=1.56579e+06 1.1555e+07 1.93072e+06 6.87914e+06 942368 1.69544e+07 1.68463e+07 5.88461e+06 2.13104e+07 3.43647e+06 8.11148e+06 2.25504e+06 2.18134e+06 1.74215e+06 771540 2.42236e+06 2.09989e+06 1.57773e+06 1.56993e+06 733895 700726 670872 threshold=1756.0800000000002 992.2919965000001 2836.7725000000005 1113.0755000000001 1256.4300000000001 2690.3565000000003 311.45550000000009 2763.7525000000005 654.14525000000003 0 1876.5445000000002 1836.963 2632.2792750000003 1092.2600000000002 875.1645000000002 1291.5535000000002 2855.9890500000006 1867.1242800000002 30.245625000000008 117.58985000000001 181.99052500000002 543.33000000000004 decision_type=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 21 4 -4 7 9 -7 14 19 10 11 -6 13 -11 16 17 20 -16 -17 -9 -1 -2 right_child=1 -3 3 -5 5 6 -8 8 -10 12 -12 -13 -14 -15 15 18 -18 -19 -20 -21 -22 -23 leaf_value=-0.00089959535742388064 0.010234733469345992 7.7637952568417505 0.84663385566543126 -6.5444711847305301 0.77017262242173634 -12.851970747084845 -0.46386560274207073 0.13053611543443469 9.9376911700213402 -0.52161196663740439 6.1661040659304023 -2.1430242686117853 -3.061466527446624 1.6724327974319459 -0.27397725637865372 -4.5926339058876042 2.4502048336671929 2.4668737862326884 -1.0982762932777406 -2.2472167358398436 0.12475339679859004 -2.1734432913114627 leaf_weight=357140 34 21 34 20 186 21 23 27 27 380 27 31 31 40 463 20 35 22 36 25 4494 24 leaf_count=357140 34 21 34 20 186 21 23 27 27 380 27 31 31 40 463 20 35 22 36 25 4494 24 internal_value=0 1.40791 -7.92477e-05 -1.89081 0.000201997 -0.356533 -6.37637 0.000929667 2.7299 0.0245791 0.957886 0.354002 -0.490717 -0.312655 0.000334465 -0.377026 0.000898936 -0.14965 -2.34626 -1.01261 0.000661885 -0.893356 internal_weight=0 79 363082 54 363028 739 44 362289 79 695 244 217 451 420 362210 541 361669 485 56 52 361634 58 internal_count=363161 79 363082 54 363028 739 44 362289 79 695 244 217 451 420 362210 541 361669 485 56 52 361634 58 cat_boundaries=0 1 cat_threshold=2384 is_linear=0 shrinkage=0.01 Tree=698 num_leaves=21 num_cat=0 split_feature=20 7 17 10 9 4 7 3 2 3 7 9 0 7 16 13 4 1 10 0 split_gain=1.53463e+06 9.69433e+06 3.68223e+06 7.03494e+06 2.71104e+06 1.52398e+07 4.97255e+06 1.28807e+07 2.34069e+06 2.1578e+06 1.43732e+07 2.7088e+07 4.57694e+06 1.80951e+06 1.53747e+06 959123 876586 1.94522e+06 956227 616844 threshold=1756.0800000000002 1489.0961200000002 2732.1750000000006 642.33175000000017 2724.2674800000009 2632.2792750000003 2690.3565000000003 2692.2960000000003 12.50445 2692.2960000000003 111.36450000000001 300.85418000000004 2773.7250000000004 987.73900000000015 543.33000000000004 26.251840000000005 2632.2792750000003 1461.4925000000003 2855.9890500000006 1114.9175000000002 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 14 4 -4 6 13 9 8 -8 16 12 -12 -11 15 -2 -6 18 -18 -1 -10 right_child=1 -3 3 -5 5 -7 7 -9 19 10 11 -13 -14 -15 -16 -17 17 -19 -20 -21 leaf_value=5.85392040021854e-05 0.64458261506425008 7.4105053653717041 0.75500476665496818 -7.0960772057941988 1.8394190107073103 9.0167420881444755 1.550399829694203 -9.1748623366582951 -0.82464574024595072 0.31109304181991088 14.116202726818267 -1.9455691937037878 -4.9979943275451664 -2.1314571033824574 -2.6653170620876807 -0.8251635759527034 -0.1283637937101034 -3.2867661831929134 1.3971077782767158 -3.017583565090014 leaf_weight=362537 36 20 25 21 35 22 35 21 29 62 21 21 22 33 23 22 78 26 49 23 leaf_count=362537 36 20 25 21 35 22 35 21 29 62 21 21 22 33 23 22 78 26 49 23 internal_value=0 1.39383 -7.84551e-05 -2.82918 0.000280019 1.55586 -0.00020004 -2.14562 -0.44891 0.000438591 1.30885 6.08532 -1.07938 -0.267911 -0.645717 0.810984 -1.59568e-05 -0.917964 0.000247337 -1.7946 internal_weight=0 79 363082 46 363036 112 362924 108 87 362816 126 42 84 90 59 57 362690 104 362586 52 internal_count=363161 79 363082 46 363036 112 362924 108 87 362816 126 42 84 90 59 57 362690 104 362586 52 is_linear=0 shrinkage=0.01 Tree=699 num_leaves=21 num_cat=0 split_feature=19 15 17 8 9 8 7 3 11 3 7 9 0 0 10 0 7 4 1 10 split_gain=1.53353e+06 7.75215e+06 3.57398e+06 1.1432e+07 2.5121e+06 1.46397e+07 4.87392e+06 1.26244e+07 2.79976e+06 2.55638e+06 1.56648e+07 2.40295e+07 4.48586e+06 2.02188e+06 2.02111e+06 1.56882e+06 936470 823523 3.02954e+06 937164 threshold=2812.9105000000004 1206.4050000000002 2732.1750000000006 607.31900000000007 2724.2674800000009 2877.4750000000008 2690.3565000000003 2692.2960000000003 1602.5343235000003 2692.2960000000003 111.36450000000001 300.85418000000004 2773.7250000000004 1114.9175000000002 186.21250000000003 474.32500000000005 57.965000000000011 2632.2792750000003 1891.4572200000002 2855.9890500000006 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 -4 6 8 9 13 15 17 12 -12 -11 14 -8 16 -6 19 -19 -1 right_child=1 -3 3 -5 5 -7 7 -9 -10 10 11 -13 -14 -15 -16 -17 -18 18 -20 -21 leaf_value=8.2660775853814488e-05 -1.6089414816243308 6.542560247898102 1.5850833939531674 -8.4712250194549572 0.96061473175331402 8.6126118079475731 -0.72863493935628376 -9.0831139410109749 -3.6219049987792973 0.30798207498365832 13.975041325887045 -1.1528286625090101 -4.948014364242554 -2.9874077083753505 3.1052856655120848 2.9876179428100587 -1.754226303100586 -0.070381250299256432 -4.3866242737770085 1.3831367692168877 leaf_weight=362563 28 20 26 20 27 23 44 21 20 62 21 21 22 23 20 20 24 87 20 49 leaf_count=362563 28 20 26 20 27 23 44 21 20 62 21 21 22 23 20 20 24 87 20 49 internal_value=0 1.78752 -1.37423e-05 -2.78722 0.000339393 1.48456 -0.000126785 -2.12417 -0.317039 0.00050543 1.42464 6.41111 -1.06859 -0.444421 0.469465 0.613909 -0.316958 1.07185e-05 -0.877156 0.000269554 internal_weight=0 48 363113 46 363067 114 362953 108 91 362845 126 42 84 87 64 71 51 362719 107 362612 internal_count=363161 48 363113 46 363067 114 362953 108 91 362845 126 42 84 87 64 71 51 362719 107 362612 is_linear=0 shrinkage=0.01 Tree=700 num_leaves=25 num_cat=1 split_feature=17 3 1 5 0 12 10 7 3 6 14 0 0 1 21 7 21 6 1 15 9 25 7 7 split_gain=8.74912e+06 1.05403e+07 3.58882e+06 1.58719e+07 2.4082e+07 2.11675e+07 1.10884e+07 2.03945e+07 2.64159e+06 6.44241e+06 2.57855e+06 2.26166e+06 2.09681e+06 1.34951e+06 474355 896402 823067 2.73764e+06 488191 477766 448797 1.88245e+06 664818 328162 threshold=2732.1750000000006 802.00500000000011 2779.5510000000008 14.489570000000002 1501.0951200000002 977.87575000000004 152.20455000000001 274.78110000000004 2692.2960000000003 797.20500000000004 220.00804550000001 54.605550000000008 5.882454000000001 1097.7209 927.22500000000002 710.08000000000004 522.00500000000011 571.28500000000008 254.73937500000002 719.44288000000017 383.33200000000005 0 71.311500000000009 32.536410000000011 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 -2 8 4 11 6 7 -5 14 12 -11 -4 -10 -14 16 18 20 19 23 -18 22 -22 -1 -16 right_child=1 -3 3 5 -6 -7 -8 -9 9 10 -12 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 leaf_value=-0.0020684082611217777 -0.67982201634134565 -9.7801750414371487 3.2154093500284047 -7.3548500318112575 13.418742957944456 6.7003503030300138 -8.8994101132665371 6.2755657958984372 2.0330651243109452 -6.1758283865040742 -1.574702635265532 -0.95561098172114445 -2.842924195994502 0.70883231258392332 -0.29234043420155842 -2.4863989475795201 0.0092311892439337333 4.0704910278320314 -1.6730776228904725 1.6298408889770508 0.26543590405891682 -0.33348933361614963 0.078223117344413048 1.0306090927124023 leaf_weight=349528 35 20 26 23 23 25 28 21 38 29 21 26 23 20 75 21 136 21 20 21 773 1591 10626 25 leaf_count=349528 35 20 26 23 23 25 28 21 38 29 21 26 23 20 75 21 136 21 20 21 773 1591 10626 25 internal_value=0 -3.98904 -0.000320833 1.44382 4.89848 -1.22731 -3.97997 -0.849424 -0.00100517 -1.42078 -4.24336 1.1299 0.321554 -1.19094 -0.000492567 -0.580399 -0.000267126 0.679564 -0.246849 0.226001 -0.00060093 -0.137936 0.000300517 0.0383969 internal_weight=0 55 363140 172 75 97 72 44 362968 131 50 52 81 43 362837 141 362696 178 120 157 362518 2364 360154 100 internal_count=363195 55 363140 172 75 97 72 44 362968 131 50 52 81 43 362837 141 362696 178 120 157 362518 2364 360154 100 cat_boundaries=0 7 cat_threshold=201671680 263204 1052928 5242880 2114560 1025 2 is_linear=0 shrinkage=0.01 Tree=701 num_leaves=29 num_cat=3 split_feature=17 4 1 13 2 7 26 2 4 2 1 7 25 9 6 10 5 8 11 25 15 1 5 7 24 26 8 12 split_gain=8.57501e+06 1.00307e+07 3.5174e+06 1.56733e+07 1.07228e+07 1.27741e+07 4.46314e+06 8.58203e+06 3.67694e+06 3.70674e+06 1.45436e+06 591612 1.94615e+06 3.33488e+06 3.56044e+06 2.00916e+06 1.86668e+06 777997 736139 1.65467e+06 1.75672e+06 1.25128e+06 739291 1.9037e+06 665167 579185 559712 406614 threshold=2732.1750000000006 1291.5535000000002 2779.5510000000008 320.24300000000005 1800.6974500000001 274.78110000000004 2022.5000000000002 13.802000000000001 2632.2792750000003 257.07623000000007 1461.4925000000003 1113.0755000000001 0 182.40500000000003 287.23380000000003 800.19400000000007 1287.5327000000002 903.726 442.10084200000006 1 770.26725000000022 1256.4300000000001 2763.7525000000005 7.3144500000000008 2 2022.5000000000002 42.484360000000002 30.416400000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 left_child=2 -2 8 4 6 -6 7 -4 11 26 -11 18 13 14 -13 -15 24 -18 22 20 -20 -21 25 -24 -14 -1 -10 -8 right_child=1 -3 3 -5 5 -7 27 -9 9 10 -12 12 16 15 -16 -17 17 -19 19 21 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=0.011564756111470755 -0.59290767546962286 -9.3830685306730715 8.6868330331282184 8.1326183618759291 -8.7362004699707025 1.84327515738351 -1.2760642778873443 0.52024251445647207 -0.73742317875226338 -2.2362451735702722 -5.3970235856374114 0.48924176597595215 0.2612757375417662 -1.6151631157738822 5.7856527467207481 1.4665707459169275 -3.2954230919751257 -1.140012246265131 0.91067430152924145 -0.061849463437571119 -1.3906426048278808 1.5107713726331602 -0.22622565852271187 3.6216990318298339 -0.65650172024849329 -0.013782717678797619 1.2294755811276643 0.65455491054058068 leaf_weight=181286 34 21 22 29 25 21 24 31 39 37 24 30 111 56 22 34 33 34 422 1115 36 53 36 20 247 179310 23 20 leaf_count=181286 34 21 22 29 25 21 24 31 39 37 24 30 111 56 22 34 33 34 422 1115 36 53 36 20 247 179310 23 20 internal_value=0 -3.94915 -0.000317643 1.42938 0.0699802 -3.90644 1.95571 3.91015 -0.000995135 -1.72968 -3.47983 -0.00040913 -0.323175 0.666947 2.73003 -0.450953 -0.65429 -2.20163 9.60292e-05 0.212392 0.714191 0.00943016 -0.00086111 1.14803 -0.382979 -0.00103953 -0.00776719 -0.39851 internal_weight=0 55 363140 172 143 46 97 53 362968 123 61 362845 567 142 52 90 425 67 362278 1626 458 1168 360652 56 358 360596 62 44 internal_count=363195 55 363140 172 143 46 97 53 362968 123 61 362845 567 142 52 90 425 67 362278 1626 458 1168 360652 56 358 360596 62 44 cat_boundaries=0 1 8 9 cat_threshold=32768 17920 134250560 4368 4194304 5120 1 2 1105 is_linear=0 shrinkage=0.01 Tree=702 num_leaves=26 num_cat=2 split_feature=17 3 0 7 9 3 12 4 2 2 10 8 26 5 7 3 3 5 8 2 3 26 25 25 4 split_gain=8.40436e+06 1.01985e+07 2.09515e+06 1.53794e+07 5.96155e+07 2.51112e+07 2.13906e+07 5.4564e+06 7.59826e+06 3.50541e+06 1.32233e+06 1.57447e+06 1.12881e+06 939162 6.56279e+06 1.28149e+06 779331 2.44239e+06 2.63146e+06 1.0669e+06 565819 507817 1.80701e+06 1.59157e+06 42127.5 threshold=2732.1750000000006 802.00500000000011 2773.7250000000004 148.25225000000003 165.12600000000003 353.54500000000002 517.51460000000009 2632.2792750000003 1800.6974500000001 26.254000000000001 686.95125000000019 42.484360000000002 2022.5000000000002 2763.7525000000005 572.8955000000002 214.42080000000001 2692.2960000000003 118.90150000000001 903.726 104.10200000000002 165.11725000000004 2022.5000000000002 0 1 53.21200000000001 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 9 2 left_child=2 -2 7 5 -5 9 -6 13 10 12 11 20 -4 16 15 24 21 19 -19 -18 -9 22 -1 -23 -15 right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 18 -20 -21 -22 23 -24 -25 -26 leaf_value=0.094071528285061295 -0.65453735374552868 -9.6061228652000441 1.6539468252247778 19.326960540771484 -7.65394672241211 -8.7396362993121155 5.1829889311613861 -0.408709902209895 -7.0207407073974606 4.992714700698853 -3.022272506843914 1.6004723002992827 -1.3499570525776254 0.33084147019819782 4.2511606136121252 -2.9504048425501042 -0.72295756835937497 -4.0350166587268603 0.46724611191522508 2.198553958129883 -2.5801519339425223 -0.18164337347255707 -0.00041036441384569537 -0.0068121929832487072 -0.30329275703430175 leaf_weight=23202 35 20 29 20 25 32 27 28 25 24 22 29 22 22 38 22 25 34 21 25 21 5356 158238 175833 20 leaf_count=23202 35 20 29 20 25 32 27 28 25 24 22 29 22 22 38 22 25 34 21 25 21 5356 158238 175833 20 internal_value=0 -3.90966 -0.000314575 1.0813 4.6546 -1.32316 -0.988615 -0.000847993 -2.08978 1.84121 -0.857034 -0.246325 0.358145 -0.00012834 0.959293 -0.995254 -0.000398127 -0.861795 -2.31597 0.737798 -1.33933 -0.000148708 0.0116769 -0.0119907 0.0288728 internal_weight=0 55 363140 179 72 107 52 362961 125 75 100 78 51 362836 102 64 362734 105 55 50 49 362629 181440 181189 42 internal_count=363195 55 363140 179 72 107 52 362961 125 75 100 78 51 362836 102 64 362734 105 55 50 49 362629 181440 181189 42 cat_boundaries=0 6 12 cat_threshold=1074823168 1073807428 268501584 1079067696 4229649 276824587 1074790400 4 1 1073824016 33280 2 is_linear=0 shrinkage=0.01 Tree=703 num_leaves=25 num_cat=2 split_feature=17 3 1 0 9 6 3 4 0 4 26 0 1 19 2 19 15 6 4 26 25 25 6 3 split_gain=8.23712e+06 9.99553e+06 3.46014e+06 1.36582e+07 3.57192e+07 4.54029e+06 4.46785e+06 3.5619e+06 4.42896e+06 2.73108e+06 1.71035e+06 973360 980097 561488 1.02108e+06 652665 1.5061e+06 1.68168e+06 1.09141e+06 560144 1.78668e+06 1.75488e+06 280237 9795.99 threshold=2732.1750000000006 802.00500000000011 2779.5510000000008 2773.7250000000004 85.335000000000022 1520.8892800000003 542.09453100000007 2632.2792750000003 1266.1895000000002 1291.5535000000002 2022.5000000000002 562.18200000000013 185.21731000000003 1711.5412500000002 322.86800000000011 425.06250000000006 219.18300000000002 889.19240000000013 417.12564900000007 2022.5000000000002 0 1 34.441200000000002 19.643625000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 left_child=2 -2 7 5 -5 6 10 13 11 -8 -4 12 23 15 22 19 18 -18 -17 21 -21 -1 -15 -9 right_child=1 -3 3 4 -6 -7 9 8 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 20 -22 -23 -24 -25 leaf_value=0.098488937627500342 -0.64799196739281928 -9.510061533451081 -2.9171937979184661 14.797522984380308 -3.4753264369964598 -4.1333056743939718 5.9302249135971072 -0.45651260512215752 -4.7725244367823887 0.7042470636367798 0.39396566103666258 1.3522909759339832 -2.9706106758117676 -0.50033141732925457 -2.2591711025853312 0.14544191767410797 1.4600623412046605 -0.8227399117201567 -1.5845014425603356 -0.20226806566692079 -0.0079758367493560876 0.000528540061687537 0.93786846065521245 -0.16674444007873537 leaf_weight=20623 35 20 26 23 20 24 20 28 34 20 39 21 20 42 31 330 167 40 41 4854 175837 160860 20 20 leaf_count=20623 35 20 26 23 20 24 20 28 34 20 39 21 20 42 31 330 167 40 41 4854 175837 160860 20 20 internal_value=0 -3.87056 -0.000311456 1.4177 6.29852 -0.209242 0.687686 -0.00098341 -1.70242 3.31724 -0.930498 -0.529566 -1.11073 -0.000406645 -0.777321 -0.000207465 0.335557 1.01894 -0.0457378 -0.000743318 -0.0132068 0.0116658 -0.036396 -0.335776 internal_weight=0 55 363140 172 43 129 105 362968 123 40 65 89 68 362845 93 362752 578 207 371 362174 180691 181483 62 48 internal_count=363195 55 363140 172 43 129 105 362968 123 40 65 89 68 362845 93 362752 578 207 371 362174 180691 181483 62 48 cat_boundaries=0 6 12 cat_threshold=1074790400 4 1 1073742096 33280 2 1074823168 1073807428 66048 1074873392 4196881 276824075 is_linear=0 shrinkage=0.01 Tree=704 num_leaves=28 num_cat=2 split_feature=17 3 1 5 0 9 26 4 0 0 8 7 25 9 6 3 7 13 11 3 2 7 5 7 24 2 26 split_gain=8.0732e+06 9.79662e+06 3.39128e+06 1.5576e+07 2.35403e+07 1.55485e+07 1.89515e+07 3.49102e+06 4.34082e+06 2.23549e+06 958267 587251 1.89902e+06 3.23914e+06 3.47408e+06 2.95802e+06 1.47199e+06 1.40392e+06 725579 2.74012e+06 1.93032e+06 901056 721353 1.84263e+06 619912 551118 546181 threshold=2732.1750000000006 802.00500000000011 2779.5510000000008 14.489570000000002 1501.0951200000002 1279.0000000000002 2022.5000000000002 2632.2792750000003 1266.1895000000002 54.605550000000008 217.11700000000005 1113.0755000000001 0 182.40500000000003 287.23380000000003 870.71080000000018 1888.9124200000003 889.25750000000005 442.10084200000006 1854.9329420000001 1254.2925000000002 572.8955000000002 2763.7525000000005 7.3144500000000008 1 17.427500000000006 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 1 2 2 left_child=2 -2 7 4 9 6 -5 11 10 -4 25 18 13 14 -13 24 -17 -15 22 20 -20 -21 26 -24 -14 -9 -1 right_child=1 -3 3 5 -6 -7 -8 8 -10 -11 -12 12 15 17 -16 16 -18 -19 19 21 -22 -23 23 -25 -26 -27 -28 leaf_value=0.011214094397447536 -0.64151205958638868 -9.4149612493515029 3.1732815551757811 0.94734882409232002 13.249733762119126 4.4635160684585573 -9.8840421713987983 -0.48272790045573793 -4.7247992139704085 -0.97353349025432878 0.70585453316972069 0.47599624570210775 0.31433838334789982 -1.1345717472269916 5.7077806143327185 -3.2745339958369732 -0.58594466626644137 1.8183918662298293 0.20454536700125772 -3.6941804122924804 1.9267902637930479 -0.79824370883759999 -0.21801721307966446 3.5676892185211182 -0.55236044534557571 -2.5555451351663341 -0.013400593619004409 leaf_weight=181286 35 20 26 35 23 32 30 29 34 26 37 30 125 69 22 56 32 21 1515 22 68 21 36 20 212 23 179310 leaf_count=181286 35 20 26 35 23 32 30 29 34 26 37 30 125 69 22 56 32 21 1515 22 68 21 36 20 212 23 179310 internal_value=0 -3.83186 -0.000308372 1.40352 4.82583 -1.24259 -4.05175 -0.000973606 -1.68539 1.09987 -0.52427 -0.000402609 -0.321976 0.656262 2.68944 -0.648994 -2.29687 -0.445547 0.000100685 0.210869 0.278527 -2.27989 -0.000849564 1.13402 -0.237948 -1.39955 -0.00102581 internal_weight=0 55 363140 172 75 97 65 362968 123 52 89 362845 567 142 52 425 88 90 362278 1626 1583 43 360652 56 337 52 360596 internal_count=363195 55 363140 172 75 97 65 362968 123 52 89 362845 567 142 52 425 88 90 362278 1626 1583 43 360652 56 337 52 360596 cat_boundaries=0 1 2 cat_threshold=32768 1300 is_linear=0 shrinkage=0.01 Tree=705 num_leaves=22 num_cat=2 split_feature=13 4 1 13 9 0 9 0 8 6 17 19 6 10 25 3 18 0 24 3 10 split_gain=7.00357e+06 1.65763e+07 2.23747e+06 2.12844e+07 4.96681e+06 1.44141e+07 1.17482e+07 2.75093e+06 1.77736e+06 3.82178e+06 1.28218e+06 1.24046e+06 2.08239e+06 1.1681e+06 5.57946e+06 1.09545e+07 1.83105e+06 813253 8.70578e+06 1.01778e+06 370047 threshold=2899.2375000000006 1291.5535000000002 2779.5510000000008 320.24300000000005 149.28375000000003 2773.7250000000004 1279.0000000000002 196.47460000000004 2877.4750000000008 1520.8892800000003 863.10525000000018 2191.9772225000002 335.64456000000007 1105.5920000000003 0 1471.8415000000002 749.28243750000013 1501.0951200000002 1 2692.2960000000003 7.283500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 left_child=2 10 8 4 5 7 -6 -4 11 20 -2 13 -13 17 15 -15 -16 19 -19 -1 -10 right_child=1 -3 3 -5 6 -7 -8 -9 9 -11 -12 12 -14 14 16 -17 -18 18 -20 -21 -22 leaf_value=-0.0011091514377640174 -1.0910960767609732 -9.7121589660644538 -3.2669391178362299 10.825720198765397 -8.1266389153220437 8.1165915324471207 2.4630906753540041 0.75747816140311108 -0.98934291124343876 -5.039613490538164 2.0344437172299341 -0.035788552181140798 -3.9784055271602812 1.0914484708363774 -0.032726337440943318 9.0372018203735358 -2.6258330205281579 1.5617644095749692 -1.4674457852788967 1.2600672852993011 0.59662513794437533 leaf_weight=361648 35 25 33 20 22 22 20 35 28 22 21 37 21 131 295 20 30 135 268 64 31 leaf_count=361648 35 25 33 20 22 22 20 35 28 22 21 37 21 131 295 20 30 135 268 64 31 internal_value=0 -2.94159 -0.000791905 1.21222 -0.244367 1.08075 -3.08391 -1.19555 -0.00130021 -1.48244 0.0809813 -0.00096939 -1.46329 -0.000735478 0.494316 2.01071 -0.263968 -0.00138622 -0.450358 -0.000886003 -0.156038 internal_weight=0 81 362882 152 132 90 42 68 362730 81 56 362649 58 362591 476 151 325 362115 403 361712 59 internal_count=362963 81 362882 152 132 90 42 68 362730 81 56 362649 58 362591 476 151 325 362115 403 361712 59 cat_boundaries=0 3 4 cat_threshold=32768 262144 256 1106 is_linear=0 shrinkage=0.01 Tree=706 num_leaves=26 num_cat=1 split_feature=16 10 8 12 6 4 15 0 5 10 25 7 8 16 7 4 0 7 5 12 19 0 9 12 0 split_gain=7.20119e+06 1.74242e+07 2.29908e+06 3.46628e+06 7.14161e+06 1.68535e+06 1.79069e+07 3.40379e+07 2.92822e+06 1.16922e+06 5.0062e+06 1.11132e+07 3.02325e+06 2.7461e+06 1.8166e+06 3.68453e+06 4.37325e+06 1.68426e+06 6.66969e+06 1.0124e+06 816788 805440 700496 551652 294288 threshold=2836.7725000000005 543.30775000000006 2877.4750000000008 1092.2600000000002 1913.0125000000005 2632.2792750000003 85.940000000000012 2773.7250000000004 575.25150000000008 893.42000000000007 0 1489.0961200000002 1128.2175000000002 403.29450000000003 1113.0755000000001 970.01225000000011 1266.1895000000002 608.55210000000022 1530.4632000000001 625.92500000000007 216.76770000000005 15.5815 277.38965000000007 875.1645000000002 76.636200000000017 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 left_child=2 -2 5 4 24 9 7 8 21 14 11 12 -11 19 17 22 -17 20 -19 -12 -1 -7 -16 -15 -4 right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 13 -13 -14 23 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.0027336246075534577 2.5604693474592986 -8.1997289360270784 0.10527378506130643 1.1636463019342134 -7.4791497889432037 -0.29373692412376406 -6.0247465893074326 14.800901756882668 2.5037677727976155 0.27578491506134645 0.38826859846848705 6.8347666375296461 4.2101911700855599 -2.4547501977752235 0.014739812382871342 -1.1304876794723364 -6.5374374448685426 0.28399370237461841 5.33591579578541 -1.0459632150058089 0.254878372707046 -2.9861258881092074 -0.91296101688283748 -0.87482517340244392 -1.4951622371673585 leaf_weight=359420 27 34 27 33 22 25 27 20 31 174 325 35 22 51 291 52 21 814 27 58 1235 20 113 39 20 leaf_count=359420 27 34 27 33 22 25 27 20 31 174 325 35 22 51 291 52 21 814 27 58 1235 20 113 39 20 internal_value=0 -3.43702 -0.000856191 -1.50198 -2.77684 -0.000434155 1.16992 3.19343 0.138827 -0.000831076 0.406305 1.57605 0.717402 -0.19418 -0.00162291 -0.618337 -2.68591 -0.000809149 0.446184 0.171074 -0.00185148 -1.49035 -0.244741 -1.77012 -0.575763 internal_weight=0 61 362902 102 69 362800 123 96 76 362677 704 231 196 473 361973 477 73 361496 841 383 360655 45 404 90 47 internal_count=362963 61 362902 102 69 362800 123 96 76 362677 704 231 196 473 361973 477 73 361496 841 383 360655 45 404 90 47 cat_boundaries=0 3 cat_threshold=32768 262144 256 is_linear=0 shrinkage=0.01 Tree=707 num_leaves=25 num_cat=0 split_feature=8 6 14 7 9 5 3 5 1 7 6 6 6 11 5 18 11 9 1 6 1 3 11 10 split_gain=6.3509e+06 7.28834e+06 4.95868e+06 2.30747e+06 1.30409e+07 1.44193e+07 5.90198e+06 2.10221e+07 2.68751e+07 1.38787e+07 5.59809e+06 4.39427e+06 1.36865e+06 1.24312e+06 5.67612e+06 751920 2.93508e+06 2.00687e+06 1.87353e+06 738551 2.80695e+06 648348 624506 137152 threshold=2877.4750000000008 1520.8892800000003 901.40207500000008 2690.3565000000003 92.591000000000022 1530.4632000000001 2692.2960000000003 7.2831999999999999 56.702905000000008 710.08000000000004 148.87900000000005 268.46175000000005 685.98275000000012 2995.7383125000001 834.63750000000016 1050.0050000000003 352.55614000000003 479.07240500000006 786.48464000000001 1913.0125000000005 107.60950000000001 476.54200000000009 177.60300000000004 11.937000000000001 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 21 -3 6 11 12 13 8 -8 10 -9 -5 -6 15 -15 19 17 -17 -18 22 -21 23 -1 -2 right_child=1 2 -4 4 5 -7 7 9 -10 -11 -12 -13 -14 14 -16 16 18 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.0025699228829321324 -0.39620441834131875 -2.6098298822130479 -9.1292612628936762 -0.030038134765625002 -2.8887943787574768 -10.619466549417249 0.21302592733631964 -0.64921818687802268 15.859921468098959 5.1291908711972445 -7.7190817817052215 6.2587161226272592 0.59076466340285083 -1.0172325163357185 5.734134624481201 -0.2906774746962732 -0.93400585237096567 2.4643812722870799 -3.9216737478971484 -0.59311664683289 1.9258525799253376 1.1966433551094748 0.11576591578052371 -1.5174651477336882 leaf_weight=357618 24 28 20 25 20 23 23 21 21 23 24 20 26 33 20 133 61 33 32 90 87 22 4516 20 leaf_count=357618 24 28 20 25 20 23 23 21 21 23 24 20 26 33 20 133 61 33 32 90 87 22 4516 20 internal_value=0 -2.36134 -5.32626 -0.000677899 -1.42316 -4.15455 -0.000230843 2.29498 7.68086 -1.19 -4.41981 2.76496 -0.922087 -0.000939743 1.53045 -0.0011636 -0.539782 0.257015 -1.96202 -0.000778566 0.645021 -0.205031 -0.00109421 -0.905868 internal_weight=0 114 48 362849 114 69 362735 112 44 68 45 45 46 362623 53 362570 259 166 93 362311 177 66 362134 44 internal_count=362963 114 48 362849 114 69 362735 112 44 68 45 45 46 362623 53 362570 259 166 93 362311 177 66 362134 44 is_linear=0 shrinkage=0.01 Tree=708 num_leaves=25 num_cat=1 split_feature=16 10 8 3 5 1 7 6 12 6 2 24 6 15 1 10 3 12 12 4 12 6 2 3 split_gain=6.98391e+06 1.69699e+07 2.19864e+06 3.94937e+06 2.08763e+07 2.82972e+07 9.18646e+06 5.68782e+06 3.42957e+06 6.9488e+06 1.08118e+06 3.01345e+06 2.66936e+06 2.03197e+06 3.10702e+06 1.41313e+06 8.13458e+06 2.37999e+06 991040 876626 2.76556e+06 801176 637605 476851 threshold=2836.7725000000005 543.30775000000006 2877.4750000000008 2692.2960000000003 7.2831999999999999 56.702905000000008 710.08000000000004 148.87900000000005 1092.2600000000002 1913.0125000000005 1800.6974500000001 0 41.761000000000003 219.18300000000002 494.77402000000006 1105.5920000000003 1471.8415000000002 92.539573500000017 52.282500000000006 1876.5445000000002 111.83527500000002 1913.0125000000005 2593.0505000000003 207.97683100000003 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 left_child=2 -2 3 10 5 -5 7 -6 9 23 15 13 22 14 -12 19 17 -17 -14 21 -21 -1 -13 -4 right_child=1 -3 8 4 6 -7 -8 -9 -10 -11 11 12 18 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.0018812254704140866 2.5340220566149112 -8.0849753161037672 -1.4326468347620083 0.094132124093862693 -0.64272603897821345 15.701322348458428 2.2603994599366799 -7.8409546760890798 1.1826708149187493 -7.3752963334863839 -1.1346085689618037 0.52828986795325028 -0.026304705391327537 0.78077093033563527 -4.9884684290204726 0.88754992078698192 5.5004921347095124 -0.60803995341965644 -2.1724165689028228 1.4699000946583787 -1.586176610115247 0.78633723803268851 2.2621443762381874 0.60459797286987305 leaf_weight=361639 27 34 27 26 21 21 39 23 33 22 52 38 48 21 35 230 31 198 39 123 39 129 48 20 leaf_count=361639 27 34 27 26 21 21 39 23 33 22 52 38 48 21 35 230 31 198 39 123 39 129 48 20 internal_value=0 -3.38476 -0.000836439 -0.000423725 1.74224 7.06756 -1.2733 -4.40544 -1.4688 -2.7369 -0.00104839 -0.621099 0.233175 -1.84068 -2.68501 -0.000567595 0.553943 0.195665 -0.988355 -0.00127083 0.734178 -0.00160016 1.49602 -0.565734 internal_weight=0 61 362902 362800 130 47 83 44 102 69 362670 281 173 108 87 362389 459 428 87 361930 162 361768 86 47 internal_count=362963 61 362902 362800 130 47 83 44 102 69 362670 281 173 108 87 362389 459 428 87 361930 162 361768 86 47 cat_boundaries=0 1 cat_threshold=612 is_linear=0 shrinkage=0.01 Tree=709 num_leaves=24 num_cat=0 split_feature=16 14 8 3 13 9 26 1 12 6 6 5 9 4 11 6 4 6 3 11 11 3 12 split_gain=6.84493e+06 1.42468e+07 2.15489e+06 3.87078e+06 2.3171e+07 7.74946e+06 3.43998e+06 6.97048e+06 3.36132e+06 6.81052e+06 687838 3.43078e+06 2.61661e+06 2.97945e+06 838843 719153 1.29314e+06 796299 1.80803e+06 811483 504679 467361 369566 threshold=2836.7725000000005 1867.1242800000002 2877.4750000000008 2692.2960000000003 320.24300000000005 92.591000000000022 2022.5000000000002 1891.4572200000002 1092.2600000000002 1913.0125000000005 1913.0125000000005 1874.1882800000003 887.33690000000013 179.27000000000001 704.79726050000011 1520.8892800000003 861.89750000000015 987.12000000000012 1471.8415000000002 1022.9471520000001 192.02450000000002 207.97683100000003 264.47312500000004 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 3 10 5 6 7 -5 9 21 15 12 13 -12 -14 17 20 19 -19 -1 -17 -4 -2 right_child=1 -3 8 4 -6 -7 -8 -9 -10 -11 11 -13 14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.0010848925587845324 -0.81046644353866582 -10.0207335406258 -1.4183203591240778 0.069125114240144434 11.078896234685724 -4.820280917838768 -2.0089097456498579 7.2479905555361794 1.1708442242940267 -7.3015433658253066 -0.33407070563821228 3.6426680515658472 -3.4722451191856751 2.8481018303334715 -0.78508877589152404 -0.64230062322055592 -2.8369263406594594 0.2715700318944631 3.0966324941317245 -0.43128546063815815 0.97400947189331055 0.59855202484130854 1.1119434471130372 leaf_weight=361461 20 21 27 38 22 27 22 21 33 22 85 31 21 45 26 85 24 404 24 439 25 20 20 leaf_count=361461 20 21 27 38 22 27 22 21 33 22 85 31 21 45 26 85 24 404 24 439 25 20 20 internal_value=0 -3.35092 -0.000828075 -0.000419488 1.72482 -0.180639 1.36591 2.62431 -1.45411 -2.70953 -0.0010379 0.573855 0.0363792 0.767451 -1.98573 -0.00136781 -0.733818 -0.00109693 0.429985 -0.00160674 -0.274957 -0.560077 0.150739 internal_weight=0 61 362902 362800 130 108 81 59 102 69 362670 208 177 130 47 362462 134 362328 428 361900 110 47 40 internal_count=362963 61 362902 362800 130 108 81 59 102 69 362670 208 177 130 47 362462 134 362328 428 361900 110 47 40 is_linear=0 shrinkage=0.01 Tree=710 num_leaves=27 num_cat=1 split_feature=6 12 1 2 1 6 26 0 8 4 1 3 0 26 19 1 0 2 1 21 17 0 25 26 2 10 split_gain=1.90817e+06 6.68683e+06 1.39469e+07 1.97285e+06 1.3678e+07 4.99197e+06 2.1948e+06 1.68308e+06 3.10043e+06 1.30955e+06 1.01203e+06 4.04759e+06 4.15155e+06 1.16305e+06 960006 2.82027e+06 1.76615e+06 6.64066e+06 8.50219e+06 1.33401e+06 1.41704e+06 1.28763e+06 4.3372e+06 931435 921903 791907 threshold=2871.8940000000007 1922.9850000000004 1461.4925000000003 2593.0505000000003 2779.5510000000008 59.756000000000022 2022.5000000000002 885.78750000000014 51.860000000000007 1115.3337000000004 2779.5510000000008 1471.8415000000002 988.99750000000006 2022.5000000000002 425.06250000000006 1461.4925000000003 2773.7250000000004 26.254000000000001 469.42150000000009 734.08380000000011 1268.0600000000002 1114.9175000000002 0 2022.5000000000002 1254.2925000000002 519.72350000000017 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=3 2 7 10 5 6 -5 8 -2 -7 14 12 13 -12 16 19 21 23 -19 20 -16 24 -23 -18 -1 -21 right_child=1 -3 -4 4 -6 9 -8 -9 -10 -11 11 -13 -14 -15 15 -17 17 18 -20 25 -22 22 -24 -25 -26 -27 leaf_value=-0.0007960941969241968 -0.8781381973723571 2.9919426269531249 -7.4204317786958489 3.4264471704819623 7.4527462904793884 -0.93185989842270356 -0.31835789976448847 -2.2380539321899415 4.1317269729432606 -3.8445895832160426 -3.2129607349893319 -4.2464352226257329 3.0670942743362919 -0.31818257658822197 0.26318528029438409 3.8890184281089093 -4.9854082438151037 5.2247725050537683 -2.1144202523482476 -0.13055339344248579 2.1039316657649145 1.5559689018287157 -0.15027849905074589 -2.3423488998413085 -0.49556051465181206 -2.3375882207936254 leaf_weight=361289 30 30 36 34 28 33 29 20 21 29 23 28 31 35 592 22 30 27 38 37 45 218 431 24 377 29 leaf_count=361289 30 30 36 34 28 33 29 20 21 29 23 28 31 35 592 22 30 27 38 37 45 218 431 24 377 29 internal_value=0 -1.18041 -2.35023 -7.56971e-06 1.13529 -0.279821 1.70265 0.220578 1.18475 -2.29427 -0.00048572 -0.930382 0.11287 -1.46611 -0.000186132 0.363339 -0.000913314 -1.21897 0.934168 0.253004 0.393222 -0.00051325 0.444512 -3.81072 -0.00131184 -1.10031 internal_weight=0 137 107 363429 153 125 63 71 51 62 363276 117 89 58 363159 725 362434 119 65 703 637 362315 649 54 361666 66 internal_count=363566 137 107 363429 153 125 63 71 51 62 363276 117 89 58 363159 725 362434 119 65 703 637 362315 649 54 361666 66 cat_boundaries=0 4 cat_threshold=134251008 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=711 num_leaves=25 num_cat=0 split_feature=7 9 11 6 3 3 6 2 2 13 10 4 26 8 9 3 17 11 10 10 6 16 16 3 split_gain=2.60463e+06 7.30544e+06 9.98749e+06 5.86724e+06 1.44045e+06 1.91894e+06 1.18865e+06 6.87937e+06 4.47247e+06 9.90541e+06 2.80521e+07 6.53593e+06 1.33715e+07 1.79236e+06 1.92584e+06 1.2702e+06 872118 658120 1.61372e+06 2.02525e+06 2.01336e+06 546582 1.90052e+06 980096 threshold=2690.3565000000003 92.591000000000022 26.141250000000007 512.71000000000015 2692.2960000000003 974.18930000000012 2871.8940000000007 2593.0505000000003 2593.0505000000003 33.274025000000009 519.72350000000017 7.273200000000001 2022.5000000000002 51.860000000000007 787.73500000000001 1107.1660000000004 2732.1750000000006 1962.6297000000002 519.72350000000017 1274.5290000000002 104.42200000000001 1333.2175000000002 1159.9970000000001 1278.9218000000003 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 -2 5 -4 8 13 16 11 -11 12 -10 -8 -15 -13 17 21 20 -20 -19 22 -1 -23 right_child=1 2 4 -5 -6 -7 7 -9 9 10 -12 15 -14 14 -16 -17 -18 18 19 -21 -22 23 -24 -25 leaf_value=-0.00020850031127391731 -1.346864800262451 -8.2930287210941316 -0.53716494335847742 5.7339735507965086 0.88193746860210709 -4.4408345336914063 -1.3876132913069292 -6.0220535191622648 7.5416028624314526 13.993244149344306 -2.5549258108139039 -0.91481545499392924 -3.3343643913269045 3.9641800532341005 -0.37170199076334631 -4.0499251778920486 1.5560847828785578 -0.76178546138431713 -3.4096334356400702 0.020066307241266425 2.9750949606441317 -0.27639226793075899 1.7368078380917746 -2.5225892899253153 leaf_weight=362756 25 25 34 22 26 20 33 22 26 21 20 28 20 20 21 24 36 46 36 33 21 166 63 22 leaf_count=362756 25 25 34 22 26 20 33 22 26 21 20 28 20 20 21 24 36 46 36 33 21 166 63 22 internal_value=0 -1.30921 -2.77596 1.96757 -1.05187 -1.98297 9.9935e-05 -1.11248 0.000393915 1.79382 5.92097 0.0671566 2.81292 0.347116 1.74336 -2.36179 -0.000292486 -0.000446776 -0.695954 -1.76934 0.409476 -0.000186206 9.31157e-05 -0.539245 internal_weight=0 152 105 47 80 54 363414 96 363318 139 41 98 46 74 41 52 363179 363143 136 69 67 363007 362819 188 internal_count=363566 152 105 47 80 54 363414 96 363318 139 41 98 46 74 41 52 363179 363143 136 69 67 363007 362819 188 is_linear=0 shrinkage=0.01 Tree=712 num_leaves=26 num_cat=0 split_feature=5 12 3 4 2 12 3 6 9 4 4 1 16 17 0 0 4 11 3 5 16 16 12 1 3 split_gain=2.92075e+06 6.21122e+06 1.81128e+07 3.77267e+06 3.22809e+06 1.67628e+07 2.96308e+07 2.15292e+06 1.88929e+06 1.37329e+06 1.32844e+06 4.00149e+06 2.02021e+06 1.3465e+06 1.01374e+06 833218 666768 633947 2.49665e+06 1.64831e+06 520379 2.15221e+06 1.48419e+06 275866 80143.6 threshold=2763.7525000000005 2813.3566500000006 2692.2960000000003 1876.5445000000002 2593.0505000000003 114.52500000000002 1471.8415000000002 103.43515000000001 592.5680000000001 970.01225000000011 2632.2792750000003 1461.4925000000003 30.891250000000003 2732.1750000000006 191.25070000000002 332.68500000000006 321.65125000000006 1962.6297000000002 1278.9218000000003 511.91625000000005 1333.2175000000002 1159.9970000000001 1521.0400000000002 9.5972500000000007 11.946000000000003 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 10 6 7 14 -7 16 13 12 15 17 -6 24 23 20 19 -19 21 -1 -22 -2 -12 right_child=1 -3 -4 -5 5 8 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 22 -23 -24 -25 -26 leaf_value=-8.0092574388534611e-05 -0.57337653444363523 3.4773428046185035 -9.167020950317383 3.1278826599121095 1.1382491314411163 -5.53343816280365 14.76096390914917 -1.3014123703002929 -1.6154735052585603 -3.5810086135864259 -0.2863031048774719 -4.0190774437875465 2.6767708071795373 1.8822153004847075 3.9658417837960376 -2.0603495095570881 0.93450708770751956 -0.66463536466870987 -3.4700036452825254 2.3567580847118212 -0.17492089177257841 1.8632214862300505 -2.7971609878540038 -2.1355380687713623 0.56298633193969727 leaf_weight=362707 26 23 29 25 32 20 20 25 32 20 25 33 22 38 21 30 20 84 26 23 158 62 25 20 20 leaf_count=362707 26 23 29 25 32 20 20 25 32 20 25 33 22 38 21 30 20 84 26 23 158 62 25 20 20 internal_value=0 -1.33875 -2.12997 -0.291455 0.000157294 1.46684 3.90195 1.11758 -3.12238 -1.28545 -0.000448353 -1.01115 0.0121714 -8.65183e-05 2.25862 -0.769444 -0.589824 -0.000283518 -0.690557 -0.015177 -3.05741e-05 0.00023836 -0.53315 -1.25258 0.0911589 internal_weight=0 163 140 111 363403 150 98 78 52 86 363253 130 97 363123 53 75 66 363085 133 107 362952 362769 183 46 45 internal_count=363566 163 140 111 363403 150 98 78 52 86 363253 130 97 363123 53 75 66 363085 133 107 362952 362769 183 46 45 is_linear=0 shrinkage=0.01 Tree=713 num_leaves=27 num_cat=4 split_feature=5 12 3 4 2 12 3 6 9 4 4 1 16 17 0 0 4 24 1 0 25 1 25 25 1 3 split_gain=2.86262e+06 6.08762e+06 1.77523e+07 3.69759e+06 3.16385e+06 1.64293e+07 2.90411e+07 2.11008e+06 1.85169e+06 1.34596e+06 1.302e+06 3.92186e+06 1.98001e+06 1.31971e+06 993568 816637 653500 501838 1.31364e+06 902510 2.24107e+06 914556 879471 672174 270376 78548.8 threshold=2763.7525000000005 2813.3566500000006 2692.2960000000003 1876.5445000000002 2593.0505000000003 114.52500000000002 1471.8415000000002 103.43515000000001 592.5680000000001 970.01225000000011 2632.2792750000003 1461.4925000000003 30.891250000000003 2732.1750000000006 191.25070000000002 332.68500000000006 321.65125000000006 0 110.163324 59.720949999999995 1 2779.5510000000008 2 3 9.5972500000000007 11.946000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 9 9 2 2 left_child=4 2 3 9 10 6 7 14 -7 16 13 12 15 17 -6 25 24 18 23 21 -21 -19 -20 -1 -2 -12 right_child=1 -3 -4 -5 5 8 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 19 22 20 -22 -23 -24 -25 -26 -27 leaf_value=0.71785128609208027 -0.56764276174398565 3.442569457344387 -9.0753508495462345 3.0966038330078125 1.1268667125701906 -5.4781036853790281 14.613353830337523 -1.2883982139587402 -1.5993187618255615 -3.5451985321044925 -0.28344008111953733 -3.9788867076960477 2.6500030901215292 1.8633931016921998 3.9261833445231122 -2.0397460314432783 0.92516196823120112 -0.00039209023476592761 -0.78169984188159747 0.57170638463638379 0.04779141194150343 -2.0873325125376381 -0.18106875777414 -0.029109187995077935 -2.114182703971863 0.55735646533966066 leaf_weight=111 26 23 29 25 32 20 20 25 32 20 25 33 22 38 21 30 20 316059 348 851 15925 21 831 28939 20 20 leaf_count=111 26 23 29 25 32 20 20 25 32 20 25 33 22 38 21 30 20 316059 348 851 15925 21 831 28939 20 20 internal_value=0 -1.32536 -2.10867 -0.288541 0.000155721 1.45218 3.86293 1.10641 -3.09116 -1.27259 -0.00044387 -1.00103 0.0120496 -8.5653e-05 2.23603 -0.76175 -0.583926 -0.000280682 -0.0392853 0.00326269 0.0747374 -0.000530744 -0.36652 -0.026018 -1.24005 0.0902473 internal_weight=0 163 140 111 363403 150 98 78 52 86 363253 130 97 363123 53 75 66 363085 30229 332856 16776 316080 1179 29050 46 45 internal_count=363566 163 140 111 363403 150 98 78 52 86 363253 130 97 363123 53 75 66 363085 30229 332856 16776 316080 1179 29050 46 45 cat_boundaries=0 1 7 13 19 cat_threshold=128 8390656 134479872 67108944 98304 513 8 143654912 0 4416 1073741824 2098176 1 0 0 0 65552 128 2 is_linear=0 shrinkage=0.01 Tree=714 num_leaves=20 num_cat=0 split_feature=7 15 1 26 6 6 0 2 1 13 3 3 1 17 15 3 11 3 11 split_gain=2.48698e+06 3.88002e+06 5.87547e+06 5.70506e+06 2.50956e+06 1.16964e+06 7.1838e+06 4.2606e+06 1.51259e+07 2.75786e+06 2.57464e+06 4.18103e+06 2.217e+06 816674 733370 2.91556e+06 1.39449e+06 3.68792e+06 622210 threshold=2690.3565000000003 1206.4050000000002 355.00374000000005 2022.5000000000002 211.11000000000004 2871.8940000000007 988.99750000000006 2593.0505000000003 2779.5510000000008 320.24300000000005 1107.1660000000004 135.22732050000005 219.8015 2732.1750000000006 2640.1488000000004 76.147499999999994 1602.5343235000003 1471.8415000000002 1156.9900000000002 decision_type=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 12 13 9 10 11 -9 -7 14 16 -16 18 -18 -1 right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15 15 -17 17 -19 -20 leaf_value=-0.00041880846359854861 -1.3107274758815766 1.8146371185779573 -0.77941209618250529 -6.6129539158469752 3.204819570064545 -0.74830835044384003 -4.8832293042269619 0.42865681529045108 8.9718152713775634 -2.5519032428882742 -2.0523441495895387 5.8706817460060119 3.0423939726087781 1.50581458290418 -0.93798688190954704 4.030110548564366 -0.33110871903559302 -4.4155331689834592 0.55890215385798836 leaf_weight=362680 32 32 30 38 20 36 33 48 24 27 20 20 27 36 27 21 191 25 199 leaf_count=362680 32 32 30 38 20 36 33 48 24 27 20 20 27 36 27 21 191 25 199 internal_value=0 -1.2793 -2.10435 -4.03933 0.426021 0.000100815 -1.10355 0.000392434 1.75082 0.243834 1.10162 2.02925 0.876278 -0.000277511 -0.000426816 1.23556 -0.000590209 -0.803843 -0.000112081 internal_weight=0 152 120 68 52 363414 96 363318 139 115 88 68 63 363179 363143 48 363095 216 362879 internal_count=363566 152 120 68 52 363414 96 363318 139 115 88 68 63 363179 363143 48 363095 216 362879 is_linear=0 shrinkage=0.01 Tree=715 num_leaves=31 num_cat=1 split_feature=0 19 2 8 2 2 5 18 7 7 7 0 14 6 0 25 13 2 2 2 2 9 26 0 11 8 2 5 18 2 split_gain=1.13893e+07 2.38788e+07 8.22786e+06 1.18883e+07 4.4887e+06 3.17436e+06 1.77212e+06 2.13222e+07 1.02594e+07 7.23016e+06 738277 3.16249e+06 925714 1.41346e+06 925642 5.04028e+06 4.89175e+06 5.09074e+06 3.38101e+06 2.47449e+06 2.74854e+06 2.33542e+06 570306 504656 1.0894e+06 706891 516449 688036 532504 90538.6 threshold=2773.7250000000004 2.2983420000000003 2593.0505000000003 903.726 1092.7150000000004 285.51000000000005 2763.7525000000005 321.88825000000003 1113.0755000000001 297.89014950000006 2690.3565000000003 1114.9175000000002 35.202375000000011 512.71000000000015 591.40200000000016 0 1280.8870000000004 2593.0505000000003 1092.7150000000004 957.78375000000017 720.28944000000013 732.3900000000001 2022.5000000000002 562.18200000000013 187.85410000000005 211.15500000000003 1800.6974500000001 1121.68056 2924.8625000000006 63.95000000000001 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 left_child=6 2 4 -4 5 22 10 8 9 29 14 12 13 -12 23 19 17 -17 -18 20 -16 -21 -2 26 25 -25 28 -28 -1 -8 right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 15 16 18 -19 -20 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.00066871545930873673 -3.0932777967907135 7.9060979290008548 -12.563895284479315 -2.0449305207388742 1.0129029774665832 -6.4030076136955847 -0.40166882760184153 10.640933429718018 -6.369655021031698 6.2912873573303232 -0.43635844857352118 -4.2062759121981532 -1.7368357353210451 2.8961721236705777 -0.52118736830168599 0.32500047627707296 5.7878042891929891 4.7076497621889466 0.87039424860918968 -3.4645377654538438 2.4173066282272337 0.49782273076829459 -1.3051031718715544 -0.57468534374237057 1.1775485906293315 -2.4167154815673828 -0.31736369498717931 -2.283297060966492 1.5209687371875931 -1.2322216973985944 leaf_weight=360470 42 20 22 21 30 26 35 20 24 20 35 22 20 20 499 1442 29 27 27 51 34 21 31 125 31 25 162 20 23 21 leaf_count=360470 42 20 22 21 30 26 35 20 24 20 35 22 20 20 499 1442 29 27 27 51 34 21 31 125 31 25 162 20 23 21 internal_value=0 -2.43591 -3.63847 -7.42673 -2.37571 -3.40257 0.000289917 1.21531 -0.66981 1.13014 -0.000111652 -0.872411 0.105522 0.775471 0.000121451 0.207973 0.512771 0.405553 3.41691 -0.559547 -0.333741 -2.30885 -2.33392 -0.00110542 -0.529003 -0.88169 -0.000840503 -0.5334 -0.000571633 -0.713126 internal_weight=0 192 172 43 129 99 363203 120 100 76 363083 97 75 55 362986 2130 1525 1469 56 605 533 72 73 360856 181 150 360675 182 360493 56 internal_count=363395 192 172 43 129 99 363203 120 100 76 363083 97 75 55 362986 2130 1525 1469 56 605 533 72 73 360856 181 150 360675 182 360493 56 cat_boundaries=0 7 cat_threshold=144720900 32768 135794689 1112539168 6144 1025 2 is_linear=0 shrinkage=0.01 Tree=716 num_leaves=32 num_cat=3 split_feature=0 19 1 8 1 2 8 5 18 2 3 3 6 2 0 26 24 1 13 5 6 24 2 1 24 10 5 19 5 26 8 split_gain=1.11626e+07 2.34036e+07 1.44166e+07 1.11204e+07 4.66714e+06 7.26656e+06 1.99475e+06 1.73686e+06 2.08978e+07 9.41686e+06 6.19756e+06 1.60709e+06 3.79025e+06 1.60029e+06 902751 2.65029e+06 7.19168e+06 3.97473e+06 3.22662e+06 3.84849e+06 3.11126e+06 2.037e+06 660234 3.02011e+06 1.26108e+06 629880 1.88196e+06 578304 369352 182916 155392 threshold=2773.7250000000004 2.2983420000000003 2779.5510000000008 903.726 125.62000000000002 669.1825 818.62500000000011 2763.7525000000005 321.88825000000003 1800.6974500000001 446.99425000000002 2692.2960000000003 797.20500000000004 22.573000000000004 286.09000000000009 2022.5000000000002 0 629.11000000000013 1280.8870000000004 284.82500000000005 1913.0125000000005 1 1254.2925000000002 786.48464000000001 2 1797.2975000000001 362.02000000000004 216.76770000000005 7.2831999999999999 2022.5000000000002 6.7860000000000005 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 1 2 2 2 2 2 2 left_child=7 2 4 -4 29 -6 -7 11 9 10 30 14 13 -13 22 16 17 -16 21 -20 -18 -17 25 24 -24 27 -27 -1 -15 -2 -9 right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12 12 -14 28 15 18 20 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 -32 leaf_value=-0.0021961461468193734 -0.32266395568847656 7.8270366477966311 -13.801262019021172 -3.7362898212930431 -8.5887838672456294 -3.4458064529418948 0.68287664326754483 -0.46746026139510305 10.534524070739748 -6.8004934425354007 5.390499603098089 -1.7108601037387192 -3.8159858652063323 2.2737489409673781 0.69972102170900929 -0.53450535103549002 -0.17926138186338633 2.3489328257695976 4.3084411773681648 0.32507436740247508 3.3111366249964789 0.054494658547725221 0.74655526421286833 -3.3177201635187323 -0.5747173809217957 0.053702405059132083 3.1667399254798894 0.2211590920486716 0.43943816475246267 0.8043893991907437 -1.5564429383277893 leaf_weight=356139 36 20 21 23 21 25 22 38 20 20 22 29 37 21 1005 945 1437 171 35 79 26 1526 100 33 202 87 25 1163 23 24 20 leaf_count=356139 36 20 21 23 21 25 22 38 20 20 22 29 37 21 1005 945 1437 171 35 79 26 1526 100 33 202 87 25 1163 23 24 20 internal_value=0 -2.41155 -3.60208 -8.54003 -1.90466 -3.69833 -1.51323 0.000287018 1.20316 -0.663112 0.871233 -0.000110535 -1.20864 0.112889 0.000255714 0.130763 0.353686 0.931608 -0.0968172 1.54804 -0.116435 -0.172703 -0.00165001 -0.445384 -0.13152 -0.0012341 0.748577 -0.00146914 1.3149 0.128157 -0.842972 internal_weight=0 192 172 44 128 68 47 363203 120 100 80 363083 110 73 362973 5224 2639 1176 2585 114 1463 2471 357749 335 302 357414 112 357302 44 60 58 internal_count=363395 192 172 44 128 68 47 363203 120 100 80 363083 110 73 362973 5224 2639 1176 2585 114 1463 2471 357749 335 302 357414 112 357302 44 60 58 cat_boundaries=0 1 2 3 cat_threshold=94 406 1560 is_linear=0 shrinkage=0.01 Tree=717 num_leaves=23 num_cat=0 split_feature=1 12 6 6 6 6 17 2 10 5 8 5 15 14 19 1 8 14 19 18 2 2 split_gain=9.75054e+06 1.39568e+07 3.09531e+07 7.01687e+06 5.09211e+06 2.56336e+06 2.11053e+07 1.90539e+06 1.48309e+06 2.67689e+06 1.3137e+06 2.71643e+06 1.09734e+06 3.77501e+06 1.51237e+06 2.169e+06 960326 2.4563e+06 1.09822e+06 324473 207887 166168 threshold=2779.5510000000008 2813.3566500000006 2871.8940000000007 1118.3050000000001 117.13140000000003 2871.8940000000007 18.722500000000004 1444.3300000000002 893.42000000000007 337.81075000000004 2877.4750000000008 1874.1882800000003 2640.1488000000004 709.17750000000012 1711.5412500000002 786.48464000000001 1926.0125000000005 573.0100000000001 1374.0700000000002 118.21110000000003 335.66350000000006 31.065000000000005 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 2 3 4 7 10 8 21 9 -7 12 20 14 -14 16 19 18 -18 -1 -16 -12 -2 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 11 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.00032450841654777581 -0.99262081546783454 5.3795690936133971 -14.035656511887259 3.4010860021909077 -6.8699360821463848 0.24902738173802694 10.795836944580078 -3.9006123779296877 1.5597190536152232 -4.0625305302937829 -0.65000527699788413 -4.3666607538859052 -0.80725069184194909 4.405102476278941 0.18995680169926751 -4.2084595832824707 1.7237538277825644 -1.894357493147254 1.7463591265678406 -1.2057513321599653 0.54870224164879844 0.085885558128356937 leaf_weight=362735 50 21 23 24 22 36 20 25 22 24 39 21 33 24 36 20 86 24 36 31 23 20 leaf_count=362735 50 21 23 24 22 36 20 25 22 24 39 21 33 24 36 20 86 24 36 31 23 20 internal_value=0 -2.29616 -3.27903 -1.52441 -2.53476 0.000191558 1.58524 -1.53083 -0.661243 -1.4756 -0.000253696 -1.25819 3.39116e-05 1.38742 -0.000183962 -1.31849 0.0001321 0.934348 -0.000151174 -0.455819 -0.205323 -0.684476 internal_weight=0 185 164 141 117 363210 102 95 82 60 363108 83 363025 57 362968 87 362881 110 362771 67 62 70 internal_count=363395 185 164 141 117 363210 102 95 82 60 363108 83 363025 57 362968 87 362881 110 362771 67 62 70 is_linear=0 shrinkage=0.01 Tree=718 num_leaves=30 num_cat=3 split_feature=0 8 1 8 1 5 18 2 26 1 2 0 25 1 1 24 22 1 12 0 4 2 1 24 4 6 18 26 0 split_gain=1.08485e+07 1.54635e+07 4.25504e+07 3.44154e+06 5.35599e+06 1.72117e+06 2.04611e+07 9.17288e+06 5.19696e+06 1.37399e+06 3.9371e+06 995514 4.02741e+06 5.18733e+06 5.8002e+06 4.13299e+06 7.45332e+06 2.79221e+06 1.66517e+06 781966 1.65133e+06 688261 2.63449e+06 1.29581e+06 590783 2.27038e+06 510956 419562 325086 threshold=2773.7250000000004 2877.4750000000008 2779.5510000000008 759.5725000000001 254.73937500000002 2763.7525000000005 321.88825000000003 1800.6974500000001 2022.5000000000002 2779.5510000000008 1800.6974500000001 286.09000000000009 0 1097.7209 860.12500000000011 1 0.43224999999999997 1891.4572200000002 875.1645000000002 22.611000000000004 258.76800000000009 1254.2925000000002 786.48464000000001 2 2632.2792750000003 145.43700000000004 2044.7545000000002 2022.5000000000002 360.43000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=5 2 3 4 27 9 7 8 -7 11 19 21 15 14 -14 16 -13 -17 -15 -11 -21 24 23 -23 26 -26 -1 -2 -10 right_child=1 -3 -4 -5 -6 6 -8 -9 28 10 -12 12 13 18 -16 17 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 leaf_value=-0.0016346568157011945 -0.78874181798986487 3.852026170094808 -13.976015715301036 2.4269485994007276 -4.7774020102085215 4.4363528202198168 10.431066276550293 -6.7063040542602543 -1.5634888140360514 1.0513388477265835 -5.0085925292968749 0.81179164606500676 -0.087479200450474012 -2.5626380303170948 2.7490416779389251 -0.025252390092144129 6.8319110025678365 2.8025788558853999 0.57865195655822754 -2.3943964963970763 0.90737030778612404 0.72218519107715506 -3.182881783246994 -0.61095853107474574 2.5708489039625442 -1.6527373008728028 1.0093324154376984 0.83372192519051691 0.052227543830871588 leaf_weight=357320 37 33 32 23 39 27 20 20 33 32 21 994 2792 108 74 1161 21 36 20 33 28 101 32 205 35 20 50 28 20 leaf_count=357320 37 33 32 23 39 27 20 20 33 32 21 994 2792 108 74 1161 21 36 20 33 28 101 32 205 35 20 50 28 20 internal_value=0 -2.37736 -3.67026 -1.07353 -1.84767 0.00028852 1.19772 -0.648951 0.865387 -0.000107234 -1.09777 0.000237517 0.137526 -0.101866 -0.0142404 0.459931 0.927211 0.0592998 -2.07181 -0.214687 -0.878831 -0.00176024 -0.452798 -0.167299 -0.00133372 1.035 -0.00149321 -0.0898344 -0.953785 internal_weight=0 192 159 127 104 363203 120 100 80 363083 114 362969 5206 2994 2866 2212 1015 1197 128 93 61 357763 338 306 357425 55 357370 65 53 internal_count=363395 192 159 127 104 363203 120 100 80 363083 114 362969 5206 2994 2866 2212 1015 1197 128 93 61 357763 338 306 357425 55 357370 65 53 cat_boundaries=0 6 7 8 cat_threshold=67404452 142607360 67109136 37814272 16384 2147483722 110 1560 is_linear=0 shrinkage=0.01 Tree=719 num_leaves=30 num_cat=2 split_feature=0 19 3 8 8 26 2 5 18 7 7 3 6 4 0 25 24 13 0 12 6 2 4 2 2 4 19 3 2 split_gain=1.06326e+07 2.28116e+07 8.17935e+06 1.8845e+07 3.90933e+06 1.75499e+06 3.90154e+06 1.68692e+06 2.0054e+07 9.87766e+06 7.09558e+06 1.56011e+06 3.70805e+06 4.30424e+06 870170 3.42702e+06 4.23829e+06 5.50751e+06 1.99303e+06 1.06538e+06 1.76256e+06 790053 696752 2.47718e+06 627709 1.03769e+06 643193 384559 247818 threshold=2773.7250000000004 2.2983420000000003 2692.2960000000003 1926.0125000000005 652.05450000000008 2022.5000000000002 11.926500000000003 2763.7525000000005 321.88825000000003 1113.0755000000001 297.89014950000006 2692.2960000000003 797.20500000000004 174.73500000000004 286.09000000000009 0 1 1280.8870000000004 1501.0951200000002 679.73250000000019 1913.0125000000005 1092.7150000000004 2632.2792750000003 38.557899999999997 1254.2925000000002 726.06900000000007 216.76770000000005 38.435000000000009 141.4265 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 left_child=7 2 4 -4 5 6 -2 11 9 10 27 14 13 28 22 16 18 -18 -16 20 -17 -21 24 -24 26 -26 -1 -9 -13 right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 15 19 17 -19 -20 21 -22 -23 23 -25 25 -27 -28 -29 -30 leaf_value=-0.0021629709884941652 -2.3061931915283203 7.7546645584106448 -13.479303444572118 -0.20679586029052735 0.58295625945499963 -1.5978445833259158 -7.6081259553328806 -0.060455498831612726 10.326756282806397 -6.2352487341562908 6.2365665893554683 -1.002447036460594 -3.7697592410525762 3.4809079742431641 -0.039216316817170485 -0.096142416387638846 0.60728698046215046 4.2349685354010997 -1.876049756705761 -0.5374367247687446 2.6260916725794479 -2.3933167332410812 -0.40496799433113717 3.9430005741119385 -0.24457715897640939 -2.0657240037236897 0.23189039707139564 -1.7721720743179321 -2.4508701996576217 leaf_weight=356183 35 20 23 20 35 36 23 35 20 24 20 27 37 25 767 2648 1565 43 64 81 24 32 38 20 295 35 1178 21 21 leaf_count=356183 35 20 23 20 35 36 23 35 20 24 20 27 37 25 767 2648 1565 43 64 81 24 32 38 20 295 35 1178 21 21 internal_value=0 -2.35359 -3.52897 -7.30604 -2.26994 -3.33219 -4.40868 0.000285665 1.18574 -0.642462 1.12368 -0.000106131 -1.19084 0.116279 0.000254725 0.128385 0.401128 0.699943 -0.178533 -0.111512 -0.0716912 -1.063 -0.00161629 1.09433 -0.001794 -0.437729 -0.00139144 -0.702349 -1.63613 internal_weight=0 192 172 43 129 94 58 363203 120 100 76 363083 110 73 362973 5224 2439 1608 831 2785 2672 113 357749 58 357691 330 357361 56 48 internal_count=363395 192 172 43 129 94 58 363203 120 100 76 363083 110 73 362973 5224 2439 1608 831 2785 2672 113 357749 58 357691 330 357361 56 48 cat_boundaries=0 6 7 cat_threshold=68453028 142607360 100663568 37814273 4194304 2147483722 1920 is_linear=0 shrinkage=0.01 Tree=720 num_leaves=28 num_cat=5 split_feature=16 19 4 4 10 3 15 0 3 5 3 9 3 26 0 25 5 24 24 3 3 0 15 25 8 3 25 split_gain=2.74013e+06 1.0302e+07 1.28239e+07 7.5298e+06 3.03728e+07 8.65873e+07 1.27417e+07 2.00959e+06 5.4975e+06 1.91181e+06 5.81737e+06 1.06639e+06 897944 1.6421e+06 751292 2.36589e+06 4.90417e+06 1.50162e+06 1.06729e+06 4.68175e+06 1.83408e+06 585075 1.79727e+06 1.53e+06 735074 1.06509e+06 480129 threshold=2836.7725000000005 306.43000000000006 362.02000000000004 2632.2792750000003 152.20455000000001 2692.2960000000003 307.61318750000004 2773.7250000000004 1854.9329420000001 834.63750000000016 103.52400000000002 351.16025000000008 6.8730000000000002 2022.5000000000002 562.18200000000013 0 1874.1882800000003 1 2 1854.9329420000001 870.71080000000018 3.3935000000000004 1797.3406500000003 3 1329.5732400000002 426.62850000000009 4 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 1 2 2 2 2 9 2 2 9 left_child=3 2 -2 7 5 9 -6 14 11 10 -5 12 13 -9 21 18 17 -17 19 -16 -20 24 23 -23 26 -26 -1 right_child=1 -3 -4 4 6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 16 -18 -19 20 -21 -22 22 -24 -25 25 -27 -28 leaf_value=0.077886795932785607 -0.059398655692736314 2.6894223780467592 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internal_weight=0 73 44 362748 156 97 59 362592 141 75 53 118 95 67 362451 2296 1010 983 1286 463 823 360155 45882 45848 314273 176 314097 internal_count=362821 73 44 362748 156 97 59 362592 141 75 53 118 95 67 362451 2296 1010 983 1286 463 823 360155 45882 45848 314273 176 314097 cat_boundaries=0 6 7 8 14 20 cat_threshold=2292220420 1073840224 67108945 1108344864 2099200 2147484673 3084 612 8388608 0 67108928 4194304 513 1024 0 65540 64 39846160 34816 268440576 is_linear=0 shrinkage=0.01 Tree=721 num_leaves=24 num_cat=0 split_feature=13 19 0 4 2 0 2 2 0 3 1 1 4 11 1 20 1 3 8 4 0 12 26 split_gain=4.63802e+06 1.10443e+07 1.37566e+07 6.93291e+06 2.97777e+07 4.58557e+06 2.3658e+06 2.64207e+06 1.98893e+06 7.03715e+06 6.96619e+06 5.57646e+06 1.34213e+07 1.44823e+06 7.86065e+06 1.10004e+06 2.77178e+06 874067 739635 749030 612102 438054 249450 threshold=2899.2375000000006 261.04200000000009 1266.1895000000002 2632.2792750000003 2593.0505000000003 34.002500000000005 1254.2925000000002 285.51000000000005 2773.7250000000004 1854.9329420000001 1891.4572200000002 4.7879500000000013 117.58985000000001 2995.7383125000001 786.48464000000001 834.96350000000007 1097.7209 339.65625000000006 2877.4750000000008 451.28900000000004 562.18200000000013 572.05000000000007 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 21 8 5 -5 7 -7 13 10 11 22 -13 15 -15 18 17 -17 20 -20 -1 -2 -10 right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 leaf_value=0.00089538168011871872 -0.37219696104526523 3.2503650826674244 -11.120360241844542 2.531188536546169 10.228587844848633 -0.56003009362654255 0.43768293648958206 -5.311628311157226 1.3751381828045024 -6.2478694148685623 4.8748791222138843 -10.030414001464845 1.2882788744839755 -1.0912287009389778 6.6540390624999999 -0.0097469500559382149 -4.2539825668334963 -1.6012263770807875 -0.19932614677830746 -2.4280587165832519 -0.16562746835608355 -2.3760669660568237 0.026215168145986706 leaf_weight=359869 24 26 21 39 35 22 32 25 29 23 22 20 22 38 20 160 20 44 38 25 2221 20 26 leaf_count=359869 24 26 21 39 35 22 32 25 29 23 22 20 22 38 20 160 20 44 38 25 2221 20 26 internal_value=0 -2.25794 -4.46126 -6.0489e-05 2.12818 -0.274484 -1.65956 -3.08748 -0.000958562 -1.18422 -0.205531 -1.35779 -4.10157 -0.000494967 1.57955 -0.000747861 -0.701309 -0.353007 -0.000314548 -1.08374 -0.000126042 -1.28305 0.737465 internal_weight=0 91 65 362730 153 118 79 47 362577 142 119 97 42 362435 58 362377 224 204 362153 63 362090 44 55 internal_count=362821 91 65 362730 153 118 79 47 362577 142 119 97 42 362435 58 362377 224 204 362153 63 362090 44 55 is_linear=0 shrinkage=0.01 Tree=722 num_leaves=25 num_cat=0 split_feature=13 19 16 4 10 3 3 5 3 0 3 1 1 4 11 1 20 1 3 8 4 11 0 26 split_gain=4.54572e+06 1.08245e+07 1.35134e+07 6.79495e+06 3.09698e+07 8.37616e+07 7.59214e+06 2.50234e+06 5.64245e+06 1.94935e+06 6.89711e+06 6.82756e+06 5.46549e+06 1.31543e+07 1.41941e+06 7.70422e+06 1.07815e+06 2.71662e+06 856673 724916 734124 641526 599922 244486 threshold=2899.2375000000006 261.04200000000009 350.00162850000009 2632.2792750000003 16.208500000000004 2692.2960000000003 1471.8415000000002 834.63750000000016 103.52400000000002 2773.7250000000004 1854.9329420000001 1891.4572200000002 4.7879500000000013 117.58985000000001 2995.7383125000001 786.48464000000001 834.96350000000007 1097.7209 339.65625000000006 2877.4750000000008 451.28900000000004 654.29690000000005 562.18200000000013 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 21 9 5 7 -6 8 -5 14 11 12 23 -14 16 -16 19 18 -18 22 -21 -2 -1 -11 right_child=1 -3 -4 4 6 -7 -8 -9 -10 10 -12 -13 13 -15 15 -17 17 -19 -20 20 -22 -23 -24 -25 leaf_value=0.00088642777764682016 -0.15608935020186684 3.2178614704425521 -11.256033600330353 -1.1591549529700444 0.052179954436517531 22.790642830241808 -7.0045841897328698 -2.4669405201503212 5.7451173615455629 1.361386587208715 -6.185390518437262 4.826130174235864 -9.9301099071502694 1.2753960531408137 -1.0803164077550174 6.5874988937377932 -0.0096494796571787445 -4.2114427337646489 -1.5852141380851918 -0.19733290320948552 -2.4037781326293945 -2.5446600681802503 -0.16397119545496458 0.025953052594111514 leaf_weight=359869 22 26 20 29 31 22 30 21 20 29 23 22 20 22 38 20 160 20 44 38 25 23 2221 26 leaf_count=359869 22 26 20 29 31 22 30 21 20 29 23 22 20 22 38 20 160 20 44 38 25 23 2221 26 internal_value=0 -2.23536 -4.41664 -5.98842e-05 2.1069 5.77038 -3.41836 0.421159 1.65892 -0.000948977 -1.17238 -0.203476 -1.34421 -4.06056 -0.000490017 1.56376 -0.000740382 -0.694296 -0.349477 -0.000311402 -1.07291 -1.37691 -0.000124782 0.730091 internal_weight=0 91 65 362730 153 92 61 70 49 362577 142 119 97 42 362435 58 362377 224 204 362153 63 45 362090 55 internal_count=362821 91 65 362730 153 92 61 70 49 362577 142 119 97 42 362435 58 362377 224 204 362153 63 45 362090 55 is_linear=0 shrinkage=0.01 Tree=723 num_leaves=27 num_cat=2 split_feature=16 19 4 4 2 0 6 3 2 0 7 4 3 0 25 5 2 24 3 3 2 0 15 4 0 5 split_gain=2.65464e+06 9.87028e+06 1.23713e+07 7.15305e+06 2.95695e+07 5.20218e+06 3.31261e+06 3.72417e+06 1.92002e+06 1.88565e+06 5.40679e+06 3.74045e+06 6.09555e+06 705461 2.3175e+06 4.77364e+06 1.70955e+06 1.05127e+06 4.59812e+06 1.80342e+06 852932 601354 2.22316e+06 445698 287677 7779.15 threshold=2836.7725000000005 306.43000000000006 362.02000000000004 2632.2792750000003 2593.0505000000003 2773.7250000000004 300.14450000000005 117.32300000000002 1254.2925000000002 2773.7250000000004 1113.0755000000001 274.17100000000005 7.9742500000000005 562.18200000000013 0 1874.1882800000003 669.1825 1 1854.9329420000001 870.71080000000018 2593.0505000000003 3.3935000000000004 1797.3406500000003 1115.3337000000004 65.403650000000013 1.7553000000000001 decision_type=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 left_child=3 2 -2 9 5 6 7 -5 -8 13 11 12 -11 20 17 16 -16 18 -15 -19 21 23 -23 -1 25 -22 right_child=1 -3 -4 4 -6 -7 8 -9 -10 10 -12 -13 -14 14 15 -17 -18 19 -20 -21 24 22 -24 -25 -26 -27 leaf_value=-0.0039764007797167432 -0.052089251776536304 2.6219159220004906 -10.701209725379945 -0.1585118609151015 9.9485044077280413 -4.9388266105651857 -2.9093513338906423 5.3041864713033045 1.0906694512140183 0.36668723128058694 -5.4809843611717222 3.0745892198269185 -5.4314074617385861 -0.29162756526280964 -0.11493680475543185 4.3331257454554244 1.0063511095968491 -0.47943552398749961 4.3927323306690562 -1.7836995206451416 -0.77902433580822417 0.032626741574390529 2.669337009191513 -0.44150187517440376 -2.0883483600616457 -0.53304766035079953 leaf_weight=313996 24 29 20 26 37 20 28 24 21 66 24 26 25 441 820 27 163 698 22 125 36 45818 32 233 20 20 leaf_count=313996 24 29 20 26 37 20 28 24 21 66 24 26 25 441 820 27 163 698 22 125 36 45818 32 233 20 20 internal_value=0 -1.90738 -4.8926 -0.000230598 2.14064 -0.287018 0.652741 2.46358 -1.19506 -0.00115168 -1.15736 -0.270466 -1.2262 -0.000701889 -0.175433 0.183119 0.0709939 -0.45492 -0.0675849 -0.669398 0.000412029 0.000635602 0.034467 -0.00430082 -1.05885 -0.691176 internal_weight=0 73 44 362748 156 119 99 50 49 362592 141 117 91 362451 2296 1010 983 1286 463 823 360155 360079 45850 314229 76 56 internal_count=362821 73 44 362748 156 119 99 50 49 362592 141 117 91 362451 2296 1010 983 1286 463 823 360155 360079 45850 314229 76 56 cat_boundaries=0 6 7 cat_threshold=2292220420 1073840224 67108945 1108344864 2099200 2147484673 612 is_linear=0 shrinkage=0.01 Tree=724 num_leaves=29 num_cat=1 split_feature=16 19 14 4 2 0 6 3 2 0 3 1 1 0 24 14 15 2 4 1 1 2 0 15 8 1 5 2 split_gain=2.60181e+06 9.67387e+06 1.22053e+07 7.01071e+06 2.89811e+07 5.09866e+06 3.24669e+06 3.65006e+06 1.88181e+06 1.84813e+06 5.10855e+06 7.84935e+06 5.26045e+06 691423 2.05085e+06 2.74297e+06 5.78118e+06 2.56576e+06 1.14194e+06 2.16599e+06 1.63791e+06 835958 589387 2.17892e+06 585267 415479 80443 74961.5 threshold=2836.7725000000005 306.43000000000006 1151.8115000000003 2632.2792750000003 2593.0505000000003 2773.7250000000004 300.14450000000005 117.32300000000002 1254.2925000000002 2773.7250000000004 1854.9329420000001 1891.4572200000002 254.73937500000002 562.18200000000013 0 1012.3383000000001 485.12750000000005 2593.0505000000003 1115.3337000000004 959.97700000000009 1256.4300000000001 2593.0505000000003 3.3935000000000004 1797.3406500000003 1548.5050000000003 53.925750000000008 274.07025000000004 27.046500000000005 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 left_child=3 2 -2 9 5 6 7 -5 -8 13 11 12 27 21 15 17 -17 -15 19 -16 -20 22 24 -24 -1 -23 -27 -11 right_child=1 -3 -4 4 -6 -7 8 -9 -10 10 -12 -13 -14 14 18 16 -18 -19 20 -21 -22 25 23 -25 -26 26 -28 -29 leaf_value=-0.0039888521184053994 -0.035754013707240427 2.5956969387777922 -10.613174929916859 -0.15692673243009128 9.849020101186392 -4.8894384269714362 -2.8802578898838589 5.2511447811126706 1.0797628021240235 -0.19901156902313233 -5.4571699123797215 5.2376578926188611 -5.0714828655637545 -0.071297116978566499 -0.44897558583118524 -1.7826054061542858 4.7592424774169926 3.2999729633331301 -0.42895675100129227 -1.9894212748703448 2.4184245072641684 -0.26888882398605346 0.032300474756724658 2.6426436173915864 -0.69674644680785347 -2.1981518535614017 -1.3012517642974855 0.52967035007476815 leaf_weight=314107 24 29 20 26 37 20 28 24 21 48 23 21 29 1222 802 22 35 23 58 103 31 36 45818 32 122 20 20 20 leaf_count=314107 24 29 20 26 37 20 28 24 21 48 23 21 29 1222 802 22 35 23 58 103 31 36 45818 32 122 20 20 20 internal_value=0 -1.88831 -4.84367 -0.000228292 2.11923 -0.284148 0.646214 2.43895 -1.18311 -0.00114016 -1.14579 -0.305435 -1.50549 -0.00069487 -0.173679 0.0885141 2.23432 -0.00901663 -0.512846 -0.624297 0.562828 0.000407908 0.000629246 0.0341223 -0.00425782 -1.04826 -1.7497 0.0153066 internal_weight=0 73 44 362748 156 119 99 50 49 362592 141 118 97 362451 2296 1302 57 1245 994 905 89 360155 360079 45850 314229 76 40 68 internal_count=362821 73 44 362748 156 119 99 50 49 362592 141 118 97 362451 2296 1302 57 1245 994 905 89 360155 360079 45850 314229 76 40 68 cat_boundaries=0 1 cat_threshold=3180 is_linear=0 shrinkage=0.01 Tree=725 num_leaves=26 num_cat=2 split_feature=13 11 4 12 3 2 6 11 6 8 4 21 24 7 13 4 6 2 18 9 25 7 3 12 3 split_gain=1.89806e+06 5.58711e+06 2.67969e+06 2.75207e+07 7.76821e+07 2.12547e+07 4.29756e+06 1.49514e+06 7.55093e+06 1.47442e+06 1.46202e+06 2.97954e+06 2.9674e+06 2.55522e+06 1.48224e+06 996207 3.9878e+06 6.95718e+06 2.36318e+06 804981 1.13762e+06 1.06857e+06 548726 519698 142649 threshold=2899.2375000000006 2995.7383125000001 2632.2792750000003 85.539750000000012 1854.9329420000001 2593.0505000000003 137.63850000000005 2995.7383125000001 642.48675000000014 704.68026050000014 1291.5535000000002 100.78250000000001 0 1888.9124200000003 299.07800000000003 480.16275000000002 1913.0125000000005 1092.7150000000004 1050.0050000000003 536.95000000000016 1 2690.3565000000003 13.508217500000002 209.76795000000001 53.741650000000007 decision_type=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 left_child=2 9 7 5 -5 6 24 10 22 23 15 12 14 -14 -12 19 18 -18 -17 21 -21 -1 -9 -2 -4 right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 11 -13 13 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.0009939236312711331 0.032799243818629871 -5.7045522198469749 -0.97482500201179878 -2.1108306786593269 22.726392119407656 -10.197746860670007 3.0864841587115559 0.18040650201880415 6.4425438635689876 2.217426506046738 -0.75770285355580314 -4.2486061513423916 0.78930358030089187 -2.9603833045959469 -2.6575301745959687 0.20679592227731516 -0.51146233320236212 7.3700121779668892 -2.2200150835950199 -0.66137588309170159 -0.022524450004487846 1.7719016849293427 -2.0844098400622606 -2.1944757578372953 -2.1548790740966797 leaf_weight=359297 22 23 21 34 20 23 39 23 21 21 154 21 199 20 56 1882 24 21 41 435 760 34 20 20 20 leaf_count=359297 22 23 21 34 20 23 39 23 21 21 154 21 199 20 56 1882 24 21 41 435 760 34 20 20 20 internal_value=0 -1.48612 -0.000335813 1.30583 7.08814 -1.72567 0.71005 -0.000900727 1.52742 0.0539369 -0.00117022 -0.570811 -0.390779 0.427353 -1.20685 -0.000463072 0.223915 3.16656 0.155054 -0.00168788 -0.2608 -0.000826172 -0.872996 -1.02781 -1.55046 internal_weight=0 86 363165 157 54 103 80 363008 64 63 362944 450 429 219 210 362494 1968 45 1923 360526 1195 359331 43 42 41 internal_count=363251 86 363165 157 54 103 80 363008 64 63 362944 450 429 219 210 362494 1968 45 1923 360526 1195 359331 43 42 41 cat_boundaries=0 1 7 cat_threshold=716 8421888 65600 1052753 32 4096 1 is_linear=0 shrinkage=0.01 Tree=726 num_leaves=26 num_cat=0 split_feature=13 11 4 12 3 2 6 11 6 8 4 21 7 10 7 1 4 6 2 18 9 5 7 12 1 split_gain=1.86029e+06 5.47592e+06 2.62636e+06 2.6973e+07 7.61363e+07 2.08317e+07 4.21204e+06 1.46539e+06 7.40067e+06 1.44508e+06 1.43292e+06 2.92025e+06 2.28538e+06 3.2965e+06 2.92563e+06 1.08978e+06 976384 3.90845e+06 6.81873e+06 2.31615e+06 789313 1.31997e+06 1.04731e+06 509356 378287 threshold=2899.2375000000006 2995.7383125000001 2632.2792750000003 85.539750000000012 1854.9329420000001 2593.0505000000003 137.63850000000005 2995.7383125000001 642.48675000000014 704.68026050000014 1291.5535000000002 100.78250000000001 1282.0428000000002 983.00100000000009 572.8955000000002 15.915899999999999 480.16275000000002 1913.0125000000005 1092.7150000000004 1050.0050000000003 536.95000000000016 543.59225000000015 2690.3565000000003 209.76795000000001 53.925750000000008 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 7 5 -5 6 24 10 15 23 16 12 14 -14 -12 -9 20 19 -19 -18 22 -22 -1 -2 -4 right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 11 -13 13 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.00098398425567244505 0.032471268935637045 -5.6475066230608073 -0.59755862928572157 -2.0897223772722131 22.499128351211549 -10.095769361413044 3.0556194918889266 0.62025673130284187 6.3781183923993794 2.1952522121156965 -0.51023485704948168 -4.2061201329458324 -3.9710668265513887 0.43811440277099606 1.7675506497791835 -2.5714681638181207 0.20472795597723448 -0.50634772737820943 7.29631223769415 -2.1978149279733983 -0.12058625789220427 -1.060628220994132 1.7541827852585739 -2.1725309991240502 -2.5192242646217347 leaf_weight=359297 22 23 21 34 20 23 39 23 21 21 290 21 39 30 70 20 1882 24 21 41 1020 175 34 20 20 leaf_count=359297 22 23 21 34 20 23 39 23 21 21 290 21 39 30 70 20 1882 24 21 41 1020 175 34 20 20 internal_value=0 -1.47126 -0.000332643 1.29277 7.01726 -1.70842 0.702949 -0.000891908 1.51214 0.0533975 -0.00115871 -0.565103 -0.386871 -2.05403 -0.0673321 -0.864266 -0.00045863 0.221676 3.13489 0.153504 -0.00167119 -0.258249 -0.00081791 -1.01753 -1.53496 internal_weight=0 86 363165 157 54 103 80 363008 64 63 362944 450 429 69 360 43 362494 1968 45 1923 360526 1195 359331 42 41 internal_count=363251 86 363165 157 54 103 80 363008 64 63 362944 450 429 69 360 43 362494 1968 45 1923 360526 1195 359331 42 41 is_linear=0 shrinkage=0.01 Tree=727 num_leaves=27 num_cat=1 split_feature=13 11 4 12 3 2 6 11 6 8 4 3 6 24 2 13 1 4 6 2 18 9 5 5 12 1 split_gain=1.82327e+06 5.36695e+06 2.5741e+06 2.64362e+07 7.46212e+07 2.04172e+07 4.12822e+06 1.43623e+06 7.2534e+06 1.41632e+06 1.40441e+06 2.81984e+06 4.04916e+06 2.14246e+06 2.36165e+06 2.25704e+06 1.0681e+06 956954 3.83067e+06 6.68304e+06 2.27006e+06 773605 1.2937e+06 861583 499220 370759 threshold=2899.2375000000006 2995.7383125000001 2632.2792750000003 85.539750000000012 1854.9329420000001 2593.0505000000003 137.63850000000005 2995.7383125000001 642.48675000000014 704.68026050000014 1291.5535000000002 1854.9329420000001 642.48675000000014 0 228.94595500000003 299.07800000000003 15.915899999999999 480.16275000000002 1913.0125000000005 1092.7150000000004 1050.0050000000003 536.95000000000016 543.59225000000015 2763.7525000000005 209.76795000000001 53.925750000000008 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 9 7 5 -5 6 25 10 16 24 17 13 -13 14 -12 -15 -9 21 20 -20 -19 23 -23 -1 -2 -4 right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 11 12 -14 15 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.00097714951338606615 0.032146555131131953 -5.5910316823876416 -0.59158306558926899 -2.0688251125111301 22.274137228012087 -9.994811660103176 3.0250632666624511 0.6140541472124017 6.3143373625619077 2.1732998713992893 -0.5024152525611546 0.98716739416122434 -4.59758352434313 -0.36550759744870159 2.1435129812269502 -2.7887055989529221 -2.5457534689903261 0.2026806777607903 -0.50128425101439156 7.2233491334461029 -2.1758367939693173 -0.11938039918667545 -1.0500219451904298 1.4313731482199259 -2.1508056764602661 -2.4940320525169373 leaf_weight=359289 22 23 21 34 20 23 39 23 21 21 69 20 37 211 66 47 20 1882 24 21 41 1020 175 42 20 20 leaf_count=359289 22 23 21 34 20 23 39 23 21 21 69 20 37 211 66 47 20 1882 24 21 41 1020 175 42 20 20 internal_value=0 -1.45655 -0.000329317 1.27984 6.94709 -1.69133 0.69592 -0.000882989 1.49702 0.0528636 -0.00114712 -0.559452 -2.63802 -0.25798 0.736588 -0.776833 -0.855624 -0.000454043 0.219459 3.10354 0.151969 -0.00165448 -0.255667 -0.000809731 -1.00735 -1.51961 internal_weight=0 86 363165 157 54 103 80 363008 64 63 362944 450 57 393 135 258 43 362494 1968 45 1923 360526 1195 359331 42 41 internal_count=363251 86 363165 157 54 103 80 363008 64 63 362944 450 57 393 135 258 43 362494 1968 45 1923 360526 1195 359331 42 41 cat_boundaries=0 1 cat_threshold=1328 is_linear=0 shrinkage=0.01 Tree=728 num_leaves=22 num_cat=0 split_feature=13 11 8 12 14 10 7 1 1 13 2 26 6 8 10 6 20 6 3 12 3 split_gain=1.78698e+06 5.26015e+06 2.09786e+06 1.91433e+07 3.08421e+07 6.05419e+06 1.9797e+06 1.25137e+07 3.87776e+06 1.554e+07 1.15505e+07 5.70471e+06 1.41213e+06 1.38813e+06 841416 4.68239e+06 925849 2.08091e+06 572072 489285 26087.5 threshold=2899.2375000000006 2995.7383125000001 2877.4750000000008 152.11795000000004 326.39850000000001 94.104500000000016 2690.3565000000003 1097.7209 2779.5510000000008 320.24300000000005 1800.6974500000001 2022.5000000000002 987.12000000000012 704.68026050000014 2855.9890500000006 456.19875000000008 1228.7600000000004 738.75250000000005 314.62380000000002 209.76795000000001 0.74700000000000011 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 13 6 5 -5 -4 8 12 14 10 11 -10 20 19 16 -16 18 -18 -1 -2 -8 right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 leaf_value=-0.0022211802145992894 0.031825075908140703 -5.5351210718569552 0.068544809441817428 15.577067016601564 -1.5810832894932139 -6.7287362308502203 0.29060901108242215 -6.6699564619987246 4.4905342703280242 9.5964483351934522 -5.2193489495639147 -0.60693283501125517 3.1736730484735398 2.1515667100179763 -1.4277594763437906 4.4320616489410405 -0.23339752966165542 -3.5856914841610452 0.11673280533276521 -2.12929760491848 -0.19201327999432882 leaf_weight=358568 22 23 38 20 22 20 21 31 46 21 29 42 21 21 30 25 95 23 4089 20 24 leaf_count=358568 22 23 38 20 22 20 21 31 46 21 29 42 21 21 30 25 95 23 4089 20 24 internal_value=0 -1.44198 -0.000326024 1.44787 6.58946 -2.27535 -0.000724906 -1.42914 -0.000343173 1.67564 0.253951 2.05765 1.03245 0.0523349 -0.000980621 1.2358 -0.00116813 -0.886811 -0.00087996 -0.997281 0.0332105 internal_weight=0 86 363165 100 42 58 363065 97 362968 138 117 88 66 63 362830 55 362775 118 362657 42 45 internal_count=363251 86 363165 100 42 58 363065 97 362968 138 117 88 66 63 362830 55 362775 118 362657 42 45 is_linear=0 shrinkage=0.01 Tree=729 num_leaves=25 num_cat=1 split_feature=13 11 4 12 3 2 5 11 14 4 21 7 10 7 17 4 18 25 3 1 20 3 14 3 split_gain=1.75142e+06 5.15547e+06 2.51886e+06 2.57133e+07 7.29828e+07 1.98711e+07 3.78893e+06 1.40035e+06 6.50878e+06 1.38348e+06 2.8609e+06 2.20392e+06 3.20456e+06 2.85902e+06 1.19553e+06 932417 2.83015e+06 2.82486e+06 1.0556e+06 794813 764604 886276 640794 393178 threshold=2899.2375000000006 2995.7383125000001 2632.2792750000003 85.539750000000012 1854.9329420000001 2593.0505000000003 250.29150000000001 2995.7383125000001 602.7274450000001 1291.5535000000002 100.78250000000001 1282.0428000000002 983.00100000000009 572.8955000000002 942.80680000000018 480.16275000000002 1050.0050000000003 0 689.90820000000008 15.915899999999999 1058.4682400000004 174.3837 2857.2975000000001 22.503750000000004 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 7 5 -5 6 23 9 19 15 11 13 -13 -11 -2 20 17 -17 -18 -9 22 -22 -1 -4 right_child=1 -3 3 4 -6 -7 -8 8 -10 10 -12 12 -14 -15 -16 16 18 -19 -20 -21 21 -23 -24 -25 leaf_value=-0.0014791967316395655 -1.1029578130309647 -5.4797697631172513 -0.36926436222516573 -2.0611283199927386 22.01311200940609 -9.8559115003502882 3.2222317652842576 0.80045571875572208 6.208315281644464 -0.50288804565626999 -4.1590889755884808 -3.9061403127817007 0.44112305450439449 1.7488202721732002 1.6951372292408575 0.66844286496232941 -0.85962202196535853 -0.096379895263458248 -4.0008879547119145 -1.8987630764643351 -0.37937735284262519 -2.5694042707526168 1.5684793985520418 -2.234233480423689 leaf_weight=360383 37 23 26 34 20 23 34 20 20 290 21 39 30 70 26 923 23 1002 20 24 94 23 26 20 leaf_count=360383 37 23 26 34 20 23 34 20 20 290 21 39 30 70 26 923 23 1002 20 24 94 23 26 20 internal_value=0 -1.42756 -0.000322763 1.26604 6.85526 -1.66423 0.690879 -0.000870462 1.4782 -0.00113128 -0.555259 -0.378848 -2.01603 -0.0650559 0.0518116 -0.000443381 0.216632 0.273309 -2.32068 -0.671845 -0.00162833 -0.809895 -0.00136594 -1.18012 internal_weight=0 86 363165 157 54 103 80 363008 64 362944 450 429 69 360 63 362494 1968 1925 43 44 360526 117 360409 46 internal_count=363251 86 363165 157 54 103 80 363008 64 362944 450 429 69 360 63 362494 1968 1925 43 44 360526 117 360409 46 cat_boundaries=0 6 cat_threshold=137397248 360448 68685824 67108864 5120 2147484672 is_linear=0 shrinkage=0.01 Tree=730 num_leaves=29 num_cat=1 split_feature=1 0 5 4 3 0 16 3 3 2 6 1 26 26 3 19 0 10 25 13 6 3 0 1 5 12 20 16 split_gain=7.3476e+06 2.1879e+07 2.4869e+07 8.1921e+06 8.50603e+06 5.3427e+06 4.65667e+06 2.77145e+06 2.25764e+06 3.88273e+06 1.77372e+06 1.92884e+06 1.35257e+06 1.27251e+06 1.2683e+06 856723 1.33371e+06 666033 6.50804e+06 3.10663e+07 2.25657e+06 1.2189e+06 1.74062e+06 909947 470298 235925 165361 68410.2 threshold=2779.5510000000008 2773.7250000000004 1530.4632000000001 2632.2792750000003 542.09453100000007 2773.7250000000004 52.521000000000008 1471.8415000000002 119.5475 1800.6974500000001 2871.8940000000007 629.11000000000013 2022.5000000000002 2022.5000000000002 32.256600000000013 1711.5412500000002 428.79030000000006 111.73900000000002 0 47.39500000000001 1913.0125000000005 2692.2960000000003 5.882454000000001 786.48464000000001 54.992700000000006 32.13750000000001 312.78175000000005 16.366955500000003 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=5 3 -3 4 13 10 8 -6 12 -10 15 14 -7 -2 24 17 26 21 19 -19 -20 23 -23 -1 -12 -15 27 -17 right_child=1 2 -4 -5 7 6 -8 -9 9 -11 11 -13 -14 25 -16 16 -18 18 20 -21 -22 22 -24 -25 -26 -27 -28 -29 leaf_value=-0.0011465886538519347 -2.7985996680424132 16.243216068267824 2.0284240388870241 -5.4187017575899761 6.7947161367665174 -5.3716968481881286 1.7725013957704818 1.8855812570323116 0.75477942344120563 -4.6064060159163045 -0.69426562998029928 -4.0500007484072729 -2.4229476984058107 -0.80180251711890804 1.2702363443374634 -0.32021174851655959 -3.175991043817429 -0.00047051176278278085 0.038528514258737274 12.681123700539272 1.9546496485125633 -0.07101781543932463 -3.5109585030873616 0.32321452757513369 -2.7174645957946781 0.71578649020195007 -0.9689349367141723 0.44437716820023276 leaf_weight=354615 29 20 32 24 23 35 28 23 35 22 27 21 28 21 24 25 21 99 7075 24 62 38 24 867 20 20 25 22 leaf_count=354615 29 20 32 24 23 35 28 23 35 22 27 21 28 21 24 25 21 99 7075 24 62 38 24 867 20 20 25 22 internal_value=0 1.95672 7.49565 -0.100597 0.999701 -3.63688e-05 -1.89963 4.34015 -2.75646 -1.31445 0.000738145 -1.3876 -4.06114 -1.19545 -0.600124 0.00109011 -0.958583 0.00133611 0.096154 2.28797 0.0550969 -0.000600016 -1.40261 -0.000355491 -1.5552 -0.0615152 -0.311838 0.0376809 internal_weight=0 192 52 140 116 363137 148 46 120 57 362989 92 63 70 71 362897 93 362804 7260 123 7137 355544 62 355482 47 41 72 47 internal_count=363329 192 52 140 116 363137 148 46 120 57 362989 92 63 70 71 362897 93 362804 7260 123 7137 355544 62 355482 47 41 72 47 cat_boundaries=0 2 cat_threshold=8388608 262144 is_linear=0 shrinkage=0.01 Tree=731 num_leaves=26 num_cat=1 split_feature=1 5 3 11 16 6 6 5 5 3 2 4 5 6 5 17 2 17 3 26 3 25 1 9 15 split_gain=7.20138e+06 1.72785e+07 2.67777e+07 1.93042e+07 7.5076e+06 9.69676e+06 2.27378e+06 2.11871e+06 1.22938e+06 811961 2.50562e+06 1.38083e+06 1.10896e+06 768137 3.96301e+06 1.14653e+06 2.04298e+06 624416 824305 537354 515165 2.21792e+06 490902 423562 154892 threshold=2779.5510000000008 26.141250000000007 191.28750000000002 2995.7383125000001 44.271000000000008 1118.3050000000001 2871.8940000000007 658.22750000000008 143.61000000000001 2692.2960000000003 299.06050000000005 1517.5820000000001 27.423750000000002 1913.0125000000005 1530.4632000000001 356.06250000000006 135.27255000000005 1772.4296500000003 353.54500000000002 2022.5000000000002 14.222000000000001 0 1256.4300000000001 1279.0000000000002 331.27638000000002 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=6 2 19 4 5 -3 9 8 -8 13 12 -12 -11 17 15 16 -15 20 24 -2 22 -22 -1 -9 -19 right_child=1 3 -4 -5 -6 -7 7 23 -10 10 11 -13 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.0027557240007269643 2.755552775942046 -4.3974302592422019 15.329538962954567 8.615120708465577 -6.4341279723726474 2.9678688098222783 -1.2203998585751183 -3.7606176001450109 1.8426263179779054 -0.44398265260638609 -1.1747567336182845 -4.4209700336456299 2.4956235980987551 -1.0296404506805095 4.1822464314213503 -2.1950814478737968 2.0053265385400683 0.10931774012278765 -2.2422440961429051 0.65512960070655457 0.57960042180880056 0.026240210909427329 -0.47744769510872864 -1.8689597969055178 -0.83744748292145899 leaf_weight=331163 29 33 21 20 29 39 38 29 20 33 38 20 21 47 27 21 42 48 28 21 732 30565 218 20 27 leaf_count=331163 29 33 21 20 29 39 38 29 20 33 38 20 21 47 27 21 42 48 28 21 732 30565 218 20 27 internal_value=0 1.93715 5.85337 -0.36079 -2.1382 -0.407893 -3.60052e-05 -1.45757 -0.164184 0.00039359 -0.850924 -2.29414 0.699198 0.000656315 0.749303 -0.0933282 0.402591 0.000373597 -0.778123 1.87338 0.000594689 0.0393762 -0.003068 -2.98851 -0.231518 internal_weight=0 192 71 121 101 72 363137 107 58 363030 112 58 54 362918 137 110 89 362781 103 50 362678 31297 331381 49 75 internal_count=363329 192 71 121 101 72 363137 107 58 363030 112 58 54 362918 137 110 89 362781 103 50 362678 31297 331381 49 75 cat_boundaries=0 5 cat_threshold=8388608 0 16 67109376 4194432 is_linear=0 shrinkage=0.01 Tree=732 num_leaves=28 num_cat=0 split_feature=1 0 8 4 3 0 4 1 4 10 3 8 6 1 3 8 4 19 0 6 5 0 26 5 18 3 26 split_gain=7.05807e+06 2.1309e+07 2.65014e+07 8.08049e+06 8.36783e+06 5.21124e+06 4.25168e+06 4.85529e+06 3.32326e+06 3.28568e+06 2.69451e+06 1.91764e+06 1.7045e+06 1.87937e+06 1.24518e+06 1.1652e+06 1.12109e+06 805419 1.23908e+06 893872 3.96276e+06 660608 560625 462911 310324 254786 130095 threshold=2779.5510000000008 2773.7250000000004 321.9405000000001 2632.2792750000003 542.09453100000007 2773.7250000000004 117.58985000000001 4.7879500000000013 2632.2792750000003 126.47775000000001 1471.8415000000002 9.3820000000000032 2871.8940000000007 629.11000000000013 32.256600000000013 2877.4750000000008 1115.3337000000004 1711.5412500000002 393.17125000000004 1913.0125000000005 1530.4632000000001 1114.9175000000002 2022.5000000000002 54.992700000000006 167.47850000000003 207.97683100000003 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=5 3 -3 4 11 12 7 22 9 -8 -6 26 15 14 23 17 25 19 24 21 -21 -1 -7 -14 -19 -17 -2 right_child=1 2 -4 -5 10 6 8 -9 -10 -11 -12 -13 13 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.00068041205798148163 -2.7456836537961609 16.057771511986143 1.5083468018808674 -5.3943087442715969 6.7136749400263254 -2.9038471801757813 4.1313631484725262 -7.3965802690257192 -3.3690587300839634 -0.95658492660522454 1.8731647292427394 1.3312429319109236 -0.67511897930392506 -3.9882810538155691 1.2703000491857528 -1.0379458118254139 -3.2155360721406483 0.28573719072800413 -3.0747565514700756 -0.0041123544431868053 4.4998369121551516 0.31404208102017556 -0.78606571664810176 -2.6823661003112798 -1.0941182483945575 0.40974782276153565 -1.7097428468953479 leaf_weight=361934 27 21 31 24 23 25 22 23 23 30 23 21 27 21 24 31 21 39 21 105 24 674 25 20 28 20 22 leaf_count=361934 27 21 31 24 23 25 22 23 23 30 23 21 27 21 24 31 21 39 21 105 24 674 25 20 28 20 22 internal_value=0 1.91778 7.38408 -0.112556 0.980221 -3.54783e-05 -1.87612 -3.5941 -0.203945 1.19601 4.29342 -1.19702 0.000729448 -1.36024 -0.582934 0.00107448 -1.27094 0.0013269 -0.955244 0.00155896 0.833832 0.00126288 -1.84496 -1.52927 -0.290919 -0.470223 -2.28057 internal_weight=0 192 52 140 116 363137 148 73 75 52 46 70 362989 92 71 362897 72 362825 88 362737 129 362608 50 47 67 51 49 internal_count=363329 192 52 140 116 363137 148 73 75 52 46 70 362989 92 71 362897 72 362825 88 362737 129 362608 50 47 67 51 49 is_linear=0 shrinkage=0.01 Tree=733 num_leaves=27 num_cat=0 split_feature=1 0 9 4 0 16 9 6 9 5 1 0 5 0 5 8 4 19 2 6 5 26 5 0 1 6 split_gain=6.91762e+06 2.08849e+07 5.21354e+07 7.91968e+06 5.10754e+06 4.54874e+06 2.54061e+06 1.67058e+06 2.13276e+06 1.66034e+06 2.63923e+06 1.51062e+06 1.72076e+06 1.80075e+06 1.24732e+06 1.14202e+06 1.09878e+06 789392 1.22088e+06 876084 3.8839e+06 681262 648112 647462 176316 87072.1 threshold=2779.5510000000008 2773.7250000000004 277.38965000000007 2632.2792750000003 2773.7250000000004 52.521000000000008 1532.4010000000001 2871.8940000000007 981.55950000000007 658.22750000000008 4.7879500000000013 988.99750000000006 325.39000000000004 53.8705 658.22750000000008 2877.4750000000008 1115.3337000000004 1711.5412500000002 322.86800000000011 1913.0125000000005 1530.4632000000001 2022.5000000000002 22.442500000000006 1114.9175000000002 30.606900000000007 43.728500000000004 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 7 9 11 15 14 10 21 12 13 -2 22 17 24 19 25 23 -21 -6 -9 -1 -17 -19 right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=0.00067360804471021049 2.5185156836112341 19.002911841652612 -1.2643942381540934 -5.3403656323750814 -3.0970196144669142 1.7719743537902832 4.2127744541168219 -0.56369491698413055 -3.9838073431927223 -0.97628069827431141 -5.6910516171744367 2.4089115257263183 -2.9354320611953733 -1.246128113358109 -2.5720741767883299 -0.93779584715443276 -3.1833808072408041 -0.47603303050122614 -2.815490841674805 -0.0040712757621492656 4.4548385763168339 -0.72640032443133262 1.77626948928833 0.31090168012798008 0.26650600147247316 0.30380862062627617 leaf_weight=361934 24 22 30 24 27 28 20 29 23 38 33 25 20 27 20 31 21 41 25 105 24 22 20 674 20 22 leaf_count=361934 24 22 30 24 27 28 20 29 23 38 33 25 20 27 20 31 21 41 25 105 24 22 20 674 20 22 internal_value=0 1.8986 7.31024 -0.11143 -3.51234e-05 -1.85735 0.970419 0.000722154 -1.34664 -2.7042 -3.50494 0.294928 -0.449433 0.525469 -0.467583 0.00106373 -1.25823 0.00131363 -0.945691 0.00154337 0.825493 -2.03266 0.391393 0.00125025 -0.465521 -0.203707 internal_weight=0 192 52 140 363137 148 116 362989 92 120 82 96 71 51 69 362897 72 362825 88 362737 129 49 49 362608 51 63 internal_count=363329 192 52 140 363137 148 116 362989 92 120 82 96 71 51 69 362897 72 362825 88 362737 129 49 49 362608 51 63 is_linear=0 shrinkage=0.01 Tree=734 num_leaves=27 num_cat=1 split_feature=1 0 9 7 3 0 16 3 3 2 6 9 26 10 8 26 7 10 25 9 3 3 0 1 2 0 split_gain=6.77996e+06 2.04693e+07 5.10979e+07 5.4476e+06 5.65724e+06 5.0059e+06 4.45822e+06 4.29067e+06 2.18052e+06 3.81655e+06 1.63733e+06 2.09032e+06 1.28551e+06 1.19706e+06 1.11929e+06 1.05568e+06 1.03444e+06 661649 6.91136e+06 5.04732e+07 2.28443e+06 1.31353e+06 1.66599e+06 891216 371479 359626 threshold=2779.5510000000008 2773.7250000000004 277.38965000000007 2690.3565000000003 542.09453100000007 2773.7250000000004 52.521000000000008 1854.9329420000001 119.5475 1800.6974500000001 2871.8940000000007 981.55950000000007 2022.5000000000002 26.251000000000001 2877.4750000000008 2022.5000000000002 481.78500000000003 111.73900000000002 0 176.8184 1854.9329420000001 2692.2960000000003 5.882454000000001 786.48464000000001 34.242000000000012 137.97000000000003 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 left_child=5 3 -3 4 15 10 8 -6 12 -10 14 13 -7 24 17 -2 -16 21 19 -19 -20 23 -23 -1 -12 -17 right_child=1 2 -4 -5 7 6 -8 -9 9 -11 11 -13 -14 -15 16 25 -18 18 20 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.0011546704045519156 -2.6591447516850066 18.812883120450106 -1.2517502733866375 -4.806039574032738 5.7623356404797788 -5.237011320931571 1.7542546224594116 -0.094150269248268831 0.79153380639212478 -4.523762338811701 -0.57064687825487936 -3.9439693135800571 -2.3622923164708274 1.3998147344589233 0.021532517531338859 0.82074607195705174 -2.3794402052226822 -0.30601414254986414 0.036109490236289836 17.081905494034292 1.8515352537972587 -0.14134874686216697 -3.4482718780517576 0.31985066684334612 -2.3747703933715822 -1.0756340718269348 leaf_weight=354630 28 22 30 21 29 35 28 22 35 22 25 23 28 23 34 20 38 101 7073 20 70 39 25 867 21 20 leaf_count=354630 28 22 30 21 29 35 28 22 35 22 25 23 28 23 34 20 38 101 7073 20 70 39 25 867 21 20 internal_value=0 1.87962 7.23713 -0.110316 0.718341 -3.47724e-05 -1.83878 3.23601 -2.67716 -1.25998 0.000714932 -1.33317 -3.95936 -0.462907 0.00105309 -1.16991 -1.24565 0.00130049 0.0957793 2.37199 0.053825 -0.00062968 -1.43312 -0.00037179 -1.39427 -0.127444 internal_weight=0 192 52 140 119 363137 148 51 120 57 362989 92 63 69 362897 68 72 362825 7264 121 7143 355561 64 355497 46 40 internal_count=363329 192 52 140 119 363137 148 51 120 57 362989 92 63 69 362897 68 72 362825 7264 121 7143 355561 64 355497 46 40 cat_boundaries=0 2 cat_threshold=8388608 262144 is_linear=0 shrinkage=0.01 Tree=735 num_leaves=26 num_cat=0 split_feature=6 9 12 7 7 7 5 1 6 2 26 0 16 1 5 11 17 12 6 5 2 26 1 8 0 split_gain=7.82626e+06 7.16835e+06 8.78791e+06 4.81315e+06 4.6859e+06 2.74451e+06 1.06439e+07 5.29559e+06 1.89254e+07 1.03352e+07 3.68754e+06 2.06767e+06 3.21424e+06 2.57877e+06 3.52155e+06 1.55765e+06 1.48436e+06 1.16639e+06 2.55423e+06 981499 920287 769474 697460 3.76289e+06 1.35863e+06 threshold=2871.8940000000007 131.25510000000006 264.47312500000004 1888.9124200000003 164.82050000000001 2690.3565000000003 1874.1882800000003 2779.5510000000008 275.94813500000004 1444.3300000000002 2022.5000000000002 2773.7250000000004 257.71475000000004 4.7879500000000013 658.22750000000008 1602.5343235000003 942.80680000000018 117.55085000000001 335.64456000000007 575.25150000000008 0.75441500000000017 2022.5000000000002 786.48464000000001 11.995675000000002 1836.963 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 4 -3 -4 20 7 17 11 9 10 -9 15 13 21 -15 22 19 18 -7 -17 -2 -13 24 -24 -1 right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 leaf_value=-0.00068292898404418855 -0.4262735217933854 -8.8337434564317974 -4.9789145777775694 1.0492351178769712 3.9058866847645151 -0.74642570508850958 -7.801561421481046 4.0395659179157679 8.1907411119672986 -5.2941068892643379 -0.48661690561307802 0.46499785184860232 2.1744670304385099 -5.9199239813048266 -0.46547396850585943 -0.9756018206456325 -3.1359546457290652 -1.5478650107979774 3.7107304534912111 0.62872389720036437 -3.3307460267543791 -1.9984889046422072 0.69021538066847654 -0.45804078243434554 -1.2030690206619019 leaf_weight=361304 24 28 26 27 22 36 22 36 36 29 36 32 22 29 20 143 25 32 20 52 20 21 729 469 94 leaf_count=361304 24 28 26 27 22 36 22 36 36 29 36 32 22 29 20 143 25 32 20 52 20 21 729 469 94 internal_value=0 -2.30873 -4.30206 -1.90797 0.137637 -0.000885275 -1.58021 -0.000406794 1.96528 -0.253692 1.77647 -0.00114879 -1.29224 -2.03996 -3.69362 -0.000707532 -0.841892 -0.0248681 0.845416 -0.547782 -1.74649 -0.511101 -0.000197155 0.240689 -0.000995671 internal_weight=0 147 81 53 66 363187 110 363077 137 101 72 362940 124 102 49 362816 220 88 56 195 44 53 362596 1198 361398 internal_count=363334 147 81 53 66 363187 110 363077 137 101 72 362940 124 102 49 362816 220 88 56 195 44 53 362596 1198 361398 is_linear=0 shrinkage=0.01 Tree=736 num_leaves=25 num_cat=0 split_feature=6 3 12 7 5 1 4 3 6 0 14 0 15 1 5 4 4 6 26 17 15 0 14 8 split_gain=7.67052e+06 9.37333e+06 6.73679e+06 2.6899e+06 1.04321e+07 5.19021e+06 2.32944e+07 6.67599e+06 5.01321e+06 5.7142e+06 2.21778e+06 2.02653e+06 3.08663e+06 2.12882e+06 3.69543e+06 1.86583e+06 1.31911e+06 2.01839e+06 1.0174e+06 765266 556556 1.77299e+06 803309 153480 threshold=2871.8940000000007 2692.2960000000003 235.67175000000006 2690.3565000000003 1874.1882800000003 2779.5510000000008 1876.5445000000002 1471.8415000000002 117.13140000000003 885.78750000000014 758.3180000000001 2773.7250000000004 180.37925000000004 4.7879500000000013 658.22750000000008 558.69700000000012 1115.3337000000004 397.63150000000007 2022.5000000000002 2732.1750000000006 1425.0630000000003 267.74254750000006 2857.2975000000001 11.995675000000002 