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=[0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:9893.5349999999999] [0:5760.1599999999999] [0:2449.8000000000002] [0:2356.1631599999996] [0:2356.1631599999996] -1:0:1:2:3:4:5:6:7:8:9:10:11 -1:168:173:10:9:172:15:69:87:26:73:130:21:16:18:41:79:48:25:34:53:5:36:77:141:134:121:23:37:2:85:90:49:137:128:20:70:56:60:102:32:3:140:24:57:80:93:103:75:126:67:151:136:14:40:94:39:120:92:12:19:78:46:38:13:63:122:112:98:111:114:115:156:22:95:150:117:51:58:155:0:7:106:109:146:30:42:54:59:64:17:61:97:62:65:72:100:169:116:143:28:71:81:83:35:108:132:145:154:149:147:33:44:47:66:119:153:11:27:29:55:74:86:131:125:113:82:84:89:170:4:50:52:88:96:105:135:142:43:133:107:163:101:104:152:1:6:68:124:139:110:161:129:158:148:164:165:167:8:31:45:76:91:99:123:138:118:127:144:157:159:160 [2022:2023] none
tree_sizes=5575 5581 5634 5587 5588 5657 4807 5687 5568 5678 5651 5663 5644 5647 5764 5601 4792 5347 5653 5658 5599 5672 5628 5671 5092 4489 5343 5674 5760 5665 5617 5540 5585 5549 5576 5327 5645 5593 5617 5620 5607 5810 4479 5725 5627 5723 5703 5583 5578 5694 5494 5027 5497 5724 5142 5609 5518 5247 5505 5420 5601 5420 5382 5501 5579 5664 4417 5701 5601 5667 5628 3760 5636 5639 5554 5643 5583 5652 4455 5341 4649 5582 5604 5667 5539 4853 4940 4884 5111 5507 5653 5734 5618 5494 5632 5327 5556 5315 5634 5628 4553 5588 4982 5196 4936 5193 5105 5368 5249 5248 5594 5647 5680 5712 5685 5637 5567 5331 3872 5615 5385 3752 5605 3991 5660 5081 4802 5196 5135 5668 5124 4406 4322 5631 3285 5623 4360 3065 5330 3430 5239 4783 3759 3453 4303 4345 5655 4120 4317 4601 3847 3705 4363 3501 4940 4506 3600 4419 5387 5230 4721 4575 4565 4166 5391 4483 3081 4372 4706 4519 4470 3902 4184 4923 3864 4766 4978 4321 4499 4083 4626 4570 5260 4562 5457 4654 4641 5220 4240 3030 4613 4897 5343 5300 5509 3287 4536 4069 4161 3963 3466 3742 3483 3342 3570 4099 4660 3520 3686 4098 4781 5525 4217 4538 4992 4327 4537 5482 4122 4073 3776 3981 3517 4648 3735 2785 2187 2526 2485 2845 2935 4486 4582 5201 5121 2553 2721 4109 2178 2172 4150 3533 4736 3447 3051 3419 3659 4137 3943 4392 3841 2906 2909 2658 2831 3740 3052 3207 3468 3223 2814 3021 2974 3136 2725 2875 2161 2304 2308 3028 3121 3705 2668 2330 3856 2309 2713 2327 2143 2714 2359 2054 2874 2212 2165 2440 2453 2760 2125 2139 2003 2013 2178 2099 2102 3293 2585 2233 2661 3399 2310 2386 2493 2783 2635 1683 2547 2398 2799 2275 2891 2028 2159 2016 1829 1960 1305 1298 1334 1388 1464 1412 1249 1398 1170 2896 3434 2715 3754 3099 1813 1861 1584 1714 1750 2621 2709 2700 2344 2085 1945 2155 2896 2039 2144 2980 2132 2853 2858 2930 2819 4039 2688 2962 2524 1729 1882 1523 1461 1270 1205 1422 1551 1410 1567 2647 3430 2549 3798 3443 2316 2540 1638 1472 2170 2379 2248 1876 1821 1622 2761 2195 2058 2445 2066 2035 2640 1942 1994 1991 2134 2076 2140 2554 2135 1924 2582 1945 2839 1569 2669 2525 3200 2071 3098 2778 2886 2767 2444 2631 2519 2526 2115 2111 2030 2442 2455 2293 2444 1797 2905 2577 2745 2593 2684 2724 1880 2177 2523 2289 2751 1675 2107 2270 2523 2118 1895 1479 1579 1932 2127 2044 1774 2659 1779 1726 2081 1234 1230 2690 1677 1713 1646 1732 1207 1923 2080 2090 1667 1612 2479 2372 2132 2604 2419 1431 2501 2027 1935 1465 1485 1461 2217 2204 1550 2153 2359 3210 2438 1733 1804 1289 1356 1272 1748 2509 858 1250 1398 2025 2394 2211 1409 2205 2362 1974 1469 2470 1487 1343 1979 2616 2759 2685 2754 1217 2678 1586 3091 1218 1877 1461 1796 1826 1393 1912 2513 1174 1087 1919 2874 1606 2142 2177 1135 1616 1955 2106 1710 1859 3045 2178 2541 2134 2419 1438 1932 1618 1612 1734 2733 2362 1554 1479 1477 1632 1177 1231 1471 1256 3301 2983 2739 2916 2999 2440 2282 2396 2509 2723 1530 1576 1253 1252 1374 2422 2748 2081 2191 2018 1483 1682 1757 1995 1417 1452 1561 1383 1450 1447 1632 1695 1548 1632 2919 1899 1974 1853 1861 1901 2329 2398 2274 2285 1894 1142 1144 1144 1157 1075 2085 2137 1918 1331 1577 2103 1625 1291 1534 1013 1270 1486 1490 1493 1264 2062 2055 2258 3068 2627 2635 2254 2356 2489 2335 2041 2080 2331 1902 2045 2349 2947 1665 1491 2934 1427 1289 1426 1429 1365 2126 2896 3443 2239 2913 1626 1630 1427 1783 1783 2356 2863 1844 2325 1815 2522 2290 1547 2122 1790 2035 1946 1795 1876 2280 1393 2866 1394 1314 2611 1924 1737 1914 2319 1907 2119 2042 1883 2031 1953 2705 2700 2870 2459 2455 2021 1696 1620 1725 1617 2241 2092 1824 1739 2411 2574 2594 2721 2612 1810 2262 2020 2167 2582 2907 2465 2387 2233 2102 2314 2589 2675 2488 3258 1687 2139 1615 2048 2053 2216 2743 2293 2059 2047 1633 3723 2967 2682 2528 2717 1337 1289 2734 2302 2649 1630 1796 2119 1799 1325 1532 1412 1429 1851 2189 2360 2394 2128 2252 2511 1876 2455 2288 2681 2018 2508 1582 2231 1774 1652 2262 1002 930 2501 2407 2092 1422 2188 1759 1247 2068 2149 1839 1577 1447 1492 1430 1513 1327 2658 2728 1644 2470 1668 2214 1932 1766 1957 2237 2242 1969 1749 2828 2161 3102 3135 2886 2258 2449 3762 2614 3163 2478 2652 2246 2787 2785 2639 2083 2544 2393 2058 2212 2138 2172 2303 2343 1988 1987 2037 1153 1957 1167 2554 1352 2838 2320 2945 2442 2058 2711 2249 1163 1842 2124 2037 1971 2103 2041 3749 1979 2474 2135 2287 2213 1497 1636 1821 1371 1453 2492 1990 2639 2141 2221 2119 1759 1832 1894 2386 2004 1766 2108 2222 3551 2765 2244 1965 1983 1983 1345 1659 1555 1731 1637 1274 3484 2436 2448 2668 3183 2938 3071 3184 3134 2097 1936 2096 2118 1729 2221 2313 2291 2470 1754 2449 2323 2514 2144 2637 2342 2084 2257 2255 2098 2763 2947 2824 3188 2545 2242 2320 2089 1953 2012 3852 3921 2888 3175 3851 1472 1473 1471 1468 1470 2044 1364 2218 1721 1464 1548 1563 1523 1418 2050 2019 1595 1353 2193 2119 2074 1102 1651 1897 1955 2704 2845 3096 2359 2809 1377 1735 1425 2434 1705 1733 3512 3781 2977 1824 1934 1622 1929 1840 1928 1669 1597 1786 1846 1690 2270 1886 1981 2623 1987 1837 1556 1671 2243 1914 1903 1726 2347 2501 1395 2196 2772 2662 1590 1977 3519 3417 2053 3413 3562 2898 2775 2789 2462 2177

Tree=0
num_leaves=64
num_cat=9
split_feature=0 2 25 7 25 2 4 4 2 26 3 3 25 0 3 6 2 25 6 0 0 13 0 2 6 12 25 12 10 15 8 0 0 6 2 3 8 3 7 6 0 25 12 12 7 8 3 0 25 0 2 4 26 3 2 8 25 0 8 0 14 3 25
split_gain=3.21623e+07 1.58498e+07 1.19649e+07 5.69437e+06 4.82576e+06 3.8604e+06 2.89251e+06 2.63443e+06 2.20445e+06 2.39695e+06 2.14344e+06 1.8104e+06 1.69037e+06 1.31865e+06 1.26425e+06 2.42156e+06 1.0047e+06 990525 943956 928054 913255 883902 826459 788981 787850 838305 749560 660069 575015 532837 496105 589527 495749 462169 632175 461017 454297 434874 398703 382960 370321 369161 309840 292519 277678 232255 229305 221807 214910 350121 199762 193878 184815 183699 177727 140749 137088 127166 200904 119946 111408 72426 64893.7
threshold=156.75900000000004 383.96180000000004 0 371.89150000000006 1 50.853000000000009 266.29450000000003 449.81750000000005 55.44250000000001 2022.5000000000002 514.39811750000013 414.53600000000012 2 367.42525000000006 108.75750000000001 543.52500000000009 364.96250000000003 3 255.31490000000005 14.103000000000002 438.42500000000007 264.75500000000005 468.98000000000008 134.00760000000002 104.02000000000001 166.70600000000002 4 671.11374000000012 27.235000000000003 35.572800000000008 239.43773250000004 538.27200000000016 335.27750000000009 4.5710000000000006 883.10000000000014 73.777500000000018 678.89998000000014 108.75750000000001 26.782750000000004 13.506000000000002 50.029250000000012 5 152.94900000000004 22.446000000000002 152.16750000000005 617.48075000000006 119.66617500000002 1077.3535000000002 6 120.13000000000001 152.38780000000003 189.80565000000004 2022.5000000000002 102.14221850000001 53.632429500000008 69.561000000000007 7 354.51980000000003 14.467447000000002 115.068 624.17000000000019 137.85750000000004 8
decision_type=2 2 9 2 9 2 2 2 2 2 2 2 9 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 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 9
left_child=2 4 5 10 6 14 11 8 9 -7 29 20 16 23 17 21 19 59 -9 35 41 28 -22 55 46 -26 40 36 -16 32 31 -15 61 34 -18 50 -19 42 -13 -34 45 -2 47 -37 53 51 -10 56 49 -42 -4 -14 -46 -21 -11 -8 -6 58 -39 60 -1 -3 -28
right_child=1 3 12 -5 37 7 13 18 24 54 -12 38 26 30 15 -17 33 27 -20 44 22 -23 -24 -25 25 -27 62 -29 -30 -31 -32 -33 39 -35 -36 43 -38 57 -40 -41 48 -43 -44 -45 52 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=14.413808900152082 14.339590814994244 15.842799307288322 14.040199439398958 21.463006454566607 14.554233794987057 19.33835311533598 14.579154847819344 15.968907966913376 14.462163730314572 15.816171023834299 19.495307429059519 16.274018432598901 14.009484342018515 15.957546799863968 14.39068257373914 18.15683072024742 14.220414720859338 14.181376874956483 18.478713259996567 14.213495419890254 17.582096679293524 16.630134803980752 15.520890614959619 17.173597063964642 14.94505754977623 16.678110121246316 13.973485488696635 15.96237080081746 15.242685749110176 18.050244769395981 18.64345294320934 18.175939588224399 17.35666408380262 16.184836548914109 16.020949199682683 14.243672397494445 15.5597971477127 14.393176936409468 18.003259723486099 15.68172950178543 14.329326027965037 15.075683504468557 15.452233312018514 14.941925274379912 15.5993886329703 14.864076793120894 14.841122850255024 15.070942408069966 14.121968355994921 15.452917037011776 14.363673579510669 14.304132162308951 14.516256854690704 14.587986523643423 14.527232240738067 15.677526475490723 14.268368618959069 15.62411335825227 15.574348361791763 14.98634438795637 15.128628562338202 15.001957014701359 13.944148232900387
leaf_weight=2439 109 20 17646 38 266 21 28 47 762 23 31 30 29866 25 453 20 78 6364 22 2577 22 21 168 27 181 33 11055 21 96 20 31 23 43 25 26 574 24 36 24 20 208 519 29 67 23 32 202 47 756 32 193 225 50 138 20 20 589 35 24 38 22 21 26977
leaf_count=2439 109 20 17646 38 266 21 28 47 762 23 31 30 29866 25 453 20 78 6364 22 2577 22 21 168 27 181 33 11055 21 96 20 31 23 43 25 26 574 24 36 24 20 208 519 29 67 23 32 202 47 756 32 193 225 50 138 20 20 589 35 24 38 22 21 26977
internal_value=14.0677 15.2541 14.044 17.9939 14.9964 14.3583 15.4785 14.8673 14.7616 16.5691 17.1434 15.2692 14.0065 16.7558 14.2884 14.7367 14.0842 14.2587 16.7691 14.0788 15.1521 14.6167 15.7596 15.8061 14.6634 15.2123 13.9824 14.1922 14.5397 16.5554 17.6574 17.0205 16.268 14.964 14.6705 14.0532 14.1866 14.4964 17.0426 16.8249 14.0189 14.9683 14.4348 14.3167 14.2489 14.0126 14.5416 14.4021 14.2086 14.4627 14.0437 14.0117 14.8575 14.2325 15.2167 15.0368 14.3653 15.1451 14.8656 14.4274 14.4202 15.4121 13.9526
internal_weight=0 2245 101357 193 2052 10809 1026 1311 1242 64 155 872 90548 154 9498 590 21397 8908 69 21268 818 570 190 75 1178 214 69151 6409 549 124 79 48 104 129 104 18480 6388 1026 54 63 31119 628 931 641 2788 30123 964 902 996 240 17839 30091 73 2715 43 48 855 95 60 2499 2461 41 38032
internal_count=103602 2245 101357 193 2052 10809 1026 1311 1242 64 155 872 90548 154 9498 590 21397 8908 69 21268 818 570 190 75 1178 214 69151 6409 549 124 79 48 104 129 104 18480 6388 1026 54 63 31119 628 931 641 2788 30123 964 902 996 240 17839 30091 73 2715 43 48 855 95 60 2499 2461 41 38032
cat_boundaries=0 5 11 17 22 28 32 38 44 50
cat_threshold=1074823168 536887298 544 36864266 262192 9486340 512 544 33554432 64 4096 335562624 164512 594378 205586464 1342726148 1024 1073774592 536870912 0 3276802 32 581238788 2420113424 429916176 268448256 75498562 12584 16384 0 0 33554432 33554432 0 276824064 0 0 4096 67109376 16 72 2097152 8196 256 2152202264 42213388 32768 2172652548 2684455305 659
is_linear=0
shrinkage=1