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 10 -3 5 16 11 7 8 9 -7 15 19 13 18 -15 23 17 -5 -13 20 22 -22 -1 -2 right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 leaf_value=-0.00012843209999335585 -0.41406755487833707 -9.3837672629723183 -1.6640093650817871 -0.48053147897487736 -7.7235458322004842 0.86073133020972215 11.636998915899367 -4.5058060582478836 -2.6267398004946503 7.1149343672252838 -3.098258774097149 0.46034757316112518 2.0268785161557408 -6.1084127994684074 -0.46833231063116165 2.3940037543685349 -1.8648918614564118 3.3943680925369262 -2.3332087300040505 -1.4014180247905927 0.078815812193971921 -2.1133648413878219 -1.5151825938905989 -1.5610369992256166 leaf_weight=362563 28 26 20 41 22 48 21 24 23 21 26 32 23 26 21 27 27 20 22 39 127 52 35 20 leaf_count=362563 28 26 20 41 22 48 21 24 23 21 26 32 23 26 21 27 27 20 22 39 127 52 35 20 internal_value=0 -2.28564 -6.02735 -0.000876422 -1.5644 -0.000402726 1.94563 0.191158 1.41645 2.76418 -0.581498 -0.0011373 -1.27931 -2.03221 -3.58838 0.29098 -0.0246194 0.789927 -0.677768 -0.000700456 -0.000549874 -0.558019 -0.000274674 -0.891971 internal_weight=0 147 46 363187 110 363077 137 116 92 69 101 362940 124 101 47 75 88 61 54 362816 362777 179 362598 48 internal_count=363334 147 46 363187 110 363077 137 116 92 69 101 362940 124 101 47 75 88 61 54 362816 362777 179 362598 48 is_linear=0 shrinkage=0.01 Tree=737 num_leaves=27 num_cat=0 split_feature=6 3 12 7 5 1 13 3 4 26 14 0 16 1 5 3 4 10 20 16 26 15 7 14 13 2 split_gain=7.51788e+06 9.1868e+06 6.60273e+06 2.63637e+06 1.02245e+07 5.08692e+06 2.32095e+07 5.8221e+06 4.94346e+06 2.63417e+06 2.17364e+06 1.9862e+06 3.10949e+06 2.48496e+06 3.39396e+06 1.838e+06 1.29314e+06 2.0055e+06 823598 2.13861e+06 739524 622611 1.62666e+06 732638 598450 92677.2 threshold=2871.8940000000007 2692.2960000000003 235.67175000000006 2690.3565000000003 1874.1882800000003 2779.5510000000008 274.4500000000001 1107.1660000000004 14.450258500000002 2022.5000000000002 758.3180000000001 2773.7250000000004 257.71475000000004 4.7879500000000013 658.22750000000008 292.91330000000005 861.89750000000015 119.33100000000002 1458.1004000000003 724.64317100000005 2022.5000000000002 1425.0630000000003 114.17660000000002 2857.2975000000001 10.060000000000002 20.865500000000001 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 10 -3 5 16 11 7 8 9 -7 15 18 13 20 -15 25 17 -5 21 24 -13 23 -23 -1 -20 -2 right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 leaf_value=-1.0612582584300945e-05 -0.46735309469699859 -9.2899294897226188 -1.6473691864013671 -0.55344938858135329 -7.6463101300326262 5.0913671678655286 11.881390823364258 -3.2609223377003391 -1.8625436782836915 0.65052503726699129 -3.06727625480065 0.45574430227279666 2.1432311404835094 -5.8108617532664333 -0.45613588714599607 2.5019648880004883 -1.709894781112671 3.3156964965093705 -0.50586982038617134 -2.8152456260371856 -1.9593243460428147 0.25255587965548038 -1.6741312765769472 -1.4072439598755255 1.5475061880458487 -1.3461647882461549 leaf_weight=362502 30 26 20 37 22 34 20 34 27 22 26 32 22 29 20 25 30 21 40 37 21 100 78 37 22 20 leaf_count=362502 30 26 20 37 22 34 20 34 27 22 26 32 22 29 20 25 30 21 40 37 21 100 78 37 22 20 internal_value=0 -2.26279 -5.96708 -0.000867658 -1.54876 -0.000398699 1.92617 0.224427 1.65216 3.34675 -0.575683 -0.00112593 -1.26652 -2.00196 -3.62526 0.28807 -0.0243732 0.847448 -0.000693452 -0.912664 -0.50117 -0.000444539 -0.591723 -0.000154232 0.222747 -0.818878 internal_weight=0 147 46 363187 110 363077 137 117 83 56 101 362940 124 102 49 75 88 58 362816 99 53 362717 178 362539 62 50 internal_count=363334 147 46 363187 110 363077 137 117 83 56 101 362940 124 102 49 75 88 58 362816 99 53 362717 178 362539 62 50 is_linear=0 shrinkage=0.01 Tree=738 num_leaves=27 num_cat=1 split_feature=6 3 10 11 7 1 1 4 3 6 0 6 4 0 16 1 3 11 3 26 1 25 0 18 10 6 split_gain=7.36827e+06 9.00398e+06 5.34898e+06 2.74199e+06 2.5839e+06 9.17046e+06 4.98569e+06 2.2856e+07 6.46573e+06 4.91291e+06 5.57597e+06 2.47356e+06 2.37775e+06 1.94667e+06 3.04762e+06 2.43551e+06 1.91705e+06 1.51348e+06 1.44679e+06 724808 688881 8.01185e+06 1.32914e+06 669638 619280 165422 threshold=2871.8940000000007 2692.2960000000003 1274.5290000000002 1602.5343235000003 2690.3565000000003 1461.4925000000003 2779.5510000000008 1876.5445000000002 1471.8415000000002 117.13140000000003 885.78750000000014 1118.3050000000001 558.69700000000012 2773.7250000000004 257.71475000000004 4.7879500000000013 255.01000000000002 1602.5343235000003 1471.8415000000002 2022.5000000000002 786.48464000000001 0 1836.963 749.28243750000013 14.450258500000002 117.13140000000003 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=4 3 -3 12 6 11 13 8 9 10 -8 25 24 17 15 19 -17 20 23 -15 22 -22 -1 -19 -2 -6 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.00066768878680454832 -0.13248587766001302 -9.0327387374877937 -2.1867725118001302 -3.8858155546188358 -0.46832451535809427 -6.7230920498187725 0.82876582528154064 11.50664425441197 -4.4533762041727707 -2.627669074017069 7.0068604732695077 2.8677177744326383 2.5430766822551862 0.45118680179119108 2.1217988612435081 -5.9707939910888674 -1.9463949341609561 -0.33561515253403285 -3.2032068177928097 -1.9397311033521378 1.4808853844111947 -0.29354298498529441 -1.1899316383422689 -2.1180942397813003 -2.3565884717305501 -1.5099697303771973 leaf_weight=361304 31 25 21 20 31 26 48 21 24 23 21 23 29 32 22 20 29 173 23 21 353 845 94 24 21 30 leaf_count=361304 31 25 21 20 31 26 48 21 24 23 21 23 29 32 22 20 29 173 23 21 353 845 94 24 21 30 internal_value=0 -2.24016 -5.90741 -0.569926 -0.000858981 -1.53327 -0.000394712 1.90691 0.169029 1.37487 2.70906 0.0730995 0.248812 -0.00111467 -1.25386 -1.98194 -3.58901 -0.000686517 -0.829861 -0.496158 -0.000183427 0.239217 -0.000977018 -0.55277 -1.03068 -0.980609 internal_weight=0 147 46 101 363187 110 363077 137 116 92 69 84 81 362940 124 102 49 362816 220 53 362596 1198 361398 197 52 61 internal_count=363334 147 46 101 363187 110 363077 137 116 92 69 84 81 362940 124 102 49 362816 220 53 362596 1198 361398 197 52 61 cat_boundaries=0 6 cat_threshold=1048576 0 336 1073807360 2113536 2147483649 is_linear=0 shrinkage=0.01 Tree=739 num_leaves=28 num_cat=1 split_feature=6 3 12 11 7 2 1 13 3 4 6 26 4 0 16 1 3 11 17 6 0 26 1 25 0 9 3 split_gain=7.22165e+06 8.8248e+06 6.39006e+06 2.68743e+06 2.53249e+06 9.82002e+06 4.88648e+06 2.27399e+07 5.67197e+06 4.84537e+06 4.55772e+06 2.54736e+06 2.33043e+06 1.90793e+06 2.98697e+06 2.38704e+06 1.8789e+06 1.48337e+06 1.42294e+06 946159 918084 710384 675736 7.85636e+06 1.30269e+06 525567 130971 threshold=2871.8940000000007 2692.2960000000003 235.67175000000006 1602.5343235000003 2690.3565000000003 1800.6974500000001 2779.5510000000008 274.4500000000001 1107.1660000000004 14.450258500000002 1118.3050000000001 2022.5000000000002 558.69700000000012 2773.7250000000004 257.71475000000004 4.7879500000000013 255.01000000000002 1602.5343235000003 942.80680000000018 642.48675000000014 95.114250000000013 2022.5000000000002 786.48464000000001 0 1836.963 6.7573500000000015 0.74700000000000011 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=4 3 -3 12 6 10 13 8 9 11 20 -8 25 17 15 21 -17 22 19 -19 26 -15 24 -24 -1 -2 -6 right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 leaf_value=-0.00066101187484796586 -0.2255844071507454 -9.1172353304349461 -1.5987587795257567 -3.8469574089050291 -1.0793063376426697 -7.6689340155465269 5.0059261804468491 11.74182795906067 -3.2367186131196868 -1.8670506569191261 3.7668434026966926 0.63887437007643966 2.5176459924105941 0.44667494475841524 2.1005809155377473 -5.9110861053466799 -1.9269310543454927 -0.89855988747933335 -3.0676597242832186 0.79589072045825771 -3.1289700535365514 -1.9203338000887917 1.4664844432908313 -0.29064189087142028 -1.178032330731128 -2.292038214683533 0.0063906049728393553 leaf_weight=361304 32 26 20 20 25 21 34 20 34 27 23 22 29 32 22 20 29 153 25 42 21 21 353 845 94 20 20 leaf_count=361304 32 26 20 20 25 21 34 20 34 27 23 22 29 32 22 20 29 153 25 42 21 21 353 845 94 20 20 internal_value=0 -2.21776 -5.84833 -0.564227 -0.000850064 -1.51794 -0.000390437 1.88784 0.203401 1.61261 -0.0665822 3.2903 0.246324 -0.00110319 -1.24132 -1.96212 -3.55312 -0.000679325 -0.821562 -0.533601 -1.40247 -0.491196 -0.000181266 0.236924 -0.000967247 -1.02037 -0.596774 internal_weight=0 147 46 101 363187 110 363077 137 117 83 89 56 81 362940 124 102 49 362816 220 195 66 53 362596 1198 361398 52 45 internal_count=363334 147 46 101 363187 110 363077 137 117 83 89 56 81 362940 124 102 49 362816 220 195 66 53 362596 1198 361398 52 45 cat_boundaries=0 6 cat_threshold=1048576 0 336 1073807360 2113536 2147483649 is_linear=0 shrinkage=0.01 Tree=740 num_leaves=33 num_cat=2 split_feature=25 0 10 0 3 4 5 12 3 3 4 11 5 0 5 0 3 16 11 10 0 11 24 3 7 15 11 19 7 5 3 10 split_gain=1.72496e+06 8.06247e+07 8.33831e+07 1.72012e+07 4.1582e+07 9.23732e+06 2.59417e+06 3.1755e+06 2.81437e+06 2.33474e+06 2.30414e+06 5.31374e+06 1.64759e+06 1.53305e+06 1.56169e+06 1.14141e+06 948916 1.36712e+07 2.75584e+06 3.44986e+06 909641 4.57142e+06 915056 801815 748038 702874 1.07838e+06 595426 710762 559510 549138 416700 threshold=0 2773.7250000000004 86.603682500000005 2773.7250000000004 2692.2960000000003 1876.5445000000002 204.40050000000005 77.002449999999996 26.149852500000005 870.71080000000018 2632.2792750000003 760.25000000000011 274.07025000000004 562.18200000000013 28.294400000000007 448.50050000000005 1471.8415000000002 1159.9970000000001 1602.5343235000003 1105.5920000000003 474.32500000000005 30.615500000000004 1 1278.9218000000003 608.55210000000022 331.27638000000002 124.98750000000001 1016.455 152.51925000000003 543.59225000000015 387.47150000000005 392.62500000000006 decision_type=9 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 left_child=1 5 -3 10 6 9 8 -8 -5 12 16 24 20 14 -11 31 23 18 19 -18 22 -22 -1 27 30 26 -25 29 -29 -2 -12 -14 right_child=3 2 -4 4 -6 -7 7 -9 -10 13 11 -13 15 -15 -16 -17 17 -19 -20 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31 -32 -33 leaf_value=0.30836666879687202 -7.5933885194065989e-05 28.769218662261967 0.23892329261416481 -0.75912343563572049 -14.117038850455449 5.2584345842810238 4.0435804977416989 -1.3516755298773446 -4.7922143729527793 2.3543534255796863 -0.27644029755393662 -5.1166689001280687 -0.33495513156744156 4.1575639500609833 -1.1293627548217773 -2.5244986555311413 -0.073744551710262424 7.2257070473262246 -3.3775745694533641 3.9384970449364705 -0.17894015272458394 4.6921825195312499 -0.066437337801004151 -0.95357366329286153 -1.8609383544921876 -2.2935741989135741 1.5397807996923274 -0.080708446594438071 -1.3917968084563073 0.18377666518011512 1.6819399313131969 -1.8854506120681762 leaf_weight=814 356036 20 21 62 29 34 20 24 24 31 45 29 130 20 22 36 314 28 23 23 84 25 3100 82 20 25 22 108 67 1663 21 20 leaf_count=814 356036 20 21 62 29 34 20 24 24 31 45 29 130 20 22 36 314 28 23 23 84 25 3100 82 20 25 22 108 67 1663 21 20 internal_value=0 0.198784 14.1561 -0.00116745 -3.28957 0.0666565 -0.874211 1.10071 -1.88464 0.0254327 0.000290944 -1.41497 -0.00531897 1.7985 0.908283 -0.925458 0.00074507 0.495013 -0.0284849 0.200088 0.0372229 0.93829 0.0121293 0.000209387 -0.166719 -0.78804 -0.426133 0.000493521 -0.582668 0.000778826 0.346681 -0.541688 internal_weight=0 4357 41 358665 159 4316 130 44 86 4282 358506 115 4209 73 53 186 358391 388 360 337 4023 109 3914 358003 86 129 104 357874 175 357699 66 150 internal_count=363022 4357 41 358665 159 4316 130 44 86 4282 358506 115 4209 73 53 186 358391 388 360 337 4023 109 3914 358003 86 129 104 357874 175 357699 66 150 cat_boundaries=0 6 7 cat_threshold=1048576 0 0 0 4196480 268440576 65 is_linear=0 shrinkage=0.01 Tree=741 num_leaves=34 num_cat=1 split_feature=25 0 9 1 0 9 6 4 2 0 9 26 0 6 7 2 16 9 6 7 1 0 6 5 5 11 7 5 11 14 5 4 16 split_gain=1.69072e+06 7.90202e+07 6.07374e+07 2.32496e+07 7.85463e+07 1.01996e+07 2.66557e+06 2.46615e+06 2.12933e+06 7.03678e+06 1.83716e+06 1.6693e+06 1.59118e+06 2.30412e+06 1.25425e+06 5.1222e+06 4.86277e+06 2.67582e+06 1.15365e+06 2.48587e+06 1.3411e+06 1.03161e+06 1.02766e+06 843510 743448 673620 1.42565e+06 1.33152e+06 853969 1.21277e+06 748340 526606 332012 threshold=0 2773.7250000000004 85.335000000000022 2779.5510000000008 2773.7250000000004 1889.5600000000002 1913.0125000000005 1876.5445000000002 2593.0505000000003 1836.963 26.246250000000003 2022.5000000000002 22.611000000000004 642.48675000000014 1489.0961200000002 579.4525000000001 675.22100000000012 300.85418000000004 987.12000000000012 32.536410000000011 1097.7209 1114.9175000000002 1118.3050000000001 611.84520000000009 1874.1882800000003 912.26085000000012 1113.0755000000001 1287.5327000000002 531.428 44.230250000000005 543.59225000000015 7.273200000000001 543.33000000000004 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 2 2 2 left_child=1 5 -3 8 12 6 7 18 14 10 11 31 -5 21 25 22 17 -17 20 -20 -1 -14 23 -16 -15 28 27 -27 30 -30 -2 -10 -28 right_child=3 2 -4 4 -6 -7 -8 -9 9 -11 -12 -13 13 24 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 32 -29 29 -31 -32 -33 -34 leaf_value=0.033184944739797238 -0.00074782660199538523 26.48642839050293 2.1366275569370816 1.2270400997570583 -19.750459794264572 5.9765609737100274 -3.2297661473274228 3.4635438564845491 0.88917330741882328 -6.5816300110589898 -2.0905443737241955 -1.1626069137967867 -1.4836450626539148 -0.9287880568277268 -0.18949846623856345 3.8455442898090069 6.7330738691850138 -0.23644270550637017 -0.73791111512617635 4.0159064357930969 -1.4485381220233056 -4.5890063457489019 1.5021381746568989 -2.0986339625605832 1.7651800651550291 -0.34446773145410975 -3.0217672584702568 1.6770261718205044 -0.010632959350943565 0.79063051527900641 0.22338019676307305 3.1312024927139284 -1.2214707763195038 leaf_weight=4135 355267 20 21 35 26 29 25 21 22 21 36 29 23 21 162 26 22 42 22 22 62 20 31 27 20 472 21 35 440 331 1496 20 20 leaf_count=4135 355267 20 21 35 26 29 25 21 22 21 36 29 23 21 162 26 22 42 22 22 62 20 31 27 20 472 21 35 440 331 1496 20 20 internal_value=0 0.196802 14.0146 -0.00115578 -4.00462 0.0659956 0.0260127 0.0451104 0.000463354 -1.28909 -0.250368 0.68268 -0.564357 -1.31077 0.000923919 0.636728 2.64646 1.32432 0.0281835 1.639 0.0112963 -2.928 -0.185434 -0.462232 0.385343 0.000373488 -0.349962 -0.204917 0.000910456 0.33336 0.000192 1.95681 -2.14357 internal_weight=0 4357 41 358665 145 4316 4287 4262 358520 128 107 71 119 84 358392 310 90 68 4241 44 4197 43 220 189 41 358082 548 507 357534 771 356763 42 41 internal_count=363022 4357 41 358665 145 4316 4287 4262 358520 128 107 71 119 84 358392 310 90 68 4241 44 4197 43 220 189 41 358082 548 507 357534 771 356763 42 41 cat_boundaries=0 6 cat_threshold=1048576 0 0 0 4196480 268440576 is_linear=0 shrinkage=0.01 Tree=742 num_leaves=21 num_cat=0 split_feature=19 15 13 7 9 12 14 7 5 2 26 3 13 5 4 11 15 14 11 17 split_gain=1.62418e+06 5.84912e+06 3.91505e+06 1.03772e+07 4.26026e+06 1.8667e+07 2.69918e+07 5.52371e+06 5.40278e+06 2.87766e+07 5.49422e+06 1.2345e+06 1.64225e+07 1.9421e+07 6.59536e+06 1.12337e+06 738074 3.89562e+06 864863 656510 threshold=2812.9105000000004 1206.4050000000002 2899.2375000000006 1282.0428000000002 2724.2674800000009 152.11795000000004 543.29875000000015 987.73900000000015 2763.7525000000005 2593.0505000000003 2022.5000000000002 1854.9329420000001 308.5800000000001 543.59225000000015 2632.2792750000003 301.05075000000005 2640.1488000000004 305.45698000000004 912.26085000000012 117.29750000000001 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 19 8 7 -7 -6 11 10 -10 16 14 -14 -13 -12 18 -18 -1 -4 right_child=1 -3 3 -5 5 6 -8 -9 9 -11 15 12 13 -15 -16 -17 17 -19 -20 -21 leaf_value=0.0015142945914402178 -1.3237492484390736 5.931735740303993 -0.75345082225221571 -8.0569805244965984 0.62274772044590543 15.518437553405761 -0.36598099252452027 -5.9651647758483888 4.2659001977103097 -11.402436298957239 -0.042153601790919454 0.10568600728398277 13.524857460021972 0.5235282325744629 -5.7719960149129239 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1.36821e+06 4.71658e+06 1.12834e+06 2.43301e+06 1.30617e+06 776142 4.10395e+06 2.93984e+06 973778 2.3462e+06 964026 774625 652212 threshold=0 2773.7250000000004 86.603682500000005 2779.5510000000008 2773.7250000000004 1889.5600000000002 1913.0125000000005 1876.5445000000002 543.30775000000006 2593.0505000000003 1836.963 135.58212499999999 2022.5000000000002 53.8705 508.16875000000005 2855.9890500000006 53.21200000000001 987.12000000000012 32.536410000000011 1097.7209 1280.6000000000004 1097.7209 571.28500000000008 1256.4300000000001 415.75000000000006 1530.4632000000001 543.59225000000015 7.273200000000001 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 left_child=1 5 -3 9 8 6 7 17 13 15 11 12 27 -5 -15 20 -17 19 -19 -1 23 25 -23 26 -25 -22 -2 -11 right_child=3 2 -4 4 -6 -7 -8 -9 -10 10 -12 -13 -14 14 -16 16 -18 18 -20 -21 21 22 -24 24 -26 -27 -28 -29 leaf_value=0.032811697668147059 -0.00021498669156571359 28.266290245056155 0.18344648815336684 2.1069652223587036 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358665 145 4316 4287 4262 119 358520 128 107 72 86 56 358392 62 4241 44 4197 358330 305 58 358025 436 247 357589 42 internal_count=363022 4357 41 358665 145 4316 4287 4262 119 358520 128 107 72 86 56 358392 62 4241 44 4197 358330 305 58 358025 436 247 357589 42 cat_boundaries=0 6 cat_threshold=1048576 0 0 0 4196480 268440576 is_linear=0 shrinkage=0.01 Tree=744 num_leaves=33 num_cat=4 split_feature=25 0 10 1 0 9 3 3 7 1 0 0 5 0 0 4 3 3 14 17 11 1 26 1 25 24 24 0 1 9 9 0 split_gain=1.62539e+06 7.82065e+07 8.43389e+07 2.15499e+07 7.58115e+07 9.756e+06 3.72505e+06 7.21292e+06 2.55998e+06 2.52758e+06 1.34067e+07 4.4724e+06 2.9707e+06 2.1072e+06 2.03242e+06 1.86937e+06 4.39387e+06 2.15701e+06 5.99379e+06 4.44828e+06 3.97442e+06 1.29063e+06 1.19544e+06 827349 3.675e+06 3.18052e+06 2.90561e+06 695525 7.37462e+06 678442 575753 144889 threshold=0 2773.7250000000004 126.47775000000001 2779.5510000000008 2773.7250000000004 1889.5600000000002 1854.9329420000001 542.09453100000007 1282.0428000000002 860.12500000000011 803.13700000000006 885.78750000000014 22.165999999999993 29.385800000000003 688.40820000000008 2632.2792750000003 1471.8415000000002 1854.9329420000001 1012.3383000000001 164.97000000000003 494.81977000000006 290.01425000000006 2022.5000000000002 860.12500000000011 1 2 3 1501.0951200000002 166.66900000000001 117.17750000000002 52.469311500000011 34.002500000000005 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 9 1 1 2 2 2 2 2 left_child=1 5 -3 15 6 8 7 22 9 11 12 14 -11 -10 -1 17 29 23 19 20 -19 -13 -5 27 26 -26 -25 30 -29 31 -2 -17 right_child=3 2 -4 4 -6 -7 -8 -9 13 10 -12 21 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 -32 -33 leaf_value=0.037838831589607054 -0.0017122584410930329 28.633775825500489 -0.40737725067138669 -2.9822120483398438 -19.323072182444427 5.842676044661423 -3.5396873435974125 4.9707714223861696 -0.29842427340420807 -2.1900153201818466 8.6869286550794342 -1.6483608134933141 2.2602296316623689 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4060 85 3975 64 42 3909 358705 119 358586 235 208 187 66 64 358351 974 426 548 357377 269 83 357108 58 internal_count=363022 4171 40 358851 146 4131 120 90 4102 4060 85 3975 64 42 3909 358705 119 358586 235 208 187 66 64 358351 974 426 548 357377 269 83 357108 58 cat_boundaries=0 6 12 13 14 cat_threshold=1048576 0 0 0 4196352 268440576 8422912 64 4176 1073741856 2097152 2147483648 3341 340 is_linear=0 shrinkage=0.01 Tree=745 num_leaves=45 num_cat=6 split_feature=11 4 8 2 4 12 0 25 2 0 1 1 13 7 4 0 24 1 2 6 4 0 8 25 8 0 24 17 24 1 11 25 0 2 7 1 4 2 2 0 1 7 5 12 split_gain=1.96838e+06 7.51832e+06 8.33256e+06 5.86767e+06 3.85601e+07 4.76666e+06 2.1241e+06 1.61726e+06 2.25967e+06 2.1982e+06 5.38547e+06 2.44796e+06 1.09963e+06 951458 904890 691548 7.15226e+06 1.23554e+07 1.19431e+07 2.47969e+06 1.28726e+06 1.10466e+06 761856 2.0485e+06 2.68938e+06 3.83901e+06 1.33232e+06 1.16843e+06 898831 836171 2.22997e+06 2.32074e+06 705046 4.78776e+06 687483 657724 653822 623784 583780 561635 547084 192306 223035 124607 threshold=912.26085000000012 2632.2792750000003 1926.0125000000005 2593.0505000000003 2632.2792750000003 176.90250000000003 688.40820000000008 0 1092.7150000000004 1114.9175000000002 1097.7209 959.97700000000009 360.93040650000006 1113.0755000000001 970.01225000000011 1836.963 1 355.00374000000005 778.91025000000013 114.16720000000002 536.17500000000007 2773.7250000000004 652.05450000000008 2 1926.0125000000005 39.101500000000009 3 863.10525000000018 4 1256.4300000000001 380.94000000000005 5 1501.0951200000002 197.43915000000001 2690.3565000000003 150.14700000000002 6.179850000000001 92.941000000000017 152.42810000000006 2773.7250000000004 959.97700000000009 987.73900000000015 543.59225000000015 134.72250000000003 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 9 2 2 1 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 7 -3 15 5 6 35 8 36 11 12 14 -11 -13 38 22 17 21 -19 37 -21 -17 29 27 26 -26 -25 28 -24 32 31 -31 34 -34 -1 -5 43 39 -9 -18 -39 42 -38 -2 right_child=1 2 -4 4 -6 -7 -8 9 -10 10 -12 13 -14 -15 -16 16 19 18 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 30 -32 -33 33 -35 -36 -37 41 40 -40 -41 -42 -43 -44 -45 leaf_value=-0.00057525439784645107 -0.13110328634579976 -8.0370853918570067 -0.37963717857996621 0.59549463926042823 13.320324395751953 -3.890933130809239 2.6403578753220409 0.1513511401703371 -3.8672674149733326 0.63882484980991916 4.2313827908344761 -1.207094563596389 -2.6375248394012454 -3.9558576755523682 1.7459348228059965 -0.60055819511413577 -1.2897994600198208 10.821627593267531 1.2300255213239613 1.7958321779424495 -1.3269837766705137 -3.6091385240140172 0.2771772465653663 0.98487187604024173 0.56339749200003486 5.3436954239436556 0.0063047963641380354 1.5952266071688743 -0.72785625758524919 -1.6955106644399132 2.461354759216309 -0.085742947934853916 -0.41191284338633216 4.2208356361389159 1.3104924879074096 -1.4223326199849446 -0.95672560731569933 -2.5228781323205856 -0.75835793897509574 -3.0481958871729233 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114 362 73 41 75 52 44 internal_count=363277 727 57 362550 156 131 103 670 145 525 80 445 41 54 391 362394 273 104 55 169 55 49 362121 1080 649 70 579 431 400 361041 436 411 360605 117 360488 65 119 114 362 73 41 75 52 44 cat_boundaries=0 4 5 11 12 13 16 cat_threshold=512 0 4352 1073741824 1236 3178496 262148 524352 4259872 2098176 1024 803 519 1081344 0 256 is_linear=0 shrinkage=0.01 Tree=746 num_leaves=28 num_cat=1 split_feature=13 19 0 12 3 12 6 6 4 12 1 2 6 2 9 18 12 8 14 4 4 25 1 2 0 3 4 split_gain=1.60222e+06 6.41209e+06 1.66213e+07 5.37567e+06 4.42575e+06 3.80643e+07 8.60163e+06 4.07437e+06 1.84723e+06 1.74393e+06 1.69377e+06 1.16396e+06 735285 948831 625771 2.63952e+06 2.98622e+06 712290 3.28099e+06 2.5595e+06 709973 3.0892e+06 1.02974e+06 620126 1.05897e+06 534566 300831 threshold=1950.3035000000002 228.66050000000004 1836.963 1521.0400000000002 2692.2960000000003 85.539750000000012 2871.8940000000007 211.11000000000004 2632.2792750000003 193.28640000000004 1256.4300000000001 104.10200000000002 178.23900000000003 22.573000000000004 1889.5600000000002 594.23964000000012 729.25800000000015 998.8850000000001 1541.2800000000002 726.06900000000007 784.4625000000002 0 1256.4300000000001 863.30000000000007 55.47025750000001 566.70675000000006 970.01225000000011 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=4 2 12 -3 8 6 7 10 14 23 11 -6 13 -2 17 16 25 20 19 -19 22 -22 -1 24 -10 -16 -14 right_child=1 3 -4 -5 5 -7 -8 -9 9 -11 -12 -13 26 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.00075085083773586761 -0.58332323113509588 -1.0082541393280029 -9.6415976572036737 5.7694688224792481 -1.3689672597249349 10.381164478502777 -6.7794498937780201 3.6254612253189089 -0.067568881786786592 -3.1646057266347549 -3.3765012914484198 1.8139180793762208 -0.43900490570068357 2.1470801935195922 -0.41480249582302003 -3.3546148846067227 2.7566868693033855 0.54760262114071134 3.8217410650620094 -1.0922316220207293 -0.67009059684285865 0.61589291087897691 -0.47994379130662951 0.87957986595729998 -2.8977908592224124 -2.055659729884221 -2.1159410049604332 leaf_weight=360705 35 25 24 22 27 38 22 25 39 34 22 20 20 20 84 29 30 433 26 122 247 686 449 24 20 26 23 leaf_count=360705 35 25 24 22 27 38 22 25 39 34 22 20 20 20 84 29 30 433 26 122 247 686 449 24 20 26 23 internal_value=0 -0.973952 -2.18295 2.1643 -4.29697e-05 1.69484 -1.15067 0.166699 -0.000762104 -1.25707 -1.08648 -0.014548 -0.356341 0.409551 -0.000356995 -0.608721 -0.0399283 -7.35033e-05 0.349785 0.187135 -0.000634881 0.274864 -0.0013466 -0.475676 -1.02697 -0.802641 -1.33597 internal_weight=0 169 122 47 363108 154 116 94 362954 117 69 47 98 55 362837 169 140 362668 581 555 362087 933 361154 83 59 110 43 internal_count=363277 169 122 47 363108 154 116 94 362954 117 69 47 98 55 362837 169 140 362668 581 555 362087 933 361154 83 59 110 43 cat_boundaries=0 6 cat_threshold=1049600 4 65 1075838976 2099200 2147483649 is_linear=0 shrinkage=0.01 Tree=747 num_leaves=27 num_cat=0 split_feature=13 19 12 12 7 2 1 5 2 26 6 2 12 7 7 4 12 1 8 14 9 14 6 3 8 3 split_gain=1.57033e+06 6.28449e+06 1.38327e+07 5.27103e+06 4.40611e+06 2.40321e+07 3.00208e+06 2.36783e+06 6.40898e+06 5.56595e+06 2.17097e+06 2.08193e+06 1.35885e+07 2.58657e+07 1.68564e+06 1.28847e+06 2.39122e+06 1.2001e+06 996404 3.7412e+06 850705 731825 524843 401379 323584 187567 threshold=1950.3035000000002 228.66050000000004 2813.3566500000006 1280.6000000000004 2690.3565000000003 2593.0505000000003 1256.4300000000001 2763.7525000000005 1800.6974500000001 2022.5000000000002 512.71000000000015 2593.0505000000003 125.1855 46.839000000000006 52.293000000000013 2632.2792750000003 193.28640000000004 860.12500000000011 998.8850000000001 1541.2800000000002 502.38034000000005 1541.2800000000002 45.621000000000009 745.12500000000011 7.7340000000000009 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 2 left_child=4 2 20 -3 7 6 10 11 9 -9 25 15 13 17 -11 18 22 -13 21 -20 24 -1 -17 -22 -2 -6 right_child=1 3 -4 -5 5 -7 -8 8 -10 14 -12 12 -14 -15 -16 16 -18 -19 19 -21 23 -23 -24 -25 -26 -27 leaf_value=-0.00074617652110350353 -0.46132801643398125 -1.4272587368705056 -9.5456713758196141 5.2841773113250738 -0.030084942320118779 11.349270064614036 -3.7417350213527683 3.6543928344433123 -6.1600471695609711 0.17175878067016601 3.0849877182642622 -0.49742744522094728 -4.0541154342227514 12.694811764630403 -3.1716640858901175 -0.91734302671182721 -3.7476165404686559 2.032495101769765 0.23227473576618754 3.9766161194975891 -2.615180179422552 -0.70887901336248094 0.83177929849460219 -0.72584763697955923 1.0747273069620134 -1.3372504161653063 leaf_weight=361909 32 22 21 25 23 22 20 26 23 25 24 50 36 22 38 42 26 30 568 28 22 146 29 23 24 21 leaf_count=361909 32 22 21 25 23 22 20 26 23 25 24 50 36 22 38 42 26 30 568 28 22 146 29 23 24 21 internal_value=0 -0.964212 -2.16112 2.14265 -4.25551e-05 2.00104 -0.336014 -0.000648948 -1.45443 -0.238371 0.665669 -0.000200258 1.22783 3.09205 -1.84491 -0.000667438 -1.15304 0.451294 -0.000359208 0.408183 -0.625718 -0.00103173 -0.202913 -1.64952 0.196981 -0.653959 internal_weight=0 169 122 47 363108 110 88 362998 112 89 68 362886 138 102 63 362748 97 80 362651 596 101 362055 71 45 56 44 internal_count=363277 169 122 47 363108 110 88 362998 112 89 68 362886 138 102 63 362748 97 80 362651 596 101 362055 71 45 56 44 is_linear=0 shrinkage=0.01 Tree=748 num_leaves=45 num_cat=6 split_feature=11 3 12 25 2 24 9 1 5 14 3 9 17 1 1 5 1 16 7 14 8 25 7 18 25 8 9 1 25 1 1 2 5 5 3 1 16 11 17 25 2 2 5 2 split_gain=1.9229e+06 8.09965e+06 6.17661e+07 6.89324e+06 1.98182e+07 5.65439e+06 2.31116e+07 1.18379e+07 3.45818e+06 1.70503e+06 4.8431e+06 3.35898e+06 4.10716e+06 1.66622e+06 880768 1.60498e+06 731116 712116 635736 642968 521069 1.88577e+06 2.07808e+06 1.22938e+06 1.98401e+06 2.81584e+06 1.87335e+06 570256 3.99937e+06 1.69367e+07 2.84237e+06 2.23274e+06 2.03588e+06 1.0679e+06 591477 4.48143e+06 1.8273e+06 563339 435234 405674 3.10967e+06 1.59929e+06 403176 27177.6 threshold=912.26085000000012 2692.2960000000003 85.539750000000012 0 1444.3300000000002 1 2724.2674800000009 1891.4572200000002 1874.1882800000003 387.15000000000003 689.90820000000008 259.67600000000004 313.27125000000007 959.97700000000009 554.77325000000008 992.2919965000001 254.73937500000002 543.33000000000004 987.73900000000015 106.36000000000001 652.05450000000008 2 1282.0428000000002 1160.0500000000002 3 1926.0125000000005 222.41800000000003 1256.4300000000001 4 2779.5510000000008 2779.5510000000008 621.21800000000007 14.489570000000002 84.980500000000006 1278.9218000000003 860.12500000000011 64.916000000000011 364.35250000000002 259.93750000000006 5 1800.6974500000001 2593.0505000000003 834.63750000000016 53.405000000000008 decision_type=2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 20 8 4 18 6 9 14 13 10 38 -11 -13 43 16 -16 17 -7 19 -2 27 22 37 24 26 -26 -23 34 29 31 33 -29 -32 -30 39 36 -36 42 -5 40 -1 -41 -22 -3 right_child=3 2 -4 5 -6 7 -8 -9 -10 11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 21 23 -24 -25 25 -27 -28 28 30 -31 32 -33 -34 -35 35 -37 -38 -39 -40 41 -42 -43 -44 -45 leaf_value=0.0364882288664529 -0.31040881559252742 -0.94738934128372765 18.188890925816128 0.035313525874001585 -11.462281778508967 -0.15416615081882035 10.702683280598032 -7.586328158745399 -3.9423491605122885 -1.841386138030461 -3.9984774674475192 5.3538202158610027 0.54652260720729828 2.248815372943878 -2.9211547957526314 0.21065032196044922 1.2483628439134167 -2.0577554157505866 0.71670482408432734 -2.3481773122151695 -0.26499228709035644 0.49640364549508909 -3.1426443011185219 2.6444396201769513 0.45462083563058064 2.6109571268938589 -0.99952752700413183 -1.6743874788284303 0.017460364619510595 9.4860207730247872 -3.9875433569176257 1.8617922218029315 -0.59329843703905749 -1.1823562920197197 0.40574459542789221 4.7888290856101303 -2.0719534245659323 1.3247272418737412 1.5082493972778321 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397 83 73 324 360793 295 273 179 180 360498 21888 338610 159 50 internal_count=363277 362550 125 727 105 622 341 281 104 319 212 107 79 80 255 66 189 158 83 62 362425 1131 208 923 899 564 335 361294 501 104 397 83 73 324 360793 295 273 179 180 360498 21888 338610 159 50 cat_boundaries=0 5 6 12 18 24 30 cat_threshold=512 0 4352 0 16384 3426 137363456 262148 0 4259872 2102272 1024 34304 0 524353 0 0 1 2148532736 0 64 0 2097152 2147483648 3221225476 4 2214593040 38077216 138385 276844648 is_linear=0 shrinkage=0.01 Tree=749 num_leaves=43 num_cat=5 split_feature=11 3 7 2 4 8 1 25 2 24 14 16 16 3 1 1 6 14 19 25 7 14 18 3 2 20 14 1 2 26 25 2 3 3 25 4 2 17 13 1 10 4 split_gain=1.88464e+06 7.93847e+06 4.13021e+07 6.21187e+07 7.17984e+06 8.09692e+06 6.873e+06 1.28489e+06 2.00613e+06 1.80022e+06 2.99525e+06 1.79408e+06 1.69162e+06 1.22322e+06 684291 1.07266e+06 761053 589704 583953 1.69287e+06 2.0733e+06 1.64074e+06 2.30008e+06 969425 1.13972e+06 692256 662372 1.64494e+06 632926 538252 1.805e+06 7.06335e+06 1.29981e+06 1.27112e+06 1.22566e+06 946711 406390 365257 450587 279282 214675 142533 threshold=912.26085000000012 2692.2960000000003 111.36450000000001 1444.3300000000002 2632.2792750000003 1926.0125000000005 1891.4572200000002 0 462.68000000000001 1 1867.1242800000002 940.75000000000011 119.5665 1854.9329420000001 554.77325000000008 254.73937500000002 543.33000000000004 13.805400000000002 222.42400000000001 2 284.06400000000002 901.40207500000008 633.48915000000011 602.3524450000001 579.4525000000001 249.02096250000002 1541.2800000000002 233.38914000000003 403.46250000000003 2022.5000000000002 3 2593.0505000000003 1854.9329420000001 407.24088000000006 4 558.69700000000012 148.17000000000004 21.887556000000004 54.859750000000005 1097.7209 155.80725000000004 53.21200000000001 decision_type=2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 left_child=1 18 6 -4 7 -6 36 8 17 10 11 12 -9 14 15 -11 -16 -2 26 20 25 23 -23 24 -21 40 29 37 -25 30 31 -1 34 -32 -31 -34 -3 38 -28 -10 -20 -19 right_child=4 2 3 -5 5 -7 -8 9 39 13 -12 -13 -14 -15 16 -17 -18 41 19 21 -22 22 -24 28 -26 -27 27 -29 -30 32 33 -33 35 -35 -36 -37 -38 -39 -40 -41 -42 -43 leaf_value=0.16617835279107201 0.69765572033609657 0.74648100699147879 -0.8058537850466867 22.744753959292456 -7.8891067861627651 -0.34070703339576724 -6.7039388910929363 0.41114797257469693 -2.1474405059814452 -0.43736555330554644 3.7252879375881616 2.666151737107171 -1.6081736075436626 -2.6730519492809588 -2.3943982524256553 1.6340194234053294 0.037542961294000803 -0.3644548697471619 -0.11038047807557243 0.0083165536097489119 4.40847171574831 -0.41138653695583344 3.2059873524690286 -0.35538015280829532 1.4489647271715362 2.4352601752281191 -0.2167375266656541 -2.7253017522442726 -2.2498478777655242 -0.1383709631475348 0.0035212683346135245 6.1194908828735359 -0.54882917656618002 0.34733368113373586 -0.0072167662215818764 -3.2907256588935856 -0.91554416384015769 -1.2514529390562148 1.5278073184490206 -3.7985983076549714 1.1483918371200563 -1.469763834135873 leaf_weight=5643 35 31 24 21 27 30 21 179 20 150 27 27 54 26 31 30 22 20 42 1032 20 32 39 45 58 20 57 31 29 7423 174500 20 34 1082 172237 20 28 21 20 21 20 28 leaf_count=5643 35 31 24 21 27 30 21 179 20 150 27 27 54 26 31 30 22 20 42 1032 20 32 39 45 58 20 57 31 29 7423 174500 20 34 1082 172237 20 28 21 20 21 20 28 internal_value=0 0.000538625 2.52018 10.1844 -0.509122 -3.91626 -1.79096 -0.219261 -1.0951 -0.000289601 0.536441 0.225924 -0.0568493 -0.592877 -0.3862 -0.0921347 -1.38491 -0.289452 -0.000330397 0.208273 1.38577 0.0989993 1.57562 0.00978088 0.0849749 0.817525 -0.00110279 -0.717541 -1.09781 -0.000846749 0.0113129 0.186874 -0.01311 0.00563964 -0.0126438 -1.56435 -0.0422767 -0.0824327 0.236391 -2.99316 0.295675 -1.00922 internal_weight=0 362550 125 45 727 57 80 670 124 546 287 260 233 259 233 180 53 83 362425 1337 102 1235 71 1164 1090 82 361088 129 74 360959 181245 5663 179714 175582 179660 54 59 98 77 41 62 48 internal_count=363277 362550 125 45 727 57 80 670 124 546 287 260 233 259 233 180 53 83 362425 1337 102 1235 71 1164 1090 82 361088 129 74 360959 181245 5663 179714 175582 179660 54 59 98 77 41 62 48 cat_boundaries=0 4 5 8 14 20 cat_threshold=0 0 4352 1073741824 2418 67175424 32768 16 3222274048 4 0 1077936128 4194320 8389640 3230662656 4 0 1073823760 4227088 1024 is_linear=0 shrinkage=0.01 Tree=750 num_leaves=21 num_cat=0 split_feature=19 9 12 1 9 18 7 1 0 1 1 8 1 0 9 6 21 5 6 6 split_gain=1.56726e+06 6.94848e+06 4.57513e+06 1.45329e+07 2.98344e+06 2.26175e+07 3.56471e+06 1.00541e+07 4.99323e+06 1.23221e+07 5.67754e+06 2.14154e+06 1.2383e+06 1.18469e+06 1.06233e+06 911023 4.20158e+06 832467 363877 319751 threshold=2812.9105000000004 564.5870000000001 2813.3566500000006 1891.4572200000002 2724.2674800000009 10.718000000000002 2690.3565000000003 1461.4925000000003 2773.7250000000004 2779.5510000000008 554.77325000000008 1926.0125000000005 39.031250000000007 531.67662500000017 92.591000000000022 1913.0125000000005 76.410000000000011 2763.7525000000005 54.757000000000005 19.016000000000002 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 13 6 11 8 14 15 10 -10 12 -6 19 18 17 -17 -1 -8 -4 right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=-0.00064493744128007807 -1.6292681995607339 6.1046159671601803 -0.11562224760055542 -9.5383971187046601 -1.1695558390793976 11.225182212829591 -0.058416023254394531 -7.8590709677609532 2.1425585698462153 7.9422202209190083 -2.2977031740934954 -3.3566014983437276 1.8590751436021595 2.0554988250732422 -1.4472108793258667 0.18977582600679291 5.0238537521362305 1.0899826808656965 1.8262938762846448 -1.8120174272060394 leaf_weight=362765 26 21 25 21 27 20 20 22 77 27 46 22 27 20 36 178 20 70 21 20 leaf_count=362765 26 21 25 21 27 20 20 22 77 27 46 22 27 20 36 178 20 70 21 20 internal_value=0 1.8263 9.20331e-05 -2.30613 0.000637843 1.76329 0.00017205 -1.89712 0.000689233 1.82482 0.481973 -0.726687 0.34476 0.0304473 -0.193711 -6.44701e-05 0.678067 -0.000434528 0.906923 -0.869576 internal_weight=0 47 363464 86 363378 96 363282 99 363183 150 123 76 54 65 77 363033 198 362835 41 45 internal_count=363511 47 363464 86 363378 96 363282 99 363183 150 123 76 54 65 77 363033 198 362835 41 45 is_linear=0 shrinkage=0.01 Tree=751 num_leaves=19 num_cat=0 split_feature=19 9 12 1 9 18 0 6 1 8 1 8 1 0 15 17 1 6 split_gain=1.53607e+06 6.81021e+06 4.48409e+06 1.42437e+07 2.92407e+06 2.21674e+07 2.36665e+06 1.42829e+07 1.47164e+07 6.73309e+06 5.40348e+06 2.09892e+06 1.21366e+06 1.16111e+06 799496 680117 1.0813e+06 313388 threshold=2812.9105000000004 564.5870000000001 2813.3566500000006 1891.4572200000002 2724.2674800000009 10.718000000000002 2773.7250000000004 335.64456000000007 1891.4572200000002 903.726 469.42150000000009 1926.0125000000005 39.031250000000007 531.67662500000017 2640.1488000000004 2732.1750000000006 2779.5510000000008 19.016000000000002 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 13 6 11 14 8 10 -9 -8 12 -6 17 15 16 -1 -4 right_child=1 -3 3 -5 5 -7 7 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.00034441854995615801 -1.6129755073327285 6.043570055280413 -0.11446602573394776 -9.4430130549839575 -1.1578602836750171 11.112930808544158 2.5335285398364067 -7.3132442922177523 9.4107908385992047 0.3384618817205014 -3.2113992743058639 -3.3230355626886543 1.8404843040748879 2.0349438056945801 1.4500537877725928 1.3933997762032917 -0.97016959806110548 -1.7938972451686861 leaf_weight=362934 26 21 25 21 27 20 64 23 28 23 22 22 27 20 38 35 115 20 leaf_count=362934 26 21 25 21 27 20 64 23 28 23 22 22 27 20 38 35 115 20 internal_value=0 1.80803 9.11128e-05 -2.28307 0.000631464 1.74565 0.000170329 1.21611 3.11401 -3.48739 1.0639 -0.71942 0.341312 0.0301428 -0.000365441 -0.00051724 -0.000651622 -0.86088 internal_weight=0 47 363464 86 363378 96 363282 160 114 46 86 76 54 65 363122 363084 363049 45 internal_count=363511 47 363464 86 363378 96 363282 160 114 46 86 76 54 65 363122 363084 363049 45 is_linear=0 shrinkage=0.01 Tree=752 num_leaves=21 num_cat=0 split_feature=19 9 11 2 8 6 7 5 0 5 7 2 6 8 15 11 7 7 6 4 split_gain=1.5055e+06 6.67469e+06 4.24625e+06 1.66918e+07 3.65878e+06 1.44116e+07 5.98878e+06 1.75305e+07 6.05939e+06 9.75561e+06 5.00114e+06 2.96932e+06 2.28255e+06 1.67416e+06 739577 783690 678767 565215 309985 114366 threshold=2812.9105000000004 564.5870000000001 2995.7383125000001 1800.6974500000001 2877.4750000000008 1913.0125000000005 2690.3565000000003 1530.4632000000001 2773.7250000000004 47.231500000000004 322.90600000000012 26.254000000000001 571.28500000000008 998.8850000000001 2640.1488000000004 1022.9471520000001 183.40100000000004 987.73900000000015 22.261005000000001 5.7637500000000008 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 12 6 17 8 13 14 11 -11 -10 16 19 15 -1 -4 18 -6 -8 right_child=1 -3 3 -5 5 -7 7 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.00030726218281607769 -1.5968457509921148 5.9831339354742141 0.31983704835176469 -9.9624424280439108 1.1052062748096607 9.2701431456066317 -1.3830199384689332 -9.8986596330006922 2.5415882738581241 -3.734850476582845 2.0111217921120779 6.2044415047294219 3.1547095360755919 2.4731532793045043 1.4968877399328984 -0.40614506478560602 -2.2854792270362378 -1.6076433868408202 -0.49389316428791397 -0.39293095779418952 leaf_weight=362541 26 21 20 21 27 21 28 24 53 33 28 38 20 20 33 475 20 20 22 20 leaf_count=362541 26 21 20 21 27 21 28 24 53 33 28 38 20 20 33 475 20 20 22 20 internal_value=0 1.78995 9.02015e-05 -2.28926 0.00060051 2.01661 0.000101075 -2.55096 0.000747266 1.99694 -1.09736 4.07113 0.396356 0.0423513 -8.84907e-05 -0.000224573 -0.982821 -0.190985 0.387243 -0.970483 internal_weight=0 47 363464 81 363383 90 363293 92 363201 152 61 91 60 68 363049 363016 40 69 49 48 internal_count=363511 47 363464 81 363383 90 363293 92 363201 152 61 91 60 68 363049 363016 40 69 49 48 is_linear=0 shrinkage=0.01 Tree=753 num_leaves=29 num_cat=3 split_feature=10 24 5 0 7 3 12 2 2 5 2 5 0 2 26 7 4 7 16 5 2 25 2 24 0 4 3 12 split_gain=1.47905e+06 1.66425e+07 3.47848e+07 1.1088e+07 4.97764e+06 4.49607e+06 4.21875e+07 1.07222e+07 3.11668e+06 2.44712e+06 2.43292e+06 2.43064e+06 1.59789e+06 1.55721e+07 1.90183e+07 2.90627e+06 4.41529e+06 956319 744814 710542 1.57203e+06 1.63557e+06 931334 4.73316e+06 760603 467647 189036 116356 threshold=1797.2975000000001 0 2763.7525000000005 1501.0951200000002 1489.0961200000002 2692.2960000000003 85.539750000000012 2593.0505000000003 1254.2925000000002 1121.68056 117.57500000000002 299.80000000000007 2773.7250000000004 27.046500000000005 2022.5000000000002 322.90600000000012 14.450258500000002 199.16000000000003 2836.7725000000005 1121.68056 1800.6974500000001 1 778.91025000000013 2 1501.0951200000002 1291.5535000000002 602.3524450000001 11.902000000000003 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 1 2 2 2 2 left_child=5 3 9 4 11 12 7 8 10 17 -7 -2 18 14 -14 16 -15 27 19 22 21 -21 24 -24 -1 -22 -19 -3 right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 13 15 -16 -17 -18 26 -20 20 25 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.00032722661032508335 0.2147701917196575 -1.0125015652345286 -13.834855377197266 8.4256523308546658 -3.755894849777222 1.3662294328212738 12.29212126159668 -7.0130973243713379 3.9055911236717589 2.2522792033922103 -2.5976797803243001 3.9879878665554909 10.32399258951987 -0.20561039924621582 -1.0457748937606812 0.37475584953061997 -6.630046797213347 -3.3846786947250367 1.3997070589818452 0.53000690352973756 -3.0862991722770357 -0.57214581707438972 1.6698655933582138 -0.015685901323524171 -0.5706382118375638 -1.1458679884451406 -2.009773295521736 -0.061191953659057621 leaf_weight=360963 38 36 25 23 20 32 30 24 21 21 30 31 31 20 28 31 23 20 38 199 23 373 193 937 234 27 20 20 leaf_count=360963 38 36 25 23 20 32 30 24 21 21 30 31 31 20 28 31 23 20 38 199 23 373 193 937 234 27 20 20 internal_value=0 -0.762502 -2.92195 2.05296 0.636753 0.000851791 1.81209 -1.12624 0.57598 -0.839872 -0.551791 1.90998 0.000168439 1.09606 4.92817 -1.95927 -3.64194 -1.51628 -0.000233101 -0.000379672 -0.338077 -0.189441 0.000200046 0.286839 -0.0006967 -2.03847 -2.69723 -0.672748 internal_weight=0 254 142 112 89 363257 137 107 83 117 62 69 363120 133 59 74 43 96 362987 362949 622 572 362327 1130 361197 50 40 56 internal_count=363511 254 142 112 89 363257 137 107 83 117 62 69 363120 133 59 74 43 96 362987 362949 622 572 362327 1130 361197 50 40 56 cat_boundaries=0 1 7 8 cat_threshold=1330 134250496 0 4096 0 0 2147484672 1040 is_linear=0 shrinkage=0.01 Tree=754 num_leaves=21 num_cat=0 split_feature=19 9 12 1 9 18 7 1 0 1 1 8 1 0 9 6 21 11 6 6 split_gain=1.47346e+06 6.57104e+06 4.32589e+06 1.37218e+07 2.87209e+06 2.16609e+07 3.41642e+06 9.77771e+06 4.67749e+06 1.20001e+07 5.43236e+06 2.06059e+06 1.1978e+06 1.14088e+06 1.04118e+06 887513 4.10658e+06 633634 354798 307721 threshold=2812.9105000000004 564.5870000000001 2813.3566500000006 1891.4572200000002 2724.2674800000009 10.718000000000002 2690.3565000000003 1461.4925000000003 2773.7250000000004 2779.5510000000008 554.77325000000008 1926.0125000000005 39.031250000000007 531.67662500000017 92.591000000000022 1913.0125000000005 76.410000000000011 1962.6297000000002 54.757000000000005 19.016000000000002 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 13 6 11 8 14 15 10 -10 12 -6 19 18 17 -17 -1 -8 -4 right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=-0.0001957737409398445 -1.5896033727205716 5.9312957691010979 -0.11559576196372509 -9.2699697694324321 -1.1450295065950464 10.989696338653564 -0.041015487670898437 -7.7366803199594676 2.0653311759156066 7.8031284572460038 -2.277997887652853 -3.2864212127165362 1.8336563124480072 2.0152525482177732 -1.4183793821599751 0.18652162963084962 4.9656409130096435 -0.75247179168675626 1.8200349953061059 -1.7797736892700196 leaf_weight=362723 26 21 25 21 27 20 20 22 77 27 46 22 27 20 36 178 20 112 21 20 leaf_count=362723 26 21 25 21 27 20 20 22 77 27 46 22 27 20 36 178 20 112 21 20 internal_value=0 1.7708 8.6721e-05 -2.24244 0.000617455 1.73006 0.000160437 -1.85725 0.00066675 1.76618 0.440997 -0.706689 0.344313 0.0279951 -0.177419 -6.27348e-05 0.669261 -0.000427986 0.912205 -0.85523 internal_weight=0 47 363464 86 363378 96 363282 99 363183 150 123 76 54 65 77 363033 198 362835 41 45 internal_count=363511 47 363464 86 363378 96 363282 99 363183 150 123 76 54 65 77 363033 198 362835 41 45 is_linear=0 shrinkage=0.01 Tree=755 num_leaves=25 num_cat=3 split_feature=8 6 15 7 8 6 11 5 4 25 13 25 0 19 11 7 16 7 5 25 0 0 26 10 split_gain=4.605e+06 5.8299e+06 8.11878e+06 1.23565e+06 5.42718e+06 2.98206e+06 1.8701e+06 7.77314e+06 973260 7.83789e+06 2.27994e+07 3.325e+06 4.62381e+06 2.71441e+06 2.63879e+06 933021 1.53954e+06 815544 782981 642694 4.1342e+07 2.15322e+07 313796 251145 threshold=2877.4750000000008 1520.8892800000003 137.65125000000003 2690.3565000000003 1128.2175000000002 1118.3050000000001 2995.7383125000001 834.63750000000016 451.28900000000004 0 195.57282000000004 1 1836.963 824.48000000000013 11.117833500000001 1113.0755000000001 675.22100000000012 1113.0755000000001 350.27250000000004 2 2773.7250000000004 2773.7250000000004 2022.5000000000002 7.283500000000001 decision_type=2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 9 2 2 2 2 left_child=3 17 -3 6 5 22 8 -8 15 10 14 12 -11 -13 -10 19 18 23 -17 20 -1 -21 -5 -2 right_child=1 2 -4 4 -6 -7 7 -9 9 11 -12 13 -14 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 leaf_value=0.026237720989908647 -0.042224105795224502 -7.9970514152789942 0.05896130702712319 -1.6832304748535156 -4.3300430374145513 3.33376469373703 -0.99755893548471597 6.8174719543457041 -0.53390149104595186 -0.29922470109370181 11.811878431568976 0.39254176204214469 -3.968405995898777 -1.8453931162187034 3.6603729209899907 -0.067103234641572349 -3.0291837808360227 -1.5621029403686524 -1.2660180856140566 -0.0049520644343857313 13.154119568665822 -5.9961138010819752 -0.23296120437415868 1.4200927187048871 leaf_weight=49928 24 29 22 25 35 24 35 20 60 747 23 1684 36 56 20 234 23 25 71 309549 24 60 37 23 leaf_count=49928 24 29 22 25 35 24 35 20 60 747 23 1684 36 56 20 234 23 25 71 309549 24 60 37 23 internal_value=0 -1.93513 -4.52191 0.000113365 -1.01026 0.340814 0.000450556 1.84427 0.000170815 0.191988 2.76855 0.075529 -0.462022 0.318685 0.514667 -0.00122882 -0.534331 -0.102831 -0.346195 -0.00074251 0.0325386 -0.00611291 -0.817747 0.673378 internal_weight=0 123 51 362691 121 86 362570 55 362515 2626 103 2523 783 1740 80 359889 328 72 305 359561 49952 309609 62 47 internal_count=362814 123 51 362691 121 86 362570 55 362515 2626 103 2523 783 1740 80 359889 328 72 305 359561 49952 309609 62 47 cat_boundaries=0 6 13 20 cat_threshold=16384 0 0 1 4096 1026 2155872260 142868580 4176 1113587744 18432 1 2 1083179140 135300196 67174416 3321888816 4196481 278925344 2 is_linear=0 shrinkage=0.01 Tree=756 num_leaves=27 num_cat=1 split_feature=8 6 15 7 9 11 6 8 2 13 4 0 6 5 13 8 14 5 7 0 2 7 4 25 7 10 split_gain=4.51336e+06 5.71388e+06 7.95722e+06 1.21106e+06 6.64105e+06 5.42703e+06 3.17501e+06 2.3738e+06 1.97802e+06 1.37551e+07 1.02294e+07 4.03723e+06 1.36286e+06 6.37586e+06 1.8837e+06 3.49063e+06 1.48488e+06 1.18356e+06 799314 676768 3.66359e+06 8.52133e+06 559029 3.7341e+06 780251 246147 threshold=2877.4750000000008 1520.8892800000003 137.65125000000003 2690.3565000000003 92.591000000000022 117.18350000000002 287.23380000000003 1128.2175000000002 2593.0505000000003 207.58814000000004 1876.5445000000002 1266.1895000000002 1913.0125000000005 1874.1882800000003 1.0000000180025095e-35 261.13200000000006 901.40207500000008 26.141250000000007 1113.0755000000001 2773.7250000000004 26.254000000000001 26.254000000000001 451.28900000000004 0 1113.0755000000001 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 9 2 2 left_child=3 18 -3 8 6 -6 -5 -7 12 10 11 17 19 14 15 -14 -16 -10 25 22 -21 -22 24 -24 -1 -2 right_child=1 2 -4 4 5 7 -8 -9 9 -11 -12 -13 13 -15 16 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 leaf_value=-0.0008508841088059831 -0.041801858941713975 -7.9170808279103246 0.0583715785633434 -0.3430393854777018 -7.4023724021911619 1.029039477010568 4.7267216564360117 -3.3322512934758111 0.9733963553448941 7.4641291400364471 -6.1591465648015342 5.0215028669720612 -0.30094677421781751 4.9921690184070222 -2.7524185447131884 3.3834377974934045 0.68148046040534982 -1.719642953491211 -1.5464819335937501 -2.4393286391894025 5.4806209739049283 -2.9461875700950624 -0.37934324589891172 0.432932047514413 -0.5035690103919761 1.4058917576333751 leaf_weight=359327 24 29 22 30 20 24 21 26 47 28 24 21 90 31 34 36 20 25 25 60 24 24 862 1608 309 23 leaf_count=359327 24 29 22 30 20 24 21 26 47 28 24 21 90 31 34 36 20 25 25 60 24 24 862 1608 309 23 internal_value=0 -1.91578 -4.47669 0.000112231 -1.00016 -2.99984 1.74451 -1.23883 0.00044605 1.16818 -0.338542 1.16355 -2.11405e-05 0.803427 0.0820329 0.751735 -1.4806 0.0383133 -0.101803 -0.000489172 -0.791975 1.26722 -0.000253107 0.149675 -0.00128282 0.666644 internal_weight=0 123 51 362691 121 70 51 50 362570 145 117 93 362425 211 180 126 54 72 72 362214 108 48 362106 2470 359636 47 internal_count=362814 123 51 362691 121 70 51 50 362570 145 117 93 362425 211 180 126 54 72 72 362214 108 48 362106 2470 359636 47 cat_boundaries=0 7 cat_threshold=2290417668 8650852 336 1114636320 18432 1 2 is_linear=0 shrinkage=0.01 Tree=757 num_leaves=28 num_cat=2 split_feature=8 6 15 7 9 0 6 1 7 3 3 0 0 1 1 5 8 26 3 1 25 8 24 5 3 9 4 split_gain=4.42354e+06 5.60018e+06 7.79887e+06 1.18696e+06 6.50889e+06 5.37704e+06 3.11183e+06 2.03218e+06 1.77857e+07 2.1483e+07 1.3254e+07 7.45119e+06 1.73198e+06 5.09593e+06 5.58062e+06 2.70001e+06 1.60918e+06 1.39984e+06 1.15708e+06 916463 5.81735e+06 7.47319e+06 2.4946e+06 1.07377e+06 871234 819852 667382 threshold=2877.4750000000008 1520.8892800000003 137.65125000000003 2690.3565000000003 92.591000000000022 1501.0951200000002 287.23380000000003 2779.5510000000008 137.82320000000001 1107.1660000000004 1107.1660000000004 688.40820000000008 2773.7250000000004 32.44100000000001 860.12500000000011 461.00700000000006 1128.2175000000002 2022.5000000000002 542.09453100000007 786.48464000000001 0 1.0000000180025095e-35 1 1874.1882800000003 353.54500000000002 3.4050000000000007 2632.2792750000003 decision_type=2 2 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=3 18 -3 7 6 16 -5 12 10 -10 11 -9 19 17 -15 -16 -6 -14 25 23 21 -21 -22 26 -25 -2 -1 right_child=1 2 -4 4 5 -7 -8 8 9 -11 -12 -13 13 14 15 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 leaf_value=-1.8598072110138861e-05 0.39111652851104739 -7.8379098668591736 0.057787711728702895 -0.33960900370279951 0.34950200820791311 -7.2034546979268397 4.6794543111891969 -1.0429239912033081 -0.53451680231094356 14.122551618576049 -6.7847433553893 6.4326320724487305 -4.8977901865641273 4.5241632890701293 -4.176973567962647 0.95695658688034335 -3.337607674598694 -1.6938109016418457 1.8103403802351519 2.8958857005869851 -0.74670133197935007 -0.32173943474179229 0.29170554864617665 -0.40788862298387996 -2.18383455426105 -2.171952776542077 -1.0460840711217434 leaf_weight=360866 24 29 22 30 29 21 21 40 20 20 29 20 30 24 20 21 20 25 22 169 370 126 583 109 37 26 61 leaf_count=360866 24 29 22 30 29 21 21 40 20 20 29 20 30 24 20 21 20 25 22 169 370 126 583 109 37 26 61 internal_value=0 -1.89662 -4.43192 0.000111124 -0.990156 -2.96984 1.72706 0.000441604 1.25534 6.79402 -1.23395 1.44893 -5.03895e-06 -1.20119 0.694408 -1.5474 -1.15544 -3.44144 -0.100785 0.00039279 0.270914 1.47169 -0.115021 -0.000542229 -0.857957 -0.94168 -0.000195393 internal_weight=0 123 51 362691 121 70 51 362570 129 40 89 60 362441 120 65 41 49 55 72 362321 1248 295 953 361073 146 50 360927 internal_count=362814 123 51 362691 121 70 51 362570 129 40 89 60 362441 120 65 41 49 55 72 362321 1248 295 953 361073 146 50 360927 cat_boundaries=0 6 7 cat_threshold=1048576 0 336 1073741824 0 2147483648 2946 is_linear=0 shrinkage=0.01 Tree=758 num_leaves=29 num_cat=1 split_feature=8 6 0 7 9 11 6 8 2 13 3 0 0 6 5 13 8 14 3 26 9 0 2 26 26 4 24 7 split_gain=4.33552e+06 5.48873e+06 2.66395e+06 1.16334e+06 6.37937e+06 5.31753e+06 3.0499e+06 2.28456e+06 1.94608e+06 1.34436e+07 1.13534e+07 5.73302e+06 2.05279e+06 1.32307e+06 6.22525e+06 1.84304e+06 3.41417e+06 1.45409e+06 1.13405e+06 989290 803537 646301 3.57416e+06 9.63354e+06 878657 548182 1.84242e+06 765601 threshold=2877.4750000000008 1520.8892800000003 2773.7250000000004 2690.3565000000003 92.591000000000022 117.18350000000002 287.23380000000003 1128.2175000000002 2593.0505000000003 207.58814000000004 974.18930000000012 214.35000000000002 1836.963 1913.0125000000005 1874.1882800000003 1.0000000180025095e-35 261.13200000000006 901.40207500000008 542.09453100000007 2022.5000000000002 3.4050000000000007 2773.7250000000004 26.254000000000001 2022.5000000000002 2022.5000000000002 451.28900000000004 0 1113.0755000000001 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 left_child=3 18 -3 8 6 -6 -5 -7 13 10 11 19 -12 21 15 16 -15 -17 20 -10 -2 25 24 -24 -23 27 -27 -1 right_child=1 2 -4 4 5 7 -8 -9 9 -11 12 -13 -14 14 -16 17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 leaf_value=-0.00084861023174197009 0.3872053654988607 -6.7183461441040038 -2.146504620038546 -0.33621291923522945 -7.2980341219902041 1.0278423071901004 4.6326602072942826 -3.2506841057997486 1.8119609771728518 7.3829599407741 -2.1833079854466697 6.6495565166473387 -6.5032283661582255 -0.2998728798892763 4.9305792100967896 -2.7254577255249024 3.3439357882075842 0.67265819478034972 1.7922369965639982 -0.92488802296774719 -2.1502332102335417 -3.495683498960553 6.1301604721762919 -2.8609980062796518 -1.0632198609246148 0.40905156044285151 -0.13602881626041613 -0.49882478568160415 leaf_weight=359327 24 25 26 30 20 24 21 26 25 28 22 20 22 90 31 34 36 20 22 28 26 33 22 26 27 1283 1187 309 leaf_count=359327 24 25 26 30 20 24 21 26 25 28 22 20 22 90 31 34 36 20 22 28 26 33 22 26 27 1283 1187 309 internal_value=0 -1.87766 -4.3876 0.000109887 -0.980254 -2.94015 1.70979 -1.19699 0.000437063 1.15871 -0.330859 2.08758 -4.34327 -2.63406e-05 0.791605 0.0787818 0.741215 -1.4669 -0.0997767 0.366078 -0.932263 -0.000487489 -0.773953 1.25995 -2.40107 -0.000256798 0.148209 -0.00127647 internal_weight=0 123 51 362691 121 70 51 50 362570 145 117 73 44 362425 211 180 126 54 72 53 50 362214 108 48 60 362106 2470 359636 internal_count=362814 123 51 362691 121 70 51 50 362570 145 117 73 44 362425 211 180 126 54 72 53 50 362214 108 48 60 362106 2470 359636 cat_boundaries=0 1 cat_threshold=1396 is_linear=0 shrinkage=0.01 Tree=759 num_leaves=33 num_cat=2 split_feature=8 6 15 3 1 24 2 3 10 2 6 1 2 0 2 2 26 3 4 3 0 10 5 0 25 4 8 15 14 10 1 12 split_gain=4.24924e+06 5.37951e+06 7.63807e+06 1.11149e+06 883758 2.56792e+07 4.49853e+07 1.62083e+07 5.87495e+06 4.24949e+06 2.88269e+06 1.88866e+06 4.01959e+06 1.59816e+06 8.93409e+06 5.07241e+06 4.34668e+06 1.43103e+06 1.21439e+06 1.12386e+06 5.75498e+06 5.51779e+06 1.76535e+06 847159 5.72173e+06 1.22538e+07 7.27396e+06 857561 2.43854e+06 1.58991e+06 844282 690145 threshold=2877.4750000000008 1520.8892800000003 137.65125000000003 542.09453100000007 1891.4572200000002 0 2593.0505000000003 1278.9218000000003 358.75150000000002 1092.7150000000004 1118.3050000000001 2779.5510000000008 141.4265 2773.7250000000004 26.254000000000001 720.28944000000013 2022.5000000000002 7.2660000000000009 508.16875000000005 2692.2960000000003 988.99750000000006 137.37570000000002 72.753750000000011 1114.9175000000002 1 20.826328500000006 1329.5732400000002 2640.1488000000004 148.12306350000003 2855.9890500000006 2779.5510000000008 26.254000000000001 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 9 2 2 2 2 2 2 2 left_child=4 3 -3 31 13 6 10 9 -9 17 11 12 -6 19 16 -16 -15 30 -19 23 21 22 -21 27 25 -25 -26 29 -29 -1 -7 -2 right_child=1 2 -4 -5 5 7 -8 8 -10 -11 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 -23 -24 24 26 -27 -28 28 -30 -31 -32 -33 leaf_value=-0.00026730419664493276 0.076819806592217807 -7.7144183402225899 0.099456169605255135 1.7743146324157715 5.04698451423645 -0.84244993586289252 16.913163855179498 -8.4774235759283361 -1.8867958958943687 3.6574596885398583 4.540911574146965 -1.6316977504321508 -0.86785104327731666 -6.6336142247517902 5.3389461101185196 -0.72451815740482228 -1.0473005742293138 -3.3553291485227383 -0.15228312492370605 -0.049601396833147321 -5.4480546005912451 4.62166969753447 -3.7739261302948002 6.7044304075906442 -0.38375770418771671 -0.0079817027659029576 4.6847505722045906 -0.86894361300901934 3.9556746697425842 -1.8203624838466446 1.34392258644104 -2.3035608880292804 leaf_weight=361410 29 29 22 22 20 38 23 38 21 27 22 28 27 30 22 37 26 29 20 35 23 21 20 43 504 74 30 22 20 48 33 21 leaf_count=361410 29 29 22 22 20 38 23 38 21 27 22 28 27 30 22 37 26 29 20 35 23 21 20 43 504 74 30 22 20 48 33 21 internal_value=0 -1.85888 -4.34373 -0.0987789 0.000108863 0.520539 4.00556 -1.62513 -6.13161 0.0730446 1.35794 0.424269 1.6491 -0.000359339 -1.17903 1.53643 -4.03997 -0.733449 -2.04796 1.48424e-05 -1.0653 0.261059 -1.4039 0.000306064 0.36072 2.26535 -0.09719 -0.000342979 1.42849 -0.000509005 0.173751 -0.92294 internal_weight=0 123 51 72 362691 326 120 206 59 147 97 75 47 362365 115 59 56 120 49 362250 99 76 55 362151 651 117 534 361500 42 361458 71 50 internal_count=362814 123 51 72 362691 326 120 206 59 147 97 75 47 362365 115 59 56 120 49 362250 99 76 55 362151 651 117 534 361500 42 361458 71 50 cat_boundaries=0 1 5 cat_threshold=2376 1049088 0 4096 1073741824 is_linear=0 shrinkage=0.01 Tree=760 num_leaves=28 num_cat=0 split_feature=9 8 5 3 2 4 13 2 3 2 3 4 12 6 4 0 6 10 2 4 11 2 11 9 9 4 0 split_gain=1.595e+06 1.84501e+07 6.12038e+06 1.54709e+07 4.89611e+06 2.77124e+06 1.89766e+07 5.91312e+06 2.67289e+06 2.66485e+06 7.26613e+06 2.14531e+06 1.9725e+06 1.72341e+06 1.79353e+06 1.71119e+06 1.22025e+06 4.34472e+06 4.06972e+06 1.99531e+06 1.06851e+06 780323 506590 1.74292e+06 1.21058e+06 122154 78374.4 threshold=2724.2674800000009 2877.4750000000008 2763.7525000000005 2692.2960000000003 1800.6974500000001 2632.2792750000003 320.24300000000005 257.07623000000007 55.204000000000015 2593.0505000000003 1471.8415000000002 7.273200000000001 1280.6000000000004 1520.8892800000003 1115.3337000000004 1114.9175000000002 1913.0125000000005 686.95125000000019 621.21800000000007 333.59075000000007 44.815425000000005 1444.3300000000002 214.87597000000002 679.93910000000005 365.76300000000003 161.29750000000004 56.6175 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 4 5 13 12 9 7 8 -7 16 11 26 20 14 25 -13 22 19 -19 -18 -2 -9 24 -24 -1 -4 -11 right_child=1 -3 3 -5 -6 6 -8 21 -10 10 -12 15 -14 -15 -16 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 leaf_value=-0.0019966390243638171 0.57811175606467513 8.4537832775822395 -0.305733092381404 -9.8591217543862086 -4.5949821780278128 0.058304517911747102 9.2778243947982784 -1.8854401775965324 4.7184811489433045 0.74694542205333703 -6.1539974857293647 -0.21912796970208487 3.1322918958663939 -2.9224332271922719 2.8115252666473389 -3.8909281366521662 0.65837171487510204 0.42912486449531889 6.3156859715779632 -2.0749739416346356 -2.3073775591169086 -4.4771704791841049 0.041255633174522514 0.75448263872013943 -0.27439395565896446 -1.33116237004598 1.5136319313049316 leaf_weight=356818 33 27 26 22 26 32 25 26 20 40 26 30 20 22 20 22 96 23 24 37 21 21 3402 381 1639 21 20 leaf_count=356818 33 27 26 22 26 32 25 26 20 40 26 30 20 22 20 22 96 23 24 37 21 21 3402 381 1639 21 20 internal_value=0 1.11851 -0.00235462 -2.35015 -0.862009 -0.00163607 1.49306 -0.472795 1.85068 -0.00214727 -1.39151 -0.285927 0.449576 -0.494006 0.303389 -1.77258 -0.00161824 0.821533 3.43503 -0.102033 -0.544023 -3.04345 -0.00202727 0.113087 -0.00324214 -0.763904 1.00251 internal_weight=0 127 362793 111 100 362682 124 99 52 362558 138 112 74 89 67 52 362420 180 47 133 54 47 362240 3783 358457 47 60 internal_count=362920 127 362793 111 100 362682 124 99 52 362558 138 112 74 89 67 52 362420 180 47 133 54 47 362240 3783 358457 47 60 is_linear=0 shrinkage=0.01 Tree=761 num_leaves=26 num_cat=0 split_feature=1 12 13 0 6 17 10 5 2 0 5 6 26 6 2 5 14 8 1 7 11 4 5 9 11 split_gain=6.81548e+06 2.79762e+07 3.79511e+07 3.11243e+07 2.88891e+06 1.17331e+07 2.174e+06 1.42216e+06 1.24757e+06 1.56088e+06 902617 3.96703e+06 2.26513e+06 909257 3.2246e+06 1.68307e+06 1.1204e+06 748338 583591 1.51814e+06 1.21791e+06 819676 503622 2.11675e+06 983614 threshold=2779.5510000000008 17.427500000000002 1099.5287500000002 2773.7250000000004 2871.8940000000007 86.454999999999998 893.42000000000007 543.59225000000015 1444.3300000000002 196.47460000000004 2763.7525000000005 1118.3050000000001 2022.5000000000002 1913.0125000000005 720.28944000000013 834.63750000000016 239.61300000000003 145.83500000000001 1891.4572200000002 103.09827500000002 26.545450000000002 536.17500000000007 1874.1882800000003 287.59707500000007 1962.6297000000002 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 7 -6 9 -2 13 12 -12 18 16 -16 17 -15 22 21 -21 -20 24 -24 -1 right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 leaf_value=-0.00073961510141747674 -2.6956150789518616 12.290755487547981 -3.3018802730457204 -14.600201157789964 -0.060807407535612583 7.6372913780212404 2.0984132349932638 -3.4099008787245975 -4.1905812045506075 0.50156895747551555 2.914807489568537 -4.3807201599121095 -1.0981827977987437 -0.28055051894414995 1.2059999402002854 5.2141959609985351 -1.9955368335430439 2.0696513600349427 -1.8969712360485183 2.6584710736274717 -0.36383474540710453 0.22976003964742023 -1.6673313720504959 0.99141633958232644 -0.88796157450437552 leaf_weight=362016 37 27 37 26 32 25 27 21 21 26 22 25 39 42 22 20 26 20 74 20 40 24 77 49 125 leaf_count=362016 37 27 37 26 32 25 27 21 21 26 22 25 39 42 22 20 26 20 74 20 40 24 77 49 125 internal_value=0 -1.9806 3.27626 -5.03913 -0.000993649 1.65748 -0.211207 -1.38781 -2.07975 -1.37614 -0.00147385 -1.02583 0.349125 -0.00123087 0.834937 3.11466 -0.253114 0.477579 -0.0015308 -0.609149 0.643601 -1.37614 -0.00126579 -0.633374 -0.00104586 internal_weight=0 174 64 110 362746 105 80 53 84 63 362641 86 61 362555 130 42 88 62 362425 158 60 98 362267 126 362141 internal_count=362920 174 64 110 362746 105 80 53 84 63 362641 86 61 362555 130 42 88 62 362425 158 60 98 362267 126 362141 is_linear=0 shrinkage=0.01 Tree=762 num_leaves=28 num_cat=0 split_feature=1 12 13 0 6 3 3 1 4 5 6 13 3 6 2 5 14 3 8 1 7 11 4 5 11 11 0 split_gain=6.67985e+06 2.74521e+07 4.05378e+07 3.08048e+07 2.83142e+06 1.26139e+07 1.67077e+06 1.18215e+06 1.8591e+06 884654 3.88808e+06 1.33535e+06 1.35718e+06 891162 3.16043e+06 1.64957e+06 1.0981e+06 799669 733446 571977 1.48793e+06 1.19367e+06 803364 493600 1.66007e+06 964040 101320 threshold=2779.5510000000008 30.416400000000007 1099.5287500000002 2773.7250000000004 2871.8940000000007 2692.2960000000003 1471.8415000000002 367.53225000000003 32.100071000000007 2763.7525000000005 1118.3050000000001 69.414500000000018 32.256600000000013 1913.0125000000005 720.28944000000013 834.63750000000016 239.61300000000003 241.13250000000002 145.83500000000001 1891.4572200000002 103.09827500000002 26.545450000000002 536.17500000000007 1874.1882800000003 826.40400000000011 1962.6297000000002 53.8705 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 3 -3 6 9 7 17 8 -6 13 11 12 -11 19 16 -16 18 26 -15 23 22 -22 -21 25 -25 -1 -2 right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 -12 -13 -14 14 15 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 leaf_value=-0.00073221891924791507 -1.5552502796173096 13.214860348129273 -3.2688615726780244 -14.454198743380035 -0.58204647620519001 8.7862724056243895 -4.4846607408069428 -1.5580675292015076 3.2817792384624482 -0.39654287519909093 -4.3369130386352541 -1.7727722206115724 3.2433258824348452 -0.2777449653262184 1.1939399037577889 5.1620538177490234 -1.975581512451172 0.4235422072410584 2.0489549312591553 -1.8780015226956959 2.6318863735198978 -0.3601963448524475 0.22746244112650554 -1.1694451282903986 1.8019904675691023 -0.87908195602893824 -2.5101747245788575 leaf_weight=362016 25 25 37 26 33 20 21 32 20 21 25 20 20 42 22 20 26 20 20 74 20 40 24 103 23 125 20 leaf_count=362016 25 25 37 26 33 20 21 32 20 21 25 20 20 42 22 20 26 20 20 74 20 40 24 103 23 125 20 internal_value=0 -1.96079 3.3778 -4.91608 -0.000983713 1.64091 -2.03246 -0.0403542 0.876001 -0.00145911 -1.01557 0.345634 1.379 -0.00121856 0.826588 3.08352 -0.250583 -1.24021 0.472803 -0.00151549 -0.603058 0.637165 -1.36238 -0.00125313 -0.62704 -0.0010354 -1.97966 internal_weight=0 174 62 112 362746 105 86 85 53 362641 86 61 41 362555 130 42 88 65 62 362425 158 60 98 362267 126 362141 45 internal_count=362920 174 62 112 362746 105 86 85 53 362641 86 61 41 362555 130 42 88 65 62 362425 158 60 98 362267 126 362141 45 is_linear=0 shrinkage=0.01 Tree=763 num_leaves=27 num_cat=1 split_feature=4 10 3 12 8 0 3 3 11 6 5 3 26 20 16 3 25 3 12 3 4 5 12 14 9 20 split_gain=1.60606e+06 2.20548e+07 4.23866e+07 1.18803e+07 1.41294e+07 2.99232e+06 1.01537e+07 2.55914e+06 1.59383e+06 7.7582e+06 1.57076e+06 4.05508e+06 1.07173e+06 754029 1.54503e+06 1.10849e+06 573888 5.63364e+06 7.08902e+06 2.88231e+06 1.75121e+06 1.01356e+06 1.00503e+06 342558 215413 5206.73 threshold=2632.2792750000003 152.20455000000001 2692.2960000000003 483.50625000000008 1926.0125000000005 2773.7250000000004 1854.9329420000001 117.32300000000002 2995.7383125000001 642.48675000000014 299.80000000000007 7.9742500000000005 2022.5000000000002 1228.7600000000004 724.64317100000005 271.92750000000007 0 1854.9329420000001 360.88150000000002 2692.2960000000003 112.21500000000002 1874.1882800000003 1922.9850000000004 35.202375000000011 57.980000000000011 1756.0800000000002 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=5 2 7 -3 -5 8 10 -2 13 24 11 12 -7 16 23 -16 17 22 -19 21 -21 -18 -1 25 -10 -15 right_child=1 3 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 14 15 -17 19 18 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=0.016458948327584374 -0.96765215294390194 -9.7318683319091797 17.061928199768069 -5.8932695434711597 4.2454486545920371 1.4277226371765135 -7.240051714515686 2.6346213057166654 -0.12041044840812683 6.7461688251495371 1.7588180222511292 -4.3848896185557047 -1.3620451790945871 -0.52124237649440763 -0.79214200951836333 -4.0449902915954592 -0.0082671800494865857 0.9159237788915634 7.112605423331261 -0.40999821133083769 -3.9204618619283043 -0.94727128126310267 1.563726699366456 1.0003553543359041 -1.5127883706092835 -0.32431298888962845 leaf_weight=91513 41 20 20 27 28 40 25 38 25 20 30 24 21 25 22 20 270589 80 24 27 30 115 42 25 20 29 leaf_count=91513 41 20 20 27 28 40 25 38 25 20 30 24 21 25 22 20 270589 80 24 27 30 115 42 25 20 29 internal_value=0 0.958605 4.05738 -3.13177 -0.73174 -0.00236483 -1.46406 0.765087 -0.00180048 1.56396 -0.208407 -0.902722 0.467311 -0.0020812 -0.791357 -2.34112 -0.00181769 0.0198089 2.34593 -0.00913919 -2.25761 -0.00866609 0.0171687 0.0325664 -0.739245 -0.415484 internal_weight=0 174 99 75 55 362746 140 79 362606 65 115 85 61 362541 121 42 362420 91659 104 270761 57 270704 91555 79 45 54 internal_count=362920 174 99 75 55 362746 140 79 362606 65 115 85 61 362541 121 42 362420 91659 104 270761 57 270704 91555 79 45 54 cat_boundaries=0 6 cat_threshold=2216738820 1120 580 1311505 152193 2159034403 is_linear=0 shrinkage=0.01 Tree=764 num_leaves=30 num_cat=1 split_feature=1 7 8 0 11 6 3 1 4 8 3 10 4 4 4 18 19 14 19 4 8 1 24 3 10 0 1 26 0 split_gain=6.61729e+06 1.81752e+07 3.98364e+07 3.02094e+07 1.27763e+07 2.76609e+06 1.23716e+07 1.16025e+06 1.82659e+06 835631 2.45888e+06 1.21641e+06 1.07894e+06 1.72863e+06 1.51532e+06 1.01022e+06 822332 3.57018e+06 1.66978e+06 1.1048e+06 799514 789326 1.97394e+06 2.06752e+06 2.03209e+06 795027 6.54398e+06 501258 480909 threshold=2779.5510000000008 16.677500000000006 274.88700000000011 1836.963 1156.9900000000002 2871.8940000000007 2692.2960000000003 367.53225000000003 32.100071000000007 1548.5050000000003 1278.9218000000003 686.95125000000019 678.56500000000017 274.17100000000005 1876.5445000000002 167.47850000000003 762.32868000000008 1012.3383000000001 824.48000000000013 234.35050000000004 1926.0125000000005 1461.4925000000003 0 214.42080000000001 543.30775000000006 2773.7250000000004 469.42150000000009 2022.5000000000002 196.47460000000004 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=5 3 -3 28 -4 9 7 8 -7 16 12 -12 13 15 20 -11 21 18 -18 -20 -14 25 23 -23 -24 27 -27 -1 -2 right_child=1 2 4 -5 -6 6 -8 -9 -10 10 11 -13 14 -15 -16 -17 17 -19 19 -21 -22 22 24 -25 -26 26 -28 -29 -30 leaf_value=0.01056487744852502 -2.2318619042176469 13.665589132308961 -6.5921477009909495 -14.730716145038604 2.1502472484111785 -0.58056567784511681 8.6983075389862066 -1.5467403280735017 3.2493311181068418 0.14927328490499242 -0.43947270464897159 -3.5153377045525445 -0.8873025547374378 2.3276926970306566 0.90507946594901711 -2.2600835754871369 2.3222262763977053 3.3875456626791705 0.21918627379221076 -1.3791588864758098 -3.5538171138970753 -0.6651312305760938 -0.20847510494302804 -3.4409963793632312 2.9597392867959065 2.6117890050334314 -3.8470493207659042 -0.012981656742728364 -0.43272728373607006 leaf_weight=181060 39 20 35 24 32 33 20 32 20 134 20 36 22 34 23 20 30 38 170 58 23 86 169 39 23 62 21 180573 24 leaf_count=181060 39 20 35 24 32 33 20 32 20 134 20 36 22 34 23 20 30 38 170 58 23 86 169 39 23 62 21 180573 24 internal_value=0 -1.95156 1.2804 -5.18351 -2.41668 -0.000949849 1.62189 -0.0431498 0.864678 -0.00141973 -0.51872 -2.41681 -0.103512 0.286928 -1.18297 -0.16363 -0.000974285 0.525892 0.104408 -0.18741 -2.25019 -0.00140505 -0.500184 -1.41778 0.162583 -0.000967934 0.977625 -0.00119253 -1.54648 internal_weight=0 174 87 87 67 362746 105 85 53 362641 312 56 256 188 68 154 362329 296 258 228 45 362033 317 125 192 361716 83 361633 63 internal_count=362920 174 87 87 67 362746 105 85 53 362641 312 56 256 188 68 154 362329 296 258 228 45 362033 317 125 192 361716 83 361633 63 cat_boundaries=0 1 cat_threshold=30 is_linear=0 shrinkage=0.01 Tree=765 num_leaves=24 num_cat=0 split_feature=11 5 5 8 3 7 7 3 0 1 8 0 7 5 3 5 0 21 1 8 1 15 10 split_gain=1.68103e+06 1.55603e+07 4.49045e+06 1.79777e+07 2.33734e+07 1.55882e+07 3.76879e+06 2.58773e+06 1.39858e+07 4.39684e+06 4.67404e+06 6.35497e+06 2.43045e+06 3.18303e+06 1.64676e+06 1.30996e+06 1.08798e+06 781604 1.5049e+06 555017 1.54703e+06 1.173e+06 456751 threshold=2995.7383125000001 1874.1882800000003 2763.7525000000005 274.88700000000011 1854.9329420000001 361.38350000000008 335.14175000000006 2692.2960000000003 1836.963 2779.5510000000008 27.529980000000005 1266.1895000000002 710.08000000000004 26.141250000000007 292.91330000000005 911.29109000000005 166.73750000000004 734.08380000000011 860.12500000000011 1926.0125000000005 175.09550000000004 2640.1488000000004 800.19400000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 7 5 -5 14 -2 9 12 17 11 16 13 -9 -4 -12 -11 19 22 21 -21 -1 -19 right_child=1 -3 3 4 -6 -7 -8 8 -10 10 15 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 leaf_value=0.00011833519615271059 0.84667236129442858 7.0065953517729236 -0.20104927567874684 -0.7997027053833009 -14.555197125843593 8.7943929405212415 -4.6486596364241386 0.37045010128536737 7.2593895216911077 -2.9797837978601458 2.4388625193834303 -8.2304870965367272 2.0148281876246132 -4.09841429574149 -3.8172866611480716 -1.1371267116637458 0.17824627304077148 -0.022302862000854119 -2.692278887430827 -0.33165006183716189 1.6714849967426724 1.6329793564907531 -1.423099503517151 leaf_weight=362240 24 31 34 30 21 20 26 37 31 24 20 21 27 28 20 21 20 138 30 83 72 44 28 leaf_count=362240 24 31 34 30 21 20 26 37 31 24 20 21 27 28 20 21 20 138 30 83 72 44 28 internal_value=0 1.44024 -0.000525085 -1.89555 -6.46373 1.25279 -2.0109 0.000127717 1.45035 -0.00036403 -2.03672 -3.70446 -0.50705 -1.5546 -1.5404 0.607258 -1.54432 0.000231207 -0.631086 0.000572612 0.598838 0.000316649 -0.258582 internal_weight=0 81 362989 125 51 74 50 362864 123 362741 106 65 92 65 54 41 44 362635 196 362439 155 362284 166 internal_count=363070 81 362989 125 51 74 50 362864 123 362741 106 65 92 65 54 41 44 362635 196 362439 155 362284 166 is_linear=0 shrinkage=0.01 Tree=766 num_leaves=24 num_cat=0 split_feature=11 5 5 8 3 7 7 3 0 1 8 0 7 5 3 5 0 21 1 4 0 0 14 split_gain=1.64757e+06 1.52507e+07 4.40109e+06 1.762e+07 2.29083e+07 1.5278e+07 3.6938e+06 2.53623e+06 1.37075e+07 4.30935e+06 4.58103e+06 6.22851e+06 2.38208e+06 3.11969e+06 1.61398e+06 1.28389e+06 1.06633e+06 766050 1.47495e+06 548029 1.22767e+06 1.18409e+06 438033 threshold=2995.7383125000001 1874.1882800000003 2763.7525000000005 274.88700000000011 1854.9329420000001 361.38350000000008 335.14175000000006 2692.2960000000003 1836.963 2779.5510000000008 27.529980000000005 1266.1895000000002 710.08000000000004 26.141250000000007 292.91330000000005 911.29109000000005 166.73750000000004 734.08380000000011 860.12500000000011 480.16275000000002 1501.0951200000002 2773.7250000000004 338.15137500000003 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 6 7 5 -5 14 -2 9 12 17 11 16 13 -9 -4 -12 -11 19 22 21 -21 -1 -19 right_child=1 -3 3 4 -6 -7 -8 8 -10 10 15 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 leaf_value=-0.000169260282408394 0.83820561508337665 6.9365297906629495 -0.19903878240024342 -0.79170569356282561 -14.409645023416907 8.7064491653442388 -4.6021731640742374 0.36674559876725482 7.1867957367435578 -2.9499859913190205 2.4144738576561213 -8.1481821359906892 1.994679855770535 -4.0574301719665531 -3.7791136608123783 -1.1257554171198891 0.17646379089355471 0.042963929780188106 -2.6653560565312704 0.20508026994867778 -0.83308763872086999 -1.265257555987384 -1.1386395682039716 leaf_weight=360002 24 31 34 30 21 20 26 37 31 24 20 21 27 28 20 21 20 124 30 2243 120 74 42 leaf_count=360002 24 31 34 30 21 20 26 37 31 24 20 21 27 28 20 21 20 124 30 2243 120 74 42 internal_value=0 1.42584 -0.000519834 -1.87659 -6.39909 1.24026 -1.99079 0.00012644 1.43584 -0.00036039 -2.01635 -3.66742 -0.501979 -1.53905 -1.52499 0.601186 -1.52887 0.000228895 -0.624776 0.000566886 0.152359 -0.000429251 -0.255996 internal_weight=0 81 362989 125 51 74 50 362864 123 362741 106 65 92 65 54 41 44 362635 196 362439 2363 360076 166 internal_count=363070 81 362989 125 51 74 50 362864 123 362741 106 65 92 65 54 41 44 362635 196 362439 2363 360076 166 is_linear=0 shrinkage=0.01 Tree=767 num_leaves=35 num_cat=5 split_feature=25 2 1 6 26 7 2 5 1 2 5 24 0 13 0 1 3 0 3 14 24 7 0 8 7 2 3 0 2 24 26 2 0 25 split_gain=930069 1.18069e+08 2.14681e+07 3.99241e+07 1.48234e+07 1.56628e+07 1.81642e+07 9.25866e+06 4.11546e+06 3.0356e+06 5.11468e+06 2.20448e+06 9.8167e+06 2.72111e+06 2.65194e+06 2.44453e+06 2.19346e+06 1.83751e+06 1.49626e+06 3.91121e+06 3.73402e+06 7.46272e+06 3.30035e+06 7.68675e+06 3.14102e+06 1.9888e+06 1.13499e+06 1.82647e+06 1.12552e+06 1.02013e+06 2.98565e+06 990930 845298 512143 threshold=0 2593.0505000000003 2779.5510000000008 2871.8940000000007 2022.5000000000002 987.73900000000015 172.98350000000002 575.25150000000008 1461.4925000000003 2593.0505000000003 1287.5327000000002 1 591.40200000000016 972.56475000000012 885.78750000000014 54.82800000000001 870.71080000000018 53.8705 1107.1660000000004 1867.1242800000002 2 759.38475000000005 2773.7250000000004 64.130787000000012 1113.0755000000001 7.2721500000000008 870.71080000000018 688.40820000000008 669.1825 3 2022.5000000000002 104.10200000000002 1266.1895000000002 4 decision_type=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 2 2 2 2 1 2 2 2 9 left_child=1 8 9 4 7 6 -6 -4 11 18 16 12 29 14 31 -14 17 -11 22 20 24 -22 26 25 -20 -24 32 -28 -10 30 -1 -13 -2 -31 right_child=2 -3 3 -5 5 -7 -8 -9 28 10 -12 13 15 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 33 -32 -33 -34 -35 leaf_value=1.8878969565445816 1.4584140713053954e-05 20.255734074033541 -8.9449549975539693 -16.599445366859435 -0.69623399076638393 -5.2748645448684695 11.877370497345924 -0.32231810951232909 -4.8791059112548831 0.042778539432775833 -4.6747712189442403 -0.092426264233536351 2.8555831772348155 2.5992441429410662 -2.795457678574782 7.6358599958419804 2.3287994833787282 -3.4111422379811605 -0.14272563346903375 4.5286003119012586 0.24060639332021985 3.7037922464609148 -5.4229730502979185 2.5115947233255094 -3.2773466455614244 -1.5090057201385498 -0.16762906931462837 -1.9255196042855582 -1.5242269642353057 0.47094237521454529 -0.24396536334609309 -0.87850978733463725 0.47190734060265516 -0.13610344187337525 leaf_weight=123 358176 29 33 21 27 24 20 20 20 43 37 1805 23 35 39 20 24 24 235 23 280 80 37 26 37 20 244 78 20 172 141 176 380 578 leaf_count=123 358176 29 33 21 27 24 20 20 20 43 37 1805 23 35 39 20 24 24 235 23 280 80 37 26 37 20 244 78 20 172 141 176 380 578 internal_value=0 0.169772 -0.00170663 -3.84873 -1.68933 1.29792 4.65424 -5.69113 -0.01449 -0.000156074 -1.53987 0.0264762 0.395399 -0.164405 -0.213104 5.07897 -0.265239 -1.19445 0.000391964 0.477906 0.330492 0.9829 -0.000479362 -1.99432 -0.548945 -4.04965 -1.82333e-05 -0.593453 -3.20167 0.200685 0.721942 -0.162265 0.000514699 0.00747722 internal_weight=0 3181 359889 145 124 71 47 53 3152 359744 128 3112 1057 2055 2020 43 91 67 359616 655 632 360 358961 83 272 57 358878 322 40 1014 264 1981 358556 750 internal_count=363070 3181 359889 145 124 71 47 53 3152 359744 128 3112 1057 2055 2020 43 91 67 359616 655 632 360 358961 83 272 57 358878 322 40 1014 264 1981 358556 750 cat_boundaries=0 5 6 7 8 13 cat_threshold=1048576 0 0 65536 2176 71 1420 1 0 0 0 65536 2048 is_linear=0 shrinkage=0.01 Tree=768 num_leaves=25 num_cat=1 split_feature=11 5 5 2 7 2 1 1 8 7 3 0 7 0 18 0 4 24 0 1 12 17 4 0 split_gain=1.58371e+06 1.47739e+07 4.27857e+06 2.04842e+07 3.58902e+06 3.14908e+06 1.55566e+07 3.27949e+06 6.04812e+06 3.0265e+06 5.37574e+06 2.21244e+06 1.93032e+06 4.2914e+06 1.04942e+06 2.20475e+06 758757 2.14436e+06 592865 545392 415338 400542 124445 792.43 threshold=2995.7383125000001 1874.1882800000003 2763.7525000000005 2593.0505000000003 335.14175000000006 2593.0505000000003 2779.5510000000008 2779.5510000000008 27.529980000000005 1113.0755000000001 1107.1660000000004 988.99750000000006 284.06400000000002 885.78750000000014 1658.6325000000004 172.16250000000002 1876.5445000000002 0 2773.7250000000004 53.925750000000008 543.33000000000004 11.578425000000003 165.87000000000003 54.605550000000008 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 left_child=2 4 5 9 -2 7 12 14 11 10 22 23 13 19 16 21 18 -18 -1 -7 -14 -16 -4 -9 right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 -12 -13 20 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.00032625852845848547 0.82371683528025941 6.8218001857880619 0.026703897405553751 -9.5626205967090741 -4.5389474560664249 0.48230417558375527 9.4336520712716236 -2.4699877908116297 1.4114701183636984 -2.5040680449349542 5.6190832732972646 -6.4839816322326662 -0.67039559318905784 4.9009629292715164 0.86835617827517653 3.1397760287198158 -1.5549552590413052 0.32744390242291199 -0.79394766041573062 -1.4416913267282341 -2.6839714183807373 -0.71690432922260183 -0.98649355108087722 -2.3820353546142581 leaf_weight=362201 24 31 27 27 26 34 21 21 36 28 21 20 21 21 28 33 104 127 94 26 20 37 22 20 leaf_count=362201 24 31 27 27 26 34 21 21 36 28 21 20 21 21 28 33 104 127 94 26 20 37 22 20 internal_value=0 1.39793 -0.000509501 -1.85029 -1.96487 0.000127713 1.4838 -0.000457214 -1.83894 0.274541 1.38598 -3.75721 0.115384 1.0103 3.45706e-05 1.03471 -0.000245127 -0.573182 0.000120179 -0.351427 -1.65263 -0.0340229 -0.428201 -2.42708 internal_weight=0 81 362989 125 50 362864 143 362721 97 98 70 61 122 81 362624 98 362526 231 362295 60 41 65 49 41 internal_count=363070 81 362989 125 50 362864 143 362721 97 98 70 61 122 81 362624 98 362526 231 362295 60 41 65 49 41 cat_boundaries=0 1 cat_threshold=1418 is_linear=0 shrinkage=0.01 Tree=769 num_leaves=26 num_cat=1 split_feature=11 5 5 2 9 7 7 2 1 1 9 9 0 0 18 9 1 1 4 24 15 11 0 15 0 split_gain=1.5522e+06 1.44799e+07 4.19342e+06 2.00766e+07 5.80553e+06 5.8665e+06 3.5176e+06 3.08642e+06 1.5247e+07 3.21423e+06 5.42e+06 2.50051e+06 5.43055e+06 1.67629e+06 1.02853e+06 2.39741e+06 872547 758490 745051 2.10529e+06 670867 271303 249384 39864.9 1651.84 threshold=2995.7383125000001 1874.1882800000003 2763.7525000000005 2593.0505000000003 536.95000000000016 177.86800000000002 335.14175000000006 2593.0505000000003 2779.5510000000008 2779.5510000000008 229.20500000000001 128.06525000000002 688.40820000000008 885.78750000000014 1658.6325000000004 222.41800000000003 185.21731000000003 53.925750000000008 1876.5445000000002 0 1425.0630000000003 531.428 20.404800000000005 17.507000000000001 54.605550000000008 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=2 6 7 4 5 22 -2 9 11 14 13 12 17 24 18 23 -17 -9 20 -20 -1 -13 -4 -16 -11 right_child=1 -3 3 -5 -6 -7 -8 8 -10 10 -12 21 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=0.00041897428105947107 0.81547966105242564 6.7535820874860217 -0.70534748574961781 -9.4669943435103807 -2.9936623562404088 6.5603780498504634 -4.4935579314598675 0.62362193640321495 9.3393155397687639 -2.5217135193131188 1.3255708257130214 -2.6392781684512183 5.5277054247402013 -5.979389081954956 -0.23683127127014675 4.1494713347298759 1.4316343448780202 -1.6758457513955924 -1.5407697192409584 0.32440850093416929 -0.6171241571076892 -1.0502183480696246 0.82147739100456241 -0.80201256036758428 -2.3961447086334231 leaf_weight=362119 24 31 23 27 35 20 26 32 21 22 35 21 21 20 26 21 27 26 104 127 176 22 20 24 20 leaf_count=362119 24 31 23 27 35 20 26 32 21 22 35 21 21 20 26 21 27 26 104 127 176 22 20 24 20 internal_value=0 1.38395 -0.000504744 -1.83178 0.271795 2.08594 -1.94522 0.000126098 1.46896 -0.00045298 -1.82055 0.11423 1.17045 -3.59659 3.38864e-05 1.02436 2.62069 -0.407174 -0.000243015 -0.567982 0.000118977 -1.82627 0.00480362 -0.508118 -2.46192 internal_weight=0 81 362989 125 98 63 50 362864 143 362721 97 122 79 62 362624 98 48 58 362526 231 362295 43 43 50 42 internal_count=363070 81 362989 125 98 63 50 362864 143 362721 97 122 79 62 362624 98 48 58 362526 231 362295 43 43 50 42 cat_boundaries=0 1 cat_threshold=1418 is_linear=0 shrinkage=0.01 Tree=770 num_leaves=24 num_cat=0 split_feature=8 2 5 2 6 13 4 13 2 26 26 2 12 4 10 4 9 11 5 7 8 7 26 split_gain=6.83907e+06 3.50211e+07 4.38882e+06 1.18939e+07 4.3731e+06 4.17491e+06 3.0411e+06 1.31345e+07 3.74386e+06 1.28683e+06 1.27001e+06 1.1206e+06 2.83849e+06 2.0395e+06 794909 4.58738e+06 1.22143e+06 640181 610814 552727 551050 318559 267325 threshold=2877.4750000000008 2593.0505000000003 2763.7525000000005 2593.0505000000003 1520.8892800000003 18.603000000000005 2632.2792750000003 320.24300000000005 215.24100000000001 2022.5000000000002 2022.5000000000002 2593.0505000000003 235.67175000000006 274.17100000000005 2855.9890500000006 53.21200000000001 2724.2674800000009 760.25000000000011 93.825125 258.90150000000006 1926.0125000000005 19.649875000000005 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 4 6 5 18 10 11 8 9 -8 -4 14 13 22 16 -16 20 -18 21 -10 -1 -2 -13 right_child=1 -3 3 -5 -6 -7 7 -9 19 -11 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=-0.00031505614930380925 0.38788455963134766 10.961424194223742 3.2987405669170875 -8.0517565190315246 -5.1757104969024663 -2.7754277400481397 3.5279474293667334 8.3852200831537669 -3.4109531837417966 0.2807511546061589 0.19735391001547536 -0.52107915295494922 -3.6265433791478476 1.9615533721446992 -1.0630093783751513 4.3597491425734303 0.6928938738505046 2.8934387989044188 1.6402777194976808 -1.116597144717262 0.71742607136126435 -1.3539231061935426 -1.7879295229527259 leaf_weight=362780 21 34 23 25 20 39 23 23 21 26 31 36 30 32 39 26 39 20 20 21 107 21 31 leaf_count=362780 21 34 23 25 20 39 23 23 21 26 31 36 30 32 39 26 39 20 20 21 107 21 31 internal_value=0 2.42839 -0.000116348 -1.92836 -1.1097 -0.282287 0.000510026 1.63354 -0.0729257 1.80495 1.51831 -2.62981e-06 -0.93187 -0.115303 0.00032852 1.10609 0.000130488 1.43884 0.201915 -2.26378 -0.000103425 -0.483019 -1.10723 internal_weight=0 116 363372 118 82 93 363254 114 91 49 54 363140 129 99 363011 65 362946 59 62 42 362887 42 67 internal_count=363488 116 363372 118 82 93 363254 114 91 49 54 363140 129 99 363011 65 362946 59 62 42 362887 42 67 is_linear=0 shrinkage=0.01 Tree=771 num_leaves=25 num_cat=0 split_feature=8 2 5 0 6 4 13 2 0 2 1 8 1 14 0 4 0 0 26 4 6 10 5 4 split_gain=6.70297e+06 3.43242e+07 4.30148e+06 1.27857e+07 4.28607e+06 2.98058e+06 1.28732e+07 3.66936e+06 3.15014e+06 7.09934e+06 9.69681e+06 4.82264e+06 2.2306e+06 1.92688e+06 3.14196e+06 1.76662e+06 1.49786e+06 1.0117e+06 813782 646300 2.5229e+06 1.2612e+06 598659 4551.67 threshold=2877.4750000000008 2593.0505000000003 2763.7525000000005 1836.963 1520.8892800000003 2632.2792750000003 320.24300000000005 215.24100000000001 2773.7250000000004 1800.6974500000001 1461.4925000000003 64.130787000000012 2779.5510000000008 254.21200000000002 220.57000000000002 258.76800000000009 0.75121500000000008 1266.1895000000002 2022.5000000000002 1291.5535000000002 1520.8892800000003 2855.9890500000006 93.825125 0.75546499999999883 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 5 13 22 8 7 16 12 10 11 -10 19 14 -4 18 -7 -9 -14 21 -21 -1 23 -2 right_child=1 -3 3 -5 -6 6 -8 17 9 -11 -12 -13 15 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=0.0011603933918290343 -0.57744682658802382 10.851809362523696 0.82652883575076153 -8.2578965935230251 -5.1239532995224 0.33494080855928615 8.3013679919035539 -0.76133155129172581 -3.6217299287659781 -6.1192913756547149 5.3660060585063434 1.6605430419683456 -3.6991052843729655 2.5475899543762206 -3.3706361276872698 0.32134966597837561 3.8922305564880375 -3.8689237327575685 -1.4234490413376779 -0.13937179311404321 -2.8173788589086288 1.4275319908943869 1.6238748741149902 -0.36900560283660888 leaf_weight=362452 22 34 42 25 20 29 23 22 56 27 23 25 30 20 31 34 20 20 33 359 39 62 20 20 leaf_count=362452 22 34 42 25 20 29 23 22 56 27 23 25 30 20 31 34 20 20 33 359 39 62 20 20 internal_value=0 2.4041 -0.000115185 -1.90908 -1.0986 0.000504925 1.61721 -0.0721964 -2.60361e-06 -1.55043 -0.36428 -1.9914 0.000556902 -0.202405 -0.955829 -1.51568 1.7869 -2.24114 -2.50709 0.000962166 -0.40179 0.00140434 0.199896 -0.478189 internal_weight=0 116 363372 118 82 363254 114 91 363140 131 104 81 363009 93 73 97 49 42 63 362912 398 362514 62 42 internal_count=363488 116 363372 118 82 363254 114 91 363140 131 104 81 363009 93 73 97 49 42 63 362912 398 362514 62 42 is_linear=0 shrinkage=0.01 Tree=772 num_leaves=27 num_cat=0 split_feature=9 2 5 6 4 13 2 1 2 5 3 3 4 26 13 14 4 8 10 5 3 6 19 26 11 6 split_gain=6.62759e+06 2.94113e+07 2.93737e+06 8.02596e+06 2.53216e+06 1.19273e+07 3.48943e+06 3.11906e+06 1.07198e+07 2.0614e+06 1.72603e+06 1.67476e+06 4.70893e+06 3.41268e+06 1.60987e+06 1.23639e+06 1.59863e+06 1.05149e+06 966395 5.63601e+06 1.08195e+06 1.87061e+06 796891 689731 154800 43218.8 threshold=2724.2674800000009 2593.0505000000003 2763.7525000000005 1913.0125000000005 2632.2792750000003 180.27000000000004 215.24100000000001 2779.5510000000008 1800.6974500000001 575.25150000000008 117.32300000000002 7.2660000000000009 258.76800000000009 2022.5000000000002 1280.8870000000004 164.88500000000002 117.58985000000001 60.344000000000008 2855.9890500000006 299.80000000000007 2692.2960000000003 797.20500000000004 1016.455 2022.5000000000002 44.815425000000005 9.6847500000000029 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 9 4 15 7 6 10 18 11 24 -6 13 -13 -9 -11 16 -4 -8 20 25 22 -22 -1 -18 -2 -20 right_child=1 -3 3 -5 5 -7 17 8 -10 14 -12 12 -14 -15 -16 -17 23 -19 19 -21 21 -23 -24 -25 -26 -27 leaf_value=0.00078513035840353405 1.7894558308521906 11.131122618379264 1.2419410827636719 -6.255236265318735 0.01901624883924212 7.7569993837674467 -3.6724716033106266 4.0916356413705008 -8.3050039458274849 -3.0814244490861893 3.7620108392021869 -5.0450194367908301 1.5045652101350868 -1.3283821635979873 0.4818454015822638 2.0870450096130373 -0.70065751847766689 -0.5775117656162807 -1.4042321707606318 4.9526089431762692 -0.16512950251652644 -3.2965918154628189 -0.64029866563290672 -3.2954765567779543 0.61380944933210102 -0.75469530060177759 leaf_weight=362666 24 29 25 28 28 24 23 21 20 32 22 21 23 26 21 20 21 21 20 25 65 27 194 20 21 21 leaf_count=362666 24 29 25 28 28 24 23 21 20 32 22 21 23 26 21 20 21 21 20 25 65 27 194 20 21 21 internal_value=0 2.28467 -0.000152746 -1.60509 0.000350942 1.465 -0.141467 -0.000125001 -1.67616 -0.333162 1.66593 -0.219275 -1.62137 1.09333 -1.66956 -0.091092 -0.751134 -2.19533 0.000387481 1.21033 0.000167462 -1.08415 0.00044238 -1.96642 1.24082 -1.07154 internal_weight=0 127 363361 114 363247 118 94 363129 111 98 50 91 44 47 53 86 66 44 363018 66 362952 92 362860 41 45 41 internal_count=363488 127 363361 114 363247 118 94 363129 111 98 50 91 44 47 53 86 66 44 363018 66 362952 92 362860 41 45 41 is_linear=0 shrinkage=0.01 Tree=773 num_leaves=27 num_cat=0 split_feature=9 2 0 13 2 1 3 1 0 5 13 3 6 8 1 3 3 1 13 7 19 1 19 26 26 11 split_gain=6.4957e+06 2.8826e+07 3.63781e+06 1.68179e+07 3.8018e+07 8.59146e+06 5.52092e+06 2.28546e+06 3.70375e+06 2.02038e+06 1.57783e+06 1.15727e+06 3.63572e+06 3.14898e+06 1.47805e+06 847422 677241 7.05418e+06 3.0396e+06 907959 648227 1.33291e+06 783130 498899 186576 151720 threshold=2724.2674800000009 2593.0505000000003 2773.7250000000004 267.20500000000004 2593.0505000000003 1461.4925000000003 148.57200000000003 2779.5510000000008 1501.0951200000002 575.25150000000008 1280.8870000000004 2692.2960000000003 253.31100000000006 818.62500000000011 57.820000000000007 112.38575000000002 1854.9329420000001 860.12500000000011 97.907500000000013 654.14525000000003 1016.455 122.83750000000002 762.32868000000008 2022.5000000000002 2022.5000000000002 44.815425000000005 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 9 7 4 5 6 23 11 15 25 -11 16 14 -14 -13 24 20 18 -18 -19 22 -22 -1 -4 -9 -2 right_child=1 -3 3 -5 -6 -7 -8 8 -10 10 -12 12 13 -15 -16 -17 17 19 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=0.0010508771650011291 1.771561244726181 11.019811815927769 -4.2402259355432843 5.4380399895125429 -13.338271134240287 4.7415006358806906 2.3196023261028786 -2.2679876391092937 1.6636220258076986 -3.0506102138757707 0.47702689216250466 1.8567323019845146 -5.7874074677280758 -0.36189855957031247 -1.5510921707153322 -3.5032453677593134 0.25207523997825915 2.7467529869079592 -3.811491588155429 5.7599890166521073 0.0047034243554450001 -1.7582466684281826 0.82639825796044397 -2.400064965028029 -1.0390121079683303 0.60767139798118952 leaf_weight=362525 24 29 34 29 28 26 23 21 30 32 21 35 23 20 20 39 79 20 24 20 130 64 115 26 30 21 leaf_count=362525 24 29 34 29 28 26 23 21 30 32 21 35 23 20 20 39 79 20 24 20 130 64 115 26 30 21 internal_value=0 2.26182 -0.000151218 -1.48017 -2.94461 -0.274674 -1.84601 0.000525231 -1.3793 -0.329831 -1.65287 0.000981277 -1.08556 -3.26391 0.617523 -2.39361 0.00127463 0.689322 -0.694775 4.25337 0.00100346 -0.576888 0.00131261 -3.44282 -1.54506 1.22841 internal_weight=0 127 363361 166 137 109 83 363195 120 98 53 363075 98 43 55 90 362977 143 103 40 362834 194 362640 60 51 45 internal_count=363488 127 363361 166 137 109 83 363195 120 98 53 363075 98 43 55 90 362977 143 103 40 362834 194 362640 60 51 45 is_linear=0 shrinkage=0.01 Tree=774 num_leaves=24 num_cat=0 split_feature=8 6 5 0 4 3 1 5 0 4 3 1 14 0 4 3 10 4 4 6 10 10 0 split_gain=6.40876e+06 2.70742e+07 4.11749e+06 1.23447e+07 2.87656e+06 1.27022e+07 6.12172e+06 4.26837e+06 3.05189e+06 6.00633e+06 6.87144e+06 2.10636e+06 1.8784e+06 3.07984e+06 1.73349e+06 2.34255e+06 1.67283e+06 1.16905e+06 625395 2.43799e+06 1.21052e+06 562265 101731 threshold=2877.4750000000008 2871.8940000000007 2763.7525000000005 1836.963 2632.2792750000003 1854.9329420000001 1461.4925000000003 483.99125000000009 2773.7250000000004 104.57750000000001 1.7373999999999998 2779.5510000000008 254.21200000000002 220.57000000000002 258.76800000000009 7.2660000000000009 983.00100000000009 586.56060000000014 1291.5535000000002 1520.8892800000003 2855.9890500000006 7.283500000000001 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 left_child=2 16 4 12 8 6 7 22 11 10 -10 18 13 -4 15 -13 21 -11 20 -20 -1 -2 -6 right_child=1 -3 3 -5 5 -7 -8 -9 9 17 -12 14 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 leaf_value=0.0011310801114309472 -0.56108877543745372 9.8534242035360897 0.82993530500502821 -8.1061690570831306 0.15328787655665957 8.2283630561828609 -4.8248060916718982 5.2355767288208011 -1.5482040967612432 2.9793140773773197 -8.3455938806533805 -1.13985148002935 2.5243535957336425 -3.3255310883060578 0.34686145312645855 -5.2823788661956792 -2.5921125781151555 -0.084635710282759236 -0.13728482104941661 -2.7698447276384406 1.3985519628839629 1.5589565589211205 -0.76062206904093432 leaf_weight=362452 29 34 42 25 29 23 21 20 58 20 20 43 20 31 34 20 31 33 359 39 62 22 21 leaf_count=362452 29 34 42 25 29 23 21 20 58 20 20 43 20 31 34 20 31 33 359 39 62 22 21 internal_value=0 2.35074 -0.000117525 -1.86781 0.000489179 1.58873 -0.0894188 1.3312 -9.41521e-06 -1.52606 -3.29112 0.000541296 -0.190829 -0.934715 -1.47286 -2.45494 -0.760122 1.07157 0.000935112 -0.395249 0.00137008 0.353441 -0.230554 internal_weight=0 116 363372 118 363254 114 91 70 363140 131 78 363009 93 73 97 63 82 53 362912 398 362514 51 50 internal_count=363488 116 363372 118 363254 114 91 70 363140 131 78 363009 93 73 97 63 82 53 362912 398 362514 51 50 is_linear=0 shrinkage=0.01 Tree=775 num_leaves=22 num_cat=0 split_feature=0 15 19 4 2 1 5 17 7 4 7 14 2 20 11 2 5 19 18 17 1 split_gain=3.57651e+06 1.46081e+07 2.49447e+07 2.18041e+07 1.13524e+07 7.54247e+06 2.46412e+06 1.40438e+07 1.80374e+07 3.20145e+06 2.46041e+06 1.99478e+06 1.50845e+06 685968 589297 966178 1.03124e+06 575759 895293 746477 213775 threshold=2773.7250000000004 56.88600000000001 236.93870000000004 2632.2792750000003 92.941000000000017 1891.4572200000002 2763.7525000000005 106.22200000000001 572.8955000000002 2632.2792750000003 1888.9124200000003 119.46000000000002 285.51000000000005 2447.4425000000006 1962.6297000000002 778.91025000000013 911.29109000000005 2191.9772225000002 249.61350000000002 1268.0600000000002 340.60150000000004 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 3 -3 4 -2 -6 9 8 20 13 11 12 -11 14 17 16 -16 19 -19 -1 -8 right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 leaf_value=0.00037322296353937165 4.3907425414598906 -10.57411300142606 4.547378027915955 10.320433363145398 0.95593000460893673 -5.9197311447284839 -0.029375895875872988 -5.3686363061269127 8.3935119829422398 -0.63337208420731306 -4.8784279747009274 1.7844099340438841 -3.6491406751562052 1.5124886376063029 -0.6606652289221393 -2.0063264876290372 1.7261478499225948 0.28314770284024154 -2.5697507871281018 0.66513532484909133 -1.3200254522051131 leaf_weight=361487 52 24 20 31 39 27 33 24 39 43 20 20 27 30 85 38 23 22 22 169 21 leaf_count=361487 52 24 20 31 39 27 33 24 39 43 20 20 27 30 85 38 23 22 22 169 21 internal_value=0 1.36202 -3.70071 2.85705 0.896332 -1.85684 0.000364163 1.45137 3.21137 -0.000104825 -1.70584 -1.00082 -1.7966 0.000413669 0.000288306 -0.634901 -0.152362 0.0005447 -1.1433 0.000683863 -0.531295 internal_weight=0 193 44 149 118 66 362103 117 93 361986 110 90 70 361876 361846 146 108 361700 44 361656 54 internal_count=362296 193 44 149 118 66 362103 117 93 361986 110 90 70 361876 361846 146 108 361700 44 361656 54 is_linear=0 shrinkage=0.01 Tree=776 num_leaves=27 num_cat=0 split_feature=0 15 19 4 2 1 5 17 3 3 6 4 6 5 4 7 7 6 11 2 9 5 5 2 4 2 split_gain=3.50534e+06 1.43174e+07 2.44483e+07 2.13702e+07 1.11265e+07 7.39237e+06 2.41508e+06 1.37643e+07 2.68334e+07 3.22291e+06 7.16122e+06 4.58381e+06 952130 5.2951e+06 1.16125e+06 1.06821e+06 4.23477e+06 847444 731918 720928 713111 641877 445647 271899 538652 25345.4 threshold=2773.7250000000004 56.88600000000001 236.93870000000004 2632.2792750000003 92.941000000000017 1891.4572200000002 2763.7525000000005 106.22200000000001 1278.9218000000003 2692.2960000000003 889.19240000000013 174.73500000000004 1913.0125000000005 1530.4632000000001 2632.2792750000003 608.55210000000022 159.994 362.02000000000004 1962.6297000000002 420.88550000000004 887.33690000000013 1874.1882800000003 30.919500000000003 197.43915000000001 54.939000000000007 55.08700000000001 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 -2 -6 9 8 23 12 11 25 14 15 18 16 -14 22 21 -20 -17 -1 -16 24 -8 -11 right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12 -13 13 -15 17 20 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.00080275222661066307 4.3468351954680227 -10.46837175766627 4.50190421962738 10.217229062357257 0.94637065202761916 -5.8605339576579913 0.43872714996337892 -5.3149499177932737 11.80202595270597 -1.9347704421997072 -5.2930226173916379 3.6891038894653323 -0.30850826292922817 4.4893345346758444 -1.1552035384350701 -0.13926519104928681 4.7451654772758483 -2.72175390625 -0.28333609386285147 -1.9577335839818504 -2.3783241016387939 -0.72171273524199087 0.68897324848175046 0.77593587966192334 -1.7275605964660645 -1.4571634979248047 leaf_weight=361342 52 24 20 31 39 27 24 24 26 25 37 24 97 31 38 33 20 25 90 36 25 123 20 21 22 20 leaf_count=361342 52 24 20 31 39 27 24 24 26 25 37 24 97 31 38 33 20 25 90 36 25 123 20 21 22 20 internal_value=0 1.3484 -3.6637 2.82848 0.887368 -1.83827 0.000360522 1.43685 3.17925 -0.000103777 -1.74355 0.159797 0.000406903 0.680066 1.97876e-05 0.00528088 0.555368 -1.18268 0.000291265 -0.761735 -1.10438 0.000556893 -0.519281 -0.166899 -0.597324 -1.7225 internal_weight=0 193 44 149 118 66 362103 117 93 361986 106 69 361880 206 361674 175 117 83 361591 126 58 361465 58 67 46 45 internal_count=362296 193 44 149 118 66 362103 117 93 361986 106 69 361880 206 361674 175 117 83 361591 126 58 361465 58 67 46 45 is_linear=0 shrinkage=0.01 Tree=777 num_leaves=27 num_cat=1 split_feature=0 13 7 1 3 1 16 5 16 3 3 6 6 6 5 19 1 6 0 13 24 1 0 26 26 26 split_gain=3.43558e+06 1.41283e+07 2.70453e+07 2.79166e+07 2.35462e+07 9.74435e+06 3.39434e+06 2.36702e+06 1.3519e+07 2.89771e+07 3.15877e+06 7.01871e+06 1.75093e+06 933183 5.18973e+06 1.05559e+06 1.49365e+06 859685 1.46304e+06 568353 510970 1.63351e+06 778154 186738 123804 95576.1 threshold=2773.7250000000004 345.91750000000008 148.25225000000003 1461.4925000000003 353.54500000000002 355.00374000000005 1159.9970000000001 2763.7525000000005 18.613000000000003 1278.9218000000003 2692.2960000000003 889.19240000000013 22.696000000000005 1913.0125000000005 1530.4632000000001 48.400500000000008 104.96200000000002 1520.8892800000003 746.42750000000012 29.390000000000004 0 110.163324 87.006000000000014 2022.5000000000002 2022.5000000000002 2022.5000000000002 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 left_child=7 2 4 -4 5 25 -3 10 9 24 13 12 23 17 15 16 -15 20 19 -19 21 -1 -22 -12 -9 -2 right_child=1 6 3 -5 -6 -7 -8 8 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 -21 22 -23 -24 -25 -26 -27 leaf_value=-0.024428667703930953 1.1809617165596256 -6.8696794660091403 1.9292612788988197 18.083493445754051 -7.2961390403009228 8.640993170304732 -1.0435869297981262 -0.49490561700636343 -4.117575116157532 13.094425799328349 -0.35818801879882811 -5.2400924801182098 2.4110086789338485 -0.59576195870126991 4.4444412822108115 -2.0429289059205487 1.3899036740565647 0.089238008667440971 -2.9304206071450158 -1.6826959925112517 0.00080837042093516497 -0.40885018497121861 0.079647530147710338 -1.6336810952966863 0.39881401984922349 0.3588240931584285 leaf_weight=29108 31 20 23 20 31 22 20 31 32 23 24 37 23 84 31 22 69 85 26 23 318251 1149 13032 22 31 26 leaf_count=29108 31 20 23 20 31 22 20 31 32 23 24 37 23 84 31 22 69 85 26 23 318251 1149 13032 22 31 26 internal_value=0 1.33491 2.71832 9.44286 0.0896434 2.98786 -3.95663 0.000356916 1.42248 3.50815 -0.000102739 -1.72611 0.158199 0.000402834 0.673265 0.00522807 0.299734 1.95897e-05 -0.800804 -0.288118 0.000316404 -0.0390141 0.00390962 -0.968206 -0.0480458 0.805952 internal_weight=0 193 153 43 110 79 40 362103 117 85 361986 106 69 361880 206 175 153 361674 134 108 361540 30257 331283 46 62 57 internal_count=362296 193 153 43 110 79 40 362103 117 85 361986 106 69 361880 206 175 153 361674 134 108 361540 30257 331283 46 62 57 cat_boundaries=0 1 cat_threshold=128 is_linear=0 shrinkage=0.01 Tree=778 num_leaves=21 num_cat=0 split_feature=0 15 19 4 2 1 19 9 9 2 4 3 20 1 20 14 4 11 2 26 split_gain=3.36721e+06 1.38794e+07 2.39648e+07 2.09041e+07 1.09045e+07 7.33509e+06 1.93681e+06 2.48318e+06 2.00057e+06 1.26221e+07 5.56161e+06 6.9115e+06 1.20357e+06 957594 614967 616824 562986 481415 421981 338883 threshold=2773.7250000000004 56.88600000000001 236.93870000000004 2632.2792750000003 92.941000000000017 1891.4572200000002 2191.9772225000002 787.73500000000001 2724.2674800000009 1800.6974500000001 2632.2792750000003 1471.8415000000002 2447.4425000000006 117.95700000000001 1458.1004000000003 338.15137500000003 1876.5445000000002 26.141250000000007 257.07623000000007 2022.5000000000002 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 -2 -6 8 -8 10 13 12 18 14 17 16 -16 -1 -10 19 -12 right_child=1 2 -4 -5 5 -7 7 -9 9 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=0.00072826932373067001 4.2837867001386796 -10.350333799521129 4.4711971673965456 10.08656684813961 0.93452273148756759 -5.8459582992836285 -0.30829345756285903 -4.6817589397430419 -0.21395669698715211 8.5145764045715335 -1.3364451289176942 -6.7495786629731835 2.1950200397491453 0.99396441268920899 -0.27457416754961012 -2.3910133551983606 0.66404478120617572 -2.2422335205078125 -1.8630297313417707 0.24741544590677536 leaf_weight=361624 52 24 20 31 39 27 37 20 22 20 22 26 25 30 40 21 128 25 28 35 leaf_count=361624 52 24 20 31 39 27 37 20 22 20 22 26 25 30 40 21 128 25 28 35 internal_value=0 1.32156 -3.61327 2.77883 0.859004 -1.83931 0.000353347 -1.84284 0.000643537 1.43657 0.000258717 -2.2378 0.000945281 -0.40187 0.000793678 -1.00318 0.000962973 -1.29283 -0.85773 -0.363899 internal_weight=0 193 44 149 118 66 362103 57 362046 97 361949 111 361838 77 361813 61 361752 47 85 57 internal_count=362296 193 44 149 118 66 362103 57 362046 97 361949 111 361838 77 361813 61 361752 47 85 57 is_linear=0 shrinkage=0.01 Tree=779 num_leaves=22 num_cat=0 split_feature=0 13 12 9 2 3 16 19 6 9 6 4 3 20 6 8 20 14 4 7 3 split_gain=3.3002e+06 1.37393e+07 2.7528e+07 1.1165e+07 5.87285e+06 7.01869e+06 3.34376e+06 1.89826e+06 2.6874e+06 1.96076e+06 1.34818e+07 5.45093e+06 6.77396e+06 1.17962e+06 968528 721919 602729 604549 551783 233601 33587.4 threshold=2773.7250000000004 345.91750000000008 23.455384000000006 12.515000000000002 92.941000000000017 2692.2960000000003 1159.9970000000001 2191.9772225000002 415.75000000000006 2724.2674800000009 1913.0125000000005 2632.2792750000003 1471.8415000000002 2447.4425000000006 797.20500000000004 42.484360000000002 1458.1004000000003 338.15137500000003 1876.5445000000002 57.965000000000011 55.204000000000015 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 4 -2 -6 -3 9 -9 11 14 13 15 16 19 20 18 -18 -1 -11 -13 right_child=1 6 -4 -5 5 -7 -8 8 -10 10 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 leaf_value=0.00072098658914939123 4.7014940358125248 -6.8011027327775961 13.023193786361 -5.3918696179597267 -2.9211047270803738 4.2750619125366214 -1.0185766453742982 -0.22800874963000012 -4.777764600753784 0.53588730414708463 7.7490018127441411 -1.4347120093447823 -6.6820828399291408 2.1730698856353761 -2.5820425959995816 0.20052100431274725 -0.2718284242451191 -2.3671032335077014 0.65740431454032666 -0.83926970163981129 -1.9712676753997804 leaf_weight=361624 52 20 22 23 33 23 20 37 20 30 25 28 26 25 21 37 40 21 128 21 20 leaf_count=361624 52 20 22 23 33 23 20 37 20 30 25 28 26 25 21 37 40 21 128 21 20 internal_value=0 1.30835 2.67258 0.93431 2.28155 0.0344637 -3.90984 0.000349814 -1.82441 0.000637102 1.42221 0.00025613 -2.21542 0.000935828 -0.774596 -0.849153 0.000785742 -0.993153 0.000953343 -0.0303538 -1.65828 internal_weight=0 193 153 131 108 56 40 362103 57 362046 97 361949 111 361838 72 85 361813 61 361752 51 48 internal_count=362296 193 153 131 108 56 40 362103 57 362046 97 361949 111 361838 72 85 361813 61 361752 51 48 is_linear=0 shrinkage=0.01 Tree=780 num_leaves=19 num_cat=0 split_feature=12 3 19 9 2 6 3 1 3 13 0 12 7 6 0 19 14 18 split_gain=5.73423e+06 9.52407e+06 1.6798e+06 1.94389e+06 1.95998e+07 2.07945e+06 1.17357e+07 1.33536e+06 1.18098e+06 2.16589e+07 9.69722e+06 967372 1.22164e+06 870563 852192 525540 1.91063e+06 829524 threshold=2813.3566500000006 1854.9329420000001 2812.9105000000004 2724.2674800000009 1800.6974500000001 2871.8940000000007 1854.9329420000001 206.48775000000003 2692.2960000000003 267.20500000000004 1114.9175000000002 596.83500000000015 654.14525000000003 1295.575 65.403650000000013 222.42400000000001 406.52823000000006 419.02025000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 3 5 11 8 7 -7 15 10 -10 12 -5 14 -2 17 -17 -1 right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 leaf_value=2.4037539515896731e-05 -1.0836781491493357 -7.8995773049195614 -2.4063758030431024 -0.5276255098070417 9.7207237217643048 -0.59496074599027637 -7.2150474739074708 2.145729413032532 1.6654068051851711 10.171445972805932 -5.0321464363304349 0.89039554595947268 -3.5784796760195774 -2.3985957794189456 1.49387485338294 0.014009130974903222 0.96179419899394758 -0.38109474611553285 leaf_weight=360897 29 24 29 35 22 40 26 32 52 21 37 20 21 20 23 1112 263 572 leaf_count=360897 29 24 29 35 22 40 26 32 52 21 37 20 21 20 23 1112 263 572 internal_value=0 -2.44406 0.000271956 0.000464143 1.40866 8.40229e-05 -1.45639 0.623124 0.000477281 1.03647 -1.11897 -0.997461 -1.6717 -0.625548 0.0563934 0.000163208 0.195295 -0.000579057 internal_weight=0 96 363179 363150 98 363052 98 72 362954 110 89 76 56 72 52 362844 1375 361469 internal_count=363275 96 363179 363150 98 363052 98 72 362954 110 89 76 56 72 52 362844 1375 361469 is_linear=0 shrinkage=0.01 Tree=781 num_leaves=19 num_cat=0 split_feature=12 3 19 8 6 6 3 7 1 13 3 0 1 10 10 7 1 7 split_gain=5.62012e+06 9.33454e+06 1.64637e+06 1.96236e+06 1.26343e+07 1.43331e+06 1.15461e+07 1.69725e+06 1.6602e+06 1.51018e+07 8.99639e+06 1.53303e+06 3.76634e+06 1.15693e+06 847538 676501 178359 244896 threshold=2813.3566500000006 1854.9329420000001 2812.9105000000004 2877.4750000000008 1913.0125000000005 2871.8940000000007 1854.9329420000001 164.82050000000001 2779.5510000000008 236.29600000000002 1107.1660000000004 2773.7250000000004 4.7879500000000013 1528.9670000000003 83.03100000000002 1888.9124200000003 469.42150000000009 19.649875000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 13 3 5 16 8 7 -7 11 10 -10 15 -13 14 -2 -1 17 -5 right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=8.6595494089938349e-05 -1.1205328488647939 -7.8205817898114525 -2.3823120683637162 -0.30853357141668147 8.4624534416198731 -0.58208165539635548 -7.250529132684072 2.4036965179443359 1.4346893101245508 9.1342066867053511 -4.6973959607066531 0.80535564846462682 -2.7806744173169138 -2.594723615419297 1.4582097380894883 0.61159605497813363 0.092114139738537021 -1.8374696750640869 leaf_weight=362526 25 24 29 22 20 45 24 33 87 20 33 54 64 21 26 181 21 20 leaf_count=362526 25 24 29 22 20 45 24 33 87 20 33 54 64 21 26 181 21 20 internal_value=0 -2.41961 0.000269236 0.000459502 1.53791 0.000108029 -1.18514 0.681132 0.000441106 1.0892 -0.251634 2.09965e-05 -1.13961 -0.619293 0.19412 0.000391754 -0.660361 -1.0366 internal_weight=0 96 363179 363150 83 363067 102 78 362965 140 120 362825 118 72 51 362707 63 42 internal_count=363275 96 363179 363150 83 363067 102 78 362965 140 120 362825 118 72 51 362707 63 42 is_linear=0 shrinkage=0.01 Tree=782 num_leaves=25 num_cat=0 split_feature=12 3 19 4 12 3 6 6 0 13 3 1 4 0 3 0 19 14 19 12 16 2 1 26 split_gain=5.50828e+06 9.14878e+06 1.61361e+06 2.53339e+06 3.4978e+07 1.86168e+07 4.44579e+06 848547 828649 709812 1.51588e+06 1.66536e+06 2.3158e+06 1.2679e+06 1.50734e+06 1.0906e+06 588732 3.2515e+06 4.98634e+06 728911 583035 581975 543806 144010 threshold=2813.3566500000006 1854.9329420000001 2812.9105000000004 2632.2792750000003 85.539750000000012 2692.2960000000003 137.63850000000005 1295.575 65.403650000000013 518.6631000000001 802.00500000000011 1461.4925000000003 1517.5820000000001 688.40820000000008 369.71584999999999 531.67662500000017 222.42400000000001 406.52823000000006 306.43000000000006 1922.9850000000004 577.05000000000007 420.88550000000004 1891.4572200000002 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 7 3 9 5 6 23 8 -2 16 13 12 -12 15 -15 -11 19 21 -19 22 -13 -18 -1 -5 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 11 20 -14 14 -16 -17 17 18 -20 -21 -22 -23 -24 -25 leaf_value=0.0002179069480742269 -1.0640487685491298 -7.7423757870992027 -2.3584889449744391 -2.3455662796043213 9.401546156223004 -9.8757466316223148 2.9287785945794518 -2.3635849428176878 1.4776494944613914 -0.03968322758016915 -1.046415482331545 -0.49794011402130123 -4.5827539097179066 -1.9911586328264741 0.15494191137949626 1.667341215549371 -0.043759387464507429 5.4908955595228406 0.74517640847500743 1.4861796968633478 1.9166714496612549 0.88289114377270017 -0.47595078782737255 -1.174445303763662 leaf_weight=360287 29 24 29 21 39 22 39 20 23 928 117 20 22 72 60 39 947 27 123 33 20 73 240 21 leaf_count=360287 29 24 29 21 39 22 39 20 23 928 117 20 22 72 60 39 947 27 123 33 20 73 240 21 internal_value=0 -2.39542 0.000266544 0.000454907 1.33589 -1.7181 0.497557 -0.6131 0.0601639 -6.74823e-05 -0.235323 -1.0887 -1.60612 -0.09633 -1.01566 0.0291626 0.000763682 0.224719 1.59941 3.69558e-05 0.709366 0.0225597 -9.90748e-05 -1.76001 internal_weight=0 96 363179 363150 142 103 81 72 52 363008 1278 179 139 1099 132 967 361730 1170 150 360560 40 1020 360527 42 internal_count=363275 96 363179 363150 142 103 81 72 52 363008 1278 179 139 1099 132 967 361730 1170 150 360560 40 1020 360527 42 is_linear=0 shrinkage=0.01 Tree=783 num_leaves=34 num_cat=4 split_feature=12 3 25 7 6 3 3 6 0 10 5 24 10 8 8 0 10 6 13 5 7 13 11 5 10 3 5 25 1 0 25 8 7 split_gain=5.39866e+06 8.96672e+06 1.18833e+06 2.57268e+07 6.33816e+07 4.97509e+06 3.34466e+06 9.57701e+06 8.4079e+06 3.89666e+06 1.89191e+06 1.18817e+06 1.12709e+06 1.00217e+06 3.44056e+06 1.59677e+06 826356 826105 1.90999e+06 3.13645e+06 2.15113e+06 2.13025e+06 980075 667882 2.99832e+06 2.38422e+06 871991 2.84577e+06 1.14467e+06 556165 424570 147719 32795 threshold=2813.3566500000006 1854.9329420000001 0 148.25225000000003 26.616300000000006 1471.8415000000002 2692.2960000000003 2871.8940000000007 2773.7250000000004 686.95125000000019 337.81075000000004 1 1528.9670000000003 59.367000000000004 375.74740000000003 428.79030000000006 83.03100000000002 1913.0125000000005 9.1167500000000015 284.82500000000005 759.38475000000005 1950.3035000000002 760.25000000000011 1121.68056 1528.9670000000003 1471.8415000000002 543.59225000000015 2 2779.5510000000008 196.47460000000004 3 145.83500000000001 903.12057500000003 decision_type=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 9 2 2 9 2 2 left_child=2 12 3 5 32 11 17 8 9 10 -8 29 16 15 -15 -13 -2 23 19 31 -21 22 -20 26 25 -25 28 -28 -4 30 -1 -19 -5 right_child=1 -3 6 4 -6 -7 7 -9 -10 -11 -12 13 -14 14 -16 -17 -18 18 21 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=0.39482500021436573 -1.1022339324951171 -7.6649521366755167 -0.0014396554762205309 -0.65623610236428009 21.239265056610108 -4.3985638893127446 0.91405535639548785 -7.7756343496413454 -6.1730614217122399 -2.582893592643738 4.4440201291170984 0.3201383421995353 -2.5567616440000989 4.4623500575190009 -1.1360976500738236 -2.0237676343123119 1.4440807993595417 -0.3923491352009324 -2.6119461580224943 5.4429368599978361 1.6274223285251193 1.9638720703125001 0.092841342517307815 -0.33541890421711595 2.4149847353471294 -2.8156745774405345 1.7118115798567164 0.10634935047391986 1.2340943190097808 -1.637652874522739 -0.28232660747176908 0.61626991033554079 -0.096733637809753414 leaf_weight=103 25 24 359075 22 20 25 49 21 21 25 22 932 21 23 21 30 26 53 37 22 45 23 21 502 37 42 112 1210 75 27 544 20 20 leaf_count=103 25 24 359075 22 20 25 49 21 21 25 22 932 21 23 21 30 26 53 37 22 45 23 21 502 37 42 112 1210 75 27 544 20 20 internal_value=0 -2.37146 0.000263879 0.258228 6.58731 0.0295938 -0.00100447 -1.55752 -0.441448 0.812342 2.00785 0.095489 -0.606969 0.311449 1.79036 0.247044 0.195887 -0.000409933 0.610797 1.31793 2.88028 -0.611399 -1.63263 -0.000784052 -0.33956 -0.526909 -0.000238021 0.256117 -0.00118164 -0.228085 -0.172788 -0.116015 -0.389806 internal_weight=0 96 363179 1767 62 1705 361412 138 117 96 71 1680 72 1006 44 962 51 361274 221 140 67 81 58 361053 581 544 360472 1322 359150 674 647 73 42 internal_count=363275 96 363179 1767 62 1705 361412 138 117 96 71 1680 72 1006 44 962 51 361274 221 140 67 81 58 361053 581 544 360472 1322 359150 674 647 73 42 cat_boundaries=0 6 7 12 17 cat_threshold=0 0 0 4194304 2048 5120 481 1048576 1024 1572864 0 4096 0 0 0 0 2048 is_linear=0 shrinkage=0.01 Tree=784 num_leaves=23 num_cat=0 split_feature=12 3 9 2 6 1 5 5 4 13 0 5 10 9 13 3 1 7 5 11 2 5 split_gain=5.29123e+06 8.78828e+06 1.57553e+06 1.5626e+07 2.6907e+06 1.3399e+07 2.44201e+06 1.75923e+06 1.66305e+06 3.06387e+07 1.15223e+07 4.86087e+06 1.10466e+06 878301 739940 2.30589e+06 1.22023e+06 822431 3.20581e+06 837732 265408 243264 threshold=2813.3566500000006 1854.9329420000001 2724.2674800000009 1800.6974500000001 2871.8940000000007 1461.4925000000003 284.82500000000005 575.25150000000008 2632.2792750000003 299.07800000000003 1114.9175000000002 362.02000000000004 1528.9670000000003 197.70787500000003 518.6631000000001 1854.9329420000001 554.77325000000008 608.55210000000022 2763.7525000000005 161.36575000000002 9.5875000000000004 0.76750000000000018 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 12 4 7 8 6 20 21 14 10 11 -10 13 -2 17 16 -16 19 -19 -1 -6 -4 right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.0017010897262012019 -0.8601448114456669 -7.5883024263381955 -0.29269787614995785 8.2944087235132855 -0.24024584681899458 -7.9778859786987306 2.8866213621916592 -2.6026856613159182 -0.64430178425528783 12.447086316585542 -6.2970082232157392 5.3014343872070313 -2.5311940403495514 1.8277419114559887 -0.011832007773166606 -2.7029788512152595 -0.81798913343781565 0.19348017138543955 4.2301456222534179 0.14159563293049135 -1.7601249384880067 1.2311339950561524 leaf_weight=356274 31 24 22 24 27 25 27 35 44 20 30 20 21 20 967 37 233 1207 20 4127 20 20 leaf_count=356274 31 24 22 24 27 25 27 35 44 20 30 20 21 20 967 37 233 1207 20 4127 20 20 internal_value=0 -2.34775 0.000261771 1.24906 -8.56159e-05 -1.64846 0.48986 -0.946892 0.000363967 1.20799 -1.18331 1.21374 -0.600899 0.193928 -1.54289e-05 -0.244174 -0.168361 0.00081975 0.259277 -6.01798e-05 -0.887003 0.432936 internal_weight=0 96 363179 101 363078 99 74 77 362979 114 94 64 72 51 362865 1237 1200 361628 1227 360401 47 42 internal_count=363275 96 363179 101 363078 99 74 77 362979 114 94 64 72 51 362865 1237 1200 361628 1227 360401 47 42 is_linear=0 shrinkage=0.01 Tree=785 num_leaves=29 num_cat=1 split_feature=8 24 7 5 7 8 9 13 5 0 7 1 1 0 0 12 12 10 0 3 5 7 11 2 12 5 2 26 split_gain=1.69672e+06 1.18346e+07 5.24831e+07 9.61935e+06 4.91754e+06 1.45105e+07 6.66864e+06 4.79544e+06 3.982e+06 3.21883e+06 2.43185e+07 2.72511e+07 7.60021e+06 1.63109e+06 1.0805e+06 1.15333e+06 908873 2.49595e+06 6.9267e+06 2.41762e+06 1.68786e+06 4.94357e+06 898700 1.22506e+06 854948 569462 497358 361919 threshold=1926.0125000000005 0 2690.3565000000003 2763.7525000000005 2690.3565000000003 1128.2175000000002 7.2255000000000011 153.39150000000004 483.99125000000009 2773.7250000000004 148.25225000000003 2779.5510000000008 13.870700000000001 28.443000000000001 1501.0951200000002 119.62250000000002 1521.0400000000002 2855.9890500000006 150.05350000000004 1471.8415000000002 2763.7525000000005 512.23350000000016 1602.5343235000003 365.68050000000005 1280.6000000000004 72.753750000000011 1254.2925000000002 2022.5000000000002 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 2 8 14 9 6 -6 -8 13 16 11 12 27 -2 15 25 17 20 -19 22 24 -22 23 -18 -1 -3 -10 -11 right_child=1 3 -4 -5 5 -7 7 -9 26 10 -12 -13 -14 -15 -16 -17 19 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.0016379683806028794 0.13435861928122383 1.1302693601335798 17.1955649358576 -7.132318365677544 3.1924144768714906 -9.846825992584229 -6.2460699971516931 0.51194940203712103 -3.4687881660461426 1.8068561485835486 5.4918199103587382 -14.125824955758594 -5.0078564616612029 3.6126852629734918 1.7316408722217267 -1.8870795927292261 -0.070553229255676281 -1.3343601491658583 6.7123556489944463 -3.9689450458288196 -0.12918793373107909 5.7534138603210456 1.6384222266787576 -2.0811985759437084 1.013395861516516 -0.98499560165405275 -1.2386368112564088 0.11389261162799338 leaf_weight=362748 28 35 22 23 32 20 21 21 20 28 37 21 35 26 26 39 125 23 20 20 50 20 21 40 83 20 20 23 leaf_count=362748 28 35 22 23 32 20 21 21 20 28 37 21 35 26 26 39 125 23 20 20 50 20 21 40 83 20 20 23 internal_value=0 0.807292 3.03052 -1.12913 -0.00238212 -2.28932 -0.246747 -2.86706 0.0376953 -0.0017904 -1.49659 -3.91314 -1.41934 1.80911 -0.072616 -0.571666 -0.00119766 -0.000820766 2.4083 -0.665238 -0.00110622 1.55156 -0.310001 -0.557982 -0.00140577 0.361082 -2.35371 1.04336 internal_weight=0 259 116 143 363388 94 74 42 94 363294 144 107 86 54 120 94 363150 362944 43 206 362901 70 186 165 362831 55 40 51 internal_count=363647 259 116 143 363388 94 74 42 94 363294 144 107 86 54 120 94 363150 362944 43 206 362901 70 186 165 362831 55 40 51 cat_boundaries=0 1 cat_threshold=2818 is_linear=0 shrinkage=0.01 Tree=786 num_leaves=30 num_cat=2 split_feature=4 10 6 12 1 0 1 1 5 1 11 9 5 18 10 0 12 0 8 24 1 1 25 8 8 0 10 11 26 split_gain=2.33845e+06 3.74104e+07 5.91783e+07 1.03155e+07 2.20368e+07 6.47955e+06 1.80434e+07 2.97875e+06 6.49659e+06 1.50554e+06 1.26216e+06 1.18574e+06 1.57534e+06 1.72493e+06 859994 7.46997e+06 804198 649874 632440 606602 2.12566e+06 1.48109e+06 8.6747e+06 990503 806912 540724 478355 99062.7 70410.4 threshold=2632.2792750000003 16.208500000000004 137.63850000000005 1280.6000000000004 959.97700000000009 2773.7250000000004 2779.5510000000008 125.62000000000002 53.202500000000008 94.638950000000008 531.428 1889.5600000000002 575.25150000000008 499.08750000000003 2855.9890500000006 162.71250000000001 1092.2600000000002 412.47230000000008 514.22900000000016 0 469.42150000000009 402.26250000000005 1 1926.0125000000005 1128.2175000000002 2.9545000000000008 543.30775000000006 192.02450000000002 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 9 2 2 2 2 2 2 left_child=5 2 9 4 -3 11 7 28 -9 -2 -10 14 17 16 19 -16 26 18 27 20 23 25 -23 -1 -22 -21 -14 -13 -7 right_child=1 3 -4 -5 -6 6 -8 8 10 -11 -12 12 13 -15 15 -17 -18 -19 -20 21 24 22 -24 -25 -26 -27 -28 -29 -30 leaf_value=-0.025531227485108391 -0.18328827107774801 -0.67923595647811896 14.868951502824441 0.3001882825578962 -14.762242610931397 1.4056328003982017 -10.240226720727007 -6.1848702621459966 2.1725534992218019 -3.7496840076446536 -1.3801348614692688 0.38626791200704047 -0.70273413839794341 -4.3657297706604004 -1.5917699402767946 6.1102006139755245 0.54768551219593398 1.2136541327834129 -1.9621984845116027 -0.002697863508288469 -0.56253125285904026 2.9759765169803085 0.11937206029535674 1.7919732894897462 -2.1351783708844865 0.037552497888943263 -2.7902421287868333 -0.47796646685827349 0.70879088401794432 leaf_weight=60172 29 25 39 35 20 29 23 24 20 20 20 36 21 20 34 20 22 32 21 261421 481 101 2583 30 35 38261 23 21 29 leaf_count=60172 29 25 39 35 20 29 23 24 20 20 20 36 21 20 34 20 22 32 21 261421 481 101 2583 30 35 38261 23 21 29 internal_value=0 1.17774 5.67705 -3.77149 -6.93835 -0.00233258 -2.11583 -0.584182 -2.0717 -1.63896 0.396209 -0.00148912 -0.779079 -1.79301 -0.00106942 1.26081 -1.01339 0.0136283 -0.47869 -0.0012571 -0.0300984 0.00453536 0.2384 -0.0246255 -0.669203 0.00244098 -1.79393 0.0678658 1.05721 internal_weight=0 168 88 80 45 363479 145 122 64 49 40 363334 196 86 363138 54 66 110 78 363084 60718 302366 2684 60202 516 299682 44 57 58 internal_count=363647 168 88 80 45 363479 145 122 64 49 40 363334 196 86 363138 54 66 110 78 363084 60718 302366 2684 60202 516 299682 44 57 58 cat_boundaries=0 1 6 cat_threshold=2176 16384 0 134217808 0 16384 is_linear=0 shrinkage=0.01 Tree=787 num_leaves=26 num_cat=1 split_feature=4 10 2 12 1 0 1 5 1 5 11 17 13 20 4 11 24 1 0 10 2 8 5 4 0 split_gain=2.29191e+06 3.66659e+07 6.87649e+07 1.01103e+07 2.15983e+07 6.35061e+06 1.76843e+07 3.2481e+06 2.91947e+06 6.36731e+06 1.23704e+06 778222 1.66779e+06 937052 1.19506e+06 664565 615715 2.29807e+06 1.30294e+06 3.33644e+06 1.2907e+06 1.10837e+06 959193 502166 383456 threshold=2632.2792750000003 16.208500000000004 2593.0505000000003 1280.6000000000004 959.97700000000009 2773.7250000000004 2779.5510000000008 483.99125000000009 125.62000000000002 53.202500000000008 531.428 2732.1750000000006 796.16700000000014 834.96350000000007 861.89750000000015 912.26085000000012 0 469.42150000000009 122.50250000000001 2855.9890500000006 1092.7150000000004 1926.0125000000005 834.63750000000016 398.06500000000005 15.5815 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=5 2 7 4 -3 11 8 24 -7 -10 -11 13 -13 16 15 23 17 21 22 -20 -19 -1 -18 -15 -2 right_child=1 3 -4 -5 -6 6 -8 -9 9 10 -12 12 -14 14 -16 -17 18 20 19 -21 -22 -23 -24 -25 -26 leaf_value=-0.02555289782491587 0.046785888350926917 -0.67244363346099856 21.409824740546092 0.2971863196236747 -14.614620288848878 1.0466398383831155 -10.13782444373421 4.0466046714782715 -6.1230214548110959 2.1508278751373293 -1.3663335003852846 -0.59210049828957945 3.4428450880050661 -0.39063120828787234 -2.8022007693415105 -1.8944236047451313 0.0016115933971528518 -0.889943452608425 0.11292427679009651 4.2017564070224767 0.61839663989727311 1.9644958700452533 -0.48123567149477098 1.1624973106384278 -1.7700274540129164 leaf_weight=60138 26 25 21 35 20 58 23 20 24 20 20 21 20 157 23 26 292778 446 9176 20 65 28 412 24 21 leaf_count=60138 26 25 21 35 20 58 23 20 24 20 20 21 20 157 23 26 292778 446 9176 20 65 28 412 24 21 internal_value=0 1.16597 5.62028 -3.73377 -6.86897 -0.0023084 -2.09467 0.671313 -0.57834 -2.05098 0.392247 -0.00147337 1.37617 -0.00162885 -0.639717 -0.39944 -0.00122462 -0.0302934 0.00460918 0.121817 -0.69808 -0.0246268 0.000933081 -0.184692 -0.764982 internal_weight=0 168 88 80 45 363479 145 67 122 64 40 363334 41 363293 230 207 363063 60677 302386 9196 511 60166 293190 181 47 internal_count=363647 168 88 80 45 363479 145 67 122 64 40 363334 41 363293 230 207 363063 60677 302386 9196 511 60166 293190 181 47 cat_boundaries=0 1 cat_threshold=2176 is_linear=0 shrinkage=0.01 Tree=788 num_leaves=26 num_cat=2 split_feature=4 10 7 8 2 0 1 1 4 9 6 10 20 13 3 24 1 1 25 2 0 10 10 6 26 split_gain=2.2463e+06 3.59437e+07 8.34455e+07 1.13621e+07 9.87115e+06 6.22424e+06 1.73324e+07 2.86137e+06 6.04922e+06 1.16208e+06 1.14715e+06 1.13886e+06 846383 749874 655187 601391 2.18924e+06 1.44936e+06 8.21832e+06 1.37297e+06 960323 659284 596734 539316 69009.2 threshold=2632.2792750000003 152.20455000000001 148.25225000000003 1926.0125000000005 285.51000000000005 2773.7250000000004 2779.5510000000008 125.62000000000002 321.65125000000006 1889.5600000000002 1295.575 543.30775000000006 2447.4425000000006 1532.2495000000001 542.09453100000007 0 469.42150000000009 402.26250000000005 1 1092.7150000000004 117.18350000000002 2855.9890500000006 1105.5920000000003 275.94813500000004 2022.5000000000002 decision_type=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 left_child=5 2 4 -3 -2 9 7 24 -9 12 13 -10 15 14 23 16 20 21 -19 -18 -1 -17 -12 -11 -7 right_child=1 3 -4 -5 -6 6 -8 8 11 10 22 -13 -14 -15 -16 17 19 18 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.0171490354901804 1.9748953787060013 -7.8370874840334839 19.740475728511811 -0.05192366935111381 -6.1749989252505104 1.3811101347824624 -10.036446204600127 -6.5905321369171146 1.5795742018326471 -0.62485721175519515 -0.6940712974185036 -1.6414077213832312 1.7694137431957102 1.4953198187351229 -1.936430882045201 0.0023728732782190322 -0.87258439287312528 2.8878538895079067 0.11952691329319814 0.6923527699708939 -0.24624363764359278 1.5369108268618583 -2.8504275501135625 1.137088097282078 0.69123659692961592 leaf_weight=58319 42 38 28 37 23 29 23 20 23 71 21 21 27 20 28 299663 452 102 2594 64 1889 28 33 23 29 leaf_count=58319 42 38 28 37 23 29 23 20 23 71 21 21 27 20 28 299663 452 102 2594 64 1889 28 33 23 29 internal_value=0 1.15431 5.30811 -3.99641 -0.908913 -0.00228531 -2.07373 -0.572557 -2.03047 -0.00145864 -0.771251 0.0422874 -0.00104315 -0.299475 -0.593704 -0.0011748 -0.0298904 0.00459258 0.235418 -0.678484 -0.0243368 0.00251624 -2.01184 -0.193743 1.03617 internal_weight=0 168 93 75 65 363479 145 122 64 363334 196 44 363138 142 122 363111 60724 302387 2696 516 60208 299691 54 94 58 internal_count=363647 168 93 75 65 363479 145 122 64 363334 196 44 363138 142 122 363111 60724 302387 2696 516 60208 299691 54 94 58 cat_boundaries=0 1 6 cat_threshold=2176 16384 0 134217808 0 16384 is_linear=0 shrinkage=0.01 Tree=789 num_leaves=26 num_cat=1 split_feature=4 10 7 2 8 2 0 1 1 4 4 17 13 20 4 11 24 1 0 10 2 8 10 4 26 split_gain=2.2016e+06 3.52821e+07 8.65186e+07 9.68886e+06 9.61511e+06 1.88556e+07 6.10038e+06 1.69875e+07 2.80443e+06 5.92884e+06 1.12555e+06 762163 1.63315e+06 921432 1.16731e+06 649463 591531 2.20761e+06 1.27138e+06 3.26425e+06 1.24006e+06 1.08695e+06 859251 493126 67635.9 threshold=2632.2792750000003 16.208500000000004 148.25225000000003 285.51000000000005 1926.0125000000005 1254.2925000000002 2773.7250000000004 2779.5510000000008 125.62000000000002 321.65125000000006 1291.5535000000002 2732.1750000000006 796.16700000000014 834.96350000000007 861.89750000000015 912.26085000000012 0 469.42150000000009 122.50250000000001 2855.9890500000006 1092.7150000000004 1926.0125000000005 2855.9890500000006 398.06500000000005 2022.5000000000002 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 2 3 -2 5 -3 11 8 24 -10 -11 13 -13 16 15 23 17 21 22 -20 -19 -1 -18 -15 -8 right_child=1 4 -4 -5 -6 -7 7 -9 9 10 -12 12 -14 14 -16 -17 18 20 19 -21 -22 -23 -24 -25 -26 leaf_value=-0.025051576200617764 2.0229009999837726 0.066120494008064273 20.823883738884561 -6.2392079925537107 -0.018900545019852489 -13.349745216369628 1.3672992232750201 -9.9360818900232726 -6.5246270389556891 -1.5575350553339178 1.6412640363519841 -0.58581402997175847 3.4070145912170409 -0.38865692436220545 -2.7715732798369035 -1.8747732360546405 0.0010548149738632739 -0.87226108138336733 0.11150568617007239 4.1558648222982884 0.6061924156775842 1.9456770188467842 -1.782958903533441 1.1504286154111225 0.68432431747173439 leaf_weight=60138 40 20 26 22 38 22 29 23 20 22 22 21 20 157 23 26 293163 446 9176 20 65 28 27 24 29 leaf_count=60138 40 20 26 22 38 22 29 23 20 22 22 21 20 157 23 26 293163 446 9176 20 65 28 27 24 29 internal_value=0 1.14276 5.51221 -0.908815 -3.66363 -6.96124 -0.00226163 -2.05299 -0.566831 -2.01016 0.0418645 -0.00144323 1.36191 -0.00159709 -0.634344 -0.396874 -0.00119625 -0.0296884 0.00452184 0.120302 -0.684199 -0.0241344 0.000890524 -0.184579 1.02581 internal_weight=0 168 88 62 80 42 363479 145 122 64 44 363334 41 363293 230 207 363063 60677 302386 9196 511 60166 293190 181 58 internal_count=363647 168 88 62 80 42 363479 145 122 64 44 363334 41 363293 230 207 363063 60677 302386 9196 511 60166 293190 181 58 cat_boundaries=0 1 cat_threshold=2176 is_linear=0 shrinkage=0.01 Tree=790 num_leaves=23 num_cat=0 split_feature=18 3 16 12 9 1 3 1 0 8 3 2 8 7 8 14 2 19 15 1 26 4 split_gain=8.63769e+06 9.40046e+06 1.80308e+07 3.31614e+07 1.08034e+07 1.33478e+07 9.28098e+06 3.23491e+06 6.23045e+06 1.02425e+07 4.2617e+06 3.04423e+06 822441 927274 720982 3.07298e+06 2.86153e+06 582663 1.23695e+06 905627 569205 480440 threshold=2924.8625000000006 2692.2960000000003 86.379500000000021 85.539750000000012 149.28375000000003 2779.5510000000008 13.508217500000002 2779.5510000000008 1266.1895000000002 607.31900000000007 507.85850000000005 197.43915000000001 2877.4750000000008 361.38350000000008 1926.0125000000005 573.0100000000001 204.32750000000004 222.42400000000001 202.18300000000002 1891.4572200000002 2022.5000000000002 970.01225000000011 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=1 7 3 4 5 11 -2 12 10 -10 20 -3 14 -14 17 16 -16 19 -19 -1 -9 -15 right_child=6 2 -4 -5 -6 -7 -8 8 9 -11 -12 -13 13 21 15 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.00016896386042839393 -0.39319430057819077 2.9945830624898275 -5.2903790591313298 12.727316734790802 -4.3335156306514033 10.065961772918701 -9.4541513807177555 -2.7397390572230025 -9.6818614487420955 -0.29209119503314679 3.0819364439646404 -1.4068210833000416 0.090380440247364538 -1.0071050498599099 0.21196459982130264 -2.3764340289433799 3.8827863254547119 0.011808238568285098 0.66911880309578819 -0.79892828169003338 -0.72831703143961291 -3.1727477273941043 leaf_weight=361022 26 30 26 32 27 20 20 24 21 26 30 33 39 21 54 24 35 971 406 142 34 20 leaf_count=361022 26 30 26 32 27 20 20 24 21 26 30 33 39 21 54 24 35 971 406 142 34 20 internal_value=0 0.000843962 2.36578 3.76761 1.16115 2.94857 -4.33274 -0.000250949 -1.54794 -4.48752 0.0220634 0.689086 0.00032506 -1.01349 0.000548704 0.799196 1.65555 0.000299774 0.205612 -0.000483015 -1.56063 -2.06352 internal_weight=0 363037 168 142 110 83 46 362869 135 47 88 63 362734 80 362654 113 89 362541 1377 361164 58 41 internal_count=363083 363037 168 142 110 83 46 362869 135 47 88 63 362734 80 362654 113 89 362541 1377 361164 58 41 is_linear=0 shrinkage=0.01 Tree=791 num_leaves=23 num_cat=0 split_feature=18 5 3 16 4 1 0 7 3 0 7 10 5 3 26 1 7 0 10 7 5 2 split_gain=8.4658e+06 9.4828e+06 9.21339e+06 1.7672e+07 3.21624e+07 3.17054e+06 6.10647e+06 9.26214e+06 4.17689e+06 2.55165e+06 4.20366e+06 639620 1.3607e+06 1.31724e+06 557878 535264 1.11166e+06 1.12577e+06 881565 662757 705020 490008 threshold=2924.8625000000006 312.83200000000005 2692.2960000000003 86.379500000000021 2632.2792750000003 2779.5510000000008 1266.1895000000002 284.06400000000002 507.85850000000005 1114.9175000000002 543.29875000000015 2855.9890500000006 1287.5327000000002 10.195000000000002 2022.5000000000002 8.7152500000000028 2690.3565000000003 1114.9175000000002 104.01250000000002 2690.3565000000003 1874.1882800000003 53.405000000000008 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 9 11 8 -8 14 10 21 15 13 -13 -7 19 17 -17 -18 20 -1 -4 right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12 12 -14 -15 -16 16 18 -19 -20 -21 -22 -23 leaf_value=-0.0036212231385855031 -0.30726294517517089 -9.4662089815139776 -0.61566608734130857 -5.2374753922682542 11.603200669539602 -2.7123416980107624 -9.1748713824423884 -0.27828619842529295 3.0511169969240828 -1.2111418794330799 5.7360584295363655 -0.48273590186664039 1.1700039905050528 -3.5634281502599299 -0.72103386682622572 0.031013039668148053 -3.1153446502685544 0.50670489521490203 -0.1462285556793213 1.3530495164129468 -0.92538046767912718 1.4843512763977051 leaf_weight=323373 26 20 25 26 38 24 22 25 30 38 21 35 23 23 34 38617 20 504 20 36 83 20 leaf_count=323373 26 20 25 26 38 24 22 25 30 38 21 35 23 23 34 38617 20 504 20 36 83 20 internal_value=0 -4.28941 0.000835522 2.34212 3.72994 -0.000248439 -1.53246 -4.44265 0.0218427 0.853165 2.04171 0.00032181 -0.888204 -1.70439 -1.54502 0.000520265 0.0354378 0.0371414 -1.63079 -0.00370675 -0.00385775 0.317675 internal_weight=0 46 363037 168 142 362869 135 47 88 104 66 362734 81 58 58 362653 39161 39121 40 323492 323456 45 internal_count=363083 46 363037 168 142 362869 135 47 88 104 66 362734 81 58 58 362653 39161 39121 40 323492 323456 45 is_linear=0 shrinkage=0.01 Tree=792 num_leaves=24 num_cat=1 split_feature=18 5 3 12 13 9 7 1 0 8 3 1 1 8 7 8 15 1 19 25 1 12 0 split_gain=8.29733e+06 9.29409e+06 9.03004e+06 1.75096e+07 5.65971e+07 1.59843e+07 7.68828e+06 3.10745e+06 5.98495e+06 9.88754e+06 4.09377e+06 1.35596e+06 1.1198e+06 808297 912155 707029 2.80337e+06 1.59649e+06 570400 1.45767e+06 888419 326487 314907 threshold=2924.8625000000006 312.83200000000005 2692.2960000000003 41.70600000000001 642.7482500000001 149.28375000000003 103.09827500000002 2779.5510000000008 1266.1895000000002 607.31900000000007 507.85850000000005 1891.4572200000002 22.341000000000005 2877.4750000000008 361.38350000000008 1926.0125000000005 202.18300000000002 103.99000000000001 222.42400000000001 0 1891.4572200000002 1092.2600000000002 117.18350000000002 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=2 -2 7 5 -5 6 11 13 10 -10 22 12 -4 15 -15 18 17 -17 20 -20 -1 -16 -9 right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12 -13 -14 14 21 16 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.00016966040685374956 -0.3041903334397536 -9.3715468811988831 0.22277596326974725 19.340914337851785 -1.631230252173639 -6.2931524408274688 7.7235204448699948 -0.81771109326680502 -9.5017668960207988 -0.27612215335552509 3.0206060512860615 -1.527709108352661 3.3701370010375982 0.090092901327671143 -1.175316133045015 0.25045229937579178 -1.7145063245296479 3.0688219532099636 1.2572132713596027 0.10122429858315547 -0.79130396127700808 -2.9605715065002443 -2.2922823057855881 leaf_weight=361022 26 20 26 22 31 29 20 30 21 26 30 20 20 39 21 37 32 44 110 1267 142 20 28 leaf_count=361022 26 20 26 22 31 29 20 30 21 26 30 20 20 39 21 37 32 44 110 1267 142 20 28 internal_value=0 -4.24652 0.000827167 2.3187 7.07419 0.127041 2.29199 -0.000245955 -1.51714 -4.39822 0.0216244 0.646072 1.59119 0.000318592 -1.00474 0.000540304 0.791422 1.78142 0.000293795 0.203434 -0.000480713 -2.04617 -1.52957 internal_weight=0 46 363037 168 53 115 86 362869 135 47 88 66 46 362734 80 362654 113 81 362541 1377 361164 41 58 internal_count=363083 46 363037 168 53 115 86 362869 135 47 88 66 46 362734 80 362654 113 81 362541 1377 361164 41 58 cat_boundaries=0 3 cat_threshold=66560 134217792 16 is_linear=0 shrinkage=0.01 Tree=793 num_leaves=24 num_cat=0 split_feature=18 5 3 12 13 9 7 1 8 3 4 1 1 8 7 8 14 1 19 5 1 4 4 split_gain=8.13221e+06 9.10914e+06 8.85034e+06 1.71684e+07 5.79013e+07 1.48594e+07 7.53528e+06 3.04561e+06 4.86677e+06 1.60446e+06 5.25055e+06 1.32898e+06 1.09751e+06 792213 894004 692958 2.98104e+06 2.14431e+06 559596 1.44816e+06 870740 470518 87548.7 threshold=2924.8625000000006 312.83200000000005 2692.2960000000003 85.539750000000012 642.7482500000001 149.28375000000003 103.09827500000002 2779.5510000000008 1548.5050000000003 507.85850000000005 1517.5820000000001 1891.4572200000002 22.341000000000005 2877.4750000000008 361.38350000000008 1926.0125000000005 573.0100000000001 103.99000000000001 222.42400000000001 1287.5327000000002 1891.4572200000002 970.01225000000011 1.7323 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 7 5 -5 6 11 13 9 22 -11 12 -4 15 -15 18 17 -17 20 -20 -1 -16 -9 right_child=1 -3 3 4 -6 -7 -8 8 -10 10 -12 -13 -14 14 21 16 -18 -19 19 -21 -22 -23 -24 leaf_value=-0.00016796388330988631 -0.30114843038412242 -9.2778314213752751 0.22054826076214132 19.890874853588286 -1.6149179544756489 -5.9046558996836351 7.6462850646972651 -3.4968662593762083 2.921842907496861 2.6339075010473079 -4.2749486626549205 -1.5124313993453979 3.3364357051849369 0.089191973025982196 -0.9802653430757069 -0.015050637381417412 -2.344257499376933 3.0942702472209933 0.14989936266973758 2.2396683580735153 -0.78339090810695167 -3.1234283208847047 -2.7350647336786444 leaf_weight=361022 26 20 26 21 31 30 20 48 21 22 22 20 20 39 21 42 24 47 1343 34 142 20 22 leaf_count=361022 26 20 26 21 31 30 20 48 21 22 22 20 20 39 21 42 24 47 1343 34 142 20 22 internal_value=0 -4.20405 0.00081927 2.29551 7.07011 0.155176 2.26907 -0.000243121 -1.50196 -2.31688 -0.820521 0.639611 1.57528 0.00031578 -0.994696 0.000535275 0.783508 1.62695 0.000291232 0.201499 -0.000475906 -2.02571 -3.25744 internal_weight=0 46 363037 168 52 116 86 362869 135 114 44 66 46 362734 80 362654 113 89 362541 1377 361164 41 70 internal_count=363083 46 363037 168 52 116 86 362869 135 114 44 66 46 362734 80 362654 113 89 362541 1377 361164 41 70 is_linear=0 shrinkage=0.01 Tree=794 num_leaves=23 num_cat=1 split_feature=18 5 3 16 4 1 0 8 3 12 0 5 8 7 8 14 2 19 25 1 26 4 split_gain=7.97038e+06 8.92787e+06 8.67422e+06 1.71936e+07 3.15434e+07 2.985e+06 5.90117e+06 9.63451e+06 3.95475e+06 2.70543e+06 1.15455e+06 1.72668e+06 776448 876213 679168 2.92172e+06 2.74015e+06 548460 1.43119e+06 853412 543563 461154 threshold=2924.8625000000006 312.83200000000005 2692.2960000000003 86.379500000000021 2632.2792750000003 2779.5510000000008 1266.1895000000002 607.31900000000007 507.85850000000005 10.521250000000002 1114.9175000000002 93.825125 2877.4750000000008 361.38350000000008 1926.0125000000005 573.0100000000001 204.32750000000004 222.42400000000001 0 1891.4572200000002 2022.5000000000002 970.01225000000011 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=2 -2 5 4 9 12 8 -8 20 10 11 -4 14 -14 17 16 -16 19 -19 -1 -7 -15 right_child=1 -3 3 -5 -6 6 7 -9 -10 -11 -12 -13 13 21 15 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.00016628413315645228 -0.29813693706805888 -9.1850531022548676 0.92791531767163959 -5.2037304628812358 11.438586683273316 -2.6358687150478364 -9.3856135005042667 -0.27877969668461727 2.9886254561742147 -2.0746110267162323 0.068278822217668803 4.62575451394786 0.088300052300477647 -0.97046269916352768 0.19804794806021231 -2.3208149290084839 3.7901713160446713 1.2436181404590607 0.098241780948480226 -0.77555699671238243 -0.67027400742558874 -3.092194037437439 leaf_weight=361022 26 20 28 26 38 24 21 26 30 25 28 23 39 21 54 24 35 110 1267 142 34 20 leaf_count=361022 26 20 28 26 38 24 21 26 30 25 28 23 39 21 54 24 35 110 1267 142 34 20 internal_value=0 -4.16201 0.000811077 2.27256 3.64146 -0.00024069 -1.48694 -4.34779 0.0410068 0.792505 1.69982 2.59557 0.000312622 -0.984749 0.000529923 0.775673 1.61068 0.000288319 0.199484 -0.000471147 -1.48362 -2.00545 internal_weight=0 46 363037 168 142 362869 135 47 88 104 79 51 362734 80 362654 113 89 362541 1377 361164 58 41 internal_count=363083 46 363037 168 142 362869 135 47 88 104 79 51 362734 80 362654 113 89 362541 1377 361164 58 41 cat_boundaries=0 3 cat_threshold=66560 134217792 16 is_linear=0 shrinkage=0.01 Tree=795 num_leaves=36 num_cat=4 split_feature=3 12 2 4 2 0 2 14 17 0 3 8 0 25 24 26 0 22 0 0 26 2 0 24 3 6 6 6 18 25 1 8 0 10 1 split_gain=2.57613e+06 1.84661e+07 6.1033e+07 1.96487e+07 9.38783e+06 3.882e+06 3.64496e+06 3.29337e+06 2.99237e+06 1.43596e+06 2.10396e+06 1.60586e+06 1.1371e+06 9.97614e+06 3.00102e+07 5.43705e+07 7.87992e+07 9.28829e+06 4.14845e+06 4.00984e+06 7.75084e+06 3.50879e+06 3.27291e+06 2.52556e+06 2.44704e+06 1.02156e+06 729937 665384 856621 571890 1.86611e+06 642652 567350 389084 58049.4 threshold=2692.2960000000003 41.70600000000001 2593.0505000000003 1876.5445000000002 1444.3300000000002 24.190470000000001 2593.0505000000003 824.98750000000007 205.21100000000004 1836.963 566.70675000000006 31.362500000000004 591.40200000000016 0 1 2022.5000000000002 1266.1895000000002 8.6540000000000017 2773.7250000000004 2773.7250000000004 2022.5000000000002 7.2721500000000008 885.78750000000014 2 1854.9329420000001 987.12000000000012 311.24100000000004 2871.8940000000007 2924.8625000000006 3 733.23400000000015 1329.5732400000002 172.16250000000002 14.450258500000002 11.949000000000002 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 1 2 2 2 2 2 9 2 2 2 2 2 left_child=6 3 7 4 5 -2 12 -3 9 10 32 -12 27 14 15 16 -14 18 -16 23 21 -21 -17 25 -25 -15 -22 28 29 30 -1 -31 34 -29 -8 right_child=1 2 -4 -5 -6 -7 8 -9 -10 -11 11 -13 13 19 17 22 -18 -19 -20 20 26 -23 -24 24 -26 -27 -28 33 -30 31 -32 -33 -34 -35 -36 leaf_value=-0.10227647604091736 1.6895376598473753 -4.7191614532470707 18.53745179279991 -7.4485749397277834 7.2853474153791158 -3.5961640787124636 -1.8629365687007491 0.95089578946431474 1.6782891607284547 -4.5614917936779209 1.9920888318334307 -1.9186528232835587 3.5228032770343858 -0.45443517382385984 -0.28833035221317305 1.3964452667236327 24.168125699799635 5.6127444281944863 -4.691513250599737 -7.7892335065205893 -0.70311385917663571 -2.1179133796691896 -3.2623670603099626 0.1841036172571246 3.2331738507306138 -2.0441725267063489 1.6900430626135605 -0.41934230604479389 1.973172473040494 0.0014118166365478014 -2.0303829462154237 -0.50679376161242107 -4.2442267074584956 -2.1822626774651663 -2.5995744247436523 leaf_weight=3187 33 20 23 35 21 24 23 21 24 21 21 21 51 497 307 25 29 26 23 24 25 20 38 1047 27 44 26 31 22 357254 51 249 20 21 20 leaf_count=3187 33 20 23 35 21 24 23 21 24 21 21 21 51 497 307 25 29 26 23 24 25 20 38 1047 27 44 26 31 22 357254 51 249 20 21 20 internal_value=0 1.20727 5.49917 -1.22355 1.56973 -0.536021 0.000555867 -1.81499 -1.55796 -2.17439 -1.69697 0.036718 0.00119984 0.227391 1.45577 5.17307 11.0067 -0.137953 -0.595219 -0.138769 -2.13617 -5.21136 -1.41363 -0.0221336 0.258351 -0.573136 0.516927 -0.00018496 -2.1924e-05 -0.00014226 -0.132237 0.00105782 -2.85275 -1.13129 -2.20556 internal_weight=0 177 64 113 78 57 363174 41 150 126 105 42 363024 2209 499 143 80 356 330 1710 95 44 63 1615 1074 541 51 360815 360763 360741 3238 357503 63 52 43 internal_count=363351 177 64 113 78 57 363174 41 150 126 105 42 363024 2209 499 143 80 356 330 1710 95 44 63 1615 1074 541 51 360815 360763 360741 3238 357503 63 52 43 cat_boundaries=0 6 7 8 14 cat_threshold=9437696 4 16 1073741824 16384 2147483648 22 403 1048576 0 0 65792 0 9437192 is_linear=0 shrinkage=0.01 Tree=796 num_leaves=33 num_cat=2 split_feature=3 12 2 4 2 0 2 14 17 0 3 8 0 25 0 22 0 26 26 2 11 2 1 6 6 18 25 1 8 0 9 1 split_gain=2.52486e+06 1.80986e+07 5.98184e+07 1.92577e+07 9.20101e+06 3.80475e+06 3.57242e+06 3.22783e+06 2.93282e+06 1.40739e+06 2.06209e+06 1.5739e+06 1.11447e+06 9.77762e+06 2.01753e+07 6.72922e+06 3.93004e+06 7.5966e+06 3.76112e+06 3.43896e+06 1.68257e+06 3.3544e+06 1.45908e+06 715412 652143 839575 560510 1.82898e+06 629863 556059 364260 56894.2 threshold=2692.2960000000003 41.70600000000001 2593.0505000000003 1876.5445000000002 1444.3300000000002 24.190470000000001 2593.0505000000003 824.98750000000007 205.21100000000004 1836.963 566.70675000000006 31.362500000000004 591.40200000000016 0 2773.7250000000004 8.6540000000000017 2773.7250000000004 2022.5000000000002 2022.5000000000002 7.2721500000000008 1602.5343235000003 720.28944000000013 1256.4300000000001 311.24100000000004 2871.8940000000007 2924.8625000000006 1 733.23400000000015 1329.5732400000002 172.16250000000002 6.7573500000000015 11.949000000000002 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 left_child=6 3 7 4 5 -2 12 -3 9 10 29 -12 24 14 15 18 20 19 -14 -18 22 -22 -15 -19 25 26 27 -1 -28 31 -26 -8 right_child=1 2 -4 -5 -6 -7 8 -9 -10 -11 11 -13 13 16 -16 -17 17 23 -20 -21 21 -23 -24 -25 30 -27 28 -29 -30 -31 -32 -33 leaf_value=-0.1012537094089429 1.672642400336988 -4.6719698638916016 18.352076131571895 -7.3740891571044926 7.2124939400809147 -3.5602024364471436 -1.8443072279121566 0.94138683249553046 1.6615062634150186 -4.5158770679292228 1.972167973745437 -1.899466301373073 1.4046198785972595 0.01388162066544292 8.4736504564787207 5.9383085784912115 -7.7113413492838543 -0.69608270339965828 -0.4732922229971937 -2.0967342166900638 -0.7856101898525073 4.6762216637351299 -1.1041516479732483 1.6731426172990067 -0.45830392703413964 1.9534407642212781 0.001397698474509448 -2.0100791155123243 -0.50172582223472828 -4.2017843971252447 -2.178656533718109 -2.5735786685943607 leaf_weight=3187 33 20 23 35 21 24 23 21 24 21 21 21 250 1443 38 25 24 25 186 20 23 22 127 26 32 22 357254 51 249 20 20 20 leaf_count=3187 33 20 23 35 21 24 23 21 24 21 21 21 250 1443 38 25 24 25 186 20 23 22 127 26 32 22 357254 51 249 20 20 20 internal_value=0 1.19519 5.44418 -1.21131 1.55403 -0.530661 0.000550308 -1.79684 -1.54238 -2.15264 -1.68 0.0363508 0.00118784 0.225117 1.44122 0.892799 -0.137381 -2.11481 0.603492 -5.15925 -0.0219122 1.88462 -0.076558 0.511758 -0.000183111 -2.17047e-05 -0.000140838 -0.130914 0.00104724 -2.82423 -1.11998 -2.1835 internal_weight=0 177 64 113 78 57 363174 41 150 126 105 42 363024 2209 499 461 1710 95 436 44 1615 45 1570 51 360815 360763 360741 3238 357503 63 52 43 internal_count=363351 177 64 113 78 57 363174 41 150 126 105 42 363024 2209 499 461 1710 95 436 44 1615 45 1570 51 360815 360763 360741 3238 357503 63 52 43 cat_boundaries=0 6 12 cat_threshold=9437696 4 16 1073741824 16384 2147483648 1048576 0 0 65792 0 9437192 is_linear=0 shrinkage=0.01 Tree=797 num_leaves=33 num_cat=1 split_feature=3 12 2 2 2 6 2 14 17 0 3 8 0 24 0 3 14 26 0 6 3 15 14 1 6 18 0 14 5 1 5 1 split_gain=2.47462e+06 1.77385e+07 5.8628e+07 1.05713e+07 5.25089e+06 6.26331e+06 3.50133e+06 3.1636e+06 2.87446e+06 1.37938e+06 2.02106e+06 1.54258e+06 1.09229e+06 5.30391e+06 5.50458e+06 1.34397e+07 5.02371e+06 3.48135e+06 2.23888e+06 4.51749e+06 1.09854e+06 1.28058e+06 1.21443e+06 640166 639165 822867 544994 530408 863777 503246 323396 55762 threshold=2692.2960000000003 41.70600000000001 2593.0505000000003 2593.0505000000003 1254.2925000000002 27.114925000000003 2593.0505000000003 824.98750000000007 205.21100000000004 1836.963 566.70675000000006 31.362500000000004 591.40200000000016 0 2773.7250000000004 14.522500000000003 1151.8115000000003 2022.5000000000002 2773.7250000000004 37.005000000000003 870.71080000000018 1069.0300000000002 643.44200000000012 6.454600000000001 2871.8940000000007 2924.8625000000006 172.16250000000002 1867.1242800000002 350.27250000000004 2779.5510000000008 54.992700000000006 11.949000000000002 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 2 2 2 2 left_child=6 3 7 4 5 23 12 -3 9 10 26 -12 24 14 16 -16 17 -14 20 -20 22 -22 -15 -2 25 27 31 29 -29 -1 -26 -8 right_child=1 2 -4 -5 -6 -7 8 -9 -10 -11 11 -13 13 18 15 -17 -18 -19 19 -21 21 -23 -24 -25 30 -27 -28 28 -30 -31 -32 -33 leaf_value=-9.0151372771356614e-05 2.4790355821089314 -4.6252500610351568 18.168555294534436 -6.4047300943835026 4.7951642868735576 -5.4973006973266605 -1.8258641301030698 0.93197294272127607 1.6448911746342978 -4.4707183365594778 1.952446294057937 -1.8804716255551293 1.0201707616717008 0.094737229212622384 7.2979275286197662 -1.3968077500164509 4.586377681732178 -0.2359909950675074 -4.9461596350834292 0.50312332749366762 -1.1908244082090018 1.5051280546188355 -1.3506678241299046 0.0070582351684570308 -0.40646599658604327 1.9339062577486039 -4.1597665748596198 -0.12358068164805291 -2.1473996683756513 0.90827822190816299 -1.9943023548955503 -2.5478429203033448 leaf_weight=360579 22 20 23 29 22 20 23 21 24 21 21 21 466 931 40 32 30 419 29 32 148 20 62 20 29 22 20 71 30 61 23 20 leaf_count=360579 22 20 23 29 22 20 23 21 24 21 21 21 466 931 40 32 30 419 29 32 148 20 62 20 29 22 20 71 30 61 23 20 internal_value=0 1.18324 5.38974 -1.1992 0.597947 -0.891388 0.000544805 -1.77887 -1.52696 -2.13112 -1.6632 0.0359873 0.00117596 0.222866 0.763621 3.4336 0.56187 0.425446 -0.21836 -2.08752 -0.122033 -0.869878 0.00449039 1.3019 -0.00018128 -2.14878e-05 -2.79599 -0.00013943 -0.724715 6.34935e-05 -1.10878 -2.16167 internal_weight=0 177 64 113 84 62 363174 41 150 126 105 42 363024 2209 987 72 915 885 1222 61 1161 168 993 42 360815 360763 63 360741 101 360640 52 43 internal_count=363351 177 64 113 84 62 363174 41 150 126 105 42 363024 2209 987 72 915 885 1222 61 1161 168 993 42 360815 360763 63 360741 101 360640 52 43 cat_boundaries=0 1 cat_threshold=2102 is_linear=0 shrinkage=0.01 Tree=798 num_leaves=29 num_cat=0 split_feature=0 12 9 4 1 2 26 5 9 10 2 6 1 5 13 5 6 2 2 6 9 10 11 10 0 0 5 5 split_gain=2.01724e+06 1.03909e+07 2.74184e+07 2.67874e+07 1.2651e+07 6.53043e+06 5.24386e+06 1.67383e+06 851543 1.50995e+07 4.0266e+06 7.51719e+06 2.5012e+06 1.66417e+06 1.70428e+06 1.06466e+06 6.56473e+06 3.04437e+06 2.09874e+06 864724 1.24799e+06 1.82951e+06 702470 1.39194e+06 675192 596587 565934 550231 threshold=2773.7250000000004 83.704444500000022 149.28375000000003 2632.2792750000003 2779.5510000000008 27.046500000000005 2022.5000000000002 54.004500000000007 2724.2674800000009 13.862250000000001 2593.0505000000003 2871.8940000000007 1256.4300000000001 763.31500000000017 1280.8870000000004 1874.1882800000003 1913.0125000000005 1254.2925000000002 579.4525000000001 1913.0125000000005 787.73500000000001 686.95125000000019 1962.6297000000002 543.30775000000006 312.01600000000002 412.47230000000008 1.7553000000000001 1121.68056 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=8 2 4 -3 5 6 -2 -7 10 -10 15 12 25 -11 -15 19 17 18 -17 22 21 -21 24 -24 -1 26 -12 -14 right_child=1 3 -4 -5 -6 7 -8 -9 9 13 11 -13 27 14 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.00042296211342969937 4.9007240748405456 -1.24677992848789 -10.207047273317972 12.389054141235352 8.5533319782075434 -4.7588410982878306 -1.3591821487053581 -0.80325319671630868 6.2089150862012596 0.43156977844238287 -2.090430096423987 -7.3659210186004636 2.402113393306732 -4.9279493597279425 -0.98770066289674674 0.046036063641101334 5.6339173754056295 3.3382781417846679 -3.2085957245204759 -0.7825594120110031 -2.4617268698143238 2.4986902595758438 0.014708470814469932 -2.4109449087248906 0.12262074170601979 -3.1640726305090863 -0.047018498959748641 0.13419357859570047 leaf_weight=357906 32 34 24 25 21 23 23 20 35 20 33 20 20 23 21 143 24 25 23 113 33 20 69 36 4516 23 23 23 leaf_count=357906 32 34 24 25 21 23 23 20 35 20 33 20 20 23 21 143 24 25 23 113 33 20 69 36 4516 23 23 23 internal_value=0 1.00015 -0.456682 4.53112 1.50978 0.00044461 2.28295 -2.91903 0.000554013 0.927867 0.000301144 -1.6833 -0.751726 -1.96021 -3.04738 0.000959911 0.704448 0.0850388 -0.404907 0.000542892 -0.721039 -0.289138 0.000873302 -0.816944 0.00111024 -1.80809 -1.25117 1.18904 internal_weight=0 202 143 59 119 98 55 43 363149 99 363050 142 122 64 44 362908 215 191 166 362693 166 133 362527 105 362422 79 56 43 internal_count=363351 202 143 59 119 98 55 43 363149 99 363050 142 122 64 44 362908 215 191 166 362693 166 133 362527 105 362422 79 56 43 is_linear=0 shrinkage=0.01 Tree=799 num_leaves=43 num_cat=5 split_feature=3 12 2 9 7 2 14 17 5 0 3 8 0 25 24 26 0 22 5 0 26 9 2 24 3 25 25 1 8 8 12 2 16 3 15 7 2 0 7 9 7 1 split_gain=2.40339e+06 1.72527e+07 5.71654e+07 1.36222e+07 4.93141e+06 3.37495e+06 3.06439e+06 2.81623e+06 2.43308e+06 1.37302e+06 1.97241e+06 1.49019e+06 1.05926e+06 9.60501e+06 2.93129e+07 5.29121e+07 7.68481e+07 8.96273e+06 5.53008e+06 3.89216e+06 7.53093e+06 3.74327e+06 3.54134e+06 2.47373e+06 2.39697e+06 795517 564776 1.9469e+06 1.7261e+06 852929 828014 1.10604e+06 702049 3.7438e+06 657342 541299 538940 534722 503544 439519 296126 56223.5 threshold=2692.2960000000003 41.70600000000001 2593.0505000000003 149.28375000000003 103.09827500000002 2593.0505000000003 824.98750000000007 205.21100000000004 139.80500000000004 1836.963 566.70675000000006 31.362500000000004 591.40200000000016 0 1 2022.5000000000002 1266.1895000000002 8.6540000000000017 40.750500000000002 2773.7250000000004 2022.5000000000002 142.13530000000003 7.2721500000000008 2 1854.9329420000001 3 4 733.23400000000015 1329.5732400000002 1329.5732400000002 517.51460000000009 365.68050000000005 940.75000000000011 802.00500000000011 857.77150000000006 65.627825000000016 104.10200000000002 172.16250000000002 512.23350000000016 365.76300000000003 543.29875000000015 11.949000000000002 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 1 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 6 4 8 12 -3 9 36 10 37 -12 26 14 15 16 -14 18 -16 23 22 -17 -21 25 -25 -15 27 28 34 32 31 -31 38 -34 -1 -29 -2 41 -28 -22 -32 -7 right_child=1 2 -4 -5 -6 7 -8 -9 -10 -11 11 -13 13 19 17 21 -18 -19 -20 20 39 -23 -24 24 -26 -27 29 35 -30 30 40 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 leaf_value=-0.13125940082166368 -0.29010974363847214 -4.5654362716674806 17.932995177559231 -7.0926592793957948 5.1908692607879638 -1.7838906860351562 0.90395853749343336 1.640403059323629 -3.3899334068298339 -4.4313604191371372 1.9319236065092542 -1.83534196694692 3.4622786084343402 -0.95377208807335423 -1.8251501481286412 -4.3075131372305071 23.850409436719168 5.4987822796748231 0.76775043132977616 -7.7287316004435223 -0.23814094604984409 0.64366323032894657 -2.0311594915390017 0.17922868291882099 3.1969411101164638 -0.17044163278687138 0.00030545124523382114 -1.2445372526347638 2.8280686540603637 -0.56309983745555992 -2.3832110503741677 1.6465177290256208 0.17705495946320443 4.6753548202514654 1.5654702864522521 -3.3416904592514038 1.9233610638705168 -4.100259910583496 0.19351767820943053 1.6632786865234375 -0.91543946222022732 -2.5088508758544923 leaf_weight=3148 22 20 23 29 20 23 21 24 20 21 21 21 51 269 174 26 29 26 156 24 31 37 20 1047 27 272 355694 32 20 176 28 26 247 20 23 20 22 20 1354 20 27 20 leaf_count=3148 22 20 23 29 20 23 21 24 20 21 21 21 51 269 174 26 29 26 156 24 31 37 20 1047 27 272 355694 32 20 176 28 26 247 20 23 20 22 20 1354 20 27 20 internal_value=0 1.16608 5.31458 -1.18351 0.856551 0.00053085 -1.76404 -1.49915 -0.497924 -2.09716 -1.63032 0.0482908 0.00115051 0.219463 1.42479 5.09842 10.853 -0.149833 -0.599415 -0.139783 -2.10768 -1.39968 -5.13893 -0.0248899 0.25274 -0.570176 -0.00018605 -0.131355 -0.100482 0.00100723 -0.574875 -0.278694 0.00142146 0.514006 -0.118953 -2.05113 0.816626 -2.74939 0.00103815 0.507514 -1.66267 -2.12108 internal_weight=0 177 64 113 84 363174 41 150 64 126 105 42 363024 2209 499 143 80 356 330 1710 95 63 44 1615 1074 541 360815 3243 3191 357572 257 202 357315 267 3171 52 44 63 357048 51 55 43 internal_count=363351 177 64 113 84 363174 41 150 64 126 105 42 363024 2209 499 143 80 356 330 1710 95 63 44 1615 1074 541 360815 3243 3191 357572 257 202 357315 267 3171 52 44 63 357048 51 55 43 cat_boundaries=0 6 7 8 13 19 cat_threshold=9437696 4 16 1073741824 16384 2147483648 22 403 32768 0 4352 0 2097152 1048576 0 0 65792 0 9437192 is_linear=0 shrinkage=0.01 Tree=800 num_leaves=33 num_cat=1 split_feature=0 4 8 2 1 2 26 9 24 3 3 14 13 10 1 10 12 3 14 18 18 3 3 4 7 0 15 3 13 2 1 12 split_gain=9.37769e+06 1.56255e+07 2.45786e+07 7.57964e+06 7.86178e+06 4.21968e+06 2.97481e+06 1.02266e+06 1.00015e+07 2.65327e+07 4.03664e+06 1.94297e+06 1.68234e+06 1.86324e+06 1.07903e+06 2.16127e+06 1.01426e+06 3.17813e+06 832912 707299 757900 1.80005e+06 695029 624471 2.46745e+06 951574 461706 490022 443140 359453 286366 131.526 threshold=2773.7250000000004 2632.2792750000003 1926.0125000000005 26.254000000000001 367.53225000000003 1092.7150000000004 2022.5000000000002 1103.8800000000003 0 1471.8415000000002 1854.9329420000001 517.63660000000004 1280.8870000000004 893.42000000000007 677.74500000000012 375.75300000000004 1922.9850000000004 974.18930000000012 517.63660000000004 2924.8625000000006 1160.0500000000002 227.56379000000001 36.568985000000005 784.4625000000002 1888.9124200000003 1501.0951200000002 202.18300000000002 57.576720000000002 683.01949999999999 117.57500000000002 959.97700000000009 2813.3566500000006 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 2 2 2 left_child=7 3 -3 6 -5 -6 -2 16 9 12 11 14 13 18 28 -16 19 26 -9 20 23 22 -22 25 -25 -1 27 31 -10 -13 -31 -18 right_child=1 2 -4 4 5 -7 -8 8 10 -11 -12 29 -14 -15 15 -17 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 30 -32 -33 leaf_value=-0.0010441739357549911 -5.2080139296395442 -14.010255755615235 0.15749025503794353 5.898482909569374 -3.359924374262492 1.7510305666242325 -0.74247507443794836 -0.45076291046978895 -0.40980671646805961 10.320415462725091 -3.9923094602542766 -0.90353212267160421 2.8943026452064515 2.3876634781890447 3.7818979935418993 -0.75500882103329614 -0.24380637804667157 -4.1774523019790646 1.6543818664550782 1.6492334560247568 -0.45621692981384698 -2.5605733460646412 1.5879084014892579 0.32851550458162876 -2.4092950742384964 0.61124593935144222 -1.4077368260622023 1.6358051621913909 1.160114896774292 -3.2249637378345835 -1.5716353855133056 -0.21069973091284436 leaf_weight=361054 35 25 24 26 30 35 26 129 178 33 34 24 30 36 21 21 24 24 22 26 80 39 21 1035 34 254 20 20 20 22 20 24 leaf_count=361054 35 25 24 26 30 35 26 129 178 33 34 24 30 36 21 21 24 24 22 26 80 39 21 1035 34 254 20 20 20 22 20 24 internal_value=0 -2.16026 -7.07095 -0.57721 1.25109 -0.607872 -3.30467 0.000317236 0.41631 1.89079 -0.702811 -0.360279 0.696004 0.343336 0.0575891 1.51344 -0.000359538 -0.951836 -0.144053 -6.55998e-05 -0.000183889 -0.735812 -0.0312008 0.000100312 0.241438 -0.000613733 -0.0721225 0.320705 -0.251229 -1.8798 -2.43766 -0.227253 internal_weight=0 201 49 152 91 65 61 363245 590 250 340 306 217 187 240 42 362655 112 151 362543 362517 140 101 362377 1069 361308 88 68 198 66 42 48 internal_count=363446 201 49 152 91 65 61 363245 590 250 340 306 217 187 240 42 362655 112 151 362543 362517 140 101 362377 1069 361308 88 68 198 66 42 48 cat_boundaries=0 1 cat_threshold=2353 is_linear=0 shrinkage=0.01 Tree=801 num_leaves=31 num_cat=1 split_feature=4 14 8 3 6 5 17 3 14 6 25 2 5 3 13 2 3 4 3 10 7 5 6 3 13 3 2 7 7 17 split_gain=4.03575e+06 1.45542e+07 2.21991e+07 3.20034e+07 2.46108e+06 4.63988e+06 1.1193e+06 4.79668e+06 915607 1.15089e+06 741802 3.47964e+06 3.7075e+06 2.11413e+06 1.39638e+06 1.20836e+06 2.57401e+06 1.37511e+06 2.07163e+06 1.15176e+06 5.58766e+06 2.49663e+06 2.26448e+06 961241 3.07383e+06 1.20656e+06 819213 331308 331622 39894.9 threshold=2632.2792750000003 1151.8115000000003 1926.0125000000005 2692.2960000000003 335.64456000000007 127.18391600000002 1471.0585000000003 870.71080000000018 33.684000000000005 7.503000000000001 0 1444.3300000000002 7.7340000000000009 1854.9329420000001 972.56475000000012 2593.0505000000003 1471.8415000000002 970.01225000000011 165.11725000000004 893.42000000000007 1489.0961200000002 911.29109000000005 987.12000000000012 870.71080000000018 432.27550000000002 566.70675000000006 117.57500000000002 12.501250000000001 759.38475000000005 1772.4296500000003 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 left_child=6 2 3 4 5 -2 10 8 9 29 11 13 -13 14 26 19 17 18 -17 23 21 -21 -22 25 -25 -12 -1 -10 -29 -8 right_child=1 -3 -4 -5 -6 -7 7 -9 27 -11 15 12 -14 -15 -16 16 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.13347178553035446 -0.56039059510827072 -7.6131050830334424 6.7832869807652063 -13.469986917404901 -2.0280760210752486 5.3386869964599617 0.26391837609310942 3.9976898935678844 0.096121669720720351 2.8193033319711684 0.00043388844036571688 5.6843711053757442 0.08202966548778394 -3.1352606813112898 2.151674512257943 0.2377964018009327 -3.4796185748807846 2.0964696103050597 -3.4637231763203937 -0.11862274834531582 1.3306870174407959 1.8382010851542154 5.3949322000043152 -0.12976680878188041 -2.0937246620253229 0.38055339026479595 -0.73480410940853158 -2.0894901411592959 -0.44381516218185424 -0.30687779464721682 leaf_weight=3347 40 32 35 21 32 20 24 37 27 20 356952 21 27 24 26 54 31 21 21 499 26 75 29 762 89 837 243 25 24 25 leaf_count=3347 40 32 35 21 32 20 24 37 27 20 356952 21 27 24 26 54 31 21 21 499 26 75 29 762 89 837 243 25 24 25 internal_value=0 -1.49786 -0.175642 -2.33106 0.211518 1.40597 -0.000127108 0.783896 -0.036175 0.797799 -0.000520109 -0.141429 2.53305 -0.177085 -0.157451 0.000929758 -0.974327 -0.165326 -0.798629 0.00127453 0.428813 0.13706 3.47365 0.000524695 -0.335163 0.00132313 -0.174175 -0.793336 -1.28345 -0.0273042 internal_weight=0 180 148 113 92 60 363266 182 145 69 363084 3688 48 3640 3616 359396 127 96 75 359269 629 574 55 358640 851 357789 3590 76 49 49 internal_count=363446 180 148 113 92 60 363266 182 145 69 363084 3688 48 3640 3616 359396 127 96 75 359269 629 574 55 358640 851 357789 3590 76 49 49 cat_boundaries=0 6 cat_threshold=1048576 0 2147483648 16384 0 1024 is_linear=0 shrinkage=0.01 Tree=802 num_leaves=33 num_cat=1 split_feature=0 4 8 2 1 2 26 9 24 4 12 11 2 4 4 15 4 0 12 2 15 12 13 18 18 15 17 4 8 0 0 12 split_gain=9.10731e+06 1.51072e+07 2.383e+07 7.42097e+06 7.70759e+06 4.12603e+06 2.91663e+06 989730 9.78006e+06 1.32913e+07 2.22971e+07 3.69349e+06 3.19839e+06 2.42551e+06 3.61109e+06 1.24846e+06 1.12215e+06 1.50597e+06 989459 1.95843e+06 944973 786917 728258 691479 738302 1.34041e+06 720430 611311 2.32301e+06 933565 334600 7731.87 threshold=2773.7250000000004 2632.2792750000003 1926.0125000000005 26.254000000000001 367.53225000000003 1092.7150000000004 2022.5000000000002 1103.8800000000003 0 970.01225000000011 111.83527500000002 1602.5343235000003 420.88550000000004 234.35050000000004 558.69700000000012 1069.0300000000002 1517.5820000000001 1266.1895000000002 1922.9850000000004 957.78375000000017 166.66250000000002 49.560500000000012 345.91750000000008 2924.8625000000006 1160.0500000000002 770.26725000000022 461.37000000000006 784.4625000000002 1329.5732400000002 1501.0951200000002 10.923000000000002 2813.3566500000006 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 2 2 2 left_child=7 3 -3 6 -5 -6 -2 18 9 13 -11 15 -13 20 -15 16 17 -10 23 22 21 -9 30 24 27 26 -26 29 -29 -1 31 -20 right_child=1 2 -4 4 5 -7 -8 8 11 10 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 -32 -33 leaf_value=-0.0010274044853451994 -5.1557107636587958 -13.790261627197266 0.16006461143493653 5.8383468363835265 -3.325230219523112 1.7286884155273439 -0.73405460614424489 0.012315249280496076 -0.15556176403537392 -0.5855839445114136 12.301409592052986 -0.66020244771784009 -5.9935111601456361 5.2196257661856134 0.044148732594081336 -2.3193142822810584 -2.3186249560401553 2.5862681111422452 -0.31251529671929101 -3.4722228451569874 1.528697792111021 -2.1420869450342086 -1.7350925056139628 1.6306911039352416 -0.70012869262542476 -2.523825851082802 1.1233460496664047 0.35652394303575674 -1.6083807533979417 0.60544081405274508 1.3800001196861269 -0.047393268671902744 leaf_weight=361054 35 25 24 26 30 35 26 88 224 25 29 22 23 26 28 28 21 22 22 24 33 21 24 26 78 32 30 1005 64 254 20 22 leaf_count=361054 35 25 24 26 30 35 26 88 224 25 29 22 23 26 28 28 21 22 22 24 33 21 24 26 78 32 30 1005 64 254 20 22 internal_value=0 -2.12889 -6.95745 -0.57231 1.23675 -0.603889 -3.27107 0.000317349 0.409559 1.86767 6.33521 -0.697014 -3.38612 0.732109 2.53605 -0.31044 -0.0997718 0.0896425 -0.000348441 -0.940121 0.0461052 -0.402753 -0.249548 -5.81185e-05 -0.000175077 -0.726229 -0.193608 0.000105425 0.238887 -0.000601057 0.307531 -0.179954 internal_weight=0 201 49 152 91 65 61 363245 590 250 54 340 45 196 54 295 267 246 362655 112 142 109 88 362543 362517 140 108 362377 1069 361308 64 44 internal_count=363446 201 49 152 91 65 61 363245 590 250 54 340 45 196 54 295 267 246 362655 112 142 109 88 362543 362517 140 108 362377 1069 361308 64 44 cat_boundaries=0 1 cat_threshold=2353 is_linear=0 shrinkage=0.01 Tree=803 num_leaves=44 num_cat=3 split_feature=0 4 8 1 1 3 8 26 9 24 3 3 4 24 15 7 14 3 16 3 3 13 3 1 10 6 13 1 9 21 9 3 0 24 3 1 0 10 6 1 1 10 8 split_gain=8.92607e+06 1.48066e+07 2.33558e+07 2.48087e+06 9.09648e+06 3.87699e+06 3.99385e+06 1.73913e+06 970035 9.58546e+06 4.91429e+07 5.5219e+06 2.39221e+06 2.21532e+06 2.96366e+06 3.90697e+06 1.70671e+06 1.9993e+06 1.04825e+06 882218 797155 661121 4.27791e+06 1.20318e+06 1.32737e+06 1.19452e+06 925742 3.14277e+06 3.97544e+06 969412 836942 2.05147e+06 761956 4.81279e+06 2.47752e+06 2.37346e+06 670929 637739 1.30427e+06 577840 380595 229614 80304.8 threshold=2773.7250000000004 2632.2792750000003 1926.0125000000005 48.966000000000001 494.77402000000006 566.70675000000006 759.5725000000001 2022.5000000000002 1103.8800000000003 0 974.18930000000012 1854.9329420000001 1291.5535000000002 1 55.102600000000002 608.55210000000022 517.63660000000004 255.01000000000002 249.52974000000003 31.156500000000005 128.11080000000001 485.42915000000011 1854.9329420000001 860.12500000000011 172.53300000000002 543.33000000000004 379.24000000000007 522.78869700000007 156.72000000000003 37.26700000000001 732.3900000000001 292.91330000000005 1501.0951200000002 2 141.98700000000005 1097.7209 1266.1895000000002 2855.9890500000006 16.572500000000002 1097.7209 326.91650000000004 1105.5920000000003 59.367000000000004 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 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=8 3 -3 7 -5 -6 -7 -2 21 10 18 13 -13 14 19 -16 17 -15 20 -11 42 26 23 30 -25 -26 32 29 -29 40 36 -32 37 34 -34 -35 -23 39 -39 -1 -28 -18 -10 right_child=1 2 -4 4 5 6 -8 -9 9 11 -12 12 -14 16 15 -17 41 -19 -20 -21 -22 22 -24 24 25 -27 27 28 -30 -31 31 -33 33 35 -36 -37 -38 38 -40 -41 -42 -43 -44 leaf_value=-0.0011926388929340149 -3.6373613761453067 -13.652359090232849 0.15846407890319825 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26 22 162 22 26 36 74 21 28 20 981 35 32 42 45 332 21 27 36 39 37 79 144 36 33 22 20 20 601 35 28 20 internal_value=0 -2.1076 -6.88787 -0.566587 0.465134 -1.24497 0.640687 -2.14856 0.000314176 0.405463 2.90342 -0.235645 -3.45752 0.118527 1.15796 3.2205 -0.358541 0.0222911 -0.112344 0.0918344 0.483038 -0.000344957 -0.231508 -0.130829 -1.0851 -0.444576 0.000443663 0.453222 2.87202 0.165127 -0.0255849 0.986182 -0.000122042 0.510498 2.00455 -0.542802 -0.102249 -0.000535431 1.26207 -0.000675472 0.0115166 -1.81888 -0.203657 internal_weight=0 201 49 152 92 71 43 60 363245 590 112 478 48 430 130 48 300 236 90 82 69 362655 1233 1198 119 87 361422 451 48 403 1079 76 360971 292 115 177 1003 360679 40 360639 367 64 49 internal_count=363446 201 49 152 92 71 43 60 363245 590 112 478 48 430 130 48 300 236 90 82 69 362655 1233 1198 119 87 361422 451 48 403 1079 76 360971 292 115 177 1003 360679 40 360639 367 64 49 cat_boundaries=0 1 2 3 cat_threshold=2080 274 3145 is_linear=0 shrinkage=0.01 Tree=804 num_leaves=31 num_cat=0 split_feature=0 4 8 2 1 2 5 4 3 12 11 7 3 7 10 3 5 5 5 8 12 7 1 2 1 3 0 4 2 0 split_gain=8.74844e+06 1.45119e+07 2.2891e+07 7.20982e+06 7.4794e+06 4.02608e+06 2.16774e+06 1.52247e+07 3.20665e+06 3.65406e+06 4.14382e+06 3.44745e+06 3.18313e+06 3.05174e+06 844704 3.42293e+06 5.03065e+06 3.10439e+06 2.11883e+06 2.82936e+06 2.62231e+06 540762 2.79095e+06 1.84534e+06 1.17258e+06 5.84676e+06 488578 288415 250491 162843 threshold=2773.7250000000004 2632.2792750000003 1926.0125000000005 26.254000000000001 367.53225000000003 1092.7150000000004 2763.7525000000005 1876.5445000000002 2692.2960000000003 596.83500000000015 192.02450000000002 59.978680500000003 1471.8415000000002 284.06400000000002 893.42000000000007 1107.1660000000004 397.76814000000007 1121.68056 911.29109000000005 514.22900000000016 94.521000000000029 1113.0755000000001 959.97700000000009 1444.3300000000002 1891.4572200000002 745.12500000000011 1501.0951200000002 586.56060000000014 221.80500000000004 172.16250000000002 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=6 3 -3 -2 -5 -6 8 12 14 10 11 28 13 29 21 18 -17 -18 20 -20 -16 24 23 -23 26 -26 -1 -24 -10 -8 right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12 -13 -14 -15 15 16 17 -19 19 -21 -22 22 27 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00057858693911474145 -3.2210101884310367 -13.515835390472413 0.15687914053599039 5.7551854984576885 -3.2791475016276044 1.7131790798732212 -0.61645777486985731 7.5299357595443723 -1.056533837890625 -4.8937837572450995 3.1850196874709353 -5.3790289764404298 2.9181808204650879 -4.4276458801269527 0.48842329335795592 6.5406441897437686 -1.6766961119725152 3.3668440910007646 4.6076546196315595 0.40765876059262257 -0.91069654453417359 -0.22892573678601313 -1.7082304607629777 2.8861272811889651 -0.16643299166788189 3.9823125392740422 0.43815689941560187 -3.2805309758867538 0.44493942928314212 0.54091700315475466 leaf_weight=361409 61 25 24 26 30 35 31 30 25 27 21 20 20 25 317 21 26 23 23 53 232 387 20 20 149 44 254 28 20 20 leaf_count=361409 61 25 24 26 30 35 31 30 25 27 21 20 20 25 317 21 26 23 23 53 232 387 20 20 149 44 254 28 20 20 internal_value=0 -2.08652 -6.819 -0.560921 1.22222 -0.590972 0.000311034 1.31174 -0.000144022 -1.68444 -0.676857 -1.92454 -0.631452 -1.56557 0.000380282 0.348673 2.44567 0.69068 0.113809 1.67871 -0.102826 -0.000287826 -0.344816 -0.0758519 0.000145385 0.779395 -0.000270458 -2.62541 -0.389212 -0.162585 internal_weight=0 201 49 152 91 65 363245 126 363119 113 86 65 96 76 363006 695 70 49 625 76 549 362311 455 407 361856 193 361663 48 45 51 internal_count=363446 201 49 152 91 65 363245 126 363119 113 86 65 96 76 363006 695 70 49 625 76 549 362311 455 407 361856 193 361663 48 45 51 is_linear=0 shrinkage=0.01 Tree=805 num_leaves=34 num_cat=3 split_feature=2 4 10 6 1 8 6 1 25 24 13 4 12 2 24 0 12 1 0 4 0 12 18 12 9 4 13 7 9 9 11 7 4 split_gain=6.35957e+06 3.13855e+07 9.21602e+07 3.27141e+06 9.03106e+06 1.83256e+06 3.51696e+06 1.27801e+06 5.6581e+06 1.93686e+07 1.68068e+07 9.23716e+06 4.47075e+06 2.84735e+06 2.19074e+06 4.81556e+06 1.82955e+06 1.38042e+06 1.11756e+06 1.0575e+06 1.56002e+06 984604 865498 820807 1.9776e+06 1.24827e+06 1.0793e+06 819740 1.60241e+06 790385 638876 547856 63167.5 threshold=2593.0505000000003 2632.2792750000003 573.35100000000011 1520.8892800000003 1461.4925000000003 2877.4750000000008 1520.8892800000003 1097.7209 0 1 15.043000000000001 78.570710500000004 1092.2600000000002 720.28944000000013 2 1836.963 221.87500000000003 2779.5510000000008 1266.1895000000002 398.06500000000005 17.427500000000006 1922.9850000000004 2924.8625000000006 787.1346400000001 536.95000000000016 970.01225000000011 518.6631000000001 2690.3565000000003 7.2255000000000011 351.16025000000008 177.60300000000004 654.14525000000003 33.608250000000005 decision_type=2 2 2 2 2 2 2 2 9 1 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 3 -3 4 19 7 31 22 9 10 11 -9 14 -14 15 -10 -16 29 -5 20 -2 -15 23 27 26 -26 -25 30 -29 -11 -1 32 -7 right_child=1 2 -4 18 -6 6 -8 8 12 17 -12 -13 13 21 16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 -32 -33 -34 leaf_value=-0.0016879131542419747 -1.7079036421524851 25.001196369171144 -4.65872915094549 -1.0918197765804474 5.6430874421861441 -0.0058610395951704539 -5.0209494708833242 11.720247556413923 -0.70875805994673591 -1.3338952020498422 -0.14155230773122687 4.158342334429423 5.0991018072764085 2.3130430221557616 0.41257432974700542 -5.7437482089088077 -1.7296632822700171 -3.718954468011856 -4.3947710723876954 -2.9951685371398926 1.3718198970268511 -0.67876970117742363 1.7269346926130098 0.23944719063206304 -0.7867600480999265 -2.7523867307390488 -0.99631912925026644 2.7225350958301173 -0.71923476934432984 0.93940630340576181 0.12316514809656794 -1.6142917932782854 0.77064548969268798 leaf_weight=357256 38 20 22 21 27 22 21 35 199 65 38 30 24 22 299 21 46 20 20 20 29 22 29 359 140 42 88 31 24 20 4146 21 20 leaf_count=357256 38 20 22 21 27 22 21 35 199 65 38 30 24 22 299 21 46 20 20 20 29 22 29 359 140 42 88 31 24 20 4146 21 20 internal_value=0 1.79721 9.46504 -0.280524 0.590723 2.97011e-06 -1.47686 0.000344765 0.389717 1.77654 4.68655 8.23014 -0.0925877 2.32842 -0.385604 -1.13766 0.123367 -1.23734 -2.70302 -0.977252 -0.374889 0.817137 -0.000559539 -0.000697897 -0.361624 -1.24037 -0.00383566 -6.98214e-05 1.22067 -0.799001 -0.0002556 -0.295495 0.363904 internal_weight=0 197 42 155 114 363040 84 362956 841 208 103 65 633 68 565 220 345 105 41 87 67 44 362115 362086 629 182 447 361457 55 85 361402 63 42 internal_count=363237 197 42 155 114 363040 84 362956 841 208 103 65 633 68 565 220 345 105 41 87 67 44 362115 362086 629 182 447 361457 55 85 361402 63 42 cat_boundaries=0 6 7 8 cat_threshold=1049088 64 336 4194304 16384 2147483648 2980 1316 is_linear=0 shrinkage=0.01 Tree=806 num_leaves=34 num_cat=4 split_feature=2 4 11 6 1 8 6 1 25 24 12 1 12 2 24 0 12 5 4 5 4 0 12 18 12 9 4 24 7 9 12 7 4 split_gain=6.23301e+06 3.07609e+07 1.44979e+07 3.20631e+06 8.85134e+06 1.7961e+06 3.44698e+06 1.25257e+06 5.54551e+06 1.89832e+07 1.51089e+07 1.00085e+07 4.38178e+06 2.79069e+06 2.14715e+06 4.71973e+06 1.79315e+06 1.38785e+06 2.38338e+06 1.15705e+06 1.03646e+06 1.52898e+06 965010 848274 804473 1.93824e+06 1.22343e+06 1.00335e+06 803428 1.57052e+06 633553 536954 61910.4 threshold=2593.0505000000003 2632.2792750000003 149.94850000000002 1520.8892800000003 1461.4925000000003 2877.4750000000008 1520.8892800000003 1097.7209 0 1 130.99937500000001 1891.4572200000002 1092.2600000000002 720.28944000000013 2 1836.963 221.87500000000003 1121.68056 346.82820000000009 1874.1882800000003 398.06500000000005 17.427500000000006 1922.9850000000004 2924.8625000000006 787.1346400000001 536.95000000000016 970.01225000000011 3 2690.3565000000003 7.2255000000000011 164.94000000000003 654.14525000000003 33.608250000000005 decision_type=2 2 2 2 2 2 2 2 9 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=5 3 -3 4 20 7 31 23 9 10 11 -9 14 -14 15 -10 -16 18 -11 -5 21 -2 -15 24 28 27 -27 -26 30 -30 -1 32 -7 right_child=1 2 -4 19 -6 6 -8 8 12 17 -12 -13 13 22 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31 -32 -33 -34 leaf_value=-0.0016231572410139814 -1.6908245922389784 14.972246870561079 3.2083560333251957 -0.95459612846374509 5.5866563839382595 -0.0058024233037775206 -4.970739916846866 4.9784425225156417 -0.70167047891784551 -1.7084249073266984 -0.61481559634208682 12.915476411183676 5.0481108093261717 2.2899125324596059 0.40844855934082469 -5.6863106355212985 -1.7123666807879574 -3.6409878994169693 2.246436260700226 -4.3154037028267274 -2.965216812133789 1.3581018439654648 -0.67198203346946017 1.7096653907874535 0.3684442723636896 -0.77889245550973074 -2.7248628988720123 -0.58106868689828883 2.6953097060418902 -0.7120424813528855 0.12769561871576868 -1.5981488536653063 0.76293900012969973 leaf_weight=357573 38 22 20 20 27 22 21 47 199 64 32 24 24 22 299 21 46 21 20 21 20 29 22 29 274 140 42 173 31 24 3829 21 20 leaf_count=357573 38 22 20 20 27 22 21 47 199 64 32 24 24 22 299 21 46 21 20 21 20 29 22 29 274 140 42 173 31 24 3829 21 20 internal_value=0 1.77924 9.37039 -0.277719 0.584816 2.94026e-06 -1.46209 0.000341317 0.38582 1.75877 4.63968 7.66138 -0.0916618 2.30513 -0.381748 -1.12628 0.122133 -1.22497 -0.766791 -2.67599 -0.96748 -0.37114 0.808965 -0.000553944 -0.000690918 -0.358007 -1.22796 -0.00379731 -6.91233e-05 1.20847 -0.000253044 -0.29254 0.360265 internal_weight=0 197 42 155 114 363040 84 362956 841 208 103 71 633 68 565 220 345 105 84 41 87 67 44 362115 362086 629 182 447 361457 55 361402 63 42 internal_count=363237 197 42 155 114 363040 84 362956 841 208 103 71 633 68 565 220 345 105 84 41 87 67 44 362115 362086 629 182 447 361457 55 361402 63 42 cat_boundaries=0 6 7 8 9 cat_threshold=1049088 64 336 4194304 16384 2147483648 2980 1316 2666 is_linear=0 shrinkage=0.01 Tree=807 num_leaves=35 num_cat=2 split_feature=2 4 10 6 1 3 8 4 0 13 1 25 8 2 0 1 12 9 0 6 24 6 8 5 3 1 9 18 2 18 12 3 3 5 split_gain=6.10897e+06 3.01488e+07 8.98761e+07 3.14251e+06 8.6752e+06 2.98823e+06 2.29133e+06 2.64487e+06 3.11858e+06 1.90412e+06 1.24138e+06 6.34483e+06 9.21842e+06 1.31962e+07 1.10481e+07 3.73585e+06 2.77324e+06 2.65387e+06 2.24156e+06 2.35938e+06 2.12154e+06 1.79927e+06 1.44766e+06 1.13403e+06 1.1153e+06 1.87293e+06 697015 2.11745e+06 2.63289e+06 788835 568448 2.19429e+06 1.05674e+06 296303 threshold=2593.0505000000003 2632.2792750000003 573.35100000000011 1520.8892800000003 1461.4925000000003 2692.2960000000003 607.31900000000007 4.5850000000000009 1114.9175000000002 243.37500000000003 1097.7209 0 1.0000000180025095e-35 403.46250000000003 22.257205000000003 2779.5510000000008 787.1346400000001 636.6312200000001 885.78750000000014 738.75250000000005 1 237.75800000000004 9.3820000000000032 1874.1882800000003 602.3524450000001 166.66900000000001 1889.5600000000002 348.88250000000011 863.30000000000007 2924.8625000000006 787.1346400000001 1471.8415000000002 1278.9218000000003 419.26300000000009 decision_type=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 2 2 2 2 left_child=5 3 -3 4 24 10 7 -7 -9 -8 26 12 13 14 -12 16 20 -18 22 -20 -13 -14 -17 -5 25 -2 29 28 33 30 32 -32 -1 -28 right_child=1 2 -4 23 -6 6 9 8 -10 -11 11 15 21 -15 -16 18 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 31 -33 -34 -35 leaf_value=-0.00020742792351419122 -1.7558754252164792 24.619106390953068 -4.6709618308327414 -0.94505019760131836 5.5307899687025284 -2.5117886417790465 -5.5807295517694389 -1.3405356677373252 4.0061405572891235 -1.3222693543207078 3.866471960629736 0.65146352675400276 -2.2076332616806029 -1.2911419561634891 13.59777000808716 -1.6582289567360511 -0.045155495405197144 3.7975274872198339 -5.9292667325337733 -1.1889809917268299 -0.62384157576132571 1.1933555894579206 1.6508912234306337 -4.2722496564047683 -3.0301301145553587 1.6340260805402482 -0.50710559344953965 -3.5515121173858644 3.0407274318876722 1.74170512006833 -0.18188803144781368 -3.2088987351417542 0.55673751965296236 -1.7042961015372442 leaf_weight=361001 39 20 22 20 27 38 21 24 20 21 28 256 28 23 20 39 32 41 21 21 246 35 20 21 20 28 72 22 21 26 569 25 341 29 leaf_count=361001 39 20 22 20 27 38 21 24 20 21 28 256 28 23 20 39 32 41 21 21 246 35 20 21 20 28 72 22 21 26 569 25 341 29 internal_value=0 1.76145 9.27669 -0.274941 0.578968 2.85223e-06 -1.5521 -0.579244 1.08977 -3.4515 0.000533171 0.391577 2.29496 4.93691 7.92118 -0.0193831 0.291895 2.11306 -1.79343 -3.55912 0.0270635 -0.318195 -0.536493 -2.64923 -0.957805 -0.3392 -0.00034156 -0.695932 -0.180991 -6.48317e-05 -0.000189953 -0.309287 0.000318163 -0.850853 internal_weight=0 197 42 155 114 363040 124 82 44 42 362916 810 134 71 48 676 575 73 101 42 502 63 59 41 87 67 362106 144 122 361962 361936 594 361342 101 internal_count=363237 197 42 155 114 363040 124 82 44 42 362916 810 134 71 48 676 575 73 101 42 502 63 59 41 87 67 362106 144 122 361962 361936 594 361342 101 cat_boundaries=0 6 7 cat_threshold=1048576 0 320 0 0 2147483648 725 is_linear=0 shrinkage=0.01 Tree=808 num_leaves=25 num_cat=0 split_feature=2 4 10 6 8 6 15 14 11 4 26 5 8 2 10 9 7 6 26 5 9 13 6 4 split_gain=5.98741e+06 2.95488e+07 8.80876e+07 3.07997e+06 1.74815e+06 3.35711e+06 1.63066e+06 2.9833e+06 1.59955e+06 2.53959e+06 2.41806e+06 1.11146e+06 759371 1.14054e+06 2.51494e+06 1.39321e+06 524400 483377 1.81466e+06 1.03516e+06 647337 3.26115e+06 1.35578e+06 59879.5 threshold=2593.0505000000003 2632.2792750000003 573.35100000000011 1520.8892800000003 2877.4750000000008 1520.8892800000003 2640.1488000000004 709.17750000000012 12.511000000000001 7.273200000000001 2022.5000000000002 1874.1882800000003 1926.0125000000005 204.32750000000004 686.95125000000019 636.6312200000001 654.14525000000003 2871.8940000000007 2022.5000000000002 325.39000000000004 1889.5600000000002 1280.8870000000004 1913.0125000000005 33.608250000000005 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 8 6 16 12 -8 9 10 -2 -5 17 15 -15 -14 23 20 -19 -20 22 -22 -1 -6 right_child=1 2 -4 11 5 -7 7 -9 -10 -11 -12 -13 13 14 -16 -17 -18 18 19 -21 21 -23 -24 -25 leaf_value=-9.4711923992634082e-05 3.4119575016315169 24.372915108680729 -4.6242521251331672 -0.93559964561462405 -0.0031231758811257103 -4.9050512985956098 -0.68542829120600668 3.9337183301202181 2.5552774009704589 -2.2432834176456229 -0.9898036322991054 -4.2295272055126372 -1.2642885704040527 3.6253634863188773 -0.44930846861430573 1.9682092945575715 -1.5784941023872012 -3.1327173733711242 -0.9820564110853055 2.019561231136322 -1.3403990588841899 2.4947392287077728 1.110265221899206 0.75290407848358154 leaf_weight=362448 26 20 22 20 22 21 27 29 30 34 24 21 40 33 28 20 21 23 27 20 124 27 110 20 leaf_count=362448 26 20 22 20 22 21 27 29 30 34 24 21 40 33 28 20 21 23 27 20 124 27 110 20 internal_value=0 1.74383 9.18392 -0.272192 2.83135e-06 -1.44244 0.000336661 1.70663 0.573178 -0.134715 1.29911 -2.62273 7.33582e-05 0.792141 1.75502 -0.186789 -0.288238 -0.000190825 -0.831097 0.295228 -3.04666e-05 -0.654646 0.000242171 0.35689 internal_weight=0 197 42 155 363040 84 362956 56 114 84 50 41 362900 121 61 60 63 362779 70 47 362709 151 362558 42 internal_count=363237 197 42 155 363040 84 362956 56 114 84 50 41 362900 121 61 60 63 362779 70 47 362709 151 362558 42 is_linear=0 shrinkage=0.01 Tree=809 num_leaves=28 num_cat=1 split_feature=2 4 10 6 3 8 4 6 13 11 4 5 15 5 18 3 3 12 17 3 25 5 3 5 7 4 6 split_gain=5.86826e+06 2.89608e+07 8.63346e+07 3.01868e+06 2.91419e+06 2.22783e+06 2.59185e+06 2.9648e+06 1.86249e+06 1.56772e+06 2.48905e+06 1.08934e+06 839880 1.87803e+06 740388 2.48991e+06 2.22494e+06 1.50409e+06 1.75975e+06 1.05882e+06 4.11345e+06 4.95414e+06 1.10703e+06 851940 2.00852e+06 470123 249851 threshold=2593.0505000000003 2632.2792750000003 573.35100000000011 1520.8892800000003 2692.2960000000003 607.31900000000007 4.5850000000000009 253.31100000000006 243.37500000000003 12.511000000000001 7.273200000000001 1874.1882800000003 2640.1488000000004 53.202500000000008 1160.0500000000002 227.56379000000001 36.568985000000005 272.04000000000002 1268.0600000000002 314.62380000000002 0 1874.1882800000003 1471.8415000000002 2763.7525000000005 52.293000000000013 2632.2792750000003 32.168500000000002 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 9 12 6 -6 -8 -7 10 -2 -5 14 -14 19 16 26 -17 -19 23 21 -21 -22 25 -25 -1 -16 right_child=1 2 -4 11 5 8 7 -9 -10 -11 -12 -13 13 -15 15 17 -18 18 -20 20 22 -23 -24 24 -26 -27 -28 leaf_value=-0.0010942730060669362 1.2861208872795107 24.129185911178588 -4.5780092690207743 -0.92624361419677737 -2.4865487374757467 -5.5114725930350161 3.448363033135732 -1.7648273830413821 -1.2998218436468216 2.5297245941162108 -2.2208505765129538 -4.1872317741030738 -0.88950394121309118 2.8110347348451614 -0.27041432637677476 -4.4606303696405325 2.4905599975585937 0.94176473569870001 -3.2531718540191652 0.33537584802214698 -0.17429277099251725 3.2427712939580284 -1.1434173757161281 0.3203223977369421 -3.5059213352203371 0.92351413598927579 -1.3746416498634413 leaf_weight=358462 50 20 22 20 38 21 24 20 21 30 34 21 24 32 85 21 31 20 20 2527 1366 60 129 34 23 55 27 leaf_count=358462 50 20 22 20 38 21 24 20 21 30 34 21 24 32 85 21 31 20 20 2527 1366 60 129 34 23 55 27 internal_value=0 1.72639 9.09208 -0.26947 2.80306e-06 -1.53276 -0.573472 1.07873 -3.40565 0.567446 -0.133368 -2.59651 0.000526512 1.22509 0.000337525 -0.601934 0.119628 -2.29347 -1.1557 0.000676313 0.160822 0.401256 -0.256203 -0.00114678 -1.2236 -0.000952429 -0.536612 internal_weight=0 197 42 155 363040 124 82 44 42 114 84 41 362916 56 362860 204 143 61 40 362656 4082 2587 1495 358574 57 358517 112 internal_count=363237 197 42 155 363040 124 82 44 42 114 84 41 362916 56 362860 204 143 61 40 362656 4082 2587 1495 358574 57 358517 112 cat_boundaries=0 6 cat_threshold=136430628 142672912 201855316 1141899264 4195328 2147484737 is_linear=0 shrinkage=0.01 Tree=810 num_leaves=20 num_cat=0 split_feature=19 15 10 0 8 5 5 2 0 1 1 2 4 1 10 3 12 1 0 split_gain=2.02436e+06 7.36963e+06 3.48869e+06 9.73228e+06 3.46968e+06 1.90435e+07 5.17191e+06 1.96092e+07 6.91247e+06 2.46864e+07 3.55681e+06 3.31484e+06 2.88386e+06 1.96753e+06 1.85854e+06 1.71494e+06 3.085e+06 1.25476e+06 322506 threshold=2812.9105000000004 1206.4050000000002 2855.9890500000006 1266.1895000000002 2877.4750000000008 1874.1882800000003 2763.7525000000005 2593.0505000000003 2773.7250000000004 1891.4572200000002 554.77325000000008 1254.2925000000002 346.82820000000009 786.48464000000001 893.42000000000007 2692.2960000000003 10.521250000000002 2779.5510000000008 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 12 6 14 8 11 15 10 -10 13 -4 -8 18 17 -17 -1 -6 right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 leaf_value=0.0011271268749290882 -1.8741907720132307 6.4078248727889289 -1.2447995894341854 -6.1088497129167836 -0.29510260467529298 10.288385798136394 0.1470562736193339 -9.9542945968627929 1.2471243217663888 10.263300233840942 -2.5898418764386864 3.6537990484237675 3.2060775099198024 -3.5228474862234935 -3.2016189842224123 -0.23450817717446221 -4.1981711776168265 -1.148283845274072 1.4085858287811279 leaf_weight=362537 22 21 37 35 25 21 48 25 78 30 35 20 24 21 20 72 27 95 20 leaf_count=362537 22 21 37 35 25 21 48 25 78 30 35 20 24 21 20 72 27 95 20 internal_value=0 2.17051 0.000636141 -1.90543 0.00114012 2.00951 0.000664294 -2.12897 0.00133334 2.19951 0.0586835 0.069156 0.506365 -0.969871 -0.665204 0.000466745 -1.31551 0.000826012 0.462092 internal_weight=0 43 363170 96 363074 86 362988 114 362874 143 113 89 61 69 65 362731 99 362632 45 internal_count=363213 43 363170 96 363074 86 362988 114 362874 143 113 89 61 69 65 362731 99 362632 45 is_linear=0 shrinkage=0.01 Tree=811 num_leaves=22 num_cat=1 split_feature=19 15 18 8 24 4 9 5 2 0 1 4 0 13 1 0 7 2 1 1 2 split_gain=1.98408e+06 7.22297e+06 3.99926e+06 1.30182e+06 9.91173e+06 3.804e+07 1.26937e+07 5.86434e+06 1.23123e+07 6.07439e+06 2.52874e+07 3.53601e+06 3.91855e+06 2.73021e+06 2.72858e+06 2.11852e+06 1.83701e+06 1.74192e+06 1.10525e+06 1.00817e+06 636295 threshold=2812.9105000000004 1206.4050000000002 2924.8625000000006 1926.0125000000005 0 1876.5445000000002 2724.2674800000009 2763.7525000000005 2593.0505000000003 2773.7250000000004 1891.4572200000002 179.27000000000001 32.114000000000004 18.603000000000005 554.77325000000008 1501.0951200000002 349.25600000000003 863.30000000000007 860.12500000000011 2779.5510000000008 