Tree=1
num_leaves=64
num_cat=13
split_feature=0 2 25 4 25 1 1 3 4 2 25 1 2 2 25 8 3 1 9 16 2 5 0 25 0 24 4 25 5 4 5 6 2 3 1 10 24 0 1 1 0 0 5 1 24 6 0 24 21 8 0 5 2 24 2 8 25 26 24 2 4 8 4
split_gain=3.15269e+07 1.55334e+07 1.17268e+07 5.08301e+06 4.76213e+06 4.13055e+06 3.23273e+06 2.86421e+06 2.85606e+06 2.47203e+06 2.01071e+06 1.88127e+06 1.70815e+06 3.5478e+06 1.65674e+06 1.3049e+06 1.1911e+06 1.11881e+06 1.05557e+06 987798 984707 921386 909586 879388 859006 736715 736581 734660 733194 472775 620430 452972 619595 451843 412811 401817 383325 425202 376673 376340 362972 359779 353610 350226 329927 359454 326672 326430 314258 307419 304826 304678 280459 277381 271150 227633 220202 218573 212957 210883 220854 195104 190020
threshold=156.75900000000004 383.96180000000004 0 767.98765000000014 1 226.32900000000004 511.45025000000004 297.47500000000008 326.59750000000003 35.150000000000013 2 262.64538500000009 62.336000000000006 53.632429500000008 3 13.486500000000001 272.24748000000005 159.97720000000004 384.29599999999999 162.45550000000003 364.96250000000003 302.32450000000006 14.103000000000002 4 438.42500000000007 5 277.77250000000009 6 326.45950000000005 73.148425000000017 392.81250000000006 4.5710000000000006 883.10000000000014 73.777500000000018 35.548000000000009 255.92650000000003 7 28.772400000000001 661.33164000000011 48.024000000000008 50.029250000000012 335.27750000000009 47.743297500000004 83.590500000000006 8 53.105500000000006 538.27200000000016 9 159.07650000000004 239.43773250000004 1077.3535000000002 326.45950000000005 597.17782000000011 10 36.857500000000009 617.48075000000006 11 2022.5000000000002 12 68.749700000000004 137.69150000000005 145.75200000000004 189.80565000000004
decision_type=2 2 9 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 1 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 9 2 1 2 2 2 2
left_child=2 4 5 6 7 9 17 11 18 23 12 24 13 -11 20 -10 -8 46 44 -14 22 41 33 25 58 -1 42 40 52 47 -31 32 -22 38 53 49 37 -24 -4 -36 55 57 -13 -38 -7 -46 -3 -25 -27 50 56 -26 -19 -12 -43 62 -6 -9 -2 60 -42 -35 -16
right_child=1 3 14 -5 35 8 16 21 15 10 34 26 19 -15 27 -17 -18 28 -20 -21 31 -23 36 29 51 48 -28 -29 -30 30 -32 -33 -34 61 39 -37 43 -39 -40 -41 59 54 -44 -45 45 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.65669173221499688 1.2485176431809284 1.2625707303261271 -0.025676845094131102 8.6599177150726323 0.50553121396473477 0.22013516140413714 4.1021618561744688 2.39804591133481 2.0076405737229757 1.3922287028933329 0.53230227556847431 2.3004835010033386 0.77130699114799495 6.2265272237658493 -0.057632248128406713 5.2621297177401463 7.55338710308075 3.4610552176562219 3.0585496187210084 2.973395171815699 0.15118882252619817 4.1074840344323054 0.063800151184364995 0.2628980486915074 1.4793779387138783 0.20856848468243375 3.5558292938681211 -0.11389993794514666 1.9502505407333375 0.35096539208363764 1.9385011724325327 2.0959664813041687 1.9337180181650016 0.21132176855143595 1.8044060869018237 1.8334692544937132 0.10512895465029082 0.94823130293345703 1.0775860547634863 0.60251769428903412 0.059633457300967953 3.5241948858896892 1.0758544195181616 0.50416344344431974 0.83237995114834873 1.6875074019829432 2.7791578865051272 0.080234967916338176 1.4729693889617921 1.3368803063560935 1.1222940745073207 2.7965608777999877 5.0578091812133792 0.11630891699682583 2.1634576828964054 0.78841427620500326 0.18299156099282438 1.0484383542197091 0.66613565266196173 0.56334917478902002 0.91876852750778204 1.1124812717437744 0.23406908987098271
leaf_weight=637 119 49 17808 20 396 101 20 21 28 63 252 65 275 20 29866 22 20 22 22 22 78 36 91 1191 144 1146 34 38032 20 463 26 25 26 616 30 20 2319 135 31 198 860 27 37 243 272 60 20 5498 20 34 51 20 22 463 32 32 531 28 457 105 31 25 225
leaf_count=637 119 49 17808 20 396 101 20 21 28 63 252 65 275 20 29866 22 20 22 22 22 78 36 91 1191 144 1146 34 38032 20 463 26 25 26 616 30 20 2319 135 31 198 860 27 37 243 272 60 20 5498 20 34 51 20 22 463 32 32 531 28 457 105 31 25 225
internal_value=0 1.17465 -0.0234391 3.88694 0.919549 0.287731 3.33515 1.40127 1.17101 0.244721 0.648279 1.20016 1.25581 2.55712 -0.0606096 3.43962 5.82777 2.58548 0.921716 0.934425 0.0162904 2.722 0.0110147 0.185272 1.00149 0.382437 2.28115 -0.0844032 3.53781 0.135027 0.435374 0.887353 0.596821 -0.0143865 0.386052 0.425724 0.179384 0.567021 -0.0237596 0.760661 -0.0483289 2.26018 1.85626 0.142421 0.813147 0.958064 1.70216 0.113272 0.228298 0.40211 0.369613 1.64001 4.25943 0.271996 2.78617 -0.0545547 0.328203 1.62684 0.819695 0.139476 0.0895248 0.246468 -0.0554511
internal_weight=0 2245 101357 193 2052 10809 173 1020 505 10304 1323 876 380 83 90548 50 40 133 455 297 21397 144 21268 8981 740 1803 136 69151 64 7178 489 129 104 18480 943 1032 2788 226 17839 228 31119 108 102 2562 433 332 69 6689 1166 1012 978 164 44 715 59 30123 927 49 576 996 891 641 30091
internal_count=103602 2245 101357 193 2052 10809 173 1020 505 10304 1323 876 380 83 90548 50 40 133 455 297 21397 144 21268 8981 740 1803 136 69151 64 7178 489 129 104 18480 943 1032 2788 226 17839 228 31119 108 102 2562 433 332 69 6689 1166 1012 978 164 44 715 59 30123 927 49 576 996 891 641 30091
cat_boundaries=0 5 10 11 17 21 22 28 29 30 31 32 38 39
cat_threshold=1074823168 536887298 544 36864266 262192 9486340 512 544 33554432 68 32768 335562624 164512 594378 205586464 1342726148 1024 1073774592 536870912 0 131072 75 581238788 2420113424 429916176 268448256 75498562 12584 1024 2688 17 537 69206528 147472 65608 2097152 8208 256 66
is_linear=0
shrinkage=0.01


Tree=2
num_leaves=64
num_cat=12
split_feature=0 2 25 4 25 1 1 4 4 2 25 3 5 2 2 25 8 3 1 9 0 4 2 6 0 0 25 1 0 25 5 8 24 4 3 3 3 1 24 0 2 1 25 1 0 6 1 24 6 0 2 12 2 24 12 2 8 1 4 0 3 25 0
split_gain=3.09055e+07 1.5223e+07 1.14946e+07 4.98186e+06 4.64071e+06 4.0486e+06 3.1684e+06 2.79911e+06 2.79168e+06 2.42323e+06 1.97036e+06 1.74496e+06 1.682e+06 1.67415e+06 3.4772e+06 1.62378e+06 1.27893e+06 1.16739e+06 1.09655e+06 1.03452e+06 1.02983e+06 1.00109e+06 966582 885095 879929 877350 864737 825889 809917 720047 718603 614216 539864 429243 427536 424260 416946 404444 380103 416740 375041 370008 369169 368850 356145 339388 329565 323103 352301 320171 305627 302878 274877 272100 267022 230668 223961 220299 214595 212763 173272 132074 124438
threshold=156.75900000000004 383.96180000000004 0 767.98765000000014 1 226.32900000000004 511.45025000000004 326.59750000000003 266.29450000000003 35.150000000000013 2 414.53600000000012 287.60700000000003 62.336000000000006 53.632429500000008 3 13.486500000000001 272.24748000000005 159.97720000000004 384.29599999999999 367.42525000000006 422.73350000000011 261.97000000000008 393.73500000000007 14.103000000000002 438.42500000000007 4 596.10500000000013 468.98000000000008 5 326.45950000000005 796.15000000000009 6 483.06600000000009 73.777500000000018 108.75750000000001 106.98125000000002 35.548000000000009 7 28.772400000000001 749.57248000000016 661.33164000000011 8 48.024000000000008 30.063000000000006 173.40750000000003 83.590500000000006 9 53.105500000000006 538.27200000000016 119.76025000000003 152.94900000000004 597.17782000000011 10 22.446000000000002 68.749700000000004 617.48075000000006 54.470000000000006 137.69150000000005 1077.3535000000002 117.54253850000002 11 354.51980000000003
decision_type=2 2 9 2 9 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 1 2 2 2 2 2 1 2 2 2 9 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2
left_child=2 4 5 6 8 9 18 19 11 26 13 25 20 14 -11 22 -9 -8 49 47 -10 -14 24 -15 34 27 32 -2 -27 44 52 36 42 -22 41 51 -28 53 39 -26 45 -4 -1 -39 56 -24 -40 -7 -49 -3 -13 59 -20 -12 -36 58 60 -34 -46 61 -17 -6 -37
right_child=1 3 15 -5 35 7 17 16 12 10 37 50 21 23 -16 29 -18 -19 30 -21 33 -23 40 -25 38 28 31 -29 -30 -31 -32 -33 57 -35 54 62 -38 43 46 -41 -42 -43 -44 -45 55 -47 -48 48 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.8704228343926802 0.80410576042334247 1.2499450230111881 -0.026651197506581372 8.5733184251785275 0.47626614394827166 0.2181321302405349 4.0611402459144594 1.9875641661030907 0.92262978664150952 1.3783063894983323 0.52718241553270184 3.5914710149765017 5.7465955125717896 0.75957874177242901 6.1642619292736054 -0.059606052717300892 5.2095084675875585 7.4778533678054808 3.4264446535977453 3.0279640995372428 1.9499350468317667 2.984834645135062 0.33814238710328937 2.725738269424439 0.06316215478456938 3.4621989228508689 0.10061135100372394 2.5611637909071789 1.4217246123367833 -0.11276123583418927 1.9307480478286743 1.7563683966968371 0.18184065550901657 3.9273808446137806 0.16973953127650407 0.78439150838057203 0.45428571829910985 1.7863620032171408 0.10272171240480392 0.93874898782372473 1.5970960551983602 1.0668102571272082 0.40198174651965735 0.59649251992503804 0.040328389565890646 1.7198295339345933 0.49581953645323185 0.82405614320188758 1.6706323382854462 2.7513663482666018 2.0774695420265199 1.3651927510623276 5.0072311089255592 0.11517041545022619 0.84186708865292148 0.48407131257112812 0.78053016707301137 0.73305733073841439 0.79261187088795193 0.98198832187246765 0.13294155528921831 0.1958090980383311 1.5346815463474819
leaf_weight=249 600 49 17749 20 266 101 20 28 54 63 252 30 21 272 20 29063 22 20 22 22 21 35 160 25 91 22 6284 28 168 38032 20 23 1242 23 566 60 352 30 2307 135 37 31 754 198 1368 20 235 272 60 20 24 29 22 463 66 142 32 77 39 47 475 589 35
leaf_count=249 600 49 17749 20 266 101 20 28 54 63 252 30 21 272 20 29063 22 20 22 22 21 35 160 25 91 22 6284 28 168 38032 20 23 1242 23 566 60 352 30 2307 135 37 31 754 198 1368 20 235 272 60 20 24 29 22 463 66 142 32 77 39 47 475 589 35
internal_value=0 1.16302 -0.023203 3.84807 0.910481 0.284871 3.30179 1.15935 1.38325 0.24229 0.641845 1.17752 2.63797 1.24325 2.53155 -0.0600036 3.40522 5.7695 2.55963 0.912547 1.84796 4.02049 0.0161275 0.92508 0.00933193 1.06258 0.183431 0.882446 1.65799 -0.0835594 3.50243 0.124838 0.349419 2.9836 -0.0156596 0.420136 0.119372 0.38226 0.175569 0.561351 0.680147 -0.0247447 0.525719 0.753054 -0.0478457 0.491663 0.138517 0.805067 0.948483 1.68514 2.91858 0.359273 4.21684 0.269367 0.23993 0.0999479 -0.0556039 0.212409 0.0611806 0.326932 -0.0565097 0.290923 1.06081
internal_weight=0 2245 101357 193 2052 10809 173 505 1026 10304 1323 872 154 380 83 90548 50 40 133 455 98 56 21397 297 21180 818 8981 628 190 69151 64 6659 2322 44 18412 1026 6636 943 2768 226 217 17780 1003 228 31119 180 2542 433 332 69 54 931 44 715 632 1549 29570 1319 1407 902 29538 855 95
internal_count=103602 2245 101357 193 2052 10809 173 505 1026 10304 1323 872 154 380 83 90548 50 40 133 455 98 56 21397 297 21180 818 8981 628 190 69151 64 6659 2322 44 18412 1026 6636 943 2768 226 217 17780 1003 228 31119 180 2542 433 332 69 54 931 44 715 632 1549 29570 1319 1407 902 29538 855 95
cat_boundaries=0 5 11 12 18 23 29 30 31 36 37 38 44
cat_threshold=1074823168 536887298 544 36864266 262192 9486340 512 544 33554432 64 4096 32768 335562624 164512 594378 205586464 1342726148 1024 1073774592 536870912 0 3276800 32 581238788 2420113424 429916176 268448256 75498562 12584 1099 1024 1073741824 536870912 0 131072 32 2688 537 67109376 16 72 2097152 8196 256
is_linear=0
shrinkage=0.01