73.663000000000025 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 7 5 11 17 9 13 15 14 12 -5 20 -11 19 -17 18 -6 -1 -9 right_child=1 -3 -4 4 6 -7 -8 8 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=0.0013394677730316996 -1.8554488979686392 6.343746347881499 -3.2433303868456891 -0.5706341803515399 0.4273552551269531 14.833901748657226 -7.3019053649902341 0.031208204269409179 -8.6509575132528944 1.0618357595205308 10.778070623609755 -2.1877975072358784 5.2693898639678958 -2.7883423566818237 -2.2532996193567914 -0.3877630792280567 -2.1352270834682843 -1.9181115905761719 3.141823283195496 -1.1581896631876627 2.3339157609939578 leaf_weight=362228 22 21 38 27 60 22 27 30 24 80 27 38 20 32 36 263 78 25 20 75 20 leaf_count=362228 22 21 38 27 60 22 27 30 24 80 27 38 20 32 36 263 78 25 20 75 20 internal_value=0 2.14881 0.000629779 0.000969244 0.73876 2.84778 -1.103 0.000483337 -2.35128 0.00117048 2.06179 0.080522 1.91448 -0.507468 0.0330006 0.000357924 -0.787476 0.385952 1.10597 0.00109943 0.952291 internal_weight=0 43 363170 363132 239 107 132 362893 106 362787 143 85 47 82 116 362644 341 105 80 362303 50 internal_count=363213 43 363170 363132 239 107 132 362893 106 362787 143 85 47 82 116 362644 341 105 80 362303 50 cat_boundaries=0 1 cat_threshold=2848 is_linear=0 shrinkage=0.01 Tree=812 num_leaves=26 num_cat=0 split_feature=8 18 9 3 7 3 0 1 0 1 1 3 7 0 11 6 10 13 4 1 15 3 8 26 26 split_gain=1.51878e+06 2.31448e+07 7.35472e+06 4.1955e+06 3.07646e+06 1.19779e+07 4.22396e+06 1.39907e+07 2.39117e+06 2.2593e+06 4.70272e+06 2.60553e+06 2.16346e+06 2.08986e+06 1.37303e+06 5.19817e+06 1.33562e+06 1.24834e+06 1.03066e+06 1.37805e+06 729292 2.29587e+06 568998 257367 221075 threshold=2877.4750000000008 321.88825000000003 787.73500000000001 1854.9329420000001 2690.3565000000003 2692.2960000000003 2773.7250000000004 2779.5510000000008 1114.9175000000002 554.77325000000008 13.870700000000001 1278.9218000000003 397.76814000000007 1836.963 2995.7383125000001 456.19875000000008 190.45082400000004 299.07800000000003 1115.3337000000004 959.97700000000009 1425.0630000000003 1278.9218000000003 1926.0125000000005 2022.5000000000002 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=4 2 12 -4 6 8 13 9 16 10 24 -11 -2 14 20 -16 23 18 19 -15 22 -22 -1 -6 -8 right_child=1 -3 3 -5 5 -7 7 -9 -10 11 -12 -13 -14 17 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 leaf_value=0.00075708104830232259 -0.17079630756378172 10.378106154528533 -0.86517510913667228 -7.1140948590365332 -1.017144597539535 -8.6679111856222146 0.50194480895996096 8.189399764449508 -3.2375961227416994 -3.8536574081752613 5.5351668453216556 0.68879523686000288 4.0141480073474707 -0.41489526419685441 -1.1523088773091634 5.5740055236816408 2.4344214933889883 -2.7195256694157917 1.4070117487226212 -2.7879651689529421 -0.23642334392294287 -3.8300697288513188 0.75898063303244234 0.43504565819450042 -0.70614468165806354 leaf_weight=362303 30 22 21 22 26 20 33 27 20 23 20 28 21 104 27 20 27 36 21 32 160 20 99 23 28 leaf_count=362303 30 22 21 22 26 20 33 27 20 23 20 28 21 104 27 20 27 36 21 32 160 20 99 23 28 internal_value=0 1.14494 -1.01602 -4.0623 0.000509758 -1.62776 0.00103012 1.63057 -0.161065 0.288997 1.3271 -1.35976 1.55242 0.000315997 0.000869678 1.70995 0.648548 -1.04 -0.654884 -0.973265 0.000648137 -0.635717 0.000964211 -0.335504 -0.0525881 internal_weight=0 116 94 43 363097 116 362981 159 96 132 81 51 51 362822 362629 47 76 193 157 136 362582 180 362402 49 61 internal_count=363213 116 94 43 363097 116 362981 159 96 132 81 51 51 362822 362629 47 76 193 157 136 362582 180 362402 49 61 is_linear=0 shrinkage=0.01 Tree=813 num_leaves=23 num_cat=1 split_feature=19 15 18 8 24 4 6 5 2 4 2 13 6 2 3 6 3 7 6 6 2 8 split_gain=1.89284e+06 7.01175e+06 3.92081e+06 1.2691e+06 9.66278e+06 3.72763e+07 1.39596e+07 5.76845e+06 1.2083e+07 3.47001e+06 3.60466e+06 2.68029e+06 2.11595e+06 1.86868e+06 1.77056e+07 1.98317e+06 1.45434e+06 1.35516e+06 1.07562e+06 746980 620870 343515 threshold=2812.9105000000004 1206.4050000000002 2924.8625000000006 1926.0125000000005 0 1876.5445000000002 2871.8940000000007 2763.7525000000005 2593.0505000000003 179.27000000000001 9.8167500000000008 18.603000000000005 32.168500000000002 2593.0505000000003 1471.8415000000002 103.43515000000001 2692.2960000000003 44.877000000000002 1913.0125000000005 642.48675000000014 73.663000000000025 2877.4750000000008 decision_type=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 -2 3 7 5 9 12 13 11 10 -5 20 21 16 15 -15 18 -18 -1 -14 -9 -6 right_child=1 -3 -4 4 6 -7 -8 8 -10 -11 -12 -13 19 14 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=0.00070407665179088752 -1.846451008536599 6.23197013491676 -3.2113647045587239 -0.49497752083672419 2.8938463924242104 14.676288126165216 -8.0700969282786055 0.031083113988240561 -8.5727265020211547 -2.1752890431253533 5.1062645378112794 -2.7653456377983092 -2.1485143318176272 0.21488147244308933 8.3907896239669224 -2.8514097792102446 -0.21633028093973797 -2.5422965655215952 0.80343630138985422 0.065814050527719353 2.3057082347869873 1.1248549742925735 leaf_weight=362393 22 21 38 27 23 22 24 30 24 38 20 32 25 66 27 31 60 43 167 39 20 21 leaf_count=362393 22 21 38 27 23 22 24 30 24 38 20 32 25 66 27 31 60 43 167 39 20 21 internal_value=0 2.09882 0.000618102 0.00095422 0.729415 2.81178 -1.08907 0.000474459 -2.33198 0.0717637 1.88853 -0.50542 0.361429 0.00115596 1.22855 -0.765067 0.000736297 -1.18736 0.00107383 -0.799158 0.940933 2.04956 internal_weight=0 43 363170 363132 239 107 132 362893 106 85 47 82 108 362787 124 97 362663 103 362560 64 50 44 internal_count=363213 43 363170 363132 239 107 132 362893 106 85 47 82 108 362787 124 97 362663 103 362560 64 50 44 cat_boundaries=0 1 cat_threshold=2848 is_linear=0 shrinkage=0.01 Tree=814 num_leaves=22 num_cat=1 split_feature=19 15 18 8 24 4 9 5 2 0 1 4 0 13 1 0 7 2 1 1 2 split_gain=1.85517e+06 6.87222e+06 3.84278e+06 1.24385e+06 9.47049e+06 3.65345e+07 1.21727e+07 5.65366e+06 1.18426e+07 5.87098e+06 2.44588e+07 3.40096e+06 3.7861e+06 2.62696e+06 2.62287e+06 2.04842e+06 1.77727e+06 1.67773e+06 1.09224e+06 983252 608515 threshold=2812.9105000000004 1206.4050000000002 2924.8625000000006 1926.0125000000005 0 1876.5445000000002 2724.2674800000009 2763.7525000000005 2593.0505000000003 2773.7250000000004 1891.4572200000002 179.27000000000001 32.114000000000004 18.603000000000005 554.77325000000008 1501.0951200000002 349.25600000000003 863.30000000000007 860.12500000000011 2779.5510000000008 73.663000000000025 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 7 5 11 17 9 13 15 14 12 -5 20 -11 19 -17 18 -6 -1 -9 right_child=1 -3 -4 4 6 -7 -8 8 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=0.0013117523408460263 -1.8279864931106569 6.1696502431233728 -3.1792510252249868 -0.57311112333227088 0.41206097809473674 14.529525312943893 -7.1483743455674915 0.030772257804870608 -8.4869991811116545 1.0404046659469603 10.599250087031612 -2.1535361425500166 5.1673644847869875 -2.7376921796798706 -2.2098802524142793 -0.38118411515602141 -2.0999976882720608 -1.8811708694458009 3.1105092639923093 -1.1437970767339072 2.2826511974334718 leaf_weight=362228 22 21 38 27 60 22 27 30 24 80 27 38 20 32 36 263 78 25 20 75 20 leaf_count=362228 22 21 38 27 60 22 27 30 24 80 27 38 20 32 36 263 78 25 20 75 20 internal_value=0 2.07784 0.000611921 0.000944678 0.722121 2.78366 -1.07818 0.000469714 -2.30866 0.0011444 2.02697 0.0710461 1.86964 -0.500365 0.0316956 0.000345566 -0.774344 0.380044 1.08667 0.0010747 0.931524 internal_weight=0 43 363170 363132 239 107 132 362893 106 362787 143 85 47 82 116 362644 341 105 80 362303 50 internal_count=363213 43 363170 363132 239 107 132 362893 106 362787 143 85 47 82 116 362644 341 105 80 362303 50 cat_boundaries=0 1 cat_threshold=2848 is_linear=0 shrinkage=0.01 Tree=815 num_leaves=30 num_cat=2 split_feature=7 8 16 8 6 6 1 0 6 3 24 7 8 1 1 10 1 1 0 2 3 26 2 3 1 7 8 25 0 split_gain=4.53236e+06 2.74369e+07 7.67747e+06 3.76213e+06 4.7355e+06 2.67845e+06 1.4437e+07 3.02512e+06 1.49091e+06 1.12879e+06 1.51729e+07 1.93682e+07 3.25581e+07 4.81275e+06 1.09107e+07 2.89861e+06 2.79604e+06 2.52026e+06 2.40354e+06 5.31594e+06 8.66916e+06 3.40845e+06 1.00261e+06 1.51528e+06 970780 633480 584696 2.65938e+06 859664 threshold=2690.3565000000003 2877.4750000000008 317.83250000000004 32.326850000000007 103.43515000000001 2871.8940000000007 1461.4925000000003 531.67662500000017 1520.8892800000003 1854.9329420000001 0 148.25225000000003 418.50114000000002 1891.4572200000002 1097.7209 686.95125000000019 1461.4925000000003 56.702905000000008 2773.7250000000004 26.254000000000001 26.149852500000005 2022.5000000000002 2593.0505000000003 566.70675000000006 53.925750000000008 4.5930000000000009 652.05450000000008 1 1266.1895000000002 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 left_child=5 2 3 4 -2 9 7 25 -5 18 11 16 -13 14 15 -12 17 -11 22 21 -21 -20 26 24 -24 -7 28 -28 -1 right_child=1 -3 -4 8 -6 6 -8 -9 -10 10 13 12 -14 -15 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 27 -29 -30 leaf_value=-0.00043171342888838479 -0.25911327857971189 9.4879967847551629 -5.7961256607719092 0.24278097686767577 6.1823130628040861 -0.18363933677226307 -9.2401108751296999 3.4034586941112175 -3.4203037242889405 -0.17495405477636003 -1.2748074423944629 18.066309820175171 0.2385450502236684 -5.3878222113634857 5.9462065382003786 -5.5655072708129891 -2.5220879918878727 3.9173348504525642 -5.8936787071228025 6.0280577068328851 -2.3155636157411519 -1.0858935020709861 -0.57649695049632677 0.74973968505859379 -2.9356248981888231 -2.3284645189557756 1.6006456234741211 0.058951010729010767 -0.45365198818197683 leaf_weight=360972 25 35 23 25 21 40 20 22 20 34 74 20 21 28 20 20 22 27 30 20 33 29 33 34 37 21 115 1094 419 leaf_count=360972 25 35 23 25 21 40 20 22 20 34 74 20 21 28 20 20 22 27 30 20 33 29 33 34 37 21 115 1094 419 internal_value=0 1.74351 -0.634182 0.670486 2.68154 -0.000936548 -1.6133 0.224491 -1.38526 -0.00047915 0.650709 3.0647 8.93502 -1.56303 -0.760717 -2.18772 0.534141 1.63639 -0.000956571 -1.46566 0.832973 -3.53053 -0.000504283 -0.982225 -1.82346 -0.922022 -0.000222708 0.219324 -0.000957181 internal_weight=0 149 114 91 46 363185 103 83 45 363082 266 124 41 142 114 94 83 61 362816 112 53 59 362704 104 70 61 362600 1209 361391 internal_count=363334 149 114 91 46 363185 103 83 45 363082 266 124 41 142 114 94 83 61 362816 112 53 59 362704 104 70 61 362600 1209 361391 cat_boundaries=0 1 7 cat_threshold=2896 1024 1207993408 0 2097152 0 1024 is_linear=0 shrinkage=0.01 Tree=816 num_leaves=30 num_cat=1 split_feature=7 8 9 0 6 6 4 3 3 24 7 8 6 12 0 2 3 26 2 2 2 3 0 6 9 5 8 4 0 split_gain=4.44216e+06 2.68909e+07 7.52254e+06 7.68869e+06 4.76803e+06 2.62515e+06 1.14651e+07 2.91111e+06 1.10632e+06 1.4871e+07 1.89828e+07 3.19102e+07 3.42558e+06 4.18806e+06 2.35571e+06 5.21016e+06 8.49665e+06 3.34063e+06 1.91292e+06 3.46138e+06 982662 1.48512e+06 876379 792031 759644 609588 573782 1.66352e+06 842557 threshold=2690.3565000000003 2877.4750000000008 92.591000000000022 1501.0951200000002 287.23380000000003 2871.8940000000007 1517.5820000000001 73.203000000000017 1854.9329420000001 0 148.25225000000003 418.50114000000002 987.12000000000012 256.21285000000006 2773.7250000000004 26.254000000000001 26.149852500000005 2022.5000000000002 1092.7150000000004 145.14425000000003 2593.0505000000003 566.70675000000006 180.07548000000003 40.13835000000001 1103.8800000000003 54.992700000000006 652.05450000000008 861.89750000000015 1266.1895000000002 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=5 2 4 24 -2 8 7 25 14 10 18 -12 13 23 20 17 -17 -16 19 -10 26 22 -22 -11 -4 -7 28 -28 -1 right_child=1 -3 3 -5 -6 6 -8 -9 9 12 11 -13 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 leaf_value=-0.00042739633807988849 -0.37070770808628634 9.3931168430873324 1.0272290360927583 -7.6664890722794965 5.9327514103480743 -0.38360997979287748 -7.9989488046277657 2.4874974524974824 -0.78166171992266631 -2.1938645896205196 17.885646659851076 0.23615957260131837 1.0087959681616889 -6.235656979878744 -5.8347419389088957 5.9677769203186042 -2.2924079582907937 -1.0750345775998873 -1.4374132993144375 4.3822003273010255 -1.0975661098957061 0.74224227400387033 -3.5743895244598392 -0.1213280805519649 -1.6375445917378302 -2.6260605213858867 0.3734212693460322 -0.66388293149379585 -0.44911546767540367 leaf_weight=360972 28 35 20 22 21 27 22 32 27 54 20 21 36 24 30 20 33 29 31 25 50 34 20 28 23 22 1027 182 419 leaf_count=360972 28 35 20 22 21 27 22 32 27 54 20 21 36 24 30 20 33 29 31 25 50 34 20 28 23 22 1027 182 419 internal_value=0 1.72608 -0.62784 -2.85818 2.33077 -0.000926725 -1.59716 0.141594 -0.000473901 0.644202 3.03405 8.84567 -1.5474 -2.56152 -0.000946548 -1.451 0.824643 -3.49522 0.528799 1.70096 -0.000498782 -0.972402 -1.80523 -1.48617 -0.398115 -1.39042 -0.000220024 0.217268 -0.000947609 internal_weight=0 149 114 65 49 363185 103 81 363082 266 124 41 142 106 362816 112 53 59 83 52 362704 104 70 82 43 49 362600 1209 361391 internal_count=363334 149 114 65 49 363185 103 81 363082 266 124 41 142 106 362816 112 53 59 83 52 362704 104 70 82 43 49 362600 1209 361391 cat_boundaries=0 1 cat_threshold=2896 is_linear=0 shrinkage=0.01 Tree=817 num_leaves=31 num_cat=1 split_feature=7 8 16 8 26 2 5 13 3 0 3 0 2 26 7 0 3 14 16 11 0 3 0 25 8 4 9 10 8 26 split_gain=4.35376e+06 2.63557e+07 7.46112e+06 3.70833e+06 3.25421e+06 2.49859e+06 9.68088e+06 2.25429e+07 5.33523e+06 3.2616e+06 1.81506e+06 1.04436e+06 7.5497e+06 3.11331e+06 2.43929e+06 850484 634292 4.36751e+06 5.5338e+06 3.63423e+06 4.08437e+06 1.72687e+06 1.08724e+06 2.52004e+06 3.12603e+06 2.68054e+06 859488 1.2696e+06 648142 103824 threshold=2690.3565000000003 2877.4750000000008 10.645710000000003 32.326850000000007 2022.5000000000002 2593.0505000000003 1287.5327000000002 207.58814000000004 1854.9329420000001 988.99750000000006 135.22732050000005 2773.7250000000004 26.254000000000001 2022.5000000000002 9.3775000000000031 803.13700000000006 1278.9218000000003 1012.3383000000001 675.22100000000012 419.91000000000003 1501.0951200000002 1854.9329420000001 1266.1895000000002 0 296.88150000000002 308.63840000000005 1889.5600000000002 983.00100000000009 1926.0125000000005 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 2 2 2 2 left_child=5 2 3 4 -2 11 7 9 -8 10 29 16 13 -13 -14 -5 22 19 -19 20 -18 -21 26 24 -24 -25 28 -28 -1 -7 right_child=1 -3 -4 15 -6 6 8 -9 -10 -11 -12 12 14 -15 -16 -17 17 18 -20 21 -22 -23 23 25 -26 -27 27 -29 -30 -31 leaf_value=0.00012501411452563329 5.4876130922980932 9.2991849005562912 -5.0014199039853855 0.11450781958443779 0.042896150861467634 -2.1548255748748777 -1.5370563556836998 9.7053390375773105 -8.210701041793822 -4.6051926708221433 1.981085599899292 -5.588072738051415 3.8332704632098857 -1.0642842347046426 -0.12102854539186528 -2.7668701839447021 0.20189371740245549 -0.020497442592274057 7.2474197750091554 -0.29359879229931124 3.932499121427536 -2.9765818060660849 -2.8943111926243632 0.49829752489573814 0.98172840935843331 -1.4131587321086994 -0.18825094791129232 -2.347779453428168 0.72032850257873537 -1.2114705201557705 leaf_weight=361644 23 35 29 21 21 20 23 21 25 28 20 32 26 29 39 20 354 22 20 47 32 49 81 255 28 103 96 38 125 28 leaf_count=361644 23 35 29 21 21 20 23 21 25 28 20 32 26 29 39 20 354 22 20 47 32 49 81 255 28 103 96 38 125 28 internal_value=0 1.70882 -0.621561 0.872743 2.889 -0.000917458 -1.23121 0.320263 -5.01291 -1.73272 -0.549941 -0.000358266 -0.910616 -3.43742 1.46069 -1.29104 -4.22167e-05 0.347626 3.44042 0.0781301 0.511167 -1.66304 -0.000544958 -0.482742 -1.73908 -0.0502432 7.72692e-05 -0.800655 0.000373862 -1.60454 internal_weight=0 149 114 85 44 363185 165 117 48 96 68 363020 126 61 65 41 362894 524 42 482 386 96 362370 467 109 358 361903 134 361769 48 internal_count=363334 149 114 85 44 363185 165 117 48 96 68 363020 126 61 65 41 362894 524 42 482 386 96 362370 467 109 358 361903 134 361769 48 cat_boundaries=0 6 cat_threshold=1049088 262144 0 1073741824 0 2147484672 is_linear=0 shrinkage=0.01 Tree=818 num_leaves=30 num_cat=1 split_feature=7 8 16 8 6 6 1 0 3 24 7 8 1 1 1 1 0 0 2 3 26 2 3 1 6 11 1 8 7 split_gain=4.26712e+06 2.58313e+07 7.31264e+06 3.63454e+06 4.96498e+06 2.5384e+06 1.39237e+07 2.97015e+06 1.0953e+06 1.45417e+07 1.85543e+07 3.12724e+07 4.70946e+06 1.06634e+07 2.68451e+06 2.44892e+06 2.3236e+06 2.26502e+06 5.00625e+06 8.31762e+06 3.21158e+06 973485 1.44056e+06 956639 837211 634540 1.35849e+06 931969 619931 threshold=2690.3565000000003 2877.4750000000008 10.645710000000003 32.326850000000007 103.43515000000001 2871.8940000000007 1461.4925000000003 531.67662500000017 1854.9329420000001 0 148.25225000000003 418.50114000000002 1891.4572200000002 1097.7209 1461.4925000000003 56.702905000000008 591.40200000000016 2773.7250000000004 26.254000000000001 26.149852500000005 2022.5000000000002 2593.0505000000003 566.70675000000006 53.925750000000008 1295.575 1962.6297000000002 959.97700000000009 1926.0125000000005 4.5930000000000009 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=5 2 3 4 -2 8 7 28 17 10 14 -12 13 16 15 -10 -11 21 20 -20 -19 25 23 -23 -5 27 -27 -1 -7 right_child=1 -3 -4 24 -6 6 -8 -9 9 12 11 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 leaf_value=-0.00028854864065539648 -0.20638437787691755 9.2061933125087201 -4.9514056870032999 0.18613456344604493 6.5398991475105293 -0.17133055560290814 -9.060551750183107 3.3842216613075951 -0.17790078611934887 -1.324888328225226 17.699216907501221 0.22700641921588355 -5.3086983265195578 5.8989502468109132 -2.4670768321644174 3.8560498893702473 -5.1665036964416506 -5.7205136795043954 5.8965293579101559 -2.2761712981715347 -1.053641386196531 -0.55023325110926768 0.72087410085341508 -2.8921160288114804 -2.672671597798665 -0.19133066958189013 -2.7975629089355469 0.81000367030291487 -2.2930943820590066 leaf_weight=362333 24 35 29 20 20 40 20 22 34 74 20 21 28 20 22 27 20 30 20 33 29 33 34 37 21 100 25 142 21 leaf_count=362333 24 35 29 20 20 40 20 22 34 74 20 21 28 20 22 27 20 30 20 33 29 33 34 37 21 100 25 142 21 internal_value=0 1.69173 -0.615346 0.864016 2.86011 -0.000908283 -1.57055 0.234273 -0.000463004 0.640993 3.00403 8.75004 -1.52655 -0.731516 0.527579 1.60762 -2.14225 -0.00093329 -1.4228 0.807867 -3.42663 -0.000494228 -0.967849 -1.78809 -1.27813 -0.000216774 -0.712577 2.88843e-05 -0.901774 internal_weight=0 149 114 85 44 363185 103 83 363082 266 124 41 142 114 83 61 94 362816 112 53 59 362704 104 70 41 362600 125 362475 61 internal_count=363334 149 114 85 44 363185 103 83 363082 266 124 41 142 114 83 61 94 362816 112 53 59 362704 104 70 41 362600 125 362475 61 cat_boundaries=0 1 cat_threshold=2896 is_linear=0 shrinkage=0.01 Tree=819 num_leaves=30 num_cat=0 split_feature=3 12 2 2 1 0 2 3 5 2 3 5 0 12 3 10 14 11 0 9 0 1 3 9 1 3 9 1 2 split_gain=3.51983e+06 2.14119e+07 6.29524e+07 1.44161e+07 2.9654e+06 2.67208e+06 4.04696e+06 8.81328e+06 4.44445e+06 1.12557e+06 1.74414e+06 2.92863e+06 1.69903e+06 845753 703924 4.5028e+06 4.29132e+06 2.23371e+06 2.60418e+06 1.64399e+06 1.08544e+06 2.37357e+06 1.69737e+06 1.63059e+06 1.00337e+06 5.22597e+06 1.27553e+06 263661 100598 threshold=2692.2960000000003 41.70600000000001 2593.0505000000003 2593.0505000000003 227.67125000000004 2773.7250000000004 26.254000000000001 7.9742500000000005 188.37900000000005 2593.0505000000003 353.54500000000002 543.59225000000015 109.33375000000002 517.51460000000009 1278.9218000000003 983.00100000000009 1012.3383000000001 559.46375000000012 1501.0951200000002 502.38034000000005 1266.1895000000002 860.12500000000011 292.91330000000005 981.55950000000007 2779.5510000000008 92.246000000000009 1889.5600000000002 53.925750000000008 11.926500000000003 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=5 3 -3 4 28 9 -7 -8 -9 14 12 -12 27 -13 20 17 -17 18 -16 -19 24 22 -22 -23 26 -26 -1 -11 -2 right_child=1 2 -4 -5 -6 6 7 8 -10 10 11 13 -14 -15 15 16 -18 19 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 leaf_value=0.00026529765781384973 0.035511485013094812 -1.4853528388770851 20.192174110412598 -6.7973817110061647 3.5110828492045405 -3.3450274151166282 5.8366760025024416 -5.5367713928222662 0.19559196092580494 -0.40605315113067625 3.4696050958633426 0.23934601193382626 -4.4442807388305665 -2.5987502960931685 0.062320742310973752 1.0045788532978781 6.7539045181274417 0.17034147989182244 3.4787916723887129 -3.5035415455390666 -0.44738681752003473 -2.4026852670381236 1.2143657601032503 0.64818399602716625 -0.70243868319884584 5.2233695064891474 -0.96132166134706443 -1.8291560958779378 -0.90066464006900793 leaf_weight=361762 22 37 21 32 32 60 20 21 38 30 20 21 20 21 317 37 20 21 24 29 290 86 78 22 46 22 138 23 24 leaf_count=361762 22 37 21 32 32 60 20 21 38 30 20 21 20 21 317 37 20 21 24 29 290 86 78 22 46 22 138 23 24 internal_value=0 1.44691 6.36341 -1.14542 1.17333 -0.000881445 -1.38711 0.0999217 -1.84474 -0.000350671 -0.913283 0.320074 -1.96079 -1.1797 -1.10493e-05 0.396135 3.02189 0.0133533 0.302776 -1.96051 -0.000500707 -0.477715 -0.0951675 -1.78121 0.000126846 1.21473 -0.000101375 -1.02363 -0.452928 internal_weight=0 168 58 110 78 363166 139 79 59 363027 135 62 73 42 362892 448 57 391 341 50 362444 476 368 108 361968 68 361900 53 46 internal_count=363334 168 58 110 78 363166 139 79 59 363027 135 62 73 42 362892 448 57 391 341 50 362444 476 368 108 361968 68 361900 53 46 is_linear=0 shrinkage=0.01 Tree=820 num_leaves=29 num_cat=1 split_feature=0 9 1 12 6 2 26 6 7 1 9 2 9 6 1 16 1 16 19 2 12 25 4 7 4 1 1 4 split_gain=5.19998e+06 2.05263e+07 6.69705e+07 7.94566e+06 7.13187e+06 6.89869e+06 4.44882e+06 3.8733e+06 8.04434e+06 1.52261e+06 1.281e+06 957358 676542 1.11016e+06 1.62824e+06 631233 6.57977e+06 2.00874e+06 2.15013e+06 1.78937e+06 775239 2.02939e+06 2.83168e+06 1.2263e+06 513717 3.54113e+06 708452 114593 threshold=2773.7250000000004 12.515000000000002 2779.5510000000008 83.704444500000022 2871.8940000000007 27.046500000000005 2022.5000000000002 2871.8940000000007 710.08000000000004 1256.4300000000001 104.01250000000002 1254.2925000000002 2724.2674800000009 1118.3050000000001 117.95700000000001 1159.9970000000001 1461.4925000000003 1333.2175000000002 255.24934500000003 863.30000000000007 875.1645000000002 0 1517.5820000000001 759.38475000000005 1876.5445000000002 629.11000000000013 1256.4300000000001 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 9 2 2 2 2 2 2 left_child=7 2 5 -3 -5 6 -2 12 10 -10 27 -7 15 14 -14 20 17 18 -17 -19 24 23 -23 -22 26 -26 -1 -9 right_child=1 3 -4 4 -6 11 -8 8 9 -11 -12 -13 13 -15 -16 16 -18 19 -20 -21 21 22 -24 -25 25 -27 -28 -29 leaf_value=0.0012507708191906903 5.580188107644358 -6.4097321770985927 19.984044395793571 -3.1070674007279528 4.7115190610885627 -0.87831432489248429 -0.38100922175816132 -0.20237028636932372 -3.500466112409319 -7.3557953929901121 2.3716440695524215 -3.7884575271606447 -1.5030221593379975 -2.6683776519775395 2.1342042789459228 0.079350687475765444 5.1681329924971964 -0.10733461265163176 4.0914846099506725 -2.8311176381792342 0.33463863763315926 -0.4490801616732667 -3.4123824855259488 2.9310346503879714 -0.39040444342122566 2.4708674461122544 -0.36954970321914027 -1.204393424306597 leaf_weight=361328 31 30 22 28 20 26 21 25 21 20 20 20 32 25 20 34 27 174 22 28 87 410 35 23 138 63 516 21 leaf_count=361328 31 30 22 28 20 26 21 25 21 20 20 20 32 25 20 34 27 174 22 28 87 410 35 23 138 63 516 21 internal_value=0 1.62105 4.2169 -2.37256 0.150677 0.67734 3.17278 4.03424e-05 -1.90228 -5.38111 0.258809 -2.14359 0.000601141 -0.93665 -0.104089 0.000800015 0.471237 -0.0202982 1.65555 -0.484889 0.000430256 -0.373025 -0.667157 0.804395 0.00100275 0.506412 0.000721999 -0.659816 internal_weight=0 198 120 78 48 98 52 363069 107 41 66 46 362962 77 52 362885 285 258 56 202 362600 555 445 110 362045 201 361844 46 internal_count=363267 198 120 78 48 98 52 363069 107 41 66 46 362962 77 52 362885 285 258 56 202 362600 555 445 110 362045 201 361844 46 cat_boundaries=0 6 cat_threshold=134217728 262208 256 0 2097152 2147483648 is_linear=0 shrinkage=0.01 Tree=821 num_leaves=32 num_cat=1 split_feature=0 9 1 11 2 3 8 5 5 1 2 12 13 16 3 12 20 1 0 5 2 1 1 10 9 16 8 24 9 13 12 split_gain=5.09651e+06 2.01178e+07 6.56378e+07 7.80562e+06 6.7614e+06 2.99184e+06 7.71092e+06 3.055e+06 1.23321e+06 1.14745e+06 938306 664865 1.8384e+06 1.02736e+06 1.00117e+07 1.07766e+06 1.52672e+06 880958 3.84054e+06 1.98634e+06 850957 1.06576e+06 765040 895111 638911 602462 512112 499951 466556 390689 25545.9 threshold=2773.7250000000004 12.515000000000002 2779.5510000000008 1022.9471520000001 27.046500000000005 2692.2960000000003 1548.5050000000003 1121.68056 139.80500000000004 32.44100000000001 1254.2925000000002 1521.0400000000002 345.91750000000008 1159.9970000000001 1278.9218000000003 483.50625000000008 408.48250000000007 2779.5510000000008 22.611000000000004 42.360942999999999 863.30000000000007 104.96200000000002 153.42400000000001 602.04700000000014 2724.2674800000009 675.22100000000012 284.90550000000007 0 636.6312200000001 1280.8870000000004 2813.3566500000006 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 1 2 2 2 left_child=5 2 4 -3 -2 11 7 8 9 -7 -6 13 20 17 15 28 -17 24 -19 -20 21 30 29 -24 27 -25 -26 -1 -15 -14 -13 right_child=1 3 -4 -5 10 6 -8 -9 -10 -11 -12 12 22 14 -16 16 -18 18 19 -21 -22 -23 23 25 26 -27 -28 -29 -30 -31 -32 leaf_value=-0.019424958002859618 3.141053774173443 -5.5122482206882584 19.784204250682485 0.81458455990522338 -0.86953127934382513 -1.5354778372856879 -6.1622763007027768 3.0570154779607601 -2.8426685488224028 1.3769946750005086 -3.7505729942321779 -0.11128973472118378 -1.3198707393646241 -0.22094029033517504 6.9285769786005442 2.2376223241715203 -0.9240796200434368 2.0186237565932736 -4.2137707318930788 -0.82719877243041995 -1.4896019487795622 2.1033537780537324 -3.5375678578129524 -2.3756785819644022 -0.21934067765871684 0.049435874938964848 -2.3859875583648682 0.0076969227316552617 -1.8171727457500639 0.50731794487346304 0.29395579939796812 leaf_weight=90633 52 39 22 39 26 31 28 22 28 24 20 60 25 143 23 42 24 31 29 43 23 34 27 21 24 20 20 271650 21 22 21 leaf_count=90633 52 39 22 39 26 31 28 22 28 24 20 60 25 143 23 42 24 31 29 43 23 34 27 21 24 20 20 271650 21 22 21 internal_value=0 1.60484 4.17473 -2.34883 0.670567 3.99391e-05 -1.49952 -0.256117 -1.1343 -0.264581 -2.12216 0.000589461 -0.511865 0.000946938 0.637962 0.0089006 1.08791 0.00050226 -0.92419 -2.19123 0.266296 0.617476 -1.44566 -2.12375 0.000765126 -1.1927 -1.20418 0.000911469 -0.425336 -0.464591 -0.00622608 internal_weight=0 198 120 78 98 363069 133 105 83 55 46 362936 253 362683 253 230 66 362430 103 72 138 115 115 68 362327 41 44 362283 164 47 81 internal_count=363267 198 120 78 98 363069 133 105 83 55 46 362936 253 362683 253 230 66 362430 103 72 138 115 115 68 362327 41 44 362283 164 47 81 cat_boundaries=0 1 cat_threshold=2688 is_linear=0 shrinkage=0.01 Tree=822 num_leaves=35 num_cat=2 split_feature=8 19 3 1 15 3 2 26 6 6 9 24 3 4 4 19 9 10 12 20 14 2 2 3 4 6 25 9 15 12 2 2 3 26 split_gain=2.13772e+06 7.70312e+06 9.98023e+06 1.92987e+06 1.79415e+07 4.34826e+07 4.8201e+06 2.51301e+06 2.05168e+06 1.1785e+06 815775 1.28969e+06 1.7916e+06 1.53737e+06 2.88196e+06 992721 2.35898e+06 3.21828e+06 1.16028e+06 1.01585e+06 943758 1.67616e+06 744168 557880 3.26873e+06 1.51261e+06 557232 2.43012e+06 1.02547e+06 540095 528489 524992 397374 9088.89 threshold=2877.4750000000008 192.34500000000003 2692.2960000000003 2779.5510000000008 85.940000000000012 2692.2960000000003 4.7879500000000013 2022.5000000000002 685.98275000000012 543.33000000000004 1279.0000000000002 0 1854.9329420000001 179.27000000000001 536.17500000000007 762.32868000000008 222.41800000000003 983.00100000000009 176.90250000000003 575.81500000000017 261.96310000000005 957.78375000000017 78.697325000000021 2692.2960000000003 258.76800000000009 362.02000000000004 1 383.33200000000005 2640.1488000000004 71.380875000000017 187.69100000000003 55.08700000000001 20.453500000000005 2022.5000000000002 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 9 2 2 2 2 2 2 2 left_child=3 2 9 10 5 6 7 -5 -8 32 15 13 20 29 -15 23 19 18 -18 22 21 -13 -17 26 31 -26 27 -1 -28 33 -22 -25 -2 -12 right_child=1 -3 -4 4 -6 -7 8 -9 -10 -11 11 12 -14 14 -16 16 17 -19 -20 -21 30 -23 -24 24 25 -27 28 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.030524405375862554 -0.29249309199196949 4.4094724531173703 -7.3642001974171603 4.7500253653526308 -5.2554193544387822 15.980424499511718 -3.1407199338964511 0.2662659091949463 0.83464335167407999 -2.0248755055089154 0.15894356003403665 -0.62114121969923919 -3.5855944112485107 4.2633569510777791 -0.23579048797062466 -0.13114393597254989 2.9006543674468994 5.1258229645438815 0.081073124982692577 -1.7098217901299078 -0.6160734074456351 2.1563317893981937 1.4121646848179046 1.8145512337520204 -0.69487300491333004 -4.3845185821533201 -0.0027135457938109297 0.82545561884853103 -1.8516413955291111 -1.8245289852308191 -2.4370096884547054 -0.14236404712383563 1.5530593571662903 -0.10442416605196501 leaf_weight=33724 28 20 29 25 35 21 37 25 20 31 20 166 22 24 35 122 20 23 54 31 28 25 42 29 20 25 328023 389 30 23 37 26 20 38 leaf_count=33724 28 20 29 25 35 21 37 25 20 31 20 166 22 24 35 122 20 23 54 31 28 25 42 29 20 25 328023 389 30 23 37 26 20 38 internal_value=0 -1.29119 -2.34687 0.00136093 1.08922 2.82408 0.241995 2.50815 -1.74586 -0.50506 0.000872414 -0.440644 -0.817721 0.342097 1.59437 0.00138145 0.584219 1.85861 0.843122 -0.0497083 -0.611799 -0.257598 0.264094 0.000911658 -0.745899 -2.74468 0.00111786 0.0395776 -0.00288254 -0.52782 -1.65261 0.889464 0.476487 -0.0136077 internal_weight=0 128 108 363139 163 128 107 50 57 79 362976 418 278 140 59 362558 292 97 74 195 256 191 164 362266 100 45 362166 34113 328053 81 65 55 48 58 internal_count=363267 128 108 363139 163 128 107 50 57 79 362976 418 278 140 59 362558 292 97 74 195 256 191 164 362266 100 45 362166 34113 328053 81 65 55 48 58 cat_boundaries=0 1 7 cat_threshold=1328 2155888640 152109056 67109904 1146421760 272636033 9466984 is_linear=0 shrinkage=0.01 Tree=823 num_leaves=34 num_cat=1 split_feature=0 9 1 12 13 2 26 7 3 3 2 3 9 7 7 24 12 19 13 16 3 12 3 1 0 2 0 2 12 10 7 13 9 split_gain=4.99839e+06 1.95399e+07 6.38662e+07 7.70762e+06 8.40625e+06 6.61198e+06 4.36222e+06 3.12767e+06 7.43918e+06 1.10628e+06 915949 770968 600988 1.58729e+06 2.88531e+06 1.52524e+06 1.53789e+06 1.21768e+06 896288 781947 6.12084e+06 988338 3.71751e+06 2.20187e+06 1.04703e+06 895013 2.00189e+06 813283 739873 1.26752e+06 338320 221340 170584 threshold=2773.7250000000004 12.515000000000002 2779.5510000000008 83.704444500000022 1950.3035000000002 27.046500000000005 2022.5000000000002 2690.3565000000003 2692.2960000000003 248.70244000000002 1254.2925000000002 1107.1660000000004 1279.0000000000002 1888.9124200000003 654.14525000000003 0 679.73250000000019 665.12000000000012 972.56475000000012 1159.9970000000001 1107.1660000000004 729.25800000000015 602.3524450000001 1097.7209 885.78750000000014 2593.0505000000003 885.78750000000014 1800.6974500000001 483.50625000000008 413.33370500000007 183.40100000000004 157.48500000000004 26.246250000000003 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 left_child=7 2 5 -3 -5 6 -2 12 9 32 -7 -11 19 14 15 16 -14 18 -16 21 28 25 24 -24 -23 27 -27 -1 31 -30 -17 -21 -9 right_child=1 3 -4 4 -6 10 -8 8 -10 11 -12 -13 13 -15 17 30 -18 -19 -20 20 -22 22 23 -25 -26 26 -28 -29 29 -31 -32 -33 -34 leaf_value=0.0013626541565147907 5.4923634178407736 -6.2834012345472967 19.519389025677334 4.3628483160336815 -4.0068622175852457 -0.85861400164090673 -0.41053193046933134 -0.91519742488861089 -7.1941607024669647 1.8249967651367189 -3.7051253623962404 -0.80914624977111815 0.32785674996295222 1.7683403006196023 -2.039104461982602 -0.4332265498890327 3.326643261909485 -3.9759485244750978 0.20911192932128905 -0.17106969741674569 4.7968196996053063 -0.13187971120849948 -1.3015913691293626 -4.7177830923121915 1.758418160100137 0.097370313739776615 3.2728413560655385 -0.77783739065056423 2.3158135497185492 -0.52140440225601192 -1.4710760129292806 -1.024047275920247 -2.0954961704254154 leaf_weight=361357 31 30 22 24 24 26 21 24 20 25 20 20 118 32 61 104 20 23 25 104 30 535 105 23 31 75 27 134 31 32 45 43 25 leaf_count=361357 31 30 22 24 24 26 21 24 20 25 20 20 118 32 61 104 20 23 25 104 30 535 105 23 31 75 27 134 31 32 45 43 25 internal_value=0 1.58931 4.12202 -2.30716 0.177993 0.665466 3.1085 3.01949e-05 -1.65608 -0.477768 -2.09623 0.654267 0.000550361 -0.373952 -0.547067 -0.0210245 0.710946 -1.93215 -1.38555 0.000992499 0.571602 0.000614494 -0.376399 -1.91544 -0.0283475 0.00133809 0.937936 0.00107381 -0.032 0.874687 -0.699711 -0.42058 -1.51739 internal_weight=0 198 120 78 48 98 52 363069 114 94 46 45 362955 428 396 287 138 109 86 362527 240 362287 694 128 566 361593 102 361491 210 63 149 147 49 internal_count=363267 198 120 78 48 98 52 363069 114 94 46 45 362955 428 396 287 138 109 86 362527 240 362287 694 128 566 361593 102 361491 210 63 149 147 49 cat_boundaries=0 1 cat_threshold=2834 is_linear=0 shrinkage=0.01 Tree=824 num_leaves=24 num_cat=0 split_feature=0 9 1 11 2 26 6 3 8 5 2 9 5 5 3 3 5 5 6 5 5 0 8 split_gain=4.89892e+06 1.9151e+07 6.25953e+07 7.6386e+06 6.4804e+06 4.27541e+06 3.71771e+06 9.30615e+06 1.00055e+06 946716 897722 631462 1.2131e+06 1.08228e+06 6.48428e+06 553841 1.33457e+06 2.4797e+06 728878 4.09498e+06 638772 344228 154854 threshold=2773.7250000000004 12.515000000000002 2779.5510000000008 1022.9471520000001 27.046500000000005 2022.5000000000002 2871.8940000000007 1854.9329420000001 818.62500000000011 284.82500000000005 1254.2925000000002 2724.2674800000009 658.22750000000008 2763.7525000000005 1278.9218000000003 2692.2960000000003 911.29109000000005 139.80500000000004 1913.0125000000005 1287.5327000000002 1121.68056 227.58775000000003 11.995675000000002 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 2 4 -3 5 -2 11 8 9 -8 -6 13 22 15 21 18 17 -17 20 -20 -1 -15 -13 right_child=1 3 -4 -5 10 -7 7 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 leaf_value=0.00092376976834956622 5.4374393340080021 -5.4134757917355278 19.32419531735507 0.8453019464932956 -0.8500278883713942 -0.40642658142816451 -0.58602727135545329 -7.4996674562537162 -2.046152065594991 2.0206200391596014 -3.6680740699768069 -0.35850364875793461 -2.2444096896383496 0.055817034762838613 5.23293454558761 -0.22563354977694425 1.4833884847731817 -4.1980291778391061 -0.16772701800496953 4.380947032928467 -0.3542761089627795 -1.3353380762297531 0.87099679311116529 leaf_weight=362058 31 39 22 39 26 21 38 23 24 22 20 20 36 46 27 55 21 22 95 25 507 29 21 leaf_count=362058 31 39 22 39 26 21 38 23 24 22 20 20 36 46 27 55 21 22 95 25 507 29 21 internal_value=0 1.57342 4.0808 -2.28409 0.658811 3.07742 2.98931e-05 -1.8637 -0.320512 0.369743 -2.07527 0.000579313 -0.904908 0.000771447 1.03071 0.000481871 -0.751177 -1.3606 0.000684974 0.779913 0.000427069 -0.482096 0.27124 internal_weight=0 198 120 78 98 52 363069 107 84 60 46 362962 77 362885 102 362783 98 77 362685 120 362565 75 41 internal_count=363267 198 120 78 98 52 363069 107 84 60 46 362962 77 362885 102 362783 98 77 362685 120 362565 75 41 is_linear=0 shrinkage=0.01 Tree=825 num_leaves=29 num_cat=2 split_feature=1 6 13 6 11 6 3 2 4 3 10 0 1 0 25 4 2 2 20 24 6 5 11 15 26 4 0 4 split_gain=3.44393e+06 2.34174e+07 2.02142e+07 3.34006e+06 9.95933e+06 3.12609e+06 3.5158e+06 1.72782e+06 1.53285e+06 840103 3.74088e+06 1.28504e+06 2.04115e+06 937938 9.71401e+06 2.72006e+07 1.55915e+07 6.14167e+06 4.67241e+06 3.31767e+06 1.45818e+06 715437 1.24826e+06 697947 675120 638852 585203 420383 threshold=2779.5510000000008 2871.8940000000007 320.24300000000005 2871.8940000000007 250.65000000000003 685.98275000000012 137.82020000000003 131.45865000000003 202.85550000000003 2692.2960000000003 1274.5290000000002 5.882454000000001 860.12500000000011 1114.9175000000002 0 14.450258500000002 131.45865000000003 215.24100000000001 160.29750000000004 1 543.33000000000004 2763.7525000000005 93.080750000000009 2640.1488000000004 2022.5000000000002 13.808400000000001 562.18200000000013 53.21200000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=3 2 5 9 7 6 24 -5 -8 13 11 -11 -13 21 15 16 -15 18 -16 -19 -17 23 27 26 -2 -25 -1 -23 right_child=1 -3 -4 4 -6 -7 8 -9 -10 10 -12 12 -14 14 17 20 -18 19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 leaf_value=-1.3291915968544635e-06 -1.7249850656305039 -8.6060459062788226 8.2101635158061974 1.1632975034152759 6.3218868652979534 1.8315743148803711 -6.3759939670562744 -2.0741772872209547 -2.4608353843688966 1.2258762220902877 -4.7859500513076787 -3.3208399963378907 0.66827610147410421 11.457666904449464 -1.2569915225112502 -2.1416623911949304 1.2623974100748698 2.2081393728417864 3.7056956422328948 0.051814944846876737 0.79720376396179204 0.90676285306612658 -2.749211940765381 0.0035178216099739073 0.40125461679883301 -2.4659227217327464 -0.19747224215934747 -1.056272466659546 leaf_weight=360185 28 36 27 34 33 25 20 32 20 44 20 23 29 40 369 52 24 108 20 193 25 24 26 20 32 22 1507 20 leaf_count=360185 28 36 27 34 33 25 20 32 20 44 20 23 29 40 369 52 24 108 20 193 25 24 26 20 32 22 1507 20 internal_value=0 -1.35399 0.363604 -0.000169603 1.83637 -1.33125 -2.12196 -0.406387 -4.41841 -0.000670821 -0.85155 -0.0318829 -1.09614 -0.000398641 0.335175 2.63025 7.63444 -0.169482 -1.00184 0.900594 -1.18749 -0.0011694 -1.01204 -0.00097378 -0.590991 -1.29 -0.000824097 0.0144741 internal_weight=0 188 152 362850 99 125 100 66 40 362751 116 96 52 362635 831 141 64 690 389 301 77 361804 70 361734 60 42 361692 44 internal_count=363038 188 152 362850 99 125 100 66 40 362751 116 96 52 362635 831 141 64 690 389 301 77 361804 70 361734 60 42 361692 44 cat_boundaries=0 4 5 cat_threshold=9437696 0 0 1073741824 1068 is_linear=0 shrinkage=0.01 Tree=826 num_leaves=28 num_cat=2 split_feature=1 6 4 6 11 4 3 2 12 3 10 5 5 2 24 25 15 15 26 4 1 2 4 10 1 26 2 split_gain=3.3754e+06 2.29514e+07 1.7794e+07 3.27359e+06 9.76114e+06 1.7155e+06 3.93605e+06 1.69343e+06 1.38235e+06 823386 3.66644e+06 933623 1.033e+06 1.76979e+06 586292 2.57395e+06 4.47955e+06 4.16205e+07 3.72149e+06 1.54534e+06 7.57026e+06 1.43848e+06 1.14331e+06 1.11161e+06 1.12358e+06 423587 64456.3 threshold=2779.5510000000008 2871.8940000000007 1876.5445000000002 2871.8940000000007 250.65000000000003 258.76800000000009 137.82020000000003 131.45865000000003 221.87500000000003 2692.2960000000003 1274.5290000000002 763.31500000000017 7.2831999999999999 104.10200000000002 0 1 11.588425000000003 30.245625000000008 2022.5000000000002 2632.2792750000003 629.11000000000013 2593.0505000000003 726.06900000000007 2855.9890500000006 959.97700000000009 2022.5000000000002 12.50445 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 left_child=3 2 5 9 7 6 25 -5 -7 14 11 12 13 -11 15 16 18 -18 -1 23 26 22 -17 24 -16 -2 -21 right_child=1 -3 -4 4 -6 8 -8 -9 -10 10 -12 -13 -14 -15 19 21 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.37737563912489275 -1.6767828459399088 -8.5199851851993138 7.2597381200790405 1.1516645898538478 6.2586684688654817 2.1219722620646158 -5.6809148406982422 -2.0534355062246323 -1.5514942801287399 -1.6054848877588908 -4.7380905847549437 1.6303529907226562 -2.2529254943847654 2.3211727055636322 -0.01016642373765618 0.0044999458587668233 14.029421209494274 0.023622698705704485 -0.079170925446842497 -0.58871914193034169 6.0066528828938806 -2.3026543899818703 0.64527062860360929 -1.8196318002308116 -0.46987913321039693 0.033412563959757488 -1.3649446408644965 leaf_weight=3670 28 36 30 34 33 21 23 32 20 24 20 25 25 22 211004 143337 24 183 3477 20 24 27 279 34 533 30 23 leaf_count=3670 28 36 30 34 33 21 23 32 20 24 20 25 25 22 211004 143337 24 183 3477 20 24 27 279 34 533 30 23 internal_value=0 -1.34045 0.359968 -0.000167284 1.81801 -1.3367 -2.18035 -0.402323 0.330037 -0.00066349 -0.843034 -0.0315641 -0.616746 0.272482 -0.000394032 0.0146588 0.197002 1.64748 0.155267 -0.0111339 1.50734 0.00531049 0.00574476 -0.0116153 -0.0113247 -0.792199 -1.00391 internal_weight=0 188 152 362850 99 122 81 66 41 362751 116 96 71 46 362635 150997 7354 207 7147 211638 67 143643 143616 211571 211537 58 43 internal_count=363038 188 152 362850 99 122 81 66 41 362751 116 96 71 46 362635 150997 7354 207 7147 211638 67 143643 143616 211571 211537 58 43 cat_boundaries=0 1 7 cat_threshold=279 2156920832 4 2147483649 1073816352 34816 1024 is_linear=0 shrinkage=0.01 Tree=827 num_leaves=27 num_cat=1 split_feature=1 6 13 6 9 6 3 5 8 2 3 10 5 5 2 25 2 2 1 9 9 1 11 2 3 5 split_gain=3.30823e+06 2.24947e+07 1.97173e+07 3.20845e+06 1.28246e+07 3.01305e+06 3.43647e+06 1.51402e+06 1.92388e+06 1.1655e+06 807000 3.59348e+06 915044 1.01245e+06 1.73457e+06 469680 2.87194e+06 1.74213e+06 2.68967e+06 1.10367e+06 1.19058e+07 1.16407e+06 734011 1.95844e+06 1.21914e+06 679835 threshold=2779.5510000000008 2871.8940000000007 320.24300000000005 2871.8940000000007 1279.0000000000002 685.98275000000012 137.82020000000003 658.22750000000008 7.3040000000000012 1254.2925000000002 2692.2960000000003 1274.5290000000002 763.31500000000017 7.2831999999999999 104.10200000000002 0 2593.0505000000003 2593.0505000000003 860.12500000000011 365.76300000000003 406.08214000000004 355.00374000000005 177.60300000000004 1444.3300000000002 1854.9329420000001 1.7553000000000001 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=3 2 5 10 7 6 -2 8 -5 -8 15 12 13 14 -12 16 19 22 25 21 -21 -1 24 -24 -17 -19 right_child=1 -3 -4 4 -6 -7 9 -9 -10 -11 11 -13 -14 -15 -16 17 -18 18 -20 20 -22 -23 23 -25 -26 -27 leaf_value=0.016433186206900222 -0.58021157819032665 -8.4347855928209103 8.105900878906251 -0.78004878691264568 8.5333004981821237 1.7875855789184569 -2.6572377052307128 -1.9790043381282263 3.2239882850646975 -6.0711787786483766 -1.5894300778706869 -4.6907097215652467 1.6140495513916018 -2.2303962066650391 2.2979608951915398 -0.0059291235602250726 3.1774866919681943 -3.329707573743967 1.2590328583893953 4.6383354607566458 -0.060406381553219209 0.43833881799943913 0.10516659226672674 1.856387436206524 1.469680278641837 -1.2172425445556641 leaf_weight=39374 60 36 27 28 22 25 20 28 21 20 24 20 25 25 22 318188 29 39 27 61 465 665 3641 65 56 25 leaf_count=39374 60 36 27 28 22 25 20 28 21 20 24 20 25 25 22 318188 29 39 27 61 465 665 3641 65 56 25 internal_value=0 -1.32704 0.356368 -0.000165611 1.79983 -1.31753 -2.09381 -0.124023 0.935967 -4.36421 -0.000656855 -0.834604 -0.0312484 -0.610579 0.269757 -0.000390091 0.0316602 -0.00443095 -1.38787 0.0294191 0.484505 0.0234405 -0.00404006 0.135881 -0.00566947 -2.50453 internal_weight=0 188 152 362850 99 125 100 77 49 40 362751 116 96 71 46 362635 40594 322041 91 40565 526 40039 321950 3706 318244 64 internal_count=363038 188 152 362850 99 125 100 77 49 40 362751 116 96 71 46 362635 40594 322041 91 40565 526 40039 321950 3706 318244 64 cat_boundaries=0 6 cat_threshold=3229614084 135595012 4 1078264593 268441728 1611690026 is_linear=0 shrinkage=0.01 Tree=828 num_leaves=30 num_cat=1 split_feature=1 6 13 6 9 0 6 3 1 4 3 10 0 1 0 25 4 0 9 4 0 10 5 9 15 26 4 0 3 split_gain=3.24239e+06 2.2047e+07 1.9325e+07 3.1446e+06 1.25694e+07 4.83637e+06 2.95309e+06 3.36809e+06 2.75354e+06 1.44103e+06 790941 3.52196e+06 1.27877e+06 1.96627e+06 913918 9.51457e+06 2.66559e+07 1.07832e+07 4.70791e+06 3.4166e+06 6.06112e+06 2.39016e+06 704903 1.6863e+06 680695 651461 623329 576980 195303 threshold=2779.5510000000008 2871.8940000000007 320.24300000000005 2871.8940000000007 1279.0000000000002 988.99750000000006 685.98275000000012 137.82020000000003 68.265000000000015 202.85550000000003 2692.2960000000003 1274.5290000000002 5.882454000000001 860.12500000000011 1114.9175000000002 0 14.450258500000002 1836.963 981.55950000000007 93.042000000000016 2773.7250000000004 1105.5920000000003 2763.7525000000005 564.5870000000001 2640.1488000000004 2022.5000000000002 13.808400000000001 562.18200000000013 22.503750000000004 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=3 2 6 10 5 8 7 25 -5 -9 14 12 -12 -14 22 16 17 -16 -18 20 -17 -21 24 28 27 -2 -26 -1 -24 right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11 11 -13 13 -15 15 19 18 -19 -20 21 -22 -23 23 -25 26 -27 -28 -29 -30 leaf_value=1.1947075214383596e-05 -1.6883568546601706 -8.3504375839233393 8.0248412492098637 -0.25417282516891893 8.4479676910235799 -4.3537198638916017 1.7697098083496092 -6.2186107959747314 4.3512276773452765 -2.4225216636657714 1.2237502804669467 -4.64380259513855 -3.2761021522853686 0.63915466834758894 3.4512548136711123 -0.29449451875278138 -2.74102206938917 11.660712466239929 2.7324960188432175 0.21390564132143153 -3.915612053871155 2.578633961771049 -0.49287395477294921 -3.2971408579566264 0.0037566110491752624 0.40029443413019183 -2.435496540828185 -0.19606672051633994 0.80096664810180673 leaf_weight=360185 28 36 27 37 22 20 25 20 20 20 44 20 23 29 32 321 55 32 22 264 54 51 28 22 20 32 22 1507 20 leaf_count=360185 28 36 27 37 22 20 25 20 20 20 44 20 23 29 32 321 55 32 22 264 54 51 28 22 20 32 22 1507 20 internal_value=0 -1.31377 0.352804 -0.000163955 1.78183 -0.122782 -1.30436 -2.07287 1.36176 -4.32057 -0.000650286 -0.826258 -0.030936 -1.09259 -0.00038619 0.330863 2.60226 7.55598 -1.17716 -0.168563 -0.815935 0.596766 -0.00114701 -1.00455 -0.000952842 -0.57441 -1.27395 -0.00080502 0.0462263 internal_weight=0 188 152 362850 99 77 125 100 57 40 362751 116 96 52 362635 831 141 64 77 690 375 315 361804 70 361734 60 42 361692 48 internal_count=363038 188 152 362850 99 77 125 100 57 40 362751 116 96 52 362635 831 141 64 77 690 375 315 361804 70 361734 60 42 361692 48 cat_boundaries=0 4 cat_threshold=9437696 0 0 1073741824 is_linear=0 shrinkage=0.01 Tree=829 num_leaves=33 num_cat=2 split_feature=1 6 13 6 17 6 11 0 2 0 25 24 0 10 1 0 0 2 4 1 0 12 2 1 2 4 13 12 2 11 2 12 split_gain=3.17787e+06 2.16083e+07 1.89404e+07 3.08202e+06 9.34337e+06 2.89432e+06 2.69853e+06 1.2247e+06 892114 628539 9.99405e+06 1.26469e+07 3.24466e+07 8.92414e+06 7.97813e+06 3.80696e+06 3.2126e+06 4.41441e+06 2.50439e+06 2.4785e+06 1.7732e+06 1.25943e+06 1.14629e+06 740177 1.61105e+06 989161 632497 550934 1.08886e+06 838808 536337 10187.8 threshold=2779.5510000000008 2871.8940000000007 320.24300000000005 2871.8940000000007 86.454999999999998 685.98275000000012 250.65000000000003 1114.9175000000002 249.90350000000004 1114.9175000000002 0 1 2773.7250000000004 83.03100000000002 786.48464000000001 1501.0951200000002 2773.7250000000004 117.57500000000002 1876.5445000000002 677.74500000000012 1836.963 1922.9850000000004 437.0705000000001 1891.4572200000002 125.438 625.2833710000001 308.5800000000001 977.87575000000004 462.68000000000001 177.60300000000004 3.3459520000000005 2813.3566500000006 decision_type=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 2 2 2 2 left_child=3 2 5 9 6 7 8 30 -5 21 11 12 13 -11 20 -16 18 -18 19 -12 -13 23 26 27 -25 -26 31 29 -29 -1 -2 -23 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 10 16 14 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 25 -27 -28 28 -30 -31 -32 -33 leaf_value=-0.0019616268471163022 -1.895277059728449 -8.2669332896338581 7.944593562726622 -0.02162166395495015 7.3484186574687129 1.7520126373291016 3.0261685297705911 -3.5940116662838881 -2.6209572485218877 4.6732417808532718 -0.22596763792857286 -0.39642343864233598 15.73102408636184 -1.7558201506263331 4.8297165889006397 1.0112933808942384 -4.7757923949637062 0.77689611608331866 2.5931703934302699 -2.2991703925670031 -2.5662963928495133 0.059970116798694316 -2.939665562057495 0.5104314136505127 -2.8061120624542237 -0.40400743643442788 -1.48473284917 -0.071904467991156171 -1.3600761837850917 0.13987132555784398 0.017011087536811829 0.33991264739861854 leaf_weight=357080 44 36 27 31 23 25 22 34 23 50 307 115 21 38 39 79 41 22 26 71 56 26 25 55 40 30 39 258 88 4219 22 26 leaf_count=357080 44 36 27 31 23 25 22 34 23 50 307 115 21 38 39 79 41 22 26 71 56 26 25 55 40 30 39 258 88 4219 22 26 internal_value=0 -1.30064 0.349276 -0.000162315 1.76401 -1.29131 0.0739924 -2.05214 -1.12875 -0.000643784 0.268596 1.41236 4.17893 1.89706 0.264046 2.27331 -0.720978 -2.83676 -0.408888 -0.615379 -1.10703 -0.00128734 -1.0431 -0.000953284 -0.770328 -1.77664 -0.522062 -0.000687355 -0.399532 -0.0003054 -1.25785 0.199941 internal_weight=0 188 152 362850 99 125 76 100 54 362751 865 398 109 88 289 118 467 63 404 378 171 361886 116 361770 125 70 91 361645 346 361299 66 52 internal_count=363038 188 152 362850 99 125 76 100 54 362751 865 398 109 88 289 118 467 63 404 378 171 361886 116 361770 125 70 91 361645 346 361299 66 52 cat_boundaries=0 5 6 cat_threshold=9470464 262144 0 1073741824 16384 2066 is_linear=0 shrinkage=0.01 Tree=830 num_leaves=23 num_cat=0 split_feature=17 4 4 0 1 1 0 1 9 0 5 9 0 1 4 1 21 6 21 6 0 0 split_gain=3.38209e+06 1.11255e+07 2.36794e+06 1.97902e+07 3.16292e+07 7.16001e+06 3.1639e+07 5.80429e+06 2.05299e+06 1.50443e+06 1.65702e+06 1.24618e+06 945870 3.38066e+06 5.11689e+06 4.11347e+06 725360 1.65724e+06 807142 623655 583438 230317 threshold=2732.1750000000006 1517.5820000000001 2632.2792750000003 1836.963 2779.5510000000008 2779.5510000000008 2773.7250000000004 1461.4925000000003 981.55950000000007 1114.9175000000002 45.455100000000009 191.88525000000004 2773.7250000000004 554.77325000000008 726.06900000000007 112.91100000000002 734.08380000000011 987.12000000000012 675.37914000000012 483.48500000000007 803.13700000000006 34.002500000000005 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 7 -5 12 8 11 9 10 -7 21 16 15 -15 -14 18 19 20 -18 -1 -4 right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.00020874465096223428 0.78572362153958053 -8.2422995680854427 -1.4669418595053931 -1.6925494370093714 13.76046229892307 1.1200712526412238 -13.587387960524786 -5.9218589418584644 2.7266265220642087 -3.0868335122953763 -2.2190524175892707 1.792838378250599 0.72785137124495081 -5.0532876663208013 1.795420788526535 5.9304444376627599 -0.51868951838116462 -3.3296327991485595 1.8344765984266997 1.2416815434331481 0.21484193110635497 -0.10697437143325805 leaf_weight=360920 39 21 33 26 27 42 21 22 20 22 23 24 55 20 24 21 161 20 24 23 1266 20 leaf_count=360920 39 21 33 26 27 42 21 22 20 22 23 24 55 20 24 21 161 20 24 23 1266 20 internal_value=0 -2.37408 0.000310755 1.24819 6.17974 -0.000212259 -2.36491 -1.39193 -0.162365 -0.826501 -0.0614648 -0.0976682 0.000622644 0.888296 -1.31763 2.16541 0.000328724 -0.595799 0.000664469 -0.298643 0.000542952 -0.953747 internal_weight=0 60 362814 152 53 362662 128 99 107 87 65 77 362534 120 44 76 362414 204 362210 184 362186 53 internal_count=362874 60 362814 152 53 362662 128 99 107 87 65 77 362534 120 44 76 362414 204 362210 184 362186 53 is_linear=0 shrinkage=0.01 Tree=831 num_leaves=24 num_cat=0 split_feature=18 5 4 3 1 0 3 3 2 26 0 10 2 2 6 0 8 19 6 11 2 8 3 split_gain=1.37757e+06 5.26722e+06 915605 1.57749e+07 5.85872e+06 3.21422e+07 5.34549e+06 5.8442e+06 3.70735e+06 900267 890610 3.61848e+06 6.89964e+06 776990 4.67301e+06 5.44796e+06 1.12502e+06 762638 1.04999e+06 676574 522472 394337 156389 threshold=2924.8625000000006 911.29109000000005 2632.2792750000003 2692.2960000000003 2779.5510000000008 2773.7250000000004 542.09453100000007 1471.8415000000002 1800.6974500000001 2022.5000000000002 2773.7250000000004 126.47775000000001 26.254000000000001 2593.0505000000003 45.621000000000009 191.25070000000002 1329.5732400000002 1711.5412500000002 512.71000000000015 2995.7383125000001 863.30000000000007 42.484360000000002 141.98700000000005 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 8 10 6 9 -8 20 -6 13 12 -12 17 15 -15 -16 19 -19 -1 21 22 -4 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 -13 -14 14 16 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=7.8473264076816179e-05 1.1056044156210763 -5.6135916492939 -0.49541282591612446 6.7868184583327356 -3.0396156916125068 -13.451514255886988 6.2372149426004162 -1.1540310010910033 -4.3526093582153322 -0.71308465444124669 -0.41547533116442092 -1.6406137186441665 5.4983360604678886 0.64198594880658533 -2.1701899194717407 6.8558667010352723 0.64518068660389294 -0.27392855758882234 -2.7702865874248999 1.109277277854356 1.1203927217211043 0.52843349374830728 -1.689004779997326 leaf_weight=362152 28 20 23 34 29 21 23 20 25 39 47 39 34 43 40 21 22 63 23 55 28 24 21 leaf_count=362152 28 20 23 34 29 21 23 20 25 39 47 39 34 43 40 21 22 63 23 55 28 24 21 internal_value=0 -1.69406 0.00014308 0.768557 -0.000185328 -2.10656 0.0397853 2.79943 -0.922524 -1.70528 0.0005816 0.861935 2.06687 0.000296398 0.785436 2.68092 -1.17119 2.33386e-05 -0.941559 0.000246902 -0.0292729 -0.502665 -1.06508 internal_weight=0 48 362826 155 362671 132 111 43 121 68 362539 120 81 362419 126 64 62 362293 86 362207 96 68 44 internal_count=362874 48 362826 155 362671 132 111 43 121 68 362539 120 81 362419 126 64 62 362293 86 362207 96 68 44 is_linear=0 shrinkage=0.01 Tree=832 num_leaves=22 num_cat=0 split_feature=17 4 4 7 10 12 1 9 2 2 5 21 16 21 12 1 18 9 10 26 1 split_gain=3.28981e+06 1.08493e+07 2.2957e+06 1.59858e+07 4.6685e+07 1.44676e+07 6.88278e+06 8.62228e+06 1.64819e+07 5.70056e+06 1.64361e+06 708752 1.41903e+06 790831 721492 1.24997e+06 594850 1.70398e+06 719208 325201 228038 threshold=2732.1750000000006 1517.5820000000001 2632.2792750000003 148.25225000000003 31.502750000000002 1521.0400000000002 2779.5510000000008 1279.0000000000002 1800.6974500000001 1254.2925000000002 378.61939999999998 734.08380000000011 1037.2512500000003 675.37914000000012 729.25800000000015 959.97700000000009 1658.6325000000004 222.41800000000003 2855.9890500000006 2022.5000000000002 5.9005000000000001 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 6 9 -5 -6 11 8 10 20 19 13 14 16 15 -13 18 -18 -1 -8 -4 right_child=1 -3 3 4 5 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 leaf_value=0.00080228508872956647 0.77886906568820669 -8.1363868020829706 0.22206475873147288 16.741165263436059 -4.6826889806173062 5.7864507935263898 0.0074187362895292396 3.3783484805713999 -11.20619366905906 -6.4778844379243399 -3.8313109651478858 -0.1421125270370254 -2.6374603450298308 1.8161310728887716 1.4441517153653232 -2.8234654645919801 -0.36261658001620817 2.3913357983491359 -1.0763290132245711 -1.4478841498919897 -1.0921190767702849 leaf_weight=362152 39 21 31 22 33 22 34 22 22 21 22 133 29 24 22 20 53 39 62 28 23 leaf_count=362152 39 21 31 22 33 22 34 22 22 21 22 133 29 24 22 20 53 39 62 28 23 internal_value=0 -2.34147 0.000306991 1.229 4.4296 -0.495033 -0.000207984 -2.31867 -3.50107 -2.05694 -1.48306 0.000610597 -0.588653 0.000942366 -0.249137 -0.492616 0.000822123 0.80482 0.000617913 -0.649815 -0.33768 internal_weight=0 60 362814 152 77 55 362662 128 106 75 84 362534 204 362330 175 153 362306 92 362214 62 54 internal_count=362874 60 362814 152 77 55 362662 128 106 75 84 362534 204 362330 175 153 362306 92 362214 62 54 is_linear=0 shrinkage=0.01 Tree=833 num_leaves=21 num_cat=1 split_feature=13 7 11 1 6 6 16 0 4 4 3 1 3 3 7 2 8 0 24 21 split_gain=2.11881e+06 4.21352e+06 1.27346e+06 1.03769e+07 1.85433e+06 1.1858e+06 6.82182e+06 5.1444e+06 1.76826e+06 1.71065e+06 1.73327e+07 6.72389e+06 1.98204e+07 1.04133e+07 2.17952e+06 3.87347e+06 1.02568e+06 986950 1.10811e+07 589377 threshold=2899.2375000000006 1489.0961200000002 2995.7383125000001 1256.4300000000001 40.13835000000001 2871.8940000000007 86.379500000000021 1501.0951200000002 135.53650000000002 2632.2792750000003 1854.9329420000001 2779.5510000000008 1471.8415000000002 507.85850000000005 252.00850000000005 228.94595500000003 268.16284850000005 1836.963 0 734.08380000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 left_child=2 16 5 4 -4 9 7 8 -7 11 14 17 13 -13 15 -11 -2 19 -19 -1 right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 18 -20 -21 leaf_value=0.00054011480134502968 -0.93498636195702223 -4.300728203689351 0.61113825504978503 6.6989430550734204 -3.3198596680164338 0.12422567161353859 -5.875333101853081 4.4238281631469727 -3.4066576609404189 -0.2568005863170732 8.0904536015646791 -2.2280432847312519 -10.720754724170853 5.6592343686385584 1.351154589811961 -5.564404769897461 2.0300652875900269 2.7001516537827657 -1.2177902509719134 -0.54797206937658549 leaf_weight=361909 28 34 24 24 24 37 23 22 23 44 28 70 23 22 30 20 20 123 150 196 leaf_count=361909 28 34 24 24 24 37 23 22 23 44 28 70 23 22 30 20 20 123 150 196 internal_value=0 -1.60735 0.000283872 1.33007 -1.35436 1.99084e-05 -1.06253 0.287408 -1.22928 0.000327583 1.18426 -7.08803e-05 -2.41772 -0.341955 -0.872901 -1.91543 0.300452 0.000696355 0.601735 0.000243216 internal_weight=0 82 362792 72 48 362720 105 82 60 362615 122 362493 115 92 94 64 48 362378 273 362105 internal_count=362874 82 362792 72 48 362720 105 82 60 362615 122 362493 115 92 94 64 48 362378 273 362105 cat_boundaries=0 1 cat_threshold=218 is_linear=0 shrinkage=0.01 Tree=834 num_leaves=25 num_cat=1 split_feature=17 4 4 0 12 2 9 0 2 2 7 2 6 0 11 0 26 15 14 4 25 14 26 26 split_gain=3.19278e+06 1.05778e+07 2.20465e+06 1.90388e+07 3.01266e+07 2.52909e+06 2.40205e+06 2.16394e+06 1.00992e+07 2.49095e+06 7.02814e+06 776220 3.12427e+06 4.9287e+06 2.18318e+06 1.42629e+06 1.32701e+06 911838 4.42825e+06 658864 2.23326e+06 579003 369856 69633.4 threshold=2732.1750000000006 1517.5820000000001 2632.2792750000003 1836.963 85.539750000000012 215.24100000000001 94.387500000000003 2773.7250000000004 1800.6974500000001 26.254000000000001 9.3775000000000031 2593.0505000000003 45.621000000000009 497.87850000000003 442.10084200000006 321.84000000000009 2022.5000000000002 2640.1488000000004 901.40207500000008 861.89750000000015 0 1541.2800000000002 2022.5000000000002 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 left_child=2 -2 7 5 -5 23 -7 11 9 22 -11 17 13 16 15 -14 -13 19 -19 21 -21 -1 -9 -4 right_child=1 -3 3 4 -6 6 -8 8 -10 10 -12 12 14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 leaf_value=0.00073326302747943242 0.77437283907037902 -8.0286394255501889 -0.40829175908074133 0.17198853926225141 15.725944526672363 -5.4047013191554854 -0.72688214983258936 -1.9252538028444561 -6.2801659908602314 6.4181821517944329 -1.0525380252389347 2.4343561517624628 -0.1833344765142961 6.4576220283508308 1.5191367558070592 -3.708388466835022 -0.9173544518152873 -1.0297927492184025 5.0055979309082037 -1.1284709317778701 0.0095660850996880428 -0.66168567279071522 -0.24657811846051897 0.32409567559466645 leaf_weight=361253 39 21 21 33 20 23 21 35 31 20 34 21 22 20 28 24 27 31 20 217 726 132 21 34 leaf_count=361253 39 21 21 33 20 23 21 35 31 20 34 21 22 20 28 24 27 31 20 217 726 132 21 34 internal_value=0 -2.30668 0.000303243 1.20439 6.04141 -1.38513 -3.17211 -0.000201417 -1.23879 0.181958 1.7144 0.000280325 0.739482 2.28684 -0.682417 -2.02249 0.549019 -9.33531e-06 1.33703 -0.000197532 -0.264181 0.000491307 -1.29575 0.0444568 internal_weight=0 60 362814 152 53 99 44 362662 141 110 54 362521 142 68 74 46 48 362379 51 362328 943 361385 56 55 internal_count=362874 60 362814 152 53 99 44 362662 141 110 54 362521 142 68 74 46 48 362379 51 362328 943 361385 56 55 cat_boundaries=0 6 cat_threshold=134218240 0 16 1073741824 2097152 2147483649 is_linear=0 shrinkage=0.01 Tree=835 num_leaves=26 num_cat=0 split_feature=1 0 8 4 4 0 6 8 5 5 2 4 0 0 1 1 2 14 14 1 0 26 15 1 0 split_gain=4.17978e+06 5.80319e+06 1.04188e+07 2.25903e+06 3.2512e+06 3.68817e+06 1.54909e+06 9.67546e+06 3.35081e+06 3.67655e+06 2.6782e+06 4.24281e+06 1.44531e+06 1.23993e+06 3.2625e+06 4.57508e+06 3.90271e+06 583076 717145 4.20542e+06 699338 513246 452112 406740 361317 threshold=2779.5510000000008 2773.7250000000004 1329.5732400000002 2632.2792750000003 625.2833710000001 117.18350000000002 2871.8940000000007 1926.0125000000005 992.2919965000001 257.09250000000003 2593.0505000000003 1876.5445000000002 688.40820000000008 2773.7250000000004 554.77325000000008 48.966000000000001 957.78375000000017 2857.2975000000001 1012.3383000000001 1097.7209 497.87850000000003 2022.5000000000002 30.768750000000004 303.85500000000008 635.67100000000016 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 4 5 -2 10 8 9 -8 13 12 23 17 15 21 -16 18 20 -20 -1 -15 -19 -12 -7 right_child=1 2 -4 -5 -6 24 7 -9 -10 -11 11 -13 -14 14 16 -17 -18 22 19 -21 -22 -23 -24 -25 -26 leaf_value=0.00080997439355771331 1.5250825979835108 -8.6293668385015607 0.64134759859605273 -3.3983973512195407 3.515407871992692 -1.7677522511482238 -0.79133727586269376 7.4725771923065194 -3.4232665093739825 4.375749745596023 -0.96676793979561848 -5.5687969589233397 1.014105684552874 1.6289313703967678 -4.4296589508056643 6.1984241013299854 1.8175081516504288 -0.13162961726387343 0.087136984812834911 3.7409739675521849 -0.16593335639289772 -0.25694817578351059 -2.0726596548159919 -2.6463737851097471 -3.605557406052299 leaf_weight=360003 38 27 22 21 23 20 40 20 24 21 46 21 35 31 20 21 20 24 315 35 2533 27 24 21 23 leaf_count=360003 38 27 22 21 23 20 40 20 24 21 46 21 35 31 20 21 20 24 315 35 2533 27 24 21 23 internal_value=0 -1.55014 -4.46701 -0.406734 0.197352 -0.744811 0.000121891 1.21458 -0.257896 0.987496 -0.000229227 -1.47558 -0.632858 0.000270612 1.02087 2.19907 -1.30608 -6.40245e-05 8.17509e-05 0.452521 -0.000355043 0.751022 -1.10214 -1.49321 -2.75076 internal_weight=0 174 49 125 104 81 363281 105 85 61 363176 123 102 363053 119 79 40 362934 362886 350 362536 58 48 67 43 internal_count=363455 174 49 125 104 81 363281 105 85 61 363176 123 102 363053 119 79 40 362934 362886 350 362536 58 48 67 43 is_linear=0 shrinkage=0.01 Tree=836 num_leaves=23 num_cat=0 split_feature=1 3 8 3 26 6 3 7 2 3 3 5 11 1 20 8 7 8 7 2 3 9 split_gain=4.0966e+06 7.94902e+06 1.96824e+07 3.30937e+06 2.28774e+06 1.51826e+06 9.97096e+06 3.5111e+06 2.6249e+06 2.30913e+06 2.60123e+06 2.0696e+06 1.3993e+06 734399 615300 572905 1.32528e+06 908674 2.43235e+06 488244 91087.8 79614.6 threshold=2779.5510000000008 1854.9329420000001 1926.0125000000005 642.60925000000009 2022.5000000000002 2871.8940000000007 2692.2960000000003 284.06400000000002 2593.0505000000003 974.18930000000012 141.98700000000005 139.80500000000004 41.795000000000009 19.664750000000009 2447.4425000000006 2877.4750000000008 19.649875000000005 1926.0125000000005 1282.0428000000002 1800.6974500000001 369.71584999999999 28.864000000000004 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 3 -3 4 -2 8 7 11 14 10 13 -7 -11 -10 15 17 -17 19 -19 -1 -18 -6 right_child=1 2 -4 -5 21 6 -8 -9 9 12 -12 -13 -14 -15 -16 16 20 18 -20 -21 -22 -23 leaf_value=0.00027591333167041181 -2.8636273720264431 -9.7501955330371857 2.377576496290124 2.6105390424439401 0.041462563001192533 -0.25700271787314583 7.5552760324478152 -2.6635075331396525 -2.8942102936108909 -5.3048815517425529 1.783184100735572 3.9244464654922484 -1.5641610813140869 -0.48876358595761388 1.3868620932102205 0.95933034979778786 -1.5759924540519714 0.034983207448323568 3.5843927126664381 -0.58828783062332912 -2.5303919477462768 0.88067842316627509 leaf_weight=362716 40 32 23 33 26 29 20 36 30 20 31 20 20 22 32 23 20 75 26 141 20 20 leaf_count=362716 40 32 23 33 26 29 20 36 30 20 31 20 20 22 32 23 20 75 26 141 20 20 internal_value=0 -1.53464 -4.67858 -0.0815606 -1.11458 0.000120672 1.20243 -0.292358 -0.000226935 -1.46082 -0.509643 1.44971 -3.43452 -1.87652 0.000267906 0.000145679 -0.953382 0.000311186 0.948693 4.72076e-05 -2.05319 0.406339 internal_weight=0 174 55 119 86 363281 105 85 363176 123 83 49 40 52 363053 363021 63 362958 101 362857 40 46 internal_count=363455 174 55 119 86 363281 105 85 363176 123 83 49 40 52 363053 363021 63 362958 101 362857 40 46 is_linear=0 shrinkage=0.01 Tree=837 num_leaves=27 num_cat=0 split_feature=1 3 8 3 26 6 3 7 2 3 0 5 11 0 1 1 2 3 14 14 1 0 26 15 0 0 split_gain=4.01508e+06 7.79083e+06 1.92907e+07 3.24351e+06 2.24221e+06 1.48805e+06 9.77254e+06 3.44123e+06 2.57266e+06 2.26318e+06 3.27104e+06 2.02841e+06 1.37145e+06 1.21763e+06 3.19628e+06 4.48805e+06 3.82551e+06 1.06003e+06 570898 701671 4.11519e+06 685225 502909 442596 99945.5 2735.89 threshold=2779.5510000000008 1854.9329420000001 1926.0125000000005 642.60925000000009 2022.5000000000002 2871.8940000000007 2692.2960000000003 284.06400000000002 2593.0505000000003 974.18930000000012 688.40820000000008 139.80500000000004 41.795000000000009 2773.7250000000004 554.77325000000008 48.966000000000001 957.78375000000017 65.182000000000002 2857.2975000000001 1012.3383000000001 1097.7209 497.87850000000003 2022.5000000000002 30.768750000000004 227.58775000000003 688.40820000000008 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 -3 4 25 8 7 11 13 10 17 -7 -11 18 15 22 -16 -10 19 21 -21 -1 -15 -20 -6 -2 right_child=1 2 -4 -5 24 6 -8 -9 9 12 -12 -13 -14 14 16 -17 -18 -19 23 20 -22 -23 -24 -25 -26 -27 leaf_value=0.0007990051281768529 -2.7522883949279788 -9.6526935122162101 2.35380045020062 2.5844338044253261 0.81109466846172629 -0.25443270962813808 7.4797235757112501 -2.6368723986215059 -2.5403023043132964 -5.2518328533172607 3.0188319396972658 3.885201842188835 -1.5485194129943847 1.6126393988824661 -4.3840997295379642 6.1389530327206572 1.8009738361835481 0.21136473882765999 -0.13033054664731025 0.086166116851662838 3.7005938167572019 -0.16425321346314303 -0.25415296625207973 -2.0508243669072788 -0.12918903422355651 -2.9176935424804684 leaf_weight=360003 20 32 23 33 26 29 20 36 42 20 20 20 20 31 20 21 20 21 24 315 35 2533 27 24 20 20 leaf_count=360003 20 32 23 33 26 29 20 36 42 20 20 20 20 31 20 21 20 21 24 315 35 2533 27 24 20 20 internal_value=0 -1.5193 -4.6318 -0.0807449 -1.10343 0.000119465 1.19041 -0.289434 -0.000224665 -1.44621 -0.504547 1.43521 -3.40018 0.000265227 1.01164 2.17782 -1.29156 -1.62308 -6.6386e-05 7.78591e-05 0.447609 -0.000354197 0.743615 -1.09058 0.402276 -2.83499 internal_weight=0 174 55 119 86 363281 105 85 363176 123 83 49 40 363053 119 79 40 63 362934 362886 350 362536 58 48 46 40 internal_count=363455 174 55 119 86 363281 105 85 363176 123 83 49 40 363053 119 79 40 63 362934 362886 350 362536 58 48 46 40 is_linear=0 shrinkage=0.01 Tree=838 num_leaves=26 num_cat=4 split_feature=1 12 9 2 4 26 12 6 11 7 6 2 24 1 1 10 6 2 2 4 24 25 25 16 26 split_gain=3.93518e+06 4.63415e+06 7.69639e+06 1.20211e+07 2.24408e+06 1.88774e+06 1.46977e+06 3.48845e+06 1.36892e+07 2.88548e+06 2.1432e+06 1.76361e+06 2.37753e+06 1.53933e+06 3.85433e+06 960787 732331 5.14393e+06 678613 579080 457470 2.55386e+06 997356 219143 136611 threshold=2779.5510000000008 977.87575000000004 149.28375000000003 863.30000000000007 7.9977999999999962 2022.5000000000002 2813.3566500000006 2871.8940000000007 250.65000000000003 710.08000000000004 1295.575 1800.6974500000001 0 166.66900000000001 1097.7209 983.00100000000009 1913.0125000000005 720.28944000000013 168.95750000000001 1115.3337000000004 1 2 3 45.137000000000008 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 9 9 2 2 left_child=6 2 4 -4 5 -2 7 11 9 -9 23 16 15 24 -15 19 20 18 -18 -13 21 -1 -22 -8 -14 right_child=1 -3 3 -5 -6 -7 10 8 -10 -11 -12 12 13 14 -16 -17 17 -19 -20 -21 22 -23 -24 -25 -26 leaf_value=0.13396383636285339 -0.63330096547196557 1.8074764532201431 -0.53993855975923088 -11.239794725690571 1.2568130362374443 -4.2643981565128675 -0.81110270175066856 0.97799491712025233 7.7824624190160208 -3.4283355911918307 -4.0234048483588483 -1.8538976159549896 -1.630008903503418 3.1111336064893145 -1.3943998830458697 -3.6971671156449752 0.053383489698171617 4.2129999876022337 -1.9493209244893945 -0.27307331293821335 -0.12291841209125012 -0.0017915671269839724 -0.0041080839432561592 0.51546715486049655 -0.61298510722815991 leaf_weight=15956 41 34 21 21 35 22 33 42 28 23 22 84 25 43 34 22 64 32 23 32 7275 104934 234561 20 28 leaf_count=15956 41 34 21 21 35 22 33 42 28 23 22 84 25 43 34 22 64 32 23 32 7275 104934 234561 20 28 internal_value=0 -1.5041 -2.30834 -5.88987 -0.773405 -1.9013 0.000118271 0.00040731 1.93691 -0.581168 -1.39963 -8.86653e-05 -0.811 0.203252 1.12168 -1.66083 0.00051028 0.784859 -0.476067 -1.41781 0.000252958 0.0161361 -0.00768711 -0.31051 -1.09271 internal_weight=0 174 140 42 98 63 363281 363206 93 65 75 363113 268 130 77 138 362845 119 87 116 362726 120890 241836 53 53 internal_count=363455 174 140 42 98 63 363281 363206 93 65 75 363113 268 130 77 138 362845 119 87 116 362726 120890 241836 53 53 cat_boundaries=0 1 2 8 14 cat_threshold=932 23 9469952 2097220 2155876369 1078215456 35840 268436480 2148532224 0 2147483648 1073767456 32768 9216 is_linear=0 shrinkage=0.01 Tree=839 num_leaves=28 num_cat=3 split_feature=1 12 5 12 6 11 5 6 2 24 1 1 12 5 2 10 6 2 2 13 14 26 25 25 26 2 26 split_gain=3.85687e+06 4.54193e+06 8.00787e+06 1.44052e+06 3.41903e+06 1.34168e+07 3.59405e+06 2.10055e+06 1.72851e+06 2.33022e+06 1.5087e+06 3.77763e+06 1.33729e+06 1.277e+06 1.04057e+06 941667 717757 5.04157e+06 665109 570696 474279 450359 1.87293e+06 1.5667e+06 133892 103678 49934.6 threshold=2779.5510000000008 977.87575000000004 1874.1882800000003 2813.3566500000006 2871.8940000000007 250.65000000000003 543.59225000000015 1295.575 1800.6974500000001 0 166.66900000000001 1097.7209 7.2255000000000011 150.60000000000005 285.51000000000005 983.00100000000009 1913.0125000000005 720.28944000000013 168.95750000000001 18.603000000000005 45.115000000000009 2022.5000000000002 1 2 2022.5000000000002 0.75441500000000017 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 9 9 2 2 2 left_child=3 2 12 4 8 6 25 20 16 15 24 -12 13 14 26 19 21 18 -18 -10 -5 22 -1 -23 -11 -6 -2 right_child=1 -3 -4 7 5 -7 -8 -9 9 10 11 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 leaf_value=0.07773721326600766 -0.097798115656926088 1.7894014717550841 -7.1779956535056781 -1.1679744669075671 1.4922663728396097 7.704637524570737 -3.9790644300551641 -3.9831707665967673 -1.8085908153139312 -1.6137088150024415 3.0800223186404208 -1.3804559112997619 -3.4620518361330035 1.5580396597726005 -2.9446993541717528 -3.6601954581520775 0.052849683314561843 4.1708700942993167 -1.9298277570890343 -0.18874781542810901 0.73244930773973471 -0.16587123131053219 -0.0041661577139798216 -0.0053220360756393807 -0.60685526219861852 0.51738949108123777 -0.74512479045174351 leaf_weight=34453 26 34 27 29 24 28 21 22 87 25 43 34 20 21 24 22 64 32 23 29 24 6287 147063 174923 28 20 22 leaf_count=34453 26 34 27 29 24 28 21 22 87 25 43 34 20 21 24 22 64 32 23 29 24 6287 147063 174923 28 20 22 internal_value=0 -1.48906 -2.28526 0.00011709 0.000403239 1.91754 -0.575356 -1.38563 -8.77772e-05 -0.80289 0.20122 1.11046 -1.1162 -0.611714 -1.24456 -1.64423 0.000505179 0.77701 -0.471306 -1.40363 -0.307405 0.00025043 0.0113837 -0.0109017 -1.08179 1.04914 -0.39449 internal_weight=0 174 140 363281 363206 93 65 75 363113 268 130 77 113 93 72 138 362845 119 87 116 53 362726 181516 181210 53 44 48 internal_count=363455 174 140 363281 363206 93 65 75 363113 268 130 77 113 93 72 138 362845 119 87 116 53 362726 181516 181210 53 44 48 cat_boundaries=0 1 7 13 cat_threshold=932 1083228164 1073807380 2147488513 1145192449 4197905 268436491 1074790400 4 64 1073758224 4194832 1024 is_linear=0 shrinkage=0.01 Tree=840 num_leaves=32 num_cat=2 split_feature=3 4 12 6 10 4 1 4 3 1 25 4 0 0 3 5 10 24 6 10 9 6 0 1 3 3 0 9 0 1 0 split_gain=7.56529e+06 2.44443e+07 6.2988e+07 2.52796e+06 5.14928e+06 2.0399e+06 3.39836e+06 1.33354e+06 1.29052e+06 1.1504e+06 9.05749e+06 1.08205e+07 1.07314e+07 6.97826e+06 3.56616e+06 5.37541e+06 1.90427e+06 1.1877e+06 847127 844943 3.28788e+06 1.0003e+06 812793 809332 1.02788e+06 1.38281e+06 1.27446e+06 527857 2.07572e+06 730173 110312 threshold=2692.2960000000003 2632.2792750000003 85.539750000000012 362.02000000000004 602.04700000000014 2632.2792750000003 1097.7209 202.85550000000003 745.12500000000011 1461.4925000000003 0 90.639099999999999 135.10560000000001 2773.7250000000004 745.12500000000011 284.82500000000005 519.72350000000017 1 178.23900000000003 2855.9890500000006 887.33690000000013 20.826328500000006 5.882454000000001 1256.4300000000001 3.5725000000000007 165.11725000000004 112.43250000000002 383.33200000000005 1836.963 786.48464000000001 180.07548000000003 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 2 2 2 2 2 left_child=5 3 -3 7 -5 9 8 22 30 19 11 12 -11 14 17 -16 18 -12 -13 23 21 -21 -2 27 26 -26 -25 29 -29 -1 -7 right_child=1 2 -4 4 -6 6 -8 -9 -10 10 13 16 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31 -32 leaf_value=-0.00039856518298200626 1.2822409193856377 -3.1979950592734601 21.014642404828752 -5.7397081317901613 0.62100189372471404 -0.53805773204419671 -3.7281448117280616 3.3367078123092653 2.0611529197692873 1.3340369796752929 -1.2389026019722225 0.59267567253112796 11.077300441448505 -5.5087370769182842 5.5374201696890371 0.10530359148979188 2.8560857082548599 0.11129945021409254 -2.3178683490753174 -0.83267730909845106 -3.9150611730722278 2.2252080092430115 -1.1706716208024459 -0.72573588848114012 2.3003084661960602 -0.59539666054096629 -3.688926733107794 -0.11540560167836214 -2.5699196526663646 0.35227999774397029 -1.4033139245406441 leaf_weight=359420 35 22 21 20 35 41 39 20 20 20 110 20 26 24 27 56 21 146 20 23 26 20 22 47 20 94 21 2208 35 588 23 leaf_count=359420 35 22 21 20 35 41 39 20 20 20 110 20 26 24 27 56 21 146 20 23 26 20 22 47 20 94 21 2208 35 588 23 internal_value=0 2.07857 8.62678 -0.0545552 -1.69198 -0.00111625 -1.28871 1.11504 -0.156113 -0.000679929 0.493737 2.90739 6.8411 -0.289834 0.0710966 1.87238 0.417606 -0.512912 -0.862596 -0.00132096 -1.10781 0.589595 0.335503 -0.00111031 -0.667792 -0.0873782 -1.64084 -0.000775359 -0.153706 0.000177464 -0.849009 internal_weight=0 175 43 132 55 363095 123 77 84 362972 470 107 46 363 339 83 61 256 40 362502 69 43 57 362433 182 114 68 362251 2243 360008 64 internal_count=363270 175 43 132 55 363095 123 77 84 362972 470 107 46 363 339 83 61 256 40 362502 69 43 57 362433 182 114 68 362251 2243 360008 64 cat_boundaries=0 6 7 cat_threshold=1048576 0 256 0 2097152 2147484672 3808 is_linear=0 shrinkage=0.01 Tree=841 num_leaves=28 num_cat=2 split_feature=3 2 12 9 7 4 2 12 2 20 2 5 25 8 0 2 11 14 8 3 9 25 3 5 2 0 18 split_gain=7.41475e+06 2.56666e+07 7.39841e+07 2.37964e+06 3.14829e+06 1.99931e+06 3.2836e+06 1.65887e+06 648236 572570 4.01095e+06 1.05204e+06 1.84572e+06 1.73255e+06 3.21639e+06 1.14557e+06 1.86579e+06 961618 7.38124e+06 907573 550676 1.61041e+06 1.02136e+06 490310 488509 569357 210011 threshold=2692.2960000000003 2593.0505000000003 85.539750000000012 479.07240500000006 375.00750000000005 2632.2792750000003 1800.6974500000001 1092.2600000000002 104.10200000000002 1756.0800000000002 322.86800000000011 1121.68056 0 548.50000000000011 220.57000000000002 1254.2925000000002 826.40400000000011 1867.1242800000002 903.726 152.59975000000003 383.33200000000005 1 689.90820000000008 2763.7525000000005 863.30000000000007 16.400500000000005 499.08750000000003 decision_type=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 2 left_child=5 3 -3 4 8 9 24 -5 -2 11 26 17 13 14 -13 23 -17 20 19 -19 22 -22 -1 -14 25 -7 -11 right_child=1 2 -4 7 -6 6 -8 -9 -10 10 -12 12 15 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.00035994247490445303 -1.293826333214255 -2.6518372308290923 22.930867412567142 -4.0787885306098248 4.1963324880599977 0.0019738693573536016 -4.594267490704854 -0.099505683898925779 0.67364056731715349 -0.034080350429583815 4.7206585121154783 0.32194443284419544 -0.29075378851838873 -1.4005259264432468 4.8233631160042503 -2.5414454684050187 0.34956558292562312 0.27614500060406599 6.4080317721366882 -2.1270745891874485 -0.4918882327087985 0.063714812946719671 0.31453284415814009 -1.2654633958339692 0.84282378760251131 -1.7179670768035087 -1.2944539939165116 leaf_weight=358965 34 26 20 22 20 39 24 20 33 39 20 57 369 26 22 69 33 55 20 22 861 1301 1033 60 22 38 20 leaf_count=358965 34 26 20 22 20 39 24 20 33 39 20 57 369 26 22 69 33 55 20 22 861 1301 1033 60 22 38 20 internal_value=0 2.05779 8.47108 -0.229122 0.71456 -0.0011054 -1.27582 -2.18389 -0.324775 -0.00067344 0.850569 -0.000858751 -0.407215 0.765662 1.5755 -0.641479 -1.60612 -0.000145327 0.995391 -0.410489 -0.000411969 -0.15953 0.00054363 -0.427077 -0.47135 -0.846828 -0.461326 internal_weight=0 175 46 129 87 363095 123 42 67 362972 79 362893 636 105 79 531 102 362257 97 77 362160 2162 359998 429 99 77 59 internal_count=363270 175 46 129 87 363095 123 42 67 362972 79 362893 636 105 79 531 102 362257 97 77 362160 2162 359998 429 99 77 59 cat_boundaries=0 6 12 cat_threshold=2281701888 0 4096 0 2048 2147483648 142655488 262212 67633472 65569 4199424 64 is_linear=0 shrinkage=0.01 Tree=842 num_leaves=32 num_cat=2 split_feature=3 2 12 9 13 7 4 2 19 14 5 13 25 7 3 4 8 2 6 2 2 13 5 8 14 2 9 25 3 6 17 split_gain=7.26719e+06 2.51558e+07 7.25118e+07 2.33228e+06 3.18454e+06 3.08564e+06 1.95952e+06 3.21826e+06 676476 5.97771e+06 845008 1.48165e+06 2.92566e+06 1.58401e+06 1.46421e+06 1.44969e+06 817174 745843 979876 635336 478788 538910 447774 1.01083e+06 2.14834e+06 525276 509717 1.45523e+06 850698 361579 72785.6 threshold=2692.2960000000003 2593.0505000000003 85.539750000000012 479.07240500000006 734.73800000000006 375.00750000000005 2632.2792750000003 1800.6974500000001 1374.0700000000002 1151.8115000000003 1121.68056 642.7482500000001 0 1113.0755000000001 689.90820000000008 1291.5535000000002 483.75000000000006 322.86800000000011 64.895222000000018 104.10200000000002 863.30000000000007 0.25650000000000006 911.29109000000005 268.16284850000005 355.19000000000005 621.21800000000007 383.33200000000005 1 689.90820000000008 137.63850000000005 28.167000000000005 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 left_child=6 3 -3 5 -5 19 8 20 10 17 22 12 14 16 -12 -14 -13 18 30 -2 21 29 26 25 -25 -24 28 -28 -1 -8 -10 right_child=1 2 -4 4 -6 -7 7 -9 9 -11 11 13 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 -32 leaf_value=-0.00051804039990367365 -1.2808881226707909 -2.6253192351414607 22.701559320449828 -4.7874948594786906 0.72593295288085946 4.1543693084716793 -0.74834397857253621 -4.5483248755832513 -0.16317633789133928 5.1330548828125 0.6685697206732345 -1.7672310233116151 -0.74498642042677676 -3.2676043851447827 3.3246504264042294 1.0522775758481493 0.38375529364535682 -1.6327442493932001 1.945410784482956 0.66690411596587207 0.83439554821361206 0.57396670505404479 -0.35637296315395472 2.3788987324530351 -0.60316944867372513 1.0374945658795975 0.20324572374852928 -0.34786779137246809 0.29025347221358444 -2.4172158851623538 -0.84251660366853076 leaf_weight=358825 34 26 20 22 20 20 37 24 46 25 73 33 374 33 29 51 38 29 24 33 22 20 132 61 40 34 730 1362 1009 20 24 leaf_count=358825 34 26 20 22 20 20 37 24 46 25 73 33 374 33 29 51 38 29 24 33 22 20 132 61 40 34 730 1362 1009 20 24 internal_value=0 2.03721 8.38637 -0.226831 -2.16205 0.707414 -0.00109447 -1.26306 -0.000666824 0.675271 -0.000942546 -0.366569 -0.151306 -1.45737 1.29661 -0.517147 -0.615999 -0.230782 0.201738 -0.321528 -0.466636 -0.83836 -0.000305564 0.409062 1.19788 -0.070882 -0.000607563 -0.156249 0.000297303 -1.33391 -0.396093 internal_weight=0 175 46 129 42 87 363095 123 362972 148 362824 631 527 104 102 425 71 123 94 67 99 77 362193 267 101 166 361926 2092 359834 57 70 internal_count=363270 175 46 129 42 87 363095 123 362972 148 362824 631 527 104 102 425 71 123 94 67 99 77 362193 267 101 166 361926 2092 359834 57 70 cat_boundaries=0 6 13 cat_threshold=134218240 0 4096 1073741824 0 2147483648 68158464 1216381472 135270928 70254592 2113536 2147484673 2 is_linear=0 shrinkage=0.01 Tree=843 num_leaves=31 num_cat=1 split_feature=2 4 12 8 0 4 1 16 7 0 1 9 26 1 0 2 4 1 1 7 25 5 1 4 0 16 1 4 4 26 split_gain=5.11711e+06 2.57472e+07 6.23827e+07 3.56636e+06 1.8087e+06 1.73768e+06 5.31683e+06 1.90154e+06 1.69129e+06 1.26372e+06 4.02325e+06 1.06652e+07 5.21799e+06 1.06545e+06 662701 1.79e+06 4.70818e+06 2.21918e+06 1.86893e+06 700383 4.78341e+06 6.33108e+06 1.34276e+06 1.06392e+06 1.30888e+06 737006 413883 511972 182296 96511.8 threshold=2593.0505000000003 2632.2792750000003 85.539750000000012 1926.0125000000005 885.78750000000014 2632.2792750000003 1891.4572200000002 30.891250000000003 418.14250000000004 2773.7250000000004 355.00374000000005 16.583000000000002 2022.5000000000002 290.01425000000006 1836.963 322.86800000000011 109.49000000000002 1461.4925000000003 554.77325000000008 608.55210000000022 0 1874.1882800000003 786.48464000000001 1517.5820000000001 803.13700000000006 854.93650000000014 53.925750000000008 362.02000000000004 28.571200000000001 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 2 2 2 left_child=5 3 -3 4 26 9 7 13 -6 14 12 -12 -11 29 19 18 -17 -18 28 23 21 -21 -22 25 -25 -1 -2 -28 -16 -7 right_child=1 2 -4 -5 8 6 -8 -9 -10 10 11 -13 -14 -15 15 16 17 -19 -20 20 22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0015576102219772457 0.19809134029679829 -3.9785975127220157 20.698791572934105 -4.090068802152361 3.4046554644354461 0.52038502669334419 -5.0184652209281921 2.5918100849787398 -0.22652308256729789 -3.2219602244609109 7.1014328784942631 -1.3307174576123555 2.2474787816134367 -2.6050923886506459 -0.12394300631114416 -5.5148201544388487 -1.5301994371673338 2.3313380111347546 2.8368186884341031 0.63751264224435034 -0.18206740941885396 5.7624556610107422 -1.4952690173279155 -0.39627307691574098 -2.7170430729306974 0.46424354352144631 -2.2324070326487222 -0.066055156707763671 -1.2361519422531129 -0.35996676199363942 leaf_weight=360650 36 20 21 21 29 20 28 21 23 37 30 30 33 23 56 23 46 22 23 673 676 25 88 150 29 340 24 20 20 33 leaf_count=360650 36 20 21 21 29 20 28 21 23 37 30 30 33 23 56 23 46 22 23 673 676 25 88 150 29 340 24 20 20 33 internal_value=0 1.62355 8.66104 -0.262314 0.346647 -0.000979017 -1.17982 -0.0717558 1.79856 -0.000573026 0.985198 2.88536 -0.64351 -0.807741 -0.000926231 -0.591356 -1.60374 -0.280878 0.339222 -0.000616876 0.217815 0.809474 -0.32902 -0.00150108 -0.772264 -0.00111889 -0.597095 -1.2477 -0.41663 -0.0277585 internal_weight=0 194 41 153 132 363076 125 97 52 362951 130 60 70 76 362821 190 91 68 99 362631 1462 698 764 361169 179 360990 80 44 76 53 internal_count=363270 194 41 153 132 363076 125 97 52 362951 130 60 70 76 362821 190 91 68 99 362631 1462 698 764 361169 179 360990 80 44 76 53 cat_boundaries=0 6 cat_threshold=2281735168 134219328 4417 67108864 5120 1 is_linear=0 shrinkage=0.01 Tree=844 num_leaves=24 num_cat=0 split_feature=6 5 1 5 7 5 1 13 2 2 6 4 0 1 21 0 1 11 9 16 5 2 0 split_gain=6.56856e+06 2.06677e+07 5.23697e+06 3.22284e+06 1.54633e+06 6.68948e+06 2.53553e+06 1.49929e+07 4.842e+06 1.33911e+06 1.064e+06 939757 1.58175e+06 1.20676e+06 4.06263e+06 2.37284e+06 963126 1.37203e+06 870375 624539 260901 258619 180390 threshold=2871.8940000000007 2763.7525000000005 1461.4925000000003 284.82500000000005 2690.3565000000003 1530.4632000000001 2779.5510000000008 274.4500000000001 4.7879500000000013 1800.6974500000001 685.98275000000012 2632.2792750000003 1501.0951200000002 1461.4925000000003 1.0000000180025095e-35 112.43250000000002 1256.4300000000001 16.806000000000004 1889.5600000000002 2.4279000000000002 6.3875000000000002 122.75355000000002 196.47460000000004 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 10 11 8 22 -10 20 13 19 16 15 -15 18 -18 -1 21 -6 -13 -8 right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=-0.000735959132204561 -0.69898241668277328 8.9494147511089555 -4.4981518036978585 3.2850172589276285 -0.29824360755182083 -6.4178119125366209 1.6851908304350718 9.1347708824702671 -0.62415214608697334 -3.5773036834171843 1.4144941092982435 -0.32556399175098966 -3.3430314636230469 -0.68789206633602618 4.9614945850372321 1.0293252298648541 -1.3935918821044591 0.39008627062258511 -0.79505749457124353 1.2196240097284317 -1.7418499120076498 -1.7510474720001221 2.875715380191803 leaf_weight=362119 45 34 21 37 31 20 35 21 34 28 33 35 22 137 20 195 115 69 138 20 21 20 20 leaf_count=362119 45 34 21 37 31 20 35 21 34 28 33 35 22 137 20 195 115 69 138 20 21 20 20 internal_value=0 2.18913 -0.0424248 1.09868 -0.000936281 -1.21431 -0.000585333 1.35464 -0.0417922 -1.95783 0.0100459 -0.0011007 -0.985257 -0.000837565 0.584395 0.320714 -0.00140594 -0.724713 -0.00103855 -0.293643 -0.881238 -0.843922 2.11811 internal_weight=0 137 103 82 363133 105 363028 138 117 62 85 362890 97 362793 352 332 362441 184 362257 75 52 55 55 internal_count=363270 137 103 82 363133 105 363028 138 117 62 85 362890 97 362793 352 332 362441 184 362257 75 52 55 55 is_linear=0 shrinkage=0.01 Tree=845 num_leaves=31 num_cat=1 split_feature=5 8 26 7 0 10 9 6 1 4 5 6 8 8 1 10 6 5 7 7 8 1 0 0 0 24 10 2 7 9 split_gain=2.83768e+06 1.84124e+07 6.1261e+06 1.68483e+07 7.42879e+06 2.18381e+06 1.85128e+06 3.88894e+06 3.41699e+06 1.7501e+06 9.66341e+06 3.05642e+07 2.78648e+06 968315 1.32246e+06 1.28229e+06 735926 4.06121e+06 1.45475e+06 3.6598e+06 923655 636691 5.13496e+06 1.07829e+06 951402 7.90429e+06 609357 591381 214449 48006 threshold=2763.7525000000005 2877.4750000000008 2022.5000000000002 144.97000000000006 1266.1895000000002 44.871000000000002 1889.5600000000002 1913.0125000000005 860.12500000000011 2632.2792750000003 710.99890000000016 137.63850000000005 1128.2175000000002 55.204000000000015 1256.4300000000001 1528.9670000000003 1913.0125000000005 1530.4632000000001 608.55210000000022 183.40100000000004 576.55500000000018 2779.5510000000008 1836.963 22.611000000000004 1836.963 0 111.73900000000002 17.427500000000006 481.78500000000003 2724.2674800000009 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 left_child=6 2 3 -2 5 -4 9 13 -9 16 11 27 -12 29 15 28 21 18 19 -18 -20 24 23 -23 26 -26 -1 -11 -15 -8 right_child=1 -3 4 -5 -6 -7 7 8 -10 10 12 -13 -14 14 -16 -17 17 -19 20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=1.7543370342800156e-05 -2.2750296996533872 8.3939753608703604 -1.742642382344892 9.2523597831953133 -6.881293733016304 2.4339126441592263 0.54047586315208007 -0.59408270645141603 -6.2457593575508703 0.27917545989155768 -4.8420926118933636 13.633608391160767 0.26158393859863283 -1.1401321230436627 1.1091556577329282 -3.5076093188199131 -0.12965836786088489 4.7750222306024463 -2.5452184027212641 4.6301610512733458 0.070482423923633714 1.977045518837629 -4.532722354818274 -0.43593535869017891 2.3812898160470648 -1.0664972692178496 0.093626140413440043 -1.9407746370633445 0.10047694553028454 1.1178619658946991 leaf_weight=355097 32 30 31 21 23 21 36 20 23 24 23 21 20 38 27 22 84 21 27 20 27 31 27 46 118 131 7093 24 22 24 leaf_count=355097 32 30 31 21 23 21 36 20 23 24 23 21 20 38 27 22 84 21 27 20 27 31 27 46 118 131 7093 24 22 24 internal_value=0 1.34265 -0.310007 2.29243 -2.14906 -0.0559567 0.00220765 -0.931995 -3.61707 0.00275349 1.2526 3.57141 -2.46829 -0.24881 -0.81041 -1.44246 0.00236757 0.643405 0.0942661 0.785692 -1.23737 0.00205107 -0.78027 0.535524 0.00227555 0.620197 0.00185074 -0.8308 -0.685242 0.77143 internal_weight=0 158 128 53 75 52 363046 212 43 362834 112 69 43 169 109 82 362722 179 158 104 54 362543 104 77 362439 249 362190 48 60 60 internal_count=363204 158 128 53 75 52 363046 212 43 362834 112 69 43 169 109 82 362722 179 158 104 54 362543 104 77 362439 249 362190 48 60 60 cat_boundaries=0 1 cat_threshold=218 is_linear=0 shrinkage=0.01 Tree=846 num_leaves=27 num_cat=2 split_feature=3 17 12 2 2 6 18 3 16 0 9 10 7 10 7 6 12 5 25 25 9 0 2 10 16 13 split_gain=3.82617e+06 2.08777e+07 5.7284e+07 9.64372e+06 2.3457e+06 3.33225e+06 878517 2.13475e+06 1.36188e+06 7.58643e+06 934466 708011 2.59943e+06 830525 2.54022e+06 2.97536e+06 1.36099e+06 957945 3.5647e+06 751629 456422 342455 130610 84786.6 25980.8 7010.47 threshold=2692.2960000000003 164.97000000000003 85.539750000000012 2593.0505000000003 1254.2925000000002 121.10625 1378.2725000000003 974.18930000000012 1907.6205000000002 497.87850000000003 787.73500000000001 2855.9890500000006 174.05075000000002 1105.5920000000003 1489.0961200000002 1295.575 103.16625000000001 1121.68056 0 1 311.97500000000002 52.014000000000003 19.645125000000004 11.036250000000001 8.0809055000000019 16.325500000000002 decision_type=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 left_child=6 2 3 4 5 22 8 10 11 20 21 13 -13 17 16 -16 -15 19 -19 -1 25 23 -2 24 -8 -10 right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.07660095297504485 1.5212597679138185 -5.9977254159988904 14.641345940792199 -5.1796452699104938 4.4099536094665535 -2.9026077480316164 -0.22673387646675111 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115 85 65 363025 177 362848 98 144 362750 65 362685 407 45 362 362278 603 361675 74 112 45 83 59 44 cat_boundaries=0 6 12 cat_threshold=1081344 262148 64 1073741824 2097152 1024 9437184 4 64 4456752 4196481 8392712 is_linear=0 shrinkage=0.01 Tree=847 num_leaves=36 num_cat=6 split_feature=5 8 16 7 0 9 6 5 8 7 13 6 25 0 9 24 12 9 25 25 0 0 0 25 26 12 5 25 0 0 0 26 9 6 26 split_gain=2.79364e+06 1.79585e+07 6.72035e+06 1.15942e+07 1.94892e+06 1.83667e+06 3.81137e+06 1.66826e+06 957990 1.28911e+06 828143 786022 8.69743e+06 2.22895e+07 3.32464e+06 1.66423e+06 1.80993e+06 3.76435e+06 1.86095e+06 1.21986e+06 3.30726e+06 1.13982e+06 800986 6.33246e+06 9.28594e+06 930482 672060 621664 3.85833e+06 1.56924e+06 232879 64674.9 46693.8 41287.1 12601.1 threshold=2763.7525000000005 2877.4750000000008 317.83250000000004 654.14525000000003 688.40820000000008 1889.5600000000002 1913.0125000000005 1121.68056 55.204000000000015 1282.0428000000002 518.6631000000001 231.83000000000004 0 803.13700000000006 124.97402850000002 1 1280.6000000000004 887.33690000000013 2 3 988.99750000000006 2773.7250000000004 1266.1895000000002 4 2022.5000000000002 7.2255000000000011 763.31500000000017 5 988.99750000000006 988.99750000000006 145.90420000000003 2022.5000000000002 2724.2674800000009 335.64456000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 9 9 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 left_child=5 2 3 4 34 11 8 -8 32 10 30 21 13 14 33 19 18 -18 -17 20 -14 22 27 24 -24 -25 -21 28 -1 -29 -10 -23 -7 -13 -2 right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 -12 12 15 -15 -16 16 17 -19 -20 26 -22 31 23 25 -26 -27 -28 29 -30 -31 -32 -33 -34 -35 -36 leaf_value=0.060637032534994834 -0.28285882360878445 8.2960265407562268 -5.3295905860445716 5.4543301519666398 -4.0507837226174095 0.53499461574686902 -1.4742653705775737 -5.4232608347353732 0.066693548722700641 0.80457271744223213 -2.7947261078126968 -0.017507777655566183 -0.374964753358426 12.62036563205719 4.2135376028581097 0.5683033670329336 0.10073175122340521 4.8861031105041501 0.017321203641953692 -0.079297342979665938 -3.2648517147330351 -0.88287415161728866 4.4891634819695829 -0.20671941650202619 -2.0813381881713866 -2.1089450425115128 0.88265987306833271 -0.0011822537381411765 3.1334687107365307 -0.88722545607089998 -1.3883258299394086 -1.4175142386300223 1.1044353872537613 -0.5379673132215228 -0.60691012586866111 leaf_weight=12161 21 30 22 35 22 36 20 23 22 34 31 27 501 20 22 794 48 25 2596 788 43 64 76 227 30 29 80 344992 41 200 22 35 24 35 28 leaf_count=12161 21 30 22 35 22 36 20 23 22 34 31 27 501 20 22 794 48 25 2596 788 43 64 76 227 30 29 80 344992 41 200 22 35 24 35 28 internal_value=0 1.33216 -0.300002 0.743875 -1.57818 0.0021568 -0.928354 -3.58652 -0.252016 -0.810614 -1.54283 0.00270048 0.127481 2.85793 0.873765 0.0632391 0.181124 1.73956 0.148099 -0.225119 -0.592502 0.000964359 0.00126124 0.471413 2.4029 -0.406334 0.00925568 0.000785033 0.070904 -0.00169557 -0.660816 -1.07189 0.762771 -0.311316 -0.468031 internal_weight=0 158 128 106 71 363046 212 43 169 109 75 362834 4979 104 84 4875 3463 73 3390 1412 544 357855 357756 362 106 256 868 357394 12202 345192 44 99 60 62 49 internal_count=363204 158 128 106 71 363046 212 43 169 109 75 362834 4979 104 84 4875 3463 73 3390 1412 544 357855 357756 362 106 256 868 357394 12202 345192 44 99 60 62 49 cat_boundaries=0 6 7 13 19 23 29 cat_threshold=0 134217728 0 0 16384 1024 202 136331812 1082131456 67633680 67108865 1024 2147483649 1064960 263172 1577808 1073741856 6291456 1 33280 0 0 1073741824 1048704 4 68 4473136 4196993 8392712 is_linear=0 shrinkage=0.01 Tree=848 num_leaves=30 num_cat=1 split_feature=5 8 16 7 0 9 6 1 4 13 2 26 8 1 10 8 16 0 1 0 4 0 24 10 6 7 10 4 9 split_gain=2.73805e+06 1.76011e+07 6.58661e+06 1.13635e+07 1.91014e+06 1.80013e+06 3.73553e+06 3.35603e+06 1.70502e+06 1.52041e+07 3.6929e+06 2.14182e+06 938926 1.29425e+06 1.26695e+06 916209 876652 4.72671e+06 797255 5.58406e+06 1.2292e+06 806610 7.61725e+06 616527 368942 203339 123011 88042.1 45764.6 threshold=2763.7525000000005 2877.4750000000008 317.83250000000004 654.14525000000003 688.40820000000008 1889.5600000000002 1913.0125000000005 860.12500000000011 2632.2792750000003 180.27000000000004 266.08684 2022.5000000000002 55.204000000000015 1256.4300000000001 1528.9670000000003 60.344000000000008 1907.6205000000002 