Tree=3
num_leaves=64
num_cat=15
split_feature=0 2 25 4 25 1 1 3 4 2 25 1 2 2 25 3 1 9 1 2 5 6 25 0 0 4 5 25 24 3 0 1 10 25 18 24 0 3 1 1 0 5 2 6 2 24 6 0 5 24 0 25 0 2 24 2 1 3 2 1 26 24 25
split_gain=3.02919e+07 1.49197e+07 1.12672e+07 4.88272e+06 4.57757e+06 3.96824e+06 3.10535e+06 2.75913e+06 2.7433e+06 2.37537e+06 1.93082e+06 1.81716e+06 1.64084e+06 3.408e+06 1.60071e+06 1.14416e+06 1.07473e+06 1.01388e+06 949431 921429 893257 867482 849010 822133 804302 709516 704303 692086 594922 461878 411446 396247 392945 383532 382861 379116 377833 361726 361510 347251 346809 346268 318314 535237 396185 316420 345290 313800 294783 280306 278698 274293 523882 269407 266919 263162 261046 236790 244345 222518 213959 213467 198631
threshold=156.75900000000004 383.96180000000004 0 767.98765000000014 1 226.32900000000004 511.45025000000004 297.47500000000008 326.59750000000003 35.150000000000013 2 262.64538500000009 62.336000000000006 53.632429500000008 3 272.24748000000005 159.97720000000004 384.29599999999999 469.21250000000003 315.17050000000006 302.32450000000006 393.73500000000007 4 438.42500000000007 14.103000000000002 277.77250000000009 326.45950000000005 5 6 514.39811750000013 50.029250000000012 35.548000000000009 255.92650000000003 7 116.75090000000003 8 28.772400000000001 73.777500000000018 48.024000000000008 661.33164000000011 335.27750000000009 47.743297500000004 883.10000000000014 1.1132500000000001 364.96250000000003 9 53.105500000000006 538.27200000000016 326.45950000000005 10 1077.3535000000002 11 120.13000000000001 597.17782000000011 12 36.857500000000009 83.590500000000006 117.54253850000002 284.91500000000008 54.470000000000006 2022.5000000000002 13 14
decision_type=2 2 9 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 9 1 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 9 2 2 1 2 2 2 2 2 2 1 9
left_child=2 4 5 6 7 9 16 11 17 22 12 23 13 -11 19 -8 47 45 -10 24 40 -14 28 61 37 41 53 30 33 49 57 54 34 -1 50 36 -26 39 -33 -4 60 -13 43 -21 -45 -7 -47 -3 -25 -24 62 52 -32 -18 -12 -42 -37 -16 -59 -30 -9 -2 -6
right_child=1 3 14 -5 32 8 15 20 18 10 31 25 21 -15 27 -17 26 -19 -20 42 -22 -23 29 48 35 -27 -28 -29 59 -31 51 38 -34 -35 -36 56 -38 -39 -40 -41 55 -43 -44 44 -46 46 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 58 -60 -61 -62 -63 -64
leaf_value=0.39801454653134521 1.2294530440855398 1.2374455858736622 -0.024348191385180278 8.4875851879119875 0.46891726039240694 0.21614732533961803 4.020528816699982 2.3564498383658274 2.0472353221819954 1.3645233541064792 0.52211180665110812 2.2612841995679416 0.75198295971762164 6.1026189728379245 -0.057980080358548625 7.4030749053955081 3.3921802178296181 2.9976845212416214 4.8054272484779359 0.17788859896703599 4.034132703741391 2.6984809350013736 0.22608543196723599 1.447706665760941 0.065013903044582752 3.4897496778824753 1.9114405527114868 -0.11163392371310472 0.17213445016088585 1.0901796134637327 0.25852600777544915 1.7684984211226304 1.8093329439163208 0.86213130474090582 1.6418304823835692 0.099306388443487562 0.89832779450634759 0.21602000421746909 0.5905275943815107 0.9872026206290021 3.4587389410866631 1.0494351320008974 1.6887315904272016 0.51094055795669557 2.4775423793565658 0.81581558616064931 1.6539260175228119 2.7238526248931887 2.7433233823776244 0.076500143554361397 1.0761130683238691 0.044361027164662135 1.536522318736927 4.9571587692607535 0.11404306319973433 2.1181971574574709 0.44906439720062502 0.11022550227885533 1.073138714347567 0.7257267504388637 1.0211617689473289 0.65104835520656001 0.1660834757495275
leaf_weight=754 119 49 18202 20 467 101 20 21 26 63 252 65 272 20 29208 20 22 22 24 109 36 25 1698 144 89 34 20 38032 1273 49 241 30 20 268 24 2321 140 659 198 34 27 37 29 20 21 272 60 20 20 4862 52 695 37 22 463 32 235 448 28 77 28 457 469
leaf_count=754 119 49 18202 20 467 101 20 21 26 63 252 65 272 20 29208 20 22 22 24 109 36 25 1698 144 89 34 20 38032 1273 49 241 30 20 268 24 2321 140 659 198 34 27 37 29 20 21 272 60 20 20 4862 52 695 37 22 463 32 235 448 28 77 28 457 469
internal_value=0 1.15142 -0.022969 3.80959 0.901409 0.282042 3.26878 1.3737 1.1478 0.239885 0.635475 1.1763 1.23082 2.50623 -0.0594037 5.7118 2.53403 0.90347 3.37117 0.0151319 2.66997 0.91583 0.181611 0.981048 0.00923933 2.23871 3.46741 -0.083122 0.34373 0.12272 -0.0477263 0.378505 0.417251 0.526895 0.393863 0.16789 0.550427 -0.0141447 0.745524 -0.0224622 2.21524 1.82169 0.729666 0.544247 1.51822 0.797066 0.938998 1.66829 1.60571 0.11568 0.363548 0.154605 0.413736 4.17467 0.266763 2.73167 0.130951 -0.0543745 0.166867 0.202212 1.59343 0.803193 0.323961
internal_weight=0 2245 101357 193 2052 10809 173 1020 505 10304 1323 876 380 83 90548 40 133 455 50 21859 144 297 8981 740 21680 136 64 68689 2372 6609 30657 943 1032 1022 1012 2785 229 18895 228 18236 108 102 179 150 41 433 332 69 164 6560 988 973 278 44 715 59 2556 29684 476 1350 49 576 936
internal_count=103602 2245 101357 193 2052 10809 173 1020 505 10304 1323 876 380 83 90548 40 133 455 50 21859 144 297 8981 740 21680 136 64 68689 2372 6609 30657 943 1032 1022 1012 2785 229 18895 228 18236 108 102 179 150 41 433 332 69 164 6560 988 973 278 44 715 59 2556 29684 476 1350 49 576 936
cat_boundaries=0 5 10 11 17 22 28 29 33 34 35 36 42 43 44 50
cat_threshold=1074823168 536887298 544 36864266 262192 9486340 512 544 33554432 68 32768 335562624 164512 528842 205586464 1342726212 1024 1073774592 536870912 0 3277056 32 581238788 2420113424 429981712 268448256 75498498 12584 1099 32768 0 0 3145728 1024 2688 19 33554432 0 276889600 0 0 4096 537 66 69206528 147472 65608 0 8208 12544
is_linear=0
shrinkage=0.01


Tree=4
num_leaves=64
num_cat=12
split_feature=0 2 25 16 25 1 4 4 1 2 25 3 5 2 2 3 25 8 0 9 4 16 2 0 0 15 1 25 1 0 24 25 4 4 5 4 3 3 1 24 0 2 1 1 6 1 24 24 1 2 12 0 24 12 1 8 4 0 2 4 25 0 8
split_gain=2.96947e+07 1.46215e+07 1.10444e+07 4.9243e+06 4.45965e+06 3.88946e+06 2.69522e+06 2.68861e+06 2.53859e+06 2.32842e+06 1.89207e+06 1.6824e+06 1.63093e+06 1.60818e+06 3.34018e+06 1.60738e+06 1.5606e+06 1.25095e+06 1.00108e+06 993663 980109 961078 930092 845878 843635 838824 1.05874e+06 832267 799468 793719 705033 672209 666780 462151 605623 417715 413967 411578 388216 365619 400849 361058 355890 354316 327150 317275 315723 309875 344117 297830 295369 294396 261837 261698 250318 209625 209255 204151 192874 180972 127363 121741 195231
threshold=156.75900000000004 383.96180000000004 0 264.3250000000001 1 226.32900000000004 266.29450000000003 326.59750000000003 511.45025000000004 35.150000000000013 2 414.53600000000012 287.60700000000003 62.336000000000006 53.632429500000008 335.00670000000008 3 13.486500000000001 367.42525000000006 384.29599999999999 422.73350000000011 162.45550000000003 261.97000000000008 14.103000000000002 438.42500000000007 35.572800000000008 169.65250000000003 4 596.10500000000013 468.98000000000008 5 6 130.27000000000001 73.148425000000017 392.81250000000006 483.06600000000009 108.75750000000001 73.777500000000018 35.548000000000009 7 28.772400000000001 749.57248000000016 661.33164000000011 48.024000000000008 173.40750000000003 83.590500000000006 8 9 1070.9310000000003 119.76025000000003 152.94900000000004 50.029250000000012 10 22.446000000000002 54.470000000000006 617.48075000000006 137.69150000000005 1077.3535000000002 72.196250000000006 189.80565000000004 11 354.51980000000003 14.467447000000002
decision_type=2 2 9 2 9 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 1 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 1 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2
left_child=2 4 5 8 6 9 11 19 25 27 13 24 18 14 -11 -10 22 -9 -8 47 -14 -15 23 37 28 26 -3 30 -2 -26 -1 51 -28 46 -35 -20 50 42 52 40 -25 44 -4 -40 -24 -41 -29 -7 -49 -13 57 55 -12 -39 -32 59 58 60 -53 -18 -6 62 -38
right_child=1 3 16 -5 36 7 12 17 15 10 38 49 20 21 -16 -17 31 -19 35 -21 -22 -23 41 39 29 -27 32 33 -30 -31 54 -33 -34 34 -36 -37 61 53 43 45 -42 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 56 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.63985644192286584 0.78722022591928642 1.3084369005695466 -0.026127291986631357 8.3428788693745943 0.46641815513696361 0.21418057879886113 0.89854266175517328 1.9353953501156398 3.4286182984438809 1.3508780862414649 0.51708996659926787 3.5276159381071728 5.6580864297776001 0.74577501406669611 6.0415927722454068 7.2964923150198802 -0.054621649496012212 5.1218963380293419 1.9108601910727365 2.9677076105637985 2.925414798293795 2.9178747931393714 0.33152695836266505 0.06190742334166726 3.4108698870918968 4.39446324634552 4.4644880143801373 0.25655787515222134 2.5159450442450386 1.3909027803795677 0.18143092150517084 -0.10878716535907623 2.0817814507691756 0.34448719008308765 1.912964800321139 3.8615695762634279 0.30550034574750401 0.16594342665990333 1.7508133755922319 0.10068786092518889 0.9206386010639922 1.5668828614176931 1.0462700713353772 0.5846223190137082 1.6880730245113373 0.48638653598947729 0.076939951004206822 1.0681282383976158 0.019769775390625001 2.0330518796046575 1.3450536326704354 0.050416330443423932 0.1129267424252081 0.83133631233013039 0.74200657196516218 0.74508923624501078 0.84501217988821187 0.96140731446286465 0.55342580172277633 0.23137366049292374 0.1911387285953372 1.5133655341012138 1.4698757521311441
leaf_weight=637 600 62 17749 21 266 101 54 28 22 63 252 30 21 275 20 21 28271 22 21 22 35 22 160 91 22 20 24 1191 28 168 1080 39677 23 463 26 23 36 566 30 2307 135 37 31 198 20 235 5498 297 35 24 29 824 463 66 86 33 39 47 84 223 589 35 24
leaf_count=637 600 62 17749 21 266 101 54 28 22 63 252 30 21 275 20 21 28271 22 21 22 35 22 160 91 22 20 24 1191 28 168 1080 39677 23 463 26 23 36 566 30 2307 135 37 31 198 20 235 5498 297 35 24 29 824 463 66 86 33 39 47 84 223 589 35 24
internal_value=0 1.14002 -0.022737 3.77149 0.892517 0.279244 1.35597 1.13636 3.21335 0.237508 0.629169 1.1538 2.5888 1.21851 2.48117 5.31758 -0.0588097 3.33746 1.81087 0.894483 3.95017 0.906671 0.0158257 0.00915962 1.04094 2.51195 2.16653 0.179812 0.864297 1.62479 0.371619 -0.0819027 3.29848 0.130933 0.427883 2.93055 0.411833 -0.0153436 0.374787 0.172149 0.550508 0.667191 -0.0242575 0.738069 0.482254 0.13581 0.10942 0.789146 0.929608 2.86337 0.351682 -0.0456871 0.264185 0.235431 0.220883 -0.0514609 0.127757 0.319745 0.0969502 -0.0523834 0.284472 1.04466 0.771251
internal_weight=0 2245 101357 193 2052 10809 1026 505 172 10304 1323 872 154 380 83 43 90548 50 98 455 56 297 21397 21180 818 129 109 8981 628 190 1803 69151 47 7178 489 44 1026 18412 943 2768 226 217 17780 228 180 2542 6689 433 332 54 931 29474 715 632 1166 28527 947 902 908 28494 855 95 60
internal_count=103602 2245 101357 193 2052 10809 1026 505 172 10304 1323 872 154 380 83 43 90548 50 98 455 56 297 21397 21180 818 129 109 8981 628 190 1803 69151 47 7178 489 44 1026 18412 943 2768 226 217 17780 228 180 2542 6689 433 332 54 931 29474 715 632 1166 28527 947 902 908 28494 855 95 60
cat_boundaries=0 5 11 12 18 22 23 29 30 31 32 33 39
cat_threshold=1074823168 536887298 544 36864266 262192 9486340 512 544 33554432 64 4096 32768 335562624 164512 594378 205586464 1342726148 1024 1073774592 536870912 0 131072 75 547684356 2428502032 429916176 268448256 75498562 12584 1024 17 2688 537 67109376 16 72 2097152 8196 256
is_linear=0
shrinkage=0.01


Tree=5
num_leaves=64
num_cat=13
split_feature=25 1 2 6 16 25 4 2 2 2 8 24 2 7 25 6 5 3 5 5 5 3 25 4 25 25 2 2 4 3 7 24 1 1 2 24 25 5 3 4 1 7 8 3 3 13 25 25 4 5 3 3 3 7 1 1 1 11 1 2 4 3 25
split_gain=2.23278e+07 1.40609e+07 6.95561e+06 5.15433e+06 6.65784e+06 3.00798e+06 2.71886e+06 2.44271e+06 4.25892e+06 2.43839e+06 1.63591e+06 1.39108e+06 1.35374e+06 1.3524e+06 1.34038e+06 1.25801e+06 910376 898593 1.07894e+06 870534 856807 752109 749499 743529 660132 659383 1.06867e+06 638433 638117 610859 581487 537444 479197 454788 441429 437974 404155 402159 374753 368840 367423 354028 339208 280803 262134 258201 255818 252460 291232 242565 223304 189473 182539 179296 164465 149053 143630 130305 123302 121443 118447 110191 90944.1
threshold=0 165.05000000000004 364.96250000000003 448.18200000000007 247.80448000000004 1 277.77250000000009 52.029000000000003 57.868500000000004 68.749700000000004 52.741000000000007 2 24.727 255.31490000000005 3 160.46250000000003 254.50300000000001 514.39811750000013 359.92750000000007 392.81250000000006 897.08550000000014 888.10000000000014 4 223.58100000000002 5 6 597.17782000000011 512.13625000000013 547.82000000000005 6.9525000000000015 152.16750000000005 7 87.303500000000014 297.63750000000005 111.58832500000001 8 9 64.594250000000002 190.99500000000003 87.012500000000017 63.146250000000009 114.61450000000001 380.13250000000005 108.75750000000001 52.207712000000008 190.60000000000002 10 11 547.82000000000005 190.63000000000002 365.67550000000006 104.11725000000001 31.155100000000008 8.7137500000000028 48.83227500000001 43.309000000000005 122.82375000000002 61.027950000000011 210.63000000000002 148.09087000000002 5.5950000000000006 86.176192500000013 12
decision_type=9 2 2 2 2 9 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 9 2 9 9 2 2 2 2 2 1 2 2 2 1 9 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
left_child=1 3 6 5 12 7 30 11 -9 14 44 22 39 -10 21 25 59 23 -19 -12 31 32 -1 27 42 26 33 -4 -25 -29 35 34 47 52 -7 58 -37 -33 49 -5 -13 57 43 54 -8 51 50 61 -49 -32 55 -34 -11 -44 -16 -27 -45 60 -3 -14 -17 -2 -26
right_child=9 2 17 4 -6 20 10 8 13 15 19 40 16 -15 24 41 -18 18 -20 -21 -22 -23 -24 28 62 46 -28 29 -30 -31 38 37 45 -35 -36 36 -38 -39 -40 -41 -42 -43 53 56 -46 -47 -48 48 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.61350757528154876 0.042173135924991403 0.81090259683543242 1.0099432359892746 0.2626476824780305 7.3696910805702212 0.23079301986362474 0.61698650501392505 5.5146300745010377 0.85116697854422907 0.2172823103842601 2.7175071341113042 0.19188182145245095 2.1803408253192904 2.8506762057856507 -0.053829456189459002 0.28626204954950435 3.9806794734623123 5.6507836170854242 2.8729133443479187 5.150221893290678 2.1096684124158775 1.7122447002851047 1.4919579391221742 4.9271355454126997 -0.07820076777409482 0.12857240067451609 2.650155625187832 3.9843523456573484 2.7050165149143766 1.7950848643596355 0.84721184333165489 0.057381450690832322 0.1820508889996777 1.7501338130950927 0.65095297327237345 1.2001448463292639 0.55750494804647233 0.37915335661657068 2.5904408259227361 1.7171724479848689 0.95537679914218276 2.0103482946753504 0.30477012563634803 0.15225681617892106 1.9367767843078165 1.3861708889007569 -0.025808297427410778 -0.028271391663372895 1.1794301660284401 2.1580000033378601 1.1348588198881884 0.7703156274954478 0.66170786757538791 1.3590828008237095 0.073894764936550436 0.41698530853558807 0.82843666146783268 1.558663178140467 0.071131291908792929 1.1743444643020629 1.0612450281003627 0.26438529317771203 -0.1138272647745639
leaf_weight=500 6573 29 29 84 20 3734 27 23 308 284 38 1064 20 38 26517 38 23 29 27 24 23 26 138 24 9476 765 23 25 28 26 48 3494 626 25 268 304 242 437 29 22 67 38 54 413 34 20 742 12230 20 20 26 60 137 23 1048 234 34 22 101 30 41 231 32466
leaf_count=500 6573 29 29 84 20 3734 27 23 308 284 38 1064 20 38 26517 38 23 29 27 24 23 26 138 24 9476 765 23 25 28 26 48 3494 626 25 268 304 242 437 29 22 67 38 54 413 34 20 742 12230 20 20 26 60 137 23 1048 234 34 22 101 30 41 231 32466
internal_value=0 0.417593 1.50126 0.303872 1.89762 0.272452 1.13434 0.604838 1.34776 -0.0517662 2.51528 0.453291 1.28622 1.07077 -0.0601348 0.264494 2.33415 3.25001 4.31145 3.6592 0.182142 0.0125546 0.823609 2.79971 -0.0806621 0.207111 0.536679 2.19462 3.73061 2.86826 0.9146 0.176783 0.0103245 0.439721 0.258284 0.810706 0.930462 0.0929157 1.63865 0.56453 0.235033 1.18757 -0.0431043 -0.0449416 1.35261 0.266156 0.115943 0.000845309 -0.0262782 1.23274 0.217815 0.233503 0.361905 0.619695 -0.0489735 0.196129 0.203689 0.878016 0.219289 1.57674 0.688468 0.0496444 -0.105799
internal_weight=0 11377 1084 10293 199 10094 896 2138 369 92192 123 1769 179 346 89817 2375 73 188 56 62 7956 19786 638 132 70031 2236 469 80 52 51 773 7933 19760 446 4002 676 546 3931 97 106 1131 139 28089 28012 61 706 1767 19054 12250 68 1025 686 421 77 27565 999 447 101 130 50 79 6804 41942
internal_count=103569 11377 1084 10293 199 10094 896 2138 369 92192 123 1769 179 346 89817 2375 73 188 56 62 7956 19786 638 132 70031 2236 469 80 52 51 773 7933 19760 446 4002 676 546 3931 97 106 1131 139 28089 28012 61 706 1767 19054 12250 68 1025 686 421 77 27565 999 447 101 130 50 79 6804 41942
cat_boundaries=0 5 10 11 17 18 24 30 31 32 35 41 46 52
cat_threshold=1074823168 536887296 4640 171081730 32 32768 536870912 4096 131072 32 1091 872416896 164354 474 67182880 1150034004 1056 32768 10829828 2428502192 287899648 268439552 268452866 12552 16384 640 268501000 0 20 4096 571 2176 32768 0 544 35980932 131120 8388672 0 8256 8192 512 163842 394 74016 1074274320 37748736 33816580 142639108 2155874304 2164260992 16
is_linear=0
shrinkage=0.01