497.87850000000003 2779.5510000000008 1266.1895000000002 14.450258500000002 1836.963 0 111.73900000000002 148.87900000000005 481.78500000000003 17.879000000000001 54.939000000000007 2724.2674800000009 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=5 2 3 4 27 8 12 -8 16 10 11 -10 28 14 25 -12 18 24 21 20 -20 23 -23 -1 26 -14 -18 -2 -7 right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 15 -13 13 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 leaf_value=4.38988071557101e-05 -0.080722793318607183 8.2130662117004398 -5.276294680291957 5.3997869521549777 -4.0102758234197449 0.52964467568529972 -0.55474984741210942 -6.1557872333215631 3.9591790072917941 9.1385515978336329 -3.8638415686289473 -0.35843614176467614 -1.118054888624894 1.0964722350791649 -3.4805356181751597 -1.0036957622709728 -0.15023005995485517 5.0310389986905184 1.6449777841314355 -4.2755645162860558 -1.0994976556777953 2.2330296011059372 -1.0859727096143696 0.094110509399244716 -1.3551459875560943 0.089988133690573943 0.82790566629171369 -0.93293944272128015 1.0933910723527271 leaf_weight=355152 27 30 22 35 22 36 20 23 20 20 24 27 38 27 22 21 36 22 47 33 25 125 134 7107 21 22 20 22 24 leaf_count=355152 27 30 22 35 22 36 20 23 20 20 24 27 38 27 22 21 36 22 47 33 25 125 134 7107 21 22 20 22 24 internal_value=0 1.31883 -0.297001 0.736437 -1.5624 0.00213539 -0.91907 -3.55065 0.00267364 1.23631 -0.481565 1.47885 -0.249496 -0.802508 -1.42778 -2.52911 0.00229272 0.943178 0.00203585 -0.869211 0.692035 0.0022882 0.56015 0.00188935 -0.224782 -0.675106 0.199104 -0.463351 0.755143 internal_weight=0 158 128 106 71 363046 212 43 362834 112 92 47 169 109 82 45 362722 99 362623 105 72 362518 259 362259 77 60 56 49 60 internal_count=363204 158 128 106 71 363046 212 43 362834 112 92 47 169 109 82 45 362722 99 362623 105 72 362518 259 362259 77 60 56 49 60 cat_boundaries=0 1 cat_threshold=218 is_linear=0 shrinkage=0.01 Tree=849 num_leaves=27 num_cat=2 split_feature=3 17 4 2 8 2 8 18 3 16 0 9 10 7 10 7 6 5 25 14 25 9 8 7 16 13 split_gain=3.68333e+06 2.04563e+07 3.34606e+07 7.09478e+06 2.4856e+06 3.40847e+06 1.99413e+06 859562 2.08829e+06 1.31614e+06 7.36439e+06 917422 704449 2.57449e+06 808903 2.48541e+06 2.89786e+06 941158 3.54486e+06 923272 728604 449903 366846 39415.1 41367 6990.97 threshold=2692.2960000000003 164.97000000000003 2632.2792750000003 1800.6974500000001 45.765000000000008 22.573000000000004 1548.5050000000003 1378.2725000000003 974.18930000000012 1907.6205000000002 497.87850000000003 787.73500000000001 2855.9890500000006 174.05075000000002 1105.5920000000003 1489.0961200000002 1295.575 1121.68056 0 1012.3383000000001 1 311.97500000000002 153.17075000000003 30.562000000000005 20.398700000000002 16.325500000000002 decision_type=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 left_child=7 2 3 4 5 -2 -4 9 11 12 21 22 14 -14 17 19 -17 20 -19 -16 -1 25 23 24 -9 -11 right_child=1 -3 6 -5 -6 -7 -8 8 -10 10 -12 -13 13 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.077936082464045708 0.41732518952468345 -5.949664071606052 8.5641829681396491 -4.3490698185673464 -0.97776643312894385 5.4035896130708547 13.02975520324707 -0.30395901362101241 -2.9637171126856949 0.12865925947825113 5.9745892713467281 1.3185172843188047 0.80358643538611274 -3.1885692723592123 -0.0057684803749463573 4.9339039981842046 -0.17302902793884278 1.1866215629900916 -0.74659833171255519 1.6051044293642045 -0.00031980966448183533 -1.3444114602406818 -1.5063014253973961 -0.62389066696166995 0.24654531251816522 0.38180724191665649 leaf_weight=12307 29 31 20 27 26 26 20 39 33 24 24 32 35 30 322 25 20 108 495 40 349368 30 32 20 21 20 leaf_count=12307 29 31 20 27 26 26 20 39 33 24 24 32 35 30 322 25 20 108 495 40 349368 30 32 20 21 20 internal_value=0 1.43681 2.98397 0.090268 1.57005 2.77447 10.797 0.00197427 -0.694726 0.00231413 1.16104 -0.174749 0.00200109 -1.03895 0.00218765 0.447749 2.66416 0.00168708 -0.393053 0.172229 0.00234521 -0.400113 -0.601397 -0.239435 -0.111282 0.243727 internal_weight=0 179 148 108 81 55 40 363025 177 362848 98 144 362750 65 362685 407 45 362278 603 362 361675 74 112 80 60 44 internal_count=363204 179 148 108 81 55 40 363025 177 362848 98 144 362750 65 362685 407 45 362278 603 362 361675 74 112 80 60 44 cat_boundaries=0 6 12 cat_threshold=142606336 0 4352 0 0 2147483648 9437184 4 64 4194352 4196481 8392712 is_linear=0 shrinkage=0.01 Tree=850 num_leaves=26 num_cat=0 split_feature=9 2 2 16 7 0 9 7 14 26 0 4 0 7 2 10 12 9 5 7 7 8 9 10 2 split_gain=4.13442e+06 2.14957e+07 2.9232e+06 8.46616e+06 3.98961e+06 1.51508e+07 1.33621e+07 2.20431e+06 2.01471e+06 1.5427e+06 1.32636e+06 1.29085e+06 1.20531e+06 5.04048e+06 6.16179e+06 943281 4.20257e+06 8.07706e+06 873009 5.58252e+06 918005 609359 1.39792e+06 589314 460733 threshold=2724.2674800000009 2593.0505000000003 2593.0505000000003 86.379500000000021 44.877000000000002 2773.7250000000004 26.246250000000003 1113.0755000000001 1012.3383000000001 2022.5000000000002 360.43000000000001 7.273200000000001 2773.7250000000004 26.254000000000001 26.254000000000001 2855.9890500000006 875.1645000000002 169.40980000000002 2763.7525000000005 572.8955000000002 7.3144500000000008 1926.0125000000005 636.6312200000001 241.39650000000003 1800.6974500000001 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 12 4 5 9 -6 10 -9 11 -2 -4 15 14 -14 18 17 -17 21 20 -20 24 -23 -15 -1 right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 -12 -13 13 23 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 leaf_value=-0.00050166576208641935 -0.087908021023398966 10.323047278722127 3.021544469197591 -6.5556422805786134 8.28681896495819 -9.1088037690662205 -2.0141895944931929 -4.2865452842712406 0.20201165771484378 -1.3782885135923113 3.0936403121948239 -0.28417864844912577 0.42581901868184413 -2.7124001158367501 6.3286537354333063 -1.0802364172106205 -2.1883709843953452 7.4976317006065738 0.20582808394181101 4.8695246241642876 -2.4410248050689698 -0.073668602006929415 1.8107554995793789 -0.52530254187328473 -0.61263507048288979 leaf_weight=362084 38 24 27 26 20 21 34 20 20 28 20 21 48 22 28 23 24 21 38 26 20 111 61 28 123 leaf_count=362084 38 24 27 26 20 21 34 20 20 28 20 21 48 22 28 23 24 21 38 26 20 111 61 28 123 internal_value=0 1.84094 -0.000256931 -1.28506 -0.377544 -1.59034 1.801 -0.23631 -2.04227 0.48713 1.00918 1.57529 0.000370136 0.978257 2.60055 3.02654e-05 1.1777 3.01375 -0.000190673 1.01915 -0.70688 -0.000426957 0.594645 -1.48763 -0.000709537 internal_weight=0 122 362834 177 151 97 54 98 40 76 58 48 362657 126 76 362531 68 44 362463 84 58 362379 172 50 362207 internal_count=362956 122 362834 177 151 97 54 98 40 76 58 48 362657 126 76 362531 68 44 362463 84 58 362379 172 50 362207 is_linear=0 shrinkage=0.01 Tree=851 num_leaves=25 num_cat=0 split_feature=9 2 2 16 12 1 1 1 0 1 8 26 12 8 10 15 5 26 12 11 8 9 11 26 split_gain=4.05215e+06 2.1068e+07 2.86503e+06 8.29769e+06 3.62614e+06 2.19324e+06 2.91848e+06 2.17145e+06 1.18132e+06 4.87978e+06 1.67298e+07 1.58983e+06 1.01699e+06 1.37503e+06 924509 4.55084e+06 855636 3.86289e+06 699899 641232 597232 1.3701e+06 495533 422348 threshold=2724.2674800000009 2593.0505000000003 2593.0505000000003 86.379500000000021 320.35500000000008 959.97700000000009 166.66900000000001 2779.5510000000008 2773.7250000000004 355.00374000000005 46.504000000000005 2022.5000000000002 1521.0400000000002 333.97200000000004 2855.9890500000006 307.61318750000004 2763.7525000000005 2022.5000000000002 45.558500000000009 311.45550000000009 1926.0125000000005 636.6312200000001 33.337449999999997 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 12 8 4 5 6 23 -7 14 11 -11 -10 13 -2 16 18 20 -18 -16 -19 22 -22 -1 -4 right_child=1 -3 3 -5 -6 7 -8 -9 9 10 -12 -13 -14 -15 15 -17 17 19 -20 -21 21 -23 -24 -25 leaf_value=-0.0030482018468315636 0.58959369715522314 10.219817231496176 0.88213937600453696 -6.4900861314626841 -4.3397826784849167 -3.0104092031909575 4.2664570514361069 0.76355666605631511 -2.4056054756858134 9.2630179016113274 -1.6548421632125974 0.63311757273144198 1.4179849977846499 -2.1961775424029377 0.48697265404242052 5.0361029011862621 3.8129318138860886 0.25995351910591125 -1.9811666829586028 -1.9888984934488931 -0.072931925455729171 1.7926479169970655 0.057619468809159323 -1.0360751715573397 leaf_weight=348202 34 24 24 26 20 31 24 30 33 25 32 36 27 37 27 21 31 32 20 21 111 61 14005 22 leaf_count=348202 34 24 24 26 20 31 24 30 33 25 32 36 27 37 27 21 31 32 20 21 111 61 14005 22 internal_value=0 1.82253 -0.000254362 -1.27221 -0.373768 0.23173 1.43961 -1.15436 0.000366435 0.968474 3.13369 -0.820185 -0.233947 -0.862146 2.99626e-05 1.16593 -0.000188766 1.00896 -0.563299 -0.631101 -0.000422688 0.588698 -0.000702442 -0.0352676 internal_weight=0 122 362834 177 151 131 70 61 362657 126 57 69 98 71 362531 68 362463 84 47 53 362379 172 362207 46 internal_count=362956 122 362834 177 151 131 70 61 362657 126 57 69 98 71 362531 68 362463 84 47 53 362379 172 362207 46 is_linear=0 shrinkage=0.01 Tree=852 num_leaves=31 num_cat=2 split_feature=7 18 12 5 2 0 14 0 0 1 26 8 1 5 26 1 24 2 3 5 3 26 8 3 16 16 15 3 0 24 split_gain=2.82309e+06 2.29639e+07 8.86283e+06 9.6375e+06 3.81283e+06 1.5037e+07 4.67753e+06 4.13266e+06 2.64207e+06 6.18707e+06 1.77416e+07 2.74677e+06 1.23381e+06 1.9905e+06 723111 658419 7.56188e+06 5.70568e+06 4.35878e+06 3.54998e+06 1.5556e+06 1.44471e+06 649419 878971 575584 757161 2.27378e+06 638646 740515 474615 threshold=2690.3565000000003 321.88825000000003 1922.9850000000004 1874.1882800000003 2593.0505000000003 2773.7250000000004 246.95900000000003 1266.1895000000002 2773.7250000000004 355.00374000000005 2022.5000000000002 28.695750000000004 54.82800000000001 118.90150000000001 2022.5000000000002 1891.4572200000002 0 1254.2925000000002 745.12500000000011 1121.68056 745.12500000000011 2022.5000000000002 998.8850000000001 16.571695000000002 1333.2175000000002 1159.9970000000001 307.61318750000004 802.00500000000011 688.40820000000008 1 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 left_child=4 2 3 22 8 6 7 12 15 11 -11 14 -6 -14 -10 24 17 20 21 -20 -17 -18 23 -2 25 29 -27 28 -26 -1 right_child=1 -3 -4 -5 5 -7 -8 -9 9 10 -12 -13 13 -15 -16 16 18 -19 19 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_value=0.015937370680136505 0.58451816790031663 10.118438922119141 5.6970118370056149 -6.8416002757732688 1.0539978294372558 -8.1971148191179548 -3.9808238480641291 4.5059979679273523 -2.7204350458780926 10.403293976386388 -1.2200227711118501 2.6463782358169556 -3.2086250092433053 0.82995655059814455 -0.26565984582901003 -1.8669954565297002 -0.6733913973215464 2.9694365555307138 2.2733665847778322 7.7895636634826655 -4.9207515092329546 1.8822620372772219 1.5646978688240052 -2.0722470083236697 -0.52006665379701267 -0.58352805814435404 3.5662613114066746 -1.8972083045696391 1.5161049156188966 -0.0083430122508231768 leaf_weight=120838 33 25 20 26 40 28 26 23 30 24 29 20 26 23 20 69 37 23 28 20 22 55 24 20 167 31 23 29 20 241157 leaf_count=120838 33 25 20 26 40 28 26 23 30 24 29 20 26 23 20 69 37 23 28 20 22 55 24 20 167 31 23 29 20 241157 internal_value=0 1.38119 -0.39467 -1.57752 -0.000208538 -1.51541 -0.159701 0.727345 0.000485048 1.46585 4.04337 -0.485695 -0.249161 -1.31296 -1.73852 -1.21401e-05 0.508946 -1.36115 1.98703 4.57178 -2.60527 0.854445 0.19996 -0.418035 -0.000368993 -6.11111e-05 1.18397 -0.516426 -0.302294 -0.000237738 internal_weight=0 148 123 103 362808 166 138 112 362642 123 53 70 89 49 50 362519 254 114 140 48 91 92 77 53 362265 362049 54 216 187 361995 internal_count=362956 148 123 103 362808 166 138 112 362642 123 53 70 89 49 50 362519 254 114 140 48 91 92 77 53 362265 362049 54 216 187 361995 cat_boundaries=0 1 2 cat_threshold=1173 23 is_linear=0 shrinkage=0.01 Tree=853 num_leaves=28 num_cat=2 split_feature=9 2 2 16 7 0 9 7 14 26 0 0 7 1 26 10 15 7 3 10 3 25 3 12 0 25 11 split_gain=3.94489e+06 2.0633e+07 2.74296e+06 8.11549e+06 3.91966e+06 1.4573e+07 1.31027e+07 2.15813e+06 1.95777e+06 1.48598e+06 1.29769e+06 1.12064e+06 4.85993e+06 1.80882e+07 1.46526e+06 890433 4.41979e+06 736509 682928 579747 519243 2.83382e+06 3.28109e+06 1.63779e+06 993752 6.16233e+06 1.22976e+06 threshold=2724.2674800000009 2593.0505000000003 2593.0505000000003 86.379500000000021 44.877000000000002 2773.7250000000004 26.246250000000003 1113.0755000000001 1012.3383000000001 2022.5000000000002 360.43000000000001 2773.7250000000004 26.254000000000001 355.00374000000005 2022.5000000000002 2855.9890500000006 307.61318750000004 24.198750000000004 13.855200000000002 241.39650000000003 870.71080000000018 0 2692.2960000000003 1521.0400000000002 688.40820000000008 1 442.10084200000006 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 9 2 left_child=2 7 11 4 5 9 -6 10 -9 18 -2 15 13 14 -13 20 17 -17 -4 -14 24 22 -22 -23 26 -26 -1 right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 -12 12 19 -15 -16 16 -18 -19 -20 -21 21 23 -24 -25 25 -27 -28 leaf_value=-0.0017066103809323077 -0.089681439650686173 10.108401486078899 2.7906041452159052 -6.4050881279431859 8.22563397693634 -8.9321036856515068 -1.9749148245418773 -4.2361654605865473 0.18850635528564452 -1.3517440540449959 3.0572834510803224 -2.3321879277910504 -2.6928401093049485 9.717267905054614 1.0350492465496064 0.61439510202407843 4.9582793794359485 -1.8943502462993969 0.40293539276123047 -0.52356859701020375 0.47439034045899958 -0.33923819494915125 4.728749788457697 -2.4880933782216665 1.7507479053914805 -0.034761845612947061 0.30067732348773218 leaf_weight=358731 38 24 23 26 20 21 34 20 20 28 20 28 22 24 24 25 21 22 25 28 103 857 22 37 223 1140 1350 leaf_count=358731 38 24 23 26 20 21 34 20 20 28 20 28 22 24 24 25 21 22 25 28 103 857 22 37 223 1140 1350 internal_value=0 1.79825 -0.000253328 -1.24482 -0.356292 -1.55841 1.80307 -0.236892 -2.02383 0.479059 0.995479 0.000354099 0.943269 2.53624 -0.778078 2.63829e-05 1.14424 -0.559911 1.54703 -1.47805 -0.000188277 -0.225605 1.13255 -0.423436 0.00044723 0.269955 -0.000572926 internal_weight=0 122 362834 177 151 97 54 98 40 76 58 362657 126 76 52 362531 68 47 48 50 362463 1019 125 894 361444 1363 360081 internal_count=362956 122 362834 177 151 97 54 98 40 76 58 362657 126 76 52 362531 68 47 48 50 362463 1019 125 894 361444 1363 360081 cat_boundaries=0 6 12 cat_threshold=1048576 134217792 80 0 16384 1024 135266816 4 0 65536 2097152 2147483648 is_linear=0 shrinkage=0.01 Tree=854 num_leaves=30 num_cat=4 split_feature=9 2 2 16 7 9 6 4 7 14 1 1 24 4 3 3 2 2 10 15 14 24 25 9 1 25 4 15 1 split_gain=3.86639e+06 2.02224e+07 2.68837e+06 7.95399e+06 3.84166e+06 1.2842e+07 8.12762e+06 3.66741e+06 2.11518e+06 1.91881e+06 1.24179e+06 705641 7.01488e+06 2.59696e+06 5.69581e+06 1.24136e+06 1.77744e+06 1.01987e+06 865889 587105 3.06875e+06 488870 2.58907e+06 5.4203e+06 1.33047e+06 850970 1.31369e+06 1.1086e+06 305421 threshold=2724.2674800000009 2593.0505000000003 2593.0505000000003 86.379500000000021 44.877000000000002 26.246250000000003 45.621000000000009 7.273200000000001 1113.0755000000001 1012.3383000000001 112.91100000000002 1891.4572200000002 0 1115.3337000000004 745.12500000000011 1471.8415000000002 1092.7150000000004 299.06050000000005 62.572500000000005 2640.1488000000004 901.40207500000008 1 2 311.97500000000002 494.77402000000006 3 1876.5445000000002 162.59000000000003 54.82800000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 9 2 2 9 2 2 2 left_child=2 8 11 4 6 -6 7 28 10 -10 -2 19 15 14 17 16 18 -14 -13 21 -21 22 23 -1 -24 26 -23 -27 -4 right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19 -20 20 -22 25 24 -25 -26 27 -28 -29 -30 leaf_value=0.18602862164714143 -0.158327194319831 10.00731787999471 2.3177165924072267 -6.341037379319852 8.1433776950836183 -1.955165699229521 -7.2225350537300113 -3.0374453452781394 -4.1938038082122802 0.18662134552001952 2.8572808421741831 -1.9310767416159311 2.2527327678971374 -0.17651950497885008 6.9667659025925852 -3.1637585904048042 1.8065712391246451 -0.31341134162176226 0.44408550739288333 -0.97949415688713393 4.0047055065064203 -0.060598562514039486 0.0043474800452753285 2.2401572689143094 0.49735470784983854 -0.0033493394950565611 1.1560681852062096 0.24064189521253837 0.75458917541503912 leaf_weight=4790 36 24 25 26 20 34 20 27 20 20 22 66 59 37 26 26 22 21 20 30 21 31131 115402 132 550 208356 89 1879 25 leaf_count=4790 36 24 25 26 20 34 20 27 20 20 22 66 59 37 26 26 22 21 20 30 21 31131 115402 132 550 208356 89 1879 25 internal_value=0 1.78027 -0.000250322 -1.23237 -0.35273 1.78504 -1.54283 -0.0675764 -0.234523 -2.00359 0.985524 0.000351031 0.50488 1.96689 2.90062 -1.11863 -0.729859 1.57912 -1.37871 -3.46261e-05 1.07282 -0.000185637 0.0162307 0.240628 0.00668541 -0.00840409 -0.0571119 -0.00116858 1.53615 internal_weight=0 122 362834 177 151 54 97 77 98 40 58 362657 277 143 106 134 108 80 86 362380 51 362329 120874 4922 115952 241455 31220 210235 50 internal_count=362956 122 362834 177 151 54 97 77 98 40 58 362657 277 143 106 134 108 80 86 362380 51 362329 120874 4922 115952 241455 31220 210235 50 cat_boundaries=0 1 2 8 14 cat_threshold=1107 23 9437184 4 2147483649 1073823744 4227072 1024 2156953600 4 2147483905 1073964082 33920 103936 is_linear=0 shrinkage=0.01 Tree=855 num_leaves=29 num_cat=1 split_feature=16 2 25 3 1 3 1 3 3 3 7 8 5 10 5 3 1 3 5 15 2 10 7 5 5 26 1 14 split_gain=3.95188e+06 8.51181e+06 891837 4.10985e+07 7.20601e+06 1.94328e+07 4.17116e+06 1.21777e+07 2.86951e+06 4.47518e+06 1.47916e+06 1.32471e+06 2.35449e+06 1.22562e+06 6.0378e+06 1.93382e+06 1.20675e+06 1.36937e+06 1.10115e+06 1.37208e+06 1.23232e+06 729676 525841 4.78573e+06 513110 420924 395030 190576 threshold=2836.7725000000005 778.91025000000013 0 2692.2960000000003 2779.5510000000008 2692.2960000000003 860.12500000000011 125.02591500000001 802.00500000000011 92.246000000000009 131.25250000000003 2877.4750000000008 1874.1882800000003 1797.2975000000001 1287.5327000000002 974.18930000000012 469.42150000000009 304.68375000000009 284.82500000000005 272.04630000000003 274.40500000000003 181.99052500000002 458.04858100000007 2763.7525000000005 2763.7525000000005 2022.5000000000002 1461.4925000000003 31.249000000000006 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 left_child=2 21 3 6 11 8 16 26 9 25 -9 13 27 22 15 -15 18 -18 19 -1 -20 -2 24 -24 -4 -6 -8 -13 right_child=1 -3 4 -5 5 -7 7 10 -10 -11 -12 12 -14 14 -16 -17 17 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 leaf_value=0.04349021935725772 1.2651166694578917 -7.7034442465645929 -0.001006698526467112 12.226686778749738 -1.9071112004032842 -10.92127543189309 6.3655785034179688 -0.0029465937614440918 -2.8679020148354608 4.4407030541556223 -3.8489373903274537 -0.7606526690515979 -4.1716891129811602 -0.58022279252608622 5.1866329352060951 2.5061791595458986 -2.591420325201911 0.51579053256822671 -0.21630849928604928 1.7833029359319934 -2.2733136880965463 -1.3130899690446398 0.10571938481383723 4.5078423263549805 -1.0041224509594486 -0.066166054062221355 4.5878711511611936 0.44401694695154825 leaf_weight=3107 23 21 357212 28 27 22 25 20 37 21 20 29 21 108 27 25 37 23 95 46 42 21 2030 25 51 23 25 24 leaf_count=3107 23 21 357212 28 27 22 25 20 37 21 20 29 21 108 27 25 37 23 95 46 42 21 2030 25 51 23 25 24 internal_value=0 -2.46538 0.00057174 0.159935 -0.000969236 -2.35492 0.0621822 2.18665 -0.609921 0.566774 -1.92594 -0.000118167 -1.33795 0.00015723 0.875184 -7.20497e-05 0.00510692 -1.40032 0.0307379 0.0688728 -0.846923 0.034609 -0.000232409 0.159273 -0.0011499 -1.06028 5.47672 -0.215142 internal_weight=0 65 363150 3468 359682 130 3440 90 108 71 40 359552 74 359478 160 133 3350 60 3290 3153 137 44 359318 2055 357263 50 50 53 internal_count=363215 65 363150 3468 359682 130 3440 90 108 71 40 359552 74 359478 160 133 3350 60 3290 3153 137 44 359318 2055 357263 50 50 53 cat_boundaries=0 6 cat_threshold=1048576 0 0 0 2048 5120 is_linear=0 shrinkage=0.01 Tree=856 num_leaves=23 num_cat=0 split_feature=13 2 9 2 2 13 3 4 26 4 3 15 14 7 9 3 7 14 18 2 0 7 split_gain=3.95783e+06 1.21442e+07 5.12293e+06 2.37636e+07 2.40128e+06 1.11107e+07 4.50946e+07 2.66837e+06 1.95793e+06 1.62763e+06 1.57129e+06 970210 2.00717e+06 813464 1.21853e+06 733881 8.34307e+06 847365 707420 2.41489e+06 841491 595049 threshold=2899.2375000000006 2593.0505000000003 2724.2674800000009 1800.6974500000001 2593.0505000000003 308.5800000000001 2692.2960000000003 7.273200000000001 2022.5000000000002 861.89750000000015 369.71584999999999 2640.1488000000004 517.63660000000004 1113.0755000000001 259.67600000000004 2692.2960000000003 710.08000000000004 18.604400000000002 1050.0050000000003 351.55365000000006 2773.7250000000004 6.4126500000000002 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 4 9 11 6 7 8 -6 21 -9 15 -13 14 -2 18 17 -17 20 -20 -1 -4 right_child=1 -3 3 -5 5 -7 -8 10 -10 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 leaf_value=0.0002478728202056026 -0.72985053007419298 -8.7551757467360716 1.5173379898071289 11.430788180611351 3.595160837809245 4.4349922495874869 -14.532778988647461 -3.390659602937244 -0.15409300143902119 -2.8688274860382079 0.034117004806930952 -0.4616893122434616 3.7319487597544985 -1.6056813542739203 2.5533315200805662 -0.25636668803328172 5.4120096509210001 -2.6381805458068848 0.021888356405770644 -2.3819768704501065 0.85579645451255471 -0.62370851745605471 leaf_weight=362365 26 21 27 22 30 29 25 21 26 20 37 25 21 23 20 59 29 20 174 55 115 25 leaf_count=362365 26 21 27 22 30 29 25 21 26 20 37 25 21 23 20 59 29 20 174 55 115 25 internal_value=0 -2.09665 0.000648821 2.33485 4.44226e-05 -1.19523 -2.36987 0.297429 1.85444 -0.44446 -1.20589 0.000597814 1.4528 -0.0701472 0.69762 0.000413696 0.824621 -0.859358 0.000168281 -0.555459 0.000519303 0.487989 internal_weight=0 90 363125 94 363031 168 139 114 56 72 58 362863 46 69 46 362817 108 79 362709 229 362480 52 internal_count=363215 90 363125 94 363031 168 139 114 56 72 58 362863 46 69 46 362817 108 79 362709 229 362480 52 is_linear=0 shrinkage=0.01 Tree=857 num_leaves=22 num_cat=1 split_feature=13 2 9 2 5 8 4 8 12 9 0 25 1 1 13 1 0 12 8 2 8 split_gain=3.87907e+06 1.19025e+07 5.02098e+06 2.32907e+07 3.59537e+06 2.94854e+06 6.58631e+06 631910 2.59762e+06 2.77534e+06 795604 617290 3.83447e+07 5.10124e+06 2.32659e+07 3.19843e+06 1.04865e+06 598744 733898 173194 115589 threshold=2899.2375000000006 2593.0505000000003 2724.2674800000009 1800.6974500000001 658.22750000000008 2877.4750000000008 1517.5820000000001 1926.0125000000005 172.584 636.6312200000001 803.13700000000006 0 2779.5510000000008 2779.5510000000008 9.8020000000000014 786.48464000000001 2773.7250000000004 1521.0400000000002 79.12049500000002 1.2497130000000003 55.204000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=2 17 5 4 20 7 19 11 9 -9 -10 12 15 16 -15 -1 -13 18 -2 -7 -4 right_child=1 -3 3 -5 -6 6 -8 8 10 -11 -12 13 -14 14 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.024100085327409797 -0.51857069657399102 -8.667623756045387 0.98491254897344682 11.316480976451528 -3.0099195911038308 0.66539274962052064 -6.4382499437746796 0.49981171628262133 -2.2515656729844902 4.6236862838745116 0.30169913623643957 -0.00058485501056323454 13.277051608345726 -4.4542480234767119 7.5200195264816285 1.8447663499871079 -0.97711576110666443 -1.3868259172854216 2.0294041677713395 -0.51548735053450978 2.047160774230957 leaf_weight=6257 26 21 21 22 31 23 23 47 26 25 23 356244 22 86 20 98 110 23 20 27 20 leaf_count=6257 26 21 21 22 31 23 23 47 26 25 23 356244 22 86 20 98 110 23 20 27 20 internal_value=0 -2.07569 0.000642332 2.3115 -0.440016 4.39784e-05 -2.00951 0.000448149 0.722989 1.93171 -1.05309 0.000207194 0.0976478 -0.0015387 -2.19495 0.0521764 -0.000886292 -0.0694457 0.589244 0.0277175 1.50308 internal_weight=0 90 363125 94 72 363031 73 362958 121 72 49 362837 6377 356460 106 6355 356354 69 46 50 41 internal_count=363215 90 363125 94 72 363031 73 362958 121 72 49 362837 6377 356460 106 6355 356354 69 46 50 41 cat_boundaries=0 6 cat_threshold=1048576 65536 64 65536 2048 4128 is_linear=0 shrinkage=0.01 Tree=858 num_leaves=18 num_cat=0 split_feature=13 2 9 2 8 4 4 10 9 11 8 15 1 1 10 1 2 split_gain=3.80188e+06 1.16657e+07 4.92106e+06 2.28272e+07 2.88987e+06 6.45524e+06 1.57793e+06 843938 3.69726e+06 1.03554e+06 1.33209e+06 2.53531e+06 792457 777570 616142 558618 169748 threshold=2899.2375000000006 2593.0505000000003 2724.2674800000009 1800.6974500000001 2877.4750000000008 1517.5820000000001 861.89750000000015 2855.9890500000006 169.40980000000002 2995.7383125000001 1926.0125000000005 202.18300000000002 52.807500000000005 2779.5510000000008 459.91795000000008 280.05900000000003 1.2497130000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 4 6 7 16 15 9 -9 10 13 -12 -11 -1 -2 -4 -6 right_child=1 -3 3 -5 5 -7 -8 8 -10 12 11 -13 -14 -15 -16 -17 -18 leaf_value=-0.00015397092467138082 0.83598448375860857 -8.5809476289295024 -0.33691203474998477 11.203315153988925 0.65873884615690814 -6.3738674760901413 -2.8226828002929687 -1.5423028198603927 3.2265309050276474 -0.079726884280890226 2.0610764231437293 -1.359657730738322 -2.509220660637165 0.80161554308962235 -1.0557356746268995 1.793526226043701 -0.51033249113294821 leaf_weight=362609 36 21 32 22 23 23 20 29 37 25 78 30 29 121 33 20 27 leaf_count=362609 36 21 32 22 23 23 20 29 37 25 78 30 29 121 33 20 27 internal_value=0 -2.05493 0.000635909 2.28839 4.35385e-05 -1.98941 -0.435616 0.000443668 1.13113 0.000238026 0.000444106 1.11087 -1.38446 0.000113485 -0.0687512 0.482487 0.0274403 internal_weight=0 90 363125 94 363031 73 72 362958 66 362892 362838 108 54 362730 69 52 50 internal_count=363215 90 363125 94 363031 73 72 362958 66 362892 362838 108 54 362730 69 52 50 is_linear=0 shrinkage=0.01 Tree=859 num_leaves=23 num_cat=3 split_feature=17 4 9 6 6 4 2 5 1 12 6 3 15 8 9 26 7 25 25 25 5 10 split_gain=3.19813e+06 1.6262e+07 4.81932e+06 2.87916e+07 4.71837e+06 2.33281e+07 2.56488e+06 1.98938e+06 1.38761e+06 1.83941e+07 2.18402e+07 2.06684e+07 1.35998e+06 1.2887e+06 3.92165e+06 474618 2.86754e+06 3.08459e+06 2.03762e+06 1.86767e+06 2.78605e+06 1.29882e+06 threshold=2732.1750000000006 1291.5535000000002 2724.2674800000009 2871.8940000000007 2871.8940000000007 2632.2792750000003 1254.2925000000002 575.25150000000008 2779.5510000000008 114.52500000000002 275.94813500000004 1107.1660000000004 547.57500000000016 7.3040000000000012 536.95000000000016 2022.5000000000002 608.55210000000022 0 1 2 543.59225000000015 2855.9890500000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 9 2 2 left_child=2 12 4 6 8 13 7 -4 15 10 11 -10 -2 -6 -15 16 18 -18 -1 20 -17 -21 right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 14 -16 19 17 -19 -20 21 -22 -23 leaf_value=0.21567615687866246 -0.43597633536045366 -9.7289402625560761 1.8540820095274182 11.52047419128418 -1.2112034613046891 -11.838220638275148 -3.560319610678631 -1.8627871306737265 3.6844010669902221 -5.7005867914999682 12.180118979612987 -8.0788062808513637 3.0325421297550204 3.865358363665067 -1.8712726939808237 -0.15622275505236341 1.8532628714237893 0.075966852426528939 0.0042445208770954109 -0.0062490264575355186 -1.4299501437283635 1.8933729979727003 leaf_weight=4669 26 20 36 25 39 20 23 24 59 31 21 20 20 26 22 4872 165 235 176440 176208 178 36 leaf_count=4669 26 20 36 25 39 20 23 24 59 31 21 20 20 26 22 4872 165 235 176440 176208 178 36 internal_value=0 -2.20096 0.000525333 2.11263 -0.000102992 -2.09972 -0.721052 0.367334 0.000516016 1.02953 3.11586 0.706374 1.07208 0.139016 1.23607 0.000144464 0.0115753 0.857332 0.00970738 -0.0113 -0.200721 -0.00586067 internal_weight=0 66 363149 108 363041 107 83 60 362934 131 100 79 46 87 48 362803 181509 400 181109 181294 5050 176244 internal_count=363215 66 363149 108 363041 107 83 60 362934 131 100 79 46 87 48 362803 181509 400 181109 181294 5050 176244 cat_boundaries=0 4 10 16 cat_threshold=32768 0 4352 1073741824 1048576 4 0 1073807376 2560 10 1048576 4 1 1073807376 0 1032 is_linear=0 shrinkage=0.01 Tree=860 num_leaves=35 num_cat=5 split_feature=2 24 3 3 0 6 21 6 24 25 8 17 7 25 3 1 11 2 7 2 0 14 9 1 24 0 0 1 26 1 0 8 1 0 split_gain=5.61357e+06 2.16127e+07 7.35724e+07 1.13529e+07 6.97981e+06 2.96603e+06 542446 516131 2.43648e+06 3.80601e+06 3.41529e+06 3.07227e+06 2.50085e+06 1.65882e+06 1.61116e+06 1.60619e+06 1.55889e+06 1.38055e+06 1.35195e+06 1.31843e+06 968315 955763 1.12391e+06 837770 2.67097e+06 4.60654e+06 3.87678e+06 1.14048e+06 3.17298e+06 639471 628386 521619 333114 48354.2 threshold=2593.0505000000003 0 2692.2960000000003 2692.2960000000003 1114.9175000000002 111.93650000000001 2598.8265000000006 198.55450000000002 1 2 1128.2175000000002 1471.0585000000003 608.55210000000022 3 1854.9329420000001 1097.7209 494.81977000000006 299.06050000000005 418.14250000000004 1254.2925000000002 249.87000000000003 1867.1242800000002 679.93910000000005 860.12500000000011 4 1501.0951200000002 1501.0951200000002 786.48464000000001 2022.5000000000002 42.033000000000008 1836.963 576.55500000000018 103.99000000000001 531.67662500000017 decision_type=2 1 2 2 2 2 2 2 1 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=6 2 4 5 32 -3 7 14 13 11 19 12 -10 18 23 -12 17 29 31 -11 -20 22 -15 27 25 -25 -26 30 -29 -16 -1 -9 -2 -19 right_child=1 3 -4 -5 -6 -7 -8 8 9 10 15 -13 -14 21 16 -17 -18 33 20 -21 -22 -23 -24 24 26 -27 -28 28 -30 -31 -32 -33 -34 -35 leaf_value=-0.0010503942633892777 -0.59786355400085445 2.4834756793397847 21.78987019130162 -7.2272422352858952 4.4722939866588964 -1.5899969454300709 -1.5040065727507077 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2.10818e+06 1.27644e+06 1.89474e+06 5.54591e+06 1.38824e+06 1.17746e+06 3.04866e+06 1.01996e+06 888613 848590 1.107e+06 656163 645159 602997 554989 561057 500361 426852 602871 279150 269081 253531 215301 179532 84182.3 3948.9 threshold=2593.0505000000003 0 2632.2792750000003 1114.9175000000002 2773.7250000000004 111.93650000000001 1114.9175000000002 2632.2792750000003 1022.9471520000001 1254.2925000000002 257.07623000000007 198.55450000000002 1 1444.3300000000002 575.25150000000008 1800.6974500000001 406.52823000000006 611.84520000000009 215.03750000000002 547.57500000000016 1151.8115000000003 253.13250000000002 2 903.12057500000003 3 56.6175 306.80800000000005 1874.1882800000003 2995.7383125000001 63.95000000000001 117.18350000000002 815.13625000000013 136.71250000000003 483.50625000000008 26.246250000000003 59.756000000000022 14.95725 52.293000000000013 250.29150000000001 2763.7525000000005 15.5815 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 1 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 2 2 left_child=7 2 3 34 5 -3 -7 11 9 10 40 23 16 20 -15 -16 17 19 -19 -13 22 -22 -14 27 25 35 -27 28 31 38 -31 -1 36 -34 -2 -25 -26 39 -18 -29 -9 right_child=1 4 -4 -5 -6 6 -8 8 -10 -11 -12 12 13 14 15 -17 29 18 -20 -21 21 -23 -24 24 32 26 -28 37 -30 30 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 leaf_value=-0.0012518642394223638 -0.70026607036590582 3.4093866440557661 19.419569111778625 5.3074795389175415 -6.4291988890511655 -0.86440789625758219 -4.4057320854663855 -0.051948679268360137 -3.2047034322420758 2.3669552383422849 -2.333498448458585 -0.14369553790068498 0.52717060663442061 -1.1587257952008929 5.8634414062500007 1.9032857636707585 -0.95450725555419924 4.1209967749118803 -0.25468681028343382 -1.1783527708467509 4.7663182125091552 0.33929747268131799 0.094824555587713868 -0.23502513201005998 0.48859388103169843 -1.274428052554528 -3.3286644645359207 -0.91430668095179968 -1.6567150435528972 -3.154021587371826 -1.207332714398702 0.91973102472596258 -2.1418564267158509 0.18748578720092773 -2.2471056060791019 -1.412699032244475 -0.39057184410095219 -1.7016348370638761 0.26864268620808918 -0.22073501178196497 -0.22833609494295989 leaf_weight=356361 28 31 21 32 28 21 20 30 30 20 22 1304 646 35 20 41 24 40 105 144 20 70 3341 124 121 48 23 35 22 20 57 59 20 25 20 23 45 22 24 35 22 leaf_count=356361 28 31 21 32 28 21 20 30 30 20 22 1304 646 35 20 41 24 40 105 144 20 70 3341 124 121 48 23 35 22 20 57 59 20 25 20 23 45 22 24 35 22 internal_value=0 1.65426 4.62253 1.31612 -1.64176 -0.00800308 -2.59188 -0.000655886 -0.860652 -0.11255 -0.782687 -0.000361995 0.0967719 0.224099 1.61196 3.2017 -0.212571 -0.137454 0.952398 -0.24659 0.191969 1.32308 0.166436 -0.00196501 -0.456813 -0.874417 -1.93988 -0.00141771 -0.0012016 -1.18687 -1.71297 -0.00109941 0.0153581 -0.847777 -1.34478 -0.419287 0.250266 -0.838722 -0.342932 -0.567521 -0.126574 internal_weight=0 201 101 80 100 72 41 362978 124 94 74 362854 5891 4173 96 61 1718 1593 145 1448 4077 90 3987 356963 429 218 71 356534 356442 125 77 356420 211 45 48 147 166 92 48 70 52 internal_count=363179 201 101 80 100 72 41 362978 124 94 74 362854 5891 4173 96 61 1718 1593 145 1448 4077 90 3987 356963 429 218 71 356534 356442 125 77 356420 211 45 48 147 166 92 48 70 52 cat_boundaries=0 1 2 3 4 cat_threshold=2392 202 256 1804 is_linear=0 shrinkage=0.01 Tree=862 num_leaves=33 num_cat=2 split_feature=2 4 26 3 0 10 1 4 12 3 3 5 25 10 12 0 25 3 7 5 10 2 7 1 26 2 0 0 1 4 3 0 split_gain=5.39237e+06 2.02866e+07 1.70218e+07 8.4445e+06 2.96471e+06 5.21525e+06 1.78636e+06 899153 1.54066e+06 3.52781e+06 2.00711e+06 514965 2.20832e+06 2.58128e+06 3.55026e+06 2.44079e+06 1.63187e+06 1.34082e+06 1.20372e+06 1.19066e+06 980855 1.8768e+06 921188 835513 3.23697e+06 791481 777626 611267 8.46074e+06 525702 204243 164005 threshold=2593.0505000000003 2632.2792750000003 2022.5000000000002 2692.2960000000003 885.78750000000014 484.50915000000003 54.82800000000001 2632.2792750000003 28.873500000000003 974.18930000000012 1278.9218000000003 543.59225000000015 0 1797.2975000000001 729.25800000000015 2773.7250000000004 1 1278.9218000000003 1113.0755000000001 2763.7525000000005 1797.2975000000001 720.28944000000013 759.38475000000005 2779.5510000000008 2022.5000000000002 249.90350000000004 23.800700000000003 2773.7250000000004 315.10000000000008 1115.3337000000004 353.54500000000002 332.68500000000006 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 2 2 2 2 2 2 2 left_child=7 3 -3 4 6 -6 -2 11 10 -10 31 20 13 15 -15 16 -13 19 -19 22 23 25 -14 27 -25 26 -22 29 -29 -1 -8 -9 right_child=1 2 -4 -5 5 -7 30 8 9 -11 -12 12 17 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 -32 -33 leaf_value=-0.00056394873218545212 1.4968742544991631 1.4880024108886718 14.534775671005249 -6.0267104558944702 5.4394077817855342 -0.7697474225362142 -2.0103721707207818 -0.52232614624831419 0.71805720874241419 -4.8416523506164548 2.7356850013732914 1.3815743987225304 -0.15266914142741947 5.7777445639882776 -0.037066014607747395 3.6455403249913996 0.14818066149545733 -0.3457764754424224 -2.9943478664755823 -1.8440490843120376 -0.21111206539919677 -3.4553534051646357 0.99120077193537837 3.2103247457080419 -0.97415907106901478 1.4838139509558679 -2.4015976564373291 1.1037853174694514 -6.1624491327459161 -0.37319453472512382 -0.73857987880706788 -1.618248256336559 leaf_weight=360155 35 20 20 20 31 24 28 36 21 25 20 111 647 21 21 22 1022 37 32 38 71 23 79 36 38 20 21 59 22 379 23 22 leaf_count=360155 35 20 20 20 31 24 28 36 21 25 20 111 647 21 21 22 1022 37 32 38 71 23 79 36 38 20 21 59 22 379 23 22 internal_value=0 1.63772 8.01139 0.0542008 0.916741 2.72996 -0.242874 -0.000649156 -0.852045 -2.30352 0.00395509 -0.000358204 0.158468 0.431524 2.87034 0.346576 0.282518 -0.23625 -1.5741 -0.118516 -0.00125176 -0.853477 -0.0281984 -0.000932789 1.06154 -0.319163 -0.711114 -0.00115081 -0.86976 -0.000955665 -1.43682 -0.938021 internal_weight=0 201 40 161 141 55 86 362978 124 46 78 362854 2030 1197 42 1155 1133 833 69 764 360824 135 726 360689 74 112 92 360615 81 360534 51 58 internal_count=363179 201 40 161 141 55 86 362978 124 46 78 362854 2030 1197 42 1155 1133 833 69 764 360824 135 726 360689 74 112 92 360615 81 360534 51 58 cat_boundaries=0 6 12 cat_threshold=10536448 134546496 1577232 1114112 4096 2147483651 8388608 134218752 524288 0 4096 1 is_linear=0 shrinkage=0.01 Tree=863 num_leaves=29 num_cat=1 split_feature=3 4 10 1 4 1 1 0 3 7 11 1 14 26 25 1 0 0 6 6 0 16 26 9 14 26 12 0 split_gain=3.12953e+06 2.36252e+07 6.34118e+07 2.1372e+06 1.29799e+06 2.86896e+06 2.10169e+06 3.0621e+06 4.28215e+06 2.0026e+06 1.17168e+06 1.26982e+06 1.07217e+06 824972 516367 2.77103e+06 5.48885e+06 2.26186e+06 6.91943e+06 1.69273e+06 1.57712e+06 1.22793e+06 1.21106e+06 965330 779939 476450 463019 461723 threshold=2692.2960000000003 2632.2792750000003 686.95125000000019 1891.4572200000002 2632.2792750000003 2779.5510000000008 2779.5510000000008 988.99750000000006 369.71584999999999 114.17660000000002 826.40400000000011 469.42150000000009 54.168750000000003 2022.5000000000002 0 959.97700000000009 2773.7250000000004 2773.7250000000004 37.005000000000003 512.71000000000015 99.243946000000008 333.05800000000005 2022.5000000000002 2724.2674800000009 1012.3383000000001 2022.5000000000002 26.254000000000001 257.57200000000006 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=4 3 -3 10 6 12 14 8 13 -9 11 25 27 -8 15 16 21 23 22 20 -17 -1 -19 24 -16 -2 -25 -6 right_child=1 2 -4 -5 5 -7 7 9 -10 -11 -12 -13 -14 -15 17 19 -18 18 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 leaf_value=-0.033198723811343048 -1.5991485559372673 19.141151038460109 -4.8935060812178115 -3.211567257560533 -1.702013549590722 -4.3974594679332917 -3.2348357849121094 5.1898107410430905 3.7248605546497164 1.2620354002493399 -2.2868914651870726 2.3418886391321818 1.3713110227938052 -0.59483778493157746 0.0031656478884900812 -0.68118114209756608 5.0756490080697194 -5.1186462807655335 1.8893778186685899 0.86363124349842912 -3.2825672799569587 -0.82148479649769002 -1.9817895889282227 -0.48118990778923038 0.48520125825490268 0.31661038987776813 -2.2777915763854981 -0.094822383071437033 leaf_weight=28250 21 23 21 29 39 21 20 25 21 27 20 24 27 29 333697 41 21 32 34 23 54 199 20 32 336 34 26 33 leaf_count=28250 21 23 21 29 39 21 20 25 21 27 20 24 27 29 333697 41 21 32 34 23 54 199 20 32 336 34 26 33 internal_value=0 1.34882 7.67006 -0.824104 -0.000383539 -1.04024 -3.96777e-05 1.31226 -0.0532134 3.15039 -0.124746 0.422632 -0.328104 -1.67239 -0.000481011 -0.0412642 -0.0349403 0.00300904 -1.61853 -1.57054 -2.15986 -0.0387128 -3.91216 0.00342653 0.00365052 -0.414861 -1.28656 -0.965384 internal_weight=0 172 44 128 363007 120 362887 122 70 52 99 79 99 49 362765 28588 28470 334177 86 118 95 28449 52 334091 334033 55 58 72 internal_count=363179 172 44 128 363007 120 362887 122 70 52 99 79 99 49 362765 28588 28470 334177 86 118 95 28449 52 334091 334033 55 58 72 cat_boundaries=0 7 cat_threshold=303038528 269684736 1094746114 1073746176 101220368 1546159112 1 is_linear=0 shrinkage=0.01 Tree=864 num_leaves=35 num_cat=4 split_feature=2 24 3 3 0 8 4 11 8 24 1 3 16 10 2 25 9 3 0 0 11 1 26 3 9 3 1 0 1 25 9 1 0 8 split_gain=5.21501e+06 2.07618e+07 7.0971e+07 1.11413e+07 6.59562e+06 1.97533e+06 875540 2.06236e+06 1.52428e+06 519749 1.80821e+06 1.02412e+06 976393 883576 778917 2.6763e+06 2.97384e+07 4.99064e+06 2.10399e+06 2.77294e+06 2.71775e+06 1.98879e+06 6.06451e+06 1.16905e+06 653038 600940 532781 520095 397878 366870 316086 308942 239004 202227 threshold=2593.0505000000003 0 2692.2960000000003 2692.2960000000003 1114.9175000000002 31.362500000000004 2632.2792750000003 1022.9471520000001 217.11700000000005 1 115.42960000000001 426.62850000000009 138.70500000000004 573.35100000000011 14.222000000000001 2 383.33200000000005 507.85850000000005 1836.963 1501.0951200000002 531.428 2779.5510000000008 2022.5000000000002 2692.2960000000003 1889.5600000000002 1278.9218000000003 494.77402000000006 175.70850000000002 860.12500000000011 3 564.5870000000001 103.99000000000001 15.5815 61.732430000000008 decision_type=2 1 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 2 2 9 2 2 2 2 left_child=6 2 4 5 31 -3 9 8 32 10 25 13 28 26 21 16 17 -16 19 -17 -20 23 -23 24 -11 27 -12 29 -13 -1 -14 -2 -8 -29 right_child=1 3 -4 -5 -6 -7 7 -9 -10 14 11 12 30 -15 15 18 -18 -19 20 -21 -22 22 -24 -25 -26 -27 -28 33 -30 -31 -32 -33 -34 -35 leaf_value=0.25098641281156714 -0.62147495555877685 1.9707340698242188 21.362233136494957 -7.166305469785418 4.3161584964875255 -1.3432542248674342 -0.32016002847088709 -3.1236154874165853 1.6602941793203354 -0.0014258720474754317 -0.25796707608681724 -1.0209176154931385 -1.6904122729923416 1.4999942541122437 0.048249139197627904 0.039229688496500395 11.384552562332154 3.8318801927566528 -2.0828707827773751 2.0463310023667156 0.67499448100003334 5.7085603038124422 -1.5533200807156771 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49 62 408 internal_count=363179 201 101 100 80 72 362978 124 94 362854 30224 1150 136 1014 332630 29461 665 640 28796 28639 157 303169 46 303123 303102 29074 988 29052 93 28644 43 49 62 408 cat_boundaries=0 1 2 8 14 cat_threshold=2392 128 8390656 0 16 278528 512 1056 2684354560 0 66592 2162704 134217728 1048578 is_linear=0 shrinkage=0.01 Tree=865 num_leaves=30 num_cat=2 split_feature=19 12 5 24 3 2 0 2 13 24 2 7 8 5 3 12 1 3 6 0 15 14 19 3 5 6 8 0 2 split_gain=1.93962e+06 6.44183e+06 1.68887e+06 1.47052e+07 5.42272e+07 2.7603e+07 2.14775e+07 4.78759e+06 2.09744e+07 2.39667e+06 4.7233e+06 4.23101e+06 2.29728e+06 2.31594e+06 2.185e+06 6.60562e+06 2.00146e+06 1.92758e+06 1.61088e+06 1.20514e+06 765772 1.97316e+06 829457 2.79716e+06 992720 743165 611816 341369 224057 threshold=2812.9105000000004 543.33000000000004 1121.68056 0 1278.9218000000003 2593.0505000000003 2773.7250000000004 2593.0505000000003 33.274025000000009 1 1254.2925000000002 903.12057500000003 1128.2175000000002 2763.7525000000005 2692.2960000000003 164.94000000000003 227.67125000000004 870.71080000000018 889.19240000000013 137.97000000000003 2640.1488000000004 148.12306350000003 824.48000000000013 802.00500000000011 543.59225000000015 1118.3050000000001 1128.2175000000002 57.869000000000007 11.926500000000003 decision_type=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 left_child=2 -2 7 4 19 9 -7 14 17 12 18 -12 25 -14 20 16 28 27 -11 -4 22 -22 24 -24 -1 -5 -21 -9 -16 right_child=1 -3 3 5 -6 6 -8 8 -10 10 11 -13 13 -15 15 -17 -18 -19 -20 26 21 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=0.00031217290040161274 -1.392907409866651 6.2914978885650639 1.2495236136696555 -0.8577455817569386 17.932770232200625 -2.6668840541066352 -14.813347059090932 -0.45089426545535816 11.349474065780639 0.010097865129570406 -0.039735422134399415 5.4611807619292163 -1.4490724831658441 -5.6727003326416012 -0.57320807196877221 -6.0502680555979405 2.3040805856704711 2.2430785640716553 -1.80310824159716 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cat_threshold=2050 1164 is_linear=0 shrinkage=0.01 Tree=866 num_leaves=26 num_cat=0 split_feature=9 5 6 5 8 2 1 0 7 1 9 0 2 7 0 1 14 0 19 5 5 5 1 15 6 split_gain=3.0148e+06 1.84178e+07 7.59903e+06 1.9996e+07 2.57625e+06 1.857e+06 2.13896e+07 1.30592e+06 1.06951e+06 1.05266e+06 1.04412e+06 789829 2.90249e+06 782776 770209 687233 2.8306e+06 4.40391e+06 841566 2.80342e+06 736005 679231 496320 139852 103372 threshold=2724.2674800000009 2763.7525000000005 2871.8940000000007 1874.1882800000003 1926.0125000000005 2593.0505000000003 2779.5510000000008 1501.0951200000002 1113.0755000000001 39.031250000000007 1889.5600000000002 591.40200000000016 720.28944000000013 252.00850000000005 688.40820000000008 2779.5510000000008 338.15137500000003 988.99750000000006 222.42400000000001 1530.4632000000001 1121.68056 104.05000000000001 143.07625000000004 140.75000000000003 17.806250000000006 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 4 5 13 8 10 7 14 9 -2 15 23 -13 21 22 18 17 -17 20 -20 -1 -4 -7 24 -12 right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 11 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=0.00051289988644649068 -0.16316233121431789 8.0970937865972523 0.0012445040505666 -10.496217187499999 -3.520436074733734 0.15977031707763673 9.5174231124877924 -2.7508691665649416 -1.4774285449152407 2.8883933448791503 -0.39000875199282614 -4.8225011329650878 0.3356108077367147 0.93020985690030189 1.5659546899795533 -1.5913517245512743 -4.1905360488891601 2.850261070027071 0.18588199254398724 3.6329979358116788 -0.36392866288219489 -2.4167837506248837 -1.6174182545344036 -0.9679680665334065 0.5585261864662171 leaf_weight=360481 26 32 26 25 24 33 25 25 23 20 27 20 24 33 20 65 20 34 1390 24 555 21 30 21 20 leaf_count=360481 26 32 26 25 24 33 25 25 23 20 27 20 24 33 20 65 20 34 1390 24 555 21 30 21 20 internal_value=0 1.55329 1.33922e-05 -2.6898 -0.698341 0.000791835 1.1822 -0.747248 0.283258 1.1636 0.000358596 -0.965021 -2.00899 -0.25029 -0.143747 0.000656809 -0.759157 -0.0659494 0.000906272 0.24439 -4.73353e-05 -1.07915 -0.68651 -0.289515 0.0136231 internal_weight=0 125 362919 105 93 362814 133 108 69 46 362681 112 44 80 83 362569 119 99 362450 1414 361036 47 63 68 47 internal_count=363044 125 362919 105 93 362814 133 108 69 46 362681 112 44 80 83 362569 119 99 362450 1414 361036 47 63 68 47 is_linear=0 shrinkage=0.01 Tree=867 num_leaves=25 num_cat=0 split_feature=9 5 6 4 3 11 2 3 5 0 9 3 0 0 2 4 6 5 0 13 11 15 15 6 split_gain=2.9548e+06 1.80513e+07 7.44781e+06 2.57243e+07 3.77699e+06 3.71839e+06 1.82005e+06 1.35402e+07 2.01198e+06 1.23672e+06 1.02334e+06 904073 850689 774111 2.84473e+06 727655 644836 4.68038e+06 1.19779e+06 684035 894885 686688 137069 101315 threshold=2724.2674800000009 2763.7525000000005 2871.8940000000007 1876.5445000000002 1278.9218000000003 1347.54114 2593.0505000000003 1471.8415000000002 192.84375000000003 346.24075000000011 1889.5600000000002 3.4022500000000004 180.07548000000003 591.40200000000016 720.28944000000013 32.100071000000007 1913.0125000000005 1530.4632000000001 203.3065 1950.3035000000002 826.40400000000011 247.20250000000001 140.75000000000003 17.806250000000006 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 5 6 4 15 9 10 8 12 11 16 -2 -8 22 -15 -4 19 18 -18 21 -21 -1 23 -12 right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 13 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.00045079703317881496 0.98651452437691067 8.0161224274337286 -0.27083290691438477 -11.290770158400903 3.9321771697998047 -3.7379441891397751 -0.60745728312311953 6.5094564879281176 -2.6168021056387158 2.5494406769492408 -0.38610867681326688 -1.9205657243728638 1.7804116180419922 -4.7742760925292975 0.33225471337636314 -2.5902947860672363 -1.0340374472833449 5.0249490156627834 1.1531485017140706 -0.25123470783233642 -2.3820232211218939 0.17584683473219861 -0.95828840301150364 0.5529409246444702 leaf_weight=360121 23 32 38 26 20 28 37 35 36 22 27 20 25 20 24 21 62 21 42 73 27 2223 21 20 leaf_count=360121 23 32 38 26 20 28 37 35 36 22 27 20 25 20 24 21 62 21 42 73 27 2223 21 20 internal_value=0 1.53776 1.32583e-05 -2.6629 0.176654 -0.691357 0.000783917 1.17038 -0.736434 0.621019 0.00035501 -0.365616 0.355393 -0.955371 -1.9889 -1.0964 0.000650241 0.718767 -0.150751 0.000402576 -0.826548 0.000630798 -0.28662 0.0134869 internal_weight=0 125 362919 105 79 93 362814 133 98 65 362681 43 62 112 44 59 362569 125 104 362444 100 362344 68 47 internal_count=363044 125 362919 105 79 93 362814 133 98 65 362681 43 62 112 44 59 362569 125 104 362444 100 362344 68 47 is_linear=0 shrinkage=0.01 Tree=868 num_leaves=26 num_cat=0 split_feature=9 5 6 4 3 13 2 2 1 4 9 0 2 4 1 12 0 3 12 4 7 3 3 12 10 split_gain=2.896e+06 1.76921e+07 7.2996e+06 2.52123e+07 3.70183e+06 2.6732e+06 2.42156e+06 1.78383e+06 2.08617e+07 2.31256e+06 1.00297e+06 758706 2.78812e+06 713174 674924 2.40286e+06 5.02954e+06 1.1401e+06 3.22154e+06 1.11397e+06 657265 1.72725e+06 469380 135933 75445.2 threshold=2724.2674800000009 2763.7525000000005 2871.8940000000007 1876.5445000000002 1278.9218000000003 26.251840000000005 1254.2925000000002 2593.0505000000003 2779.5510000000008 1291.5535000000002 1889.5600000000002 591.40200000000016 720.28944000000013 32.100071000000007 2779.5510000000008 137.52500000000001 988.99750000000006 2692.2960000000003 10.521250000000002 2632.2792750000003 117.00750000000001 141.98700000000005 55.204000000000015 193.28640000000004 21.467250000000003 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 5 7 4 13 22 -7 10 9 20 14 23 -13 -4 17 16 -16 19 -19 -1 21 -9 -2 24 -12 right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 11 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.00089407600486248579 1.9302968536376954 7.9359615129232406 -0.26812455068587471 -11.177862261075241 3.8928553428649901 -0.38586037562443659 -5.0142006530761716 -0.58913260093102093 9.39040750427246 -3.3455078365252571 -0.33034168415069581 -4.726533355712891 0.32893215656280517 -2.5643917887125696 -1.671999156767862 -3.1464819493601399 3.3328073531966056 -0.066019854189744639 -4.5547762189592635 1.1261422449993816 -1.3567637621838113 3.0254323081970216 -0.072468122352253306 -0.90914199746173363 0.49367693376541144 leaf_weight=362274 25 32 38 26 20 26 20 39 25 26 25 20 24 21 57 31 31 67 21 88 23 20 22 23 20 leaf_count=362274 25 32 38 26 20 26 20 39 25 26 25 20 24 21 57 31 31 67 21 88 23 20 22 23 20 internal_value=0 1.52238 1.31257e-05 -2.63627 0.174888 -0.684444 -2.39818 0.000776078 1.15868 -0.746818 0.00035146 -0.945818 -1.96901 -1.08544 0.000643738 -0.752335 0.0910577 0.000890957 -1.1372 0.00116734 0.0771574 0.636144 0.992832 -0.283754 0.0358888 internal_weight=0 125 362919 105 79 93 46 362814 133 108 362681 112 44 59 362569 119 88 362450 88 362362 82 59 47 68 45 internal_count=363044 125 362919 105 79 93 46 362814 133 108 362681 112 44 59 362569 119 88 362450 88 362362 82 59 47 68 45 is_linear=0 shrinkage=0.01 Tree=869 num_leaves=33 num_cat=3 split_feature=9 5 7 2 13 2 1 24 3 4 2 3 3 3 5 2 8 24 2 4 1 3 5 24 2 10 3 3 2 3 1 9 split_gain=2.83837e+06 1.734e+07 5.1063e+06 1.33447e+07 2.62001e+06 2.37338e+06 1.13705e+06 1.01914e+07 2.66107e+07 5.38873e+06 5.18217e+06 4.2294e+06 3.16449e+06 2.27274e+06 1.26451e+06 2.28582e+06 1.63256e+06 1.2922e+06 1.69497e+06 1.34233e+06 1.10372e+06 893146 799234 2.43975e+06 4.4993e+06 1.69338e+06 780703 767152 692510 460040 442878 166023 threshold=2724.2674800000009 2763.7525000000005 2690.3565000000003 1800.6974500000001 26.251840000000005 1254.2925000000002 1891.4572200000002 0 1278.9218000000003 2632.2792750000003 1092.7150000000004 1278.9218000000003 137.82020000000003 802.00500000000011 1121.68056 1800.6974500000001 1329.5732400000002 1 957.78375000000017 625.2833710000001 1097.7209 327.31500000000005 543.59225000000015 2 1444.3300000000002 983.00100000000009 2692.2960000000003 1471.8415000000002 9.1315000000000026 55.204000000000015 2779.5510000000008 7.2255000000000011 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 1 2 2 2 2 2 2 2 2 left_child=2 4 6 20 29 -6 14 8 12 10 13 -12 30 -9 22 17 -17 19 -19 -16 21 31 26 25 -25 -24 27 -1 -28 -2 -8 -4 right_child=1 -3 3 -5 5 -7 7 9 -10 -11 11 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31 -32 -33 leaf_value=-0.00013356587103441475 1.9109939300537111 7.8566011454164988 -0.094475183901579496 -9.1087067487023088 -0.38200174478384163 -4.9640584411621091 1.1052799051458186 -0.61652164755640804 11.401766298557149 -5.3143491711823838 4.9346929410298666 -0.69740194400151567 -1.8638576444826629 -3.9539585735321046 -0.33785492391442534 -3.7005821794782365 -0.1737488905588786 -0.058259831357371901 2.3486548683137607 -1.9153509032726288 -2.4171721735867586 1.6235515124981219 -0.2312371374737649 0.37754681508119958 4.0288150662013464 -2.513303484386868 0.17520315647125245 0.62249266847215512 -2.0177615764405994 -0.071743431145494641 3.1355564196194923 -1.2960068321228027 leaf_weight=360251 25 32 23 22 26 20 22 111 29 23 30 24 38 25 199 35 21 258 33 74 22 26 336 944 35 36 24 198 36 22 21 23 leaf_count=360251 25 32 23 22 26 20 22 111 29 23 30 24 38 25 199 35 21 258 33 74 22 26 336 944 35 36 24 198 36 22 21 23 internal_value=0 1.50716 1.29943e-05 -2.09774 -0.677599 -2.3742 0.000683715 0.593739 2.91656 -0.709461 -0.189367 2.43154 0.238719 -1.23002 0.000155253 -0.45107 -2.37802 -0.259742 0.207557 -0.738407 -0.456878 0.142101 0.00092837 0.2437 0.502945 -0.440248 1.85897e-05 0.000208452 -1.14058 0.982904 2.09681 -0.695241 internal_weight=0 125 362919 116 93 46 362803 323 110 213 190 54 81 136 362480 620 56 564 291 273 94 72 361860 1351 979 372 360509 360449 60 47 43 46 internal_count=363044 125 362919 116 93 46 362803 323 110 213 190 54 81 136 362480 620 56 564 291 273 94 72 361860 1351 979 372 360509 360449 60 47 43 46 cat_boundaries=0 1 2 3 cat_threshold=2372 1221 298 is_linear=0 shrinkage=0.01 Tree=870 num_leaves=27 num_cat=0 split_feature=0 5 1 12 5 12 1 4 4 14 4 0 3 9 26 8 13 11 11 9 5 3 2 26 2 26 split_gain=3.20663e+06 1.06706e+07 1.82251e+07 1.0222e+07 1.09681e+07 4.52341e+06 3.13334e+06 4.02135e+06 1.7969e+06 2.256e+06 1.64552e+06 1.28031e+07 2.1699e+07 3.03497e+06 1.13311e+06 799665 820522 462222 2.7271e+06 4.57487e+07 1.38703e+06 956022 1.11364e+06 672733 47656.7 14053.7 threshold=2773.7250000000004 184.35900000000001 355.00374000000005 1922.9850000000004 2763.7525000000005 30.912210000000005 2779.5510000000008 2632.2792750000003 258.76800000000009 23.334324000000002 2632.2792750000003 55.47025750000001 117.32300000000002 981.55950000000007 2022.5000000000002 2877.4750000000008 642.7482500000001 74.737000000000009 79.267885000000021 259.67600000000004 2763.7525000000005 2692.2960000000003 299.06050000000005 2022.5000000000002 9.8167500000000008 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=6 2 25 4 5 -3 10 8 14 -10 15 12 -12 -13 -8 17 24 21 19 -19 -20 23 -23 -1 -17 -2 right_child=1 3 -4 -5 -6 -7 7 -9 9 -11 11 13 -14 -15 -16 16 -18 18 20 -21 -22 22 -24 -25 -26 -27 leaf_value=0.011433631251272678 0.15911863038034152 2.3964709954261783 9.1194158453554728 4.2816526713371275 -9.1995477367582765 -3.8990598369780045 -3.3555571671189934 -5.6840197944641115 2.7247923841476438 -1.7212005637940906 -0.51436232649046798 -0.15497814577979011 13.025167263984681 -4.8451774237372662 -0.64613676013368548 -0.67413946671919389 -2.8005770606994629 0.034667391236524403 0.043187830597846331 15.621553249359131 -2.1107746270497638 -0.2313170001086067 -3.2051377716064451 -0.016179683419027143 -0.0081378777821858733 0.45563374980803462 leaf_weight=180518 33 25 37 25 21 21 29 20 25 21 29 37 20 22 33 22 20 322 8611 20 30 34 20 172572 21 31 leaf_count=180518 33 25 37 25 21 21 29 20 25 21 29 37 20 22 33 22 20 322 8611 20 30 34 20 172572 21 31 internal_value=0 1.28848 3.53261 -1.17519 -3.21133 -0.477576 -0.000844544 -1.56515 -0.802399 0.6951 -0.000291874 1.23388 5.01198 -1.90387 -1.91345 -0.000659886 -1.1272 -0.000463899 0.0703731 0.946181 0.0357097 -0.00226579 -1.33273 -0.00206232 -0.348883 0.302743 internal_weight=0 193 101 92 67 46 362426 128 108 46 362298 108 49 59 62 362190 63 362127 8983 342 8641 353144 54 353090 43 64 internal_count=362619 193 101 92 67 46 362426 128 108 46 362298 108 49 59 62 362190 63 362127 8983 342 8641 353144 54 353090 43 64 is_linear=0 shrinkage=0.01 Tree=871 num_leaves=25 num_cat=0 split_feature=0 5 1 12 5 12 1 4 4 14 7 18 2 26 3 6 4 3 21 0 19 0 3 26 split_gain=3.14282e+06 1.04583e+07 1.78624e+07 1.00186e+07 1.07498e+07 4.4334e+06 3.07099e+06 3.94133e+06 1.76114e+06 2.21111e+06 1.63508e+06 1.09149e+07 1.76238e+06 1.11056e+06 1.07938e+06 2.80205e+06 1.77089e+06 548350 4.62852e+06 2.58508e+06 566948 603783 499306 13774 threshold=2773.7250000000004 184.35900000000001 355.00374000000005 1922.9850000000004 2763.7525000000005 30.912210000000005 2779.5510000000008 2632.2792750000003 258.76800000000009 23.334324000000002 2690.3565000000003 192.95750000000001 78.697325000000021 2022.5000000000002 2692.2960000000003 987.12000000000012 174.73500000000004 1107.1660000000004 206.16450000000006 1266.1895000000002 1711.5412500000002 257.57200000000006 870.71080000000018 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=6 2 23 4 5 -3 10 8 13 -10 14 12 -12 -8 17 16 -16 20 19 -19 22 -22 -1 -2 right_child=1 3 -4 -5 -6 -7 7 -9 9 -11 11 -13 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 leaf_value=-0.00033589206590892406 0.15752757332541728 2.3725063637971879 9.028221972794146 4.2388363029479983 -9.1075526500883548 -3.8600693766276044 -3.3220015705042876 -5.6271796646118162 2.6975444105148312 -1.7039885673068818 1.0496919550895691 7.686120934259324 -1.9377615288282053 -0.63967535091168959 -1.2251984631387811 -3.7207347365788053 2.2904462160882741 -0.1173674141066943 4.9121949622744605 1.8695277835845949 -0.33182507395478233 -2.3559539289474487 -0.38429705791768776 0.45107748123907271 leaf_weight=361082 33 25 37 25 21 21 29 20 25 21 40 21 39 33 38 28 23 516 21 75 56 20 339 31 leaf_count=361082 33 25 37 25 21 21 29 20 25 21 40 21 39 33 38 28 23 516 21 75 56 20 339 31 internal_value=0 1.27559 3.49729 -1.16344 -3.17921 -0.4728 -0.000836099 -1.5495 -0.794375 0.688149 -0.000288955 1.27824 -0.425127 -1.89431 -0.000641945 -1.10177 0.100372 -0.000371307 0.298708 0.134777 -0.000877635 -0.864491 -0.000696034 0.299716 internal_weight=0 193 101 92 67 46 362426 128 108 46 362298 100 79 62 362198 89 61 362109 612 591 361497 76 361421 64 internal_count=362619 193 101 92 67 46 362426 128 108 46 362298 100 79 62 362198 89 61 362109 612 591 361497 76 361421 64 is_linear=0 shrinkage=0.01 Tree=872 num_leaves=23 num_cat=0 split_feature=0 5 1 15 9 4 1 4 4 4 0 6 9 8 4 19 19 17 10 6 0 2 split_gain=3.08028e+06 1.02501e+07 1.7507e+07 7.22993e+06 8.02141e+06 6.75182e+06 3.00988e+06 3.86289e+06 1.73014e+06 1.61145e+06 1.25234e+07 1.52584e+07 2.96658e+06 781306 568494 543930 587540 2.39771e+06 1.23999e+06 556703 469461 221422 threshold=2773.7250000000004 184.35900000000001 355.00374000000005 1069.0300000000002 149.28375000000003 1517.5820000000001 2779.5510000000008 2632.2792750000003 508.16875000000005 2632.2792750000003 55.47025750000001 137.63850000000005 981.55950000000007 2877.4750000000008 451.28900000000004 2191.9772225000002 762.32868000000008 1772.4296500000003 2855.9890500000006 335.64456000000007 22.611000000000004 141.4265 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 -2 4 -3 -6 9 8 20 13 11 -11 -12 15 -15 16 18 -18 -1 -17 -8 -22 right_child=1 3 -4 -5 5 -7 7 -9 -10 10 12 -13 -14 14 -16 19 17 -19 -20 -21 21 -23 leaf_value=-0.00043093471946343832 0.29671868070960045 1.5485928916931153 8.9379392716691299 3.8486654220927847 -1.1564087815284729 -9.100895823603091 -0.72154493742975689 -5.5709079246520989 0.96687214851379399 -0.079516457010198521 -0.1531671690940857 11.139603755257347 -4.7902171958576547 -0.3938593730926514 -2.3669156675753387 -0.193921700293018 0.16403074710329701 3.416972507381439 -1.5158895663861875 -2.333858100891113 -3.137332220673561 -1.6835173971002753 leaf_weight=361755 64 27 37 22 20 23 29 20 37 27 37 22 22 40 23 31 242 25 54 20 20 22 leaf_count=361755 64 27 37 22 20 23 29 20 37 27 37 22 22 40 23 31 242 25 54 20 20 22 internal_value=0 1.26284 3.46231 -1.15181 -2.72338 -5.40579 -0.000827737 -1.53401 -0.786431 -0.000286065 1.22104 4.95764 -1.88224 -0.000650248 -1.11418 -0.000456524 -0.00031107 0.468613 -0.000657117 -1.03311 -1.70012 -2.37581 internal_weight=0 193 101 92 70 43 362426 128 108 362298 108 49 59 362190 63 362127 362076 267 361809 51 71 42 internal_count=362619 193 101 92 70 43 362426 128 108 362298 108 49 59 362190 63 362127 362076 267 361809 51 71 42 is_linear=0 shrinkage=0.01 Tree=873 num_leaves=27 num_cat=0 split_feature=0 12 3 3 1 1 4 4 14 7 18 10 26 3 2 9 15 14 15 18 12 3 7 2 26 1 split_gain=3.01898e+06 1.00772e+07 3.93194e+07 2.34644e+07 6.34973e+06 2.94998e+06 3.78602e+06 1.69791e+06 2.16793e+06 1.59867e+06 1.06793e+07 2.28696e+06 1.08066e+06 1.05056e+06 2.39227e+06 552276 922773 2.18782e+06 802777 564143 496248 446082 313826 254965 1.09824e+06 58585.4 threshold=2773.7250000000004 83.704444500000022 2692.2960000000003 2692.2960000000003 355.00374000000005 2779.5510000000008 2632.2792750000003 258.76800000000009 23.334324000000002 2690.3565000000003 192.95750000000001 26.251000000000001 2022.5000000000002 2692.2960000000003 299.06050000000005 2724.2674800000009 2640.1488000000004 387.15000000000003 137.65125000000003 1050.0050000000003 1.0000000180025095e-35 16.571695000000002 57.965000000000011 7.2721500000000008 2022.5000000000002 3.4888200000000009 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 -3 4 23 9 7 12 -9 13 11 21 -7 15 25 16 19 -18 22 -1 -16 -11 -17 24 -2 -15 right_child=1 2 -4 -5 -6 6 -8 8 -10 10 -12 -13 -14 14 20 18 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-4.1943032070709594e-05 1.9891754150390626 -1.5217851644243512 16.054847677230836 -8.1866355752944955 5.1681333639682876 -3.2669182474859833 -5.5151986923217775 2.6667825562000274 -1.6915690490177699 -0.97353285993848537 7.6022499302455353 1.6962256696147304 -0.62094537951729512 1.1103311386108399 -1.732524997941379 0.53456316323115904 -0.75438862455742695 3.8670040378570558 -2.3665512975056968 -0.49438361117205065 -3.7800700626373294 -2.9289261686801913 -1.0493054927479137 -0.72971693785294256 -1.0743089489503341 0.3449202947616577 leaf_weight=361762 25 35 20 29 39 29 20 25 21 28 21 31 33 20 29 29 21 20 24 231 20 20 22 23 22 20 leaf_count=361762 25 35 20 29 39 29 20 25 21 28 21 31 33 20 29 29 21 20 24 231 20 20 22 23 22 20 internal_value=0 1.25021 4.86972 -0.192349 1.93457 -0.00081946 -1.51867 -0.778567 0.6771 -0.000283205 1.26393 -0.420942 -1.85858 -0.000632243 -1.08696 -0.000365243 -0.000187491 1.49995 -0.858395 -0.000357399 -2.56826 -1.78828 -0.148674 0.133016 0.555204 0.727626 internal_weight=0 193 55 138 109 362426 128 108 46 362298 100 79 62 362198 89 362109 362034 41 75 361993 49 48 51 70 47 40 internal_count=362619 193 55 138 109 362426 128 108 46 362298 100 79 62 362198 89 362109 362034 41 75 361993 49 48 51 70 47 40 is_linear=0 shrinkage=0.01 Tree=874 num_leaves=24 num_cat=0 split_feature=0 5 12 5 4 2 12 19 6 15 14 13 14 7 11 2 6 8 11 0 2 2 21 split_gain=2.9589e+06 1.00824e+07 9.53246e+06 1.03234e+07 8.37517e+06 7.88013e+06 4.33568e+06 1.96461e+06 2.81911e+06 733624 2.82468e+06 536600 934677 749003 1.42284e+07 5.75003e+06 734885 1.10623e+06 445814 400071 691333 196081 149168 threshold=2773.7250000000004 184.35900000000001 1922.9850000000004 2763.7525000000005 131.87400000000002 299.06050000000005 30.912210000000005 2191.9772225000002 987.12000000000012 2640.1488000000004 709.17750000000012 1950.3035000000002 15.003750000000002 2690.3565000000003 187.85410000000005 308.78840000000008 2871.8940000000007 393.02680000000004 2995.7383125000001 1.2309999999999992 1254.2925000000002 17.427500000000006 7.3225000000000007 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 4 3 6 5 -2 -3 9 22 11 -11 13 21 16 15 -15 18 -18 -1 -14 -21 -13 -9 right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12 12 19 14 -16 -17 17 -19 -20 20 -22 -23 -24 leaf_value=-0.00058529181188929618 3.7741825106886568 2.3426161754608152 4.112486853599548 -8.932926621210008 9.2142473940849303 -3.4589994964599611 -3.8208935183570496 0.28667005941981361 -4.8708328514099124 -1.1089449336437078 3.5988023620605469 -0.090169876175267366 -0.24199862718582155 0.29735788890293668 6.2118249453920305 -6.0135085747458721 -0.20184404992140256 -2.8768596460331572 1.1617715908722444 -2.8128334401448569 -0.56121777191162114 1.2062467207908631 -0.90523985113416405 leaf_weight=361982 61 25 25 21 20 20 21 21 20 26 25 28 24 42 33 22 52 22 33 30 25 20 21 leaf_count=361982 61 25 25 21 20 20 21 21 20 26 25 28 24 42 33 22 52 22 33 30 25 20 21 internal_value=0 1.23771 -1.15709 -3.12336 3.41911 1.98821 -0.47116 -0.000811266 -1.78075 -0.00050672 1.19877 -0.000675534 -0.650577 -0.000447647 0.878166 -1.872 -0.000683018 -0.997119 -0.000479335 -1.31928 -1.78937 0.450004 -0.309285 internal_weight=0 193 92 67 101 81 46 362426 62 362364 51 362313 127 362186 97 64 362089 74 362015 79 55 48 42 internal_count=362619 193 92 67 101 81 46 362426 62 362364 51 362313 127 362186 97 64 362089 74 362015 79 55 48 42 is_linear=0 shrinkage=0.01 Tree=875 num_leaves=28 num_cat=2 split_feature=4 10 3 15 8 3 1 2 6 4 19 26 24 1 1 7 2 1 11 24 11 3 2 7 19 11 2 split_gain=3.59454e+06 2.71147e+07 8.32846e+07 1.04269e+07 7.93035e+06 2.31819e+06 4.34152e+06 2.427e+06 2.10336e+06 1.07426e+06 659081 475326 1.16855e+06 6.64682e+06 1.54067e+06 1.45037e+06 1.14296e+06 1.03458e+06 620182 1.36047e+06 6.14224e+06 1.0412e+06 2.46256e+06 1.02164e+06 557821 428552 280392 threshold=2632.2792750000003 264.1574500000001 2692.2960000000003 30.245625000000008 1926.0125000000005 2692.2960000000003 1891.4572200000002 148.17000000000004 137.63850000000005 1115.3337000000004 2812.9105000000004 2022.5000000000002 0 1097.7209 1891.4572200000002 608.55210000000022 365.68050000000005 94.638950000000008 68.750000000000014 1 79.267885000000021 802.00500000000011 547.57500000000016 1113.0755000000001 608.3642675000001 70.606948000000017 17.427500000000006 decision_type=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=5 2 8 -3 -5 10 7 -7 26 25 11 12 13 17 15 -14 -16 -1 21 20 -20 24 -23 -21 -13 -9 -2 right_child=1 3 -4 4 -6 6 -8 9 -10 -11 -12 18 14 -15 16 -17 -18 -19 19 23 -22 22 -24 -25 -26 -27 -28 leaf_value=0.046306884861714422 -0.8123177218666443 -7.823083082834879 21.02021341895064 -4.3373737109791151 4.2539349092755998 1.484859140442639 -4.9062112264279971 -3.6579005918502809 1.6810025873699703 0.17023657753354027 1.4583052045299161 -0.015187488559581646 -0.0039310122269904093 3.9402889409932227 -2.3755149191998424 0.60367495291577977 -0.2606043686185564 0.47319544124603269 2.4308302437623803 0.033679326929668456 0.1498224646951615 -0.2256725064950055 -2.8979503832793818 -0.67699988266596423 0.52982406330393983 -1.5877502288818359 -2.3659054074968613 leaf_weight=44857 26 30 24 22 21 41 27 20 37 21 31 172001 135435 44 47 394 56 575 129 7354 1391 217 41 208 188 20 21 leaf_count=44857 26 30 24 22 21 41 27 20 37 21 31 172001 135435 44 47 394 56 575 129 7354 1391 217 41 208 188 20 21 internal_value=0 1.40937 4.59146 -3.29838 -0.141618 -0.000213343 -1.34052 -0.396655 -0.102466 -1.66128 0.000263005 0.000138468 0.0115863 0.0554599 -0.00309538 -0.00216853 -1.22566 0.0517097 -0.0113018 0.0692405 0.341163 -0.0155436 -0.650337 0.0141128 -0.0145924 -2.62283 -1.50647 internal_weight=0 181 108 73 43 363097 129 102 84 61 362968 362937 181408 45476 135932 135829 103 45432 181529 9082 1520 172447 258 7562 172189 40 47 internal_count=363278 181 108 73 43 363097 129 102 84 61 362968 362937 181408 45476 135932 135829 103 45432 181529 9082 1520 172447 258 7562 172189 40 47 cat_boundaries=0 1 2 cat_threshold=7 2064 is_linear=0 shrinkage=0.01 Tree=876 num_leaves=32 num_cat=2 split_feature=2 10 3 3 1 1 1 9 3 0 2 26 6 5 25 1 18 8 11 1 25 17 13 18 1 26 1 2 15 10 11 split_gain=2.35119e+06 2.08737e+07 6.23174e+07 1.04738e+07 3.83252e+06 2.45695e+06 2.41262e+06 1.32397e+06 2.40597e+06 1.36326e+06 1.1082e+07 1.11596e+07 2.56757e+06 1.43625e+06 3.09764e+06 4.31075e+06 2.87109e+06 3.47002e+06 2.22881e+06 2.16999e+06 1.72943e+06 1.25542e+06 2.24397e+06 1.29174e+06 835098 822475 661085 906181 514784 1.02076e+06 588037 threshold=2593.0505000000003 102.49080000000001 2692.2960000000003 2692.2960000000003 959.97700000000009 117.95700000000001 1461.4925000000003 1889.5600000000002 2692.2960000000003 2773.7250000000004 27.046500000000005 2022.5000000000002 253.31100000000006 543.59225000000015 0 1256.4300000000001 912.34500000000014 607.31900000000007 39.277955000000006 1256.4300000000001 1 231.14700000000002 1280.8870000000004 594.23964000000012 2779.5510000000008 2022.5000000000002 860.12500000000011 38.557899999999997 1425.0630000000003 249.17500000000004 1602.5343235000003 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 left_child=7 2 4 6 5 -2 -3 9 21 13 11 -11 -12 24 15 20 19 -18 -17 -16 -15 22 26 -23 28 -26 27 -9 30 -30 -1 right_child=1 3 -4 -5 -6 -7 -8 8 -10 10 12 -13 -14 14 16 18 17 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 29 -31 -32 leaf_value=-0.00079675505061202196 0.08099950976488067 -1.9177598908073024 17.832359681701661 -7.9503664194620569 -2.8353767142757293 4.3561932883262635 2.1857346426922342 -0.68549779087305074 -3.7727248390515644 7.9001153429816746 -4.2328285683118381 -1.1188727628925572 -0.13225996120555983 -0.042182101636960366 0.10327621876932026 6.5330207710266111 5.6536226735115056 0.19990455831800188 1.8685380068279449 -1.2681610738758058 1.3531216870913139 0.14088824618946422 3.1076589720589771 -3.027467357881608 -2.5157250771155724 -0.19489054351239593 -1.9249519443511964 1.5596376063346864 0.013730860150408471 -1.8280966930544895 -0.6734772729873657 leaf_weight=360478 41 38 25 26 31 20 23 64 24 34 26 23 37 171 1368 20 20 28 21 126 185 22 21 31 26 37 24 25 87 46 130 leaf_count=360478 41 38 25 26 31 20 23 64 24 34 26 23 37 171 1368 20 20 28 21 126 185 22 21 31 26 37 24 25 87 46 130 internal_value=0 1.07375 3.83211 -2.63578 0.0276975 1.4827 -0.370541 -0.000118954 -0.79202 0.000341526 1.06602 4.26087 -1.82456 -1.10148e-05 0.271422 1.04699 0.0645382 2.47229 4.1439 -0.0123872 0.71973 -0.40947 0.105829 -1.7123 -0.00146972 -1.1527 -0.452033 -0.0548418 -0.00126867 -0.623292 -0.00103926 internal_weight=0 204 117 87 92 61 61 363074 211 362863 120 57 63 362743 1939 397 1542 48 41 1494 356 187 134 53 360804 63 113 89 360741 133 360608 internal_count=363278 204 117 87 92 61 61 363074 211 362863 120 57 63 362743 1939 397 1542 48 41 1494 356 187 134 53 360804 63 113 89 360741 133 360608 cat_boundaries=0 6 12 cat_threshold=1049600 134480896 1048640 65536 20480 2147484673 1048576 0 0 0 0 2147483649 is_linear=0 shrinkage=0.01 Tree=877 num_leaves=33 num_cat=2 split_feature=2 10 7 5 3 1 1 9 3 5 11 25 3 24 1 8 10 5 12 18 3 11 8 2 7 2 11 9 9 8 26 26 split_gain=2.3044e+06 2.04583e+07 8.35128e+07 1.7674e+07 1.02653e+07 3.26077e+06 2.36461e+06 1.29762e+06 2.35809e+06 1.31337e+06 2.73848e+06 2.43241e+06 3.70326e+06 1.89433e+06 3.23567e+06 1.90577e+06 1.76757e+06 1.22129e+06 2.2931e+06 1.4223e+06 667420 634342 630869 1.77292e+06 755231 477662 469558 1.40877e+06 880900 410659 393865 341890 threshold=2593.0505000000003 102.49080000000001 46.839000000000006 204.40050000000005 2692.2960000000003 860.12500000000011 1461.4925000000003 1889.5600000000002 2692.2960000000003 543.59225000000015 2995.7383125000001 0 1278.9218000000003 1 1256.4300000000001 224.83650000000003 233.37189000000004 511.91625000000005 729.25800000000015 41.990385000000011 2692.2960000000003 826.40400000000011 1926.0125000000005 204.32750000000004 53.101000000000006 148.17000000000004 301.05075000000005 732.3900000000001 406.08214000000004 514.22900000000016 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 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 left_child=7 2 3 5 6 30 -3 9 17 20 11 12 16 15 -15 -13 -11 18 29 21 22 -19 26 24 -24 -22 28 -28 -1 31 -2 -9 right_child=1 4 -4 -5 -6 -7 -8 8 -10 10 -12 13 -14 14 -16 -17 -18 19 -20 -21 25 -23 23 -25 -26 -27 27 -29 -30 -31 -32 -33 leaf_value=-0.001082800003866587 1.0022477279663087 -1.898582303147567 19.599628846095158 -9.0256459102630622 -7.8708632021683913 4.712751524552055 2.1638773337654444 -1.1344878257404676 -3.7349976468086243 0.29878350153491273 3.8495773262069339 0.75429960048417433 5.2343994350433354 -0.074995878479471423 -2.2646053377357691 -0.26806066854156718 2.1439068636638776 -1.5681429135357892 2.8659479812475355 -3.4537812664197838 -0.20594461877005441 0.59953510566993995 0.60243651695251466 2.5775791952345104 -1.4988009159381575 -1.9105254031765848 0.076018565563431811 1.0791452111005784 -0.2639910893663589 -1.7435543273744127 -0.81101289956466005 0.4108034941336004 leaf_weight=357184 25 38 26 20 26 23 23 22 24 201 21 545 20 767 74 274 70 27 26 23 35 27 50 36 26 31 2100 150 1279 21 23 41 leaf_count=357184 25 38 26 20 26 23 23 22 24 201 21 545 20 767 74 274 70 27 26 23 35 27 50 36 26 31 2100 150 1279 21 23 41 internal_value=0 1.06301 3.79379 -0.722162 -2.60942 1.61685 -0.366835 -0.000117404 -0.7841 0.000338472 0.257708 0.219046 1.0459 0.0673904 -0.264515 0.407292 0.775384 -0.405375 0.270766 -1.37129 -0.00106786 -0.484304 -0.000883938 0.749517 -0.116408 -1.00658 -0.00111693 0.142894 -0.00202086 -0.532505 0.133394 -0.128822 internal_weight=0 204 117 91 87 71 61 363074 211 362863 1972 1951 291 1660 841 819 271 187 110 77 360891 54 360825 112 76 66 360713 2250 358463 84 48 63 internal_count=363278 204 117 91 87 71 61 363074 211 362863 1972 1951 291 1660 841 819 271 187 110 77 360891 54 360825 112 76 66 360713 2250 358463 84 48 63 cat_boundaries=0 6 7 cat_threshold=1024 134480896 1048640 0 20480 2147483649 2259 is_linear=0 shrinkage=0.01 Tree=878 num_leaves=22 num_cat=2 split_feature=4 10 3 15 8 3 1 2 5 4 19 17 13 15 3 5 26 25 25 9 2 split_gain=3.49855e+06 2.60367e+07 8.04882e+07 1.02509e+07 7.89979e+06 2.25214e+06 4.36429e+06 2.32948e+06 2.02123e+06 1.02772e+06 651069 486392 1.27747e+06 566842 1.54226e+06 1.37278e+06 456456 2.4429e+06 1.69782e+06 440456 309174 threshold=2632.2792750000003 264.1574500000001 2692.2960000000003 30.245625000000008 1926.0125000000005 2692.2960000000003 1891.4572200000002 148.17000000000004 312.83200000000005 1115.3337000000004 2812.9105000000004 2732.1750000000006 250.65000000000003 1425.0630000000003 1278.9218000000003 611.84520000000009 2022.5000000000002 0 1 153.17300000000003 17.427500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 left_child=5 2 8 -3 -5 10 7 -7 20 19 11 13 -13 16 15 -15 17 -1 -18 -9 -2 right_child=1 3 -4 4 -6 6 -8 9 -10 -11 -12 12 -14 14 -16 -17 18 -19 -20 -21 -22 leaf_value=0.22397385877664319 -0.66238771466165791 -7.7091444279352821 20.659201440016428 -4.2804648633436724 4.2942777288527711 1.4683707855968942 -4.8963237575248435 -3.6037523221969607 1.8715593843162059 0.17748972665695917 1.4494038551084458 -0.71949827560782442 2.8118679043224883 -0.67737924822066964 -2.8575789123535156 1.4777850065733256 -0.19388548636735564 0.0051714277437115595 -0.0058068585396771144 -1.5050491075515748 -2.2231311754746872 leaf_weight=5245 30 30 24 22 21 41 27 20 32 21 31 20 21 133 25 38 4924 176148 176383 20 22 leaf_count=5245 30 30 24 22 21 41 27 20 32 21 31 20 21 133 25 38 4924 176148 176383 20 22 internal_value=0 1.39042 4.50861 -3.2228 -0.0927999 -0.000218068 -1.32129 -0.374956 -0.105841 -1.61391 0.000251445 0.000127667 1.08925 4.61765e-06 -0.537628 -0.198454 0.00029515 0.0115108 -0.0109258 -2.5544 -1.3227 internal_weight=0 181 108 73 43 363097 129 102 84 61 362968 362937 41 362896 196 171 362700 181393 181307 40 52 internal_count=363278 181 108 73 43 363097 129 102 84 61 362968 362937 41 362896 196 171 362700 181393 181307 40 52 cat_boundaries=0 6 12 cat_threshold=3222274048 0 0 1073807376 4196864 8388610 1048576 4 65536 1073807632 4196864 8 is_linear=0 shrinkage=0.01 Tree=879 num_leaves=26 num_cat=0 split_feature=4 10 3 15 17 3 1 0 2 6 0 2 26 5 7 6 7 2 0 1 1 4 5 26 2 split_gain=3.42893e+06 2.55186e+07 7.88865e+07 1.00469e+07 7.35703e+06 2.20733e+06 4.27744e+06 2.34759e+06 3.05817e+06 2.01451e+06 1.44505e+06 1.00305e+07 1.11683e+07 3.2192e+06 839456 680479 822497 803321 4.60326e+06 2.3703e+06 1.0366e+06 822507 646004 434143 267329 threshold=2632.2792750000003 264.1574500000001 2692.2960000000003 30.245625000000008 1095.1042000000002 2692.2960000000003 1891.4572200000002 53.8705 148.17000000000004 137.63850000000005 2773.7250000000004 27.046500000000005 2022.5000000000002 60.002000000000002 209.55600000000004 2871.8940000000007 710.08000000000004 2593.0505000000003 885.78750000000014 53.925750000000008 2779.5510000000008 258.76800000000009 543.59225000000015 2022.5000000000002 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 2 2 2 2 left_child=5 2 9 -3 -5 10 7 8 -7 24 15 12 -12 -13 -9 17 23 20 19 -19 22 -22 -1 -17 -2 right_child=1 3 -4 4 -6 6 -8 14 -10 -11 11 13 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 leaf_value=-0.00088031531786403848 -0.80102128679935747 -7.6320531879663465 20.452608709335326 4.3438674392700198 -3.9490366595724358 3.2787222881974847 -4.8473603557657308 -0.29102107238769531 -1.6655873894691469 1.6406103688961751 8.0768315410614022 -3.9155738093058265 -1.178738788637248 0.4664596412056371 -2.9187962399759604 -1.4497500381916764 -2.4695290342966714 1.5239845196406046 4.1257184477775324 -1.9019472870619403 -1.8496902702472831 0.19393593526655628 0.18487361060097166 0.37893163729358365 -2.3179878979637509 leaf_weight=360685 26 30 24 20 23 29 27 20 22 37 32 30 22 38 31 20 24 36 31 46 54 31 1882 37 21 leaf_count=360685 26 30 24 20 23 29 27 20 22 37 32 30 22 38 31 20 24 36 31 46 54 31 1882 37 21 internal_value=0 1.37651 4.46353 -3.19058 -0.091872 -0.000215879 -1.30808 -0.371207 1.14588 -0.104782 0.000248939 1.0884 4.30604 -1.46679 -1.8883 -0.00011693 -0.916583 8.77027e-05 0.843107 -0.39788 -0.000174977 -1.10437 8.38896e-05 -0.262711 -1.47881 internal_weight=0 181 108 73 43 363097 129 102 51 84 362968 122 54 68 51 362846 81 362765 113 82 362652 85 362567 57 47 internal_count=363278 181 108 73 43 363097 129 102 51 84 362968 122 54 68 51 362846 81 362765 113 82 362652 85 362567 57 47 is_linear=0 shrinkage=0.01 Tree=880 num_leaves=27 num_cat=1 split_feature=17 4 3 12 13 5 9 5 2 1 12 3 13 6 15 7 7 3 10 9 13 6 6 25 4 6 split_gain=3.87075e+06 1.18245e+07 6.99507e+06 3.77922e+07 6.35972e+07 1.17373e+07 2.7434e+06 1.55436e+06 3.00865e+06 911210 4.95008e+06 4.79327e+06 3.64807e+06 2.78767e+06 1.57426e+06 3.99278e+06 1.40604e+06 1.77421e+06 1.1377e+06 1.49722e+06 824319 738063 530767 2.72771e+06 755005 87308.3 threshold=2732.1750000000006 1291.5535000000002 2692.2960000000003 85.539750000000012 796.16700000000014 2763.7525000000005 135.37750000000003 7.2831999999999999 55.08700000000001 1891.4572200000002 977.87575000000004 1107.1660000000004 972.56475000000012 53.913750000000007 2640.1488000000004 63.062500000000007 174.05075000000002 137.82020000000003 2855.9890500000006 887.33690000000013 796.16700000000014 685.98275000000012 275.94813500000004 0 2632.2792750000003 15.579750000000002 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=2 20 9 5 -5 6 7 8 -4 14 11 16 -12 -13 18 -16 17 -11 22 25 -2 -18 24 -24 -1 -20 right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 12 13 -14 -15 15 -17 21 -19 19 -21 -22 -23 23 -25 -26 -27 leaf_value=-0.00035970166609172348 -0.6827399773963474 -8.3969333976371718 -1.4970664962132774 23.157520266532899 -0.19026539938790457 -6.9132303678072411 3.7724957396767356 -2.1578515469586406 3.7545297889709475 0.84490891969970705 5.6376761865615848 -6.5480986095610119 0.12400588226318358 -1.98642565724012 -0.79287848520278925 5.2017043056488035 -2.7734242156346642 -1.7080702616717363 -0.65957358193397531 -3.374409930602364 2.1223452281951904 -0.47148712855118974 0.84352060006833385 0.022461014538962234 1.150631873963172 0.26362481026422407 leaf_weight=358338 22 22 24 20 28 26 22 27 20 103 20 21 30 37 25 20 30 37 20 23 20 26 446 3612 57 21 leaf_count=358338 22 22 24 20 28 26 22 27 20 103 20 21 30 37 25 20 30 37 20 23 20 26 446 3612 57 21 internal_value=0 -2.4579 0.0015906 2.04774 9.53798 -0.97353 0.687031 -0.269028 0.890023 0.00064891 -0.546607 -1.11276 2.32947 -3.63807 0.00110777 1.87138 -0.365481 0.170193 0.00087561 -1.33229 0.653015 -1.70467 0.00111101 0.114835 -0.000176645 -0.186716 internal_weight=0 64 363033 167 48 119 93 71 44 362866 304 254 50 58 362562 45 196 140 362517 64 42 56 362453 4058 358395 41 internal_count=363097 64 363033 167 48 119 93 71 44 362866 304 254 50 58 362562 45 196 140 362517 64 42 56 362453 4058 358395 41 cat_boundaries=0 6 cat_threshold=134234116 134250560 16 65536 0 1025 is_linear=0 shrinkage=0.01 Tree=881 num_leaves=27 num_cat=0 split_feature=17 4 3 12 13 5 9 5 2 1 12 3 13 6 15 7 7 3 10 9 13 6 6 14 4 6 split_gain=3.79373e+06 1.15892e+07 6.85586e+06 3.70401e+07 6.23316e+07 1.15037e+07 2.6888e+06 1.52343e+06 2.94878e+06 893077 4.85157e+06 4.69789e+06 3.57547e+06 2.7322e+06 1.54293e+06 3.91332e+06 1.37806e+06 1.73891e+06 1.11506e+06 1.46742e+06 807915 723376 520399 1.03919e+06 739981 85570.9 threshold=2732.1750000000006 1291.5535000000002 2692.2960000000003 85.539750000000012 796.16700000000014 2763.7525000000005 135.37750000000003 7.2831999999999999 55.08700000000001 1891.4572200000002 977.87575000000004 1107.1660000000004 972.56475000000012 53.913750000000007 2640.1488000000004 63.062500000000007 174.05075000000002 137.82020000000003 2855.9890500000006 887.33690000000013 796.16700000000014 685.98275000000012 275.94813500000004 152.05252500000003 2632.2792750000003 15.579750000000002 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 20 9 5 -5 6 7 8 -4 14 11 16 -12 -13 18 -16 17 -11 22 25 -2 -18 24 -24 -1 -20 right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 12 13 -14 -15 15 -17 21 -19 19 -21 -22 -23 23 -25 -26 -27 leaf_value=-0.00035610458064063165 -0.67591257886453104 -8.3129640344056206 -1.482095823287964 22.925944616317746 -0.18836277961730957 -6.8440979590782751 3.7347708051854913 -2.1362730538403545 3.7169851351976395 0.83645990284901217 5.5812994127273559 -6.4826176234654023 0.12276585451761882 -1.9665613598678564 -0.78494966354370121 5.1496872444152837 -2.745689991315206 -1.6909896226831385 -0.65297783112525931 -3.3406657886505129 2.1011218044757842 -0.46677229092671318 0.19294354701373553 -0.20948338198161992 1.1391255940758347 0.26098857311975387 leaf_weight=358338 22 22 24 20 28 26 22 27 20 103 20 21 30 37 25 20 30 37 20 23 20 26 3259 799 57 21 leaf_count=358338 22 22 24 20 28 26 22 27 20 103 20 21 30 37 25 20 30 37 20 23 20 26 3259 799 57 21 internal_value=0 -2.43333 0.00157493 2.02726 9.4426 -0.963795 0.680161 -0.266338 0.881123 0.000642659 -0.541141 -1.10164 2.30618 -3.60169 0.00109693 1.85267 -0.361827 0.168491 0.000867093 -1.31897 0.646485 -1.68762 0.00110014 0.113708 -0.000174879 -0.184849 internal_weight=0 64 363033 167 48 119 93 71 44 362866 304 254 50 58 362562 45 196 140 362517 64 42 56 362453 4058 358395 41 internal_count=363097 64 363033 167 48 119 93 71 44 362866 304 254 50 58 362562 45 196 140 362517 64 42 56 362453 4058 358395 41 is_linear=0 shrinkage=0.01 Tree=882 num_leaves=24 num_cat=0 split_feature=18 11 3 12 2 5 9 5 2 16 3 1 3 9 2 0 0 5 1 7 19 3 20 split_gain=2.21827e+06 8.24088e+06 4.44045e+06 2.53475e+07 5.61429e+07 1.12748e+07 2.63529e+06 1.49311e+06 2.89009e+06 1.07504e+06 1.36333e+06 997429 3.82717e+06 5.32587e+06 3.54306e+06 1.80175e+06 815469 2.10726e+06 6.13018e+06 1.29582e+06 532767 613600 585407 threshold=2924.8625000000006 472.50000000000006 2692.2960000000003 85.539750000000012 1800.6974500000001 2763.7525000000005 135.37750000000003 7.2831999999999999 55.08700000000001 2836.7725000000005 182.95234000000002 2779.5510000000008 112.38575000000002 1279.0000000000002 1444.3300000000002 635.67100000000016 2773.7250000000004 53.202500000000008 4.7879500000000013 987.73900000000015 1711.5412500000002 55.204000000000015 2447.4425000000006 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 9 5 -5 6 7 8 -4 11 -11 16 15 14 -14 -13 20 18 -18 -19 22 -22 -1 right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17 17 19 -20 -21 21 -23 -24 leaf_value=0.0011352271486056846 1.7065989651282629 -6.984857818186283 -1.4672748231887818 -1.31037171517649 19.577458246404476 -6.77565688940195 3.6974230436845263 -2.1149102811460141 3.6798149743080137 -0.11739592050964183 3.4900478229522709 -0.2458164142710822 -2.0726171296437581 1.5683255253667419 -7.5063550572395323 3.3416078035036727 0.16870909326726741 2.6049953643135404 -5.6493776335539643 -0.87539345550537107 -0.25761115842788923 -2.145087057352066 1.473662346645638 leaf_weight=362466 24 20 24 31 22 26 22 27 20 22 20 42 30 23 20 21 55 23 27 20 61 24 27 leaf_count=362466 24 20 24 31 22 26 22 27 20 22 20 42 30 23 20 21 55 23 27 20 61 24 27 internal_value=0 -2.24406 0.0014064 1.60778 7.36005 -0.954157 0.673359 -0.263674 0.872311 0.000645005 1.60043 0.000459824 -0.85577 -2.41417 -4.24611 0.949992 0.000780877 -0.806777 -1.747 0.98621 0.00105929 -0.790546 0.00124491 internal_weight=0 44 363053 172 53 119 93 71 44 362881 42 362839 136 73 50 63 362703 125 82 43 362578 85 362493 internal_count=363097 44 363053 172 53 119 93 71 44 362881 42 362839 136 73 50 63 362703 125 82 43 362578 85 362493 is_linear=0 shrinkage=0.01 Tree=883 num_leaves=27 num_cat=2 split_feature=17 14 3 2 26 1 7 5 2 1 24 0 10 3 11 15 7 7 0 3 10 7 6 24 0 26 split_gain=3.72167e+06 1.09946e+07 6.63967e+06 2.38734e+07 1.89001e+07 5.20976e+06 4.41474e+06 3.28612e+06 1.12756e+06 863423 6.79759e+06 4.83286e+06 6.62632e+06 2.9218e+06 1.80032e+06 1.51178e+06 3.83592e+06 1.28892e+06 1.43141e+06 1.27756e+06 1.09333e+06 1.13196e+06 510719 1.83046e+06 1.50619e+06 83651.1 threshold=2732.1750000000006 2857.2975000000001 2692.2960000000003 2593.0505000000003 2022.5000000000002 1461.4925000000003 759.38475000000005 118.90150000000001 17.143500000000003 1891.4572200000002 0 988.99750000000006 686.95125000000019 1471.8415000000002 301.05075000000005 2640.1488000000004 63.062500000000007 654.14525000000003 54.605550000000008 507.85850000000005 2855.9890500000006 174.05075000000002 275.94813500000004 1 2773.7250000000004 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 1 2 2 left_child=2 8 9 5 -5 6 7 25 -2 15 11 17 -13 14 19 20 -17 18 -11 -12 22 -22 24 -24 -1 -4 right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 13 12 -14 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 leaf_value=0.00013128463866823932 -0.97260971800847484 -8.1369221604954109 0.96241626644134526 1.9972890944707962 15.580394238471985 -3.4405016918182372 4.6780983901977535 -3.2080787014961243 2.3081019368171694 -0.87411261081695557 -2.4901936359529375 7.1241756676965293 -0.18007045248280404 -4.3745090703964236 0.98066114810205285 -0.77753930273056027 5.0981096229553229 -2.3849816136133102 2.628633602142334 -0.32201741672697526 -0.24127559557939188 -2.967138408470154 0.51478524517120616 0.00046699449088630956 -1.3390853936899276 1.8559974843805487 leaf_weight=358311 22 22 20 21 20 35 25 24 20 28 77 27 23 35 31 25 20 21 20 42 39 25 875 3183 84 22 leaf_count=358311 22 22 20 21 20 35 25 24 20 28 77 27 23 35 31 25 20 21 20 42 39 25 875 3183 84 22 internal_value=0 -2.41012 0.00154804 1.99504 8.62319 -0.161736 1.09933 -0.256267 0.589634 0.00063058 -0.532082 1.28856 3.76422 -1.68193 -1.16579 0.00107725 1.83386 -0.318654 0.585365 -1.72495 0.000849741 -1.30607 0.00108051 0.112636 -0.000182599 1.43048 internal_weight=0 64 363033 167 41 126 91 66 42 362866 304 119 50 185 150 362562 45 69 48 119 362517 64 362453 4058 358395 42 internal_count=363097 64 363033 167 41 126 91 66 42 362866 304 119 50 185 150 362562 45 69 48 119 362517 64 362453 4058 358395 42 cat_boundaries=0 1 2 cat_threshold=2190 1280 is_linear=0 shrinkage=0.01 Tree=884 num_leaves=32 num_cat=2 split_feature=17 4 3 12 2 5 9 5 2 1 24 12 5 3 6 11 3 5 1 9 4 8 7 3 9 2 11 24 9 18 9 split_gain=3.64761e+06 1.12876e+07 6.50754e+06 3.56699e+07 5.68661e+07 1.11481e+07 2.55477e+06 1.44375e+06 2.84146e+06 846241 6.66232e+06 3.45326e+06 4.41179e+06 2.86365e+06 2.03428e+06 1.76449e+06 1.25214e+06 775004 755145 646999 2.95863e+06 2.97022e+06 4.28049e+06 1.41963e+06 1.1419e+06 3.79619e+06 1.29363e+06 1.09948e+06 953893 751935 687946 threshold=2732.1750000000006 1291.5535000000002 2692.2960000000003 85.539750000000012 1444.3300000000002 2763.7525000000005 135.37750000000003 7.2831999999999999 55.08700000000001 1891.4572200000002 0 977.87575000000004 42.360942999999999 1471.8415000000002 738.75250000000005 301.05075000000005 507.85850000000005 42.360942999999999 2779.5510000000008 887.33690000000013 1115.3337000000004 1329.5732400000002 815.13625000000013 689.90820000000008 636.6312200000001 1254.2925000000002 286.46707500000008 1 1532.4010000000001 2924.8625000000006 536.95000000000016 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 1 2 2 2 left_child=2 17 9 5 -5 6 7 8 -4 19 11 12 18 15 -14 16 -12 -2 -11 24 21 27 -23 -22 29 26 -26 -21 -25 30 -1 right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 13 -13 14 -15 -16 -17 -18 -19 -20 20 23 22 -24 28 25 -27 -28 -29 -30 -31 -32 leaf_value=0.0013657784497139087 -0.64173741416497665 -8.1886306225169783 -1.4671524651845298 -1.1880008880615234 20.599791538404386 -6.7488214375422544 3.6357269757444208 -2.0847608281947947 3.6364456303119659 1.2735409496141517 -2.4652917047802889 4.4538955702100482 -3.8005837990840274 -4.3307639811720167 0.51769868659973139 0.97085452625828417 -0.31879723775954477 2.0781456741690638 3.8092211002111434 0.45955084187643869 -0.60921713327750182 -0.410649695123945 4.7369965209960938 -4.5875131549437844 -0.030543158466165714 4.5485929298400878 1.1745970266080294 -0.52366862489736599 -1.768096465667089 1.771016793847084 -0.41885679054642339 leaf_weight=360928 22 22 24 25 23 26 22 27 20 23 77 28 24 35 20 31 42 20 24 144 39 35 30 24 330 22 122 450 24 24 390 leaf_count=360928 22 22 24 25 23 26 22 27 20 23 77 28 24 35 20 31 42 20 24 144 39 35 30 24 330 22 122 450 24 24 390 internal_value=0 -2.38602 0.0015327 1.97509 9.25198 -0.960123 0.658223 -0.264384 0.852665 0.000624416 -0.526761 1.27567 0.437942 -1.66511 -1.83773 -1.15414 -1.70771 0.653445 2.56836 0.00106662 -0.293128 -0.0643089 1.96519 -2.02637 0.00167319 0.492174 0.294738 -0.286392 -3.1778 0.00102977 0.000912198 internal_weight=0 64 363033 167 48 119 93 71 44 362866 304 119 91 185 44 150 119 42 47 362562 746 659 65 87 361816 474 452 594 48 361342 361318 internal_count=363097 64 363033 167 48 119 93 71 44 362866 304 119 91 185 44 150 119 42 47 362562 746 659 65 87 361816 474 452 594 48 361342 361318 cat_boundaries=0 1 2 cat_threshold=2190 276 is_linear=0 shrinkage=0.01 Tree=885 num_leaves=24 num_cat=2 split_feature=7 1 8 10 6 8 6 14 6 3 19 1 2 25 1 3 1 24 1 7 6 1 18 split_gain=7.07496e+06 7.51454e+06 3.85898e+06 1.547e+06 1.49774e+06 1.2261e+06 4.69866e+06 1.36432e+06 2.67705e+06 972244 902979 1.7157e+06 1.19711e+06 1.04955e+07 2.68844e+07 1.75358e+07 742808 4.14693e+06 617586 365104 361902 272495 40275.5 threshold=2690.3565000000003 860.12500000000011 1926.0125000000005 2855.9890500000006 1118.3050000000001 2877.4750000000008 1520.8892800000003 2857.2975000000001 456.19875000000008 542.09453100000007 1711.5412500000002 315.10000000000008 778.91025000000013 0 860.12500000000011 2692.2960000000003 1256.4300000000001 1 1097.7209 19.649875000000005 55.410442500000009 16.202500000000004 18.132000000000001 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 left_child=5 4 -3 -4 20 7 9 10 -9 19 12 21 16 14 -14 -15 18 -18 -1 -7 -2 22 -12 right_child=1 2 3 -5 -6 6 -8 8 -10 -11 11 -13 13 15 -16 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=-0.00032593081456145934 -0.050093368004108296 -6.9858141945347647 -4.3821195068359371 -0.49603823707217259 2.291004767644973 0.20477635296908292 -5.4414442118406292 -0.2720422831897078 4.4836358855366703 1.7953172189539128 -0.30459093839204537 -3.2213947027206422 -0.28785704747013663 0.32453078989203427 -12.661357206756419 6.4263236577656802 -1.261768192164302 0.66978919010444227 0.63933671326037278 -1.5455980542989878 -1.6439703062602453 0.81125113152712591 -0.86285198758045834 leaf_weight=361390 29 33 20 21 21 22 20 29 20 22 28 25 87 1214 22 49 240 193 151 26 28 20 24 leaf_count=361390 29 33 20 21 21 22 20 29 20 22 28 25 87 1214 22 49 240 193 151 26 28 20 24 internal_value=0 -2.15766 -4.44042 -2.39169 0.00804133 0.000241425 -1.1668 0.000530384 1.66905 0.0545216 0.000305431 -0.9644 0.000562972 0.295391 -2.55121 0.55685 -0.000554524 -0.414492 -5.87715e-05 -0.743343 -0.83305 -0.180722 -0.56225 internal_weight=0 152 74 41 78 363582 90 363492 49 70 363443 97 363346 1372 109 1263 361974 433 361541 48 57 72 52 internal_count=363734 152 74 41 78 363582 90 363492 49 70 363443 97 363346 1372 109 1263 361974 433 361541 48 57 72 52 cat_boundaries=0 6 7 cat_threshold=8388608 0 4096 0 4096 3 1748 is_linear=0 shrinkage=0.01 Tree=886 num_leaves=24 num_cat=2 split_feature=7 1 8 10 9 8 4 14 7 19 7 2 25 1 1 0 1 2 25 13 7 7 11 split_gain=6.93417e+06 7.365e+06 3.78218e+06 1.51621e+06 1.35317e+06 1.2017e+06 4.07073e+06 1.33717e+06 2.63401e+06 885009 1.68545e+06 1.17329e+06 1.03666e+07 6.08661e+07 2.36661e+07 1.39201e+06 6.58445e+06 537491 457109 442713 437712 403722 245974 threshold=2690.3565000000003 860.12500000000011 1926.0125000000005 2855.9890500000006 92.591000000000022 2877.4750000000008 1115.3337000000004 2857.2975000000001 63.062500000000007 1711.5412500000002 654.14525000000003 778.91025000000013 0 1891.4572200000002 2779.5510000000008 2773.7250000000004 254.73937500000002 215.24100000000001 1 308.5800000000001 183.40100000000004 19.649875000000005 11.117833500000001 decision_type=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 4 -3 -4 -2 7 17 9 -9 11 20 15 13 -13 -14 18 -17 21 -1 -6 22 -7 -11 right_child=1 2 3 -5 19 6 -8 8 -10 10 -12 12 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 leaf_value=-0.038184210662926481 1.43062460343043 -6.9159560639930504 -4.3382981948852537 -0.49107787722633001 -2.2882597260475159 0.56637354590676048 -4.3198306805746896 -0.52829849674151497 4.1174530746625821 -0.17029030712211835 -3.3191701408054519 0.46008554785009376 