Tree=6
num_leaves=57
num_cat=3
split_feature=1 4 2 6 4 2 8 5 3 3 3 3 3 5 5 12 9 26 7 4 12 3 26 7 6 2 26 7 24 1 8 4 2 4 7 24 8 6 7 16 14 1 4 2 26 26 3 6 1 14 8 24 3 3 26 5
split_gain=1.81759e+07 8.01542e+06 6.52678e+06 6.21148e+06 5.87056e+06 3.59465e+06 2.47604e+06 2.41373e+06 2.15371e+06 1.64483e+06 1.52342e+06 1.43711e+06 1.40387e+06 1.23466e+06 1.10409e+06 979839 887436 817714 730561 709938 685551 963435 624815 1.01796e+06 612168 627814 628058 574502 513340 500087 484389 481756 401438 394497 387192 378177 374302 335461 329665 328928 317155 316525 303667 274357 224819 205569 204749 196405 188935 186276 163419 127393 98218.5 71863.1 44108.6 29871.8
threshold=159.97720000000004 303.67750000000007 50.853000000000009 393.73500000000007 201.55000000000004 512.13625000000013 4.4150000000000009 392.81250000000006 106.98125000000002 75.305437500000011 335.00670000000008 78.36075000000001 190.99500000000003 448.18200000000007 616.44275000000005 267.39720000000005 553.21400000000006 2022.5000000000002 40.107500000000009 73.148425000000017 61.075950000000013 414.53600000000012 2022.5000000000002 96.060000000000016 104.02000000000001 1070.9310000000003 2022.5000000000002 165.94800000000004 0 104.02000000000001 380.13250000000005 449.81750000000005 35.150000000000013 106.765 161.25550000000001 1 1117.4100000000001 448.18200000000007 169.65250000000003 237.51325000000003 224.17425000000003 30.078000000000007 174.23250000000002 205.68850000000006 2022.5000000000002 2022.5000000000002 52.207712000000008 328.43000000000001 469.21250000000003 323.43265000000002 10.565000000000003 2 4.4150000000000009 63.326000000000001 2022.5000000000002 17.240300000000001
decision_type=2 2 2 2 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 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=2 5 7 9 43 12 10 11 31 24 46 19 16 35 -10 17 32 -8 -19 36 34 -22 52 -24 25 28 -27 33 -4 38 37 47 40 -26 45 44 41 -21 49 -37 -2 -1 -40 -5 -11 -14 54 51 -34 -13 55 -9 -7 -45 -3 -31
right_child=1 6 3 4 -6 22 15 8 14 13 -12 29 20 -15 -16 -17 -18 18 -20 30 21 -23 23 -25 27 26 -28 -29 -30 50 -32 -33 48 -35 -36 39 -38 -39 42 -41 -42 -43 -44 53 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57
leaf_value=-0.052223309424284797 0.34444859446486709 0.033245670484459915 0.55634221417191843 2.1118110450676508 6.7071892808164861 2.9510004772186278 4.2074274245897936 0.0080660206232315464 1.3610944850921631 2.0989061520017427 3.2124720976803753 0.14723454987249654 1.1395111961558808 2.8064684929166521 4.4327321882139552 4.9585648351102263 2.2237455201971121 0.74329037332534797 3.1270144106282132 0.11389431516660953 0.95679749630746391 3.9512988775426692 0.36740559387207028 3.2506967697540921 0.22695643291856249 2.5524206269871104 0.32793582916259767 1.9398069488640988 0.11743431813641714 0.47011723908511072 1.5296279165267945 1.946213588260469 0.64971035159627588 1.2429718482269432 2.0814940034189533 0.49269532733601951 1.0685842545827229 1.356025005849925 0.45139467113547854 1.7679364772070023 1.5060953040917715 0.04507791218820615 1.7389115325264308 0.50965400915879466 1.0581325504877797 0.33317868490219121 1.4501275275303767 1.2771344514326617 1.2671125011046729 1.0942641208285377 1.5886669758681595 0.47793624200492069 3.8564896577337517 1.3069693388938906 0.63443219551673302 0.95989268946647643
leaf_weight=89504 1135 23 288 28 28 25 36 107 25 29 37 1894 86 28 22 37 29 20 36 1857 21 22 25 24 137 22 30 33 2770 33 25 21 285 53 31 549 30 22 90 21 24 3473 23 26 73 50 26 22 60 21 29 135 23 20 26 20
leaf_count=89504 1135 23 288 28 28 25 36 107 25 29 37 1894 86 28 22 37 29 20 36 1857 21 22 25 24 137 22 30 33 2770 33 25 21 285 53 31 549 30 22 90 21 24 3473 23 26 73 50 26 22 60 21 29 135 23 20 26 20
internal_value=0 0.924967 -0.0191366 0.369979 2.80708 0.700358 2.63982 -0.035664 0.81554 0.308342 1.55201 -0.0385768 0.596089 0.749014 2.79888 3.58428 0.491049 3.03158 2.27568 -0.0443153 1.36288 2.48887 2.57398 1.77963 0.215791 0.179501 1.26906 0.721902 0.160974 0.219548 0.146836 0.488463 0.457639 0.510371 1.07295 0.663286 -0.0482284 0.128438 0.188591 0.530373 0.368503 -0.0485888 0.713456 1.33137 1.23314 0.843065 0.732843 0.372505 0.757085 0.15762 0.985159 0.290266 3.38488 0.856313 0.352243 0.654938
internal_weight=0 2081 101488 4135 102 1840 241 97353 332 4033 112 97021 1743 700 47 129 1533 92 56 94911 210 43 97 49 3333 3110 52 223 3058 2110 1904 285 1504 190 167 672 93007 1879 2028 570 1159 92977 113 74 102 136 75 264 345 1915 82 242 48 46 49 53
internal_count=103569 2081 101488 4135 102 1840 241 97353 332 4033 112 97021 1743 700 47 129 1533 92 56 94911 210 43 97 49 3333 3110 52 223 3058 2110 1904 285 1504 190 167 672 93007 1879 2028 570 1159 92977 113 74 102 136 75 264 345 1915 82 242 48 46 49 53
cat_boundaries=0 1 2 3
cat_threshold=8 20 2198
is_linear=0
shrinkage=0.01


Tree=7
num_leaves=64
num_cat=15
split_feature=0 25 25 11 0 25 4 9 25 4 6 3 3 6 24 5 5 6 15 3 7 14 5 24 25 8 8 25 18 0 0 4 13 0 25 3 0 14 10 24 8 3 8 25 0 5 7 3 8 24 10 6 4 5 4 25 3 9 24 25 4 14 4
split_gain=2.60111e+07 1.03988e+07 9.38494e+06 5.79694e+06 3.25983e+06 2.93892e+06 1.90296e+06 1.78133e+06 1.5382e+06 1.53425e+06 1.52204e+06 2.5783e+06 1.37339e+06 1.10089e+06 1.05175e+06 1.40859e+06 1.04235e+06 2.0245e+06 1.03377e+06 1.01139e+06 1.00553e+06 805102 716157 687881 922067 762412 665235 609491 595628 482554 455874 430601 650854 391327 387458 404227 368477 367083 348009 324875 301129 284052 270694 253023 240090 238877 226111 219871 173583 171126 165335 153735 150228 149669 142804 93840.2 87125.5 85491.1 64367.9 53835.1 50576.5 37551.3 4201.18
threshold=166.61000000000004 0 1 675.38900000000001 384.83520000000004 2 303.67750000000007 430.98750000000007 3 130.27000000000001 543.52500000000009 114.45750000000002 472.9221300000001 521.79500000000019 4 522.5150000000001 370.38000000000005 371.41875000000005 59.840000000000011 73.777500000000018 421.77600000000007 455.5750000000001 359.92750000000007 5 6 218.21600000000004 13.486500000000001 7 116.75090000000003 883.10000000000014 33.665000000000013 13.912000000000001 145.45400000000004 12.359700000000002 8 439.62900000000008 54.946000000000005 678.01075000000003 349.36250000000007 9 34.427500000000002 123.21700000000001 617.48075000000006 10 29.590250000000001 115.15375000000002 99.006000000000014 365.67550000000006 153.40400000000002 11 121.22850000000001 79.689000000000007 106.765 30.282050000000002 40.402000000000008 12 52.207712000000008 90.026100000000028 13 14 160.239 118.36660000000002 216.15000000000003
decision_type=2 9 9 2 2 9 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 9 2 2 9 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 9 2 2 1 9 2 2 2
left_child=1 5 3 4 13 6 14 20 19 12 23 53 29 31 15 47 40 -18 26 33 28 36 45 24 -7 -26 56 41 34 -6 37 39 -33 38 35 -4 -16 -25 43 -2 -11 42 44 -3 -10 48 -32 -1 -21 -36 58 55 -53 -12 -47 -35 -8 -40 -43 -29 61 -61 -62
right_child=2 8 7 -5 9 10 18 -9 27 16 11 -13 -14 -15 21 -17 17 -19 -20 22 -22 -23 -24 30 25 -27 -28 59 -30 -31 46 32 -34 51 49 -37 -38 -39 57 -41 -42 50 -44 -45 -46 54 -48 -49 -50 -51 -52 52 -54 -55 -56 -57 -58 -59 -60 60 62 -63 -64
leaf_value=0.70471732987049918 1.3067837757197294 -0.045045929009497554 0.57776484595729583 7.0550936690243802 1.4286295407199858 1.2165981653462286 0.50909695856032833 2.9063000656664371 -0.058576097941337509 2.1764116032059126 0.078802423324990781 4.0004878732136318 4.126026361329215 3.2198950621059965 0.18641354914993194 3.3508535239810033 6.7942620965708853 2.4440152676850557 3.9656509041786197 0.20064982867268757 2.5893416155939519 2.2388050778706869 2.1480105163937524 0.094961597527719127 0.25235523777562086 1.4465145474347201 2.7896271350750554 -0.12204757960464392 2.039433008233706 2.7154557438900593 0.33000439817057209 1.3253913077224386 3.235555072784424 0.1214968117779158 0.44848862711385806 1.9566611062396657 0.81594487085796541 1.3891703198172829 0.87059542108465127 0.43791978465927228 3.4357707123878676 0.26623797306647667 1.0576209792223845 0.030901241170642264 0.076484693483990271 0.37510077329973379 0.99877402388623782 1.5892452016370049 0.85911157795361104 0.091310987814485683 1.0958096895217895 0.2601398439378273 1.0493771109580994 1.1116586494445801 1.1505657473682089 -0.016064282942051981 1.2588300763407061 0.14257246390632961 0.0086365820516596786 -0.098735942324751649 0.3462193789936247 0.26771758777754651 0.14847741647200149
leaf_weight=908 100 13522 632 22 125 105 31 32 27241 37 47 28 28 28 812 21 23 20 20 856 23 21 21 5719 1915 55 26 16579 24 38 520 165 20 2096 235 22 105 22 54 133 39 237 22 6484 1383 48 56 29 42 336 20 123 30 20 47 653 31 23 172 21272 21 28 22
leaf_count=908 100 13522 632 22 125 105 31 32 27241 37 47 28 28 28 812 21 23 20 20 856 23 21 21 5719 1915 55 26 16579 24 38 520 165 20 2096 235 22 105 22 54 133 39 237 22 6484 1383 48 56 29 42 336 20 123 30 20 47 653 31 23 172 21272 21 28 22
internal_value=0 -0.0228627 1.10628 1.96968 1.84774 0.275108 0.619188 0.571667 -0.0572399 2.63537 0.193228 1.45211 2.08008 1.30028 0.548732 0.781342 3.52664 4.77089 1.91342 0.0114595 0.517428 0.299638 0.320541 0.179207 0.33704 0.284252 1.447 -0.0818467 0.479274 1.72863 0.126629 1.1717 1.5319 -0.00217087 0.448708 0.61475 0.258497 0.0999211 -0.0178558 0.885703 2.82266 -0.0473569 -0.0511983 -0.0204383 -0.0520505 0.281894 0.395024 0.732093 0.231446 0.2435 0.208039 0.106375 0.414892 0.387118 0.758752 0.089204 0.883964 0.653134 0.164627 -0.108271 -0.0975169 -0.0982542 0.245049
internal_weight=0 101487 2082 778 756 10491 2004 1304 90996 310 8487 95 191 446 1896 958 119 43 108 23999 1272 938 1014 8392 2075 1970 88 66997 1249 163 6317 418 185 22985 1225 654 917 5741 20083 233 76 29075 28646 20006 28624 993 576 937 898 571 429 2902 153 67 95 2749 62 77 409 37922 21343 21300 43
internal_count=103569 101487 2082 778 756 10491 2004 1304 90996 310 8487 95 191 446 1896 958 119 43 108 23999 1272 938 1014 8392 2075 1970 88 66997 1249 163 6317 418 185 22985 1225 654 917 5741 20083 233 76 29075 28646 20006 28624 993 576 937 898 571 429 2902 153 67 95 2749 62 77 409 37922 21343 21300 43
cat_boundaries=0 5 8 13 19 20 21 25 31 37 38 44 45 51 52 57
cat_threshold=1074823168 536920064 4640 171081986 32 1081344 0 544 32768 0 4096 131072 32 335562368 131746 474 73760 1410080852 5152 1103 19 0 536870912 0 2 581238788 2428764176 296288256 335548928 2155889794 8456 69222400 147984 65536 33587200 8276 12544 108 67126400 544 192 0 335806532 4096 2152 1536 512 72 0 8196 4096 3681 134348832 1291914240 3864292352 1611137153 140644352
is_linear=0
shrinkage=0.01


Tree=8
num_leaves=64
num_cat=9
split_feature=0 2 25 25 7 1 3 25 2 2 2 1 2 24 14 3 2 25 0 5 0 5 25 15 3 12 0 3 25 2 1 25 5 24 10 0 7 1 1 10 3 1 8 2 3 0 1 10 1 7 10 1 8 8 16 0 1 1 3 0 7 5 5
split_gain=2.54984e+07 1.20251e+07 1.01926e+07 4.58026e+06 3.553e+06 3.06055e+06 2.70863e+06 2.21646e+06 1.64626e+06 2.04873e+06 2.88162e+06 1.55527e+06 1.5158e+06 1.38638e+06 1.24385e+06 1.19563e+06 1.16638e+06 1.09303e+06 1.00181e+06 967128 939497 905821 864998 848934 834483 721838 668847 842141 608807 1.02848e+06 763641 552970 468576 446770 423809 421002 414474 398306 395503 372182 359700 324247 309932 299846 291869 284038 274992 273363 249595 248505 206495 195808 189678 184072 174055 173412 149573 146827 144294 162167 143622 274972 137330
threshold=166.61000000000004 512.13625000000013 0 1 522.5150000000001 226.32900000000004 272.24748000000005 2 36.122500000000009 62.336000000000006 52.029000000000003 262.64538500000009 68.749700000000004 3 365.50250000000005 335.00670000000008 174.76450000000003 4 234.07000000000002 522.5150000000001 507.82280000000009 234.22 5 59.840000000000011 888.10000000000014 21.861000000000001 384.83520000000004 6.6572445000000009 6 364.96250000000003 8.7137500000000028 7 421.77600000000007 8 50.733000000000011 131.25500000000002 174.01000000000002 62.172000000000004 54.470000000000006 220.81250000000003 33.03775000000001 226.32900000000004 210.25500000000002 101.31180000000002 156.38750000000002 12.8808515 26.032500000000002 377.13375000000002 85.820000000000022 148.37805150000003 89.736750000000015 85.820000000000022 678.89998000000014 5.6990000000000007 19.648867500000005 78.99675000000002 54.470000000000006 137.85750000000004 111.55832500000001 413.70875000000007 255.31490000000005 483.06600000000009 83.980000000000004
decision_type=2 2 9 9 2 2 2 9 2 2 2 2 2 1 2 2 2 9 2 2 2 2 9 2 2 2 2 2 9 2 2 9 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
left_child=2 3 5 6 15 7 11 8 13 10 -10 20 17 22 16 26 34 24 -13 36 37 -20 -1 -11 45 49 -3 -28 29 41 -31 48 33 42 35 -7 46 -2 -15 -36 -35 62 -9 58 55 47 -8 -4 52 -18 -46 -47 -19 -22 -50 -30 -45 -57 -5 -60 61 -34 -14
right_child=1 4 12 43 -6 14 19 32 9 23 -12 18 28 38 -16 -17 25 31 21 -21 53 -23 -24 -25 -26 -27 27 -29 44 30 -32 -33 60 40 39 -37 -38 -39 -40 -41 -42 -43 -44 56 50 51 -48 -49 54 -51 -52 -53 -54 -55 -56 57 -58 -59 59 -61 -62 -63 -64
leaf_value=0.5358883505717964 0.67998806551271729 1.4458680149816698 -0.013744184129316788 0.28596992773474339 7.8066603669666108 0.44063062235896971 0.90237905581792188 0.2390026124533485 1.1158807869346776 0.56228793548921818 5.1373656630090307 0.59449873439470924 0.20628989864461469 0.10762265714303253 3.2869579248842986 4.7461920464666267 1.0969773532405045 -0.052510435145643158 2.1387685554557376 4.3149326973491249 1.997457775598044 4.4183374993697457 1.4707412091461387 2.1967324590682984 1.9095818436664085 3.3542661730448406 4.8538098883628846 1.9518437466621399 0.056572344443666295 2.9368683573989007 0.62158541393067157 -0.10412066387869234 1.5459034967422485 0.061587949454864371 2.3439792225911065 1.901694681530907 2.9889038090861364 1.3029495932218682 0.79760534608757094 0.66769832257871276 0.30641699876792383 1.5956098647117614 0.9661248656908672 0.60424561048808845 0.41013449013233183 0.079842628269829907 2.178404246296799 0.80385627420937145 0.10039305644333363 2.369394377708435 1.525115556716919 0.42221245479682529 0.74306210676829021 1.1835428175926208 0.7443173676331839 0.29511972778721857 1.4275864873992072 1.2378227443695069 0.45115287721157077 1.5229190254211427 1.5449184771946498 0.29845601416345857 0.77209278286695482
leaf_weight=461 474 31 15789 776 21 324 24 2550 49 271 28 30 302 954 23 38 66 28024 72 27 91 23 138 36 23 24 20 20 1547 29 28 41862 24 4518 26 21 46 131 91 27 692 20 60 57 98 2167 57 41 625 20 20 181 30 40 45 95 36 20 48 20 21 67 50
leaf_count=461 474 31 15789 776 21 324 24 2550 49 271 28 30 302 954 23 38 66 28024 72 27 91 23 138 36 23 24 20 20 1547 29 28 41862 24 4518 26 21 46 131 91 27 692 20 60 57 98 2167 57 41 625 20 20 181 30 40 45 95 36 20 48 20 21 67 50
internal_value=0 1.09533 -0.0226326 0.899201 4.04023 0.272368 1.36134 0.23319 0.527632 1.11976 2.57824 1.15628 -0.0566672 0.392535 1.01236 3.31459 0.909374 -0.0631112 2.18758 2.59623 0.981129 2.69066 0.771877 0.753949 0.00600247 1.82083 2.54838 3.40283 0.20208 0.536196 1.79954 -0.0809219 0.157046 0.148046 0.657465 0.529565 2.23083 0.814877 0.166118 1.49002 0.0939262 0.357033 0.254742 0.380002 0.11788 0.00359724 1.80032 -0.0116266 -0.0470878 1.39289 0.599114 0.106235 -0.0516597 1.74893 0.143642 0.0844225 0.922958 0.459068 0.324676 0.766378 0.799478 0.627453 0.28666
internal_weight=0 2082 101487 1952 130 10491 1015 9960 2028 384 77 861 90996 1644 531 109 508 88787 125 154 736 95 599 307 18201 110 71 40 2209 429 57 70586 7932 7820 398 345 127 605 1045 53 5210 372 2610 937 1780 18178 81 15830 28724 86 118 2348 28054 131 670 1662 93 115 844 68 112 91 352
internal_count=103569 2082 101487 1952 130 10491 1015 9960 2028 384 77 861 90996 1644 531 109 508 88787 125 154 736 95 599 307 18201 110 71 40 2209 429 57 70586 7932 7820 398 345 127 605 1045 53 5210 372 2610 937 1780 18178 81 15830 28724 86 118 2348 28054 131 670 1662 93 115 844 68 112 91 352
cat_boundaries=0 5 11 16 17 23 24 30 36 37
cat_threshold=1074823168 536920064 4640 171081986 32 1097732 16896 544 33554432 0 4096 32768 536870912 4096 131072 32 1091 335545984 131586 524762 67186720 1150033942 1056 32768 16384 640 8 0 8272 4096 547700740 2428502192 287375360 268435456 268452928 12552 27
is_linear=0
shrinkage=0.01


Tree=9
num_leaves=64
num_cat=16
split_feature=25 1 4 6 16 25 3 3 25 3 5 24 5 4 6 9 26 5 5 15 9 3 25 24 4 3 1 7 1 9 24 18 7 5 6 5 3 1 25 4 4 3 25 7 25 7 1 25 19 25 24 4 5 24 11 24 3 4 26 5 5 16 25
split_gain=2.08341e+07 1.30904e+07 5.96987e+06 4.87852e+06 6.4587e+06 2.82e+06 1.88819e+06 1.37663e+06 1.31481e+06 1.30043e+06 1.56767e+06 1.3627e+06 1.27659e+06 1.10343e+06 1.07658e+06 941783 881194 807766 805471 762241 758270 691484 680220 625942 603832 746095 591047 535612 523049 537002 515789 432179 417247 379951 378951 440276 377130 346874 340890 334770 331933 303281 291630 439498 235319 225037 183758 169609 168304 163555 153173 145095 144574 134633 133090 121732 128580 83310.8 81317 75670 72884 72818.1 70558.2
threshold=0 165.05000000000004 303.67750000000007 448.18200000000007 247.80448000000004 1 78.36075000000001 472.9221300000001 2 68.774000000000015 448.18200000000007 3 392.81250000000006 4.402000000000001 79.689000000000007 523.54700000000014 2022.5000000000002 897.08550000000014 263.89280000000008 124.33250000000002 166.71600000000004 53.105500000000006 4 5 393.90000000000003 514.39811750000013 52.874750000000006 134.23250000000004 91.273700000000005 145.75200000000004 6 368.06200000000007 371.89150000000006 64.594250000000002 276.51600000000002 8.0802500000000013 252.32950000000002 62.172000000000004 7 169.65250000000003 133.78600000000003 439.62900000000008 8 89.186000000000021 9 108.77100000000002 218.24100000000001 10 437.98500000000007 11 12 156.17100000000002 26.138750000000005 13 98.892500000000013 14 108.75750000000001 15.311000000000002 2022.5000000000002 120.13000000000001 52.657000000000004 7.7549450000000011 15
decision_type=9 2 2 2 2 9 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 9 2 9 2 2 9 2 9 1 2 2 1 2 1 2 2 2 2 2 2 9
left_child=1 3 7 5 13 9 8 15 28 11 27 16 26 58 20 23 -1 30 40 24 21 -4 37 47 -16 -26 38 -11 31 49 36 44 -25 -32 35 -9 -7 48 45 -13 -15 55 43 -39 53 54 -31 -3 51 50 -30 -10 -46 -2 -8 -28 -57 -40 -5 -59 -60 -51 -24
right_child=6 2 14 4 -6 17 12 34 22 10 -12 39 -14 18 19 -17 -18 -19 -20 -21 -22 -23 62 32 25 -27 41 -29 29 46 33 -33 -34 -35 -36 -37 -38 42 57 -41 -42 -43 -44 -45 52 -47 -48 -49 -50 61 -52 -53 -54 -55 -56 56 -58 59 60 -61 -62 -63 -64
leaf_value=1.1843688434607362 0.21397572078414262 0.72677477812311453 0.2599961280822754 1.0845312771430382 7.233806263923646 0.23341348566545483 0.24103804116332636 2.8335915211268832 -0.050669179429235149 0.77240140990669504 3.5224595029537493 0.22111621728187886 2.3366079470206951 0.4672905008196831 4.5751001774181024 2.6190045393214509 0.44522429312801692 2.0472102596448813 3.6949309970935182 4.9840836685895917 3.7743870789664133 2.4908227283304387 -0.075843687883365249 1.0905259293330292 1.7668069628122691 4.0922774991122157 0.21293776182015595 1.8874866765279037 0.68059554735819505 0.64360193955898282 0.053772685935327108 1.4757796158790588 2.415841521549225 0.36653393586658506 3.6014178462028501 0.98781318783760075 0.78932687430066018 0.3236223781665909 -0.0094375094452586322 0.86282893039963471 2.1540440573011126 1.6572062576293944 0.043536139442381938 1.8396107968829927 -0.028720630813285779 0.90885736398398875 1.9414645819862686 0.19368018275982624 0.65536689639091494 -0.0056697469478620291 0.2051005468195875 0.18261545525385989 0.11149965595060093 0.042137685290144909 1.0553740210760207 0.28628852007013783 0.85957837250870728 0.14711956566911144 0.26430177509784697 0.78807692913711069 0.94880167915707547 0.55673201103210457 -0.11049510533824472
leaf_weight=365 490 147 24 26 20 3876 453 28 30048 251 26 1067 29 20 22 34 289 23 24 32 21 33 7445 477 37 22 129 52 101 20 3494 20 25 437 20 24 126 214 832 88 28 25 791 21 11615 64 24 138 34 291 261 269 785 5459 21 54 142 233 60 20 21 25 32277
leaf_count=365 490 147 24 26 20 3876 453 28 30048 251 26 1067 29 20 22 34 289 23 24 32 21 33 7445 477 37 22 129 52 101 20 3494 20 25 437 20 24 126 214 832 88 28 25 791 21 11615 64 24 138 34 291 261 269 785 5459 21 54 142 233 60 20 21 25 32277
internal_value=0 0.403394 1.449 0.293669 1.84419 0.263101 -0.0499939 1.10579 -0.056742 0.58493 1.16598 0.48249 0.253755 1.242 3.05363 0.989514 0.844826 0.17566 2.19913 3.67739 2.14999 1.55153 -0.0765207 0.919117 3.16116 2.63393 0.223141 0.963769 0.0169497 0.280975 0.170455 0.00658128 1.13394 0.0883169 2.43162 1.98169 0.250291 -0.0416842 0.142765 0.267691 1.45123 0.595852 0.139142 0.440355 0.00497989 0.345839 1.35153 0.48396 -0.0478107 0.2115 0.352496 -0.0485993 -0.0198278 0.0566268 0.277116 0.514209 0.667571 0.0385282 0.597951 0.197788 0.441765 0.0376331 -0.104021
internal_weight=0 11377 1084 10293 199 10094 92192 893 90190 2138 329 1809 2002 179 191 821 654 7956 72 113 78 57 71099 787 81 59 1973 303 19091 722 7933 18369 502 3931 72 52 4002 31377 1623 1155 48 350 1026 235 18349 538 44 285 30351 678 362 30317 12400 5949 474 325 196 1085 107 253 81 316 39722
internal_count=103569 11377 1084 10293 199 10094 92192 893 90190 2138 329 1809 2002 179 191 821 654 7956 72 113 78 57 71099 787 81 59 1973 303 19091 722 7933 18369 502 3931 72 52 4002 31377 1623 1155 48 350 1026 235 18349 538 44 285 30351 678 362 30317 12400 5949 474 325 196 1085 107 253 81 316 39722
cat_boundaries=0 5 10 16 17 23 24 25 31 37 42 46 51 52 53 54 60
cat_threshold=1074823168 536887296 4640 171081730 32 32768 536870912 4096 131072 32 268453504 4358786 346 67182880 1150034004 1056 75 614793220 2424307760 296288384 268440064 2415936514 12552 3714 571 16384 131616 268501064 0 8196 4352 2097152 16 65536 0 268435456 4096 512 163970 256 8480 1074274320 1081344 0 0 33554432 1024 512 64 0 8396868 84 1024 2436 37750784 33816580 134250500 2155874304 16777344 16
is_linear=0
shrinkage=0.01