0.19228195314890631 17.376276164054872 -7.3677625001862985 0.51326337168293612 -5.4821409845352171 1.6233525657653809 0.0030856921965350284 -0.23256089990789239 1.0438758604526519 -1.3967131166458131 -1.567905037045479 leaf_weight=29183 36 33 20 21 20 22 28 26 23 34 23 187 1118 24 43 62 26 20 332703 22 20 20 20 leaf_count=29183 36 33 20 21 20 22 28 26 23 34 23 187 1118 24 43 62 26 20 332703 22 20 20 20 internal_value=0 -2.13608 -4.39602 -2.36777 0.00796092 0.000238848 -1.15514 0.000524917 1.65236 0.000302214 -0.954756 0.00055718 0.292437 2.27632 -0.0869706 -0.000549142 -1.25811 0.274081 -0.000243341 -1.21147 -0.219871 -0.36843 -0.687925 internal_weight=0 152 74 41 78 363582 90 363492 49 363443 97 363346 1372 211 1161 361974 88 62 361886 42 74 42 54 internal_count=363734 152 74 41 78 363582 90 363492 49 363443 97 363346 1372 211 1161 361974 88 62 361886 42 74 42 54 cat_boundaries=0 6 12 cat_threshold=2148532224 1024 256 0 0 1024 1385168962 272764932 4047544321 16388 570425353 203556864 is_linear=0 shrinkage=0.01 Tree=887 num_leaves=25 num_cat=3 split_feature=7 1 12 16 6 0 7 11 1 2 2 19 11 10 15 12 0 25 4 24 1 25 2 6 split_gain=6.79618e+06 7.21844e+06 4.77498e+06 1.57978e+06 1.47149e+06 1.18303e+06 1.07938e+07 1.84043e+07 1.16276e+07 4.11746e+06 5.71739e+06 1.37099e+06 1.85717e+06 1.29714e+06 4.99948e+06 1.85507e+06 935485 6.40164e+06 6.01752e+06 3.20859e+06 503701 2.88094e+06 610216 352396 threshold=2690.3565000000003 860.12500000000011 625.92500000000007 257.71475000000004 1118.3050000000001 2773.7250000000004 148.25225000000003 208.02000000000001 4.7879500000000013 2593.0505000000003 266.08684 2191.9772225000002 265.63100000000003 2855.9890500000006 307.61318750000004 26.254000000000001 885.78750000000014 0 228.83800000000002 1 860.12500000000011 2 621.21800000000007 55.410442500000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 9 2 2 left_child=5 4 -3 -4 23 11 8 -8 -7 10 -10 13 -13 16 15 -15 20 18 -18 -19 22 -22 -1 -2 right_child=1 2 3 -5 -6 6 7 -9 9 -11 -12 12 -14 14 -16 -17 17 19 -20 -21 21 -23 -24 -25 leaf_value=-0.00045151734450380159 -0.053201496190038222 -7.1073019543816063 -0.022773860931396484 -3.997417568206787 2.2707497932797387 0.69188316047191623 10.462834356784819 -1.3884800549243628 -7.5722903728485109 -9.3486783370971676 -0.010944930076599121 0.065559603050351148 -3.3348608329789391 1.5892728878770555 5.5622617988586418 -2.6139777188074023 4.2401275030359047 0.51087614937462056 0.15793863484088111 -0.62204418042128717 -0.85385698393635123 0.26431906816613582 0.21326352010703992 -1.6260057319913592 leaf_weight=359891 29 34 20 20 21 56 20 38 20 20 20 36 29 21 20 21 77 532 68 454 404 514 1341 28 leaf_count=359891 29 34 20 20 21 56 20 38 20 20 20 36 29 21 20 21 77 532 68 454 404 514 1341 28 internal_value=0 -2.11472 -4.35206 -2.0101 0.0078813 0.00023645 -0.824129 2.69818 -2.58528 -5.64397 -3.79162 0.000631157 -1.45155 0.000890944 1.4472 -0.512352 0.000644107 0.287795 2.17568 -0.0117807 -0.000252669 -0.234198 0.000341856 -0.825807 internal_weight=0 152 74 40 78 363582 174 58 116 60 40 363408 65 363343 62 42 363281 1131 145 986 362150 918 361232 57 internal_count=363734 152 74 40 78 363582 174 58 116 60 40 363408 65 363343 62 42 363281 1131 145 986 362150 918 361232 57 cat_boundaries=0 4 5 11 cat_threshold=512 134217728 16 1073741824 1388 9469952 134217796 4112 1073741824 0 1024 is_linear=0 shrinkage=0.01 Tree=888 num_leaves=23 num_cat=2 split_feature=7 2 12 9 8 4 14 7 13 19 7 2 25 2 3 2 7 25 10 26 7 11 split_gain=6.66093e+06 7.03192e+06 6.52069e+06 1.7315e+06 1.17314e+06 3.9828e+06 1.30867e+06 2.5738e+06 951200 851662 1.6379e+06 1.13947e+06 1.02134e+07 2.60031e+07 1.70599e+07 525838 431539 430415 653952 413523 394052 236585 threshold=2690.3565000000003 957.78375000000017 117.55085000000001 92.591000000000022 2877.4750000000008 1115.3337000000004 2857.2975000000001 63.062500000000007 250.65000000000003 1711.5412500000002 654.14525000000003 778.91025000000013 0 1800.6974500000001 2692.2960000000003 215.24100000000001 183.40100000000004 1 155.80725000000004 2022.5000000000002 19.649875000000005 11.117833500000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 left_child=4 3 -3 -2 6 15 9 -8 -5 11 16 17 13 -13 -14 20 21 18 -1 -19 -6 -11 right_child=1 2 -4 8 5 -7 7 -9 -10 10 -12 12 14 -15 -16 -17 -18 19 -20 -21 -22 -23 leaf_value=-0.035047666439304993 1.4055358293894176 -8.4611028458521922 -1.995866417518029 -2.8836024431387588 0.5603995947404341 -4.2716595172882084 -0.52094220629105203 4.071406654689623 -0.12284197293795072 -0.16923306958640325 -3.2674244631891667 -0.29483894019291318 0.31698138218268729 -12.463848427859221 6.3354046447909607 1.6069311008453369 1.042654534816742 0.013699302697677686 -0.73533086846123885 -0.0085452825586282959 -1.3790348348617554 -1.5399123294353485 leaf_weight=27559 37 26 39 24 22 28 26 23 26 34 23 87 1214 22 49 20 20 167414 134 166867 20 20 leaf_count=27559 37 26 39 24 22 28 26 23 26 34 23 87 1214 22 49 20 20 167414 134 166867 20 20 internal_value=0 -2.09357 -4.58196 -0.234431 0.000233893 -1.14133 0.000516542 1.63465 -1.44801 0.000296226 -0.936596 0.000546341 0.288188 -2.5198 0.546151 0.272366 -0.21215 -0.000543916 -0.0384223 0.00259513 -0.363141 -0.676892 internal_weight=0 152 65 87 363582 90 363492 49 50 363443 97 363346 1372 109 1263 62 74 361974 27693 334281 42 54 internal_count=363734 152 65 87 363582 90 363492 49 50 363443 97 363346 1372 109 1263 62 74 361974 27693 334281 42 54 cat_boundaries=0 6 12 cat_threshold=8388608 0 4096 0 4096 3 3531604034 272764932 4047544321 20484 570425345 203556864 is_linear=0 shrinkage=0.01 Tree=889 num_leaves=24 num_cat=1 split_feature=7 1 12 5 6 0 7 11 1 4 19 11 10 15 12 0 25 4 12 13 3 7 6 split_gain=6.52838e+06 6.98081e+06 4.65236e+06 6.37956e+06 1.46395e+06 1.16308e+06 1.05771e+07 1.80049e+07 1.14022e+07 3.21022e+06 1.3268e+06 1.80729e+06 1.2659e+06 4.87371e+06 1.80951e+06 909731 6.25697e+06 5.9118e+06 2.85533e+06 502896 3.09397e+06 770125 341953 threshold=2690.3565000000003 860.12500000000011 1922.9850000000004 1874.1882800000003 1118.3050000000001 2773.7250000000004 148.25225000000003 208.02000000000001 4.7879500000000013 117.58985000000001 2191.9772225000002 265.63100000000003 2855.9890500000006 307.61318750000004 26.254000000000001 885.78750000000014 0 228.83800000000002 1092.2600000000002 485.42915000000011 1471.8415000000002 608.55210000000022 55.410442500000009 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=5 4 3 -3 22 10 8 -8 -7 -10 12 -12 15 14 -14 19 17 -17 -18 21 -21 -1 -2 right_child=1 2 -4 -5 -6 6 7 -9 9 -11 11 -13 13 -15 -16 16 18 -19 -20 20 -22 -23 -24 leaf_value=-0.00036968901376887133 -0.055742701497571226 -2.5050149635646655 -1.0590249633789062 -9.9531306855574897 2.2717960739135741 0.68471113932984207 10.349562864303589 -1.3724656620151117 -7.8266596123480037 -3.1979166997712234 0.068635792682568239 -3.2858101648349187 1.5705747973493167 5.4926325378417973 -2.5807435848599392 4.1960369394971178 -0.14577363384280059 0.14986930701662513 2.1600262441969758 -0.12373360441761767 -3.3769540084203085 0.26969678084434617 -1.6050670693601883 leaf_weight=359916 29 23 28 23 21 56 20 38 31 29 36 29 21 20 21 77 929 68 57 1145 30 1059 28 leaf_count=359916 29 23 28 23 21 56 20 38 31 29 36 29 21 20 21 77 929 68 57 1145 30 1059 28 internal_value=0 -2.07264 -4.27284 -6.22907 0.0147346 0.000231554 -0.817153 2.66961 -2.56054 -5.58943 0.000622918 -1.42796 0.000878484 1.42966 -0.505084 0.000634638 0.283805 2.15023 -0.0123516 -0.000249708 -0.206795 0.000422611 -0.816814 internal_weight=0 152 74 46 78 363582 174 58 116 60 363408 65 363343 62 42 363281 1131 145 986 362150 1175 360975 57 internal_count=363734 152 74 46 78 363582 174 58 116 60 363408 65 363343 62 42 363281 1131 145 986 362150 1175 360975 57 cat_boundaries=0 4 cat_threshold=512 134217728 16 1073741824 is_linear=0 shrinkage=0.01 Tree=890 num_leaves=26 num_cat=0 split_feature=7 18 0 2 3 2 10 11 5 0 2 8 13 0 2 1 3 16 13 0 13 2 1 1 6 split_gain=2.21854e+06 1.17374e+07 7.46698e+06 1.11776e+07 4.89211e+06 1.69501e+07 3.79623e+06 3.66148e+06 4.45331e+06 1.73288e+06 8.19251e+06 4.34737e+06 2.34725e+06 1.56478e+06 2.14669e+06 1.92802e+06 1.26761e+06 1.23806e+06 621354 4.96232e+06 792015 504702 306553 41431.5 2746.85 threshold=2690.3565000000003 321.88825000000003 2773.7250000000004 1800.6974500000001 2692.2960000000003 2593.0505000000003 190.45082400000004 265.63100000000003 575.25150000000008 2773.7250000000004 27.046500000000005 86.167500000000004 222.14750000000001 1836.963 322.86800000000011 554.77325000000008 248.70244000000002 2836.7725000000005 1280.8870000000004 531.67662500000017 518.6631000000001 1800.6974500000001 6.454600000000001 28.142500000000002 53.913750000000007 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 6 9 7 24 8 22 13 -11 -12 -13 17 15 23 -16 18 20 -20 -1 -18 -6 -15 -2 right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 11 12 -14 14 16 -17 21 -19 19 -21 -22 -23 -24 -25 -26 leaf_value=0.0012214481882018907 -1.2534568595886231 7.7889570667432704 5.3093539646693637 -7.9059131450653082 0.16104578157951094 -9.1605282123272236 3.4230224514007568 -3.0945071875254313 4.8212640888040719 4.0154250987370812 -3.4573395156860354 3.7223382282257083 -1.0644801144372849 -0.48436469690472472 -4.0183679866790776 2.6998876735297115 -0.66202304517350541 1.8553782046669058 -0.2343925434238506 3.0445432500515954 -0.28594327276245707 -2.5395419970425692 -1.3668238321940103 -0.9688111889803851 -1.4153826847076416 leaf_weight=361680 22 23 21 20 29 26 28 30 22 57 37 20 21 51 24 22 41 36 212 59 963 22 24 27 20 leaf_count=361680 22 23 21 20 29 26 28 30 22 57 37 20 21 51 24 22 41 36 212 59 963 22 24 27 20 internal_value=0 1.2872 -0.0600082 -1.31286 0.000253712 -1.93187 0.57087 -0.141913 1.03912 0.000950456 1.13371 -0.972165 1.27055 0.000529342 -0.913993 0.0853703 -2.06269 0.00100052 0.000816576 0.479472 0.000458881 -1.31766 -0.53082 -0.652058 -1.33056 internal_weight=0 134 111 90 363403 131 70 105 75 363272 135 78 41 363137 187 100 87 362950 362914 271 362643 63 53 78 42 internal_count=363537 134 111 90 363403 131 70 105 75 363272 135 78 41 363137 187 100 87 362950 362914 271 362643 63 53 78 42 is_linear=0 shrinkage=0.01 Tree=891 num_leaves=30 num_cat=0 split_feature=7 18 0 2 4 3 2 10 1 0 2 26 5 0 2 3 1 7 20 4 11 1 13 9 3 26 18 2 6 split_gain=2.17439e+06 1.15038e+07 7.31839e+06 1.09551e+07 5.34939e+06 1.91656e+07 4.2902e+06 3.72068e+06 2.84985e+06 1.93819e+06 7.50413e+06 9.9427e+06 4.84293e+06 967920 1.22243e+06 2.1227e+06 1.77662e+06 1.76848e+06 631801 3.43e+06 861594 677744 549345 374471 373853 236228 203661 74677.8 2692.19 threshold=2690.3565000000003 321.88825000000003 2773.7250000000004 1800.6974500000001 2632.2792750000003 2692.2960000000003 1800.6974500000001 190.45082400000004 1256.4300000000001 2773.7250000000004 27.046500000000005 2022.5000000000002 325.39000000000004 1836.963 322.86800000000011 248.70244000000002 326.91650000000004 8.9509000000000025 1756.0800000000002 55.780000000000001 2995.7383125000001 29.507000000000001 1280.8870000000004 182.40500000000003 122.45000000000002 2022.5000000000002 25.806000000000004 6.4413000000000009 53.913750000000007 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=4 2 3 7 9 6 8 28 23 13 11 -11 24 18 16 -16 25 -17 20 26 22 -22 -1 27 -12 -15 -20 -6 -2 right_child=1 -3 -4 -5 5 -7 -8 -9 -10 10 12 -13 -14 14 15 17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.00057487825695217798 -1.2409222897616301 7.7110675106877862 5.2562601834251765 -7.8268543167114268 -0.61859324102401736 -10.774272035871233 -4.4145422653924848 3.388792315891811 3.555270411173503 7.3810776026108682 -2.0985772157751996 -1.3704616271456085 2.0049742022923063 -1.311370458867815 -4.1833882787953254 1.5825981770391051 2.3525067786216733 -1.8527700487957444 0.050172742264611381 4.413685483932495 -0.23491724287470181 -2.6948537480263486 0.45518682575763614 0.6615838861465454 -3.9440313293820339 -0.18095333526009008 -1.3598348007202148 -1.438410375595093 -1.4012289209365845 leaf_weight=362578 22 23 21 20 25 21 21 28 24 34 23 21 35 36 23 23 25 43 21 20 24 21 266 20 21 38 20 20 20 leaf_count=362578 22 23 21 20 25 21 21 28 24 34 23 21 35 36 23 23 25 43 21 20 24 21 266 20 21 38 20 20 20 internal_value=0 1.27433 -0.0594082 -1.29973 0.000251174 -2.02015 -0.348911 0.565162 0.610395 0.000979755 1.20343 4.03958 -0.771112 0.000536045 -0.716809 -1.56727 0.0477485 -0.655596 0.000907614 1.01854 0.000736556 -1.38289 0.000908153 -0.476944 -2.97936 -0.730886 -0.637636 -0.982956 -1.31726 internal_weight=0 134 111 90 363403 131 110 70 89 363272 134 55 79 363138 188 89 99 66 362950 61 362889 45 362844 65 44 74 41 45 42 internal_count=363537 134 111 90 363403 131 110 70 89 363272 134 55 79 363138 188 89 99 66 362950 61 362889 45 362844 65 44 74 41 45 42 is_linear=0 shrinkage=0.01 Tree=892 num_leaves=25 num_cat=0 split_feature=7 5 4 3 2 1 4 13 1 2 26 4 3 8 4 21 1 19 5 13 8 5 7 2 split_gain=2.13112e+06 1.12853e+07 5.24294e+06 1.87842e+07 4.20483e+06 2.79314e+06 2.12074e+06 1.88321e+06 994494 3.67871e+06 6.7511e+06 5.53195e+06 3.3033e+06 790538 736604 526650 1.03942e+06 645632 2.94316e+06 592789 312397 304753 221391 212202 threshold=2690.3565000000003 2763.7525000000005 2632.2792750000003 2692.2960000000003 1800.6974500000001 1256.4300000000001 536.17500000000007 286.23400000000004 2779.5510000000008 4.7879500000000013 2022.5000000000002 625.2833710000001 137.82020000000003 2877.4750000000008 451.28900000000004 1022.4144 469.42150000000009 762.32868000000008 1121.68056 485.42915000000011 81.197500000000005 164.91500000000005 19.649875000000005 141.4265 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 8 4 5 21 23 -8 13 10 -10 12 -11 15 22 17 20 19 -19 -1 -17 -4 -15 -2 right_child=1 -3 3 -5 -6 -7 7 -9 9 11 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=0.00144915298010601 1.3921982875014798 6.1423584589276992 0.069149740319699046 -10.666529424758185 -4.3703968677066625 3.5197179190317791 -4.1482849606600674 -0.097762902577718108 7.3216172899518703 0.54865243530273444 -0.30162689928825087 2.8640842502347885 -4.7724367591312955 0.37795395244251601 -2.5405969777314561 0.066407852346358237 -2.7498766779899597 0.13650660048654448 3.4951966196915198 -0.21608950802705171 -1.3442398395538331 -1.3382934646606446 -1.0757562494277955 0.086806905746459967 leaf_weight=361422 33 35 40 21 21 24 22 24 21 20 26 31 28 22 23 73 20 260 29 1257 20 25 20 20 leaf_count=361422 33 35 40 21 21 24 22 24 21 20 26 31 28 22 23 73 20 260 29 1257 20 25 20 20 internal_value=0 1.26159 0.000248663 -1.99995 -0.345422 0.604291 -0.463938 -2.03497 0.000969957 0.889231 3.1045 -0.428716 -2.55532 0.000661759 -1.10206 0.000859172 -0.681722 0.00107167 0.473538 0.000695191 -0.236957 -0.472175 -0.314289 0.899598 internal_weight=0 134 363403 131 110 89 99 46 363272 126 47 79 48 363146 65 363081 113 362968 289 362679 93 65 42 53 internal_count=363537 134 363403 131 110 89 99 46 363272 126 47 79 48 363146 65 363081 113 362968 289 362679 93 65 42 53 is_linear=0 shrinkage=0.01 Tree=893 num_leaves=23 num_cat=1 split_feature=7 18 8 15 5 4 3 2 6 3 21 20 5 8 11 8 5 25 14 5 16 21 split_gain=2.08871e+06 1.12235e+07 5.28903e+06 9.06293e+06 7.62661e+06 5.1386e+06 1.84104e+07 4.12115e+06 1.47713e+06 2.23502e+06 585455 1.28103e+06 3.50078e+06 1.02647e+06 726263 660760 826066 568700 276291 254190 89842.8 34.6968 threshold=2690.3565000000003 321.88825000000003 122.40800000000002 952.35500000000013 1874.1882800000003 2632.2792750000003 2692.2960000000003 1800.6974500000001 335.64456000000007 117.32300000000002 1022.4144 1756.0800000000002 40.750500000000002 60.344000000000008 2995.7383125000001 2877.4750000000008 164.91500000000005 0 119.46000000000002 483.99125000000009 6.3894105000000012 1658.7750000000003 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=5 2 -2 4 -4 10 7 8 9 -7 11 14 -13 20 15 17 -17 -1 -16 -15 21 -12 right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 13 12 -14 19 18 16 -18 -19 -20 -21 -22 -23 leaf_value=0.041121677782110649 2.9570733963815794 7.6068127524334459 -0.73479603052139286 4.0924897079467772 -8.4904612223307296 -0.2975820941632164 -10.559864189511254 -4.3266928307215373 -1.0402874350898406 3.7401430320739748 -0.22161012302184926 -0.51846663513491231 4.8477954828739165 -1.2162141938643023 -0.58214723134482349 -0.077220713479178291 -2.4859817949930827 -0.0026354827351043474 -2.1328735213279724 -2.7738918824195862 0.56857564143836503 -0.2057012151181698 leaf_weight=32626 38 23 32 20 21 29 21 21 34 26 29 31 20 22 27 35 24 330372 20 20 20 26 leaf_count=32626 38 23 32 20 21 29 21 21 34 26 29 31 20 22 27 35 24 330372 20 20 20 26 internal_value=0 1.24897 -0.0684196 -1.64333 -3.8078 0.000246176 -1.97995 -0.341968 0.598248 1.61116 0.000960258 0.00118812 1.58595 -0.706307 0.000965534 0.00112645 -1.05706 0.00129844 -1.24203 -1.95797 -0.00537883 -0.21409 internal_weight=0 134 111 73 53 363403 131 110 89 55 363272 363155 51 117 363104 363057 59 362998 47 42 75 55 internal_count=363537 134 111 73 53 363403 131 110 89 55 363272 363155 51 117 363104 363057 59 362998 47 42 75 55 cat_boundaries=0 6 cat_threshold=3230662660 52 2147483716 4539136 7809 814764041 is_linear=0 shrinkage=0.01 Tree=894 num_leaves=28 num_cat=0 split_feature=7 18 0 2 4 3 2 1 0 2 26 4 6 8 0 2 4 11 1 16 13 0 13 9 26 3 3 split_gain=2.04714e+06 1.10002e+07 7.19502e+06 1.06989e+07 5.03634e+06 1.8044e+07 4.03914e+06 2.74043e+06 1.89886e+06 7.33602e+06 9.72876e+06 4.28374e+06 1.20772e+06 996897 944225 1.19171e+06 2.10115e+06 1.84412e+06 1.74021e+06 984575 664544 6.15403e+06 978467 365604 231516 125114 58374.8 threshold=2690.3565000000003 321.88825000000003 2773.7250000000004 1800.6974500000001 2632.2792750000003 2692.2960000000003 1800.6974500000001 1256.4300000000001 2773.7250000000004 27.046500000000005 2022.5000000000002 117.58985000000001 1118.3050000000001 483.75000000000006 1836.963 322.86800000000011 1115.3337000000004 380.94000000000005 326.91650000000004 2836.7725000000005 1280.8870000000004 531.67662500000017 518.6631000000001 44.989491500000007 2022.5000000000002 15.5815 11.946000000000003 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 12 8 6 7 23 14 10 -10 -11 25 -13 19 18 17 -17 24 20 22 -22 -1 26 -16 -2 -6 right_child=1 -3 -4 -5 5 -7 -8 -9 9 11 -12 13 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=0.0011955193639195886 -0.88136142425537123 7.5307446084851799 5.2029371243431459 -7.7478933067321787 -0.65046177714385767 -10.454265456426711 -4.2834259629249578 3.4800523583094281 7.3006910301657291 -3.737180539449056 -1.3561815204506829 2.7784467635154728 2.3638713518778482 -0.12363229554274988 -1.2983907442622715 -3.8670915848169574 0.91069942760467526 -0.38787234497070316 2.3279087133407592 1.6780190113612585 -0.27565384011402311 3.4479270111662998 -0.31782061465857436 0.57451388965953476 -0.17930465290420933 0.165651243300665 -1.3875608389718193 leaf_weight=361681 25 23 21 20 22 21 21 24 34 30 21 20 24 29 36 39 25 25 25 35 214 56 964 22 38 21 21 leaf_count=361681 25 23 21 20 22 21 21 24 34 30 21 20 24 29 36 39 25 25 25 35 214 56 964 22 38 21 21 internal_value=0 1.23648 -0.0677354 -1.29756 0.000243725 -1.96015 -0.338548 0.592265 0.000950666 1.19113 3.99534 -0.761162 0.545394 1.06089 0.000511482 -0.707999 -1.54771 -2.50802 0.0468896 0.000878474 0.000716729 0.496644 0.000347496 -0.473994 -0.723725 -0.403377 -1.01044 internal_weight=0 134 111 90 363403 131 110 89 363272 134 55 79 70 49 363138 188 89 64 99 362950 362915 270 362645 65 74 46 43 internal_count=363537 134 111 90 363403 131 110 89 363272 134 55 79 70 49 363138 188 89 64 99 362950 362915 270 362645 65 74 46 43 is_linear=0 shrinkage=0.01 Tree=895 num_leaves=32 num_cat=3 split_feature=5 2 9 10 2 24 3 3 3 1 2 6 1 0 3 0 1 4 18 24 4 26 10 5 8 24 5 6 26 0 26 split_gain=1.11812e+07 1.52214e+07 4.19011e+06 2.0093e+06 967164 8.26663e+06 2.1693e+07 1.11427e+07 3.21863e+06 2.73851e+06 3.85796e+06 2.60511e+06 2.44144e+06 4.78483e+06 2.95489e+06 2.16301e+06 3.88389e+06 1.03022e+07 1.68991e+06 1.06215e+06 930950 885686 611970 1.76456e+06 4.43396e+06 2.0641e+06 889942 1.28173e+06 452332 280938 657.686 threshold=2763.7525000000005 2593.0505000000003 536.95000000000016 1274.5290000000002 1254.2925000000002 0 1471.8415000000002 2692.2960000000003 1278.9218000000003 494.77402000000006 1800.6974500000001 174.26414450000004 2779.5510000000008 1501.0951200000002 191.28750000000002 2773.7250000000004 4.7879500000000013 117.58985000000001 692.93500000000006 1 1291.5535000000002 2022.5000000000002 102.49080000000001 1530.4632000000001 306.80800000000005 2 1874.1882800000003 642.48675000000014 2022.5000000000002 117.18350000000002 2022.5000000000002 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 2 1 2 2 2 2 2 left_child=4 2 21 -4 12 6 9 8 18 10 -6 -10 15 14 29 22 30 -18 19 -7 -13 -2 26 25 -25 -24 28 -28 -1 -14 -17 right_child=1 -3 3 -5 5 7 -8 -9 11 -11 -12 20 13 -15 -16 16 17 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 -32 leaf_value=0.0091463548526510632 2.4359157197371775 -8.2210719143716915 -5.3023410875147041 -1.0751348277796868 -0.86803936932538006 0.33845080505143726 10.541694551507632 -6.3026055683030018 -5.2004179680865743 -2.1005495642393064 4.0518561901365011 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551 515 104 65 85 362466 88 68 362378 105 49 430 403 62 60 362273 7663 70 7593 354610 73 354537 48 56 internal_count=363288 143 105 45 363145 679 128 551 515 104 65 85 362466 88 68 362378 105 49 430 403 62 60 362273 7663 70 7593 354610 73 354537 48 56 cat_boundaries=0 1 2 3 cat_threshold=1089 26 16 is_linear=0 shrinkage=0.01 Tree=896 num_leaves=28 num_cat=1 split_feature=5 4 1 11 7 9 6 4 13 5 3 9 4 10 3 1 24 3 11 1 15 13 15 16 3 9 26 split_gain=1.09587e+07 1.27391e+07 3.96933e+06 2.34375e+06 1.56571e+06 915889 1.84675e+06 1.64418e+06 1.75235e+07 2.33125e+06 2.13639e+06 7.93686e+06 4.34991e+06 1.53846e+06 945797 874408 7.74432e+06 3.03282e+06 2.37077e+06 531100 1.26278e+06 613690 373579 613479 446756 716267 27590.2 threshold=2763.7525000000005 2632.2792750000003 1891.4572200000002 323.67825000000005 144.97000000000006 1889.5600000000002 1520.8892800000003 2632.2792750000003 10.503750000000002 575.25150000000008 2692.2960000000003 135.37750000000003 31.097000000000005 983.00100000000009 387.47150000000005 1891.4572200000002 0 745.12500000000011 203.53045 1256.4300000000001 1069.0300000000002 1532.2495000000001 857.77150000000006 272.43498000000005 689.90820000000008 2724.2674800000009 2022.5000000000002 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 left_child=5 2 3 4 -2 7 22 10 9 14 15 12 -12 -8 26 19 18 -18 -17 21 -21 -1 23 24 25 -7 -9 right_child=1 -3 -4 -5 -6 6 13 8 -10 -11 11 -13 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.00033266128298205694 -0.1287754521369934 -7.8217043497111343 -5.0191558408737187 -2.5810473456749548 3.2980104570388797 -0.27030398747613354 -0.1548563879186457 -0.65567372003327251 9.4536904181185228 1.7075740827363115 -5.412569645464421 3.2083029923072228 -0.32587390636575636 -3.5486602749544036 -3.5114141159057617 -2.5609479703174696 1.2667675164767673 4.5343003737926484 0.78499192619323743 -0.55153948346053017 2.0392582244873045 -0.60307590974153147 1.0196004310607909 -1.8383081930333918 -1.2513479937677798 1.7071035605210525 -1.1510196433013136 leaf_weight=361975 40 37 20 26 20 62 22 23 21 29 40 26 29 34 20 72 98 40 30 317 20 169 25 22 23 26 22 leaf_count=361975 40 37 20 26 20 62 22 23 21 29 40 26 29 34 20 72 98 40 30 317 20 169 25 22 23 26 22 internal_value=0 -2.76982 -1.00643 -0.073233 1.01349 -0.000983083 -0.654996 -0.000597448 1.19492 -0.650123 -0.000976385 -1.50039 -3.27468 -2.21538 -1.70202 -0.000583675 0.60282 2.06429 -1.43606 -0.00098319 -0.397783 -0.000613941 -0.101949 -0.312766 -0.0104068 0.31393 -0.897843 internal_weight=0 143 106 86 60 363145 214 362931 115 94 362816 95 69 56 65 362721 240 138 102 362481 337 362144 158 133 111 88 45 internal_count=363288 143 106 86 60 363145 214 362931 115 94 362816 95 69 56 65 362721 240 138 102 362481 337 362144 158 133 111 88 45 cat_boundaries=0 1 cat_threshold=1107 is_linear=0 shrinkage=0.01 Tree=897 num_leaves=34 num_cat=1 split_feature=6 4 13 8 0 6 3 9 14 2 25 9 0 18 3 0 0 2 26 3 7 4 2 7 0 2 6 2 10 6 4 26 26 split_gain=6.75617e+06 1.95106e+07 2.20412e+06 6.50428e+06 2.03244e+06 1.20693e+07 1.97156e+07 1.81909e+07 1.65786e+06 1.02575e+06 1.8849e+06 2.02096e+06 4.04284e+06 3.14106e+06 1.47491e+06 1.75133e+06 1.30489e+06 888841 1.77094e+06 809997 5.10811e+06 3.40639e+06 1.93931e+06 1.20195e+06 628425 1.67003e+06 586979 550802 2.17866e+06 592198 283200 152077 38226.5 threshold=2871.8940000000007 2632.2792750000003 26.251840000000005 360.19070000000005 2773.7250000000004 275.94813500000004 1107.1660000000004 447.75250000000011 901.40207500000008 1254.2925000000002 0 1279.0000000000002 1836.963 633.48915000000011 1471.8415000000002 688.40820000000008 803.13700000000006 11.926500000000003 2022.5000000000002 1854.9329420000001 654.14525000000003 1115.3337000000004 669.1825 209.55600000000004 1836.963 103.44915000000002 397.63150000000007 1092.7150000000004 573.35100000000011 1295.575 417.12564900000007 2022.5000000000002 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 2 2 2 2 2 2 2 left_child=4 2 3 -2 9 6 17 -7 -4 19 16 12 13 -12 15 -13 30 18 -6 24 22 -22 23 -21 27 31 -27 29 -29 -1 32 -26 -11 right_child=1 -3 8 -5 5 7 -8 -9 -10 10 11 14 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 28 -30 -31 -32 -33 -34 leaf_value=-3.327011662921985e-05 -1.2337039658001492 -8.6641031484603879 -3.6597843407449266 5.9150750503540044 1.5217367597307478 10.377913900375365 -10.65041594324112 -2.7993451391566886 0.36313868331909177 -1.1388708485166232 -0.35624886838854225 -2.9887082443237309 3.6384804509480797 3.4405274615080459 -3.8830778330022642 0.91553135483353232 -4.0318175570964812 -1.8234566196642426 -2.2084797878563402 -0.38622343002545712 6.0011212532043459 0.83129955438467185 2.1653087084109965 -3.0201677676609586 0.83550119596369132 -2.7671176728521072 -0.71062488058339002 1.0167331029606514 -2.2930286996260931 -0.44304101700518306 -2.1790194020952498 -0.11745372909488101 -0.62364116297827832 leaf_weight=361566 35 35 21 20 35 20 25 22 20 24 414 20 30 23 22 27 20 38 20 99 25 26 26 21 34 35 23 147 23 302 21 33 36 leaf_count=361566 35 35 21 20 35 20 25 22 20 24 414 20 30 23 22 27 20 38 20 99 25 26 26 21 34 35 23 147 23 302 21 33 36 internal_value=0 -2.27263 0.0575955 1.36585 -0.00123319 -1.12805 -2.76661 3.47554 -1.69738 -0.000736515 -0.401668 -0.14594 0.0873651 -0.156419 -1.74612 -0.745847 -1.5872 -0.647314 0.165294 -3.17084e-05 0.641016 3.36553 -0.310696 -0.847164 -0.000380409 -0.709299 -1.95161 -0.000135642 0.568942 -0.000402986 -1.17955 0.366135 -0.829733 internal_weight=0 131 96 55 363157 160 118 42 41 362997 637 536 467 437 69 47 101 93 55 362360 197 51 146 120 362163 125 58 362038 170 361868 81 67 60 internal_count=363288 131 96 55 363157 160 118 42 41 362997 637 536 467 437 69 47 101 93 55 362360 197 51 146 120 362163 125 58 362038 170 361868 81 67 60 cat_boundaries=0 6 cat_threshold=134217728 262148 4160 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=898 num_leaves=30 num_cat=0 split_feature=6 4 13 8 0 6 3 9 1 1 14 9 20 3 13 3 13 6 3 14 8 13 9 15 8 6 15 6 26 split_gain=6.62172e+06 1.91223e+07 2.16026e+06 6.37484e+06 1.99199e+06 1.18291e+07 1.93233e+07 1.78289e+07 2.72177e+06 3.95142e+06 1.62487e+06 499423 1.43777e+06 842270 1.06951e+06 625966 660730 597611 3.32071e+06 1.24127e+06 1.39413e+06 566109 703917 566500 516030 653308 540413 467424 109705 threshold=2871.8940000000007 2632.2792750000003 26.251840000000005 360.19070000000005 2773.7250000000004 275.94813500000004 1107.1660000000004 447.75250000000011 1256.4300000000001 3.3275000000000006 901.40207500000008 1889.5600000000002 727.04400000000021 602.3524450000001 972.56475000000012 255.01000000000002 518.6631000000001 1913.0125000000005 1471.8415000000002 239.61300000000003 652.05450000000008 1532.2495000000001 887.33690000000013 1069.0300000000002 2877.4750000000008 57.604750000000003 247.20250000000001 738.75250000000005 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 left_child=4 2 3 -2 11 6 8 -7 9 28 -4 17 13 15 27 16 -13 21 19 20 -19 24 23 -23 26 -26 -1 -15 -6 right_child=1 -3 10 -5 5 7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 leaf_value=-0.0012186055100969996 -1.2213669246946064 -8.5774620315347399 -3.623186460222517 5.8559242966175082 0.2722475662231445 10.274134246826172 -10.543911722946168 -2.7713516044616702 2.4324388746781782 -5.3603164459466939 0.35950734710693361 0.31098278989662992 -3.0412241539955143 -1.064776668071747 0.56048213129458224 1.5785052362935883 -1.7375605640411376 -0.31929605505296166 4.3174700092134017 -2.1537223625183106 2.6049050521850585 -0.55789798045562489 -1.8334926141670773 1.0242842364311218 -0.097137533618557828 -2.4153235578536987 0.15609567983602468 -3.2267763900756838 -0.67013877278282541 leaf_weight=360241 35 35 21 20 30 20 25 22 22 20 20 74 20 20 23 28 20 56 21 22 23 118 35 28 31 20 2197 20 21 leaf_count=360241 35 35 21 20 30 20 25 22 22 20 20 74 20 20 23 28 20 56 21 22 23 118 35 28 31 20 2197 20 21 internal_value=0 -2.2499 0.0570195 1.35219 -0.00122085 -1.11677 -2.73895 3.44078 -0.64084 -1.59312 -1.68041 -0.000729149 -0.49417 -0.218812 -1.15778 0.266063 -0.124877 -0.000450325 0.699321 -0.0529669 0.532054 -0.000685724 -0.559802 -0.254466 -0.000406543 -1.00623 -0.000265009 -2.14578 -0.115794 internal_weight=0 131 96 55 363157 160 118 42 93 71 41 362997 205 185 63 122 94 362792 122 101 79 362670 181 146 362489 51 362438 40 51 internal_count=363288 131 96 55 363157 160 118 42 93 71 41 362997 205 185 63 122 94 362792 122 101 79 362670 181 146 362489 51 362438 40 51 is_linear=0 shrinkage=0.01 Tree=899 num_leaves=37 num_cat=3 split_feature=5 2 8 13 2 25 4 1 24 13 0 2 3 0 1 0 3 0 0 1 4 11 1 8 8 4 10 25 13 5 5 6 1 8 0 26 split_gain=1.0496e+07 1.43196e+07 3.08362e+06 934615 909522 8.31822e+06 2.23787e+07 1.44163e+07 4.11116e+06 3.10592e+06 3.82484e+06 2.66287e+06 2.54948e+06 2.5676e+06 2.38387e+06 4.67425e+06 2.88912e+06 2.21498e+06 2.09538e+06 3.78078e+06 9.9804e+06 2.01744e+06 1.86264e+06 1.59004e+06 1.03341e+06 808008 601028 6.54434e+06 3.6123e+07 1.92594e+06 869967 1.25748e+06 456475 335242 279414 1018.64 threshold=2763.7525000000005 2593.0505000000003 1128.2175000000002 11.088500000000002 1254.2925000000002 0 1876.5445000000002 2779.5510000000008 1 485.42915000000011 374.55537400000009 1800.6974500000001 870.71080000000018 1501.0951200000002 2779.5510000000008 1501.0951200000002 191.28750000000002 428.79030000000006 2773.7250000000004 4.7879500000000013 117.58985000000001 131.43100000000001 733.23400000000015 607.31900000000007 903.726 53.21200000000001 102.49080000000001 2 47.39500000000001 1530.4632000000001 1874.1882800000003 642.48675000000014 786.48464000000001 156.92802250000003 117.18350000000002 2022.5000000000002 decision_type=2 2 2 2 2 9 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 2 2 2 2 2 left_child=4 2 3 25 14 6 8 12 11 10 -10 21 13 23 18 16 34 -13 26 35 -21 -6 33 -7 -24 -2 30 28 -28 -29 32 -32 -1 -14 -16 -20 right_child=1 -3 -4 -5 5 7 -8 -9 9 -11 -12 17 22 -15 15 -17 -18 -19 19 20 -22 -23 24 -25 -26 -27 27 29 -30 -31 31 -33 -34 -35 -36 -37 leaf_value=-0.002437347049487849 2.5096775558471682 -7.9708737192655859 -3.0363483732174603 -1.2943925924301147 -1.4880977461073133 -0.84713531768998718 9.2057827094395961 -8.0351261230994915 0.45135654802675607 -1.734861046717717 4.5611418818816167 -0.92629432224092034 -1.3755308578411738 2.7530565041762136 -0.26212796776383013 5.8950861110687258 3.5887864494323729 -5.3316826904296875 0.39883175134658816 -8.6529811168852309 0.46677736759185789 2.4731151609420778 -4.106697367691412 1.4136408609814115 -1.334048381358385 -0.15109088443574453 -0.010484971880912781 0.031627912614262385 13.769773324883502 1.7100271998972134 -0.203537748336792 -3.0288276108451511 0.24635625748354464 0.31397035515826682 -1.800116711571103 0.31264822045962015 leaf_weight=353798 25 38 39 20 36 229 30 29 54 26 39 21 24 26 27 20 20 25 32 21 28 20 41 36 20 21 110 7461 23 69 50 23 739 23 21 24 leaf_count=353798 25 38 39 20 36 229 30 29 54 26 39 21 24 26 27 20 20 25 32 21 28 20 41 36 20 21 110 7461 23 69 50 23 739 23 21 24 internal_value=0 -2.7107 -0.807013 0.510321 -0.000944771 -0.366595 1.05928 -1.19952 0.00134813 1.21823 2.17481 -1.40048 -0.732758 -0.245785 -0.000259807 1.64543 0.395527 -3.32053 -0.000659446 -1.41311 -3.44169 -0.0733789 -2.04488 -0.540011 -3.19763 1.29498 -0.000250066 0.0873704 2.20665 0.0469453 -0.00214351 -1.0937 -0.00191876 -0.548754 -0.934998 0.361896 internal_weight=0 143 105 66 363145 679 251 428 221 119 93 102 399 291 362466 88 68 46 362378 105 49 56 108 265 61 46 362273 7663 133 7530 354610 73 354537 47 48 56 internal_count=363288 143 105 66 363145 679 251 428 221 119 93 102 399 291 362466 88 68 46 362378 105 49 56 108 265 61 46 362273 7663 133 7530 354610 73 354537 47 48 56 cat_boundaries=0 6 7 9 cat_threshold=2147516928 134217728 256 0 0 1024 2852 8388608 262144 is_linear=0 shrinkage=0.01 Tree=900 num_leaves=25 num_cat=2 split_feature=10 1 1 5 3 3 7 18 14 10 6 1 21 15 12 1 21 4 26 25 25 5 12 26 split_gain=5.1249e+06 1.35031e+07 3.88659e+06 1.36741e+07 2.33787e+07 4.95706e+06 2.88777e+06 1.31619e+07 2.60396e+06 2.07771e+06 1.53423e+06 1.03072e+06 552841 1.21186e+06 888486 902480 529980 803839 517495 2.33674e+06 1.27129e+06 511588 109633 90628 threshold=2855.9890500000006 2779.5510000000008 2779.5510000000008 26.141250000000007 271.92750000000007 2692.2960000000003 2690.3565000000003 192.95750000000001 1151.8115000000003 26.251000000000001 889.19240000000013 153.42400000000001 734.08380000000011 663.47250000000008 729.25800000000015 423.81250000000006 522.00500000000011 66.811710000000019 2022.5000000000002 0 1 65.850750000000019 16.667500000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 left_child=2 8 6 4 23 10 12 9 11 21 -5 -2 16 14 15 -14 18 22 19 -1 -20 -8 -18 -4 right_child=1 -3 3 5 -6 -7 7 -9 -10 -11 -12 -13 13 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 leaf_value=0.090277720595754105 -0.20946026293436684 -9.3834419032505583 1.5974786064841531 -1.2347484246641398 13.964288259506224 -5.0991974556964381 -0.53014730437596636 8.9537000503540032 2.4577618341860563 2.129150160275973 1.8618479418754579 -2.8533089019512308 -0.13198687101330409 -2.1544592273396415 1.7169813589616254 -2.4126258902549744 0.35804131128350086 1.8961576915431666 -0.159397699430462 -0.0035623385678511801 -0.0060373318457458318 -2.5949062652587891 -0.46691087409853937 0.74438389825820916 leaf_weight=32269 30 21 33 32 20 23 30 20 23 26 32 29 131 37 22 20 49 37 5567 149146 175652 20 24 20 leaf_count=32269 30 21 33 32 20 23 30 20 23 26 32 29 131 37 22 20 49 37 5567 149146 175652 20 24 20 internal_value=0 -2.22867 0.00225367 1.56047 4.75192 -1.11741 0.00156695 1.73572 -0.396357 -0.163745 0.31355 -1.50898 0.00110827 -0.51183 -0.160516 -0.434058 0.00140522 0.695418 0.0011947 0.0131341 -0.0107577 -1.35605 0.0868242 1.27556 internal_weight=0 103 363210 160 73 87 363050 96 82 76 64 59 362954 210 173 151 362744 110 362634 181415 181219 50 73 53 internal_count=363313 103 363210 160 73 87 363050 96 82 76 64 59 362954 210 173 151 362744 110 362634 181415 181219 50 73 53 cat_boundaries=0 6 12 cat_threshold=2148581376 68 2215645521 1140999200 4214288 8913930 1074790400 4 1 1073758512 2064 2 is_linear=0 shrinkage=0.01 Tree=901 num_leaves=28 num_cat=1 split_feature=10 1 2 18 9 7 4 4 14 9 0 2 2 10 4 1 2 9 1 1 21 1 17 10 25 2 6 split_gain=5.02292e+06 1.32344e+07 5.20479e+06 1.79965e+07 2.49426e+07 5.16328e+07 1.16629e+07 2.86002e+06 2.55214e+06 1.04113e+06 818206 3.55949e+06 3.91335e+06 3.41128e+06 862649 3.72518e+06 4.0776e+06 2.77021e+06 1.35248e+06 852430 467024 943127 681138 579190 6.43014e+06 1.18926e+06 270174 threshold=2855.9890500000006 2779.5510000000008 2593.0505000000003 274.56205000000006 131.25510000000006 46.839000000000006 1291.5535000000002 11.902000000000003 1151.8115000000003 981.55950000000007 2773.7250000000004 11.926500000000003 1092.7150000000004 67.593000000000004 1876.5445000000002 629.11000000000013 669.1825 787.73500000000001 367.53225000000003 175.09550000000004 734.08380000000011 86.873535000000018 486.47000000000008 130.17000000000002 0 1800.6974500000001 117.13140000000003 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 left_child=2 8 10 4 5 6 7 -4 9 -2 14 -12 13 -13 20 18 -17 -18 19 -16 23 26 -23 25 -25 -1 -22 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 11 12 -14 -15 15 16 17 -19 -20 -21 21 22 -24 24 -26 -27 -28 leaf_value=0.00020509329991629587 -0.43209717485639787 -9.2896074858165925 2.8811605435229364 10.66369704914093 -6.6876066727108423 16.618321921608665 -7.1983343849182129 -1.3617043781280518 2.4331842314678691 -3.1558247568296349 1.0659744897939392 -6.536023572635651 0.6022247161865234 -1.0689081646147229 -0.21285166857439441 5.7545964458465573 -1.4357431053341583 3.3857218378240415 -2.3886225105285646 1.9450938367843629 -0.16564446404374933 -0.5276459567546844 -2.4850426435470583 2.3993414265969224 0.052148830755702064 -1.1247423522015836 1.0969986128807068 leaf_weight=356112 36 21 47 20 36 22 20 24 23 23 59 25 30 21 109 25 26 22 25 22 111 40 32 109 6159 94 20 leaf_count=356112 36 21 47 20 36 22 20 24 23 23 59 25 30 21 109 25 26 22 25 22 111 40 32 109 6159 94 20 internal_value=0 -2.20639 0.00223111 1.75675 0.561183 2.87053 -0.45311 1.44695 -0.392393 -1.49389 0.00141437 -0.776951 -2.20764 -4.04017 0.00170392 0.615271 2.47975 0.774095 -0.257207 0.149551 0.0013165 -0.478196 -1.3976 0.00158505 0.0968774 -9.17716e-05 0.0271255 internal_weight=0 103 363210 169 149 113 91 71 82 59 363041 135 76 46 362906 229 73 48 156 131 362677 203 72 362474 6268 356206 131 internal_count=363313 103 363210 169 149 113 91 71 82 59 363041 135 76 46 362906 229 73 48 156 131 362677 203 72 362474 6268 356206 131 cat_boundaries=0 2 cat_threshold=8388608 134217728 is_linear=0 shrinkage=0.01 Tree=902 num_leaves=25 num_cat=1 split_feature=17 4 3 12 4 9 7 4 0 3 5 11 4 5 12 5 5 7 12 26 26 3 25 4 split_gain=5.00316e+06 1.37234e+07 3.20331e+06 1.88099e+07 3.03789e+07 2.59419e+07 1.09546e+07 3.42689e+06 891630 3.55325e+06 5.90886e+06 1.22374e+06 968708 3.87093e+06 1.87524e+06 2.04519e+06 897332 1.36683e+06 829739 792485 467276 2.09368e+06 1.09287e+06 87580.6 threshold=2732.1750000000006 1291.5535000000002 2692.2960000000003 41.70600000000001 1876.5445000000002 149.28375000000003 274.78110000000004 284.42020000000008 2773.7250000000004 7.9742500000000005 60.002000000000002 704.79726050000011 1876.5445000000002 1874.1882800000003 1092.2600000000002 483.99125000000009 2763.7525000000005 244.53950000000003 209.76795000000001 2022.5000000000002 2022.5000000000002 407.24088000000006 0 195.67150000000001 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 left_child=2 18 8 5 -5 6 7 -4 12 19 -11 -12 16 14 15 -14 20 23 -2 -10 21 -1 -22 -18 right_child=1 -3 3 4 -6 -7 -8 -9 9 10 11 -13 13 -15 -16 -17 17 -19 -20 -21 22 -23 -24 -25 leaf_value=0.010216348719871371 1.7866083590984345 -9.6669321625232687 1.6934344858593411 -0.83041725463867178 15.281737809614702 -9.7917056215286262 8.2879115543365476 -3.184871012767156 1.5982534806993272 -6.9765479230880736 0.78592858873564619 -2.3417282936789774 -0.31062388163188409 3.9359873999318769 -2.5462920736229937 1.9051239889585054 0.5153156169255575 -2.5040117263793946 -0.92263552042154162 -0.62233662414550783 -0.14082029219801054 0.43335358916852268 -0.0051409410800654001 -0.35819060585715556 leaf_weight=180144 20 20 36 25 22 25 20 24 45 20 29 22 116 31 23 65 24 36 26 25 6135 1177 175181 22 leaf_count=180144 20 20 36 25 22 25 20 24 45 20 29 22 116 31 23 65 24 36 26 25 6135 1177 175181 22 internal_value=0 -2.75144 0.0020898 1.45349 6.71144 -0.900073 1.87856 -0.257888 0.00148221 -0.793575 -2.36982 -0.563257 0.00179108 0.643624 0.143314 0.485087 0.00137524 -1.0446 0.255297 0.805186 0.00161176 0.012963 -0.00973983 0.0975518 internal_weight=0 66 363247 152 47 105 80 60 363095 141 71 51 362954 235 204 181 362719 82 46 70 362637 181321 181316 46 internal_count=363313 66 363247 152 47 105 80 60 363095 141 71 51 362954 235 204 181 362719 82 46 70 362637 181321 181316 46 cat_boundaries=0 6 cat_threshold=1074790400 4 1 1073759024 2576 2 is_linear=0 shrinkage=0.01 Tree=903 num_leaves=28 num_cat=0 split_feature=10 1 2 18 9 7 4 4 14 9 0 2 2 10 26 4 1 2 9 1 1 19 18 3 3 8 1 split_gain=4.90507e+06 1.30247e+07 5.11305e+06 1.76251e+07 2.43508e+07 5.03723e+07 1.1406e+07 2.78607e+06 2.51565e+06 1.01337e+06 797930 3.47548e+06 3.80577e+06 3.33725e+06 2.66728e+06 823174 3.63935e+06 4.02737e+06 2.70951e+06 1.33293e+06 829653 521633 738495 947305 582780 3.93757e+06 456507 threshold=2855.9890500000006 2779.5510000000008 2593.0505000000003 274.56205000000006 131.25510000000006 46.839000000000006 1291.5535000000002 11.902000000000003 1151.8115000000003 981.55950000000007 2773.7250000000004 11.926500000000003 1092.7150000000004 67.593000000000004 2022.5000000000002 1876.5445000000002 629.11000000000013 669.1825 787.73500000000001 367.53225000000003 175.09550000000004 1711.5412500000002 118.21110000000003 55.204000000000015 2692.2960000000003 45.765000000000008 7.1667080000000007 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 8 10 4 5 6 7 -4 9 -2 15 14 13 -13 -12 21 19 -18 -19 20 -17 24 -23 -24 26 -26 -1 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 11 12 -14 -15 -16 16 17 18 -20 -21 -22 22 23 -25 25 -27 -28 leaf_value=-0.002708620700814558 -0.42685064911842346 -9.207248636881511 2.8515431446724753 10.555737071990967 -6.604269709587097 16.418754327080467 -7.1135342025756838 -1.3361106904347739 2.4245087267004926 -3.1140171320542045 2.8144487675258092 -6.4567712085723876 0.58999112701416023 -1.0493064153762091 -1.5138848189512888 -0.2150557321802192 5.69852525177002 -1.436701767926033 3.3316479960354894 -2.37729729385376 1.9138641069152138 0.40261289653532645 -0.45829368223462785 -3.1448461605253675 2.606632997482381 -2.3053996673583983 0.032709699091205247 leaf_weight=321479 36 21 47 20 36 22 20 24 23 23 35 25 30 21 24 109 25 26 22 25 22 34 35 21 47 25 41036 leaf_count=321479 36 21 47 20 36 22 20 24 23 23 35 25 30 21 24 109 25 26 22 25 22 34 35 21 47 25 41036 internal_value=0 -2.18036 0.00219241 1.74118 0.558014 2.8398 -0.44302 1.436 -0.380797 -1.47439 0.0013829 -0.767278 -2.18099 -3.98815 1.05377 0.00166884 0.601033 2.44391 0.748792 -0.261337 0.142473 0.00129039 -0.759925 -1.46575 0.00147933 0.901066 0.00130066 internal_weight=0 103 363210 169 149 113 91 71 82 59 363041 135 76 46 59 362906 229 73 48 156 131 362677 90 56 362587 72 362515 internal_count=363313 103 363210 169 149 113 91 71 82 59 363041 135 76 46 59 362906 229 73 48 156 131 362677 90 56 362587 72 362515 is_linear=0 shrinkage=0.01 Tree=904 num_leaves=25 num_cat=1 split_feature=17 4 2 18 8 0 13 10 8 12 4 0 0 2 2 10 4 24 3 6 2 10 2 0 split_gain=4.88698e+06 1.34116e+07 4.97758e+06 2.18415e+07 1.24324e+07 1.4752e+07 3.16475e+06 1.21147e+06 1.33361e+06 811776 744686 3.03988e+06 676743 3.23673e+06 4.11902e+06 3.27084e+06 863913 2.54714e+06 3.32649e+06 463902 462554 1.2419e+06 642574 230804 threshold=2732.1750000000006 1291.5535000000002 2593.0505000000003 274.56205000000006 103.56378000000002 1501.0951200000002 30.504095000000003 2855.9890500000006 818.62500000000011 209.76795000000001 536.17500000000007 32.114000000000004 2773.7250000000004 11.926500000000003 1092.7150000000004 67.593000000000004 1876.5445000000002 0 19.643625000000004 797.20500000000004 1800.6974500000001 306.86880000000008 621.21800000000007 15.9129 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 left_child=2 9 7 4 5 10 -6 12 23 -2 11 -4 16 -14 15 -15 20 18 -18 -19 22 -22 -1 -9 right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 -12 -13 13 14 -16 -17 17 19 -20 -21 21 -23 -24 -25 leaf_value=0.00070148103477222763 1.7677126920819282 -9.5558063840866083 1.4288722363114357 11.511134130477906 -5.2530600732564929 8.494514094034832 -0.76990448367211128 -0.89402652485804124 -3.0046920629910061 -0.91204388655149016 1.7879815725386143 -3.5409423522949219 1.0432330108901202 -6.392203498077393 0.86400435612119486 -1.0388134148007349 -0.93369095760233267 -0.17936847047107976 2.7800156005534782 -1.7123304614653956 -1.122628179568689 1.1065104617494526 0.20633808234025425 0.59026752328872678 leaf_weight=360971 20 20 32 20 32 30 31 22 28 26 20 20 59 25 29 21 34 82 83 26 103 33 1526 20 leaf_count=360971 20 20 32 20 32 30 31 22 28 26 20 20 59 25 29 21 34 82 83 26 103 33 1526 20 internal_value=0 -2.71932 0.00205229 1.64193 0.445668 2.60294 -3.04706 0.00121668 -1.31421 0.253068 0.148121 -0.482595 0.00147035 -0.709054 -2.08752 -3.94826 0.00173274 0.621187 1.5669 -0.501939 0.00134839 -0.581734 0.00156715 -0.18722 internal_weight=0 66 363247 185 165 102 63 363062 70 46 72 52 362992 134 75 46 362858 225 117 108 362633 136 362497 42 internal_count=363313 66 363247 185 165 102 63 363062 70 46 72 52 362992 134 75 46 362858 225 117 108 362633 136 362497 42 cat_boundaries=0 1 cat_threshold=3280 is_linear=0 shrinkage=0.01 Tree=905 num_leaves=25 num_cat=0 split_feature=0 7 10 11 1 1 26 1 7 4 8 10 6 7 4 7 11 4 0 15 4 0 26 1 split_gain=2.8344e+06 1.86261e+07 3.31847e+07 1.42143e+07 6.3112e+06 5.03592e+06 1.15972e+07 1.99594e+06 3.99212e+06 2.66774e+06 1.87516e+06 1.16296e+07 1.52043e+06 2.37519e+06 835040 802181 4.77208e+06 7.19244e+06 1.51083e+06 1.19734e+06 1.98713e+06 709693 441272 382113 threshold=2773.7250000000004 148.25225000000003 152.20455000000001 2995.7383125000001 2779.5510000000008 355.00374000000005 2022.5000000000002 2779.5510000000008 1282.0428000000002 625.2833710000001 2877.4750000000008 11.937000000000001 2871.8940000000007 710.08000000000004 970.01225000000011 1489.0961200000002 1156.9900000000002 970.01225000000011 1114.9175000000002 952.35500000000013 1291.5535000000002 1266.1895000000002 2022.5000000000002 206.48775000000003 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 4 -3 -4 5 6 -2 10 9 22 12 -12 15 23 -13 19 18 -18 -17 21 -21 -1 -9 -14 right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 11 14 13 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.00010635696737733719 -7.6483842116908027 13.379114705948602 -5.5283582172971784 4.9959252502804716 -8.2214261738459271 1.0828076504809516 0.59352004866446217 -2.1571955304532437 -4.840716189575196 2.2448513451644354 6.8316838236208319 -0.25729236125946048 -0.7500916199220552 -3.660263498240504 -2.9326403789520263 0.21389550854178038 0.33266592621803287 7.9771781501770027 -2.2821990890193868 -0.32088416009241 -2.7353494693103593 0.39039456292858965 -0.56665544130811185 0.97385424613952642 leaf_weight=361364 38 21 33 21 24 28 31 37 25 28 27 28 36 29 20 238 32 20 27 331 38 466 33 20 leaf_count=361364 38 21 33 21 24 28 31 37 25 28 27 28 36 29 20 238 32 20 27 331 38 466 33 20 internal_value=0 -1.20304 2.71253 -1.43558 -3.63004 -2.49403 -3.9455 -0.000162466 -1.2738 -0.363878 0.000269485 1.58131 -5.75367e-05 -1.33734 -1.37202 0.000256019 0.503081 3.27286 -0.0404236 -0.000184058 -0.569528 0.000396568 -1.40737 -0.134397 internal_weight=0 196 75 54 121 97 69 362799 123 98 362676 75 362601 85 48 362516 317 52 265 362199 369 361830 70 56 internal_count=362995 196 75 54 121 97 69 362799 123 98 362676 75 362601 85 48 362516 317 52 265 362199 369 361830 70 56 is_linear=0 shrinkage=0.01 Tree=906 num_leaves=26 num_cat=0 split_feature=0 7 2 1 2 26 14 1 7 5 3 3 26 6 7 7 11 0 1 15 3 14 2 3 26 split_gain=2.778e+06 1.82554e+07 4.24674e+07 6.18561e+06 1.04084e+07 8.03131e+06 2.98836e+06 1.95622e+06 3.91268e+06 3.20247e+06 1.26399e+07 2.11448e+06 1.61414e+06 1.09127e+06 1.4862e+06 662847 5.00575e+06 7.26652e+06 1.88203e+06 1.24251e+06 2.51173e+06 585624 539333 341853 70634.3 threshold=2773.7250000000004 148.25225000000003 2593.0505000000003 2779.5510000000008 26.254000000000001 2022.5000000000002 127.26225000000002 2779.5510000000008 1282.0428000000002 2763.7525000000005 1278.9218000000003 974.18930000000012 2022.5000000000002 2871.8940000000007 710.08000000000004 1489.0961200000002 1156.9900000000002 591.40200000000016 1097.7209 952.35500000000013 1471.8415000000002 0.26600000000000007 2593.0505000000003 17.811866500000004 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=7 3 6 4 5 -2 -3 9 11 13 21 12 -9 15 23 19 18 -18 -17 22 -21 24 -1 -15 -11 right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 14 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 leaf_value=4.3827309126866024e-05 -8.1531665126255568 -5.0251172178762928 13.015606396748469 -8.1392118279139201 1.612598895430565 -0.64248224198818205 -0.0600905687158758 -2.9348810997876256 -4.7923092254638666 -0.57223661343256627 7.7803231136615461 1.7992215402664677 0.16975829234894582 -0.76520414419698002 -2.9253168767293296 0.14819835062821707 0.14208087305868827 7.6567330620505594 -2.9077540796453305 -0.36685457500049046 -3.7783348232766856 1.0612478179931641 0.75361415847979085 0.89165433073043832 -1.324552936553955 leaf_weight=361714 35 27 26 24 38 24 22 33 25 24 26 31 34 33 30 240 31 22 22 350 23 20 95 20 26 leaf_count=361714 35 27 26 24 38 24 22 33 25 24 26 31 34 33 30 240 31 22 22 350 23 20 95 20 26 internal_value=0 -1.19101 2.68541 -3.59374 -2.46909 -5.09797 -2.79592 -0.000160841 -1.26107 0.00026679 1.82647 -0.360239 -1.35939 -0.000216733 -1.14672 4.57801e-05 0.45857 3.26137 -0.108408 -0.000353012 -0.577214 -0.384959 0.000241692 -0.139975 -0.963441 internal_weight=0 196 75 121 97 59 49 362799 123 362676 96 98 67 362580 83 362497 315 53 262 362182 373 70 361809 53 50 internal_count=362995 196 75 121 97 59 49 362799 123 362676 96 98 67 362580 83 362497 315 53 262 362182 373 70 361809 53 50 is_linear=0 shrinkage=0.01 Tree=907 num_leaves=26 num_cat=0 split_feature=0 4 9 1 1 8 8 1 5 4 10 3 4 4 12 0 8 3 6 6 10 10 4 6 8 split_gain=2.72272e+06 1.78687e+07 3.3795e+07 6.29007e+06 6.16331e+06 4.21038e+06 2.31039e+06 1.91729e+06 3.13874e+06 1.264e+07 2.8808e+06 2.76191e+06 1.58681e+06 1.08906e+06 1.27408e+06 1.03118e+06 957928 685824 586187 839812 2.27195e+06 1.56192e+06 761346 213359 190122 threshold=2773.7250000000004 2632.2792750000003 149.28375000000003 2779.5510000000008 355.00374000000005 11.295588 347.72500000000002 2779.5510000000008 2763.7525000000005 1517.5820000000001 273.34650000000005 974.18930000000012 480.16275000000002 2632.2792750000003 729.25800000000015 117.18350000000002 217.11700000000005 6.4374000000000011 2871.8940000000007 1913.0125000000005 519.72350000000017 2855.9890500000006 101.08450000000001 7.3040000000000012 7.3040000000000012 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 8 13 12 11 15 17 18 16 -9 23 -10 19 21 -21 -1 24 -15 -20 right_child=1 2 -4 -5 6 -7 -8 10 9 -11 -12 -13 -14 14 -16 -17 -18 -19 22 20 -22 -23 -24 -25 -26 leaf_value=0.00023635471747304466 -5.1940048503875733 13.250874446522104 -3.4458497563114872 -7.491948252868653 2.7615510824874594 0.16390127658843995 -1.7227490811347963 -0.033193673087017879 -0.031173635210309709 8.6655898502894804 -3.8292287677526473 2.3412761815389 -2.0512723188047057 -0.66626014355250773 -3.2423005867004395 -2.591937775578764 1.418565008163452 2.3933856182098392 -0.63193762459754943 -0.060625431010356313 3.0694618606567383 -1.7330024914941393 -2.0512770028412342 -1.9610161218643187 0.65873215720767064 leaf_weight=362243 55 22 27 25 27 20 20 28 28 21 32 27 27 35 21 36 20 20 25 78 33 52 32 20 21 leaf_count=362243 55 22 27 25 27 20 20 28 28 21 32 27 27 35 21 36 20 20 25 78 33 52 32 20 21 internal_value=0 -1.1791 4.05064 -2.92234 -1.98595 -3.76523 0.853338 -0.000159232 0.000264122 1.80821 -1.24846 -0.340931 -0.11186 -0.000214566 -1.06517 -1.47249 -0.455575 0.979059 6.74767e-05 0.000254039 0.869941 -1.24161e-05 -0.866743 -1.13708 -0.0427188 internal_weight=0 196 49 147 122 75 47 362799 362676 96 123 91 75 362580 96 64 75 48 362484 362406 111 362295 78 55 46 internal_count=362995 196 49 147 122 75 47 362799 362676 96 123 91 75 362580 96 64 75 48 362484 362406 111 362295 78 55 46 is_linear=0 shrinkage=0.01 Tree=908 num_leaves=21 num_cat=0 split_feature=8 7 6 18 17 6 15 7 3 1 1 6 3 26 6 5 10 5 5 3 split_gain=2.13355e+06 2.27756e+07 4.233e+06 3.45192e+06 3.09024e+06 1.39661e+06 3.24512e+06 3.13021e+06 1.91646e+06 1.90233e+07 4.91868e+06 2.69258e+06 2.42106e+06 2.25925e+06 1.00406e+06 4.64322e+06 1.23058e+06 991050 705320 632890 threshold=2877.4750000000008 2690.3565000000003 1118.3050000000001 2924.8625000000006 391.10350000000005 2871.8940000000007 10.666750000000002 987.73900000000015 2692.2960000000003 2779.5510000000008 2779.5510000000008 362.02000000000004 1278.9218000000003 2022.5000000000002 1913.0125000000005 1530.4632000000001 2855.9890500000006 93.825125 54.992700000000006 207.97683100000003 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 19 5 -5 8 7 18 10 11 14 17 13 -12 16 -16 -1 -10 -7 -2 right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 12 -13 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=-0.00040329894200816008 -0.49032547304707186 9.1727902548653741 -4.350639114708736 -0.15920268917083741 -5.7181922168731694 -0.23390229940414428 -4.3846159633000692 2.9219417476654055 -0.34217495297276701 9.457544666787852 -2.9028732685410246 -2.8038315751817495 -5.2249866757392889 0.16594194514954341 0.0082838480580936773 5.1852200099400116 -1.5242759718760004 2.1616157595157621 -2.4672840927493187 1.7580831073579333 leaf_weight=362326 31 28 29 20 20 26 24 23 43 23 49 36 20 47 99 21 53 25 31 21 leaf_count=362326 31 28 29 20 20 26 24 23 43 23 49 36 20 47 99 21 53 25 31 21 internal_value=0 1.39807 -1.28949 -0.00120802 -2.9387 -0.00088419 -1.15955 -0.192033 -0.000551994 1.22766 -0.000982154 -0.592414 -2.05984 -1.40043 -0.000323318 0.914248 -0.000626174 0.578336 -1.44855 0.417686 internal_weight=0 109 81 362886 40 362846 104 80 362742 127 362615 104 116 96 362499 120 362379 68 57 52 internal_count=362995 109 81 362886 40 362846 104 80 362742 127 362615 104 116 96 362499 120 362379 68 57 52 is_linear=0 shrinkage=0.01 Tree=909 num_leaves=26 num_cat=0 split_feature=0 2 26 8 11 4 3 1 1 2 2 8 10 26 6 4 4 19 2 6 2 10 18 10 8 split_gain=2.70092e+06 1.75222e+07 1.04989e+07 9.55622e+06 1.31981e+07 8.85906e+06 1.38391e+07 3.98388e+06 1.86966e+06 3.25399e+06 2.58843e+06 1.82577e+06 1.13887e+07 1.60673e+06 1.43006e+06 1.35254e+06 831456 726912 1.73582e+06 1.28423e+06 2.67539e+06 1.16089e+06 255001 196056 144978 threshold=2773.7250000000004 26.254000000000001 2022.5000000000002 230.54600000000002 2995.7383125000001 1876.5445000000002 191.28750000000002 1891.4572200000002 2779.5510000000008 1800.6974500000001 249.90350000000004 2877.4750000000008 11.937000000000001 2022.5000000000002 2871.8940000000007 101.08450000000001 970.01225000000011 1711.5412500000002 669.1825 1913.0125000000005 720.28944000000013 2855.9890500000006 118.21110000000003 117.18350000000002 7.3040000000000012 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=8 2 -2 5 7 6 -3 -5 11 10 13 14 -13 -10 17 24 -14 19 22 21 -21 -1 -19 -17 -16 right_child=1 3 -4 4 -6 -7 -8 -9 9 -11 -12 12 16 -15 15 23 -18 18 -20 20 -22 -23 -24 -25 -26 leaf_value=0.00036030811614713438 -8.7812997356214026 7.2217473087310795 -0.79182197768112716 -2.0272564125061034 5.1660396037101748 9.2876421661376956 -4.2717564307559623 -7.9157643680572507 -3.5308443568303036 -4.2288131775174822 1.6718189289695338 6.7560747132477932 -0.24990200792040146 -0.15998261689178406 -0.61536546692848204 -3.3350405082702639 -2.9195023069381718 0.40220014398571297 -3.4093188581012543 -0.040860089780409128 3.1074571376893578 -1.4797324622802015 -0.74884529239252995 -1.9348390917778018 0.52691268444061279 leaf_weight=362245 38 20 29 27 20 20 22 20 26 28 38 27 28 31 25 20 20 39 21 79 41 53 38 20 20 leaf_count=362245 38 20 29 27 20 20 22 20 26 28 38 27 28 31 25 20 20 39 21 79 41 53 38 20 20 internal_value=0 -1.17435 -5.32317 0.980455 -1.63777 3.80982 1.20134 -4.533 -0.000145949 -1.23284 -0.349814 0.000272113 1.56036 -1.69757 -5.05727e-05 -1.29698 -1.36224 0.000253522 -0.860878 0.000486377 1.03481 0.000143788 -0.165848 -2.63494 -0.107686 internal_weight=0 196 67 129 67 62 42 47 362799 123 95 362676 75 57 362601 85 48 362516 98 362418 120 362298 77 40 45 internal_count=362995 196 67 129 67 62 42 47 362799 123 95 362676 75 57 362601 85 48 362516 98 362418 120 362298 77 40 45 is_linear=0 shrinkage=0.01 Tree=910 num_leaves=26 num_cat=2 split_feature=13 0 9 8 6 1 1 5 0 6 1 0 0 26 7 8 7 25 10 11 1 18 24 5 5 split_gain=3.56357e+06 8.12879e+06 1.72134e+06 1.37579e+07 2.30013e+06 1.96085e+07 3.30107e+06 1.12644e+07 2.76563e+07 1.47293e+07 2.9897e+06 2.18265e+06 2.009e+06 1.98429e+06 826529 1.02054e+06 670779 4.88149e+06 7.8238e+06 1.367e+06 3.35858e+06 811142 790849 353704 226387 threshold=2899.2375000000006 1836.963 2724.2674800000009 2877.4750000000008 2871.8940000000007 1461.4925000000003 2779.5510000000008 26.141250000000007 1836.963 1118.3050000000001 227.67125000000004 1114.9175000000002 346.24075000000011 2022.5000000000002 1113.0755000000001 268.16284850000005 1489.0961200000002 0 1105.5920000000003 912.26085000000012 860.12500000000011 1378.2725000000003 1 54.992700000000006 143.61000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 left_child=2 14 4 12 6 10 16 8 13 11 24 -9 23 -8 15 -2 19 18 -18 21 -21 -1 -19 -4 -6 right_child=1 -3 3 -5 5 -7 7 9 -10 -11 -12 -13 -14 -15 -16 -17 17 22 -20 20 -22 -23 -24 -25 -26 leaf_value=0.0011931273388618652 -0.81479099291066337 -7.1208111199088719 -1.1391678237915039 8.72562435913086 -0.19945488955293381 -9.8616700155084782 2.3506872108064849 -2.4911380481719969 14.23356900024414 5.3101155671619233 3.1661849278211593 -7.0081075407111131 1.1624421056111653 -1.4164880611278392 -1.8358157266889299 2.2437974765300752 0.84941921820585764 0.22954572374170479 7.2986084397137168 -0.16034171861970528 -2.299985710341355 -0.84618485734526039 -0.94497155662738919 -2.9745448666527161 -1.5924592614173889 leaf_weight=361494 24 23 21 20 28 22 29 20 20 21 32 23 36 27 21 20 87 100 24 468 87 113 122 21 20 leaf_count=361494 24 23 21 20 28 22 29 20 20 21 32 23 36 27 21 20 87 100 24 468 87 113 122 21 20 internal_value=0 -2.01148 0.0011083 1.32625 0.000750288 -1.50071 0.00117261 1.53642 4.13942 -1.55464 0.79855 -4.90719 -0.571026 0.534371 -0.203556 0.575476 0.000579679 0.449189 2.0584 0.000167193 -0.495745 0.000928327 -0.42882 -2.05686 -0.779873 internal_weight=0 88 362835 98 362737 102 362635 140 76 64 80 43 78 56 65 44 362495 333 111 362162 555 361607 222 42 48 internal_count=362923 88 362835 98 362737 102 362635 140 76 64 80 43 78 56 65 44 362495 333 111 362162 555 361607 222 42 48 cat_boundaries=0 6 7 cat_threshold=32768 0 256 0 0 1024 1203 is_linear=0 shrinkage=0.01 Tree=911 num_leaves=23 num_cat=0 split_feature=13 0 3 12 13 5 0 26 7 3 18 3 8 19 8 26 5 0 5 19 8 3 split_gain=3.49265e+06 7.96703e+06 1.50618e+06 2.32884e+07 3.47011e+07 2.58915e+07 4.59758e+06 1.10482e+06 810081 1.30517e+06 736872 2.59898e+06 874400 1.4384e+06 998570 2.29721e+06 788898 680855 659330 295170 202434 64648.8 threshold=2899.2375000000006 1836.963 2692.2960000000003 41.70600000000001 642.7482500000001 2763.7525000000005 1501.0951200000002 2022.5000000000002 1113.0755000000001 22.888000000000002 1378.2725000000003 689.90820000000008 2877.4750000000008 2812.9105000000004 1926.0125000000005 2022.5000000000002 2763.7525000000005 448.50050000000005 658.22750000000008 1016.455 161.95325000000003 20.453500000000005 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 8 10 5 -5 6 7 -4 9 -2 12 18 13 14 16 -16 -1 21 19 20 -12 -14 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 11 -13 17 -15 15 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.00095621962278397382 -1.152572996230288 -7.0496029356251597 -1.6670462960004806 15.322805992762248 -2.0645463301918725 -10.416582440185548 4.6966381103515626 0.84002715703768605 -1.8174575160798572 2.2920164897225122 -0.3328024791346656 -3.2269588792324067 -0.67142589205787295 2.5580887846513227 3.1609975785920112 0.019487759916088251 -0.96254409576864808 -2.2515530153910319 1.5806064219701859 0.70275627136230467 -1.4470193286375568 0.11324144227164132 leaf_weight=362218 22 23 32 24 22 25 25 39 21 22 63 32 21 22 33 79 85 30 21 21 22 21 leaf_count=362218 22 23 32 24 22 25 25 39 21 22 63 32 21 22 33 79 85 30 21 21 22 21 internal_value=0 -1.99136 0.00109702 0.950565 7.00712 -1.35193 1.00866 -0.289921 -0.201521 0.569722 0.000659812 -0.679956 0.000958337 0.00117724 0.00102202 0.945111 0.000730173 -1.10095 -0.0381918 -0.358897 -0.621188 -0.279092 internal_weight=0 88 362835 167 46 121 96 71 65 44 362668 159 362509 362437 362415 112 362303 72 127 106 85 42 internal_count=362923 88 362835 167 46 121 96 71 65 44 362668 159 362509 362437 362415 112 362303 72 127 106 85 42 is_linear=0 shrinkage=0.01 Tree=912 num_leaves=24 num_cat=2 split_feature=13 2 9 8 6 1 1 4 12 1 2 0 12 8 26 25 0 0 25 0 1 2 8 split_gain=3.42315e+06 8.07085e+06 1.69205e+06 1.34938e+07 2.23162e+06 1.91193e+07 3.23389e+06 1.84695e+07 5.28392e+06 2.93816e+06 2.07797e+06 1.97162e+06 908250 850134 564961 2.34462e+06 6.26431e+06 4.9644e+06 2.122e+06 1.62245e+06 1.57401e+06 286446 263946 threshold=2899.2375000000006 2593.0505000000003 2724.2674800000009 2877.4750000000008 2871.8940000000007 1461.4925000000003 2779.5510000000008 1876.5445000000002 114.52500000000002 227.67125000000004 13.802000000000001 346.24075000000011 1521.0400000000002 224.83650000000003 2022.5000000000002 0 1836.963 1836.963 1 746.42750000000012 584.17800000000011 15.579750000000002 166.23025000000004 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 left_child=2 12 4 11 6 9 14 8 10 21 -8 22 13 -2 15 17 -17 -1 20 -20 -16 -6 -4 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15 18 16 -18 -19 19 -21 -22 -23 -24 leaf_value=0.074129829845376291 -0.74759466705222921 -7.3808093116396947 -1.2801638793945314 8.6429059267044064 -0.11967687121459417 -9.7342003579573202 2.4584579713079666 9.1262188559312083 -4.1746748423576356 3.1393344870209696 -0.61565662029177648 1.1531905778249105 -1.9411511161110619 2.0074888772056214 -0.18084434737659602 -0.0051195368910287092 -3.7789139656587083 2.1918335304174339 -0.0040760859212183656 -0.49821436473253605 -1.2824768681095955 -1.6866013689041137 -2.8674524765014651 leaf_weight=40570 24 21 22 20 28 22 45 26 26 32 43 36 22 21 5224 140664 44 111 175082 667 133 20 20 leaf_count=40570 24 21 22 20 28 22 45 26 26 32 43 36 22 21 5224 140664 44 111 175082 667 133 20 20 internal_value=0 -1.97145 0.00108605 1.3149 0.000731098 -1.4782 0.00114708 1.5207 -0.213896 0.792197 0.956334 -0.564074 -0.275975 0.538111 0.000560216 0.0130346 -0.00629917 0.0798884 -0.0119337 -0.00595109 -0.207807 -0.772562 -2.03602 internal_weight=0 88 362835 98 362737 102 362635 140 114 80 88 78 67 45 362495 181389 140708 40681 181106 175749 5357 48 42 internal_count=362923 88 362835 98 362737 102 362635 140 114 80 88 78 67 45 362495 181389 140708 40681 181106 175749 5357 48 42 cat_boundaries=0 6 12 cat_threshold=2156969988 1073743172 2214597441 1141982224 4212752 8388611 1074790400 4 0 1073807376 4194832 1032 is_linear=0 shrinkage=0.01 Tree=913 num_leaves=24 num_cat=0 split_feature=13 2 3 18 13 4 7 26 18 3 8 19 8 3 4 0 2 2 6 10 0 17 16 split_gain=3.35503e+06 7.91024e+06 1.45658e+06 1.25572e+07 2.01668e+07 1.39026e+07 2.59703e+06 4.08982e+06 720880 2.55212e+06 872637 1.40539e+06 988107 2.26837e+06 785583 625210 560030 522690 359213 154092 134142 72854.1 59476.6 threshold=2899.2375000000006 2593.0505000000003 2692.2960000000003 75.333750000000023 267.20500000000004 2632.2792750000003 710.08000000000004 2022.5000000000002 1378.2725000000003 689.90820000000008 2877.4750000000008 2812.9105000000004 1926.0125000000005 407.24088000000006 970.01225000000011 635.67100000000016 335.66350000000006 1254.2925000000002 28.489450000000001 53.574000000000005 39.101500000000009 21.467000000000002 263.60750000000007 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 16 8 4 5 6 7 -4 10 15 11 12 17 -14 20 18 19 -1 21 -2 -12 -10 -20 right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 14 -13 13 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 leaf_value=0.0011951634152958823 -0.40298932631810508 -7.3070010884602867 1.2697222359180451 8.3689247322082529 8.996013257617042 -7.4036951077368949 2.8663259121349882 -3.7673457096241139 0.3472893701459086 -3.1964817249774935 -0.78817582497229954 2.5285602729970758 -0.12061130679315991 2.8494807567596432 -2.4892396638943599 1.5397645877656481 0.87486880522507893 -0.30002231263906648 -1.4822597379684448 -1.6294619020223617 0.30115547120571134 -0.34998058287993722 -0.71104907798767092 leaf_weight=361726 21 21 40 20 21 31 28 27 43 32 26 22 72 40 26 21 26 577 20 20 20 23 20 leaf_count=361726 21 21 40 20 21 31 28 27 43 32 26 22 72 40 26 21 26 577 20 20 20 23 20 internal_value=0 -1.95173 0.00107519 0.934778 -0.0766707 -1.58878 0.308712 -0.760141 0.00064524 -0.672545 0.000940508 0.00115919 0.00100576 0.940136 -1.09986 -0.0365924 -0.273215 0.000715448 -0.348889 -1.00127 -0.314554 0.104301 -1.09665 internal_weight=0 88 362835 167 147 126 95 67 362668 159 362509 362437 362415 112 72 127 67 362303 106 41 46 66 40 internal_count=362923 88 362835 167 147 126 95 67 362668 159 362509 362437 362415 112 72 127 67 362303 106 41 46 66 40 is_linear=0 shrinkage=0.01 Tree=914 num_leaves=21 num_cat=0 split_feature=13 2 9 8 6 2 3 13 11 8 9 0 2 19 18 3 12 8 8 8 split_gain=3.28826e+06 7.75283e+06 1.65741e+06 1.3338e+07 2.17582e+06 1.48336e+07 2.98765e+06 1.34475e+07 4.8149e+06 2.5049e+06 3.74625e+06 1.92851e+06 1.35666e+06 1.09075e+06 910452 4.34389e+06 887197 830562 671359 260113 threshold=2899.2375000000006 2593.0505000000003 2724.2674800000009 2877.4750000000008 2871.8940000000007 2593.0505000000003 2692.2960000000003 286.23400000000004 70.606948000000017 7.3040000000000012 502.38034000000005 346.24075000000011 1254.2925000000002 2812.9105000000004 1050.0050000000003 1278.9218000000003 1521.0400000000002 224.83650000000003 2877.4750000000008 166.23025000000004 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 16 4 11 6 9 13 8 12 -6 -11 19 -8 14 18 -16 17 -2 -1 -4 right_child=1 -3 3 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 leaf_value=0.0010098840288328881 -0.7367069130359839 -7.2339311581566221 -1.2721562767028809 8.5869552421569821 -1.2306877251573511 -8.3344985086719188 0.30697246179742332 8.8453856531778978 -4.201580781482515 5.3080467596508205 -0.73930981445312494 1.1316487333509657 3.0487457304734451 1.9742214930909021 -0.17259376926933015 -4.7502585104237429 -1.9162474519556218 1.9864779799325127 -1.065799594046706 -2.8478758430480959 leaf_weight=362188 24 21 22 20 37 24 59 21 21 21 20 36 26 28 210 23 22 21 59 20 leaf_count=362188 24 21 22 20 37 24 59 21 21 21 20 36 26 28 210 23 22 21 59 20 internal_value=0 -1.93222 0.00106444 1.30136 0.000713137 -1.45961 0.00112389 1.53464 0.0862789 0.655735 2.35812 -0.566738 1.14563 0.000586644 0.00043419 -0.624466 -0.270483 0.534113 0.00083613 -2.0225 internal_weight=0 88 362835 98 362737 102 362635 127 106 78 41 78 85 362508 362480 233 67 45 362247 42 internal_count=362923 88 362835 98 362737 102 362635 127 106 78 41 78 85 362508 362480 233 67 45 362247 42 is_linear=0 shrinkage=0.01 Tree=915 num_leaves=22 num_cat=1 split_feature=19 4 7 8 5 9 14 12 13 0 13 3 3 5 24 3 4 0 8 14 0 split_gain=3.01936e+06 7.14855e+06 4.00178e+06 1.0416e+07 1.79199e+07 5.70124e+06 2.08602e+06 963926 1.78526e+06 1.5839e+06 1.64902e+07 1.83496e+07 4.18673e+06 907276 4.04676e+06 5.50985e+06 1.7431e+06 1.04084e+06 5.532e+06 1.04902e+06 216337 threshold=2812.9105000000004 17.151000000000003 2690.3565000000003 1128.2175000000002 2763.7525000000005 7.2255000000000011 26.307400000000005 2813.3566500000006 1532.2495000000001 2773.7250000000004 320.24300000000005 2692.2960000000003 353.54500000000002 1530.4632000000001 0 1278.9218000000003 195.67150000000001 1266.1895000000002 1329.5732400000002 1867.1242800000002 4.4014000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=2 -2 7 5 -5 -4 -7 9 20 13 11 12 -11 17 15 -15 -16 19 -19 -1 -9 right_child=1 -3 3 4 -6 6 -8 8 -10 10 -12 -13 -14 14 16 -17 -18 18 -20 -21 -22 leaf_value=0.0013423735765868755 -1.1516071220066235 7.0229524302482602 3.4636387935437654 -0.15290046972386978 -11.305701831054687 -4.2289265937805176 0.33836891174316408 -0.65112437362670905 -3.4557662822889244 2.5340243370561715 9.4854286165237429 -8.5983701291951267 -1.8797341057349897 0.9411423517213211 0.52692840458056245 6.0553933627788847 -1.2533918760488698 -0.6961392229696115 4.039830807699607 -1.0608599078783425 0.74423622904717923 leaf_weight=361813 23 20 38 34 25 20 20 25 23 83 20 22 29 111 109 26 111 480 26 93 20 leaf_count=361813 23 20 38 34 25 20 20 25 23 83 20 22 29 111 109 26 111 480 26 93 20 internal_value=0 2.65051 0.000494533 -1.70828 -4.87866 0.689835 -1.94528 0.00113946 -1.18935 0.00136252 1.0153 -0.248899 1.39118 0.000932088 0.504806 1.78168 -0.35518 0.000435739 -0.452789 0.00106942 -0.0309641 internal_weight=0 43 363128 137 59 78 40 362991 68 362923 154 134 112 362769 357 137 220 362412 506 361906 45 internal_count=363171 43 363128 137 59 78 40 362991 68 362923 154 134 112 362769 357 137 220 362412 506 361906 45 cat_boundaries=0 1 cat_threshold=3330 is_linear=0 shrinkage=0.01 Tree=916 num_leaves=27 num_cat=1 split_feature=19 15 2 17 7 9 0 12 0 2 26 1 2 0 14 3 12 25 14 1 1 0 4 0 26 7 split_gain=2.95928e+06 7.32389e+06 5.12211e+06 1.73206e+07 1.39702e+07 3.74608e+07 1.84744e+07 1.28991e+07 866740 7.56394e+06 7.641e+06 3.91844e+06 1.59033e+06 1.07458e+06 4.40404e+06 1.88725e+06 3.00767e+06 2.50768e+06 943873 852171 787760 5.03232e+06 643012 447182 273351 271174 threshold=2812.9105000000004 1069.0300000000002 2593.0505000000003 313.27125000000007 44.877000000000002 26.246250000000003 2773.7250000000004 787.1346400000001 2773.7250000000004 27.046500000000005 2022.5000000000002 1891.4572200000002 1092.7150000000004 1266.1895000000002 1541.2800000000002 292.91330000000005 10.521250000000002 0 1867.1242800000002 554.77325000000008 1256.4300000000001 988.99750000000006 7.273200000000001 2.6253500000000001 2022.5000000000002 608.55210000000022 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 left_child=2 -2 8 4 6 -6 22 -7 13 10 -10 12 -11 18 15 17 -17 -15 20 25 23 -22 24 -1 -4 -20 right_child=1 -3 3 -5 5 7 -8 -9 9 11 -12 -13 -14 14 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.0029030141856914125 -1.2244576433430547 7.0497444763183594 0.95408265528471581 -9.392756343078613 14.103241303563118 -5.8056448758033019 -11.009638560901989 4.4950938489437098 6.4899234989711214 -1.1060401621172506 -0.92985796555228861 -4.293591393718013 2.3644907702440801 -2.3261443995785069 4.0511418960207983 1.0579583221857365 -1.3969899137226154 -0.41146148732879712 -0.16056752951325554 -2.4800406140547531 0.11849430909493695 4.000843333535725 -1.6615190064907075 0.029698201618448702 -0.64442761421203609 -1.4212885787270286 leaf_weight=313016 23 20 23 25 21 31 22 20 35 31 23 27 23 101 21 130 81 218 76 26 460 36 32 48608 20 22 leaf_count=313016 23 20 23 25 21 31 22 20 35 31 23 27 23 101 21 130 81 218 76 26 460 36 32 48608 20 22 internal_value=0 2.62401 0.000489588 -1.62397 -0.474736 2.86243 -2.95181 -1.76614 0.00135791 0.790861 3.5476 -1.1831 0.372149 0.00105542 -0.440223 -0.618183 0.115537 -1.1035 0.00172664 -0.870585 0.00202535 0.400278 -0.588177 0.00147911 0.21059 -0.443587 internal_weight=0 43 363128 194 169 72 97 51 362934 139 58 81 54 362795 551 530 211 319 362244 124 362120 496 75 361624 43 98 internal_count=363171 43 363128 194 169 72 97 51 362934 139 58 81 54 362795 551 530 211 319 362244 124 362120 496 75 361624 43 98 cat_boundaries=0 6 cat_threshold=1081344 0 0 1073741824 0 2147483648 is_linear=0 shrinkage=0.01 Tree=917 num_leaves=32 num_cat=2 split_feature=19 15 2 17 7 8 12 1 19 5 25 15 18 2 10 7 25 1 7 13 14 13 2 15 11 15 8 9 15 1 26 split_gain=2.90039e+06 7.17814e+06 5.02018e+06 1.69759e+07 1.36922e+07 3.80055e+07 1.2778e+07 1.0156e+07 594679 3.30527e+06 1.45706e+06 4.32952e+06 1.01501e+06 1.31975e+06 1.00137e+06 924342 5.13528e+06 2.9597e+06 2.282e+06 724738 868471 714552 657093 595618 491537 570532 449054 352046 181475 41982.3 52674.1 threshold=2812.9105000000004 1069.0300000000002 2593.0505000000003 313.27125000000007 44.877000000000002 306.80800000000005 320.35500000000008 2779.5510000000008 222.42400000000001 1874.1882800000003 0 247.20250000000001 419.02025000000009 335.66350000000006 1528.9670000000003 608.55210000000022 1 733.23400000000015 1113.0755000000001 1950.3035000000002 709.17750000000012 1280.8870000000004 1092.7150000000004 610.65000000000009 472.50000000000006 857.77150000000006 418.50114000000002 111.62550000000002 95.58750000000002 860.12500000000011 2022.5000000000002 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 left_child=2 -2 8 4 7 -6 -7 29 12 10 11 28 15 24 22 19 17 -17 -18 21 -21 -1 -12 27 25 -14 -26 -15 -10 30 -4 right_child=1 -3 3 -5 5 6 -8 -9 9 -11 14 -13 13 23 -16 16 18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 -32 leaf_value=0.00021231855008032864 -1.2122130887404732 6.9792470378875739 -1.6163641694613866 -9.298828741455079 14.54884520816803 -5.7519691061204483 4.3508638254801433 -8.8966826421564278 -0.16560634472790889 3.7396515948955829 0.039694033156573723 4.3261342670700769 -0.18084049986458375 -0.0054504267374674478 -1.6101872003740736 0.5734648164115318 0.14749574126974907 2.2748997603356838 -1.0371099853515626 -0.2570189840143377 -2.728733332497733 0.83731457215898175 1.3591881174918934 -2.9425771049831222 -0.38896015723049643 1.5089216388974871 -2.1191888872782387 -1.5976375400729297 0.89789860907055086 -0.77745472717285158 -0.99732376416524249 leaf_weight=359490 23 20 28 25 20 31 21 22 68 26 1169 33 412 21 36 508 386 128 281 44 21 102 39 23 40 21 24 41 21 20 27 leaf_count=359490 23 20 28 25 20 31 21 22 68 26 1169 33 412 21 36 508 386 128 281 44 21 102 39 23 40 21 24 41 21 20 27 internal_value=0 2.59777 0.000483938 -1.60773 -0.469988 2.83381 -1.67198 -2.92229 0.00134358 0.207638 0.140411 1.13907 0.000549309 -0.416726 0.0330494 0.00122211 0.267086 0.901714 -0.346373 0.000258914 -1.05557 0.000449767 0.0822936 -1.5682 -0.219795 -0.098889 -1.0378 -1.05835 0.085333 -1.1698 -1.31247 internal_weight=0 43 363128 194 169 72 52 97 362934 1392 1366 122 361542 582 1244 360960 1303 636 667 359657 65 359592 1208 85 497 433 64 62 89 75 55 internal_count=363171 43 363128 194 169 72 52 97 362934 1392 1366 122 361542 582 1244 360960 1303 636 667 359657 65 359592 1208 85 497 433 64 62 89 75 55 cat_boundaries=0 3 9 cat_threshold=66560 32832 16 134251520 134513728 1052993 0 16384 1024 is_linear=0 shrinkage=0.01 Tree=918 num_leaves=19 num_cat=0 split_feature=19 15 18 8 12 5 13 0 13 3 1 1 0 8 14 14 3 5 split_gain=2.84267e+06 7.0353e+06 3.85463e+06 2.44528e+06 5.5669e+06 1.45087e+07 5.18473e+06 1.44968e+06 1.4617e+07 1.57782e+07 1.1649e+07 5.69538e+06 1.01947e+06 1.78574e+06 1.63575e+06 1.04798e+06 1.14416e+06 675164 threshold=2812.9105000000004 1069.0300000000002 2924.8625000000006 2877.4750000000008 45.558500000000009 1530.4632000000001 1099.5287500000002 2773.7250000000004 320.24300000000005 353.54500000000002 2779.5510000000008 355.00374000000005 1266.1895000000002 1926.0125000000005 1298.1175000000001 1867.1242800000002 870.71080000000018 543.59225000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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=0.00081840591020204603 -1.2000909456999407 6.9094546794891363 -3.1431833065473116 0.476155166943868 4.7406006975173947 -10.519563892364502 -1.8325312116940817 0.5582617644543918 7.9787437866777182 -1.0181438450018565 -10.536705164909362 6.1338000624520443 -0.65407413071223675 2.2493627617756524 2.0156045095125834 -0.44159260215764135 -2.8933185354868574 0.19244892292660037 leaf_weight=360290 23 20 39 30 20 20 30 53 25 36 20 28 525 24 24 92 24 1848 leaf_count=360290 23 20 39 30 20 20 30 53 25 36 20 28 525 24 24 92 24 1848 internal_value=0 2.57179 0.000479099 0.000816765 -1.56271 -3.92213 0.796722 0.0012475 0.94701 -0.336153 -4.41763 2.48561 0.000825223 -0.420645 -0.537367 0.00149189 -0.948846 0.0017963 internal_weight=0 43 363128 363089 100 50 50 362989 162 137 56 81 362827 573 549 362254 116 362138 internal_count=363171 43 363128 363089 100 50 50 362989 162 137 56 81 362827 573 549 362254 116 362138 is_linear=0 shrinkage=0.01 Tree=919 num_leaves=25 num_cat=0 split_feature=7 15 5 12 10 15 12 0 13 3 1 1 5 3 26 0 8 5 12 9 4 0 3 1 split_gain=1.61918e+06 6.14392e+06 1.09596e+07 1.87635e+06 2.26023e+06 1.72221e+06 2.9489e+06 1.62803e+06 1.49495e+07 1.74546e+07 5.05744e+06 9.17073e+06 1.34913e+06 7.78686e+06 1.28877e+06 1.19337e+06 4.62032e+06 2.63837e+06 2.10961e+06 706982 575098 3.17501e+06 522452 298522 threshold=2690.3565000000003 1206.4050000000002 1874.1882800000003 45.558500000000009 26.251000000000001 2640.1488000000004 517.51460000000009 2773.7250000000004 320.24300000000005 2692.2960000000003 584.17800000000011 1891.4572200000002 2763.7525000000005 1278.9218000000003 2022.5000000000002 1266.1895000000002 1329.5732400000002 710.99890000000016 5.0417500000000013 536.95000000000016 451.28900000000004 1114.9175000000002 1471.8415000000002 33.81900000000001 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 -2 7 -7 12 9 10 14 -12 15 19 -9 20 18 -18 -17 23 22 -22 -1 -14 right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 11 -13 13 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25 leaf_value=0.0006832703510925045 -0.7137467796738084 2.6785124447766475 -7.0188631473888057 -2.656404724121094 3.3937725975399928 0.57790951277528491 -3.9718580949717559 4.4786750482831685 8.6628146793625564 -8.374796295166016 -6.0459864661807101 2.8389529767403237 -0.50842353020944908 5.7534168695520478 1.6541186944643655 -0.37329955798903486 5.371590994596481 0.23508437347412109 -1.9107492802677484 -2.0232992987199263 0.1014568962915406 2.5995193235232281 -0.48349527974032497 1.0357623454502651 leaf_weight=359532 37 34 33 22 21 28 29 35 22 22 21 26 31 27 30 387 20 20 116 22 2360 52 223 21 leaf_count=359532 37 34 33 22 21 28 29 35 22 22 21 26 31 27 30 387 20 20 116 22 2360 52 223 21 internal_value=0 -1.04853 -2.16994 -0.169754 0.773459 0.00120061 -1.73688 0.00147355 1.02282 -0.231502 1.36807 -1.13091 0.0010344 1.15663 3.17503 0.000712611 -0.467735 2.80334 -0.727861 -0.520577 0.00141496 0.155312 0.000383144 0.11519 internal_weight=0 147 113 80 58 363024 57 362967 156 134 112 47 362811 101 65 362710 543 40 503 74 362167 2412 359755 52 internal_count=363171 147 113 80 58 363024 57 362967 156 134 112 47 362811 101 65 362710 543 40 503 74 362167 2412 359755 52 is_linear=0 shrinkage=0.01 Tree=920 num_leaves=31 num_cat=2 split_feature=1 5 3 0 7 5 11 12 2 5 0 0 0 2 1 5 25 1 1 12 24 14 13 16 0 3 7 26 1 26 split_gain=3.34869e+06 1.39768e+07 1.94409e+07 7.82198e+06 7.23332e+06 6.50907e+06 7.56753e+06 2.34931e+06 1.80884e+06 5.47854e+06 2.80786e+06 2.14406e+06 861434 6.53745e+06 9.547e+06 1.49141e+06 503349 4.50642e+06 1.59896e+06 3.19239e+06 2.20139e+06 1.55979e+06 1.43914e+06 901698 905533 715751 652403 377202 218370 141037 threshold=2779.5510000000008 188.37900000000005 353.54500000000002 885.78750000000014 25.207000000000004 2763.7525000000005 1962.6297000000002 543.33000000000004 2593.0505000000003 1121.68056 885.78750000000014 1266.1895000000002 2773.7250000000004 26.254000000000001 522.78869700000007 763.31500000000017 0 1891.4572200000002 1461.4925000000003 1280.6000000000004 1 517.63660000000004 31.603500000000004 1333.2175000000002 428.79030000000006 2692.2960000000003 2690.3565000000003 2022.5000000000002 143.07625000000004 2022.5000000000002 decision_type=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 left_child=8 2 3 -2 -3 7 -7 -6 12 10 28 -11 16 27 -15 -16 17 21 23 20 -20 25 -23 26 -25 -1 -18 -14 29 -10 right_child=1 4 -4 -5 5 6 -8 -9 9 11 -12 -13 13 14 15 -17 18 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.026518587015445325 -0.724753077972767 -6.4912181708365679 12.994828343391418 6.8449582800865176 -0.38605651689612347 -0.97541354552559234 7.4352904272079465 -5.072305243492127 0.29281732559204104 -1.6185409064914871 2.9894806162516279 -5.8100107259016776 -2.3974158930778504 8.3348846712979405 -1.4665226488528043 2.0969890483220421 -0.0025017173592664062 3.9748554844691837 0.090646015447525943 2.9109461767023261 -1.7689190052340669 0.22829297863918804 2.1809695360064505 -0.28703237012142446 -1.9050285493566634 1.873175220489502 1.1176871073246002 -0.75803712211847318 -1.4471200209650499 -0.81512916176407435 leaf_weight=39667 43 20 20 20 23 23 20 20 20 23 27 26 32 22 23 24 322439 29 111 22 154 92 64 131 47 21 52 25 29 27 leaf_count=39667 43 20 20 20 23 23 20 20 20 23 27 26 32 22 23 24 322439 29 111 22 154 92 64 131 47 21 52 25 29 27 internal_value=0 1.33203 4.4052 1.67833 -1.07433 0.185417 2.93654 -2.56571 0.000591974 -1.09006 0.219392 -3.84259 0.00104872 0.827754 2.89805 0.353143 0.000761633 0.0342779 -0.00337733 -0.749456 -1.05334 0.0314184 1.02939 -0.00271383 -0.714256 0.0274957 -0.00232109 -1.67839 -0.764719 -0.343663 internal_weight=0 189 83 63 106 86 43 43 363107 152 103 49 362955 126 69 47 362829 39873 322956 287 265 39844 156 322669 178 39688 322491 57 76 47 internal_count=363296 189 83 63 106 86 43 43 363107 152 103 49 362955 126 69 47 362829 39873 322956 287 265 39844 156 322669 178 39688 322491 57 76 47 cat_boundaries=0 7 8 cat_threshold=4 134218756 596 106185232 4212881 277877866 2 2977 is_linear=0 shrinkage=0.01 Tree=921 num_leaves=31 num_cat=2 split_feature=1 5 3 0 7 5 11 8 8 6 7 25 10 15 16 0 10 11 6 6 25 0 1 2 10 3 1 11 1 16 split_gain=3.28205e+06 1.36987e+07 1.9054e+07 7.66632e+06 7.08938e+06 6.37954e+06 7.41694e+06 2.20689e+06 1.99293e+06 2.6764e+06 729513 6.74985e+06 1.21886e+07 1.20946e+06 960594 1.36832e+06 937352 900033 751527 650503 600093 3.36847e+06 8.71252e+06 2.14199e+06 1.65537e+06 1.60148e+06 1.03444e+06 270014 256760 127004 threshold=2779.5510000000008 188.37900000000005 353.54500000000002 885.78750000000014 25.207000000000004 2763.7525000000005 1962.6297000000002 1329.5732400000002 2877.4750000000008 1520.8892800000003 1489.0961200000002 0 800.19400000000007 1206.4050000000002 1907.6205000000002 497.87850000000003 1528.9670000000003 336.99850000000004 456.19875000000008 1118.3050000000001 1 988.99750000000006 166.66900000000001 2593.0505000000003 190.45082400000004 745.12500000000011 1256.4300000000001 6.8200000000000012 11.306900000000001 2836.7725000000005 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 2 2 left_child=8 2 3 -2 -3 7 -7 -6 10 27 14 12 17 16 20 28 19 18 -12 -13 21 24 -23 26 -1 -25 -22 -10 29 -16 right_child=1 4 -4 -5 5 6 -8 -9 9 -11 11 13 -14 -15 15 -17 -18 -19 -20 -21 23 22 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.020953223014602784 -0.71750558354133787 -6.426306016206742 12.864880604267121 6.7765087947845464 -0.42749822409256644 -0.96565933310467256 7.3609378480911261 -4.9694846544265747 0.15904308451546562 -4.2562317222595212 2.2968969782441855 -0.70456022677702068 8.4970262301409694 1.7510857946222478 -0.39923578875405447 -3.1300363486746083 -2.5310871042728427 -1.1645901279449462 -0.10405116254633123 0.96634296629163963 -0.0028612318052444125 -0.30599013614049858 3.7347784670468038 -2.4701682039896649 0.48191026282663307 0.63339031385338829 -0.52698944597883002 -1.0836141867848004 -1.2838345432281495 0.6036483727330747 leaf_weight=41419 43 20 20 20 23 23 20 20 36 25 32 170 27 22 28 23 25 20 22 27 319675 138 87 60 794 23 377 34 20 23 leaf_count=41419 43 20 20 20 23 23 20 20 36 25 32 170 27 22 28 23 25 20 22 27 319675 138 87 60 794 23 377 34 20 23 internal_value=0 1.31871 4.36115 1.66155 -1.06358 0.183563 2.90718 -2.54005 0.000585593 -1.44761 0.000964585 0.460586 2.49855 -0.466288 0.000527354 -1.01024 -0.707032 0.647565 1.31873 -0.475553 0.000789402 0.0361194 1.25644 -0.00389505 0.0296235 -1.61015 -0.00347862 -0.444533 -0.323541 0.0530453 internal_weight=0 189 83 63 106 86 43 43 363107 95 363012 345 101 244 362667 94 222 74 54 197 362573 42438 225 320135 42213 83 320052 70 71 51 internal_count=363296 189 83 63 106 86 43 43 363107 95 363012 345 101 244 362667 94 222 74 54 197 362573 42438 225 320135 42213 83 320052 70 71 51 cat_boundaries=0 3 10 cat_threshold=2147516416 0 256 2156920836 134218756 84 106184721 4196497 277876842 2 is_linear=0 shrinkage=0.01 Tree=922 num_leaves=31 num_cat=2 split_feature=1 5 0 7 5 11 12 8 6 7 25 10 15 16 0 10 11 6 6 0 25 0 1 2 10 1 1 11 1 16 split_gain=3.21674e+06 1.3426e+07 1.4101e+07 6.9483e+06 6.25259e+06 7.26934e+06 2.29541e+06 1.95327e+06 2.62314e+06 714995 6.61553e+06 1.1946e+07 1.18539e+06 941478 1.34109e+06 918698 882122 736571 637558 618172 582856 3.44072e+06 8.96783e+06 2.09975e+06 1.80877e+06 1.02857e+06 565705 264641 251650 124477 threshold=2779.5510000000008 188.37900000000005 1836.963 25.207000000000004 2763.7525000000005 1962.6297000000002 543.33000000000004 2877.4750000000008 1520.8892800000003 1489.0961200000002 0 800.19400000000007 1206.4050000000002 1907.6205000000002 497.87850000000003 1528.9670000000003 336.99850000000004 456.19875000000008 1118.3050000000001 53.8705 1 988.99750000000006 166.66900000000001 2593.0505000000003 190.45082400000004 1256.4300000000001 469.42150000000009 6.8200000000000012 11.306900000000001 2836.7725000000005 decision_type=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 left_child=7 2 19 -3 6 -6 -5 9 27 13 11 16 15 20 28 18 17 -11 -12 -2 21 24 -23 25 -1 -22 -25 -9 29 -15 right_child=1 3 -4 4 5 -7 -8 8 -10 10 12 -13 -14 14 -16 -17 -18 -19 -20 -21 23 22 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=0.02038899571036425 2.60881787443161 -6.3620429944992063 10.59566584663391 -0.36014799574147099 -0.95600257044253145 7.2873287448883062 -4.9923264982700344 0.15745265007019044 -4.213669388580322 2.2739280067384242 -0.69751462359989391 8.4120558774029774 1.7335749669508502 -0.39524342962673736 -3.0987359677190365 -2.5057762193679811 -1.152944248199463 -0.10301067525690252 0.9566794353061252 0.54282481125422888 -0.0026873218276214457 -0.29855155844025422 3.8304686753890094 -2.2647440261840819 0.51259791787718667 -0.52394487958155711 -0.57783305529392126 -1.0727780545700123 -1.2709962062835694 0.59761190746141513 leaf_weight=39444 30 20 25 23 23 20 20 36 25 32 170 27 22 28 23 25 20 22 27 28 321683 138 85 50 761 379 33 34 20 23 leaf_count=39444 30 20 25 23 23 20 20 36 25 32 170 27 22 28 23 25 20 22 27 28 321683 138 85 50 761 379 33 34 20 23 internal_value=0 1.30552 4.31753 -1.05295 0.181728 2.87811 -2.51465 0.000579737 -1.43314 0.000954939 0.45598 2.47357 -0.461626 0.00052208 -1.00013 -0.699962 0.641089 1.30555 -0.470798 1.61144 0.000781508 0.0365671 1.27529 -0.00371047 0.0297055 -0.00330073 -1.59404 -0.440088 -0.320305 0.0525149 internal_weight=0 189 83 106 86 43 43 363107 95 363012 345 101 244 362667 94 222 74 54 197 58 362573 40428 223 322145 40205 322062 83 70 71 51 internal_count=363296 189 83 106 86 43 43 363107 95 363012 345 101 244 362667 94 222 74 54 197 58 362573 40428 223 322145 40205 322062 83 70 71 51 cat_boundaries=0 3 10 cat_threshold=2147516416 0 256 2156920836 134218756 84 106184720 4196497 1351618666 2 is_linear=0 shrinkage=0.01 Tree=923 num_leaves=42 num_cat=4 split_feature=1 5 3 0 7 5 11 12 1 21 25 14 12 5 14 24 0 4 16 0 25 4 12 25 1 10 9 0 5 7 0 5 15 0 3 7 3 3 4 12 15 split_gain=3.15273e+06 1.31589e+07 1.85834e+07 7.39795e+06 6.81003e+06 6.12816e+06 7.12468e+06 2.24973e+06 652878 5.71727e+06 1.93382e+06 3.85048e+06 2.90433e+06 2.47608e+06 1.9775e+06 1.30696e+06 2.36886e+06 881538 863110 1.04447e+06 1.1998e+07 1.92426e+07 4.18558e+06 2.79007e+06 1.97831e+06 1.01891e+06 849231 675956 1.40051e+06 722573 651786 597674 579230 637525 503132 1.64573e+06 489737 463568 423819 306084 23517.9 threshold=2779.5510000000008 188.37900000000005 353.54500000000002 885.78750000000014 25.207000000000004 2763.7525000000005 1962.6297000000002 543.33000000000004 1461.4925000000003 8.6700000000000035 0 8.9787000000000017 1092.2600000000002 992.2919965000001 4.3275000000000015 1 220.57000000000002 536.17500000000007 1333.2175000000002 1114.9175000000002 2 6.3755000000000015 1092.2600000000002 3 248.12580000000003 375.75300000000004 636.6312200000001 988.99750000000006 127.18391600000002 572.8955000000002 1501.0951200000002 61.145620500000007 1206.4050000000002 635.67100000000016 2692.2960000000003 572.8955000000002 745.12500000000011 974.18930000000012 31.509073000000004 729.25800000000015 25.971000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 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 left_child=8 2 3 -2 -3 7 -7 -6 18 10 11 13 -13 17 15 16 -12 -10 19 27 21 30 23 -22 -23 26 31 34 38 -30 -21 40 33 -27 37 -36 -17 -1 -29 -16 -20 right_child=1 4 -4 -5 5 6 -8 -9 9 -11 14 12 -14 -15 39 36 -18 -19 25 20 22 24 -24 -25 -26 32 -28 28 29 -31 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 leaf_value=0.0012260655867549284 -0.72873126163039104 -6.2984223375320436 12.672413473099471 6.6329455889463427 -0.35654649900353474 -0.94644266626109241 7.214455419540406 -4.9424029476642612 -2.6801705664269471 4.5600654246590357 -0.28360220275941445 -1.7849227062861124 3.5397203102111816 -5.7147347247082259 -3.0336348805427553 -0.21183216568369134 2.6525705940008164 -0.21574075608026413 -0.0004210501811543449 7.1570885462944327 -1.6857375191354751 1.6798691604687617 3.2512722060259649 -0.0091353370059674109 -2.0888528331120808 -1.2608629315039692 1.8331691031455994 -0.95756186331472093 -0.27751572986443834 1.8781705105823019 9.4680891799926759 -1.4096267765301926 -0.4699791212339659 -3.510907648086548 -0.091304383907677991 3.2752693815231324 -1.8201902511596679 -0.27836330285176686 -2.3746053327620031 -1.3050625996362595 0.39472888433933256 leaf_weight=360888 43 20 20 20 23 23 20 20 47 22 61 21 20 23 20 78 50 21 61 26 115 26 34 493 30 34 20 62 48 23 23 39 37 20 53 20 25 594 32 21 20 leaf_count=360888 43 20 20 20 23 23 20 20 47 22 61 21 20 23 20 78 50 21 61 26 115 26 34 493 30 34 20 62 48 23 23 39 37 20 53 20 25 594 32 21 20 internal_value=0 1.29246 4.27436 1.60831 -1.04242 0.17991 2.84932 -2.4895 0.000573939 -0.398736 -0.680631 -1.61005 0.812464 -2.87843 -0.131237 0.249071 0.953131 -1.9191 0.00102422 0.00141366 0.374956 3.34662 -0.160689 -0.354132 -0.339089 -0.610043 -0.0745941 0.000642242 -0.639267 0.420805 8.24184 -0.392555 -1.43381 -2.09421 0.000934272 0.831045 -0.548917 0.000766634 -1.43996 -2.14827 0.0971468 internal_weight=0 189 83 63 106 86 43 43 363107 409 387 132 41 91 255 214 111 68 362698 362467 747 105 642 608 56 231 140 361720 165 71 49 120 91 54 361555 73 103 361482 94 41 81 internal_count=363296 189 83 63 106 86 43 43 363107 409 387 132 41 91 255 214 111 68 362698 362467 747 105 642 608 56 231 140 361720 165 71 49 120 91 54 361555 73 103 361482 94 41 81 cat_boundaries=0 3 4 6 12 cat_threshold=1081344 0 4096 187 9437696 134479872 0 64 256 4194304 2097152 2147483648 is_linear=0 shrinkage=0.01 Tree=924 num_leaves=29 num_cat=1 split_feature=1 5 0 7 5 13 2 4 5 0 2 0 2 1 5 0 4 1 13 25 1 1 5 16 14 1 26 2 split_gain=3.08999e+06 1.2897e+07 1.35983e+07 6.67451e+06 6.00621e+06 7.16587e+06 1.71954e+06 6.7643e+06 2.01526e+06 3.56082e+06 1.61599e+06 830089 6.39405e+06 9.3587e+06 1.50012e+06 624429 499019 2.20171e+06 496163 466122 4.89912e+06 1.1369e+06 3.84906e+06 958487 763696 405352 368715 75867.5 threshold=2779.5510000000008 188.37900000000005 1836.963 25.207000000000004 2763.7525000000005 1280.8870000000004 2593.0505000000003 1291.5535000000002 575.25150000000008 497.87850000000003 1444.3300000000002 2773.7250000000004 26.254000000000001 522.78869700000007 763.31500000000017 53.8705 2632.2792750000003 629.11000000000013 10.503750000000002 0 1891.4572200000002 1461.4925000000003 1530.4632000000001 1333.2175000000002 517.63660000000004 143.07625000000004 2022.5000000000002 6.4413000000000009 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 2 left_child=6 2 15 -3 10 -6 11 8 9 25 -5 16 26 -14 -15 -2 19 18 27 20 24 23 -23 -21 -1 -8 -13 -18 right_child=1 3 -4 4 5 -7 7 -9 -10 -11 -12 12 13 14 -16 -17 17 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 leaf_value=0.029164267069322087 2.5766158651510875 -6.2354382085800175 10.396806217956543 -0.57059474316510295 6.809229382601651 -1.3574921144757952 0.37283679839892264 -4.9928127154181992 -1.9027882152133517 4.6044587554931642 -4.4488122413271949 -2.3768578529357911 8.242953685413708 -1.4846525926175327 2.089246644973755 0.5001920468466623 -0.48136165244238721 3.0248978858158506 1.0573325586318969 -0.0021994434773224261 4.293563448234841 -0.97475223777932118 3.5803395237922668 -0.74673347462463935 0.76147743516868649 -1.3010104191821554 -0.75602703590393061 -1.2877688617706298 leaf_weight=34257 30 20 25 22 22 21 39 34 36 20 21 32 22 23 24 28 28 29 20 327856 27 256 20 173 143 23 25 20 leaf_count=34257 30 20 25 22 22 21 39 34 36 20 21 32 22 23 24 28 28 29 20 