Tree=10
num_leaves=64
num_cat=14
split_feature=0 2 25 0 25 2 6 6 4 25 25 24 2 2 5 4 12 3 0 8 25 8 26 0 7 2 6 6 5 24 25 0 7 3 7 2 0 4 3 0 13 0 25 2 4 24 3 5 8 4 25 0 24 0 8 26 3 2 24 0 0 26 25
split_gain=2.37908e+07 1.2082e+07 9.32162e+06 4.27958e+06 3.57247e+06 3.18221e+06 2.67889e+06 2.17644e+06 2.13506e+06 2.00782e+06 1.20941e+06 1.32304e+06 4.50997e+06 1.17566e+06 1.09158e+06 988715 934461 874772 876664 772055 777250 764163 733441 753493 714529 689178 732356 679934 773760 650163 620534 466845 410192 483253 386394 378462 369109 378928 368697 365575 344941 309354 297188 296834 288002 272525 256724 268495 261187 235794 228608 255594 224252 206540 201995 190657 170939 165849 133511 111060 108262 162061 86906.5
threshold=156.75900000000004 352.68673250000012 0 748.92250000000013 1 36.122500000000009 303.53610000000003 194.48100000000002 184.12550000000002 2 3 4 62.336000000000006 117.51455000000003 120.13000000000001 326.59750000000003 375.28000000000003 1077.3535000000002 14.103000000000002 901.21050000000014 5 225.65850000000003 2022.5000000000002 438.42500000000007 64.584250000000011 1070.9310000000003 200.23362600000004 235.90250000000003 359.92750000000007 6 7 384.83520000000004 361.43000000000006 20.978000000000005 104.10250000000001 315.17050000000006 30.063000000000006 95.658810000000017 514.39811750000013 63.922000000000004 278.25000000000006 413.70875000000007 8 284.91500000000008 81.524400000000014 9 205.81150000000002 96.745000000000019 678.89998000000014 52.298000000000009 10 316.39255000000009 11 63.922000000000004 10.739375000000001 2022.5000000000002 89.291250000000005 72.196250000000006 12 252.70150000000004 228.21400000000003 2022.5000000000002 13
decision_type=2 2 9 2 9 2 2 2 2 9 9 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 9 2 1 2 2 2 2 2 1 2 2 2 9
left_child=2 4 5 27 7 19 10 16 41 13 11 12 -7 17 35 -13 22 18 44 20 29 -10 23 -2 -16 26 52 31 -29 42 36 49 53 -34 -20 -8 46 57 45 -31 -24 59 -1 -28 -4 -12 48 -48 -11 -3 51 -6 -15 -22 -39 -33 -53 -38 60 -9 -52 -62 -32
right_child=1 3 9 -5 50 6 14 8 21 30 38 15 -14 25 24 -17 -18 -19 34 -21 32 -23 40 -25 -26 -27 43 28 -30 39 62 55 33 -35 -36 -37 37 54 -40 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 -51 58 56 -54 -55 -56 -57 -58 -59 -60 -61 61 -63 -64
leaf_value=0.44180427464511662 0.95534322104549174 1.1579527438559185 -0.014975810420090082 6.2594594212067429 0.25886235436945582 5.9298325792312623 0.64894017116228742 1.1654556481540204 2.4212792545557025 -0.052835199193547011 0.76666926135276925 0.47332943213035872 1.1107271952464663 0.59705540153401848 4.7414753308503528 2.5634370372772217 2.6702242632675914 2.1097166897058486 0.15285797622337316 1.7273748526853674 0.11869071535304804 4.5186495090785783 0.51999366132369462 1.8167040330522202 2.2749281740188598 2.1024366943041484 0.91681758696033111 5.0912179069519041 2.6380291259288788 0.18272022090484258 -0.077533905371049511 3.4775761373837786 0.4133156235768245 2.1908784418106082 0.7084199039535668 2.4248472037315372 0.046414483894221925 0.44910510617859511 1.6402222591096705 0.98846247903371265 1.6026700180768967 2.1095205875396728 0.86778083478320722 2.4794112858772279 0.2093460505997822 0.21104255418535431 0.17521079344755155 1.3613873363676527 1.0371923689408735 2.3484265257631027 0.93570935052983906 0.60219030401010198 0.15787552908189753 0.50471836996245212 1.5688721928497156 2.2778117807094866 1.3760094738006592 0.46758000167879732 0.033749738617327919 0.27590370368957517 0.90153998298645022 -0.094982462740959006 -0.11030369987277575
leaf_weight=710 401 41 18124 39 261 25 30 32 32 27621 106 239 87 159 23 25 32 20 2822 34 4506 38 366 136 24 24 31 20 36 1235 11425 27 65 20 131 20 1259 49 22 59 32 25 265 20 591 509 209 21 22 28 34 178 460 143 24 26 34 101 343 25 25 47 30053
leaf_count=710 401 41 18124 39 261 25 30 32 32 27621 106 239 87 159 23 25 32 20 2822 34 4506 38 366 136 24 24 31 20 36 1235 11425 27 65 20 131 20 1259 49 22 59 32 25 265 20 591 509 209 21 22 28 34 178 460 143 24 26 34 101 343 25 25 47 30053
internal_value=0 1.01591 -0.0219227 3.25927 0.7774 0.302242 0.800232 1.15441 2.2771 -0.0502966 0.648214 1.0935 2.00721 0.0322542 2.38781 0.646758 0.989881 0.019304 0.0173745 0.224119 0.216821 3.55985 0.932372 1.17349 3.48196 0.437424 0.377781 2.60193 3.51417 0.368898 -0.0764002 2.18319 0.14285 0.831566 0.177504 1.3593 -0.0411384 0.115367 0.362519 0.217775 0.607043 1.18208 0.565217 1.5296 -0.00789196 0.322707 -0.0491994 0.283514 -0.0519677 1.64104 0.304012 0.458669 0.282882 0.130565 0.817248 2.88901 0.726293 0.0776922 0.134645 0.775301 0.430073 0.251032 -0.101298
internal_weight=0 2258 101313 217 2041 8147 1110 1119 152 93166 1013 376 112 22382 97 264 967 21688 21668 7037 7003 70 935 537 47 694 670 178 56 2269 70784 122 4734 85 2953 50 29306 1433 637 1294 398 82 975 51 18715 615 27873 230 27643 69 922 473 619 4649 73 53 212 1360 449 57 106 72 41478
internal_count=103571 2258 101313 217 2041 8147 1110 1119 152 93166 1013 376 112 22382 97 264 967 21688 21668 7037 7003 70 935 537 47 694 670 178 56 2269 70784 122 4734 85 2953 50 29306 1433 637 1294 398 82 975 51 18715 615 27873 230 27643 69 922 473 619 4649 73 53 212 1360 449 57 106 72 41478
cat_boundaries=0 5 11 17 18 19 24 25 31 35 36 42 43 44 50
cat_threshold=1074823168 536887296 4608 35815690 48 11567108 16896 544 33554432 68 4096 67127168 164514 524778 135340032 1678516228 1056 32768 1052 1073774592 536870912 4096 2228224 32 1099 816119812 2428502016 295763988 268440064 2424308930 12552 32768 0 0 2097152 515 67126784 537002000 268501064 32768 8192 8448 769 2080 2185758728 33824796 134250496 2227178496 16861192 145
is_linear=0
shrinkage=0.01


Tree=11
num_leaves=64
num_cat=12
split_feature=0 2 25 0 25 2 1 25 9 9 1 25 2 2 3 2 3 0 1 8 5 1 10 2 25 24 25 1 8 7 0 3 26 11 11 7 0 8 1 13 1 11 10 5 1 3 5 8 24 0 24 0 25 0 7 26 3 3 24 11 25 0 26
split_gain=2.33173e+07 1.18415e+07 9.13756e+06 4.19442e+06 3.57785e+06 3.11964e+06 1.98626e+06 1.96799e+06 1.83708e+06 1.80657e+06 1.61914e+06 1.5397e+06 1.60967e+06 2.78381e+06 1.23374e+06 1.15287e+06 857364 859219 836780 787578 775533 770937 1.20779e+06 675374 629026 663228 608195 551434 522514 493109 450221 437827 434063 411084 394277 378704 361763 346819 321299 341188 308745 301021 266645 258219 252144 251615 263152 255990 224985 214018 278011 205930 182793 212189 179209 176574 168782 155043 112444 102157 85175.4 72229.3 177671
threshold=156.75900000000004 352.68673250000012 0 748.92250000000013 1 36.122500000000009 413.70875000000007 2 553.21400000000006 39.725000000000009 159.97720000000004 3 62.336000000000006 53.632429500000008 272.24748000000005 117.51455000000003 1077.3535000000002 14.103000000000002 262.64538500000009 239.43773250000004 234.22 226.32900000000004 65.83250000000001 1070.9310000000003 4 5 6 756.19086000000004 678.89998000000014 264.10000000000008 438.42500000000007 272.24748000000005 2022.5000000000002 176.37682000000004 24.228750000000005 104.10250000000001 30.063000000000006 259.21600000000007 242.38250000000002 115.43250000000002 169.65250000000003 76.951000000000008 901.21050000000014 220.56900000000005 596.10500000000013 205.81150000000002 96.745000000000019 678.89998000000014 7 74.41500000000002 8 38.102750000000007 9 316.39255000000009 73.591000000000022 2022.5000000000002 365.67550000000006 26.686800000000002 10 0.6795000000000001 11 507.82280000000009 2022.5000000000002
decision_type=2 2 9 2 9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 9 2 2 2 2 2 1 2 9 2 2
left_child=2 4 5 10 8 21 11 15 14 44 54 12 13 -7 18 16 17 42 30 -20 -10 24 49 29 25 56 36 38 55 48 -2 -14 40 -34 37 -19 45 -13 -12 -40 -16 -36 -4 57 -8 47 -47 -9 -17 50 -23 -27 53 -6 -3 -26 -1 -38 61 -55 -28 -54 -63
right_child=1 3 7 -5 52 6 9 26 20 -11 27 34 31 -15 32 23 -18 35 19 -21 -22 22 -24 -25 28 51 60 -29 -30 -31 -32 -33 33 -35 41 -37 43 -39 39 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 -53 58 59 -56 -57 -58 -59 -60 -61 -62 62 -64
leaf_value=0.495007392806316 0.71249169764100417 0.96833847045898436 -0.0090476345751555626 6.196864853883401 0.25158221835014866 1.4232254542232448 0.60295720512216744 -0.052306846123279634 1.7761710871820864 4.952638949871063 4.0982551590800282 0.21520651258221279 0.70276559658692439 5.6745759153366091 3.3865290549596154 0.64524106011521531 2.0886195611953737 0.15132939644260854 1.3456475728076438 3.4107750675894999 4.3458538403517259 0.058434058680678858 2.7019474049976897 2.0814124910036722 0.18802058593392557 0.11779331211162651 -0.076759245510763241 4.805638198852539 1.6049631631374359 1.7242923643038826 1.2797430764624242 1.7920765343932217 0.90503028131112817 2.62554900487264 2.0659402082264426 0.70133571828139651 0.053067521405386016 1.4202883768081664 3.1461069410674423 1.6907999342679978 1.8268696771968496 0.67261080175206278 1.1462224874496461 1.214937656152816 2.0124220749537152 0.17345869041801071 1.3477734974452429 1.0268204606663098 0.20001331574559214 1.5099348411560058 0.75207279447466135 0.66862310801466851 0.24442573513465041 0.82088380455191612 2.1060053081512451 0.063619710588986272 1.2812778220857894 0.34307789690587498 0.023664534071675774 0.13139353904724121 -0.10920102830805181 1.3407636347683993 0.13012876934475368
leaf_weight=1094 654 45 18695 39 204 67 22 27621 23 20 20 534 260 20 30 154 20 2822 115 22 24 122 28 24 2273 966 11425 20 24 26 178 43 41 21 20 131 1194 25 49 24 22 69 20 21 30 209 21 22 490 20 118 73 196 153 20 2291 28 218 284 25 30053 22 27
leaf_count=1094 654 45 18695 39 204 67 22 27621 23 20 20 534 260 20 30 154 20 2822 115 22 24 122 28 24 2273 966 11425 20 24 26 178 43 41 21 20 131 1194 25 49 24 22 69 20 21 30 209 21 22 490 20 118 73 196 153 20 2291 28 218 284 25 30053 22 27
internal_value=0 1.00576 -0.0217006 3.22668 0.769628 0.299247 0.792318 -0.049793 1.14275 2.39848 2.57591 0.680908 1.17156 2.40055 1.06886 0.031935 0.0191109 0.0172007 0.953096 1.67727 3.08835 0.221897 0.728583 0.433158 0.200275 0.340862 -0.0756364 3.29926 0.133024 0.374116 0.833851 0.857354 2.05289 1.48779 0.36194 0.175729 -0.040727 0.269101 2.97531 2.66765 2.72667 0.985719 -0.00781304 0.114213 1.41611 -0.0487074 0.280679 -0.051448 0.319606 0.516067 0.433244 0.155003 0.291073 0.459701 1.31839 0.125575 0.510083 0.0978425 0.163034 0.724045 -0.100286 0.317324 0.673679
internal_weight=0 2258 101313 217 2041 8147 1110 93166 1130 72 178 1038 390 87 1083 22382 21688 21668 969 137 47 7037 288 694 6749 2161 70784 113 4588 670 832 303 114 62 648 2953 29306 559 93 73 52 89 18715 1433 52 27873 230 27643 644 260 240 1039 911 382 65 4564 1122 1412 529 178 41478 245 49
internal_count=103571 2258 101313 217 2041 8147 1110 93166 1130 72 178 1038 390 87 1083 22382 21688 21668 969 137 47 7037 288 694 6749 2161 70784 113 4588 670 832 303 114 62 648 2953 29306 559 93 73 52 89 18715 1433 52 27873 230 27643 644 260 240 1039 911 382 65 4564 1122 1412 529 178 41478 245 49
cat_boundaries=0 5 11 17 18 23 24 30 31 32 38 39 45
cat_threshold=1074823168 536887296 4608 35815690 48 11567108 16896 268436000 33554432 68 4096 67127168 164514 524778 135340032 1678516228 1056 32768 1073774592 536870912 4096 2228224 32 1611 816119812 2428502016 295763988 268440064 2424308930 12552 577 2756 67109376 537002000 65600 32768 8192 8448 2912 2185758728 33824796 134250496 2227178496 16861192 145
is_linear=0
shrinkage=0.01


Tree=12
num_leaves=64
num_cat=12
split_feature=0 2 25 0 25 2 6 6 1 25 25 24 2 5 2 1 8 1 25 1 5 0 3 24 13 1 6 1 0 0 25 1 0 3 1 6 1 13 0 7 10 25 1 2 24 0 8 10 3 25 0 7 6 8 13 13 0 2 24 0 26 7 11
split_gain=2.28533e+07 1.16059e+07 8.96598e+06 4.11095e+06 3.50663e+06 2.84539e+06 2.69613e+06 2.06287e+06 1.58692e+06 1.51756e+06 1.51104e+06 1.30509e+06 4.38996e+06 1.3027e+06 1.18561e+06 1.14128e+06 1.02817e+06 1.00525e+06 1.00153e+06 968183 791192 630674 630360 627242 543289 540461 505266 501482 489276 481151 478694 451665 419937 407899 372034 316488 314905 334398 308159 302430 300323 293262 283580 283316 265523 255418 254584 230169 225045 198299 200805 175643 157847 137860 112946 99454.6 148202 118384 99266 98268 163052 75874.2 75687.4
threshold=156.75900000000004 352.68673250000012 0 748.92250000000013 1 35.150000000000013 303.53610000000003 194.48100000000002 159.97720000000004 2 3 4 62.336000000000006 302.32450000000006 1070.9310000000003 315.7462000000001 901.21050000000014 438.42500000000007 5 41.632000000000012 552.55750000000012 8.0935000000000006 764.58775000000003 6 35.476500000000009 756.19086000000004 173.40750000000003 35.548000000000009 438.42500000000007 12.613100000000001 7 48.024000000000008 468.98000000000008 119.66617500000002 54.470000000000006 65.306500000000014 242.38250000000002 115.43250000000002 354.51980000000003 361.43000000000006 88.107500000000016 8 205.14500000000004 130.34875000000002 9 29.590250000000001 678.89998000000014 426.12125000000009 414.53600000000012 10 316.39255000000009 73.591000000000022 606.07650000000001 117.70800000000001 1.2610000000000003 66.547500000000028 82.76560000000002 78.338250000000002 11 219.99000000000004 2022.5000000000002 91.344500000000025 0.6795000000000001
decision_type=2 2 9 2 9 2 2 2 2 9 9 1 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=2 4 5 8 7 16 9 17 51 11 14 12 -7 24 19 21 18 28 23 29 -15 52 39 41 40 36 -13 48 42 43 45 -29 -30 35 -25 -21 -10 -38 -19 -20 -9 -1 -2 -4 -31 46 47 -12 -11 50 61 -3 -8 -35 62 57 -57 -47 59 -51 -61 -6 -52
right_child=1 3 10 -5 49 6 15 13 25 27 30 26 -14 20 -16 -17 -18 38 22 33 -22 -23 -24 34 -26 -27 -28 31 32 44 -32 -33 -34 53 -36 -37 37 -39 -40 -41 -42 -43 -44 -45 -46 55 -48 -49 -50 58 54 -53 -54 -55 -56 56 -58 -59 -60 60 -62 -63 -64
leaf_value=0.43211098363465 0.68542474268242326 0.95865509711371533 -0.028041660725374944 6.1348961482903892 0.20588724410585069 5.8443981238365179 0.67467528540837141 0.86439491902628252 4.0572725847661495 0.14293526792774228 -0.057035161931473857 0.51357493772793616 1.0898446030452333 4.6108099417850887 2.3877788825262161 4.3193750449046489 1.826753775571522 1.4350518502415839 0.10773854691122131 0.14470809872184956 2.0959392018751668 2.784759881081003 1.893354027748108 0.15275130752457744 3.0463196458816526 4.7575817441940309 2.035064094463984 1.8772349626677376 2.5862706924521404 0.45426194016093563 -0.10268723955740512 0.54051952966865013 1.1503976124859927 0.59883534624796964 0.67788477305493333 0.6126893959652564 3.1146459166857658 1.6738919456799826 2.7171628078661469 0.65352938638150104 2.2736521313190461 0.85442458528713749 1.3361222822030385 0.26564938795468407 0.089479286661662757 0.044529634788341592 1.0729327888488771 0.59649017095565793 1.2193488702774047 0.8978321053904873 0.67039430624749285 2.0849452454894783 1.7722289180755615 1.3903159858120813 1.3912305755615233 0.052106261200138504 1.1634188510406585 0.43486130512353172 0.044970766976057147 0.88788764343261717 -0.10120742626190186 0.8477088031768798 0.019216876983642578
leaf_weight=709 626 45 19822 39 233 25 38 62 20 673 26849 241 87 29 21 20 38 37 7088 1411 22 33 20 1141 20 20 24 28 23 210 37533 260 178 119 153 161 49 24 38 103 20 265 75 334 2417 1217 20 54 20 31 166 20 20 27 20 28 21 83 346 25 50 20 20
leaf_count=709 626 45 19822 39 233 25 38 62 20 673 26849 241 87 29 21 20 38 37 7088 1411 22 33 20 1141 20 20 24 28 23 210 37533 260 178 119 153 161 49 24 38 103 20 265 75 334 2417 1217 20 54 20 31 166 20 20 27 20 28 21 83 346 25 50 20 20
internal_value=0 0.995701 -0.0214822 3.19441 0.761933 0.248135 0.657989 1.13132 2.55015 0.535508 -0.0542958 1.06858 1.97481 2.22102 0.0127082 2.15646 0.185133 0.972251 0.178552 0.0106777 3.52596 1.68109 0.12032 0.361572 1.56855 3.26627 0.627684 0.316529 0.879756 -0.00658434 -0.0792628 0.670478 1.3147 0.239596 0.213194 0.192637 2.94555 2.64097 2.08465 0.115556 1.20812 0.554527 0.755043 -0.023175 0.120709 -0.0481398 -0.054885 -0.0557234 0.174001 0.288165 0.435864 1.30521 1.05314 0.745205 0.677157 0.0861207 0.528383 0.0694508 0.13199 0.387669 0.228491 0.256624 0.600375
internal_weight=0 2258 101313 217 2041 10986 1469 1130 178 1358 90327 377 112 153 24522 111 9517 977 9479 24501 51 91 7211 2268 102 113 265 981 902 22783 65805 288 201 1718 1294 1572 93 73 75 7191 82 974 701 20156 2627 28272 26923 26903 693 911 459 65 58 146 206 1349 49 1300 452 106 75 253 186
internal_count=103571 2258 101313 217 2041 10986 1469 1130 178 1358 90327 377 112 153 24522 111 9517 977 9479 24501 51 91 7211 2268 102 113 265 981 902 22783 65805 288 201 1718 1294 1572 93 73 75 7191 82 974 701 20156 2627 28272 26923 26903 693 911 459 65 58 146 206 1349 49 1300 452 106 75 253 186
cat_boundaries=0 6 12 13 19 20 25 26 32 36 37 43 44
cat_threshold=1074823168 536920064 4640 171081994 786480 32 11567108 16896 268436000 33554432 68 4096 32768 335562624 131746 524746 77824 1954554948 5120 1052 1073774592 536870912 4096 2228224 32 1099 581238788 2428502032 295763988 335545856 2147483778 8457 32768 0 0 2097152 1024 67110400 537002000 65608 32768 8208 8448 2080
is_linear=0
shrinkage=0.01


Tree=13
num_leaves=64
num_cat=13
split_feature=0 2 25 0 25 25 2 6 4 24 2 4 3 6 9 2 12 24 8 14 25 6 3 26 3 2 3 0 0 8 0 3 7 25 3 24 25 0 26 2 24 0 6 8 4 25 0 15 0 25 0 0 6 3 12 10 3 4 9 24 11 4 0
split_gain=2.23985e+07 1.13749e+07 8.79386e+06 4.02914e+06 3.43681e+06 3.19001e+06 2.55283e+06 2.02182e+06 2.09833e+06 1.94865e+06 6.1497e+06 1.98965e+06 1.7135e+06 2.24848e+06 1.17346e+06 981156 903166 744148 739455 720837 686991 656705 749260 650236 729935 602101 485185 454991 454952 457845 423027 413603 397456 377425 377080 359312 351754 308560 304001 296905 289705 612578 269186 239690 225959 222375 187384 176601 181822 176013 204278 175718 165574 137043 278182 145646 122202 119313 112936 109064 99030.6 127720 98097.3
threshold=156.75900000000004 352.68673250000012 0 748.92250000000013 1 2 36.122500000000009 194.48100000000002 184.12550000000002 3 62.336000000000006 326.59750000000003 117.54253850000002 543.52500000000009 157.57500000000002 66.795000000000016 375.28000000000003 4 225.65850000000003 301.73250000000007 5 235.90250000000003 384.83520000000004 2022.5000000000002 242.38250000000002 1070.9310000000003 123.21700000000001 384.83520000000004 66.285000000000011 1117.4100000000001 20.028000000000002 156.38750000000002 138.14056700000003 6 123.21700000000001 7 8 413.70875000000007 2022.5000000000002 284.91500000000008 9 29.239750000000004 200.23362600000004 617.48075000000006 52.298000000000009 10 538.27200000000016 72.880200000000002 38.102750000000007 11 316.39255000000009 29.590250000000001 173.40750000000003 73.777500000000018 49.769000000000013 619.25400000000013 40.392500000000005 23.846000000000004 4.4150000000000009 12 0.6795000000000001 8.8950000000000014 252.70150000000004
decision_type=2 2 9 2 9 9 2 2 2 1 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 9 2 2 2 1 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=2 4 5 21 7 6 17 16 37 10 -8 52 28 19 -12 20 23 26 -10 34 30 27 -23 24 -2 31 38 44 29 35 53 42 -30 43 -14 -7 -25 62 -1 -33 41 -32 45 51 -3 -17 -29 48 -19 50 -6 -22 -11 55 -55 -4 -42 -44 -49 -51 61 -52 -9
right_child=1 3 15 -5 49 12 9 8 18 11 14 -13 13 -15 -16 25 -18 47 -20 -21 33 22 -24 36 -26 -27 -28 46 32 -31 40 39 -34 -35 -36 -37 -38 -39 -40 -41 56 -43 57 -45 -46 -47 -48 58 -50 59 60 -53 -54 54 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.74737637721216088 1.0186434348069631 1.1049972678393853 -0.03273805064661927 6.0735471615424528 0.24653559082279017 0.19357502649572644 6.7171487665176395 1.0809859753377509 2.3540033006668093 0.40269962921305813 0.65042226632436118 2.9695408759246003 1.6348405755483189 3.5542455162048339 3.4014144992828368 0.19654234512348756 2.6147845147550108 0.0820644254995581 4.4171884693597496 2.3773545455932616 -0.059832651545874464 2.1331184642791747 4.4599202832868023 0.06109625142196129 2.3104474838823079 1.5213450279831886 1.6613900877154151 3.3108380683775871 0.33706138520692591 1.5450117739764127 1.7880726372777964 0.38959578495025632 1.5225879427393278 -0.10233245667609747 0.40810524475125953 0.068235807119532574 0.76797829677338725 2.0520321288824084 0.31203886007917098 1.4486718204286364 0.061599653967746422 0.2482450015404645 0.35920379858464002 0.9668794113656749 2.2703802166666303 -0.030014090468180647 2.1041024693575774 0.39389879180163873 0.58319507604763832 0.31159294149075073 0.67776531636714932 0.060688159913177463 1.0830858160200574 0.073791665384623367 1.0245008665142639 0.82111752939224247 0.34074601874003813 1.2712069834195652 1.3104879035949708 0.02245378811191134 0.12659459953308105 1.4592125427246094 0.25053202667236329
leaf_weight=383 493 41 17374 39 204 3101 27 33 32 241 69 37 26 25 20 799 32 682 38 20 26769 25 31 106 48 32 43 31 493 22 33 100 30 36677 691 8815 298 25 276 36 1218 119 32 23 28 933 22 41 81 245 128 1267 42 457 33 20 180 26 20 284 25 25 25
leaf_count=383 493 41 17374 39 204 3101 27 33 32 241 69 37 26 25 20 799 32 682 38 20 26769 25 31 106 48 32 43 31 493 22 33 100 30 36677 691 8815 298 25 276 36 1218 119 32 23 28 933 22 41 81 245 128 1267 42 457 33 20 180 26 20 284 25 25 25
internal_value=0 0.985746 -0.0212657 3.16247 0.754316 0.20054 0.576094 1.12001 2.19881 1.25386 2.33548 0.764889 0.144422 0.604869 1.26862 -0.0603878 0.962528 0.386221 3.47402 0.504822 -0.0655427 2.52465 3.42117 0.906579 1.13326 0.160899 0.623325 2.11313 0.116382 0.103735 -0.013368 0.138296 0.405065 -0.0811911 0.452589 0.101074 0.603031 1.12333 0.56505 0.669939 0.145103 0.54659 0.0979024 -0.0535299 1.57791 0.0754616 2.80993 0.17454 0.135264 0.285288 0.450746 -0.0543861 0.503676 -0.0271101 0.137819 -0.0317563 0.0968485 0.768033 0.69442 0.159662 0.710108 0.805453 0.723032
internal_weight=0 2258 101313 217 2041 15185 1962 1130 153 436 116 320 13223 762 89 86128 977 1526 70 737 84170 178 56 945 541 1958 702 122 12461 11938 19434 1926 523 64736 717 11916 404 83 659 136 1550 152 1790 28059 69 1732 53 824 763 911 382 28036 283 17884 490 17394 1398 58 61 529 178 153 58
internal_count=103571 2258 101313 217 2041 15185 1962 1130 153 436 116 320 13223 762 89 86128 977 1526 70 737 84170 178 56 945 541 1958 702 122 12461 11938 19434 1926 523 64736 717 11916 404 83 659 136 1550 152 1790 28059 69 1732 53 824 763 911 382 28036 283 17884 490 17394 1398 58 61 529 178 153 58
cat_boundaries=0 6 12 17 18 19 25 31 32 36 37 43 49 50
cat_threshold=1074823680 536920064 4648 171081994 794672 32 11567108 16896 268436000 33554432 68 4096 32768 0 0 131072 32 1038 1095 335562112 2147615266 524754 77824 1954546758 5128 585433092 281018512 429981700 343933952 2164277376 8465 19 0 512 512 33554432 1024 33883264 131632 278986816 0 4 4096 67109376 537002000 65600 32768 8192 8448 2912
is_linear=0
shrinkage=0.01


Tree=14
num_leaves=64
num_cat=12
split_feature=0 2 25 0 25 2 4 1 25 9 8 1 25 2 2 4 2 1 5 0 1 10 2 0 0 25 25 1 8 7 4 13 7 5 2 8 4 1 13 0 25 1 8 26 0 1 2 25 25 0 4 26 7 1 15 25 4 25 12 13 1 25 4
split_gain=2.19551e+07 1.1148e+07 8.63369e+06 3.94896e+06 3.36871e+06 2.95158e+06 1.95196e+06 1.91866e+06 1.84974e+06 1.75238e+06 1.68523e+06 1.54577e+06 1.44159e+06 1.51755e+06 2.7274e+06 1.47027e+06 1.09879e+06 1.04269e+06 853757 801324 748478 1.1762e+06 641727 618730 800662 593826 573492 529296 500257 480557 388616 617691 379313 353678 424979 346254 319512 306467 329919 268719 262806 244476 229388 221231 207870 206750 203300 194254 191243 192880 175188 173591 170916 155333 159586 150915 143942 141621 135273 111068 108648 82222.5 76780.9
threshold=156.75900000000004 352.68673250000012 0 748.92250000000013 1 36.122500000000009 184.12550000000002 413.70875000000007 2 39.725000000000009 225.65850000000003 159.97720000000004 3 62.336000000000006 53.632429500000008 246.73750000000004 117.51455000000003 756.19086000000004 370.38000000000005 14.103000000000002 226.32900000000004 65.83250000000001 1070.9310000000003 438.42500000000007 468.98000000000008 4 5 756.19086000000004 678.89998000000014 264.10000000000008 79.530000000000015 166.33925000000002 104.10250000000001 174.76450000000003 104.02000000000001 259.21600000000007 88.76400000000001 242.38250000000002 115.43250000000002 30.063000000000006 6 596.10500000000013 678.89998000000014 2022.5000000000002 74.41500000000002 38.676010000000012 218.51700000000002 7 8 316.39255000000009 137.69150000000005 2022.5000000000002 73.591000000000022 43.933 15.326000000000002 9 216.15000000000003 10 162.43300000000002 1.2610000000000003 242.38250000000002 11 165.05000000000004
decision_type=2 2 9 2 9 2 2 2 9 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 2 2 2 9 2 2 2 2 2 2 9 9 2 2 2 2 2 2 9 2 9 2 2 2 9 2
left_child=2 4 5 11 6 20 17 12 16 41 46 52 13 14 -7 -15 19 23 -12 30 25 44 29 40 -25 53 33 37 51 36 47 -32 55 39 56 45 -18 -13 -39 42 -2 -9 -10 -34 60 -14 58 -4 49 -6 -41 -27 -3 57 -55 -21 -35 -1 -8 -51 -22 -28 -63
right_child=1 3 8 -5 48 7 10 9 26 -11 18 27 35 15 -16 -17 22 -19 -20 32 21 -23 -24 24 -26 28 61 -29 -30 -31 31 -33 43 34 -36 -37 -38 38 -40 50 -42 -43 -44 -45 -46 -47 -48 -49 -50 59 -52 -53 -54 54 -56 -57 -58 -59 -60 -61 -62 62 -64
leaf_value=0.27680333704179755 0.42096355567877902 0.92884669452243385 -0.039548452689850321 6.012811691898567 0.25184366371320643 1.3617281129461392 1.0341607983993446 0.58090265642512928 -0.050484072825838444 4.8646727542877199 2.3231997853831241 3.98551459646225 0.20372401286507258 0.55127721891092618 5.5697826693058019 2.5672048811685473 0.21571172000840308 2.8270380483354844 4.6015146001042995 0.22716605193385764 1.0090462861742291 2.662321996688843 2.029247613747915 2.9904090059720549 1.1124397562535782 0.18366214432055028 -0.074302231247168282 4.6820048885345464 1.5692842197418213 1.6979032755585817 0.18422408619708361 1.9713123459815978 1.3638779628276825 0.078250583718080483 1.3145260960346943 1.3556389367941655 0.83072830463051806 3.0588090768152352 1.6277367401123046 0.073022146078934813 0.88427922215388755 1.9687703666687011 0.97103691447864882 0.44465049146829794 1.484704194545746 0.63882025646911544 2.2907378010749819 0.027978241422235546 0.12912674345914676 0.58785370207121301 0.72885003651891445 0.060316295818167991 2.0398786089420318 0.50743841025004022 1.4283877979625357 0.078719359783119613 0.88033874282836921 0.57588947679529245 1.9415743312835694 1.3721065430641175 0.34626647022535217 -0.10651197278775194 0.51329471038654451
leaf_weight=1820 267 45 11299 39 253 67 92 22 27516 20 38 20 473 261 20 42 544 28 29 1276 28 28 24 26 179 2273 11528 20 24 26 587 20 36 213 37 33 100 49 24 1348 431 30 22 96 20 142 20 6827 452 186 42 2291 20 130 22 1547 25 189 20 20 212 30033 20
leaf_count=1820 267 45 11299 39 253 67 92 22 27516 20 38 20 473 261 20 42 544 28 29 1276 28 28 24 26 179 2273 11528 20 24 26 587 20 36 213 37 33 100 49 24 1348 431 30 22 96 20 142 20 6827 452 186 42 2291 20 130 22 1547 25 189 20 20 212 30033 20
internal_value=0 0.97594 -0.0210527 3.13084 0.746829 0.290921 1.10888 0.770526 -0.0483596 2.34912 2.01766 2.4994 0.661028 1.13584 2.3291 0.830713 0.0308751 0.92654 3.30934 0.0183552 0.215682 0.714934 0.422576 0.86761 1.35062 0.194378 -0.0734145 3.20617 0.129037 0.365023 -0.0057866 0.243107 0.1714 -0.0394139 0.317503 0.352295 0.311211 2.88879 2.58832 -0.0428205 0.725751 1.3816 -0.049668 0.695349 0.505215 0.304185 1.36204 -0.0141215 0.282471 0.427504 0.0928385 0.121746 1.2707 0.330974 0.640734 0.146901 0.162504 0.309185 1.1962 0.663995 0.423591 -0.0972784 -0.106064
internal_weight=0 2258 101313 217 2041 8147 1130 1110 93166 72 199 178 1038 390 87 303 22382 931 67 21688 7037 288 694 903 205 6749 70784 113 4588 670 18733 607 2955 29203 275 648 644 93 73 28928 698 52 27538 132 260 615 132 18126 911 459 1390 4564 65 2161 152 2823 238 2009 112 206 240 41581 30053
internal_count=103571 2258 101313 217 2041 8147 1130 1110 93166 72 199 178 1038 390 87 303 22382 931 67 21688 7037 288 694 903 205 6749 70784 113 4588 670 18733 607 2955 29203 275 648 644 93 73 28928 698 52 27538 132 260 615 132 18126 911 459 1390 4564 65 2161 152 2823 238 2009 112 206 240 41581 30053
cat_boundaries=0 5 11 17 18 23 29 34 39 45 48 52 58
cat_threshold=1074823168 536887296 4608 35815690 48 11567108 16896 268436000 33554432 68 4096 67127168 164514 524778 135340032 1678516228 1056 32768 1073774592 536870912 4096 2228224 32 816119812 2428502016 278986772 268440064 2424308930 12552 3145728 16384 0 33554432 68 67126400 672 64 0 270340 67110400 537002000 65608 32768 8208 8448 67109376 0 106 1073774592 536870912 0 2097152 2185758728 33824796 151027712 2227178496 16861192 145
is_linear=0
shrinkage=0.01