327856 27 256 20 173 143 23 25 20 internal_value=0 1.27954 4.23161 -1.03199 0.178111 2.82083 0.000567733 -1.06283 0.069544 0.935446 -2.46461 0.00101307 0.812538 2.86 0.340317 1.5742 0.000731247 0.717889 -0.265983 0.000539468 0.0355402 -0.0031318 -0.644673 -0.00259211 0.0322085 -0.248107 -1.66597 -0.817365 internal_weight=0 189 83 106 86 43 363107 152 118 82 43 362955 126 69 47 58 362829 97 68 362732 34427 328305 276 328029 34400 62 57 48 internal_count=363296 189 83 106 86 43 363107 152 118 82 43 362955 126 69 47 58 362829 97 68 362732 34427 328305 276 328029 34400 62 57 48 cat_boundaries=0 7 cat_threshold=4 134217732 2644 106185232 4212881 277877866 2 is_linear=0 shrinkage=0.01 Tree=925 num_leaves=26 num_cat=0 split_feature=13 19 2 3 7 10 1 0 1 1 3 0 0 2 2 7 26 5 18 6 5 7 19 2 26 split_gain=4.1157e+06 6.86986e+06 1.31557e+07 2.55423e+06 1.8017e+07 7.11429e+07 1.2354e+07 7.62127e+06 987300 882887 3.89872e+06 2.83254e+06 738748 5.21651e+06 8.65556e+06 2.67198e+06 2.24481e+06 540015 464689 2.66136e+06 2.04269e+06 803768 530533 472363 102089 threshold=2899.2375000000006 575.81500000000017 1254.2925000000002 2692.2960000000003 148.25225000000003 26.251000000000001 1891.4572200000002 988.99750000000006 190.23400000000001 2779.5510000000008 1107.1660000000004 746.42750000000012 2773.7250000000004 26.254000000000001 720.28944000000013 710.08000000000004 2022.5000000000002 14.489570000000002 1050.0050000000003 1295.575 763.31500000000017 2690.3565000000003 425.06250000000006 78.697325000000021 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 -2 9 6 -6 8 -7 -5 12 11 17 18 16 -15 -16 -14 24 21 20 -20 22 -1 -23 -11 right_child=1 -3 -4 4 5 7 -8 -9 -10 10 -12 -13 13 14 15 -17 -18 -19 19 -21 -22 23 -24 -25 -26 leaf_value=-0.0011704660882346266 -0.60321194153083002 2.6168323837007796 -10.62313876724243 -0.4532185221941043 18.582599851989748 2.6008873853683476 -8.1669865649679441 -5.423238816754572 2.2795522632598879 -2.2318441554478237 -3.859163026213646 2.3517460116824589 -4.7161335515975953 5.8282946105957034 -3.6899197814941407 1.2139398279190063 -0.87481445098745414 0.21938916342599052 -0.49475160203949747 -3.8395460437593005 2.2668117819678399 -0.24737975067562526 0.29643484926794966 -1.8673298009236654 -1.2771133330961069 leaf_weight=361666 38 21 20 39 25 20 23 29 20 21 32 37 32 25 25 20 29 21 197 21 31 36 600 36 24 leaf_count=361666 38 21 20 39 25 20 23 29 20 21 32 37 32 25 25 20 29 21 197 21 31 36 600 36 24 internal_value=0 -2.28394 -4.05836 -0.00120649 1.2781 4.85552 -1.95031 -2.14809 0.473144 -0.0017565 -0.810303 0.136916 -0.00145556 -0.752273 1.11055 -1.51043 -2.88993 -1.10473 -0.0011843 -0.433034 -0.119276 -0.000887532 -0.00067756 -1.05735 -1.72265 internal_weight=0 79 58 363009 156 74 82 49 59 362853 135 103 362718 131 70 45 61 66 362587 249 228 362338 362266 72 45 internal_count=363088 79 58 363009 156 74 82 49 59 362853 135 103 362718 131 70 45 61 66 362587 249 228 362338 362266 72 45 is_linear=0 shrinkage=0.01 Tree=926 num_leaves=26 num_cat=0 split_feature=13 19 2 3 12 15 2 4 2 1 3 0 0 2 2 26 5 11 19 2 13 19 17 5 26 split_gain=4.03379e+06 6.73315e+06 1.28939e+07 2.5034e+06 2.24152e+07 3.68898e+07 2.74179e+07 3.4038e+06 1.95808e+06 865318 3.82113e+06 2.77617e+06 724047 5.1127e+06 8.48332e+06 2.20013e+06 1.70813e+06 542667 395495 2.09255e+06 1.63702e+06 703400 987769 703274 54083.3 threshold=2899.2375000000006 575.81500000000017 1254.2925000000002 2692.2960000000003 41.70600000000001 37.356000000000002 2593.0505000000003 970.01225000000011 148.17000000000004 2779.5510000000008 1107.1660000000004 746.42750000000012 2773.7250000000004 26.254000000000001 720.28944000000013 2022.5000000000002 658.22750000000008 23.808000000000003 1016.455 1092.7150000000004 972.56475000000012 762.32868000000008 656.18250000000012 1121.68056 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 -2 9 6 -6 7 8 -5 12 11 17 18 15 -15 -14 -16 24 21 20 -20 23 -23 -1 -11 right_child=1 -3 -4 4 5 -7 -8 -9 -10 10 -12 -13 13 14 16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 leaf_value=-0.00061683864966596846 -0.59717984870860452 2.5906642619413986 -10.516907230377196 2.1280773198604583 17.323852737426758 -1.8828544616699219 -9.5794772475106384 4.6607345683234085 -1.4929938632249833 -2.0198775672912599 -3.8205714362859728 2.3282285721237592 -4.6689722084999081 5.7700118255615234 -3.5781377774193177 -0.86606630415752028 0.32714102347691859 0.28149257278442386 -0.44452290236949921 -3.2827275197402295 2.4120753302781477 0.24876072358549312 2.373837778321628 -0.34791794678936266 -1.3334519017826427 leaf_weight=361682 38 21 20 32 20 20 28 28 28 24 32 37 32 25 21 29 24 20 157 23 23 89 29 584 22 leaf_count=361682 38 21 20 32 20 20 28 28 28 24 32 37 32 25 21 29 24 20 157 23 23 89 29 584 22 internal_value=0 -2.2611 -4.01778 -0.00119442 1.26532 7.7205 -0.960605 1.78176 0.438244 -0.00173893 -0.8022 0.135547 -0.00144101 -0.74475 1.09944 -2.86103 -1.49532 -1.09368 -0.00117246 -0.442439 -0.0795131 -0.000925269 0.771025 -0.00117671 -1.69159 internal_weight=0 79 58 363009 156 40 116 88 60 362853 135 103 362718 131 70 61 45 66 362587 203 180 362384 118 362266 46 internal_count=363088 79 58 363009 156 40 116 88 60 362853 135 103 362718 131 70 61 45 66 362587 203 180 362384 118 362266 46 is_linear=0 shrinkage=0.01 Tree=927 num_leaves=24 num_cat=0 split_feature=14 19 2 3 7 10 1 0 1 18 2 0 3 7 6 17 11 2 7 14 19 3 11 split_gain=1.97364e+06 5.55558e+06 1.16535e+07 2.14654e+06 1.61747e+07 6.67943e+07 1.15045e+07 8.66738e+06 1.07987e+06 949981 2.24854e+06 1.56199e+06 1.34425e+06 2.05018e+06 944250 655128 1.01368e+06 742552 500809 393657 383012 1.33991e+06 396332 threshold=2857.2975000000001 255.24934500000003 863.30000000000007 2692.2960000000003 148.25225000000003 26.251000000000001 1891.4572200000002 988.99750000000006 190.23400000000001 1050.0050000000003 351.55365000000006 746.42750000000012 327.31500000000005 759.38475000000005 16.786500000000004 2732.1750000000006 2995.7383125000001 60.196000000000005 6.2265000000000006 185.33634000000004 425.06250000000006 642.60925000000009 442.10084200000006 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 9 6 -6 8 -7 -5 15 11 14 -12 -14 18 16 20 -18 -11 -16 22 -22 -1 right_child=1 -3 -4 4 5 7 -8 -9 -10 10 12 -13 13 -15 19 -17 17 -19 -20 -21 21 -23 -24 leaf_value=-0.0024297070386181114 0.24044640533851855 2.3891519633928935 -9.4333014907836912 -0.58249340057373045 17.479262767388271 2.7140053157806396 -8.0877040186795313 -5.8431220810988851 2.2633904933929445 -0.12347081060895974 -0.028434985767711293 2.616579207867384 -5.3822122837248303 -1.3083120627403257 -0.31691902008923617 1.4762913950284324 -0.33342102146354213 -2.739458103387252 1.5971241972559975 -2.0148128024240335 0.39821989039347394 -1.267036999036681 0.15787086425249311 leaf_weight=360364 33 24 20 40 26 20 22 29 20 87 22 20 21 30 22 30 29 23 21 36 547 53 1549 leaf_count=360364 33 24 20 40 26 20 22 29 20 87 22 20 21 30 22 30 29 23 21 36 547 53 1549 internal_value=0 -1.60249 -3.41002 -0.00132971 1.1677 4.52387 -1.90197 -2.35042 0.366135 -0.00183553 -0.60725 -0.0235282 -2.09454 -2.9858 -0.341613 -0.00140309 -0.00152536 -1.39763 0.211089 -1.37078 -0.00132509 0.251122 -0.00174362 internal_weight=0 77 53 363011 157 75 82 49 60 362854 259 186 73 51 166 362595 362565 52 108 58 362513 600 361913 internal_count=363088 77 53 363011 157 75 82 49 60 362854 259 186 73 51 166 362595 362565 52 108 58 362513 600 361913 is_linear=0 shrinkage=0.01 Tree=928 num_leaves=25 num_cat=1 split_feature=13 5 4 10 2 12 5 1 2 1 9 0 26 4 5 26 11 10 4 10 1 25 1 6 split_gain=3.90862e+06 3.435e+06 1.71956e+06 2.08584e+07 4.05812e+07 1.22126e+07 3.84136e+06 2.72881e+06 2.12296e+06 5.26043e+06 3.81354e+06 1.49879e+06 1.05269e+06 1.21381e+06 868171 6.26226e+06 1.10015e+06 643746 4.7573e+06 555908 421128 4.03224e+06 899312 48790.8 threshold=2899.2375000000006 1530.4632000000001 2632.2792750000003 31.502750000000002 1800.6974500000001 345.12600000000003 1530.4632000000001 1256.4300000000001 2593.0505000000003 2779.5510000000008 26.246250000000003 988.99750000000006 2022.5000000000002 7.273200000000001 2763.7525000000005 2022.5000000000002 301.05075000000005 2855.9890500000006 346.82820000000009 294.59875000000005 1256.4300000000001 0 1097.7209 7.3040000000000012 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 19 8 4 7 -5 -7 23 14 10 12 -12 13 -10 17 -16 -17 20 -19 -2 22 -22 -1 -4 right_child=1 -3 3 5 -6 6 -8 -9 9 -11 11 -13 -14 -15 15 16 -18 18 -20 -21 21 -23 -24 -25 leaf_value=-0.0014455726780656574 0.58090763263702394 -4.6246614108366124 -0.82985700419970931 -9.0922028564370194 15.318801493644715 -2.7479286071777347 3.1318849430084232 3.2971754226684573 3.4046192030111952 -5.7081350369886925 -1.1495880334717887 -4.7338250961303707 -0.68483068713435413 0.36436809539794923 4.8922063728741243 0.28021466745649065 -2.4995771137873333 -1.1860652840137482 4.9603603973388672 -1.6558694795966147 -1.2261576415417241 0.41003237042304963 0.70753786505267613 -1.4765458507537841 leaf_weight=361773 25 34 28 23 24 25 20 20 24 22 28 20 27 29 28 35 24 34 20 20 245 361 179 20 leaf_count=361773 25 34 28 23 24 25 20 20 24 22 28 20 27 29 28 35 24 34 20 20 245 361 179 20 internal_value=0 -2.22574 -0.00116856 1.03529 4.13943 -3.16443 -0.134678 0.193773 -0.00162559 -1.19105 -0.414671 -2.64302 0.922339 1.74109 -0.00113369 0.997695 -0.850548 -0.00137333 1.09039 -0.413216 -0.00153594 -0.264931 -0.00109495 -1.09931 internal_weight=0 79 363009 160 92 68 45 68 362849 150 128 48 80 53 362699 87 59 362612 54 45 362558 606 361952 48 internal_count=363088 79 363009 160 92 68 45 68 362849 150 128 48 80 53 362699 87 59 362612 54 45 362558 606 361952 48 cat_boundaries=0 6 cat_threshold=134250496 262144 4416 0 0 1024 is_linear=0 shrinkage=0.01 Tree=929 num_leaves=26 num_cat=0 split_feature=13 5 3 12 15 2 4 2 1 3 0 0 2 2 7 26 10 11 9 0 26 0 0 8 26 split_gain=3.83084e+06 3.36664e+06 2.37811e+06 2.21164e+07 3.62306e+07 2.68476e+07 3.26432e+06 1.93532e+06 831720 3.73198e+06 2.73593e+06 708941 5.00803e+06 8.32849e+06 2.59416e+06 2.15683e+06 544845 535622 528306 1.05889e+06 361424 1.84194e+06 1.76099e+06 303682 52330.3 threshold=2899.2375000000006 1530.4632000000001 2692.2960000000003 41.70600000000001 37.356000000000002 2593.0505000000003 970.01225000000011 148.17000000000004 2779.5510000000008 1107.1660000000004 746.42750000000012 2773.7250000000004 26.254000000000001 720.28944000000013 710.08000000000004 2022.5000000000002 294.59875000000005 23.808000000000003 2724.2674800000009 474.32500000000005 2022.5000000000002 746.42750000000012 1266.1895000000002 704.68026050000014 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=2 16 8 5 -5 6 7 -4 11 10 17 18 15 -14 -15 -13 -2 24 20 23 22 -22 -1 -20 -10 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12 12 13 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 leaf_value=0.0078342578125233202 0.57509853858947757 -4.5784147632823275 2.1001957738399506 17.162429450988771 -1.8719160556793213 -9.5065365913936066 4.5552820559910367 -1.4997681498527526 -1.9969374585151674 -3.7694091445207598 2.3170208920659245 -4.6214765739440917 5.7160585266113273 -3.63019169921875 1.2017293071746826 -0.85617890489512483 -1.6393107770979405 0.28621957969665529 -1.0232147526741029 0.99682023547944565 -0.0089329575610947488 -0.51538108290316498 0.82670696185908843 -2.6365931680202483 -1.3217281163822521 leaf_weight=180976 25 34 32 20 20 28 28 28 24 32 37 32 25 25 20 29 20 20 28 21 180558 721 263 20 22 leaf_count=180976 25 34 32 20 20 28 28 28 24 32 37 32 25 25 20 29 20 20 28 21 180558 721 263 20 22 internal_value=0 -2.20348 -0.0011571 1.23326 7.64526 -0.977779 1.73592 0.420213 -0.00168781 -0.786455 0.140288 -0.00139572 -0.73691 1.0883 -1.48267 -2.83142 -0.409083 -1.08 -0.00112999 -0.876067 -0.000963456 -0.0109473 0.00902254 -1.69546 -1.67401 internal_weight=0 79 363009 156 40 116 88 60 362853 135 103 362718 131 70 45 61 45 66 362587 69 362518 181279 181239 48 46 internal_count=363088 79 363009 156 40 116 88 60 362853 135 103 362718 131 70 45 61 45 66 362587 69 362518 181279 181239 48 46 is_linear=0 shrinkage=0.01 Tree=930 num_leaves=33 num_cat=2 split_feature=3 16 2 9 5 0 2 1 26 6 4 25 2 24 3 8 9 5 17 3 2 0 1 11 3 0 3 1 1 4 7 19 split_gain=4.52854e+06 2.93276e+07 6.62687e+07 8.54472e+06 7.47013e+06 3.04021e+06 4.6348e+06 8.46209e+06 6.32901e+06 2.09051e+06 1.09376e+06 2.66773e+06 1.49966e+06 1.31225e+06 2.11557e+06 2.32225e+06 1.73946e+06 928448 874924 5.55508e+06 802961 2.13898e+06 1.99027e+06 718599 1.06199e+06 591374 2.59503e+06 749182 564511 516232 419925 185217 threshold=2692.2960000000003 86.379500000000021 2593.0505000000003 479.07240500000006 575.25150000000008 2773.7250000000004 26.254000000000001 367.53225000000003 2022.5000000000002 1118.3050000000001 1115.3337000000004 0 1800.6974500000001 1 387.47150000000005 244.75125 536.95000000000016 1287.5327000000002 1772.4296500000003 271.92750000000007 2593.0505000000003 988.99750000000006 9.1405000000000012 912.26085000000012 1471.8415000000002 1266.1895000000002 1854.9329420000001 1461.4925000000003 56.702905000000008 1876.5445000000002 148.25225000000003 242.88640000000001 decision_type=2 2 2 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 left_child=5 2 3 4 28 10 8 -8 -7 -9 18 12 17 14 16 -16 -13 29 20 30 25 22 -22 24 -15 27 -27 -1 -2 -12 31 -20 right_child=1 -3 -4 -5 -6 6 7 9 -10 -11 11 13 -14 23 15 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 leaf_value=-0.00040571424129717321 -1.4167046328953334 -6.5149853649139402 16.583633238269439 -4.9252723715040423 6.3829558231519616 -6.4155063752567072 5.21617283033288 -3.3895963545103331 0.21252515754699708 0.44957346252773123 -1.1217639233893955 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134 103 76 363135 142 83 59 60 362993 698 213 485 217 91 126 184 362295 95 362200 97 76 268 233 362103 450 361653 53 150 73 47 internal_count=363304 169 134 103 76 363135 142 83 59 60 362993 698 213 485 217 91 126 184 362295 95 362200 97 76 268 233 362103 450 361653 53 150 73 47 cat_boundaries=0 6 7 cat_threshold=143654912 4 64 1073741824 2099200 2147483648 3364 is_linear=0 shrinkage=0.01 Tree=931 num_leaves=40 num_cat=2 split_feature=2 16 4 6 1 10 4 1 7 6 7 5 1 6 10 12 5 9 25 9 6 10 12 15 2 7 12 10 25 5 10 4 26 1 1 4 2 15 4 split_gain=4.12895e+06 3.10105e+07 5.52448e+07 7.70346e+06 5.34081e+06 3.04549e+06 1.40604e+06 2.03403e+06 3.53246e+06 1.81068e+06 1.70069e+06 1.06216e+06 605469 531535 2.78746e+06 5.77087e+06 3.84223e+06 1.93956e+06 1.2077e+06 900383 2.362e+06 854447 778904 683644 3.50092e+06 965088 739685 723050 1.04226e+06 617192 605808 575600 557678 498090 459001 433367 316158 59458.9 48869.8 threshold=2593.0505000000003 86.379500000000021 2632.2792750000003 117.13140000000003 733.23400000000015 484.50915000000003 1876.5445000000002 1461.4925000000003 1489.0961200000002 415.75000000000006 1489.0961200000002 192.84375000000003 162.46050000000005 1118.3050000000001 686.95125000000019 114.52500000000002 834.63750000000016 732.3900000000001 0 732.3900000000001 1520.8892800000003 19.371300000000002 787.1346400000001 1797.3406500000003 420.88550000000004 2690.3565000000003 183.63875000000004 602.04700000000014 1 111.33000000000001 130.17000000000002 308.63840000000005 2022.5000000000002 53.925750000000008 16.365800000000004 678.56500000000017 778.91025000000013 2640.1488000000004 2632.2792750000003 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 9 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 33 -5 13 10 9 -9 11 34 -13 23 18 17 22 -16 21 32 -21 35 -17 25 26 27 37 30 -29 -27 -1 -23 -20 -2 38 -15 -14 -25 -8 right_child=1 -3 -4 5 -6 -7 7 8 -10 -11 -12 12 36 14 15 16 -18 -19 19 20 -22 31 -24 24 -26 29 -28 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 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30 28 24 66 22 23 39 25 89 20 21 38 24 29 20 37 20 242 830 20 5105 34 192 21 21 20 22 23 36 internal_value=0 1.45051 3.43299 0.431648 2.42498 -2.66005 -0.00129295 -0.735001 -2.28382 -0.524197 -0.23183 -0.625636 -1.51969 -0.000765184 0.293452 1.57451 0.0346025 4.39221 -0.0615073 0.290665 1.68405 -0.750144 -1.89082 -0.00126308 0.860655 -0.00148205 -0.167469 -0.00127722 -0.260601 -1.30259 -0.000507182 -1.60133 0.0977043 0.624033 0.0857585 -0.124752 -0.813969 0.461125 0.465169 internal_weight=0 196 157 125 76 49 363108 261 64 41 197 167 74 362847 613 133 86 47 480 322 41 158 47 362234 92 362142 72 362085 1072 57 361013 72 281 52 93 86 46 52 72 internal_count=363304 196 157 125 76 49 363108 261 64 41 197 167 74 362847 613 133 86 47 480 322 41 158 47 362234 92 362142 72 362085 1072 57 361013 72 281 52 93 86 46 52 72 cat_boundaries=0 6 12 cat_threshold=32768 0 256 0 2097152 2147483648 1024 1074069572 1573120 2097152 4096 1024 is_linear=0 shrinkage=0.01 Tree=932 num_leaves=34 num_cat=4 split_feature=3 16 4 8 0 8 1 1 4 26 4 25 15 24 3 5 10 14 6 17 3 11 25 9 3 9 9 25 11 9 11 1 19 split_gain=4.37086e+06 2.84895e+07 4.64494e+07 3.64869e+06 3.00121e+06 3.31596e+06 2.73548e+06 1.86184e+06 1.82688e+06 4.11492e+06 1.06322e+06 2.61949e+06 1.53909e+06 1.53688e+06 2.76228e+06 1.21725e+06 1.19224e+06 1.03099e+06 1.83141e+06 854208 5.43513e+06 481872 1.6131e+06 1.61739e+06 989561 813941 5.19393e+06 2.26025e+06 454600 602426 371079 275173 189929 threshold=2692.2960000000003 86.379500000000021 2632.2792750000003 53.794000000000004 2773.7250000000004 64.130787000000012 355.00374000000005 367.53225000000003 174.73500000000004 2022.5000000000002 1115.3337000000004 0 547.57500000000016 1 314.62380000000002 1287.5327000000002 602.04700000000014 450.01450000000006 685.98275000000012 1772.4296500000003 271.92750000000007 177.60300000000004 2 447.75250000000011 1854.9329420000001 406.08214000000004 383.33200000000005 3 912.26085000000012 100.12835000000001 265.63100000000003 1097.7209 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2099200 2147483648 723 202704544 134251560 528384 4456448 6313216 129 2 1536 134251620 1048592 74448896 2097152 2147484672 is_linear=0 shrinkage=0.01 Tree=933 num_leaves=38 num_cat=1 split_feature=3 16 2 9 5 4 20 2 2 2 1 24 12 10 6 16 3 7 4 9 7 3 13 2 2 16 13 2 4 10 18 10 12 1 10 1 9 split_gain=4.28388e+06 2.79225e+07 6.36112e+07 8.36455e+06 7.24357e+06 1.51541e+06 2.35686e+06 1.70384e+06 938946 2.86347e+06 1.08802e+06 1.09969e+06 930633 870602 793995 700833 1.00548e+07 1.82996e+06 1.46767e+06 1.22444e+06 1.63981e+06 992704 1.07295e+06 1.45836e+06 1.38517e+06 934958 889685 833073 1.14836e+06 1.0078e+06 807276 669820 966414 545258 497100 464434 61613.1 threshold=2692.2960000000003 86.379500000000021 2593.0505000000003 479.07240500000006 575.25150000000008 1115.3337000000004 232.87500000000003 720.28944000000013 1800.6974500000001 1444.3300000000002 367.53225000000003 0 156.47911999999999 1105.5920000000003 797.20500000000004 610.53250000000014 1278.9218000000003 815.13625000000013 297.30250000000007 732.3900000000001 397.76814000000007 1278.9218000000003 88.307100000000005 1254.2925000000002 669.1825 1037.2512500000003 734.73800000000006 1800.6974500000001 586.56060000000014 484.50915000000003 15.083000000000002 2855.9890500000006 1922.9850000000004 56.702905000000008 306.86880000000008 90.42110000000001 54.963750000000005 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 left_child=5 2 3 4 33 15 8 -8 9 10 11 -7 14 -12 -10 21 17 19 35 26 -21 27 23 24 -23 -20 -17 31 29 -29 34 32 -1 -2 -24 -19 -33 right_child=1 -3 -4 -5 -6 6 7 -9 12 -11 13 -13 -14 -15 -16 16 -18 18 25 20 -22 22 30 -25 -26 -27 -28 28 -30 -31 -32 36 -34 -35 -36 -37 -38 leaf_value=-0.00084856838493225378 -1.4048525919233048 -6.3621455616269795 16.227547013990339 -4.8923409393098618 6.2737501592221463 0.72294438102191549 -0.51111772993336557 -4.1844227923665729 0.87545907883417051 2.787365797412011 -1.2443745377917348 -0.38339046050064829 -2.9910402035713197 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-0.0359604 0.0922419 -0.000410773 0.654714 0.922769 -1.66264 -0.000762666 -0.000617561 -0.446436 -0.959318 -2.66566 -1.27886 internal_weight=0 169 134 103 76 363135 739 51 688 617 586 390 71 196 47 362396 684 655 85 570 72 361712 345 277 242 44 498 361367 194 173 68 361173 361132 53 48 41 41 internal_count=363304 169 134 103 76 363135 739 51 688 617 586 390 71 196 47 362396 684 655 85 570 72 361712 345 277 242 44 498 361367 194 173 68 361173 361132 53 48 41 41 cat_boundaries=0 1 cat_threshold=1292 is_linear=0 shrinkage=0.01 Tree=934 num_leaves=33 num_cat=4 split_feature=3 16 4 8 0 8 1 12 4 4 25 15 24 3 5 14 6 17 3 3 11 25 9 3 9 9 25 11 9 11 1 14 split_gain=4.19863e+06 2.73669e+07 4.49682e+07 3.56086e+06 2.92506e+06 3.26246e+06 2.6858e+06 2.38796e+06 1.7539e+06 1.02023e+06 2.56303e+06 1.4956e+06 1.61665e+06 3.10393e+06 1.17731e+06 1.01121e+06 1.7922e+06 834075 5.29999e+06 800540 471015 1.58071e+06 1.58287e+06 969519 799065 5.09112e+06 2.21617e+06 444478 588726 360264 267951 123998 threshold=2692.2960000000003 86.379500000000021 2632.2792750000003 53.794000000000004 2773.7250000000004 64.130787000000012 355.00374000000005 235.67175000000006 31.097000000000005 1115.3337000000004 0 547.57500000000016 1 314.62380000000002 1287.5327000000002 450.01450000000006 685.98275000000012 1772.4296500000003 271.92750000000007 1471.8415000000002 177.60300000000004 2 447.75250000000011 1854.9329420000001 406.08214000000004 383.33200000000005 3 912.26085000000012 100.12835000000001 265.63100000000003 1097.7209 17.427500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 left_child=4 2 3 8 9 6 -6 -7 -2 17 14 12 19 -14 27 -13 -17 20 29 -12 24 22 -22 -23 25 -1 -26 28 -11 31 -16 -19 right_child=1 -3 -4 -5 5 7 -8 -9 -10 10 11 15 13 -15 30 16 -18 18 -20 -21 21 23 -24 -25 26 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.0011575359306907616 0.44481581659544084 -6.2985239743164607 13.974436676055193 -2.2551280391917512 -3.9767743218161842 2.4512643985090588 -0.3681675402323405 -1.7661009906768801 3.7496175992488863 -0.75238747651423876 -0.14298960299358757 -2.8324838274496575 -0.13122541253545644 2.4245765277816029 -1.9954948203794418 1.8366917222738266 -2.2165115483601889 0.47930893821101039 5.2394977803663778 -2.1542535963925449 0.23238530726659867 -0.052501111837785164 1.1565009171907292 2.0547592630169609 0.3998494593454075 2.2443142710109747 -0.48825522244332797 0.5006017293930054 -2.3343278204600018 -1.5033028907775878 -3.4200524753072989 -0.50233165519820022 leaf_weight=356259 42 35 32 34 55 29 33 25 26 109 197 27 113 82 31 20 24 31 22 22 1344 2882 215 22 383 101 994 20 30 20 23 22 leaf_count=356259 42 35 32 34 55 29 33 25 26 109 197 27 113 82 31 20 24 31 22 22 1344 2882 215 22 383 101 994 20 30 20 23 22 internal_value=0 1.57533 3.63194 0.387235 -0.00122791 -1.43618 -2.62355 0.49878 1.70842 -0.000666566 -0.382614 0.0312824 0.261894 0.897497 -1.26704 -1.30901 -0.374146 6.9297e-05 0.936949 -0.329967 -0.000176433 0.10192 0.357536 -0.0364116 -0.00145016 -0.000521121 -0.241879 -0.893258 -1.09381 -0.359709 -2.60225 0.0718355 internal_weight=0 169 134 102 363135 142 88 54 68 362993 698 485 414 195 213 71 44 362295 95 219 362200 4463 1559 2904 357737 356360 1377 159 139 73 54 53 internal_count=363304 169 134 102 363135 142 88 54 68 362993 698 485 414 195 213 71 44 362295 95 219 362200 4463 1559 2904 357737 356360 1377 159 139 73 54 53 cat_boundaries=0 6 7 14 20 cat_threshold=143654912 4 64 1073741824 2099200 2147483648 730 202704544 134251560 528384 4456448 6313216 129 2 1536 134251620 1048592 74448896 2097152 2147484672 is_linear=0 shrinkage=0.01 Tree=935 num_leaves=26 num_cat=0 split_feature=3 10 7 12 5 1 8 11 17 19 0 15 15 10 8 9 11 8 2 2 1 1 7 1 17 split_gain=4.54115e+06 1.86434e+07 6.58946e+07 9.95744e+06 7.90729e+06 2.58737e+06 609765 1.47657e+06 585093 2.43981e+06 4.68604e+06 1.41255e+06 932524 556449 2.53793e+06 574197 2.47235e+06 2.76585e+06 2.53116e+06 1.01236e+06 3.43604e+06 724156 341270 498146 173126 threshold=2692.2960000000003 147.93337000000002 148.25225000000003 1092.2600000000002 139.80500000000004 290.01425000000006 2877.4750000000008 1156.9900000000002 1471.0585000000003 762.32868000000008 97.279000000000025 521.50900000000013 52.63300000000001 2855.9890500000006 818.62500000000011 732.3900000000001 214.87597000000002 1548.5050000000003 1444.3300000000002 1800.6974500000001 959.97700000000009 2779.5510000000008 19.649875000000005 442.05400000000003 1772.4296500000003 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 4 -3 5 -2 8 22 13 11 -11 12 24 15 -15 19 17 -17 -18 21 -21 -1 -8 -24 -10 right_child=1 3 -4 -5 -6 -7 7 -9 9 10 -12 -13 -14 14 -16 16 18 -19 -20 20 -22 -23 23 -25 -26 leaf_value=-0.00089426202631657386 0.016751740670973254 -6.2463719847542905 16.778929933408897 1.410250877611565 -4.6441795056660968 4.6301198689937593 0.93183562596638991 -2.8330200840876656 0.53523821136225824 -0.82664049279689789 5.861435865380547 -1.7176806720934417 2.0574978221696001 0.74414850124054488 -3.4033228370666508 -0.30053549660760359 0.58542682402211765 3.0337152194976809 3.1888228230249314 0.10637387871742249 -2.5719987762508105 0.96274750101260653 -1.6013735103607178 0.57922959899902349 -0.58161755214418687 leaf_weight=361216 31 35 30 33 30 20 24 26 23 20 22 38 29 36 25 577 337 26 42 168 67 78 22 20 35 leaf_count=361216 31 35 30 33 30 20 24 26 23 20 22 38 29 36 25 577 337 26 42 168 67 78 22 20 35 internal_value=0 1.59262 4.1186 -2.53066 -0.570416 1.82592 -0.000551659 -0.814566 -0.000345204 0.591426 2.67664 -0.109205 0.593348 -0.000617773 -0.955635 -0.000457072 0.241025 -0.15677 0.87393 -0.001113 -0.657247 -0.000686221 -0.0194177 -0.562991 -0.138726 internal_weight=0 179 111 68 81 51 362831 92 362739 167 42 125 87 362572 61 362511 982 603 379 361529 235 361294 66 42 58 internal_count=363010 179 111 68 81 51 362831 92 362739 167 42 125 87 362572 61 362511 982 603 379 361529 235 361294 66 42 58 is_linear=0 shrinkage=0.01 Tree=936 num_leaves=27 num_cat=0 split_feature=3 2 12 9 2 2 8 11 17 21 3 4 16 3 16 9 3 2 1 1 17 18 1 12 1 2 split_gain=4.45078e+06 1.62391e+07 4.32853e+07 3.62302e+06 2.19472e+06 1.63227e+06 597630 1.44719e+06 573449 2.5803e+06 1.44961e+06 1.8761e+06 504013 1.45201e+06 542415 1.48074e+06 1.38637e+06 754268 3.83721e+06 938308 610132 389829 260166 249618 248687 365507 threshold=2692.2960000000003 2593.0505000000003 85.539750000000012 479.07240500000006 1254.2925000000002 266.08684 2877.4750000000008 1156.9900000000002 1471.0585000000003 138.65955000000002 974.18930000000012 480.16275000000002 1907.6205000000002 407.24088000000006 940.75000000000011 636.6312200000001 476.54200000000009 1800.6974500000001 959.97700000000009 1097.7209 40.412350000000011 692.93500000000006 3.4888200000000009 77.002449999999996 469.42150000000009 1.2497130000000003 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 5 22 8 24 12 10 11 21 14 23 17 20 -17 19 -19 -1 -16 -10 -2 -14 25 -8 right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12 -13 13 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.0010930874218221772 1.5924591389408818 -1.3594504693349203 17.359649229503813 -2.8660536863864996 3.614948597862607 -2.4013305318923224 0.36753995971679687 -2.8046898577763484 0.1108642154186964 2.8374133182183288 -2.4365567025271329 3.0607521701994398 -0.49607080710900797 -2.9164468777698023 -0.42378343945796337 0.60600022809846066 4.0531968955993651 0.29962846743093957 -2.2178577968809341 0.3534517273518013 0.65228501333909872 -1.4593070853324164 0.087664091289043428 0.79741903839111328 0.87934465317499078 -1.4461745653152465 leaf_weight=361205 27 30 21 39 21 21 25 26 64 39 22 21 37 23 109 28 20 185 90 748 102 21 20 25 21 20 leaf_count=361205 27 30 21 39 21 21 25 26 64 39 22 21 37 23 109 28 20 185 90 748 102 21 20 25 21 20 internal_value=0 1.5767 6.34841 -0.324535 0.789165 -0.0835039 -0.000546143 -0.806421 -0.000341752 0.585512 -0.100614 0.384204 -0.000611596 -0.770558 -0.00043105 0.457037 2.04233 -0.000758149 -0.524276 -0.000360397 0.0964013 -0.27706 0.952121 0.0254977 -0.0192236 -0.438555 internal_weight=0 179 51 128 89 68 362831 92 362739 167 128 106 362572 85 362487 259 48 362228 275 361953 211 85 47 62 66 45 internal_count=363010 179 51 128 89 68 362831 92 362739 167 128 106 362572 85 362487 259 48 362228 275 361953 211 85 47 62 66 45 is_linear=0 shrinkage=0.01 Tree=937 num_leaves=25 num_cat=0 split_feature=3 10 7 12 5 1 8 11 17 21 3 3 10 8 9 11 8 2 2 1 1 7 1 13 split_gain=4.36221e+06 1.84022e+07 6.44889e+07 9.55022e+06 7.77129e+06 2.5434e+06 585738 1.41839e+06 562038 2.52895e+06 1.42076e+06 1.72466e+06 544655 2.48125e+06 560422 2.41896e+06 2.71508e+06 2.48643e+06 979573 3.30394e+06 704488 332505 480138 274308 threshold=2692.2960000000003 147.93337000000002 148.25225000000003 1092.2600000000002 139.80500000000004 290.01425000000006 2877.4750000000008 1156.9900000000002 1471.0585000000003 138.65955000000002 974.18930000000012 182.95234000000002 2855.9890500000006 818.62500000000011 732.3900000000001 214.87597000000002 1548.5050000000003 1444.3300000000002 1800.6974500000001 959.97700000000009 2779.5510000000008 19.649875000000005 442.05400000000003 308.5800000000001 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 2 4 -3 5 -2 8 21 12 10 11 23 14 -14 18 16 -16 -17 20 -20 -1 -8 -23 -10 right_child=1 3 -4 -5 -6 -7 7 -9 9 -11 -12 -13 13 -15 15 17 -18 -19 19 -21 -22 22 -24 -25 leaf_value=-0.00087988858059151378 0.0136931090201101 -6.1745414178030833 16.595084694226582 1.3238859581224847 -4.6067928104400639 4.5876942908167839 0.9199267578125 -2.7766429637028618 0.0025323720907760878 2.8090392064436891 -2.4121910962191495 2.6178313581760113 0.73524665772914888 -3.3656476623535156 -0.29779476137880229 0.57821308058341114 3.0057114283855144 3.1584993907383514 0.1022829575339953 -2.5241001820920119 0.94958547228421919 -1.575020116892728 0.56580659866333005 -1.3283154476256598 leaf_weight=361216 31 35 30 33 30 20 24 26 59 39 22 26 36 25 577 337 26 42 168 67 78 22 20 21 leaf_count=361216 31 35 30 33 30 20 24 26 59 39 22 26 36 25 577 337 26 42 168 67 78 22 20 21 internal_value=0 1.56093 4.07051 -2.5356 -0.568215 1.80742 -0.000540682 -0.798356 -0.000338335 0.579657 -0.0996078 0.380362 -0.00060548 -0.945448 -0.00044649 0.238122 -0.155355 0.864155 -0.0010945 -0.646516 -0.000674692 -0.0190313 -0.555579 -0.346815 internal_weight=0 179 111 68 81 51 362831 92 362739 167 128 106 362572 61 362511 982 603 379 361529 235 361294 66 42 80 internal_count=363010 179 111 68 81 51 362831 92 362739 167 128 106 362572 61 362511 982 603 379 361529 235 361294 66 42 80 is_linear=0 shrinkage=0.01 Tree=938 num_leaves=24 num_cat=2 split_feature=3 10 4 15 26 2 8 13 17 21 3 4 10 8 9 25 2 14 2 24 9 7 10 split_gain=4.2754e+06 1.8036e+07 6.48319e+07 8.56464e+06 3.13425e+06 779616 574081 1.0585e+06 550853 2.47862e+06 1.39249e+06 1.82944e+06 533816 2.43187e+06 549270 2.45087e+06 3.74874e+06 3.09805e+06 960079 2.72925e+06 617326 451525 404008 threshold=2692.2960000000003 147.93337000000002 2632.2792750000003 232.65000000000003 2022.5000000000002 1092.7150000000004 2877.4750000000008 308.5800000000001 1471.0585000000003 138.65955000000002 974.18930000000012 480.16275000000002 2855.9890500000006 818.62500000000011 732.3900000000001 0 778.91025000000013 1867.1242800000002 1800.6974500000001 1 406.08214000000004 148.25225000000003 7.283500000000001 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 left_child=6 2 4 -3 5 -2 8 22 12 10 11 21 14 -14 18 16 -16 -17 20 -20 -1 -10 -8 right_child=1 3 -4 -5 -6 -7 7 -9 9 -11 -12 -13 13 -15 15 17 -18 -19 19 -21 -22 -23 -24 leaf_value=9.5736813527195309e-05 0.71400337355477472 -5.5705631324572442 18.978743398085886 1.6053602850026099 -1.9926911691518931 3.2628854333786741 -0.72086784424320338 -2.1592211706978937 0.19403286012013754 2.7809487876372461 -2.3880692195892332 3.0196108646619888 0.72789420174227815 -3.3319911491394043 0.68662399520718953 -0.094143800384417081 4.6834296591528535 3.4803557014465332 0.55818734477306242 -1.5479251815432267 -0.22440686832758786 -1.4055433673858642 0.96943642542912412 leaf_weight=360065 28 39 23 29 39 21 31 35 60 39 22 21 36 25 123 805 29 25 106 129 1229 25 26 leaf_count=360065 28 39 23 29 39 21 31 35 60 39 22 21 36 25 123 805 29 25 106 129 1229 25 26 internal_value=0 1.54532 4.02981 -2.51024 0.122702 1.80638 -0.000535275 -0.790373 -0.000334952 0.57386 -0.0986118 0.376559 -0.000599425 -0.935993 -0.000442025 0.235741 1.35972 0.0133609 -0.00108355 -0.640051 -0.000667945 -0.276431 0.0501481 internal_weight=0 179 111 68 88 49 362831 92 362739 167 128 106 362572 61 362511 982 152 830 361529 235 361294 85 57 internal_count=363010 179 111 68 88 49 362831 92 362739 167 128 106 362572 61 362511 982 152 830 361529 235 361294 85 57 cat_boundaries=0 6 7 cat_threshold=1048576 134217728 1048832 0 0 1025 3402 is_linear=0 shrinkage=0.01 Tree=939 num_leaves=37 num_cat=0 split_feature=3 10 4 12 26 1 12 13 1 16 5 7 8 10 12 4 2 1 1 3 5 11 4 13 2 2 16 13 10 9 5 10 2 5 11 12 split_gain=4.19032e+06 1.76771e+07 6.35417e+07 9.28652e+06 3.07188e+06 834121 575885 3.20325e+06 2.57709e+06 970372 5.54284e+06 1.7302e+06 2.68272e+06 1.18049e+06 1.15284e+06 1.14379e+06 921319 4.01922e+06 5.67622e+06 3.46639e+06 2.08061e+06 1.6313e+06 1.0584e+06 930955 2.9497e+06 945091 912546 1.06021e+06 689913 654872 1.47014e+06 746351 451498 718458 371533 5464.35 threshold=2692.2960000000003 147.93337000000002 2632.2792750000003 1092.2600000000002 2022.5000000000002 959.97700000000009 1521.0400000000002 345.91750000000008 1097.7209 940.75000000000011 1530.4632000000001 349.25600000000003 759.5725000000001 1105.5920000000003 543.33000000000004 297.30250000000007 1800.6974500000001 959.97700000000009 554.77325000000008 974.18930000000012 1287.5327000000002 12.511000000000001 726.06900000000007 1280.8870000000004 957.78375000000017 182.49450000000004 1333.2175000000002 1950.3035000000002 484.50915000000003 1889.5600000000002 435.02500000000003 1105.5920000000003 520.5395000000002 7.2831999999999999 1156.9900000000002 2813.3566500000006 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 left_child=6 2 4 -3 5 -2 9 8 32 16 11 12 14 15 -11 -13 23 18 21 22 -21 -18 -19 29 25 -25 27 28 -9 31 -31 -1 33 35 -30 -8 right_child=1 3 -4 -5 -6 -7 7 26 -10 10 -12 13 -14 -15 -16 -17 17 19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 34 30 -32 -33 -34 -35 -36 -37 leaf_value=-0.0008452618340650432 0.50996055908203131 -6.0734924327305384 18.788956504490066 1.3206879517526338 -1.9727642781917865 3.1199396228790284 -0.18038519800974512 -3.2244386343522509 3.7326798733797939 0.05730262740183685 4.7910218313762121 -1.4983941053789716 4.079094019390288 -2.8070657887061436 2.5354188010806129 0.74723726148406666 -1.0387506896754106 -1.8184947166442871 4.5819993195166955 -6.1707258308410644 -1.9541254936565053 1.2931267697811126 1.4348107719421388 0.66759602103914528 4.1311574294350359 -0.98455717314844549 -2.9369443575541179 0.48871691385904947 -1.9744869828224183 0.018112764792008833 -2.4299453565809461 0.47422344715573639 -1.1578201032601871 2.0120333812236786 -0.13666966004805131 0.013604183912277221 leaf_weight=361271 25 35 23 33 39 24 53 22 22 177 28 43 21 24 21 48 120 20 26 25 22 40 20 140 22 46 36 30 22 77 36 331 26 20 22 20 leaf_count=361271 25 35 23 33 39 24 53 22 22 177 28 43 21 24 21 48 120 20 26 25 22 40 20 140 22 46 36 30 22 77 36 331 26 20 22 20 internal_value=0 1.52987 3.98951 -2.48514 0.121475 1.78832 -0.000530195 -0.459647 0.588425 -0.000184488 0.517301 0.159025 0.680581 -0.834201 0.320133 -0.313885 -0.000701693 -0.581413 0.248425 -2.35555 -4.197 -0.455781 -0.191842 -0.00026366 0.668554 0.258999 -1.57918 -1.07002 -1.77853 -0.000648256 -0.7618 -0.000410398 0.00713456 0.332821 -1.05558 -0.127237 internal_weight=0 179 111 68 88 49 362831 273 141 362558 362 334 219 115 198 91 362196 273 186 87 47 160 40 361923 208 186 132 96 66 361715 113 361602 119 93 44 73 internal_count=363010 179 111 68 88 49 362831 273 141 362558 362 334 219 115 198 91 362196 273 186 87 47 160 40 361923 208 186 132 96 66 361715 113 361602 119 93 44 73 is_linear=0 shrinkage=0.01 Tree=940 num_leaves=27 num_cat=3 split_feature=8 15 6 12 2 1 13 26 0 6 4 4 2 25 2 2 11 25 7 7 1 25 0 11 8 4 split_gain=3.26064e+06 8.85989e+06 1.39024e+07 2.0391e+06 6.55845e+06 2.57606e+06 1.29313e+07 6.06648e+06 7.16857e+06 5.62118e+06 9.45219e+06 695616 2.85808e+06 1.81634e+06 2.04768e+06 917251 611866 2.16132e+06 3.84596e+06 1.69024e+06 1.21065e+06 4.7429e+06 1.87336e+06 342883 256118 104364 threshold=2877.4750000000008 1206.4050000000002 1913.0125000000005 2813.3566500000006 1092.7150000000004 2779.5510000000008 320.24300000000005 2022.5000000000002 267.74254750000006 1118.3050000000001 26.188250000000007 1517.5820000000001 2593.0505000000003 0 156.06525000000002 274.40500000000003 177.60300000000004 1 1489.0961200000002 512.23350000000016 959.97700000000009 2 1266.1895000000002 301.05075000000005 21.000235000000004 165.87000000000003 decision_type=2 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 left_child=3 2 23 5 24 11 7 9 -9 10 -7 16 13 15 -15 -13 20 18 -18 -19 22 -22 -1 25 -5 -2 right_child=1 -3 -4 4 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 -17 17 19 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=-0.0024552014555079323 -0.78356009801228843 3.0564473876953127 -9.7363098557790124 -0.25420886820012872 -6.2131092180989 3.1636921528407504 8.2069770249076512 0.55713335196177161 -7.3417964382171634 6.3070235881805425 -4.6025146087646487 -0.22223068065330631 -3.5035641929081511 -0.45619331332726204 1.4925984438757101 -1.8784971385982794 0.25258380106074413 -0.030411567509059913 2.9031068846157622 -0.97782679837658293 -1.6205246022209392 0.17382952416748076 0.69277905612281454 -1.8679707865281538 1.2897410672051566 0.19453351783752443 leaf_weight=356557 24 30 24 22 22 42 23 27 20 20 25 61 28 123 96 74 2442 1823 56 210 212 438 388 22 21 20 leaf_count=356557 24 30 24 22 22 42 23 27 20 20 25 61 28 123 96 74 2442 1823 56 210 212 438 388 22 21 20 internal_value=0 -1.6499 -3.21868 -0.00123416 -1.77225 -0.000916739 1.27974 0.0907414 -2.80411 1.65463 0.265854 -0.00147139 -0.427976 -0.18471 0.380689 -1.05217 -0.00102147 0.114456 0.310759 -0.127648 -0.00248466 -0.433663 -0.00169948 -0.848638 0.499813 -0.338972 internal_weight=0 120 90 362730 65 362665 157 134 47 87 67 362508 382 354 219 135 362126 4531 2498 2033 357595 650 356945 66 43 44 internal_count=362850 120 90 362730 65 362665 157 134 47 87 67 362508 382 354 219 135 362126 4531 2498 2033 357595 650 356945 66 43 44 cat_boundaries=0 6 13 18 cat_threshold=134250496 0 0 1073741824 0 2147483648 69568160 8422496 134746385 2152988672 272651520 1 2 1081856 0 64 0 2097152 is_linear=0 shrinkage=0.01 Tree=941 num_leaves=25 num_cat=0 split_feature=8 15 6 12 2 5 7 10 3 0 13 3 5 2 3 10 6 26 3 0 3 7 8 0 split_gain=3.19576e+06 8.68358e+06 1.36257e+07 1.99852e+06 6.42793e+06 935540 1.18906e+07 1.1531e+07 3.47361e+06 1.42467e+06 8.85255e+06 8.31706e+06 6.81752e+06 3.4736e+06 964758 2.04324e+06 856233 365032 1.24694e+06 944441 344442 327498 251021 105899 threshold=2877.4750000000008 1206.4050000000002 1913.0125000000005 2813.3566500000006 1092.7150000000004 2763.7525000000005 512.23350000000016 53.574000000000005 1107.1660000000004 2773.7250000000004 267.20500000000004 353.54500000000002 658.22750000000008 26.254000000000001 2692.2960000000003 137.37570000000002 27.114925000000003 2022.5000000000002 602.3524450000001 746.42750000000012 542.09453100000007 54.957000000000015 21.000235000000004 67.573000000000022 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 22 9 8 -8 23 14 11 13 -13 -11 17 16 -16 18 -1 -19 21 -2 -5 -7 right_child=1 -3 -4 4 -6 6 7 -9 -10 10 -12 12 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 -25 leaf_value=0.0070583807437182766 -0.42165612901960103 3.0258833376566572 -9.6389467652638761 -0.25166680292649701 -6.1509782470356331 -0.58778646322397088 10.555998656272889 0.36879261474609371 -4.9981641318581316 0.29987081152493839 6.9940789699554449 -7.8887251533269884 0.094317978568699043 4.3679690980911259 -1.269026485880216 0.90176620081851355 -3.7317450256347655 -0.0099254884078052736 0.42260984832418375 -0.37639026724583025 0.21735421316964285 -2.1316537165641787 1.2768436670303345 0.38009805202484132 leaf_weight=180229 21 30 24 22 22 26 20 25 22 61 21 20 23 32 48 38 20 180629 725 706 21 24 21 20 leaf_count=180229 21 30 24 22 22 26 20 25 22 61 21 20 23 32 48 38 20 180629 725 706 21 24 21 20 internal_value=0 -1.6334 -3.1865 -0.00122221 -1.75453 -0.000907971 0.908847 4.89644 -1.73 -0.00119152 0.951195 0.0181025 -3.61873 1.69965 -0.00160412 -0.955482 -1.99336 -0.00132503 0.00872331 -0.0113523 -0.840152 -1.33365 0.494815 -0.166967 internal_weight=0 120 90 362730 65 362665 113 45 68 362552 157 136 43 93 362395 106 68 362289 180954 181335 66 45 43 46 internal_count=362850 120 90 362730 65 362665 113 45 68 362552 157 136 43 93 362395 106 68 362289 180954 181335 66 45 43 46 is_linear=0 shrinkage=0.01 Tree=942 num_leaves=24 num_cat=0 split_feature=8 15 3 12 3 1 13 26 0 3 4 0 3 4 10 0 7 15 4 1 3 3 8 split_gain=3.13216e+06 8.51077e+06 1.14388e+07 1.95875e+06 4.69032e+06 2.52559e+06 1.26267e+07 5.94186e+06 7.02001e+06 3.06982e+06 2.75258e+06 1.02835e+06 806540 3.70395e+06 4.59961e+06 1.63405e+06 575726 457186 1.58399e+06 422609 5.46803e+06 1.18533e+06 250515 threshold=2877.4750000000008 1206.4050000000002 1854.9329420000001 2813.3566500000006 476.54200000000009 2779.5510000000008 320.24300000000005 2022.5000000000002 267.74254750000006 642.60925000000009 1517.5820000000001 635.67100000000016 2692.2960000000003 1517.5820000000001 137.37570000000002 5.882454000000001 710.08000000000004 2640.1488000000004 63.015000000000008 959.97700000000009 1854.9329420000001 1854.9329420000001 9.6363000000000003 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 22 12 7 9 -9 11 -11 -7 17 14 15 -14 -2 19 -19 21 -21 -1 -5 right_child=1 -3 -4 4 -6 6 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 leaf_value=-0.00045739242672308535 -0.28038792341183394 2.9956245371500647 -9.2393873927904213 -0.78035049009323121 -5.7663435175418849 -1.8952555411202567 8.1123195250137989 0.55350881276307284 -7.2631467332839961 5.9683559513092046 1.0713379907608032 1.2731252365112304 0.52957866109650709 -3.7951058258548858 3.9537353436152145 -2.7240800421165701 -2.1598523126329696 2.8310924659572221 -0.96755622682117282 -0.38397326515935898 3.397757697105408 -1.0733664866674293 0.72119418220520015 leaf_weight=361338 39 30 23 20 20 21 23 27 20 22 24 20 29 31 24 33 28 23 21 866 40 103 25 leaf_count=361338 39 30 23 20 20 21 23 27 20 22 24 20 29 31 24 33 28 23 21 866 40 103 25 internal_value=0 -1.61707 -3.15463 -0.00120999 -1.73699 -0.000898891 1.26715 0.0922379 -2.77273 1.63998 3.41339 -0.349704 -0.00144808 -0.831585 0.23666 -1.20221 -1.06584 -0.00118006 1.0181 -0.00130383 -0.217009 -0.00076314 0.053841 internal_weight=0 120 90 362730 65 362665 157 134 47 87 46 41 362508 117 86 62 67 362391 44 362347 906 361441 45 internal_count=362850 120 90 362730 65 362665 157 134 47 87 46 41 362508 117 86 62 67 362391 44 362347 906 361441 45 is_linear=0 shrinkage=0.01 Tree=943 num_leaves=21 num_cat=1 split_feature=8 15 6 9 2 5 19 10 3 5 2 9 4 6 25 3 4 9 2 5 split_gain=3.06983e+06 8.34141e+06 1.31993e+07 1.18353e+06 5.75432e+06 1.66423e+06 854477 836000 3.83489e+06 811467 3.71226e+06 7.57101e+06 3.52807e+06 1.98632e+07 2.37947e+06 1.8635e+06 679457 414856 489055 142701 threshold=2877.4750000000008 1206.4050000000002 1913.0125000000005 2724.2674800000009 1800.6974500000001 658.22750000000008 2812.9105000000004 2855.9890500000006 802.00500000000011 1121.68056 2593.0505000000003 29.390000000000004 2632.2792750000003 137.63850000000005 0 2692.2960000000003 179.27000000000001 1279.0000000000002 32.13750000000001 9.6735000000000024 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=3 2 17 6 5 19 7 9 16 12 14 -12 15 -14 -11 -1 -9 18 -2 -5 right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 11 -13 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.00075352276952981179 -0.42291828918457031 2.9656683235168457 -9.4737620417277011 0.96674365202585866 -5.4717049694061277 -1.6320438732419695 1.7155553334334801 -1.2204310443907074 4.8001033039093022 1.1018692235660554 0.69726467132568359 -7.1790749309373938 -1.7637975409451654 8.3862031157555119 -0.43976927587971887 -1.5367794341075272 1.1154294948577881 0.34682635716029575 -2.5208923683166504 2.1104626216888427 leaf_weight=361711 25 30 24 24 23 28 29 33 20 115 26 23 51 31 497 79 20 21 20 20 leaf_count=361711 25 30 24 24 23 28 29 33 20 115 26 23 51 31 497 79 20 21 20 20 internal_value=0 -1.6009 -3.12309 -0.00119789 -1.11721 0.273804 -0.000905528 -0.0010428 1.06899 -0.00125827 -0.351315 -2.99979 -0.00061885 2.0734 -0.139264 -0.00108893 -0.338974 -0.813749 -1.35535 1.48662 internal_weight=0 120 90 362730 95 72 362635 362606 73 362533 661 49 361872 82 612 361790 53 66 45 44 internal_count=362850 120 90 362730 95 72 362635 362606 73 362533 661 49 361872 82 612 361790 53 66 45 44 cat_boundaries=0 6 cat_threshold=0 0 4160 1073741824 0 2147483648 is_linear=0 shrinkage=0.01 Tree=944 num_leaves=24 num_cat=1 split_feature=8 15 6 9 2 1 15 4 3 4 5 10 5 3 0 6 11 1 25 1 9 2 5 split_gain=3.00874e+06 8.17541e+06 1.29366e+07 1.15998e+06 5.6398e+06 2.00333e+06 1.00775e+07 1.71831e+07 5.63031e+06 3.07442e+06 1.63112e+06 1.11148e+06 4.29061e+06 1.4865e+06 5.06879e+06 1.26146e+06 852216 636201 2.92771e+06 1.23525e+06 406601 479323 139861 threshold=2877.4750000000008 1206.4050000000002 1913.0125000000005 2724.2674800000009 1800.6974500000001 2779.5510000000008 85.940000000000012 2632.2792750000003 1107.1660000000004 14.450258500000002 658.22750000000008 2855.9890500000006 575.25150000000008 2692.2960000000003 53.8705 603.25250000000017 13.862250000000001 959.97700000000009 0 786.48464000000001 1279.0000000000002 32.13750000000001 9.6735000000000024 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 20 5 10 11 7 8 9 -7 22 13 16 17 -15 -16 -13 19 -19 -1 21 -2 -5 right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12 12 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 leaf_value=-0.0012011675277698284 -0.41868908462524418 2.9360113894144697 -9.3790243752797444 0.95707621415456134 -5.4169879208440364 3.0085030771153316 -4.7995108225941658 9.8888912598292027 -4.123953617640904 -1.0996336417728001 -1.6157234299182892 -1.6543300569534303 5.0403913429805209 1.5137248893011184 -1.8696476263999937 -4.7695966180165605 0.98380568504333499 -1.7723785273058223 -0.048434856768165321 0.58404867127496451 0.34335809525989347 -2.4956834125518799 2.0893580379486085 leaf_weight=361055 25 30 24 24 23 56 24 24 21 27 28 25 21 42 40 24 24 103 788 361 21 20 20 leaf_count=361055 25 30 24 24 23 56 24 24 21 27 28 25 21 42 40 24 24 103 788 361 21 20 20 internal_value=0 -1.58489 -3.09186 -0.00118573 -1.10604 -0.00089629 1.1469 2.26185 0.50176 1.67212 0.271066 -0.00137759 1.25859 -0.00162096 -1.18566 -2.95713 -0.362182 -0.00127454 -0.268159 -0.000616591 -0.805612 -1.3418 1.47175 internal_weight=0 120 90 362730 95 362635 152 128 104 83 72 362483 70 362413 106 64 49 362307 891 361416 66 45 44 internal_count=362850 120 90 362730 95 362635 152 128 104 83 72 362483 70 362413 106 64 49 362307 891 361416 66 45 44 cat_boundaries=0 6 cat_threshold=1049088 4 64 0 0 1024 is_linear=0 shrinkage=0.01 Tree=945 num_leaves=26 num_cat=2 split_feature=13 11 3 12 13 9 4 0 17 5 4 7 7 24 10 3 3 13 9 25 0 0 9 3 0 split_gain=1.67298e+06 4.32966e+06 3.81667e+06 2.07011e+07 5.0344e+07 1.64485e+07 3.38677e+06 2.17806e+06 1.31325e+06 1.19692e+06 1.21482e+06 2.14955e+06 698770 2.18199e+06 7.35254e+06 1.09256e+06 1.06747e+06 833672 491461 487344 1.43769e+07 4.94144e+06 447449 399365 222534 threshold=2899.2375000000006 2995.7383125000001 2692.2960000000003 41.70600000000001 642.7482500000001 149.28375000000003 1876.5445000000002 497.87850000000003 863.10525000000018 2763.7525000000005 1876.5445000000002 284.06400000000002 1113.0755000000001 0 893.42000000000007 870.71080000000018 339.65625000000006 683.01949999999999 2724.2674800000009 1 1836.963 2773.7250000000004 7.2255000000000011 3.4022500000000004 172.16250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 left_child=2 8 9 5 -5 6 7 -4 -2 12 11 24 18 14 22 16 -15 -17 19 20 -1 -21 -14 -20 -11 right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 -13 13 15 -16 17 -18 -19 23 21 -22 -23 -24 -25 -26 leaf_value=0.057519675790864346 -1.1678897911149102 -4.9012721664428716 1.3740487377460187 19.007704055786132 -3.1610470017932712 -7.8025239135742188 -1.5820485892662635 5.432999475479126 1.798977766418457 -0.87695076518588599 0.96151755291482677 -3.5628645156411562 0.61036671209335325 -0.67915297126770013 6.2933868335542229 -0.95151340781941129 0.5836858860830243 -2.8242306703509708 1.9660654300192126 -0.0017974935277616231 7.1244994170090257 -2.2140124521633187 -0.93442952060699469 0.058683306376139326 0.49559566861107235 leaf_weight=3919 37 25 39 20 21 25 26 20 25 27 23 34 30 270 21 85 89 33 23 358426 29 101 50 21 21 leaf_count=3919 37 25 39 20 21 25 26 20 25 27 23 34 30 270 21 85 89 33 23 358426 29 101 50 21 21 internal_value=0 -1.38815 -0.00127595 1.58824 7.65298 -0.672259 1.42488 2.74996 0.0284278 -0.00193679 -1.06945 -1.63912 -0.00162808 -0.34905 0.934691 -0.627313 -0.366081 -1.47524 -0.00107416 -0.00120244 0.109154 -0.00242063 -0.355131 1.05572 -0.276462 internal_weight=0 87 363353 151 41 110 85 59 62 363202 105 82 363097 578 101 477 359 118 362519 362475 3948 358527 80 44 48 internal_count=363440 87 363353 151 41 110 85 59 62 363202 105 82 363097 578 101 477 359 118 362519 362475 3948 358527 80 44 48 cat_boundaries=0 1 7 cat_threshold=2080 1048576 0 0 4194304 4196352 8392712 is_linear=0 shrinkage=0.01 Tree=946 num_leaves=29 num_cat=3 split_feature=13 11 3 12 13 4 2 0 7 11 25 10 3 3 10 18 13 2 24 0 0 26 18 12 25 0 0 0 split_gain=1.63969e+06 4.2435e+06 3.74072e+06 2.02891e+07 4.93422e+07 1.61878e+07 3.57143e+06 2.152e+06 917267 2.98083e+06 1.32593e+06 4.80954e+06 1.96087e+06 1.17085e+06 1.10815e+06 911884 662075 621485 4.2477e+06 4.05432e+06 2.23985e+06 1.9978e+06 584359 552399 496074 2.24579e+07 6.98744e+06 463232 threshold=2899.2375000000006 2995.7383125000001 2692.2960000000003 41.70600000000001 642.7482500000001 1876.5445000000002 957.78375000000017 24.190470000000001 1113.0755000000001 2995.7383125000001 0 1105.5920000000003 870.71080000000018 566.70675000000006 543.30775000000006 749.28243750000013 734.73800000000006 1800.6974500000001 1 1501.0951200000002 1266.1895000000002 2022.5000000000002 2924.8625000000006 193.28640000000004 2 2773.7250000000004 2773.7250000000004 227.58775000000003 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 left_child=2 15 8 5 -5 6 7 -4 17 10 11 14 13 -12 -10 23 -14 22 19 27 21 -20 24 -2 25 -1 -26 -19 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 12 -13 16 -15 -16 -17 -18 18 20 -21 -22 -23 -24 -25 26 -27 -28 -29 leaf_value=0.025152975468401388 0.34960258913040165 -4.8522595458984377 2.3342962031210623 18.817626853942869 -3.1294365110851472 -6.0539090852479669 5.5461363910493402 -1.8117328789120628 -0.14139378728537724 3.3144576204390752 -0.69993432044573256 3.5429910278320311 -1.656790687384144 1.2117943823999828 -2.2975821634928386 1.7227008838880631 -3.6433575339939286 -0.556892909425862 1.680885575413704 -6.1959820442199707 3.5278141668568486 -0.9757004812489386 1.6288017747618935 -1.9725654029846191 -0.004589054888680018 8.9839324358531414 -3.0987805933495087 -2.1188364850321126 leaf_weight=42545 20 25 31 20 21 37 21 21 116 21 291 35 62 36 30 21 23 49 48 20 23 69 22 21 319680 28 73 31 leaf_count=42545 20 25 31 20 21 37 21 21 116 21 291 35 62 36 30 21 23 49 48 20 23 69 22 21 319680 28 73 31 internal_value=0 -1.37427 -0.00126319 1.57235 7.57645 -0.665536 2.06556 0.659938 -0.00191742 -0.388103 -0.519223 0.20249 -0.821267 -0.489469 -0.584446 0.0281435 -2.19433 -0.00126346 -0.509968 -1.97174 0.629993 0.114181 -0.000926521 -0.839801 -0.00102548 0.0310378 -0.0052953 -1.16215 internal_weight=0 87 363353 151 41 110 73 52 363202 614 593 181 412 327 146 62 85 362588 240 100 140 117 362348 41 362326 42573 319753 80 internal_count=363440 87 363353 151 41 110 73 52 363202 614 593 181 412 327 146 62 85 362588 240 100 140 117 362348 41 362326 42573 319753 80 cat_boundaries=0 3 4 10 cat_threshold=32768 262144 4096 928 68157444 137658404 67600 3225420048 4331537 813699177 is_linear=0 shrinkage=0.01 Tree=947 num_leaves=29 num_cat=1 split_feature=13 11 3 12 13 9 1 6 17 5 4 6 2 24 6 2 1 6 1 3 8 8 0 10 5 5 2 2 split_gain=1.60706e+06 4.15905e+06 3.66628e+06 1.98854e+07 4.83603e+07 1.61272e+07 4.39863e+06 5.10992e+06 1.27121e+06 1.17148e+06 1.18734e+06 1.10801e+06 771132 4.41193e+06 6.34925e+06 3.19221e+06 2.13519e+06 2.51636e+06 1.91331e+06 7.32391e+06 1.75731e+06 1.44075e+06 1.32597e+06 969238 5.33177e+06 669027 458064 233346 threshold=2899.2375000000006 2995.7383125000001 2692.2960000000003 41.70600000000001 642.7482500000001 149.28375000000003 1891.4572200000002 6.7040000000000006 863.10525000000018 2763.7525000000005 1876.5445000000002 483.48500000000007 1800.6974500000001 0 45.621000000000009 2593.0505000000003 494.77402000000006 642.48675000000014 2779.5510000000008 642.60925000000009 903.726 156.92802250000003 885.78750000000014 1797.2975000000001 1287.5327000000002 992.2919965000001 54.263500000000001 55.08700000000001 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 8 9 5 -5 6 7 27 -2 12 11 26 18 14 15 -14 21 -18 23 22 -16 -15 -20 25 -25 -1 -11 -4 right_child=1 -3 3 4 -6 -7 -8 -9 -10 10 -12 -13 13 16 20 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 leaf_value=-0.0013197989584811741 -1.1491520808838509 -4.8037369949340825 2.7852928943634034 18.629451057434082 -3.0981421479724705 -7.7191791969299315 5.0443498627344772 -4.1532046089172363 1.7698430315017699 -1.4905381010560428 0.94986262694649071 -3.2354879106794083 1.1300580850931314 -1.3085881361491243 -2.3367250654174061 6.0854066481957068 -4.6482308708093107 -0.79595327123006188 -1.1585546887715659 6.4688068545948374 1.1666850883310491 1.7299919656515121 1.9360264825224878 0.079887797771579158 5.6071546220779416 -0.32696300978288995 0.41670342397689825 1.2760202866508847 leaf_weight=361946 37 25 20 20 21 25 24 20 25 34 23 28 26 71 41 26 39 30 45 22 22 20 20 137 20 632 20 21 leaf_count=361946 37 25 20 20 21 25 24 20 25 34 23 28 26 71 41 26 39 30 45 22 22 20 20 137 20 632 20 21 internal_value=0 -1.36053 -0.00125056 1.55663 7.50068 -0.658881 1.41768 -0.00920997 0.0278621 -0.00189825 -1.05801 -1.62119 -0.00159284 -0.530931 0.939707 3.60773 -1.54982 -2.97333 -0.00119163 1.4816 -1.11331 -0.640768 -0.206376 -0.00154727 0.783998 -0.00188742 -0.784152 2.01225 internal_weight=0 87 363353 151 41 110 85 61 62 363202 105 82 363097 275 115 52 160 69 362822 87 63 91 65 362735 157 362578 54 41 internal_count=363440 87 363353 151 41 110 85 61 62 363202 105 82 363097 275 115 52 160 69 362822 87 63 91 65 362735 157 362578 54 41 cat_boundaries=0 1 cat_threshold=3210 is_linear=0 shrinkage=0.01 Tree=948 num_leaves=37 num_cat=3 split_feature=7 25 3 3 11 16 1 5 3 7 15 10 5 12 5 1 0 1 0 5 19 25 0 15 20 6 15 5 0 6 16 25 7 11 4 26 split_gain=1.32489e+06 9.7092e+06 2.2392e+07 1.42628e+07 1.825e+07 3.25657e+06 3.15941e+06 1.76109e+07 2.87619e+07 6.37796e+06 1.58296e+06 1.9401e+06 1.66553e+06 1.45476e+06 948041 859951 793641 2.32949e+06 767088 547006 476267 1.84617e+06 2.54811e+06 2.25007e+06 3.08906e+06 1.35543e+06 687054 1.22335e+06 1.01692e+06 2.18776e+06 840856 532048 435462 417832 134436 690936 threshold=1113.0755000000001 0 2692.2960000000003 2692.2960000000003 912.26085000000012 1907.6205000000002 2779.5510000000008 14.489570000000002 148.57200000000003 322.90600000000012 857.77150000000006 686.95125000000019 350.27250000000004 679.73250000000019 2763.7525000000005 29.021875000000005 2773.7250000000004 200.44670000000002 286.09000000000009 228.71120000000002 222.42400000000001 1 474.32500000000005 175.01211000000004 75.787824500000013 987.12000000000012 952.35500000000013 1121.68056 1501.0951200000002 415.75000000000006 114.82850000000001 2 572.8955000000002 311.45550000000009 42.204250000000009 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 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=6 2 13 5 -5 10 16 8 18 -9 12 -12 15 19 -14 -3 20 34 -8 -2 26 23 25 33 -25 -23 28 30 31 -30 -28 -1 -24 -22 35 -18 right_child=1 3 -4 4 -6 -7 7 9 -10 -11 11 -13 14 -15 -16 -17 17 -19 -20 -21 21 22 32 24 -26 -27 27 -29 29 -31 -32 -33 -34 -35 -36 -37 leaf_value=0.1335282904128833 -1.0669442854256466 0.19411379488974967 -11.767956914901733 12.34454085531689 -0.42051640669504797 3.1290711622971754 -0.60864001522893485 -5.0735226925441195 15.152282720088959 2.0055009927749636 -0.52987870200322229 3.6128718566894533 -1.1554508749785877 -2.5705982511107988 -3.4586045513153079 -1.0006466282497752 0.8602839940786362 -2.9383575598398846 2.0691593074798584 0.81555931782180613 -0.048382358969067021 0.014512805515388085 -1.2621909112708514 3.0715478703393964 0.4889062205009293 2.5877478651773362 0.17232414251758207 -2.703745193688766 0.9873220893827942 -1.3322020828480623 -0.98020970068419377 -0.0028659973282921265 -2.8646654946463452 1.2482755592891148 0.85344172096252435 -1.3842825150489808 leaf_weight=2873 29 191 24 21 24 26 23 35 20 20 26 20 168 37 20 88 32 36 20 33 221 811 43 78 114 21 155 23 239 49 107 357713 28 28 20 24 leaf_count=2873 29 191 24 21 24 26 23 35 20 20 26 20 168 37 20 88 32 36 20 33 221 811 43 78 114 21 155 23 239 49 107 357713 28 28 20 24 internal_value=0 -0.434032 -2.86896 0.125775 5.53651 -0.323623 -0.000717258 1.63531 5.24492 -2.49933 -0.498613 1.27132 -0.672953 -1.00141 -1.40047 -0.182728 -0.00124965 -0.842908 0.636848 -0.0649666 -0.000989604 0.186907 -0.0748875 0.708593 1.5381 0.0794622 -0.00168883 -0.492485 -0.00130123 0.592681 -0.298367 -0.00177564 -1.89415 0.0974266 0.149673 -0.101673 internal_weight=0 707 123 584 45 539 362733 118 63 55 513 46 467 99 188 279 362615 112 43 62 362503 1344 903 441 192 832 361159 285 360874 288 262 360586 71 249 76 56 internal_count=363440 707 123 584 45 539 362733 118 63 55 513 46 467 99 188 279 362615 112 43 62 362503 1344 903 441 192 832 361159 285 360874 288 262 360586 71 249 76 56 cat_boundaries=0 4 11 17 cat_threshold=0 0 4112 1073741824 99328 1120 4112 67108864 2098176 0 2 0 4 0 4210688 4196352 276828168 is_linear=0 shrinkage=0.01 Tree=949 num_leaves=28 num_cat=1 split_feature=13 11 3 12 13 4 1 17 5 4 7 2 24 4 1 5 1 3 2 8 2 10 5 8 7 2 0 split_gain=1.54676e+06 4.05097e+06 3.57216e+06 1.96437e+07 4.73075e+07 1.58696e+07 4.69869e+06 1.25098e+06 1.12886e+06 1.16024e+06 2.07111e+06 759229 4.32762e+06 5.1528e+06 2.09823e+06 2.1292e+06 1.84397e+06 7.18829e+06 1.5502e+06 1.41173e+06 1.32021e+06 949916 5.21946e+06 890053 888328 601107 218219 threshold=2899.2375000000006 2995.7383125000001 2692.2960000000003 41.70600000000001 642.7482500000001 1876.5445000000002 522.78869700000007 863.10525000000018 2763.7525000000005 1876.5445000000002 284.06400000000002 1800.6974500000001 0 321.65125000000006 494.77402000000006 763.31500000000017 2779.5510000000008 642.60925000000009 2593.0505000000003 156.92802250000003 31.065000000000005 1797.2975000000001 1287.5327000000002 903.726 1113.0755000000001 148.17000000000004 172.16250000000002 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 2 left_child=2 7 8 5 -5 6 25 -2 11 10 26 16 13 18 19 -16 21 20 -13 -14 -18 24 -23 -15 -1 -4 -10 right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 -12 12 14 23 15 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=-0.0012791721107966525 -1.1321428949768479 -4.7329333435058594 1.1680364594092736 18.451325485229493 -3.0384684172130769 -6.0006347759349925 5.4496990497295679 1.7635396967172623 -0.85238354276727746 0.94623684509940775 -3.4836236594705019 1.2498763886574775 -1.2957449900264471 -2.4921900860468544 -4.5806155472832755 -1.0580708086490631 0.83687252180916927 6.3953228621049361 4.3418068509943346 1.7120750827193261 -2.1436279877372413 0.079505249949267318 5.5482474470138552 0.23124719500541688 -0.42909799850833269 -1.106686813263666 0.50679023515610466 leaf_weight=362092 37 25 26 20 21 37 26 25 27 23 34 31 71 30 37 32 42 22 34 20 23 137 20 20 486 21 21 leaf_count=362092 37 25 26 20 21 37 26 25 27 23 34 31 71 30 37 32 42 22 34 20 23 137 20 20 486 21 21 internal_value=0 -1.33476 -0.00122533 1.53653 7.44436 -0.66548 2.03864 0.0354711 -0.00186464 -1.03859 -1.5953 -0.00156485 -0.526802 0.929815 -1.53587 -2.94697 -0.00116674 1.45451 2.86719 -0.634686 -0.217766 -0.00151588 0.77616 -1.40282 -0.00185262 0.151671 -0.257745 internal_weight=0 87 363353 151 41 110 73 62 363202 105 82 363097 275 115 160 69 362822 87 65 91 65 362735 157 50 362578 47 48 internal_count=363440 87 363353 151 41 110 73 62 363202 105 82 363097 275 115 160 69 362822 87 65 91 65 362735 157 50 362578 47 48 cat_boundaries=0 1 cat_threshold=3210 is_linear=0 shrinkage=0.01 Tree=950 num_leaves=27 num_cat=0 split_feature=10 19 1 1 5 3 0 0 0 11 0 1 3 6 1 1 12 26 11 3 7 8 2 5 12 26 split_gain=2.33035e+06 7.27112e+06 4.62102e+06 2.83527e+06 1.28751e+07 1.40027e+07 5.85882e+06 4.06481e+06 2.58865e+06 2.47639e+06 1.6649e+06 3.28178e+06 8.23104e+06 1.17621e+06 4.16566e+06 1.5003e+06 920624 870266 765863 1.21595e+06 759603 726649 1.81046e+06 1.15764e+06 721056 151941 threshold=2855.9890500000006 575.81500000000017 1461.4925000000003 2779.5510000000008 14.489570000000002 191.28750000000002 2773.7250000000004 166.73750000000004 1501.0951200000002 241.39650000000003 2773.7250000000004 4.7879500000000013 191.28750000000002 1913.0125000000005 1097.7209 584.17800000000011 875.1645000000002 2022.5000000000002 1962.6297000000002 1471.8415000000002 174.05075000000002 998.8850000000001 351.55365000000006 2763.7525000000005 1521.0400000000002 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 20 10 5 7 8 -5 9 -6 13 25 -13 18 15 16 -15 -14 21 24 -2 23 -23 -1 -20 -12 right_child=1 -3 -4 4 6 -7 -8 -9 -10 -11 11 12 17 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 leaf_value=-0.0011039577273588826 -0.16318856874027765 4.0991456823348997 -5.9518078558785579 -0.92748632179366208 -2.5966321757435797 11.608746055603028 -5.3700992965698244 4.6684125488281252 3.2885399650959743 1.888978928565979 1.2231629673127205 -7.7691166374158298 -1.6605898706840747 -0.85290617619519649 -3.7970124713794604 2.0737270832061769 1.4716719183921814 0.69271762248873714 -0.70713399995428816 -2.9623181340807956 -2.2337216525919299 -0.044042198636917149 1.121252893725438 1.3880381027062734 1.380061056137085 0.19706535092106575 leaf_weight=361844 37 20 28 27 32 20 24 25 21 20 31 21 33 115 37 27 20 30 96 21 34 396 201 60 20 27 leaf_count=361844 37 20 28 27 32 20 24 25 21 20 31 21 33 115 37 27 20 30 96 21 34 396 201 60 20 27 internal_value=0 -1.40044 -2.51147 -0.000823665 1.29413 4.49782 -1.08387 1.76285 0.325297 -0.871397 -0.00142658 -1.08402 -2.34725 -0.0010029 -0.769596 -0.078149 -0.508524 -0.539967 -0.000581129 -0.748119 -1.15471 -0.000298612 0.348293 -0.000873652 -0.347273 0.745497 internal_weight=0 119 99 363148 169 72 97 52 73 52 362979 142 84 362837 199 162 135 63 362638 137 71 362501 597 361904 116 58 internal_count=363267 119 99 363148 169 72 97 52 73 52 362979 142 84 362837 199 162 135 63 362638 137 71 362501 597 361904 116 58 is_linear=0 shrinkage=0.01 Tree=951 num_leaves=27 num_cat=0 split_feature=4 10 7 15 6 11 3 10 8 16 8 6 18 8 4 20 4 11 19 10 6 12 7 7 5 5 split_gain=2.67124e+06 1.36513e+07 2.53328e+07 1.52812e+07 5.79736e+06 5.04691e+06 2.21298e+06 1.13876e+06 1.73703e+06 1.04249e+06 2.00538e+06 896188 556853 1.736e+06 879956 686815 1.31932e+06 698869 654527 582425 1.66538e+06 2.81744e+06 1.60728e+06 1.5289e+06 1.0741e+06 860388 threshold=2632.2792750000003 152.20455000000001 148.25225000000003 219.18300000000002 1913.0125000000005 1022.9471520000001 870.71080000000018 2855.9890500000006 704.68026050000014 2836.7725000000005 115.04250000000002 20.826328500000006 912.34500000000014 418.50114000000002 861.89750000000015 276.05950000000001 52.508000000000003 442.10084200000006 236.93870000000004 893.42000000000007 642.48675000000014 77.002449999999996 2690.3565000000003 418.14250000000004 111.33000000000001 2763.7525000000005 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 6 5 -5 -3 -2 9 11 12 -11 -9 19 15 18 17 -17 -14 -15 22 23 -22 25 -21 -24 -1 right_child=1 3 -4 4 -6 -7 -8 8 -10 10 -12 -13 13 14 -16 16 -18 -19 -20 20 21 -23 24 -25 -26 -27 leaf_value=-0.0006890840469025558 -0.95132502436637878 -5.1190654316402622 8.7599679811539186 -3.6624337844848633 3.9516066303253172 -12.138140724182129 -4.8968882088434134 -1.0774286252480967 -2.7856034871694204 -0.56422154965854832 3.8602966285943983 1.7154467780590057 0.066583242709956955 -2.2074941678841911 -2.9119746949595786 -0.31177246304658746 3.1044929008483888 -1.7863864525159201 -0.15450611530379815 0.33692862184241762 3.238236917739219 0.33950807042610953 -0.46708047906557715 -0.97399686525265383 -3.1055905801278572 1.1002434182502854 leaf_weight=361900 44 21 31 20 20 20 21 27 37 21 20 20 134 24 31 26 20 24 44 344 47 117 36 120 27 71 leaf_count=361900 44 21 31 20 20 20 21 27 37 21 20 20 134 24 31 26 20 24 44 344 47 117 36 120 27 71 internal_value=0 -1.22946 1.32152 -4.25284 0.144586 -8.543 -2.22605 -0.000670613 -1.16487 -0.000401217 1.59408 0.111029 -0.000581327 -0.429098 -1.51565 0.0981993 1.17356 -0.214881 -0.87909 -0.000223306 0.30405 1.17024 -0.000751112 -0.00210383 -1.59787 -0.000473138 internal_weight=0 177 96 81 40 41 65 363090 84 363006 41 47 362965 303 99 204 46 158 68 362662 628 164 362034 464 63 361971 internal_count=363267 177 96 81 40 41 65 363090 84 363006 41 47 362965 303 99 204 46 158 68 362662 628 164 362034 464 63 361971 is_linear=0 shrinkage=0.01 Tree=952 num_leaves=29 num_cat=1 split_feature=4 11 15 7 9 2 3 8 6 0 4 16 17 18 3 19 2 24 9 21 4 7 18 6 15 8 0 2 split_gain=2.61809e+06 1.0608e+07 1.35811e+07 1.27232e+07 3.57573e+07 3.73289e+06 745228 4.39664e+06 1.75994e+06 1.64875e+06 1.14659e+06 661411 1.78888e+06 538821 1.44654e+06 843626 684097 4.45686e+06 2.67689e+06 2.38121e+06 701919 4.46531e+06 571980 489670 444311 357654 244944 466.292 threshold=2632.2792750000003 149.94850000000002 307.61318750000004 148.25225000000003 31.110246000000004 957.78375000000017 2692.2960000000003 418.50114000000002 198.55450000000002 497.87850000000003 1115.3337000000004 2836.7725000000005 715.25850000000014 1050.0050000000003 227.56379000000001 255.24934500000003 778.91025000000013 0 235.99600000000001 80.814000000000007 1876.5445000000002 572.8955000000002 1378.2725000000003 571.28500000000008 2640.1488000000004 375.74740000000003 15.5815 19.645125000000004 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 left_child=6 3 -3 5 -5 26 11 8 9 27 -9 13 -13 16 23 -16 20 18 -18 -19 24 -22 -17 25 -1 -15 -2 -8 right_child=1 2 -4 4 -6 -7 7 10 -10 -11 -12 12 -14 14 15 22 17 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.0011612671939287258 0.2097451817072355 -9.0505035124719146 -0.15408066002098289 14.719539678573609 -3.7552936588634145 -5.6051442098617557 0.79706339469322784 -1.807008758691641 3.1065466526576451 -2.6141952562332156 -4.9486455426897322 -0.6531516461322705 3.3433665562811354 0.09458057409524917 -2.9250474529266359 -2.0206314172744753 1.7437811198572473 -0.2048757748408728 -0.35383778812363742 2.807159058606183 -0.43369879096746444 4.7887440134381709 0.24824856433868409 1.4340360637144611 -1.2181904994646708 -1.100689773671329 -1.2622638721466064 0.86128869342803949 leaf_weight=361249 26 32 37 20 22 20 26 26 21 20 21 24 21 115 30 20 254 941 80 27 64 22 25 22 30 32 20 20 leaf_count=361249 26 32 37 20 22 20 26 26 21 20 21 24 21 115 30 20 254 941 80 27 64 22 25 22 30 32 20 20 internal_value=0 -1.21716 -4.27996 0.739625 5.04225 -1.99841 -0.000663908 -0.746275 0.585092 -0.217189 -3.21072 -0.000388635 1.21189 -0.000538954 -0.470305 -1.6261 -0.000222899 0.228586 1.20527 -0.119627 -0.0010473 0.902275 -0.760143 0.0426242 -0.00126233 -0.165614 -0.430259 0.824987 internal_weight=0 177 69 108 42 66 363090 134 87 66 47 362956 45 362911 244 75 362667 1302 334 968 361365 86 45 169 361279 147 46 46 internal_count=363267 177 69 108 42 66 363090 134 87 66 47 362956 45 362911 244 75 362667 1302 334 968 361365 86 45 169 361279 147 46 46 cat_boundaries=0 1 cat_threshold=1048 is_linear=0 shrinkage=0.01 Tree=953 num_leaves=28 num_cat=3 split_feature=4 10 1 15 6 11 1 10 8 1 3 3 7 6 9 25 5 24 14 17 3 5 7 25 1 5 3 split_gain=2.56599e+06 1.3149e+07 2.81128e+07 1.47471e+07 5.67302e+06 4.89192e+06 2.6534e+06 1.11717e+06 1.70372e+06 1.21933e+06 6.50703e+06 4.36953e+06 1.73989e+06 877075 489322 1.95691e+06 2.19764e+06 1.47892e+06 1.42287e+06 3.14976e+06 1.95931e+06 845397 1.85839e+06 515040 1.4131e+06 695621 93842.2 threshold=2632.2792750000003 152.20455000000001 2779.5510000000008 219.18300000000002 1913.0125000000005 1022.9471520000001 522.78869700000007 2855.9890500000006 704.68026050000014 2779.5510000000008 1854.9329420000001 542.09453100000007 25.207000000000004 20.826328500000006 383.33200000000005 0 1874.1882800000003 1 1867.1242800000002 514.13250000000005 802.00500000000011 2763.7525000000005 44.877000000000002 2 786.48464000000001 1121.68056 19.643625000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 9 2 2 2 left_child=7 2 6 5 -5 -3 26 9 13 14 11 12 -11 -9 21 18 17 -17 20 -20 -16 23 -23 24 -1 -25 -2 right_child=1 3 -4 4 -6 -7 -8 8 -10 10 -12 -13 -14 -15 15 16 -18 -19 19 -21 -22 22 -24 25 -26 -27 -28 leaf_value=0.041629064042984679 -1.0755226155807232 -5.0157925124395462 10.418217253112793 -3.6183125667572025 3.9136312751770022 -11.926254226684572 -4.99955228805542 -1.0658750477543584 -2.7588808296822216 1.5761318505787458 -3.7789516878128051 5.151645151261361 -1.8226502017974855 1.6970578116178512 -0.31200671334841246 -0.3194846117421673 2.9364321330615453 0.42547278391209659 4.0688256991993299 -1.0723397937187782 -1.455227185137056 -0.073807954543676127 3.6754638342857362 -0.0024480952661969117 0.93174650925397873 -0.48990835621495293 -0.2094109231775457 leaf_weight=19487 29 21 25 20 20 20 20 27 37 61 24 31 20 20 1083 468 28 594 22 26 174 39 20 340456 180 293 22 leaf_count=19487 29 21 25 20 20 20 20 27 37 61 24 31 20 20 1083 468 28 594 22 26 174 39 20 340456 180 293 22 internal_value=0 -1.20499 1.29862 -4.17223 0.147659 -8.38675 -1.91251 -0.000657268 -1.15376 -0.000390438 0.946303 1.95886 0.736926 0.109841 -0.000745249 -0.14321 0.169538 0.0981845 -0.402646 1.28403 -0.470257 0.000201287 1.19713 5.34957e-06 0.0497505 -0.00286716 -0.701906 internal_weight=0 177 96 81 40 41 71 363090 84 363006 136 112 81 47 362870 2395 1090 1062 1305 48 1257 360475 59 360416 19667 340749 51 internal_count=363267 177 96 81 40 41 71 363090 84 363006 136 112 81 47 362870 2395 1090 1062 1305 48 1257 360475 59 360416 19667 340749 51 cat_boundaries=0 6 7 13 cat_threshold=2292220420 64 67108929 1073807393 6313984 2147484738 1225 2147483648 1146948 128 1111834912 4327553 276844586 is_linear=0 shrinkage=0.01 Tree=954 num_leaves=29 num_cat=2 split_feature=4 10 1 15 6 7 1 10 8 1 3 3 7 6 9 25 5 14 17 3 14 5 7 2 25 10 26 2 split_gain=2.51492e+06 1.28873e+07 2.75534e+07 1.44536e+07 5.56012e+06 3.31244e+06 2.6006e+06 1.09493e+06 1.66981e+06 1.19506e+06 6.37754e+06 4.28469e+06 1.39027e+06 859621 479555 1.88451e+06 1.97392e+06 1.40469e+06 3.08708e+06 2.20969e+06 1.35878e+06 828574 1.82141e+06 655825 4.28452e+06 590962 189561 148996 threshold=2632.2792750000003 152.20455000000001 2779.5510000000008 219.18300000000002 1913.0125000000005 1888.9124200000003 522.78869700000007 2855.9890500000006 704.68026050000014 2779.5510000000008 1854.9329420000001 642.60925000000009 25.207000000000004 20.826328500000006 383.33200000000005 0 1874.1882800000003 1867.1242800000002 514.13250000000005 802.00500000000011 1298.1175000000001 2763.7525000000005 44.877000000000002 778.91025000000013 1 893.42000000000007 2022.5000000000002 17.427500000000006 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 9 2 2 2 left_child=7 2 6 5 -5 -3 27 9 13 14 11 12 26 -9 21 17 20 19 -19 -16 -17 23 -23 25 -25 -1 -11 -2 right_child=1 3 -4 4 -6 -7 -8 8 -10 10 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 leaf_value=-0.0011098601776738002 -0.24266525300343833 -5.3903097836971279 10.314035208129884 -3.5821294822692868 3.8744950389862063 -11.07675995645069 -4.9495566720962527 -1.0552162912156846 -2.7312920400258656 2.0571370068718404 -3.7411622015635175 5.2482221346888052 -1.3719513988494874 1.6800872209072113 -0.30312076385743847 0.14365382832233037 2.7330790134956096 4.028137337077748 -1.0616163825988769 -1.5379257001621383 -2.2147576688766479 -0.073069886183127375 3.6387088546752935 0.83805348211282937 -0.46224484303388103 0.40883100064302036 0.93481265995237561 -1.3409174274262927 leaf_weight=359058 30 20 25 20 20 21 20 27 37 34 24 29 22 20 1055 1070 29 22 26 168 25 39 20 552 454 352 27 21 leaf_count=359058 30 20 25 20 20 21 20 27 37 34 24 29 22 20 1055 1070 29 22 26 168 25 39 20 552 454 352 27 21 internal_value=0 -1.19294 1.28563 -4.1305 0.146183 -8.30288 -1.89339 -0.000650666 -1.14223 -0.000386505 0.93684 1.93927 0.783129 0.108743 -0.000737768 -0.141773 0.156614 -0.403706 1.27119 -0.472742 0.0898088 0.000199274 1.18516 5.29606e-06 0.254975 -0.000708371 1.56037 -0.694887 internal_weight=0 177 96 81 40 41 71 363090 84 363006 136 112 83 47 362870 2395 1124 1271 48 1223 1095 360475 59 360416 1006 359410 61 51 internal_count=363267 177 96 81 40 41 71 363090 84 363006 136 112 83 47 362870 2395 1124 1271 48 1223 1095 360475 59 360416 1006 359410 61 51 cat_boundaries=0 6 11 cat_threshold=2292220420 0 67108929 1140916256 6313984 2147484738 2281734656 1092 4368 1142947840 2097152 is_linear=0 shrinkage=0.01 Tree=955 num_leaves=29 num_cat=0 split_feature=7 3 12 2 5 4 1 0 1 10 9 0 2 1 8 18 13 10 3 5 5 3 0 26 9 1 2 7 split_gain=3.1927e+06 1.08677e+07 3.52084e+07 3.53935e+06 1.33448e+07 3.452e+07 2.0946e+07 1.14328e+07 2.84679e+06 1.56635e+06 3.82508e+06 1.21535e+06 7.5536e+06 1.03181e+07 3.894e+06 1.14186e+06 1.46392e+06 1.43378e+06 1.55608e+06 2.16591e+06 793210 6.82352e+06 751398 1.34846e+06 545659 522766 419176 230438 threshold=1888.9124200000003 2692.2960000000003 152.11795000000004 2593.0505000000003 1121.68056 1115.3337000000004 959.97700000000009 1501.0951200000002 166.66900000000001 2855.9890500000006 169.40980000000002 2773.7250000000004 27.046500000000005 13.870700000000001 86.167500000000004 1050.0050000000003 605.03964000000008 1274.5290000000002 94.600300000000018 378.61939999999998 2763.7525000000005 446.99425000000002 562.18200000000013 2022.5000000000002 7.2255000000000011 959.97700000000009 50.517750000000014 52.293000000000013 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=3 15 -3 9 5 6 8 -6 -5 11 -11 20 13 -13 -14 16 17 18 24 -20 22 27 26 -24 -2 -18 -1 -22 right_child=1 2 -4 4 7 -7 -8 -9 -10 10 -12 12 14 -15 -16 -17 25 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.0024510856202190458 -0.36148518297407367 -3.6697625400709071 13.315429176917444 -1.103780011222476 -1.3271457122802734 11.920590984594256 -11.347054710388184 -11.211408450386742 3.4055691591898603 -1.2017745658874512 4.0945028413136804 0.71484392208523218 -3.7140799394335069 9.3473193864822388 1.2410504776239395 1.995056365331014 -0.60666874930972148 2.7130172235315495 3.7747169912429079 -0.17453323922506195 -0.37527675092220308 5.8523390779041113 0.04997577560066558 -0.4456933651184708 -2.1025883296683983 -2.8124727067080411 0.048018456791070363 -1.7436005249023439 leaf_weight=342950 54 23 26 42 25 21 20 22 21 25 30 45 35 20 29 30 21 22 21 41 32 21 1156 1045 27 22 17286 20 leaf_count=342950 54 23 26 42 25 21 20 22 21 25 30 45 35 20 29 30 21 22 21 41 32 21 1156 1045 27 22 17286 20 internal_value=0 1.05416 5.34279 -0.000980831 -1.53166 0.466822 -2.43112 -5.95382 0.399336 -0.000343566 1.6871 -0.000599494 0.969861 3.37099 -1.46879 0.171205 -0.0918507 0.336421 -0.029209 1.16312 -0.000944835 1.04135 -0.00115477 -0.18536 -0.941853 -1.73522 -2.9294e-05 -0.901555 internal_weight=0 287 49 362845 151 104 83 47 63 362694 55 362639 129 65 64 238 208 165 143 62 362510 73 362437 2201 81 43 360236 52 internal_count=363132 287 49 362845 151 104 83 47 63 362694 55 362639 129 65 64 238 208 165 143 62 362510 73 362437 2201 81 43 360236 52 is_linear=0 shrinkage=0.01 Tree=956 num_leaves=30 num_cat=2 split_feature=7 24 2 5 2 5 4 1 0 2 6 1 8 10 12 0 2 1 8 1 10 5 3 0 24 7 6 7 4 split_gain=3.12916e+06 1.41291e+07 6.99649e+07 1.84928e+07 3.46892e+06 1.30792e+07 3.38331e+07 2.05292e+07 1.12053e+07 3.10217e+06 3.3566e+06 2.79014e+06 1.86643e+06 1.53518e+06 3.25044e+06 1.19116e+06 7.40329e+06 1.01128e+07 3.81651e+06 1.18198e+06 849637 777425 6.68773e+06 736445 2.16148e+06 636723 542194 225852 15752.4 threshold=1888.9124200000003 0 2593.0505000000003 2763.7525000000005 2593.0505000000003 1121.68056 1115.3337000000004 959.97700000000009 1501.0951200000002 863.30000000000007 987.12000000000012 166.66900000000001 1926.0125000000005 2855.9890500000006 296.97250000000003 2773.7250000000004 27.046500000000005 13.870700000000001 86.167500000000004 522.78869700000007 342.10875000000004 2763.7525000000005 446.99425000000002 562.18200000000013 1 2690.3565000000003 2871.8940000000007 52.293000000000013 72.541615000000021 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 left_child=4 2 9 12 13 6 7 11 -7 10 25 -6 19 15 -15 21 17 -17 -18 20 28 23 27 26 -25 -2 -1 -23 -3 right_child=1 3 -4 -5 5 8 -8 -9 -10 -11 -12 -13 -14 14 -16 16 18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.00016612819472894313 0.7400444615681967 -0.25726357667342475 18.226417940579928 -8.8459928541917066 -1.0927422246478853 -1.3138742568969728 11.801385345004853 -11.233584117889405 -11.099294352097946 -2.7980395948475802 4.1543113501866653 3.371513586498442 3.2317882452011113 3.8894461245536802 -0.99282274780273438 0.70769548458523224 -3.6769391163417273 9.2538463807106019 1.2286399969561348 1.3242231302003604 -2.4599540370443593 -0.37152396559715273 5.793815947033111 0.22457634198788104 -0.42204389130232328 -1.3379371721991178 1.0975705770916409 -1.7261645526885985 0.12646842193603516 leaf_weight=360191 30 23 26 26 42 25 21 20 22 29 24 21 20 30 25 45 35 20 29 37 23 32 21 815 1386 29 45 20 20 leaf_count=360191 30 23 26 26 42 25 21 20 22 29 24 21 20 30 25 45 35 20 29 37 23 32 21 815 1386 29 45 20 20 internal_value=0 1.04362 3.21519 -1.109 -0.000971022 -1.51634 0.462154 -2.40681 -5.89428 0.0175132 1.00126 0.395343 0.436304 -0.00034013 1.67023 -0.000593499 0.960162 3.33728 -1.4541 -0.106509 -0.908585 -0.000935386 1.03093 -0.00114322 -0.183506 -0.281336 -2.9001e-05 -0.89254 -0.0787836 internal_weight=0 287 138 149 362845 151 104 83 47 112 83 63 123 362694 55 362639 129 65 64 103 66 362510 73 362437 2201 59 360236 52 43 internal_count=363132 287 138 149 362845 151 104 83 47 112 83 63 123 362694 55 362639 129 65 64 103 66 362510 73 362437 2201 59 360236 52 43 cat_boundaries=0 1 2 cat_threshold=3362 1100 is_linear=0 shrinkage=0.01 Tree=957 num_leaves=29 num_cat=1 split_feature=7 24 2 2 2 13 1 7 2 6 3 10 12 10 8 1 1 6 8 7 3 14 2 7 3 2 7 7 split_gain=3.06689e+06 1.38479e+07 6.85726e+07 1.78093e+07 3.39989e+06 9.60638e+06 3.07932e+07 3.03827e+07 3.04043e+06 3.2898e+06 2.28821e+06 1.50463e+06 3.18575e+06 1.01456e+06 1.2069e+06 926282 2.33434e+06 721208 1.99981e+06 671994 2.10448e+06 2.25956e+06 1.10642e+06 1.09218e+06 3.93552e+06 772744 624052 382304 threshold=1888.9124200000003 0 2593.0505000000003 2593.0505000000003 2593.0505000000003 18.603000000000005 2779.5510000000008 543.29875000000015 863.30000000000007 987.12000000000012 1854.9329420000001 2855.9890500000006 296.97250000000003 983.00100000000009 576.55500000000018 959.97700000000009 117.95700000000001 2871.8940000000007 51.860000000000007 1113.0755000000001 1278.9218000000003 315.48864500000002 579.4525000000001 608.55210000000022 1278.9218000000003 1254.2925000000002 2690.3565000000003 2690.3565000000003 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 2 8 10 11 6 15 -7 9 26 13 17 -13 14 27 16 -6 19 -19 23 22 -22 -21 25 -25 -1 -2 -3 right_child=1 3 -4 -5 5 7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 20 21 -23 -24 24 -26 -27 -28 -29 leaf_value=-0.0007277965212443288 0.73264401912689214 -1.2216763046809604 18.044154225862943 -8.6912132182488069 -1.3697015470928617 11.067405956813268 -14.279132804870606 -5.9431386475335994 -2.7700591883166084 4.1127682352066044 3.5131944007873535 3.8505515494346616 -0.98289450912475584 -1.7684966028147731 2.2815118646621704 -1.9426781678968861 2.7648941122401847 -0.66523192573996159 2.7904658398483742 -0.42027551640119909 -4.3704530913096207 0.039806993121192569 1.0199943393649478 0.19235468452059135 3.1646083056673091 -0.45490746942202254 -1.3245577868922005 0.5398904389684851 leaf_weight=360905 30 28 26 26 36 21 20 21 29 24 20 30 25 29 24 31 22 34 33 278 26 21 66 854 47 375 29 22 leaf_count=360905 30 28 26 26 36 21 20 21 29 24 20 30 25 29 24 31 22 34 33 278 26 21 66 854 47 375 29 22 internal_value=0 1.03318 3.18304 -1.09791 -0.000961366 -1.50118 -3.06686 2.56213 0.0173381 0.991248 0.417922 -0.000336783 1.65353 -0.183102 0.438202 -0.547243 0.198593 -0.000587619 1.03683 -0.000779324 -0.415122 -2.39991 -0.143945 -0.000332011 0.3474 -0.00119922 -0.278523 -0.446587 internal_weight=0 287 138 149 362845 151 109 42 112 83 123 362694 55 103 74 89 58 362639 67 362572 391 47 344 362181 901 361280 59 50 internal_count=363132 287 138 149 362845 151 109 42 112 83 123 362694 55 103 74 89 58 362639 67 362572 391 47 344 362181 901 361280 59 50 cat_boundaries=0 1 cat_threshold=3362 is_linear=0 shrinkage=0.01 Tree=958 num_leaves=31 num_cat=2 split_feature=7 25 0 1 18 9 2 5 13 0 1 1 17 10 9 0 2 1 9 7 0 10 2 5 3 3 25 3 1 7 split_gain=3.00586e+06 1.09043e+07 3.04606e+07 2.47431e+07 1.11836e+07 3.33682e+06 3.33223e+06 1.26778e+07 2.82985e+07 1.09673e+07 8.19941e+06 2.08376e+06 1.84536e+06 1.47469e+06 3.81407e+06 1.16496e+06 7.26261e+06 9.91126e+06 3.01253e+06 1.11336e+06 1.22422e+06 954710 831687 758674 6.54882e+06 734712 1.89895e+06 681610 340827 222523 threshold=1888.9124200000003 0 2773.7250000000004 2779.5510000000008 321.88825000000003 138.42500000000004 2593.0505000000003 1121.68056 18.603000000000005 1501.0951200000002 959.97700000000009 117.95700000000001 155.97000000000003 2855.9890500000006 169.40980000000002 2773.7250000000004 27.046500000000005 13.870700000000001 16.583000000000002 2690.3565000000003 988.99750000000006 741.05500000000018 78.697325000000021 2763.7525000000005 446.99425000000002 870.71080000000018 1 689.90820000000008 29.021875000000005 52.293000000000013 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 9 2 2 2 left_child=6 2 5 4 19 -2 13 8 10 -9 11 -8 21 15 -15 23 17 -17 -18 20 28 -7 -21 25 29 27 -27 -1 -3 -25 right_child=1 3 -4 -5 -6 12 7 9 -10 -11 -12 -13 -14 14 -16 16 18 -19 -20 22 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.00088320318577695387 4.5662387514114382 -0.87956569064747203 14.174192986921831 -10.259518074367357 7.2894125059376602 0.12144195182323456 -1.3685559218270438 -1.264893042755127 11.152019602775574 -10.945849647521973 -6.5019908169337679 2.6159503101167223 2.4395388679504397 -1.2477253750324249 4.0409293524424239 0.70071894327799489 -3.5444703385324194 9.1612951207160958 0.79680951303051362 -0.15890363416364114 2.5977007021222795 -2.7708021182105655 -2.53654388325555 -0.36780147045850753 5.731585838681176 0.74233260153195801 -0.46650827677188622 0.38513753642616833 0.77480619907379156 -1.712419704437256 leaf_weight=361026 20 33 22 23 23 25 35 25 20 22 28 21 20 25 30 45 33 20 31 31 21 21 28 32 21 146 807 458 20 20 leaf_count=361026 20 33 22 23 23 25 35 25 20 22 28 21 20 25 30 45 33 20 31 31 21 21 28 32 21 146 807 458 20 20 internal_value=0 1.02285 3.36269 -0.546241 0.85083 0.987962 -0.000951753 -1.48616 0.461732 -5.7964 -2.08357 0.125634 -0.0963639 -0.000333416 1.637 -0.000581743 0.949549 3.30397 -1.44166 -0.26261 0.554354 -1.19893 -1.28728 -0.000919849 1.01843 -0.00112516 -0.278419 -0.000394115 -0.255274 -0.884962 internal_weight=0 287 108 179 156 86 362845 151 104 47 84 56 66 362694 55 362639 129 65 64 133 74 46 59 362510 73 362437 953 361484 53 52 internal_count=363132 287 108 179 156 86 362845 151 104 47 84 56 66 362694 55 362639 129 65 64 133 74 46 59 362510 73 362437 953 361484 53 52 cat_boundaries=0 6 12 cat_threshold=1081344 0 0 0 0 2147483648 134217728 64 256 0 0 2147484672 is_linear=0 shrinkage=0.01 Tree=959 num_leaves=31 num_cat=2 split_feature=7 25 0 1 18 9 2 5 4 1 0 1 15 10 15 0 2 1 8 7 0 4 10 5 3 0 25 2 1 7 split_gain=2.94604e+06 1.06873e+07 2.98545e+07 2.42507e+07 1.0961e+07 3.27041e+06 3.26592e+06 1.24255e+07 3.33133e+07 1.96168e+07 1.07491e+07 2.63917e+06 1.89972e+06 1.44534e+06 3.79331e+06 1.14178e+06 7.11808e+06 9.71403e+06 3.68213e+06 1.09121e+06 1.19986e+06 886821 773591 743577 6.41849e+06 723146 1.65829e+06 411097 334045 218095 threshold=1888.9124200000003 0 2773.7250000000004 2779.5510000000008 321.88825000000003 138.42500000000004 2593.0505000000003 1121.68056 1115.3337000000004 959.97700000000009 1501.0951200000002 166.66900000000001 770.26725000000022 2855.9890500000006 54.260000000000005 2773.7250000000004 27.046500000000005 13.870700000000001 86.167500000000004 2690.3565000000003 988.99750000000006 536.17500000000007 543.30775000000006 2763.7525000000005 446.99425000000002 562.18200000000013 1 50.517750000000014 29.021875000000005 52.293000000000013 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 9 2 2 2 left_child=6 2 5 4 19 -2 13 8 9 11 -9 -8 22 15 -15 23 17 -17 -18 20 28 -21 -7 25 29 27 -27 -1 -3 -25 right_child=1 3 -4 -5 -6 12 7 10 -10 -11 -12 -13 -14 14 -16 16 18 -19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0024080593105926186 4.5205765047073365 -0.87077002612027254 14.032451320994985 -10.156922985574473 7.216518543906834 0.082722447073977926 -1.0978185181390672 -1.2522441162109375 11.708911564236596 -11.018119869232178 -10.836391138596969 3.2439800930023193 2.4775841026306153 -0.36459459584099901 5.094760394096375 0.69371178478664819 -3.6106027543204169 9.069681841373443 1.2078393067984745 -0.396442571419936 2.5717237118312291 -2.9864244040921331 -2.5109006807078487 -0.36412343353033066 5.6742701139904206 0.44963016451924787 -0.29920343078465483 0.047572738982009019 0.76705811023712156 -1.69529545211792 leaf_weight=342950 20 33 22 23 23 23 42 25 21 20 22 21 20 35 20 45 35 20 29 39 21 20 23 32 21 343 1858 17286 20 20 leaf_count=342950 20 33 22 23 23 23 42 25 21 20 22 21 20 35 20 45 35 20 29 39 21 20 23 32 21 343 1858 17286 20 20 internal_value=0 1.01262 3.32906 -0.540778 0.842321 0.978083 -0.000942159 -1.4713 0.457115 -2.38973 -5.73844 0.349448 -0.0954003 -0.000330005 1.62063 -0.000575849 0.940054 3.27093 -1.42725 -0.259983 0.54881 -1.2744 -1.21409 -0.000910574 1.00824 -0.00111383 -0.181823 -9.72022e-06 -0.252722 -0.876113 internal_weight=0 287 108 179 156 86 362845 151 104 83 47 63 66 362694 55 362639 129 65 64 133 74 59 46 362510 73 362437 2201 360236 53 52 internal_count=363132 287 108 179 156 86 362845 151 104 83 47 63 66 362694 55 362639 129 65 64 133 74 59 46 362510 73 362437 2201 360236 53 52 cat_boundaries=0 6 13 cat_threshold=1081344 0 0 0 0 2147483648 263168 134480416 1572928 67174401 2114560 0 2 is_linear=0 shrinkage=0.01 Tree=960 num_leaves=23 num_cat=0 split_feature=13 2 8 7 6 3 26 5 3 11 6 4 13 11 4 4 6 7 20 2 8 4 split_gain=2.84856e+06 7.53772e+06 4.01843e+06 2.67203e+07 3.24807e+06 1.09097e+07 1.33948e+06 1.94809e+06 1.25118e+06 1.22329e+07 2.55393e+07 3.74304e+06 3.23235e+06 883044 2.76979e+06 707753 651821 596466 516070 2.48171e+06 721368 197383 threshold=2899.2375000000006 2593.0505000000003 2877.4750000000008 2690.3565000000003 2871.8940000000007 1854.9329420000001 2022.5000000000002 461.00700000000006 2692.2960000000003 70.606948000000017 198.55450000000002 65.637500000000017 267.20500000000004 2995.7383125000001 63.015000000000008 1291.5535000000002 543.33000000000004 3.3780000000000006 771.75000000000011 778.91025000000013 998.8850000000001 165.87000000000003 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 4 15 8 6 -6 -8 13 10 11 -10 -11 18 -15 21 17 -2 20 -20 -1 -4 right_child=1 -3 3 -5 5 -7 7 -9 9 12 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 leaf_value=0.0012620156963031588 0.33429223203659059 -6.8670795093883168 0.57914494485566115 12.352909164428711 -1.8881174431906806 -8.2072727285112652 -0.90492851700101584 3.0228458220025765 1.97808175418112 -6.0653682127453035 12.806271057128907 -3.1863538455963134 -0.63896638123885452 -0.59119864133993782 4.2131310710906984 -1.971057868798574 1.1715172447204589 -2.1079720344543458 -0.053718331269590198 -2.8806875077883407 0.35822783311365775 -0.58588489642510044 leaf_weight=362042 20 22 33 20 27 21 28 23 36 21 21 23 23 30 20 24 25 20 226 36 567 26 leaf_count=362042 20 22 33 20 27 21 28 23 36 21 21 23 23 30 20 24 25 20 226 36 567 26 internal_value=0 -1.8076 0.00209217 1.97701 0.00153202 -1.80954 -0.0870733 0.866421 0.00202588 1.00635 3.33571 -0.0351728 -3.22884 0.00168273 1.33053 -0.523212 -0.0951641 -0.88684 0.00149963 -0.442157 0.00182019 0.065742 internal_weight=0 87 363247 103 363144 99 78 51 363045 124 80 59 44 362921 50 83 65 40 362871 262 362609 59 internal_count=363334 87 363247 103 363144 99 78 51 363045 124 80 59 44 362921 50 83 65 40 362871 262 362609 59 is_linear=0 shrinkage=0.01 Tree=961 num_leaves=23 num_cat=1 split_feature=16 14 9 6 6 4 1 12 6 1 4 3 0 4 5 25 7 10 5 4 12 4 split_gain=2.21086e+06 8.17578e+06 2.33328e+06 1.46232e+07 1.85536e+06 1.0719e+07 2.5377e+06 1.49375e+07 2.0371e+07 2.49006e+06 1.34796e+06 1.26509e+06 1.13913e+06 1.13612e+06 691246 3.63863e+06 3.78131e+06 1.787e+06 1.18462e+06 1.47101e+06 586644 582859 threshold=2836.7725000000005 1867.1242800000002 2724.2674800000009 2871.8940000000007 2871.8940000000007 1876.5445000000002 2779.5510000000008 114.52500000000002 46.60325000000001 227.67125000000004 1517.5820000000001 7.2660000000000009 591.40200000000016 13.808400000000001 543.59225000000015 0 131.25250000000003 1797.2975000000001 483.99125000000009 586.56060000000014 596.83500000000015 2632.2792750000003 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 20 4 10 6 9 14 8 11 -6 12 -8 13 -4 18 16 -16 -17 21 -20 -2 -1 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15 15 17 -18 -19 19 -21 -22 -23 leaf_value=0.001051705551703277 -0.29636211148330144 -6.477936975359917 0.9782205146789551 8.0337182617187501 -1.3631296939849853 -7.5251447363333277 2.0839202285896645 -3.9888272174629003 12.191514630998883 2.2114944387737077 -2.6061146502061328 -0.60635580819228607 2.2503605308532717 -1.980218217637804 0.58096406991802041 0.026315386117170186 4.4080846009935657 1.8720123884412976 -0.301668620797304 -2.1154701840436014 2.0967023901939394 -1.0102454033650849 leaf_weight=360548 21 24 25 26 40 22 44 37 21 38 22 29 20 27 67 1836 42 54 260 54 20 57 leaf_count=360548 21 24 25 26 40 22 44 37 21 38 22 29 20 27 67 1836 42 54 260 54 20 57 internal_value=0 -1.84246 0.00197222 1.39616 0.00151152 -1.36042 0.00188666 1.39346 3.51202 0.378354 -0.439763 1.01518 0.222178 -0.557892 0.00138435 0.186827 1.88289 0.0786335 0.000357247 -0.613596 0.870986 0.000891852 internal_weight=0 65 363269 120 363149 100 363049 131 94 78 94 73 72 52 362918 1999 109 1890 360919 314 41 360605 internal_count=363334 65 363269 120 363149 100 363049 131 94 78 94 73 72 52 362918 1999 109 1890 360919 314 41 360605 cat_boundaries=0 5 cat_threshold=0 134218752 64 262145 4096 is_linear=0 shrinkage=0.01 Tree=962 num_leaves=22 num_cat=0 split_feature=13 2 8 7 6 3 26 5 3 12 6 2 12 11 9 12 10 20 2 8 10 split_gain=2.7677e+06 7.36748e+06 3.92525e+06 2.60876e+07 3.17294e+06 1.06104e+07 1.30126e+06 1.88646e+06 1.22134e+06 1.38296e+07 1.9564e+07 3.25272e+06 1.05627e+06 867216 2.53121e+06 676206 607251 505770 2.42694e+06 706953 324051 threshold=2899.2375000000006 2593.0505000000003 2877.4750000000008 2690.3565000000003 2871.8940000000007 1854.9329420000001 2022.5000000000002 461.00700000000006 2692.2960000000003 156.47911999999999 211.11000000000004 1254.2925000000002 875.1645000000002 2995.7383125000001 259.67600000000004 1521.0400000000002 23.922050000000002 771.75000000000011 778.91025000000013 998.8850000000001 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 left_child=2 15 4 12 8 6 -6 -8 13 10 11 -10 20 17 -15 16 -2 19 -19 -1 -4 right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 leaf_value=0.00123175307910329 -0.46737831260847013 -6.7837879891829065 -0.40905409516959351 12.206269248962403 -1.8649864583545261 -8.0978823325747538 -0.89314253500529706 2.9720018635625425 1.586048742612203 -4.6682889157533642 10.311024812551645 -3.180232598440988 -2.0558904039448707 -0.51856576576828961 4.0741879285573956 -1.5147352331334896 1.9151578273773193 -0.053611465362848429 -2.849211900764042 0.35461315138708976 1.1445289489746093 leaf_weight=362042 23 22 29 20 27 21 28 23 45 32 26 21 29 30 20 22 20 226 36 567 25 leaf_count=362042 23 22 29 20 27 21 28 23 45 32 26 21 29 30 20 22 20 226 36 567 25 internal_value=0 -1.78177 0.00205296 1.95393 0.00149934 -1.78851 -0.089828 0.849962 0.00198747 0.994264 2.96385 0.0695047 -0.516508 0.00164843 1.31854 -0.0887803 0.640778 0.00146698 -0.43774 0.00178432 0.310197 internal_weight=0 87 363247 103 363144 99 78 51 363045 124 92 66 83 362921 50 65 43 362871 262 362609 54 internal_count=363334 87 363247 103 363144 99 78 51 363045 124 92 66 83 362921 50 65 43 362871 262 362609 54 is_linear=0 shrinkage=0.01 Tree=963 num_leaves=23 num_cat=0 split_feature=13 2 8 7 6 1 1 13 2 26 26 13 4 6 7 18 13 15 10 5 10 4 split_gain=2.71262e+06 7.22087e+06 3.84714e+06 2.55685e+07 3.1098e+06 1.00545e+07 4.07782e+06 1.11588e+07 1.11996e+07 7.20614e+06 1.7703e+06 2.66643e+06 680037 638726 580119 525387 1.69283e+06 697620 1.42229e+06 606554 294742 192732 threshold=2899.2375000000006 2593.0505000000003 2877.4750000000008 2690.3565000000003 2871.8940000000007 1461.4925000000003 2779.5510000000008 320.24300000000005 1800.6974500000001 2022.5000000000002 2022.5000000000002 9.5295000000000005 1291.5535000000002 543.33000000000004 3.3780000000000006 2044.7545000000002 7.7439000000000009 1206.4050000000002 1105.5920000000003 543.59225000000015 573.35100000000011 165.87000000000003 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 4 12 6 10 15 8 9 -8 -6 -12 21 14 -2 17 -17 19 -19 -1 -18 -4 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 -16 16 20 18 -20 -21 -22 -23 leaf_value=0.00057115725396225355 0.33270673966407777 -6.7159502289511943 0.57328217824300132 12.084206359863281 -2.0730171678747449 -7.7326905822753904 5.0251767390707265 8.6356916141510016 -4.955699931212834 -0.77834469437599185 3.4598696343104045 -1.2065879570007325 -1.9305563831329347 1.1660011997222901 -2.0758588867187502 2.7801069218771803 -1.0754817484855652 -0.22693816857158858 -2.429425366345574 0.1787832247571399 0.55322123667597778 -0.57793942671555742 leaf_weight=360671 20 22 33 20 28 22 46 20 28 40 24 25 24 25 20 28 25 213 34 1920 20 26 leaf_count=360671 20 22 33 20 28 22 46 20 28 40 24 25 24 25 20 28 25 213 34 1920 20 26 internal_value=0 -1.76395 0.00203243 1.93439 0.00148435 -1.77062 0.00196759 1.74611 0.53741 2.32586 -0.0671728 1.07902 -0.511343 -0.0878925 -0.871576 0.00132359 0.849594 0.00115293 -0.530115 0.00151483 -0.351614 0.0659642 internal_weight=0 87 363247 103 363144 99 363045 134 114 86 77 49 83 65 40 362911 73 362838 247 362591 45 59 internal_count=363334 87 363247 103 363144 99 363045 134 114 86 77 49 83 65 40 362911 73 362838 247 362591 45 59 is_linear=0 shrinkage=0.01 Tree=964 num_leaves=25 num_cat=1 split_feature=13 2 8 7 4 5 11 7 0 1 26 4 8 12 0 1 4 2 12 3 24 2 8 3 split_gain=2.65864e+06 7.07717e+06 3.77058e+06 2.50597e+07 1.99493e+06 1.20861e+07 9.67993e+06 8.45691e+06 7.05327e+06 2.00188e+06 3.59228e+06 9.11976e+06 5.40885e+06 1.02774e+06 815701 2.93944e+06 5.51248e+06 5.1044e+06 663099 611651 5.59939e+06 1.14722e+06 451001 256189 threshold=2899.2375000000006 2593.0505000000003 2877.4750000000008 2690.3565000000003 2632.2792750000003 2763.7525000000005 760.25000000000011 148.25225000000003 321.84000000000009 2779.5510000000008 2022.5000000000002 26.188250000000007 9.3820000000000032 875.1645000000002 2773.7250000000004 494.77402000000006 726.06900000000007 26.254000000000001 1521.0400000000002 1278.9218000000003 0 2593.0505000000003 224.83650000000003 207.97683100000003 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=2 18 4 13 9 6 7 8 -6 14 11 -11 -12 23 19 17 -17 -16 22 21 -21 -1 -2 -4 right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 12 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 leaf_value=0.00046394959132764306 -0.36514280535958032 -6.6487907565723763 -0.2618753629922867 11.96336457824707 1.917746470821531 -8.3882660293579097 -5.7320502762172536 5.8684287374814348 -5.3036252030872166 6.1508460320366751 -3.7282952116153858 -2.27123628616333 2.1582408879254316 -2.024679561483449 0.068845154518304877 -4.6987410428307275 2.3803439764543013 5.751124752807617 -1.499080574729226 -0.72488135165277623 1.3397269692280196 1.1489237200528726 1.6836681347801574 1.1399395006353206 leaf_weight=362185 22 22 32 20 38 20 23 30 21 36 27 20 37 29 43 22 22 25 22 247 261 87 21 22 leaf_count=362185 22 22 32 20 38 20 23 30 21 36 27 20 37 29 43 22 22 25 22 247 261 87 21 22 internal_value=0 -1.74631 0.00201211 1.91505 0.00146951 -1.22766 0.0510173 1.54552 -0.652572 0.00191645 1.29331 3.14296 -0.325142 -0.50623 0.00148942 0.854765 -1.1592 2.15792 -0.0870136 0.00122599 0.347975 0.000739753 0.635439 0.309234 internal_weight=0 87 363247 103 363144 132 112 89 59 363012 120 56 64 83 362892 112 44 68 65 362780 508 362272 43 54 internal_count=363334 87 363247 103 363144 132 112 89 59 363012 120 56 64 83 362892 112 44 68 65 362780 508 362272 43 54 cat_boundaries=0 1 cat_threshold=920 is_linear=0 shrinkage=0.01 Tree=965 num_leaves=35 num_cat=1 split_feature=2 10 7 12 13 4 0 2 26 3 1 10 3 3 25 16 0 1 1 1 0 3 4 7 9 12 0 4 1 1 3 6 6 26 split_gain=7.2626e+06 1.80416e+07 1.07814e+08 7.271e+06 9.07771e+06 6.92566e+06 1.73551e+06 5.90126e+06 6.84026e+06 4.2274e+06 3.98132e+06 1.83465e+06 1.54371e+06 653814 4.43424e+06 3.87728e+06 4.35568e+06 5.88773e+06 3.16364e+06 1.19471e+06 924604 1.13603e+06 2.21003e+06 1.06347e+06 636844 591801 477808 461208 3.20189e+06 638886 3.78124e+06 655193 141708 77024.9 threshold=2593.0505000000003 11.226000000000001 46.839000000000006 296.97250000000003 1280.8870000000004 1291.5535000000002 2773.7250000000004 27.046500000000005 2022.5000000000002 119.5475 1891.4572200000002 172.53300000000002 13.855200000000002 1107.1660000000004 0 1159.9970000000001 988.99750000000006 860.12500000000011 1891.4572200000002 206.48775000000003 1501.0951200000002 283.08325000000008 308.63840000000005 512.23350000000016 187.22651400000004 235.67175000000006 1836.963 2632.2792750000003 402.26250000000005 860.12500000000011 602.3524450000001 1520.8892800000003 27.114925000000003 2022.5000000000002 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 2 2 2 left_child=6 2 5 -3 -5 12 13 8 -8 -9 11 -11 -2 20 19 16 18 -18 -16 33 27 24 -23 -24 26 -21 -22 29 32 31 -31 -1 -29 -15 right_child=1 3 -4 4 -6 -7 7 9 -10 10 -12 -13 -14 14 15 -17 17 -19 -20 25 21 22 23 -25 -26 -27 -28 28 -30 30 -32 -33 -34 -35 leaf_value=0.00018560609342553586 2.1620130473811452 -5.0177357003348213 23.352228966554009 5.954190601167225 -2.5610961655647526 -5.7523500061035158 6.2558001518249515 -4.6122334594726562 -0.63635421991348273 4.5261555971418108 -2.7449037419194759 0.43797629817672395 -0.95286550054183383 -1.0740308332443238 0.22225975502917641 3.856788852146694 -0.67729537719335309 4.3136583538055424 -3.6566868999871343 -3.8311838757550278 -1.1882496190713903 2.5865174153844515 -2.6354976215362549 0.58653388023376463 -2.3717947521916143 -1.5616327018737792 -0.16979127866881236 -0.046886670589447024 4.1963488831520079 -0.51586870586931932 1.3679083897137059 -0.52913337684339956 -1.1062380031917407 -0.33229116269520353 leaf_weight=360565 41 35 24 21 31 20 36 20 24 21 23 23 26 28 475 35 39 60 22 27 102 30 20 21 27 20 84 28 20 797 123 234 23 28 leaf_count=360565 41 35 24 21 31 20 36 20 24 21 23 23 26 28 475 35 39 60 22 27 102 30 20 21 27 20 84 28 20 797 123 234 23 28 internal_value=0 1.91565 4.58806 -1.49399 0.87777 -0.588264 -7.37527e-05 1.08627 3.49894 -0.577641 0.626715 2.38915 0.953254 -0.000513909 0.297639 0.612354 0.432099 2.34753 0.0505559 -1.54028 -0.00111833 -0.571477 0.523983 -0.985189 -0.936631 -2.86542 -0.728301 -0.000670605 0.805221 -0.000828789 -0.264016 -0.000157689 -0.524633 -0.703161 internal_weight=0 198 111 87 52 87 362955 147 60 87 67 44 67 362808 734 631 596 99 497 103 362074 284 71 41 213 47 186 361790 71 361719 920 360799 51 56 internal_count=363153 198 111 87 52 87 362955 147 60 87 67 44 67 362808 734 631 596 99 497 103 362074 284 71 41 213 47 186 361790 71 361719 920 360799 51 56 cat_boundaries=0 5 cat_threshold=134217728 4 64 4259840 2099200 is_linear=0 shrinkage=0.01 Tree=966 num_leaves=41 num_cat=4 split_feature=3 10 4 12 1 6 3 24 1 0 6 25 0 0 1 13 4 16 16 11 25 0 11 1 8 1 26 24 3 13 15 0 10 19 13 8 11 11 8 26 split_gain=6.35022e+06 1.62801e+07 9.0954e+07 8.81939e+06 2.53371e+06 1.08368e+06 641534 3.84646e+06 6.99739e+06 1.14097e+07 6.63811e+06 2.70278e+06 3.36002e+06 2.00856e+06 3.18818e+06 1.65685e+06 2.50802e+06 1.98942e+06 1.88615e+06 1.75489e+06 1.62794e+06 1.59043e+06 1.55442e+06 1.46457e+06 1.5102e+06 1.27849e+06 848374 835046 1.13308e+06 827336 757917 667502 591816 451297 502467 439840 420722 266534 257140 94859.9 threshold=2692.2960000000003 147.93337000000002 2632.2792750000003 1280.6000000000004 959.97700000000009 1.6834000000000002 566.70675000000006 0 1461.4925000000003 1266.1895000000002 512.71000000000015 1 474.32500000000005 2773.7250000000004 355.00374000000005 432.27550000000002 1291.5535000000002 249.52974000000003 675.22100000000012 826.40400000000011 2 635.67100000000016 1156.9900000000002 1461.4925000000003 998.8850000000001 629.11000000000013 2022.5000000000002 3 233.37189000000004 972.56475000000012 521.50900000000013 635.67100000000016 2855.9890500000006 1711.5412500000002 972.56475000000012 818.62500000000011 286.46707500000008 286.46707500000008 18.698000000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 9 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 2 2 2 left_child=6 2 4 -3 5 -2 13 8 11 10 -10 12 26 23 38 18 29 -18 19 20 -9 -21 25 32 27 -13 -8 31 -29 30 -17 -25 33 34 -1 -31 -35 -34 39 -15 right_child=1 3 -4 -5 -6 -7 7 15 9 -11 -12 22 -14 14 -16 16 17 -19 -20 21 -22 -23 -24 24 -26 -27 -28 28 -30 35 -32 -33 37 36 -36 -37 -38 -39 -40 -41 leaf_value=-0.0008357236381840023 -0.31358330508640836 -5.1366767269856224 23.615096862792971 1.6787482716487006 2.2782273851591963 -3.231573037147522 1.9861365794491124 -0.92700985638074995 10.341140569051106 -1.0864531528949737 2.9035629890362422 0.22249735273663238 5.051604468027751 0.24180571894491873 4.1410100735425948 -0.28545799804946126 -5.3988524675369263 -1.3271836115519207 2.2341367106967502 0.14068029617441111 0.031206105710566045 3.6619272165713102 2.1522101136710909 -0.54143736042082313 1.7517266281791357 -1.0686231948759244 -0.17013284511036342 -1.069413987871263 -3.388440545654297 -0.23433455553921786 -2.3630222915649415 1.4762410278320313 -0.47310691364606222 -0.2221848962788886 0.39314628602361973 1.7434465213443924 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80 48 689 100 360928 102 1276 179 50 1097 1061 1009 52 589 360826 293 553 73 270 159 129 84 111 360533 360482 360409 45 73 51 72 52 cat_boundaries=0 1 5 10 11 cat_threshold=2352 134218240 64 0 1073741824 142606848 68 320 69206016 2097152 842 is_linear=0 shrinkage=0.01 Tree=967 num_leaves=36 num_cat=1 split_feature=2 13 12 9 6 3 17 0 2 26 3 1 26 12 3 25 16 0 1 1 1 0 3 4 5 7 4 12 4 1 1 3 6 6 26 split_gain=6.96693e+06 1.54448e+07 5.07459e+07 8.83786e+06 3.48296e+06 2.94739e+06 1.99363e+06 1.66356e+06 5.80264e+06 6.6885e+06 4.15282e+06 3.89787e+06 1.56845e+06 990919 634936 4.34107e+06 3.79288e+06 4.23355e+06 5.73224e+06 3.12015e+06 1.17445e+06 905063 1.11517e+06 2.16317e+06 1.08262e+06 1.04051e+06 793185 574798 454486 3.14126e+06 622305 3.66315e+06 639603 138103 75650.2 threshold=2593.0505000000003 972.56475000000012 85.539750000000012 26.246250000000003 685.98275000000012 255.01000000000002 210.46750000000003 2773.7250000000004 27.046500000000005 2022.5000000000002 119.5475 1891.4572200000002 2022.5000000000002 12.499000000000001 1107.1660000000004 0 1159.9970000000001 988.99750000000006 860.12500000000011 1891.4572200000002 206.48775000000003 1501.0951200000002 283.08325000000008 308.63840000000005 299.80000000000007 512.23350000000016 107.26800000000001 235.67175000000006 2632.2792750000003 402.26250000000005 860.12500000000011 602.3524450000001 1520.8892800000003 27.114925000000003 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 2 2 2 2 2 2 left_child=7 2 3 4 5 12 -3 14 9 -9 -10 13 -2 -12 21 20 17 19 -19 -17 34 28 24 -24 26 -25 -23 -22 30 33 32 -32 -1 -30 -16 right_child=1 6 -4 -5 -6 -7 -8 8 10 -11 11 -13 -14 -15 15 16 -18 18 -20 -21 27 22 23 25 -26 -27 -28 -29 29 -31 31 -33 -34 -35 -36 leaf_value=0.00018906047889641927 4.0216185546874996 -1.4371247377849761 14.116937700439903 -4.6230403995513916 5.3640098956653048 -1.7363946011970783 -5.8486594495773323 6.1820455964406333 -4.5852771053314214 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0.519958 -0.927183 -0.973129 -0.661347 -2.83879 -0.000655433 0.799342 -0.00081246 -0.260562 -0.000150126 -0.517861 -0.694947 internal_weight=0 198 157 123 95 74 41 362955 147 60 87 67 45 44 362808 734 631 596 99 497 103 362074 284 71 213 41 187 47 361790 71 361719 920 360799 51 56 internal_count=363153 198 157 123 95 74 41 362955 147 60 87 67 45 44 362808 734 631 596 99 497 103 362074 284 71 213 41 187 47 361790 71 361719 920 360799 51 56 cat_boundaries=0 5 cat_threshold=134217728 4 64 4259840 2099200 is_linear=0 shrinkage=0.01 Tree=968 num_leaves=32 num_cat=1 split_feature=2 10 7 19 3 4 0 2 26 3 1 10 3 13 8 3 25 19 0 1 0 3 4 5 0 12 4 1 1 3 26 split_gain=6.82829e+06 1.73517e+07 1.05284e+08 7.24941e+06 9.29752e+06 6.98363e+06 1.63045e+06 5.68716e+06 6.5554e+06 4.07018e+06 3.8203e+06 1.76498e+06 1.49435e+06 678997 636570 731895 4.39132e+06 4.01795e+06 3.87459e+06 1.15108e+06 840296 1.36057e+06 1.84932e+06 1.02898e+06 649889 563360 532174 2.99708e+06 560863 194967 74144.8 threshold=2593.0505000000003 11.226000000000001 46.839000000000006 134.14500000000004 2692.2960000000003 1291.5535000000002 2773.7250000000004 27.046500000000005 2022.5000000000002 119.5475 1891.4572200000002 172.53300000000002 13.855200000000002 214.69980000000001 2877.4750000000008 1107.1660000000004 0 918.32665000000009 988.99750000000006 206.48775000000003 1501.0951200000002 283.08325000000008 308.63840000000005 299.80000000000007 448.50050000000005 235.67175000000006 2632.2792750000003 402.26250000000005 860.12500000000011 20.453500000000005 2022.5000000000002 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 left_child=6 2 5 4 13 12 14 8 -8 -9 11 -11 -2 -3 15 20 19 18 -18 30 26 23 -23 -22 29 -21 28 -28 -1 -16 -17 right_child=1 3 -4 -5 -6 -7 7 9 -10 10 -12 -13 -14 -15 24 16 17 -19 -20 25 21 22 -24 -25 -26 -27 27 -29 -30 -31 -32 leaf_value=-5.6399637157444203e-05 2.1003040142175626 0.92989911124819802 23.021003456016384 3.7970954341888428 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-0.948613 -0.940684 -2.8104 -0.000523126 0.918484 -0.000683208 -0.247778 -0.687997 internal_weight=0 198 111 87 67 87 362955 147 60 87 67 44 67 44 362808 362736 722 619 599 103 362014 278 68 210 72 47 361736 63 361673 47 56 internal_count=363153 198 111 87 67 87 362955 147 60 87 67 44 67 44 362808 362736 722 619 599 103 362014 278 68 210 72 47 361736 63 361673 47 56 cat_boundaries=0 5 cat_threshold=134217728 4 64 4259840 2099200 is_linear=0 shrinkage=0.01 Tree=969 num_leaves=32 num_cat=1 split_feature=2 10 4 12 13 5 0 2 26 3 1 10 26 3 8 3 25 21 0 1 0 3 4 5 0 12 4 1 1 3 26 split_gain=6.6924e+06 1.70064e+07 6.98421e+07 6.99286e+06 8.53154e+06 2.89622e+06 1.59801e+06 5.57399e+06 6.42495e+06 3.98918e+06 3.74428e+06 1.72985e+06 944067 3.21396e+06 623902 717330 4.30393e+06 3.79868e+06 4.75118e+06 1.12817e+06 823575 1.3335e+06 1.81252e+06 1.0085e+06 636956 552149 521584 2.93743e+06 549702 191087 72669.3 threshold=2593.0505000000003 11.226000000000001 2632.2792750000003 296.97250000000003 1280.8870000000004 378.61939999999998 2773.7250000000004 27.046500000000005 2022.5000000000002 119.5475 1891.4572200000002 172.53300000000002 2022.5000000000002 13.855200000000002 2877.4750000000008 1107.1660000000004 0 206.16450000000006 988.99750000000006 206.48775000000003 1501.0951200000002 283.08325000000008 308.63840000000005 299.80000000000007 448.50050000000005 235.67175000000006 2632.2792750000003 402.26250000000005 860.12500000000011 20.453500000000005 2022.5000000000002 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 left_child=6 2 5 -3 -5 12 14 8 -8 -9 11 -11 13 -2 15 20 19 18 -18 30 26 23 -23 -22 29 -21 28 -28 -1 -16 -17 right_child=1 3 -4 4 -6 -7 7 9 -10 10 -12 -13 -14 -15 24 16 17 -19 -20 25 21 22 -24 -25 -26 -27 27 -29 -30 -31 -32 leaf_value=-5.5835558158120963e-05 5.564496322631836 -4.9271460315159388 21.353614750862121 5.7758380217779246 -2.4793124494244974 -2.4446125758777963 6.0590232520633274 -4.4940300884246822 -0.62062565008799231 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111 87 52 91 362955 147 60 87 67 44 69 44 362808 362736 722 619 596 103 362014 278 68 210 72 47 361736 63 361673 47 56 internal_count=363153 198 111 87 52 91 362955 147 60 87 67 44 69 44 362808 362736 722 619 596 103 362014 278 68 210 72 47 361736 63 361673 47 56 cat_boundaries=0 5 cat_threshold=134217728 4 64 4259840 2099200 is_linear=0 shrinkage=0.01 Tree=970 num_leaves=30 num_cat=2 split_feature=6 18 15 0 1 3 12 1 7 1 0 1 1 10 1 3 3 24 24 0 12 13 2 7 10 10 0 7 26 split_gain=1.49486e+06 1.68129e+07 4.62942e+06 8.081e+06 5.91645e+06 4.56207e+06 9.10391e+06 2.58181e+06 2.25873e+06 3.06851e+06 1.21648e+06 6.99386e+06 6.39269e+06 5.55995e+06 694054 5.10832e+06 6.02336e+06 4.02858e+06 1.13101e+06 2.06445e+06 1.10284e+06 1.55015e+06 926613 732290 1.11907e+06 839961 611922 514528 300307 threshold=2871.8940000000007 321.88825000000003 85.940000000000012 2773.7250000000004 959.97700000000009 2692.2960000000003 164.94000000000003 227.67125000000004 26.254000000000001 629.11000000000013 2773.7250000000004 554.77325000000008 32.44100000000001 318.17125000000004 1256.4300000000001 92.246000000000009 160.43781600000003 0 1 531.67662500000017 1521.0400000000002 332.91000000000003 57.965000000000011 1113.0755000000001 52.707020000000007 2855.9890500000006 746.42750000000012 418.14250000000004 2022.5000000000002 decision_type=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 2 left_child=5 2 3 4 7 10 8 -2 9 -7 14 12 28 -13 20 18 -17 -18 26 -20 23 27 -23 25 -25 -1 -16 -22 -12 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 11 13 -14 -15 15 16 17 -19 19 -21 21 22 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.00029490445378576403 -0.7720938173929851 9.5314461570978164 -4.284761207898458 5.9717938622561375 -5.5835156250000004 -1.0630998646246421 -5.9144369303874473 3.5222604624430343 -2.5024619358983533 3.2813593344852841 -0.02535633481782058 -6.0838987088884631 5.8543164386749265 0.52558577489852909 -0.16729175160440168 5.9920039761066439 2.3156034670104937 -0.04469257735185795 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361718 488 361230 109 120 56 cat_boundaries=0 1 2 cat_threshold=2336 58 is_linear=0 shrinkage=0.01 Tree=971 num_leaves=29 num_cat=2 split_feature=6 18 17 12 2 3 12 8 7 1 19 3 7 24 12 14 6 25 1 8 21 13 26 14 1 1 12 19 split_gain=1.46511e+06 1.64783e+07 4.50294e+06 8.00868e+06 5.25413e+06 4.47129e+06 8.92275e+06 3.03639e+06 2.21378e+06 3.00744e+06 690749 4.88892e+06 1.09367e+06 1.44388e+06 2.57083e+06 1.03724e+06 1.07839e+06 886362 675074 1.81688e+06 596150 591372 525994 482647 654143 539302 415535 177321 threshold=2871.8940000000007 321.88825000000003 117.29750000000001 309.04641250000003 2593.0505000000003 2692.2960000000003 164.94000000000003 138.49600000000001 26.254000000000001 629.11000000000013 1374.0700000000002 1107.1660000000004 1113.0755000000001 0 679.73250000000019 573.0100000000001 152.55250000000004 1 2779.5510000000008 9.3820000000000032 927.22500000000002 683.01949999999999 2022.5000000000002 1867.1242800000002 11.306900000000001 786.48464000000001 1280.6000000000004 2191.9772225000002 decision_type=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 2 left_child=5 2 3 4 7 10 8 -2 9 -7 12 20 18 15 17 16 -14 -15 23 22 21 27 -20 25 -25 -1 -16 -12 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 11 -13 13 14 26 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 leaf_value=-0.00069520767038520231 -1.0169058445181167 9.4361317386627199 -4.6808007459640502 5.3242160276266253 -4.5621980728421896 -1.052468850419328 -5.8552925794552539 3.8674958851337431 -2.4774372544781915 3.2485457105472171 -0.52408644813961458 5.2795769691467287 1.0851741448227241 0.39899870395660403 -2.8638624304771425 2.205200062949082 -1.0350207416047441 -0.63980500031591725 -1.0380126177180897 1.2370346285502116 -1.5413797095688906 1.8154018111228942 -2.8320289496275097 0.050933893671575581 -1.5885421547359893 0.21772424853116118 -1.418086934812141 0.41041594920126168 leaf_weight=360609 35 20 20 26 28 37 39 20 29 29 45 20 49 110 50 29 47 273 44 30 22 20 26 53 45 1134 33 37 leaf_count=360609 35 20 20 26 28 37 39 20 29 29 45 20 49 110 50 29 47 273 44 30 22 20 26 53 45 1134 33 37 internal_value=0 0.990288 -0.319145 0.481159 -1.03594 -0.00152923 -1.82788 0.75924 -0.174518 0.837371 -0.000854437 0.691602 -0.00112949 -0.430959 -0.678939 0.507247 0.0471621 -0.347741 -0.000427633 -0.821943 -0.0483937 0.273623 -1.70436 -0.000200596 -0.701887 -1.05015e-05 -2.28904 -0.102421 internal_weight=0 149 129 109 83 362810 134 55 95 66 362676 144 362532 591 466 125 96 383 361941 100 124 102 70 361841 98 361743 83 82 internal_count=362959 149 129 109 83 362810 134 55 95 66 362676 144 362532 591 466 125 96 383 361941 100 124 102 70 361841 98 361743 83 82 cat_boundaries=0 1 7 cat_threshold=81 32768 262144 0 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=972 num_leaves=32 num_cat=0 split_feature=1 12 26 0 3 8 5 6 9 5 5 3 7 7 1 7 14 8 16 3 7 4 2 8 6 0 1 10 9 11 2 split_gain=1.43827e+06 4.39045e+06 9.583e+06 2.51657e+07 1.34672e+07 5.61349e+06 4.19457e+06 2.07141e+06 9.68877e+06 2.9762e+06 2.53324e+06 2.20109e+06 3.25566e+06 4.23978e+06 1.66618e+06 571614 807054 2.84661e+06 1.13578e+06 1.07483e+06 768683 517925 1.59067e+06 3.28035e+06 745303 706474 3.61315e+06 1.09221e+06 280997 237386 15177.8 threshold=2779.5510000000008 977.87575000000004 2022.5000000000002 988.99750000000006 745.12500000000011 1926.0125000000005 1287.5327000000002 2871.8940000000007 1532.4010000000001 658.22750000000008 54.992700000000006 2692.2960000000003 209.55600000000004 1489.0961200000002 629.11000000000013 987.73900000000015 602.7274450000001 153.17075000000003 146.78800000000004 802.00500000000011 1489.0961200000002 784.4625000000002 119.85500000000002 43.299500000000009 685.98275000000012 1836.963 326.91650000000004 2855.9890500000006 70.789000000000016 419.91000000000003 53.405000000000008 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=7 2 4 28 -2 -3 -6 11 9 10 -9 15 14 -14 30 21 18 -18 19 -17 -19 25 24 -24 -23 27 -27 -1 -4 -20 -13 right_child=1 5 3 -5 6 -7 -8 8 -10 -11 -12 12 13 -15 -16 16 17 20 29 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 -32 leaf_value=-0.0011992701961374484 -4.1293631468878855 -1.8535986564272926 -1.0312335805892945 -13.931461022377015 7.3225883556547613 5.2974413100532862 1.3136705769025363 -0.49295610577348742 6.9875061122576394 -2.5569637896797874 4.0719045572280885 -0.85570242309570321 -5.9922996615480502 -0.078368444226004863 2.3913070124671574 -0.035369832163219747 3.9125647020339969 0.65655267028808595 -0.96001322356137364 -1.2121862224779631 -1.0969382213711738 -0.055615924898458992 1.5421014817817644 -0.083341696300004653 -1.5093783249980524 -0.36148610804631159 2.5260810078107396 1.8463548091053963 0.64506317627429965 -1.9987754891135476 -1.2252970659732818 leaf_weight=360562 36 21 20 20 21 23 26 31 24 33 20 25 27 22 21 424 20 50 44 95 50 490 220 285 38 130 65 32 20 44 20 leaf_count=360562 36 21 20 20 21 23 26 31 24 33 20 25 27 22 21 424 20 50 44 95 50 490 220 285 38 130 65 32 20 44 20 internal_value=0 -0.877884 -1.72783 -4.77254 0.473165 1.88444 3.99851 -0.000658964 1.38404 -0.216945 1.29719 -0.00107132 -1.38432 -3.33707 0.0654386 -0.000632558 -0.280755 0.4686 -0.428898 -0.250779 -0.220193 -6.9714e-05 0.223525 0.624772 -0.160243 -0.000709905 0.601036 -0.00103531 -0.193085 -1.47939 -1.01997 internal_weight=0 187 143 60 83 44 47 362772 108 84 51 362664 115 49 66 362549 727 120 607 519 100 361822 1033 505 528 360789 195 360594 40 88 45 internal_count=362959 187 143 60 83 44 47 362772 108 84 51 362664 115 49 66 362549 727 120 607 519 100 361822 1033 505 528 360789 195 360594 40 88 45 is_linear=0 shrinkage=0.01 Tree=973 num_leaves=30 num_cat=5 split_feature=6 18 17 12 4 3 12 7 4 2 0 3 2 3 26 26 7 19 16 24 3 3 25 24 0 6 24 25 26 split_gain=1.40029e+06 1.61148e+07 4.41355e+06 7.8025e+06 6.04575e+06 4.34166e+06 8.66953e+06 2.11984e+06 1.79143e+06 1.62767e+06 1.17641e+06 2.38331e+06 3.79808e+06 3.40067e+06 1.07873e+06 875696 505622 3.83374e+06 1.91272e+06 1.29612e+06 923467 642439 4.45481e+06 5.69057e+06 2.00619e+06 535479 1.24687e+06 404907 39282.5 threshold=2871.8940000000007 321.88825000000003 117.29750000000001 309.04641250000003 1876.5445000000002 2692.2960000000003 164.94000000000003 26.254000000000001 31.097000000000005 335.66350000000006 2773.7250000000004 974.18930000000012 26.254000000000001 27.489250000000002 2022.5000000000002 2022.5000000000002 987.73900000000015 1374.0700000000002 146.78800000000004 0 1278.9218000000003 689.90820000000008 1 2 746.42750000000012 1118.3050000000001 3 4 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 9 1 2 2 1 9 2 left_child=5 2 3 4 9 10 7 8 15 28 16 12 14 -14 -12 -7 21 18 19 -18 -20 25 23 -23 -24 27 -27 -1 -2 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 -19 20 -21 -22 22 24 -25 -26 26 -28 -29 -30 leaf_value=-0.039556618423106163 -0.83893177790939799 9.3202918338775635 -4.6449256649017334 5.2458494157057549 -5.3910144324924634 -1.9652909889221193 -5.7710349609301641 -2.424975441982006 2.9285816653251646 2.9683688528537751 -3.1453937673568726 -3.5352900552749635 4.8880335199265259 -0.67786203384399413 -0.4312925354639689 0.95848455156598777 0.40266335351062277 4.054935535430908 -1.0572996348285675 -0.54459280583155012 -3.2376312745135767 2.8862546434111267 0.15088321514943298 -0.13320682411684709 -0.94664047919392025 1.0856759121852952 -0.13072155786021319 0.0018010022605798176 -0.21217420768737794 leaf_weight=25464 20 20 20 26 23 20 39 29 25 20 32 28 21 23 27 21 255 20 125 309 23 121 820 126 209 138 197 334738 20 leaf_count=25464 20 20 20 26 23 20 39 29 25 20 32 28 21 23 27 21 255 20 125 309 23 121 820 126 209 138 197 334738 20 internal_value=0 0.96813 -0.326779 0.465541 -1.0319 -0.00149786 -1.80118 -0.171446 0.818741 0.639088 -0.000832918 -0.948303 -0.245045 1.97859 -1.90335 -0.467747 -0.000490564 -0.263045 -0.384336 -0.118829 -1.39613 4.06201e-05 0.224028 1.40071 -0.0713413 -0.000752108 0.398868 -0.00112377 -0.525553 internal_weight=0 149 129 109 83 362810 134 95 66 60 362676 131 103 44 59 41 362545 732 712 564 148 361813 1276 247 1029 360537 335 360202 40 internal_count=362959 149 129 109 83 362810 134 95 66 60 362676 131 103 44 59 41 362545 732 712 564 148 361813 1276 247 1029 360537 335 360202 40 cat_boundaries=0 1 7 8 9 15 cat_threshold=1265 4 134217728 4177 1073741824 16384 1025 3376 1202 1920991298 69636 1078001665 1074352388 557057 209896448 is_linear=0 shrinkage=0.01 Tree=974 num_leaves=32 num_cat=2 split_feature=1 12 26 0 3 17 5 6 17 3 7 7 4 3 1 7 25 2 6 4 12 4 25 2 0 0 1 10 4 11 2 split_gain=1.40395e+06 4.25733e+06 9.40922e+06 2.46121e+07 1.32535e+07 5.37561e+06 4.06826e+06 1.99828e+06 7.83827e+06 2.09764e+06 3.11565e+06 4.15277e+06 1.96874e+06 2.31585e+06 1.6218e+06 548586 1.16169e+06 1.29005e+06 1.47774e+06 900706 665880 508774 2.74755e+06 1.99229e+06 1.03011e+06 699710 3.52505e+06 1.07077e+06 425403 140951 14444.5 threshold=2779.5510000000008 977.87575000000004 2022.5000000000002 988.99750000000006 745.12500000000011 236.78700000000006 1287.5327000000002 2871.8940000000007 86.454999999999998 2692.2960000000003 209.55600000000004 1489.0961200000002 1291.5535000000002 119.5475 629.11000000000013 987.73900000000015 0 1444.3300000000002 1295.575 1115.3337000000004 679.73250000000019 784.4625000000002 1 119.85500000000002 321.84000000000009 1836.963 326.91650000000004 2855.9890500000006 72.541615000000021 45.862600000000008 53.405000000000008 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 left_child=7 2 4 29 -2 -3 -6 9 12 15 14 -12 13 -9 30 21 20 19 -19 -18 28 25 24 -24 -23 27 -27 -1 -17 -4 -11 right_child=1 5 3 -5 6 -7 -8 8 -10 10 11 -13 -14 -15 -16 16 17 18 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 -32 leaf_value=-0.0011872995260963581 -4.0892292488945854 5.510774834950765 -0.78608987307548517 -13.778886898040771 7.2475653366815482 -1.4871076401420262 1.3298095138256367 -0.71083736139535902 6.1436996019803569 -0.84376419525146495 -5.8895376071223504 -0.036604700630361385 -2.8857274041175844 3.328493246598677 2.3615329298518954 -1.5577232707630504 -0.076729237217587218 2.7044298200896293 -0.64146402749148279 -1.2285173913572407 -2.754397039413452 -0.46654152275737887 -0.030820885045187818 0.95376820392423756 -2.2185296730768114 -0.35255718053304236 2.4995871115464432 1.8281411477923393 -0.15070932093120756 0.4011364426612854 -1.2043200812339783 leaf_weight=360562 36 21 20 20 21 23 26 40 26 25 27 22 20 22 21 44 483 33 22 79 24 167 392 432 42 130 65 32 42 20 20 leaf_count=360562 36 21 20 20 21 23 26 40 26 25 27 22 20 22 21 44 483 33 22 79 24 167 392 432 42 130 65 32 42 20 20 internal_value=0 -0.867339 -1.7043 -4.72128 0.476647 1.85279 3.97391 -0.000641309 1.3594 -0.00104632 -1.3514 -3.26169 -0.157576 0.722473 0.0668437 -0.000617993 -0.27504 -0.0940656 1.36607 -0.238635 -1.17479 -6.66031e-05 0.221544 0.479552 -0.781236 -0.000701113 0.598158 -0.00102496 -0.870577 -0.192477 -1.00401 internal_weight=0 187 143 60 83 44 47 362772 108 362664 115 49 82 62 66 362549 727 617 55 562 110 361822 1033 824 209 360789 195 360594 86 40 45 internal_count=362959 187 143 60 83 44 47 362772 108 362664 115 49 82 62 66 362549 727 617 55 562 110 361822 1033 824 209 360789 195 360594 86 40 45 cat_boundaries=0 4 10 cat_threshold=9437184 4 4096 65536 134217728 134217732 64 1075838976 2048 2147483649 is_linear=0 shrinkage=0.01 Tree=975 num_leaves=21 num_cat=0 split_feature=8 14 6 0 12 3 1 1 1 9 18 11 9 0 15 12 3 8 7 3 split_gain=2.25803e+06 1.2708e+07 2.96658e+07 1.1264e+06 8.15345e+06 1.53546e+07 1.08811e+07 6.59398e+06 797530 587936 1.68479e+06 1.57373e+06 6.04739e+06 1.26208e+06 1.15941e+06 904257 1.28236e+06 656482 553111 505270 threshold=2877.4750000000008 2857.2975000000001 2871.8940000000007 2773.7250000000004 83.704444500000022 353.54500000000002 355.00374000000005 1891.4572200000002 469.42150000000009 2724.2674800000009 10.718000000000002 2995.7383125000001 406.08214000000004 474.32500000000005 2640.1488000000004 1922.9850000000004 689.90820000000008 998.8850000000001 19.649875000000005 17.811866500000004 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 8 9 5 6 -5 -7 18 11 13 14 -13 19 15 17 -17 -1 -2 -11 right_child=1 -3 -4 4 -6 7 -8 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=0.00010223440234684479 0.39732082807100738 -5.7046489265986855 13.745626194119454 -0.25167844695704328 4.9581454031531882 -1.6073343127965927 7.6827267303466797 -9.3819589767456062 1.4531259181581695 0.057795895621890116 -3.3695985288619994 -1.0085872158312028 6.044401494860649 1.9634475181216287 1.7706308995494369 -0.21800202037714705 -2.590897206366062 0.34003740756603867 -1.6858955871582033 -2.1358521163463595 leaf_weight=362250 26 21 20 56 37 24 25 20 29 21 20 31 20 21 37 79 32 569 25 21 leaf_count=362250 26 21 20 56 37 24 25 20 29 21 20 31 20 21 37 79 32 569 25 21 internal_value=0 1.36726 2.85236 0.000966054 0.834632 -0.385928 2.19721 -5.14125 0.129045 0.000594108 -0.840949 0.000786517 1.75729 -0.0382029 0.000539713 0.000359256 -0.90208 0.000635346 -0.623864 -1.03903 internal_weight=0 121 100 363263 162 125 81 44 80 363101 83 363018 51 63 362967 362930 111 362819 51 42 internal_count=363384 121 100 363263 162 125 81 44 80 363101 83 363018 51 63 362967 362930 111 362819 51 42 is_linear=0 shrinkage=0.01 Tree=976 num_leaves=22 num_cat=1 split_feature=8 13 5 11 1 13 4 3 4 26 14 10 19 7 7 20 26 8 25 7 11 split_gain=2.21309e+06 1.35838e+07 3.78035e+07 6.17582e+06 948048 1.26866e+07 1.03636e+07 3.27146e+06 4.18068e+06 2.94115e+06 861806 2.11751e+06 572618 1.79922e+06 494889 485920 415442 1.65654e+06 1.47018e+06 135062 123396 threshold=2877.4750000000008 308.5800000000001 1874.1882800000003 1962.6297000000002 2779.5510000000008 320.24300000000005 2632.2792750000003 1107.1660000000004 22.317000000000004 2022.5000000000002 2857.2975000000001 800.19400000000007 1711.5412500000002 654.14525000000003 183.40100000000004 2447.4425000000006 2022.5000000000002 1926.0125000000005 0 19.649875000000005 1.2392130000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=4 2 19 -3 10 6 7 8 9 -6 12 -12 15 14 20 16 17 -1 -18 -2 -14 right_child=1 3 -4 -5 5 -7 -8 -9 -10 -11 11 -13 13 -15 -16 -17 18 -19 -20 -21 -22 leaf_value=0.010817250089184213 0.15350791931152344 0.77052730178833007 15.801528289794922 -6.3312926446398103 5.0497956533992996 7.0137374346344563 -7.1412601814270023 -2.5705139828721686 -1.4714555858743603 0.35732478213581176 -0.54267257419125781 3.4728883632024128 -0.16445682691805291 -3.2825746887380429 1.2738403297605969 1.3179450218166624 -0.10328088225228788 2.2183233788434196 -0.001461069963095904 -0.86652913976598667 -1.1599002000689507 leaf_weight=181540 25 25 20 24 34 27 20 24 29 22 29 24 33 22 21 28 15497 34 165859 27 20 leaf_count=181540 25 25 20 24 34 27 20 24 29 22 29 24 33 22 21 28 15497 34 165859 27 20 internal_value=0 1.35359 4.11767 -2.70792 0.000956393 0.780355 -0.524307 0.689813 1.61038 3.20632 0.000621544 1.27569 0.000435404 -0.771782 -0.0253302 0.00063965 0.00053802 0.0112306 -0.0101674 -0.376127 -0.540096 internal_weight=0 121 72 49 363263 156 129 109 85 56 363107 53 363054 96 74 362958 362930 181574 181356 52 53 internal_count=363384 121 72 49 363263 156 129 109 85 56 363107 53 363054 96 74 362958 362930 181574 181356 52 53 cat_boundaries=0 6 cat_threshold=1074823168 327684 2147549185 1073898512 4195856 524290 is_linear=0 shrinkage=0.01 Tree=977 num_leaves=20 num_cat=0 split_feature=8 5 4 0 5 12 3 7 9 5 11 9 15 12 3 8 0 8 9 split_gain=2.16905e+06 1.28893e+07 2.02841e+06 1.09915e+06 1.07073e+07 1.30241e+07 9.75696e+06 5.33922e+06 577677 2.27863e+06 1.53357e+06 5.89597e+06 1.13364e+06 889522 1.26544e+06 640409 435354 426025 240099 threshold=2877.4750000000008 2763.7525000000005 2632.2792750000003 2773.7250000000004 419.26300000000009 2.3494180000000005 26.149852500000005 223.09800000000004 2724.2674800000009 658.22750000000008 2995.7383125000001 406.08214000000004 2640.1488000000004 1922.9850000000004 689.90820000000008 998.8850000000001 412.47230000000008 149.36175000000003 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=3 2 16 8 5 6 -5 -6 10 17 12 -12 13 15 -15 -1 18 -10 -2 right_child=1 -3 -4 4 7 -7 -8 -9 9 -11 11 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=9.5316080972581227e-05 0.31510324609690699 7.0244281012217211 -3.3469292020797732 3.3212994278083414 -6.7530582536969872 9.9266720427274713 -3.7626191435189082 -0.30291534264882403 -0.19163452629859631 -2.6810525116404973 -0.99631478071212776 5.9678150415420532 1.7508330629967355 -0.21516007257413261 -2.5723435559868815 0.33584324273577054 1.4271138485995207 1.7496758689880372 -1.1091241118907929 leaf_weight=362250 29 30 20 59 21 20 29 33 26 37 31 20 37 79 32 569 22 20 20 leaf_count=362250 29 30 20 59 21 20 29 33 26 37 31 20 37 79 32 569 22 20 20 internal_value=0 1.34005 -0.533918 0.0009468 0.824467 2.64235 0.986826 -2.8113 0.000579381 -0.833589 0.000770104 1.73472 0.00052647 0.00034803 -0.894708 0.000621861 0.258479 0.652413 -0.266214 internal_weight=0 121 91 363263 162 108 88 54 363101 83 363018 51 362967 362930 111 362819 71 46 49 internal_count=363384 121 91 363263 162 108 88 54 363101 83 363018 51 362967 362930 111 362819 71 46 49 is_linear=0 shrinkage=0.01 Tree=978 num_leaves=23 num_cat=0 split_feature=8 5 4 1 0 5 1 1 2 26 9 5 15 14 1 12 3 5 3 8 12 14 split_gain=2.12589e+06 1.26328e+07 1.98805e+06 1.15186e+06 1.07728e+06 1.04942e+07 1.4581e+07 6.97408e+06 2.63125e+06 3.25393e+06 566182 2.23328e+06 1.20909e+06 3.84585e+06 1.12346e+06 917994 1.38714e+06 1.05686e+06 5.63461e+06 691846 473805 368140 threshold=2877.4750000000008 2763.7525000000005 2632.2792750000003 469.42150000000009 2773.7250000000004 419.26300000000009 1891.4572200000002 1891.4572200000002 27.046500000000005 2022.5000000000002 2724.2674800000009 658.22750000000008 2640.1488000000004 709.17750000000012 33.333000000000006 1922.9850000000004 689.90820000000008 2763.7525000000005 1278.9218000000003 998.8850000000001 45.558500000000009 271.24895000000004 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 20 10 6 8 -7 9 -6 12 14 15 -14 -12 17 21 19 -19 -1 -2 -17 right_child=1 -3 -4 -5 5 7 -8 -9 -10 -11 11 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 leaf_value=3.9865010167589825e-05 0.21904760558029701 6.9541842104593909 -3.3134597930908205 2.156787672693079 4.3071130207606725 0.19658052951097488 9.3109264541625976 -7.1174046353860332 -1.5922796370766381 -0.83212175477634776 -0.72476821963603688 -2.6542420351021998 -1.2980904076547384 4.614796358021823 2.4277440948486326 0.23499054431915284 -2.6240051549853702 -0.4991865528606978 5.2204828286170963 0.35148644542949087 -1.7816606073379517 -1.2376404285430909 leaf_weight=362213 29 30 20 22 28 32 25 22 33 22 26 37 22 22 20 58 33 61 24 561 20 24 leaf_count=362213 29 30 20 22 28 32 25 22 33 22 26 37 22 22 20 58 33 61 24 561 20 24 internal_value=0 1.32665 -0.528579 0.255894 0.000937333 0.816223 2.61593 -2.78319 0.599365 2.04585 0.000573587 -0.825254 0.000762403 1.65835 0.645889 0.000561469 -0.892749 0.000844584 1.11578 0.000583348 -0.597568 -0.196023 internal_weight=0 121 91 71 363263 162 108 54 83 50 363101 83 363018 44 46 362974 115 362859 85 362774 49 82 internal_count=363384 121 91 71 363263 162 108 54 83 50 363101 83 363018 44 46 362974 115 362859 85 362774 49 82 is_linear=0 shrinkage=0.01 Tree=979 num_leaves=23 num_cat=0 split_feature=8 13 5 6 6 2 1 2 4 3 26 7 3 14 6 19 2 6 5 26 19 7 split_gain=2.08358e+06 1.3414e+07 3.66419e+07 6.68698e+06 1.06524e+06 7.68732e+06 2.95705e+06 1.28173e+07 6.16696e+06 3.22706e+06 2.5076e+06 4.38269e+06 1.4911e+06 639263 1.717e+06 491717 1.50505e+06 545172 2.45678e+06 417598 394141 128406 threshold=2877.4750000000008 308.5800000000001 1874.1882800000003 1913.0125000000005 2871.8940000000007 2593.0505000000003 2779.5510000000008 2593.0505000000003 1517.5820000000001 642.60925000000009 2022.5000000000002 230.84208550000002 7.2660000000000009 2857.2975000000001 53.913750000000007 1711.5412500000002 720.28944000000013 1913.0125000000005 1530.4632000000001 2022.5000000000002 2812.9105000000004 19.649875000000005 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 21 -3 6 10 13 8 9 12 -6 -12 -8 15 -15 17 20 19 -19 -1 -17 -2 right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 leaf_value=0.011193621631484116 0.15233504333496092 0.47659672592367441 15.563090171813965 -6.9883098384312223 -1.9383202693923827 -6.1277551688318672 0.83484779988105107 7.7898783698448772 -5.0284385414123536 3.8631393825185714 -0.89299275696277625 4.6344318844721872 -2.4150730791091921 -0.55465163135528561 3.3763744497299193 -0.54714105364680299 -3.1572610626220707 -0.036348390568896098 3.4650182006835939 -0.010265325073586469 1.0590446775609796 -0.84225228839450406 leaf_weight=181496 25 28 20 21 31 23 48 26 20 29 32 26 20 25 20 50 20 101 25 181249 22 27 leaf_count=181496 25 28 20 21 31 23 48 26 20 29 32 26 20 25 20 50 20 101 25 181249 22 27 internal_value=0 1.31338 4.06013 -2.72265 0.000927959 -0.974168 0.00122869 1.43895 0.0276368 1.07013 0.357658 1.58482 -0.121011 0.000662327 1.19247 0.000514567 -0.730471 0.000699896 0.658367 0.000471454 -0.0563621 -0.364085 internal_weight=0 121 72 49 363263 112 363151 143 117 97 89 58 68 363008 45 362963 92 362871 126 362745 72 52 internal_count=363384 121 72 49 363263 112 363151 143 117 97 89 58 68 363008 45 362963 92 362871 126 362745 72 52 is_linear=0 shrinkage=0.01 Tree=980 num_leaves=31 num_cat=1 split_feature=10 24 5 5 19 12 5 7 10 2 7 2 1 5 26 2 21 12 1 7 6 9 1 5 5 19 5 6 1 1 split_gain=1.67856e+06 7.09832e+06 1.732e+07 7.0966e+06 7.36674e+06 2.15513e+06 1.91226e+06 1.5507e+07 2.75192e+07 3.23048e+06 1.42174e+06 4.13612e+06 3.01153e+06 1.30663e+07 7.2023e+06 9.95638e+06 1.22318e+06 1.50579e+06 1.73362e+06 923749 815932 3.66702e+06 1.26274e+06 650778 636111 1.73067e+06 909815 585937 576687 17822.6 threshold=1797.2975000000001 0 1874.1882800000003 1121.68056 10.601000000000001 235.67175000000006 2763.7525000000005 572.8955000000002 152.20455000000001 957.78375000000017 1113.0755000000001 2593.0505000000003 2779.5510000000008 14.489570000000002 2022.5000000000002 13.802000000000001 148.57950000000002 1521.0400000000002 1256.4300000000001 987.73900000000015 1913.0125000000005 479.07240500000006 494.77402000000006 7.7340000000000009 1121.68056 272.70250000000004 543.59225000000015 15.579750000000002 76.322797075000025 16.567500000000003 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 left_child=6 2 19 5 -5 23 10 9 -9 29 12 16 20 14 15 -14 17 18 -12 27 24 22 -22 -3 26 -26 -1 -2 -7 -8 right_child=1 3 -4 4 -6 28 7 8 -10 -11 11 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0010857601887208706 -0.63546080643932024 1.4682315417815901 -10.828941383361817 0.62351674233713461 8.4079502153396604 -1.2260430035591126 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-0.287727 internal_weight=0 247 101 146 51 95 363236 122 49 73 363114 572 362542 98 61 40 549 521 491 79 362444 147 118 49 362297 431 361866 56 46 51 internal_count=363483 247 101 146 51 95 363236 122 49 73 363114 572 362542 98 61 40 549 521 491 79 362444 147 118 49 362297 431 361866 56 46 51 cat_boundaries=0 1 cat_threshold=653 is_linear=0 shrinkage=0.01 Tree=981 num_leaves=33 num_cat=2 split_feature=10 3 5 12 5 7 10 3 7 2 1 5 0 3 15 16 3 5 16 10 2 25 0 1 2 25 4 17 0 0 0 4 split_gain=1.64516e+06 5.91e+06 2.607e+06 6.23307e+06 1.87421e+06 1.51984e+07 2.69716e+07 4.76844e+06 1.39345e+06 4.05382e+06 2.9516e+06 1.28062e+07 1.0508e+07 1.61391e+06 2.09111e+06 1.52608e+06 1.80762e+06 1.2132e+06 1.18425e+06 780057 917942 582371 2.45152e+06 1.85988e+06 778575 2.54157e+06 777188 474478 418426 94498.8 48467.3 47867.6 threshold=1797.2975000000001 2692.2960000000003 1287.5327000000002 1280.6000000000004 2763.7525000000005 572.8955000000002 152.20455000000001 1107.1660000000004 1113.0755000000001 2593.0505000000003 2779.5510000000008 14.489570000000002 988.99750000000006 870.71080000000018 952.35500000000013 77.458000000000013 241.13250000000002 1530.4632000000001 295.86000000000007 2855.9890500000006 3.8143515000000003 0 1266.1895000000002 367.53225000000003 621.21800000000007 1 2632.2792750000003 764.58199999999999 135.10560000000001 22.906500000000005 1836.963 9.1375000000000011 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 9 2 2 2 2 2 2 left_child=4 2 18 -4 8 7 -7 31 10 13 21 12 -12 15 17 16 -10 -15 19 20 -2 22 23 -1 26 -26 -23 -17 -20 -21 -24 -6 right_child=1 -3 3 -5 5 6 -8 -9 9 -11 11 -13 -14 14 -16 27 -18 -19 28 29 -22 24 30 -25 25 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.032114911225580432 1.3978671078804212 -4.4442729653810202 5.5167902453740441 -1.4872479010511328 -0.13743064154749332 11.972280536379133 -3.0198302060081845 -5.1941060668945322 -0.15634258463920789 -4.60678655380788 1.3217467084683869 -2.9061575752335624 9.8855918618907097 -1.4291670577843985 1.3477641083883203 -1.7141949204405149 1.5185420703333479 -4.2010956220626836 -1.2557777708768845 -0.85452184175903145 -0.850138064622879 0.0024490049658739722 -1.9163033478348346 -1.1831021805713282 -0.46570774079866745 0.46227673602797864 1.3469378200797146 -0.13769237697124481 -3.3013229255676273 -1.7712573102246161 -2.5273500518798828 0.49470077438354493 leaf_weight=32598 39 38 24 27 23 28 21 25 257 23 38 37 23 75 23 60 86 20 20 22 34 328072 27 141 388 1150 43 28 20 23 25 25 leaf_count=32598 39 38 24 27 23 28 21 25 257 23 38 37 23 75 23 60 86 20 20 22 34 328072 27 141 388 1150 43 28 20 23 25 25 internal_value=0 -0.816613 -0.157038 1.80877 -0.000213626 1.23903 5.54709 -1.65269 -0.000629989 -0.49381 0.000148125 1.73538 4.55074 -0.3215 -1.35772 -0.0378016 0.263599 -2.01273 -0.791571 -0.287511 0.350851 -0.000321058 -0.0405056 -0.037072 0.00367726 0.228147 0.0026252 -1.21258 -2.27855 -1.32308 -2.21008 0.191804 internal_weight=0 247 209 51 363236 122 49 73 363114 572 362542 98 61 549 118 431 343 95 158 118 73 362444 32791 32739 329653 1538 328115 88 40 45 52 48 internal_count=363483 247 209 51 363236 122 49 73 363114 572 362542 98 61 549 118 431 343 95 158 118 73 362444 32791 32739 329653 1538 328115 88 40 45 52 48 cat_boundaries=0 6 13 cat_threshold=1350565954 805441540 1614815298 268457232 2248278024 210764800 135266308 134479936 528385 6291456 4200448 1 2 is_linear=0 shrinkage=0.01 Tree=982 num_leaves=28 num_cat=1 split_feature=11 4 6 4 12 14 2 5 7 1 16 25 9 3 5 7 21 6 2 8 3 1 1 1 0 11 3 split_gain=1.37427e+06 1.00656e+07 4.04229e+06 1.42358e+06 1.81989e+07 3.79336e+07 7.38926e+06 2.34638e+06 1.25645e+06 3.56181e+06 2.06365e+06 2.21447e+06 3.11389e+06 1.81266e+06 1.15209e+06 5.36564e+06 1.08656e+06 993813 3.72389e+06 1.23033e+06 980953 5.42178e+06 3.80842e+06 935851 586843 535722 207140 threshold=2995.7383125000001 2632.2792750000003 797.20500000000004 2632.2792750000003 85.539750000000012 643.44200000000012 2593.0505000000003 483.99125000000009 1113.0755000000001 2779.5510000000008 131.78400000000002 0 197.70787500000003 870.71080000000018 2763.7525000000005 258.90150000000006 148.57950000000002 1913.0125000000005 1092.7150000000004 514.22900000000016 1854.9329420000001 1891.4572200000002 2779.5510000000008 15.915899999999999 15.5815 654.29690000000005 83.515000000000001 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 left_child=3 2 23 8 6 -6 7 24 14 10 11 12 -10 -13 17 26 25 20 19 -19 22 -22 -1 -2 -5 -12 -16 right_child=1 -3 -4 4 5 -7 -8 -9 9 -11 16 13 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.00076402185412139387 0.11736847511359624 -7.1441391563415531 3.7345641767061677 -0.046625217795372008 16.576041414976121 -1.9010264908790588 -5.5724548800238249 2.5305920257568362 3.1885646871725721 -4.6069656667709351 -1.5113574823912452 -0.108395249589058 -0.12808219935583032 -2.1576187151553583 0.10856471903183881 5.6747249927520746 -3.2910305320739748 -0.40030854080662587 4.4228074169158935 1.9417596277697333 -0.12639134305262426 -5.5104996774593991 2.2993498153653413 -2.6049918411089026 -2.2291317228837446 -0.041162779575739154 -1.1546109808058966 leaf_weight=362138 28 22 26 28 20 25 29 30 48 20 68 281 69 51 34 20 25 99 24 29 171 21 72 23 22 39 21 leaf_count=362138 28 22 26 28 20 25 29 30 48 20 68 281 69 51 34 20 25 99 24 29 171 21 72 23 22 39 21 internal_value=0 -1.1788 0.525587 -0.000439773 0.960814 6.311 -1.24798 0.319642 -0.000847319 -0.457699 -0.314867 0.00827575 1.13554 -0.410812 -9.01606e-05 1.23918 -1.41404 -0.000346524 0.808078 0.130316 -0.000685597 -0.715278 -0.000306806 -1.11036 -1.00693 -0.975492 -0.373739 internal_weight=0 99 77 363384 154 45 109 80 363230 601 581 449 117 332 362629 75 132 362554 152 128 362402 192 362210 51 50 107 55 internal_count=363483 99 77 363384 154 45 109 80 363230 601 581 449 117 332 362629 75 132 362554 152 128 362402 192 362210 51 50 107 55 cat_boundaries=0 3 cat_threshold=32768 0 256 is_linear=0 shrinkage=0.01 Tree=983 num_leaves=30 num_cat=1 split_feature=10 24 5 5 19 4 4 12 5 7 10 2 7 2 1 5 0 21 12 0 6 9 1 5 19 5 8 5 0 split_gain=1.60196e+06 6.96034e+06 1.69246e+07 6.97948e+06 7.24019e+06 2.52895e+06 2.50731e+06 1.89893e+06 1.83572e+06 1.48592e+07 2.65014e+07 3.08433e+06 1.35178e+06 3.93589e+06 2.85607e+06 1.25083e+07 1.03416e+07 1.17189e+06 1.61498e+06 1.92341e+06 779849 3.55392e+06 1.22353e+06 624159 1.69457e+06 886952 592491 197651 92340.5 threshold=1797.2975000000001 0 1874.1882800000003 1121.68056 10.601000000000001 970.01225000000011 508.16875000000005 103.16625000000001 2763.7525000000005 572.8955000000002 152.20455000000001 957.78375000000017 1113.0755000000001 2593.0505000000003 2779.5510000000008 14.489570000000002 988.99750000000006 16.762500000000003 1521.0400000000002 1501.0951200000002 1913.0125000000005 479.07240500000006 494.77402000000006 1121.68056 272.70250000000004 543.59225000000015 82.753500000000017 483.99125000000009 55.47025750000001 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 left_child=8 2 6 5 -5 7 26 -3 12 11 -11 28 14 17 20 16 -16 18 19 -14 23 22 -22 25 -25 -1 -2 -19 -10 right_child=1 3 -4 4 -6 -7 -8 -9 9 10 -12 -13 13 -15 15 -17 -18 27 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.0010602981340938032 -1.0489626484057484 1.6000185033347873 -10.698066447864878 0.6289207270837599 8.3462015638351446 -3.902830919569189 2.0868665729869496 -1.6259804107047415 -0.62476446966971122 11.854915707451958 -3.0059521993001299 -4.7626521578702059 -0.15134263721627317 -4.5390786788774573 1.2861530696718315 -2.8801530270318727 9.781927178424338 -1.261749857902527 2.1475639583383286 -2.6529094658475936 -0.51671397976039612 3.8643411531119511 2.1455567741394042 -0.57308070990639903 1.665222728832348 0.27069676205280907 -3.1271029016245966 -2.6676329138278958 0.24677153825759887 leaf_weight=360661 34 36 22 31 20 22 22 37 31 28 21 22 448 23 38 37 23 20 28 33 97 29 21 394 37 1205 23 20 20 leaf_count=360661 34 36 22 31 20 22 22 37 31 28 21 22 448 23 38 37 23 20 28 33 97 29 21 394 37 1205 23 20 20 internal_value=0 -0.805817 -2.67599 0.62819 3.65531 -0.930767 -0.780722 -0.0350768 -0.000205667 1.22625 5.48597 -1.63302 -0.000617733 -0.486367 0.000148658 1.70707 4.48948 -0.316582 -0.187064 -0.322968 -0.00031287 0.7279 -0.04292 -0.000608338 -0.380929 -0.000155357 -1.88751 -1.96469 -0.282986 internal_weight=0 247 101 146 51 95 79 73 363236 122 49 73 363114 572 362542 98 61 549 509 481 362444 147 118 362297 431 361866 57 40 51 internal_count=363483 247 101 146 51 95 79 73 363236 122 49 73 363114 572 362542 98 61 549 509 481 362444 147 118 362297 431 361866 57 40 51 cat_boundaries=0 1 cat_threshold=653 is_linear=0 shrinkage=0.01 Tree=984 num_leaves=40 num_cat=3 split_feature=10 24 0 14 1 3 14 4 25 2 2 0 1 7 3 1 2 9 7 1 10 16 4 3 8 25 2 1 0 0 0 2 12 9 9 0 11 11 3 split_gain=1.57009e+06 6.82183e+06 1.43961e+07 4.02324e+06 5.45737e+06 3.61505e+06 1.9321e+06 1.79723e+06 2.9605e+07 7.21834e+07 3.85591e+07 3.12756e+06 5.23288e+06 2.54286e+06 3.08997e+06 1.4204e+06 1.19674e+06 1.09709e+06 1.0024e+06 2.49585e+06 2.59561e+06 968306 857633 1.02227e+06 684227 646471 8.39342e+06 4.19453e+06 5.34677e+06 2.0215e+06 1.66349e+06 1.11024e+06 2.39624e+06 793260 630004 586662 442550 381675 333614 threshold=1797.2975000000001 0 1836.963 1151.8115000000003 1256.4300000000001 1854.9329420000001 26.307400000000005 1876.5445000000002 1 2593.0505000000003 2593.0505000000003 1501.0951200000002 326.91650000000004 1282.0428000000002 1278.9218000000003 280.05900000000003 11.094807000000001 311.97500000000002 1113.0755000000001 1256.4300000000001 459.91795000000008 77.458000000000013 970.01225000000011 870.71080000000018 903.726 2 1444.3300000000002 2779.5510000000008 988.99750000000006 117.18350000000002 275.93200000000007 2593.0505000000003 172.584 15.378217000000001 244.55450000000005 267.74254750000006 233.45214000000001 654.29690000000005 802.00500000000011 decision_type=2 1 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 2 2 2 2 2 left_child=7 2 17 5 -5 6 16 18 9 11 13 12 -9 14 15 -10 -3 -2 25 21 -21 22 23 -20 37 26 30 31 29 -29 34 36 -33 -32 -1 -19 -27 -23 -24 right_child=1 3 -4 4 -6 -7 -8 8 10 -11 -12 -13 -14 -15 -16 -17 -18 35 19 20 -22 24 38 -25 -26 27 -28 28 -30 -31 33 32 -34 -35 -36 -37 -38 -39 -40 leaf_value=-0.052763127001491487 0.30486932647855658 2.9184964714896298 -10.065773800936611 -0.49372440270015172 6.5571714699786643 -4.2377384093999861 -1.5169447031815846 -0.7901346556345622 0.5187558840442863 20.41997215906779 -14.907216980934143 -2.1833400961068961 5.4045744632512331 -2.9991662208850567 3.841580427343195 -1.9612530786850875 -0.17330011549450103 -3.2794464893341062 0.38872867925824112 -4.5072008580174945 -0.27627263726859258 -1.9127328760870572 -2.2641465406417849 -1.372029422424935 0.57607631981372831 -0.00035713726352397022 -6.5748853640556328 2.3755458837085301 6.261836554209391 -1.6588306037239406 -2.0567878500300067 2.0750644039740926 -1.8831871711015702 0.23357344186306001 -1.2281423591530842 -0.88634403319585886 0.11788327437185764 -0.33934196108863468 -0.43763500356674195 leaf_weight=5275 38 31 22 21 23 20 30 30 72 24 20 26 25 26 22 34 21 20 303 29 29 58 20 37 20 353644 20 27 24 23 62 65 20 20 46 21 3194 21 20 leaf_count=5275 38 31 22 21 23 20 30 30 72 24 20 26 25 26 22 34 21 20 303 29 29 58 20 37 20 353644 20 27 24 23 62 65 20 20 46 21 3194 21 20 internal_value=0 -0.797759 -2.64923 0.621908 3.19197 -0.425775 0.503973 -0.00020361 0.802089 4.73672 -1.74424 0.674611 2.02564 -0.148024 0.431114 -0.276719 1.66989 -0.919204 -0.000820321 -0.432551 -2.39174 -0.195322 0.0341686 0.197117 -1.07619 -0.000180623 -0.108442 0.00146693 2.38204 0.519733 -0.0847065 0.000973418 1.14371 -1.49816 -0.0629243 -2.05371 0.000701214 -1.49449 -1.35089 internal_weight=0 247 101 146 44 102 82 363236 279 105 174 81 55 154 128 106 52 79 362957 537 58 479 380 340 99 362420 5423 356997 74 50 5403 356923 85 82 5321 41 356838 79 40 internal_count=363483 247 101 146 44 102 82 363236 279 105 174 81 55 154 128 106 52 79 362957 537 58 479 380 340 99 362420 5423 356997 74 50 5403 356923 85 82 5321 41 356838 79 40 cat_boundaries=0 1 7 13 cat_threshold=653 1081344 0 0 0 0 1024 8388608 0 0 16 131072 1049600 is_linear=0 shrinkage=0.01 Tree=985 num_leaves=26 num_cat=1 split_feature=7 5 15 12 10 12 5 7 3 3 13 0 5 15 3 3 0 0 4 1 6 1 25 12 11 split_gain=4.99345e+06 2.33418e+07 1.35422e+06 6.02933e+06 1.14565e+06 2.54274e+06 953915 729080 4.70158e+06 1.57647e+06 1.23922e+07 2.68943e+07 1.1884e+06 664170 1.11853e+06 3.59189e+06 655926 636759 2.83833e+06 3.06689e+06 2.35944e+06 1.02191e+06 6.24742e+06 518985 364358 threshold=2690.3565000000003 2763.7525000000005 2640.1488000000004 543.33000000000004 26.251000000000001 117.55085000000001 111.33000000000001 1489.0961200000002 1854.9329420000001 2692.2960000000003 320.24300000000005 2773.7250000000004 834.63750000000016 547.57500000000016 446.99425000000002 870.71080000000018 497.87850000000003 1501.0951200000002 678.56500000000017 166.66900000000001 685.98275000000012 1256.4300000000001 0 1521.0400000000002 760.25000000000011 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=2 4 7 -4 6 -6 -2 9 13 17 11 12 -11 14 16 -16 -9 21 19 -19 -20 23 -23 -1 -15 right_child=1 -3 3 -5 5 -7 -8 8 -10 10 -12 -13 -14 24 15 -17 -18 18 20 -21 -22 22 -24 -25 -26 leaf_value=-0.00034732227152962583 -0.49928765424660276 8.4689032275860132 1.5790950547531248 -4.6088859088959229 3.1370845367794948 -1.2644198695591518 -3.3187367066882905 0.12149828317350356 4.4790053417064524 -0.56101887577869858 6.0713664342165004 -12.335389484058727 2.2479332389831543 -1.9522295631061901 4.7963641066778271 -0.31088095664978027 -1.7618333062258635 0.025612004250987596 -2.7553785677159084 1.9393097984618035 0.62056133076951314 2.5222553448022995 -0.13812398791313171 -0.54350619848817583 -0.087299050152301785 leaf_weight=361210 28 39 32 31 21 35 21 116 27 61 20 22 20 22 21 40 22 213 47 138 37 103 405 176 20 leaf_count=361210 28 39 32 31 21 35 21 116 27 61 20 22 20 22 21 40 22 213 47 138 37 103 405 176 20 internal_value=0 1.86276 0.000224429 -1.46578 -0.590947 0.386144 -1.70762 0.000479057 0.521866 9.3539e-05 -1.13183 -2.53051 0.13255 0.0785346 0.319708 1.44735 -0.178743 0.000477793 0.382846 0.778006 -1.26836 1.81822e-05 0.448215 -0.000611848 -1.06417 internal_weight=0 144 362783 63 105 56 49 362720 268 362452 123 103 81 241 199 61 138 362329 435 351 84 361894 508 361386 42 internal_count=362927 144 362783 63 105 56 49 362720 268 362452 123 103 81 241 199 61 138 362329 435 351 84 361894 508 361386 42 cat_boundaries=0 6 cat_threshold=1049088 0 320 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=986 num_leaves=30 num_cat=2 split_feature=7 2 1 6 2 7 12 1 1 9 10 3 1 25 26 2 7 11 25 9 12 3 0 2 13 11 0 3 9 split_gain=4.89407e+06 2.4248e+07 3.85556e+06 2.15834e+06 1.44995e+06 8.16086e+06 2.65977e+07 2.60332e+07 1.90536e+06 1.11082e+06 913293 3.3451e+06 683978 7.8114e+06 2.28882e+07 2.4119e+07 3.49259e+06 3.29942e+06 2.90509e+06 2.04545e+06 836796 1.51775e+06 824894 5.51329e+06 679892 490861 411144 165213 26905.3 threshold=2690.3565000000003 2593.0505000000003 1256.4300000000001 987.12000000000012 2593.0505000000003 44.877000000000002 114.52500000000002 1891.4572200000002 494.77402000000006 1279.0000000000002 2855.9890500000006 476.54200000000009 733.23400000000015 0 2022.5000000000002 208.72700000000003 1489.0961200000002 1156.9900000000002 1 38.658010000000012 1521.0400000000002 745.12500000000011 2773.7250000000004 26.254000000000001 332.91000000000003 33.337449999999997 6.4425000000000017 20.804500000000001 22.657000000000004 decision_type=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 left_child=4 2 3 27 10 7 -7 8 26 -8 12 28 20 14 15 -14 18 -18 -15 -16 22 24 25 -24 -22 -1 -6 -2 -12 right_child=1 -3 -4 -5 5 6 9 -9 -10 -11 11 -13 13 16 19 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 leaf_value=-0.0026586295761173145 0.063598492330518258 8.5773009877327162 -3.5510031592845919 3.4110774555206298 -0.24100252534661973 10.465720943782641 -1.2859668259393602 -12.065663273023523 2.6273606472923645 -4.538540186200823 -0.69812079974583219 4.4598091911134263 12.602574564814567 0.72666634944270381 -4.4952365675426664 0.069504390188625878 0.52815483216316472 5.7377984881401067 -0.34564722097588479 -0.42603196811676031 0.10660173540917513 -3.0286537676056224 -0.94236785339859297 4.4223381970723477 -1.3822091305533122 0.0586317136861286 -2.0108972422281899 -1.0580475503206253 -0.18562975907325743 leaf_weight=347176 29 39 32 20 35 23 21 23 21 21 21 21 34 321 21 28 31 20 1060 30 107 24 53 30 43 13578 21 24 20 leaf_count=347176 29 39 32 20 35 23 21 23 21 21 21 21 34 321 21 28 31 20 1060 30 107 24 53 30 43 13578 21 24 20 internal_value=0 1.84413 -0.656756 0.611956 0.000222841 -0.936986 1.82149 -2.73 0.0585798 -2.91225 0.000649294 1.21424 0.00044176 0.210398 2.62807 6.94248 0.00125715 2.57115 -0.0936394 -2.10159 -0.00045678 -0.693772 -0.000122455 0.996683 -0.320191 -0.000351794 -0.904713 -0.444317 -0.448125 internal_weight=0 144 105 73 362783 165 65 100 77 42 362618 62 362556 1545 113 62 1432 51 1381 51 361011 174 360837 83 150 360754 56 53 41 internal_count=362927 144 105 73 362783 165 65 100 77 42 362618 62 362556 1545 113 62 1432 51 1381 51 361011 174 360837 83 150 360754 56 53 41 cat_boundaries=0 6 12 cat_threshold=1048576 0 64 0 0 1 2097152 1073742912 16 1075904512 2113536 2147483648 is_linear=0 shrinkage=0.01 Tree=987 num_leaves=28 num_cat=2 split_feature=7 2 1 2 5 7 1 4 26 9 10 5 1 25 26 2 7 11 25 9 12 16 0 2 1 2 11 split_gain=4.79668e+06 2.37655e+07 3.77884e+06 1.4211e+06 1.31665e+07 2.01494e+07 6.37405e+06 5.59462e+06 2.16553e+06 1.14109e+06 895119 4.24331e+06 670526 7.6558e+06 2.24327e+07 2.36391e+07 3.42301e+06 3.23376e+06 2.84863e+06 2.00475e+06 820144 1.48936e+06 808479 5.40358e+06 748172 553186 481093 threshold=2690.3565000000003 2593.0505000000003 1256.4300000000001 2593.0505000000003 1121.68056 46.839000000000006 1461.4925000000003 1876.5445000000002 2022.5000000000002 7.2255000000000011 2855.9890500000006 362.02000000000004 733.23400000000015 0 2022.5000000000002 208.72700000000003 1489.0961200000002 1156.9900000000002 1 38.658010000000012 1521.0400000000002 543.33000000000004 2773.7250000000004 26.254000000000001 85.426900000000003 403.46250000000003 33.337449999999997 decision_type=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 left_child=3 2 9 10 5 6 8 -6 -5 -2 12 -12 20 14 15 -14 18 -18 -15 -16 22 25 26 -24 -23 -22 -1 right_child=1 -3 -4 4 7 -7 -8 -9 -10 -11 11 -13 13 16 19 -17 17 -19 -20 -21 21 24 23 -25 -26 -27 -28 leaf_value=-0.0026320430711604167 1.9448714839710908 8.4915275216713937 -3.5154931271076202 2.1672797137293323 -2.1706980290906182 8.5249745743362997 -6.3229628524780281 -8.7749536282083263 -1.4823953934215213 -0.56152807848575792 -1.1719872603696935 4.0849143253053937 12.476548943800085 0.7196192545040857 -4.4502841422671358 0.068809534651892532 0.52287328412455902 5.6804204530715952 -0.34222304918052993 -0.42177166652679449 0.1139625359870292 -0.96894445943832397 -0.9329442296837861 4.3781146329243983 -3.6714584576196616 -1.6217935354059392 0.058045396067832426 leaf_weight=347176 34 39 32 29 29 27 20 23 37 39 34 28 34 321 21 28 31 20 1060 30 111 20 53 30 21 22 13578 leaf_count=347176 34 39 32 29 29 27 20 23 37 39 34 28 34 321 21 28 31 20 1060 30 111 20 53 30 21 22 13578 internal_value=0 1.82569 -0.650188 0.000220718 -0.927616 0.988651 -1.3774 -5.09181 0.12125 0.605836 0.000642907 1.2021 0.000437448 0.208319 2.60179 6.87305 0.00127101 2.54544 -0.0926754 -2.08057 -0.000452212 -0.686834 -0.00012123 0.986716 -2.35316 -0.173155 -0.000348276 internal_weight=0 144 105 362783 165 113 86 52 66 73 362618 62 362556 1545 113 62 1432 51 1381 51 361011 174 360837 83 41 133 360754 internal_count=362927 144 105 362783 165 113 86 52 66 73 362618 62 362556 1545 113 62 1432 51 1381 51 361011 174 360837 83 41 133 360754 cat_boundaries=0 6 12 cat_threshold=1048576 0 64 0 0 1 2097152 1073742912 16 1075904512 2113536 2147483648 is_linear=0 shrinkage=0.01 Tree=988 num_leaves=29 num_cat=2 split_feature=7 2 1 6 2 7 12 1 1 10 3 3 1 25 2 6 0 7 11 25 12 3 0 2 13 11 0 3 split_gain=4.70122e+06 2.32926e+07 3.70364e+06 2.12366e+06 1.39282e+06 7.89408e+06 2.60446e+07 2.52567e+07 1.89466e+06 877306 3.23517e+06 679240 657338 7.50329e+06 1.42297e+07 4.59549e+06 4.242e+06 3.35483e+06 3.16941e+06 2.79327e+06 803823 1.47235e+06 792390 5.29604e+06 655586 471519 404814 159634 threshold=2690.3565000000003 2593.0505000000003 1256.4300000000001 987.12000000000012 2593.0505000000003 44.877000000000002 114.52500000000002 1891.4572200000002 494.77402000000006 2855.9890500000006 476.54200000000009 1278.9218000000003 733.23400000000015 0 208.72700000000003 287.23380000000003 43.656767000000009 1489.0961200000002 1156.9900000000002 1 1521.0400000000002 745.12500000000011 2773.7250000000004 26.254000000000001 332.91000000000003 33.337449999999997 6.4425000000000017 20.804500000000001 decision_type=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=4 2 3 27 9 7 -7 8 26 12 -11 -8 20 14 16 -16 -14 19 -19 -15 22 24 25 -24 -22 -1 -6 -2 right_child=1 -3 -4 -5 5 6 11 -9 -10 10 -12 -13 13 17 15 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 leaf_value=-0.002605722646527738 0.051292301313630467 8.4066119893391935 -3.4803382152318956 3.3763159189224248 -0.23712779682023186 10.348546946981678 -1.5558127212524415 -11.877185735287874 2.6264324696858723 -0.44474577479246186 4.3818718982878186 -4.1021145027334045 9.5619252141316746 0.71264043741715999 -2.8822682352860767 3.0040310360136488 4.0003377959132198 0.51764452042118192 5.6236161317825317 -0.33883279459582311 0.10708053115372346 -2.9796668348709745 -0.92361463735688409 4.3343335253397628 -1.3548756366552308 0.057464941937493477 -1.993343711580549 -1.0512508340676625 leaf_weight=347176 29 39 32 20 35 23 20 23 21 41 21 22 24 321 36 21 32 31 20 1060 107 24 53 30 43 13578 21 24 leaf_count=347176 29 39 32 20 35 23 20 23 21 41 21 22 24 321 36 21 32 31 20 1060 107 24 53 30 43 13578 21 24 internal_value=0 1.80744 -0.643686 0.599778 0.000218615 -0.91834 1.79467 -2.6818 0.0648752 0.000636582 1.19008 -2.88959 0.000433178 0.20626 2.57577 -0.713632 6.38388 0.00128446 2.51999 -0.0917213 -0.00044769 -0.679966 -0.000120018 0.976849 -0.312014 -0.000344793 -0.895709 -0.447973 internal_weight=0 144 105 73 362783 165 65 100 77 362618 62 42 362556 1545 113 57 56 1432 51 1381 361011 174 360837 83 150 360754 56 53 internal_count=362927 144 105 73 362783 165 65 100 77 362618 62 42 362556 1545 113 57 56 1432 51 1381 361011 174 360837 83 150 360754 56 53 cat_boundaries=0 6 12 cat_threshold=1048576 0 64 0 0 1 2097152 1073742912 16 1075904512 2113536 2147483648 is_linear=0 shrinkage=0.01 Tree=989 num_leaves=30 num_cat=2 split_feature=7 2 1 6 2 7 7 1 14 1 4 10 15 1 25 13 1 7 7 11 24 12 3 0 2 13 4 3 6 split_gain=4.60767e+06 2.2829e+07 3.62994e+06 2.0814e+06 1.3651e+06 7.73698e+06 2.60183e+07 2.47541e+07 2.07507e+06 1.85695e+06 1.01787e+06 859847 3.1753e+06 644409 7.01117e+06 1.17192e+07 1.47525e+07 5.57586e+06 2.94382e+06 2.63619e+06 2.37417e+06 787827 1.44305e+06 776622 5.19065e+06 642540 473075 156457 119148 threshold=2690.3565000000003 2593.0505000000003 1256.4300000000001 987.12000000000012 2593.0505000000003 44.877000000000002 608.55210000000022 1891.4572200000002 246.95900000000003 494.77402000000006 7.273200000000001 2855.9890500000006 307.61318750000004 733.23400000000015 0 1.0280000000000002 2779.5510000000008 1489.0961200000002 131.25250000000003 826.40400000000011 1 1521.0400000000002 745.12500000000011 2773.7250000000004 26.254000000000001 332.91000000000003 2632.2792750000003 20.804500000000001 9.6847500000000029 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=4 2 3 27 11 7 -7 9 -8 10 -6 13 28 21 15 16 -15 20 -17 -19 -16 23 25 26 -25 -23 -1 -2 -13 right_child=1 -3 -4 -5 5 6 8 -9 -10 -11 -12 12 -14 14 17 18 -18 19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 leaf_value=-0.0001973904427135395 0.050779337698015674 8.3225463779156037 -3.4455348342657088 3.342552719116211 0.15755599488530841 10.93469713483538 -0.42247298500754615 -11.758413689654805 -4.7657708803090184 2.6001681881859189 -2.6272646767752512 -1.0459327502250673 4.2296903722936454 1.7663587257237929 -0.70107601219551574 0.25692844748497012 9.7475393086213327 1.0186500001990277 -3.8354645809760464 5.9191589314596991 0.18680531432945593 0.10600971624672971 -2.9498701983690263 -0.91437862432227945 4.2909903450012203 -1.3413268888828367 -0.91128820586622805 -1.0407382849852245 0.045617669105529786 leaf_weight=360697 29 39 32 20 35 21 22 23 22 21 21 20 22 212 604 32 26 23 39 21 588 107 24 53 30 43 57 24 20 leaf_count=360697 29 39 32 20 35 21 22 23 22 21 21 20 22 212 604 32 26 23 39 21 588 107 24 53 30 43 57 24 20 internal_value=0 1.78936 -0.637249 0.59378 0.000216532 -0.909156 1.77673 -2.65498 -2.59412 0.0642264 -0.886752 0.000630319 1.17818 0.000428949 0.204222 1.52521 2.63825 -0.137255 -1.99101 3.35753 -0.267409 -0.000443213 -0.673166 -0.000118818 0.96708 -0.308893 -0.000341345 -0.443493 -0.500158 internal_weight=0 144 105 73 362783 165 65 100 44 77 56 362618 62 362556 1545 309 238 1236 71 44 1192 361011 174 360837 83 150 360754 53 40 internal_count=362927 144 105 73 362783 165 65 100 44 77 56 362618 62 362556 1545 309 238 1236 71 44 1192 361011 174 360837 83 150 360754 53 40 cat_boundaries=0 6 7 cat_threshold=1048576 64 80 1073741824 0 2147483649 2740 is_linear=0 shrinkage=0.01 Tree=990 num_leaves=33 num_cat=2 split_feature=1 0 14 3 3 26 9 7 13 17 3 11 0 24 3 0 1 26 0 10 1 10 4 8 9 0 19 3 10 9 9 25 split_gain=5.22501e+06 1.81994e+07 5.43366e+07 3.00906e+06 8.50396e+06 2.62428e+06 1.43936e+06 1.81378e+06 1.31784e+06 2.57762e+06 966028 869285 700284 5.08276e+06 7.21675e+06 5.11865e+06 1.29283e+06 1.7477e+06 4.03434e+06 2.29822e+06 937936 918273 4.88797e+06 740786 2.08674e+06 2.73947e+06 1.30349e+06 582463 569978 498086 4.02098e+06 1.99164e+06 threshold=2779.5510000000008 2773.7250000000004 85.703195000000022 1854.9329420000001 542.09453100000007 2022.5000000000002 1889.5600000000002 2690.3565000000003 1280.8870000000004 251.62866000000005 689.90820000000008 760.25000000000011 1836.963 0 6.8730000000000002 2773.7250000000004 1256.4300000000001 2022.5000000000002 2773.7250000000004 98.395000000000024 860.12500000000011 2855.9890500000006 215.03750000000002 998.8850000000001 787.73500000000001 1114.9175000000002 222.42400000000001 214.42080000000001 800.19400000000007 406.08214000000004 383.33200000000005 1 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 2 2 2 9 left_child=6 3 -3 4 5 -2 12 8 10 -10 11 27 21 14 15 -14 17 18 -15 -19 -16 23 -23 29 26 -26 -25 -8 -12 30 -1 -31 right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 28 -13 13 16 20 -17 -18 19 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 31 -32 -33 leaf_value=4.0489358703367402e-05 -3.5844641520182292 17.135051066589355 -4.413287735635584 -3.1340267184802464 5.0180871162414551 0.37200237898940314 -0.46783742729793576 -3.6051793834141326 3.3358111221893973 -1.3985375860463019 -1.0740005224401301 -2.3362185497283936 0.95063476584174411 -1.083587485631307 -3.1535844471143641 6.3620877890751286 0.1910019679422732 1.0453120022160667 -6.522812453842163 -2.6533238379160564 -0.59502388201261824 -0.96091152804238467 5.2363030624389646 -0.12431611408906826 0.79613740919804088 4.6309951359292736 1.5981493615130991 1.4735216851234436 -3.3503181076049806 0.48373504195806277 1.7658700726568237 -0.32039628453456209 leaf_weight=359965 30 25 22 28 30 38 68 21 23 23 22 20 44 30 23 29 27 28 25 42 38 35 20 425 98 23 49 20 22 376 129 1534 leaf_count=359965 30 25 22 28 30 38 68 21 23 23 22 20 44 30 23 29 27 28 25 42 38 35 20 425 98 23 49 20 22 376 129 1534 internal_value=0 1.73801 7.04859 -0.24292 0.58311 -1.3735 -0.000284874 -0.810746 -0.514367 0.968637 -0.96317 -0.454323 0.000204162 -0.494429 0.911008 3.10039 -1.68267 -2.22199 -3.55596 -1.17387 -1.55973 0.000594245 1.29262 0.000398267 0.352957 1.52508 0.0537447 -0.0266194 -2.21216 -0.000181208 0.00067308 -0.161241 internal_weight=0 173 47 126 98 68 363159 219 198 46 152 108 362940 286 134 73 152 125 55 70 61 362654 55 362599 595 121 474 88 44 362004 360094 1910 internal_count=363332 173 47 126 98 68 363159 219 198 46 152 108 362940 286 134 73 152 125 55 70 61 362654 55 362599 595 121 474 88 44 362004 360094 1910 cat_boundaries=0 1 8 cat_threshold=1370 134218752 1207961124 134217744 1048576 0 2147484673 2 is_linear=0 shrinkage=0.01 Tree=991 num_leaves=31 num_cat=2 split_feature=1 0 14 6 3 2 4 5 0 1 0 9 9 13 2 5 6 5 4 5 4 1 1 6 0 3 25 24 13 3 split_gain=5.12103e+06 1.78373e+07 5.32553e+07 3.41369e+06 5.83079e+06 2.30951e+06 6.79056e+06 1.82701e+06 2.36652e+06 1.83745e+06 695049 685001 467929 2.10356e+06 2.71131e+06 1.25837e+06 740966 3.48437e+06 2.17622e+06 1.9165e+06 742195 4.43153e+06 4.18552e+06 853296 522226 509850 2.61959e+06 463104 448577 324560 threshold=2779.5510000000008 2773.7250000000004 85.703195000000022 1520.8892800000003 542.09453100000007 2593.0505000000003 1291.5535000000002 1530.4632000000001 885.78750000000014 9.1405000000000012 117.18350000000002 214.94750000000002 1889.5600000000002 1280.8870000000004 778.91025000000013 658.22750000000008 1913.0125000000005 1530.4632000000001 1517.5820000000001 461.00700000000006 1876.5445000000002 733.23400000000015 1461.4925000000003 797.20500000000004 988.99750000000006 870.71080000000018 0 1 119.26480000000001 9.6251120000000014 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 1 2 2 left_child=5 3 -3 4 10 12 7 8 9 -7 -2 -8 16 15 -15 24 20 18 19 -18 25 23 -23 -22 29 27 -27 -1 -17 -14 right_child=1 2 -4 -5 -6 6 11 -9 -10 -11 -12 -13 13 14 -16 28 17 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.016452251292644205 -0.40094301578071384 16.963701141357422 -4.3691547523845324 -3.7237164439325752 3.5852303701486341 1.5000745957897557 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-0.0282576 internal_weight=0 173 47 126 103 363159 152 111 89 66 64 41 363007 198 45 153 362809 186 160 136 362623 191 52 139 102 362432 930 361502 51 80 internal_count=363332 173 47 126 103 363159 152 111 89 66 64 41 363007 198 45 153 362809 186 160 136 362623 191 52 139 102 362432 930 361502 51 80 cat_boundaries=0 5 6 cat_threshold=135266304 262148 1052672 1077936128 2097152 23 is_linear=0 shrinkage=0.01 Tree=992 num_leaves=43 num_cat=6 split_feature=25 3 3 2 24 26 25 2 2 4 9 4 9 5 2 2 7 2 2 8 16 3 9 8 17 5 3 4 24 16 6 14 25 3 2 10 5 5 12 25 6 12 split_gain=1.54394e+06 8.27792e+07 1.24228e+07 5.92557e+07 2.63071e+06 2.86812e+06 3.74758e+06 2.06562e+06 2.91062e+06 4.31251e+06 1.81054e+06 2.52551e+06 1.70856e+06 1.3671e+06 1.34804e+06 1.26458e+06 4.96612e+06 1.1043e+06 1.07025e+06 1.03925e+06 664169 2.95093e+06 794967 1.52786e+06 759324 1.62009e+06 938463 729511 623176 1.01675e+06 513452 2.81138e+06 2.15596e+06 957217 1.83858e+06 503564 480979 453140 424910 164961 152681 99707.6 threshold=0 2692.2960000000003 2692.2960000000003 2593.0505000000003 1 2022.5000000000002 2 299.06050000000005 187.69100000000003 274.17100000000005 365.76300000000003 970.01225000000011 502.38034000000005 575.25150000000008 1092.7150000000004 148.17000000000004 106.43600000000002 104.10200000000002 122.75355000000002 1128.2175000000002 1907.6205000000002 1278.9218000000003 1279.0000000000002 576.55500000000018 486.47000000000008 575.25150000000008 602.3524450000001 861.89750000000015 3 577.05000000000007 642.48675000000014 1867.1242800000002 4 1471.8415000000002 1092.7150000000004 543.30775000000006 250.29150000000001 2763.7525000000005 679.73250000000019 5 225.05850000000004 77.002449999999996 decision_type=9 2 2 2 1 2 9 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 2 2 2 2 2 2 9 2 2 left_child=1 4 20 12 5 6 -1 8 18 -10 11 14 13 17 -9 36 -17 -4 19 -6 24 22 23 41 30 28 27 -27 29 -26 33 32 -32 37 -35 -28 40 -2 -30 -8 -7 -22 right_child=2 -3 3 -5 7 15 39 10 9 -11 -12 -13 -14 -15 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26 27 2709 404 118 94 39 20 37 20 39 24 46 21 28 22 35 24 38 21 21 20 155 76 21 23 392 28 350 28 879 162 37 35 21 51 48 287 21 20 leaf_count=281 356546 38 26 27 2709 404 118 94 39 20 37 20 39 24 46 21 28 22 35 24 38 21 21 20 155 76 21 23 392 28 350 28 879 162 37 35 21 51 48 287 21 20 internal_value=0 0.189945 -0.00171158 -3.00147 0.057613 0.455658 0.878131 -0.0990197 -0.0303542 2.16744 -1.08941 -1.55043 0.230342 1.14345 -1.07557 -0.120625 1.40427 0.169086 -0.0772003 -0.054948 -0.00055836 0.743276 0.0210368 0.486001 -0.000807113 -0.312878 -1.22774 -0.642524 -0.0852622 0.393292 -0.000129027 0.201623 0.13024 -0.000839804 -0.694198 -2.26233 -0.288158 -0.000452874 -0.286719 0.231084 -0.21516 -0.335854 internal_weight=0 4243 359089 138 4205 1181 686 3024 2827 59 197 160 111 72 140 495 49 48 2768 2733 358951 120 99 78 358831 778 155 99 623 183 358053 1257 1229 356796 199 56 446 356597 440 405 425 58 internal_count=363332 4243 359089 138 4205 1181 686 3024 2827 59 197 160 111 72 140 495 49 48 2768 2733 358951 120 99 78 358831 778 155 99 623 183 358053 1257 1229 356796 199 56 446 356597 440 405 425 58 cat_boundaries=0 6 7 8 9 15 21 cat_threshold=1048576 0 0 0 2176 268440584 7 1048576 768 1024 1207992384 4112 1140916224 16384 2147483648 0 0 0 0 2048 1024 is_linear=0 shrinkage=0.01 Tree=993 num_leaves=34 num_cat=1 split_feature=1 0 14 6 3 26 2 4 8 26 9 7 12 1 14 3 3 7 3 25 4 1 6 0 2 1 14 1 7 14 6 9 26 split_gain=4.97915e+06 1.72665e+07 5.23293e+07 3.33772e+06 5.73351e+06 2.4393e+06 2.2059e+06 6.55451e+06 1.83984e+06 1.08294e+06 676219 547858 461133 2.00888e+06 4.06248e+06 3.39136e+06 2.37372e+06 1.52267e+06 1.50745e+06 850607 746467 3.46849e+06 3.91103e+06 568307 3.75067e+06 6.15369e+06 595617 822215 587681 498531 732307 471898 315746 threshold=2779.5510000000008 2773.7250000000004 85.703195000000022 1520.8892800000003 542.09453100000007 2022.5000000000002 2593.0505000000003 1291.5535000000002 25.728847500000004 2022.5000000000002 214.94750000000002 987.73900000000015 787.1346400000001 1097.7209 254.21200000000002 1471.8415000000002 1471.8415000000002 815.13625000000013 745.12500000000011 0 1876.5445000000002 629.11000000000013 797.20500000000004 2773.7250000000004 26.254000000000001 584.17800000000011 1867.1242800000002 233.38914000000003 2690.3565000000003 137.56800000000001 797.20500000000004 479.07240500000006 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 2 2 2 2 2 2 2 left_child=6 3 -3 4 5 -2 12 8 9 -8 -9 -10 20 16 18 -16 17 19 -15 -14 23 29 -23 26 32 -26 28 -28 -1 30 -22 -19 -25 right_child=1 2 -4 -5 -6 -7 7 10 11 -11 -12 -13 13 14 15 -17 -18 31 -20 -21 21 22 -24 24 25 -27 27 -29 -30 -31 -32 -33 -34 leaf_value=0.00025738581480843308 -3.5192063631330219 16.767705447387694 -4.3788714726404709 -3.6771147877237071 3.5586193027863136 0.41622753695733589 2.26326286290143 -5.8748019772484188 -2.5643841619076939 -0.34337028230939598 -3.3055240030288697 -0.38172887117966364 0.68719642278367443 0.48533245625703231 1.0411793696252922 6.1285555000305179 -2.9799022523335048 -0.45671769936427931 -3.2685203590393064 -0.28749495287325189 -0.039631138726284633 5.0871926907570133 -0.50210152853102907 -1.9282404033954328 6.9789344425201421 -0.53164383093516032 -0.2419782263949766 -2.507133019620722 1.1068278019937376 1.2297777943384081 -1.9631899490356446 -1.9176482498112009 -0.25697138571739198 leaf_weight=361831 28 25 22 23 39 36 37 21 23 28 20 23 103 23 38 20 35 33 20 425 95 31 21 26 20 24 59 22 48 21 25 67 20 leaf_count=361831 28 25 22 23 39 36 37 21 23 28 20 23 103 23 38 20 35 33 20 425 95 31 21 26 20 24 59 22 48 21 25 67 20 internal_value=0 1.69663 6.86931 -0.232866 0.536239 -1.30552 -0.000280692 -1.20471 0.0573492 1.14041 -4.6215 -1.47306 0.000223631 -0.245196 1.0686 2.79545 -0.445336 -0.304078 -1.26065 -0.0897862 0.000741241 0.622484 2.82998 0.000409805 0.794951 2.88226 0.000212245 -0.857205 0.000404162 -0.191627 -0.440373 -1.43554 -1.2016 internal_weight=0 173 47 126 103 64 363159 152 111 65 41 46 363007 764 101 58 663 628 43 528 362243 193 52 362050 90 44 361960 81 361879 141 120 100 46 internal_count=363332 173 47 126 103 64 363159 152 111 65 41 46 363007 764 101 58 663 628 43 528 362243 193 52 362050 90 44 361960 81 361879 141 120 100 46 cat_boundaries=0 6 cat_threshold=0 0 321 0 2097152 2147483648 is_linear=0 shrinkage=0.01 Tree=994 num_leaves=29 num_cat=1 split_feature=1 0 14 6 3 2 1 0 12 1 0 12 1 15 3 7 7 2 10 5 25 7 10 3 8 0 1 5 split_gain=4.88007e+06 1.69229e+07 5.1288e+07 3.2713e+06 5.61941e+06 2.16201e+06 4.59742e+06 3.77597e+06 3.03368e+06 1.96714e+06 671633 451763 1.96875e+06 4.59046e+06 2.32659e+06 1.76301e+06 1.49254e+06 1.44846e+06 1.19736e+06 2.80041e+06 834850 511985 1.80311e+06 785180 2.42175e+06 513264 415860 190991 threshold=2779.5510000000008 2773.7250000000004 85.703195000000022 1520.8892800000003 542.09453100000007 2593.0505000000003 959.97700000000009 1501.0951200000002 172.584 166.66900000000001 117.18350000000002 787.1346400000001 1097.7209 952.35500000000013 1471.8415000000002 1282.0428000000002 815.13625000000013 778.91025000000013 2855.9890500000006 299.80000000000007 0 2690.3565000000003 120.76981000000002 1854.9329420000001 99.184000000000012 2773.7250000000004 584.17800000000011 57.965000000000011 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 2 left_child=5 3 -3 4 10 11 8 -8 9 -7 -2 18 14 15 16 17 20 -14 21 -20 -13 23 27 25 -25 -1 -18 -23 right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12 12 13 -15 -16 -17 26 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 leaf_value=0.00052764649344195656 -0.38902009999586479 16.600028149414065 -4.335082828131589 -3.6403435483186146 3.523033076799833 -0.026881355558122908 -1.2578273034864857 -6.6055182747218923 -2.4882777906233264 3.5160314019203187 -2.4540473692757745 0.68093259181596533 -0.71274625990125873 4.3376223462422692 -2.9501031599044802 -2.5330533250172933 -1.7736315228451383 2.8378820052146909 -0.50410375771699134 4.432889368534088 -0.28468610420446289 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Tree=995 num_leaves=31 num_cat=2 split_feature=19 1 26 4 6 0 18 8 7 25 18 10 4 7 6 0 1 25 9 13 7 2 10 10 4 0 9 0 0 17 split_gain=2.64486e+06 6.63876e+06 7.41193e+06 2.16876e+07 1.04945e+07 7.37872e+06 5.37298e+06 2.34701e+06 1.0377e+06 1.25277e+07 2.08267e+07 7.60729e+06 2.93713e+06 1.61605e+06 1.29619e+06 1.16258e+06 1.12725e+06 2.55779e+06 2.03629e+06 1.34565e+06 1.06e+06 1.83689e+06 917829 866842 867808 543057 489696 428509 912084 425805 threshold=2812.9105000000004 2779.5510000000008 2022.5000000000002 2632.2792750000003 1520.8892800000003 1114.9175000000002 1160.0500000000002 9.3820000000000032 1489.0961200000002 0 321.88825000000003 1105.5920000000003 2632.2792750000003 1113.0755000000001 456.19875000000008 393.17125000000004 959.97700000000009 1 23.402120000000004 49.281500000000001 759.38475000000005 1092.7150000000004 1528.9670000000003 1274.5290000000002 536.17500000000007 2773.7250000000004 1103.8800000000003 257.57200000000006 107.10300000000001 27.732250000000004 decision_type=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 left_child=1 8 4 7 5 -3 -2 -4 13 10 11 14 22 16 -10 27 20 19 -19 -18 25 -22 26 24 -17 -1 -11 28 -15 -9 right_child=6 2 3 -5 -6 -7 -8 29 9 12 -12 -13 -14 15 -16 23 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=8.3938687845936007e-05 -1.0944519758224487 1.6911722922325134 -3.4829034423828125 -13.117781387329101 6.3221742748078853 -4.9526635379791264 6.2356090564727786 -0.8767683124542236 1.1247007926139567 -0.3981529400369217 12.386761735280354 6.3890840115754495 -4.3351578249250142 -0.1298809725233889 -1.5587800648477343 -1.0267849386610637 -2.6021944191548734 0.23121960254665272 -0.88347220212341793 -0.042217045511518211 0.31632163346392439 2.8792901713053385 -2.0094389456510546 0.21254692259288971 -3.0719777999605453 0.83457657850705658 0.94785385649651288 1.1176751552820205 -2.4274003963470459 1.1392932709780608 leaf_weight=360557 20 32 30 20 21 35 20 20 36 174 21 23 21 127 36 41 77 487 247 28 412 30 32 21 42 78 32 20 20 22 leaf_count=360557 20 32 30 20 21 35 20 20 36 174 21 23 21 127 36 41 77 487 247 28 412 30 32 21 42 78 32 20 20 22 internal_value=0 -0.000973321 -1.92096 -3.90558 0.153863 -1.77949 2.57058 -1.34664 -2.01085e-05 0.52575 3.1067 1.38234 -0.722259 -0.000564479 -0.21704 -0.772499 1.35394e-05 -0.366108 -0.141954 -1.75262 0.000864261 0.490279 -0.433821 -1.60248 -2.0617 0.000264427 -0.189065 -0.255625 -0.442469 0.179264 internal_weight=0 362742 180 92 88 67 40 72 362562 375 116 95 259 362187 72 271 361916 839 734 105 361077 442 238 104 83 360635 206 167 147 42 internal_count=362782 362742 180 92 88 67 40 72 362562 375 116 95 259 362187 72 271 361916 839 734 105 361077 442 238 104 83 360635 206 167 147 42 cat_boundaries=0 6 12 cat_threshold=32768 0 256 0 0 1024 134218240 134217732 80 0 0 1024 is_linear=0 shrinkage=0.01 Tree=996 num_leaves=30 num_cat=3 split_feature=19 1 3 26 3 17 26 7 25 3 5 8 7 3 5 2 1 25 24 5 7 3 3 0 8 1 1 0 8 split_gain=2.59223e+06 6.50664e+06 8.35334e+06 2.21848e+07 5.36287e+06 5.21126e+06 1.88655e+06 1.01705e+06 1.22784e+07 2.52519e+07 5.53817e+06 3.46065e+06 1.58389e+06 1.99653e+06 1.48294e+06 1.62697e+06 1.10482e+06 2.49527e+06 2.45606e+06 1.71994e+06 1.03891e+06 2.11102e+06 1.26237e+06 805575 828003 736086 661119 203793 168395 threshold=2812.9105000000004 2779.5510000000008 1471.8415000000002 2022.5000000000002 542.09453100000007 1095.1042000000002 2022.5000000000002 1489.0961200000002 0 1854.9329420000001 2763.7525000000005 67.385250000000013 1113.0755000000001 1854.9329420000001 1874.1882800000003 1092.7150000000004 959.97700000000009 1 2 35.941570000000006 759.38475000000005 314.62380000000002 1854.9329420000001 360.43000000000001 1128.2175000000002 522.78869700000007 326.91650000000004 531.67662500000017 9.3820000000000032 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 7 4 -4 6 -2 27 12 9 11 14 -9 16 23 15 -10 20 19 -19 -18 22 -22 -1 26 -25 -13 -14 -3 -8 right_child=5 2 3 -5 -6 -7 28 8 10 -11 -12 25 13 -15 -16 -17 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 leaf_value=0.00062517638330323178 -1.0645784866809844 -2.4867272872924806 1.2725526280556956 -10.508375000231196 3.1820227000117303 6.1543241693973538 -0.76458255549271903 4.2913127802312374 -0.27538697243195315 12.72277152683424 -5.6654406992594399 -1.2278028552979232 -0.381553958743576 -3.6524011538245462 2.1650913598320702 -3.2048603602818084 -3.1133425459771789 0.56022048470648855 -0.61094215150201792 -0.7179661883133045 0.044136062215088277 1.5677927099913358 -0.96299543426317336 -1.7559005236294536 0.50084000178745813 0.84335335190231731 1.2918515678931928 -3.9142870836257937 0.47784168243408204 leaf_weight=360499 20 20 31 33 32 20 24 24 195 23 21 32 127 22 22 21 53 298 419 69 314 128 136 72 21 37 29 20 20 leaf_count=360499 20 20 31 33 32 20 24 24 195 23 21 32 127 22 22 21 53 298 419 69 314 128 136 72 21 37 29 20 20 internal_value=0 -0.000963587 -1.90176 -4.80199 -0.301627 2.54487 -1.62873 -1.99073e-05 0.520493 3.07563 -0.715036 1.02049 -0.000558834 -0.764774 -0.308279 -0.560197 1.34042e-05 -0.362447 -0.123172 -1.62535 0.000855619 0.485376 0.000261783 -0.509642 -1.24631 -0.117183 -0.0704722 -3.20051 -0.199844 internal_weight=0 362742 180 64 116 40 84 362562 375 116 259 93 362187 271 238 216 361916 839 717 122 361077 442 360635 249 93 69 156 40 44 internal_count=362782 362742 180 64 116 40 84 362562 375 116 259 93 362187 271 238 216 361916 839 717 122 361077 442 360635 249 93 69 156 40 44 cat_boundaries=0 6 12 13 cat_threshold=32768 0 256 0 0 1024 134218240 134217728 4176 0 0 1024 464 is_linear=0 shrinkage=0.01 Tree=997 num_leaves=22 num_cat=0 split_feature=19 1 3 26 3 18 26 9 18 0 7 6 10 9 10 1 7 3 8 0 8 split_gain=2.54064e+06 6.37716e+06 8.18711e+06 2.17433e+07 5.25615e+06 5.20338e+06 1.84901e+06 1.02841e+06 1.34039e+07 1.2854e+06 1.25746e+06 4.38323e+06 966395 3.94119e+06 865152 690070 3.36591e+06 834764 372555 199737 165044 threshold=2812.9105000000004 2779.5510000000008 1471.8415000000002 2022.5000000000002 542.09453100000007 1160.0500000000002 2022.5000000000002 2724.2674800000009 41.990385000000011 591.40200000000016 2690.3565000000003 1520.8892800000003 2855.9890500000006 287.59707500000007 190.45082400000004 959.97700000000009 1489.0961200000002 1854.9329420000001 284.90550000000007 531.67662500000017 9.3820000000000032 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 7 4 -4 6 -2 19 10 9 18 12 14 15 -14 -12 17 -17 -1 -9 -3 -8 right_child=5 2 3 -5 -6 -7 20 8 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=0.00077821319561425736 -1.0872995028495789 -2.4618599014282228 1.2598272502037788 -10.403291274273034 3.1502025544643404 6.126147727966309 -0.75693677961826322 -0.95733671851952884 8.3320582149028777 1.0423641906738281 -0.85095982365491918 -5.1819560859316871 -1.2055833593281833 3.7197806146740913 1.480913303081806 -0.40754391772332099 2.59618467379839 -0.72855575393719274 -2.6289106305440266 -3.8751441640853881 0.47306325912475589 leaf_weight=361255 20 20 31 33 32 20 24 30 20 25 41 21 33 32 26 859 39 157 24 20 20 leaf_count=361255 20 20 31 33 32 20 24 30 20 25 41 21 33 32 26 859 39 157 24 20 20 internal_value=0 -0.000953965 -1.88274 -4.75397 -0.29861 2.51942 -1.61244 -1.97222e-05 1.01905 -0.83234 -0.000298063 -1.19553 -7.80997e-06 1.21921 0.0539462 -0.000226543 -0.277092 0.000461385 -1.70026 -3.1685 -0.197846 internal_weight=0 362742 180 64 116 40 84 362562 99 79 362463 88 362375 65 67 362310 898 361412 54 40 44 internal_count=362782 362742 180 64 116 40 84 362562 99 79 362463 88 362375 65 67 362310 898 361412 54 40 44 is_linear=0 shrinkage=0.01 Tree=998 num_leaves=28 num_cat=3 split_feature=19 1 3 26 3 18 26 6 9 1 1 25 24 3 10 0 0 9 3 10 9 2 24 0 3 0 11 split_gain=2.49008e+06 6.25026e+06 8.02419e+06 2.13106e+07 5.15156e+06 5.09983e+06 1.81221e+06 1.01829e+06 1.44601e+07 2.45755e+06 802072 3.65129e+06 5.32483e+06 4.72698e+06 4.45651e+06 4.12738e+06 1.97255e+06 1.79166e+06 908866 5.40026e+06 1.0677e+06 915669 3.48801e+06 1.02607e+06 385874 195762 171473 threshold=2812.9105000000004 2779.5510000000008 1471.8415000000002 2022.5000000000002 542.09453100000007 1160.0500000000002 2022.5000000000002 2871.8940000000007 1532.4010000000001 677.74500000000012 959.97700000000009 0 1 1854.9329420000001 137.37570000000002 688.40820000000008 64.194000000000003 23.402120000000004 1854.9329420000001 519.72350000000017 268.34110000000004 1444.3300000000002 2 2773.7250000000004 29.478000000000005 531.67662500000017 26.880296500000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 7 4 -4 6 -2 25 10 9 24 18 12 15 17 -15 -12 -14 -13 21 20 -20 23 -23 -1 -9 -3 -8 right_child=5 2 3 -5 -6 -7 26 8 -10 -11 11 13 16 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=8.1758909108578062e-05 -1.0764264607429506 -2.4372413482666015 1.2472290623572564 -10.299258295008631 3.118700481057167 6.0648859901428231 -0.87972003817558286 -0.55999544840109983 8.1690882101925943 -4.0333402042388915 -1.5416450161404081 0.27517761305181848 1.963926019668579 0.17964909871419271 6.0389681060791025 -5.4022706199222137 -0.66739405175652167 -0.82475535368719022 -0.31632115070798755 -4.659567212071912 2.0061003081003825 1.9400497152094256 -0.22697170460437982 1.1545701099990251 1.1560543756484984 -3.8363927764892578 0.37400981982549036 leaf_weight=360964 20 20 31 33 32 20 20 38 22 20 72 392 40 27 25 45 99 238 113 29 24 104 213 77 20 20 24 leaf_count=360964 20 20 31 33 32 20 20 38 22 20 72 392 40 27 25 45 99 238 113 29 24 104 213 77 20 20 24 internal_value=0 -0.000944426 -1.86391 -4.70643 -0.295624 2.49423 -1.59632 -1.95251e-05 1.00894 -1.01058 -0.000297889 -0.292338 -1.28427 0.0974026 2.99663 -2.78819 0.0837921 -0.140353 0.00045983 -0.739309 0.0905264 0.000799664 0.538016 0.000327979 0.0317459 -3.13682 -0.195867 internal_weight=0 362742 180 64 116 40 84 362562 100 78 362462 938 256 682 52 117 139 630 361524 166 137 361358 317 361041 58 40 44 internal_count=362782 362742 180 64 116 40 84 362562 100 78 362462 938 256 682 52 117 139 630 361524 166 137 361358 317 361041 58 40 44 cat_boundaries=0 6 7 8 cat_threshold=9437696 134217732 4176 1073741824 0 1024 2348 1050 is_linear=0 shrinkage=0.01 Tree=999 num_leaves=27 num_cat=1 split_feature=19 1 3 26 3 18 26 6 9 5 1 25 3 2 13 5 9 3 10 5 2 0 0 5 0 11 split_gain=2.44053e+06 6.12588e+06 7.8645e+06 2.08865e+07 5.04904e+06 4.99835e+06 1.77615e+06 998023 1.41724e+07 3.36178e+06 786113 3.57863e+06 4.63291e+06 4.46548e+06 4.38595e+06 1.99776e+06 1.756e+06 890781 5.2928e+06 2.66475e+06 899270 2.99206e+06 1.00565e+06 496302 191867 168061 threshold=2812.9105000000004 2779.5510000000008 1471.8415000000002 2022.5000000000002 542.09453100000007 1160.0500000000002 2022.5000000000002 2871.8940000000007 1532.4010000000001 658.22750000000008 959.97700000000009 0 1854.9329420000001 1800.6974500000001 360.93040650000006 22.165999999999993 23.402120000000004 1854.9329420000001 519.72350000000017 274.07025000000004 1444.3300000000002 1266.1895000000002 2773.7250000000004 22.442500000000006 531.67662500000017 26.880296500000004 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 7 4 -4 6 -2 24 10 9 23 17 13 16 15 -14 -12 -13 20 19 -19 22 -22 -1 -9 -3 -8 right_child=5 2 3 -5 -6 -7 25 8 -10 -11 11 12 14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 leaf_value=8.0941385337334764e-05 -1.0656622009277343 -2.4128689956665039 1.2347569840954196 -10.196265976356738 3.0875133829121477 6.0042373438775547 -0.87092287850379946 -0.26037649949391684 8.0873968748612839 -3.774715655190604 -1.8476016518829068 0.272425825512987 0.38026690252896012 -5.1674497222900388 6.227771530151367 0.02258573529869318 -0.81650779105034188 -0.88577398756276016 -4.6129714669852424 2.0837623441351782 0.22488678646584351 3.5948062845550739 1.1430244385112416 1.7733021731376648 -3.7980287828445434 0.37026974360148113 leaf_weight=360964 20 20 31 33 32 20 20 30 22 28 109 392 29 27 23 120 238 92 29 45 288 29 77 20 20 24 leaf_count=360964 20 20 31 33 32 20 20 30 22 28 109 392 29 27 23 120 238 92 29 45 288 29 77 20 20 24 internal_value=0 -0.000934509 -1.84527 -4.65936 -0.292668 2.46929 -1.58036 -1.88573e-05 0.998854 -1.00048 -0.000294437 -0.289415 0.0964285 -1.27143 2.96666 -0.867591 -0.138949 0.000455706 -0.731916 0.0896212 0.000792141 0.533176 0.000324699 0.553095 -3.10545 -0.193909 internal_weight=0 362742 180 64 116 40 84 362562 100 78 362462 938 682 256 52 229 630 361524 166 137 361358 317 361041 50 40 44 internal_count=362782 362742 180 64 116 40 84 362562 100 78 362462 938 682 256 52 229 630 361524 166 137 361358 317 361041 50 40 44 cat_boundaries=0 6 cat_threshold=9437696 134217732 4176 1073741824 0 1024 is_linear=0 shrinkage=0.01 end of trees feature_importances: precio_total_lag_1=3589 precio_total_lag_2=3389 precio_total_lag_3=3018 precio_total_lag_4=2934 precio_total_lag_5=2182 marca_id_encoded=2182 precio_total_lag_6=1864 precio_total_lag_8=1736 precio_total_lag_7=1672 precio_total_lag_9=1499 precio_total_lag_10=1312 mes=1187 precio_total_lag_11=1142 año=1084 precio_total_lag_12=838 precio_total_lag_13=837 precio_total_lag_14=621 precio_total_lag_15=513 precio_total_lag_16=423 precio_total_lag_17=379 precio_total_lag_20=378 precio_total_lag_18=316 precio_total_lag_19=309 precio_total_lag_21=152 precio_total_lag_23=90 precio_total_lag_22=88 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, 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, 184, 187, 188, 189, 191, 193, 194, 208, 210, 218, 230, 232, 247, 253, 268, 273, 277, 278], [5]]