Tree=15
num_leaves=64
num_cat=16
split_feature=0 25 25 11 3 1 12 1 3 25 16 4 0 10 3 8 3 25 0 6 0 26 25 1 10 24 25 0 0 4 4 25 8 3 13 24 1 3 24 26 24 24 1 9 1 0 4 24 25 0 8 25 10 24 0 12 8 0 0 0 26 6 1
split_gain=2.32709e+07 8.81805e+06 8.3941e+06 6.03517e+06 4.26789e+06 3.15804e+06 2.95018e+06 2.43884e+06 1.7766e+06 1.47159e+06 1.45381e+06 1.3548e+06 1.13139e+06 1.00011e+06 978224 931610 930326 901319 762556 741572 663977 531836 526037 506509 503667 499722 597503 467233 462686 440473 424379 419872 380472 347743 342827 325484 371055 286225 294281 282038 276325 255212 251594 270370 249654 247185 255340 235080 345091 234371 229173 203050 201246 174863 172944 155836 149247 98853.5 419042 146141 84370.9 73094.5 72852.9
threshold=166.61000000000004 0 1 675.38900000000001 335.00670000000008 242.38250000000002 197.75160000000002 262.64538500000009 78.36075000000001 2 336.36115000000007 326.59750000000003 883.10000000000014 400.0485000000001 73.777500000000018 48.83227500000001 27.535980000000006 3 438.42500000000007 606.07650000000001 13.236540000000002 2022.5000000000002 4 22.151894000000002 61.170000000000009 5 6 176.94686850000002 2.8222380000000005 767.98765000000014 266.29450000000003 7 141.18560000000005 233.37814 246.98250000000004 8 297.63750000000005 94.19250000000001 9 2022.5000000000002 10 11 273.76200000000006 4.5710000000000006 85.820000000000022 31.574700000000004 137.69150000000005 12 13 335.27750000000009 617.48075000000006 14 426.12125000000009 15 103.11795000000002 108.63300000000001 172.50050000000002 234.07000000000002 206.37168000000005 413.70875000000007 2022.5000000000002 173.40750000000003 174.76450000000003
decision_type=2 9 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 1 9 2 2 2 2 9 2 2 2 1 2 2 1 2 1 1 2 2 2 2 2 1 9 2 2 9 2 1 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 7 8 11 18 17 14 19 35 13 49 20 21 -17 25 27 23 42 -9 24 -10 30 26 -1 -2 -13 40 37 45 53 -34 -27 61 -37 38 -4 -20 -19 57 51 -44 -26 50 62 48 -22 -6 52 -3 -11 54 -16 -55 -49 58 -24 -59 -39 -7 -47
right_child=2 9 22 -5 12 6 -8 15 10 31 -12 28 -14 -15 32 16 -18 29 39 -21 47 -23 41 -25 44 34 -28 -29 -30 -31 -32 -33 33 -35 -36 36 -38 60 -40 -41 -42 -43 43 -45 -46 46 -48 56 -50 -51 -52 -53 -54 55 -56 -57 -58 59 -60 -61 -62 -63 -64
leaf_value=0.36426485475030163 1.6855049169767986 -0.04417316814432163 0.87094312095216342 6.5032536946810211 1.7452882777033625 0.27932690152055339 4.1261750474469414 2.3857255905552917 0.35746561846286057 -0.059633661272022145 2.8759695019040787 1.5857277114574726 5.25107630036094 4.6878094872184422 0.33582874141030694 5.1752063533238006 2.3453119197258583 0.19915043089963935 1.9853046061681665 2.4648747510910032 0.79365754471646743 0.86539451599121098 0.23399852764606477 0.88659827141544301 1.0396647262573242 0.20939235700183592 1.0156146694978079 0.70203909171505896 3.6088427728414536 1.418275146484375 1.9032383998235067 -0.1019955719814281 0.48399688467786123 2.0498109071151069 1.1734271717071534 1.7579152107238769 0.74776544419924418 1.5927431269045229 0.22897173448389535 1.1430009269373758 0.070490532799341962 0.1082009174823761 0.2211371169948578 1.4733928565979004 2.4631849826465952 0.048966054258793044 1.0064629168346011 0.062272870484139022 0.19552524045341801 2.7317480732738106 0.94020957034567132 0.02407161632037351 0.52012988718350728 0.044940502502163991 1.0707450021014495 0.87626297612984971 0.76198555661785994 0.13075153867403666 1.8647353557439952 0.74244685179566694 0.83898313117749768 0.85452162742614746 0.61649482001429023
leaf_weight=501 55 14821 102 26 37 190 29 76 600 28095 28 26 22 23 550 21 26 2540 92 20 103 33 40 259 28 1261 215 397 20 26 24 36001 37 23 38 48 150 27 271 70 4958 430 125 20 22 1365 29 1830 889 69 23 6170 60 373 34 24 31 84 26 73 33 25 23
leaf_count=501 55 14821 102 26 37 190 29 76 600 28095 28 26 22 23 550 21 26 2540 92 20 103 33 40 259 28 1261 215 397 20 26 24 36001 37 23 38 48 150 27 271 70 4958 430 125 20 22 1365 29 1830 889 69 23 6170 60 373 34 24 31 84 26 73 33 25 23
internal_value=0 -0.0217745 1.04 1.73364 1.61782 0.246361 1.03288 1.31636 0.209853 -0.0541462 0.632782 0.837442 3.15503 2.79757 0.0110918 2.43289 3.60973 0.16964 1.03269 0.561326 -0.00192664 1.92544 0.454862 0.517006 0.699334 0.357179 0.571147 0.821709 2.46534 0.118782 0.608873 -0.0790375 0.311199 1.08423 0.235778 0.656126 0.944927 0.53713 0.434013 1.62135 0.114435 0.257365 -0.0212557 0.393862 1.66601 -0.0510849 0.0777738 0.141269 0.264931 2.38742 -0.057583 -0.0241232 -0.0583982 0.263919 0.372241 0.0928578 0.0735334 0.528003 0.87641 0.41517 1.17818 0.330823 0.0583703
internal_weight=0 101560 2107 947 921 10934 488 770 10446 90626 907 459 151 129 25030 156 47 9539 614 879 23989 109 1160 859 507 2015 716 452 46 7524 457 65596 1041 60 1299 413 198 433 373 162 7498 653 21136 145 50 29595 1417 2853 992 106 28178 20991 28155 981 584 397 1861 223 66 157 60 215 1388
internal_count=103667 101560 2107 947 921 10934 488 770 10446 90626 907 459 151 129 25030 156 47 9539 614 879 23989 109 1160 859 507 2015 716 452 46 7524 457 65596 1041 60 1299 413 198 433 373 162 7498 653 21136 145 50 29595 1417 2853 992 106 28178 20991 28155 981 584 397 1861 223 66 157 60 215 1388
cat_boundaries=0 6 10 16 21 27 28 29 35 36 37 38 39 40 43 49 50
cat_threshold=1074823168 536887298 544 171081994 786464 32 1081344 0 544 33554432 335562240 2147648160 70106 67182624 1879072852 4096 1073774592 536870912 0 131072 32 10502656 536887824 268500992 0 8276 256 75 32768 581238916 268435472 430473220 2415924736 92275840 8472 3808 26 531 2400 1062 67108864 0 64 67126272 2147484192 65736 0 268435524 4096 2928
is_linear=0
shrinkage=0.01


Tree=16
num_leaves=57
num_cat=0
split_feature=2 1 7 6 3 5 1 9 2 3 1 2 11 4 8 3 4 15 2 6 6 9 8 2 2 4 3 5 26 5 2 1 26 4 26 2 9 5 10 21 11 3 6 1 4 15 2 8 1 2 8 6 13 15 4 6
split_gain=1.73314e+07 8.59142e+06 7.43757e+06 4.14907e+06 3.5605e+06 3.42409e+06 3.41348e+06 3.23046e+06 2.98756e+06 1.61984e+06 1.52053e+06 1.61822e+06 1.07512e+06 1.03288e+06 952429 917084 901608 771561 727543 724769 664173 624464 587884 558124 467601 462295 457807 451260 427461 402788 400043 378513 370224 352612 350274 497284 312259 416763 310489 278924 259918 248915 236708 228855 226193 223261 204189 200870 200715 173832 143198 128614 116285 107690 54044 42787.2
threshold=364.96250000000003 122.82375000000002 288.97500000000008 200.23362600000004 76.987500000000011 552.55750000000012 233.37814 120.49750000000002 658.86750000000018 76.987500000000011 352.68673250000012 117.51455000000003 52.741000000000007 169.65250000000003 380.13250000000005 252.32950000000002 79.530000000000015 66.040325000000024 47.412500000000001 183.56850000000003 344.61250000000007 384.29599999999999 190.60000000000002 50.853000000000009 542.8678000000001 1085.2750000000003 82.242500000000007 96.745000000000019 2022.5000000000002 174.76450000000003 49.990000000000009 756.19086000000004 2022.5000000000002 326.59750000000003 2022.5000000000002 1070.9310000000003 191.37774500000003 55.066950000000013 173.18724 143.58300000000003 218.41500000000005 252.32950000000002 165.29860000000002 36.721200000000003 521.79500000000019 72.880200000000002 512.13625000000013 35.572800000000008 252.70150000000004 22.153894000000005 27.303000000000001 50.127800000000001 145.45400000000004 10.089000000000002 1468.3681000000001 393.73500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 6 -4 13 16 17 9 -5 33 20 21 15 18 31 32 23 22 27 29 36 -12 34 51 -17 30 -25 47 -21 -18 45 40 46 48 35 -2 37 -9 -36 -29 -11 -7 43 -20 -35 -15 -8 -1 49 -3 -38 -6 -50 -32 -27 -44
right_child=2 7 3 8 5 41 12 10 -10 14 11 -13 -14 25 -16 24 19 -19 42 28 -22 -23 -24 26 -26 54 -28 39 -30 -31 53 -33 -34 44 38 -37 50 -39 -40 -41 -42 -43 55 -45 -46 -47 -48 -49 52 -51 -52 -53 -54 -55 -56 -57
leaf_value=-0.048382866383706001 0.64581698972217283 0.13669831043582198 1.6840929783715144 3.8362231134485314 0.092058735354989041 3.9236047952175142 1.1194081824166435 0.56457506284713743 8.6852618634700782 0.76280533385306803 0.72547447771737072 4.3800182191063373 4.3085590380888723 0.10254915649277109 3.0744673239101066 2.2235600838837799 0.38938287194924093 2.3033791259129841 0.061829359731156504 2.6569112049102785 2.768694421470165 2.7558800172805786 1.8209073309409314 2.0093559924960136 4.1419431145985923 0.85473810740879597 0.45789654384818429 0.11880864684334963 1.0443393087387085 1.3024507832527161 0.62440352714167235 2.166874584944352 0.42873946685057418 1.6778857206529187 0.10903589296600093 2.1504361083984374 0.96987384807772758 2.3905285848617552 1.3413903356635053 1.2294650856308316 1.9138602528685615 2.4130696614583336 0.46393944995743885 0.3212796943424312 0.38477817191431918 0.79432520580291754 2.3884311410784722 0.039745364156469475 0.40427927053256019 0.44242507197540631 0.20566643905444223 0.35352656130757287 1.0734841954266583 1.4204879373311996 1.4706707096099854 0.94669191951337073
leaf_weight=89843 181 772 36 27 1556 20 21 25 24 298 33 34 26 697 22 27 352 30 2520 25 20 28 39 20 24 28 388 1338 48 56 113 23 26 31 184 25 41 25 23 23 21 24 91 393 24 50 32 2663 678 245 61 214 27 20 29 23
leaf_count=89843 181 772 36 27 1556 20 21 25 24 298 33 34 26 697 22 27 352 30 2520 25 20 28 39 20 24 28 388 1338 48 56 113 23 26 31 184 25 41 25 23 23 21 24 91 393 24 50 32 2663 678 245 61 214 27 20 29 23
internal_value=0 -0.0110397 1.54053 4.28335 -0.0251784 0.332847 1.16651 0.579249 6.11812 0.449903 1.61643 2.63185 2.45224 -0.0350704 1.05765 2.08098 0.287063 0.750384 -0.0382656 0.6789 1.05559 1.65746 0.647309 0.200528 3.12633 0.29535 0.533948 -0.0431864 1.59659 0.514706 0.238819 0.92791 1.40613 0.325414 0.536485 0.828416 0.830185 1.47755 0.245964 0.137578 0.83858 3.09968 0.114326 0.0968324 1.11362 0.148853 1.88561 -0.0458459 0.300238 0.210349 0.512848 0.123671 0.429908 0.744115 1.16811 0.561337
internal_weight=0 102942 725 87 100534 2703 638 2408 51 2141 267 95 156 97831 364 130 2659 482 96894 481 172 61 452 2178 51 937 408 93867 73 408 880 342 79 1777 413 206 152 50 207 1361 319 44 3027 2913 55 747 53 92506 1722 1017 102 1770 705 133 57 114
internal_count=103667 102942 725 87 100534 2703 638 2408 51 2141 267 95 156 97831 364 130 2659 482 96894 481 172 61 452 2178 51 937 408 93867 73 408 880 342 79 1777 413 206 152 50 207 1361 319 44 3027 2913 55 747 53 92506 1722 1017 102 1770 705 133 57 114
is_linear=0
shrinkage=0.01


Tree=17
num_leaves=64
num_cat=5
split_feature=0 2 7 2 1 1 6 3 5 3 10 4 5 3 1 0 10 0 11 0 2 7 1 26 24 12 4 0 4 10 4 8 4 4 3 1 7 14 24 1 5 24 2 4 26 2 24 0 12 26 0 26 11 2 24 4 6 8 1 6 1 2 4
split_gain=2.25724e+07 1.29898e+07 5.39549e+06 5.12202e+06 2.92275e+06 2.36192e+06 2.35126e+06 1.4307e+06 2.92024e+06 1.31927e+06 1.29111e+06 1.18372e+06 1.1147e+06 882789 860160 849736 778966 745827 733598 640613 632598 632006 631742 565812 533725 753507 496814 495001 588455 476933 442525 405316 399451 391684 433731 377810 368063 359138 347525 458838 337765 309550 268480 265776 262069 232820 225102 238546 212311 205326 203176 174559 170862 170830 166037 209393 139630 109051 179696 98741.7 12244.1 4928.97 977.864
threshold=166.61000000000004 512.13625000000013 371.89150000000006 106.56240000000001 262.64538500000009 106.765 194.48100000000002 76.987500000000011 552.55750000000012 272.24748000000005 52.911000000000008 223.58100000000002 5.9694960000000004 543.52500000000009 37.245500000000014 25.145000000000007 164.75250000000003 384.83520000000004 261.58250000000004 7.7340000000000009 749.57248000000016 264.10000000000008 242.38250000000002 2022.5000000000002 0 10.131750000000002 1085.2750000000003 335.27750000000009 246.73750000000004 451.48500000000007 130.27000000000001 312.32500000000005 521.79500000000019 36.905775000000013 543.52500000000009 661.33164000000011 156.52200000000002 365.50250000000005 1 469.21250000000003 96.745000000000019 2 1070.9310000000003 13.322126500000001 2022.5000000000002 148.09087000000002 3 29.239750000000004 218.14250000000004 2022.5000000000002 104.42500000000001 2022.5000000000002 108.69300000000001 23.046000000000003 4 201.55000000000004 521.79500000000019 9.9212500000000023 226.32900000000004 104.02000000000001 242.38250000000002 1070.9310000000003 1468.3681000000001
decision_type=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 1 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=3 4 13 5 9 7 14 15 33 29 32 18 51 27 20 26 19 -12 36 54 37 -14 -13 42 25 -21 40 -3 -29 41 57 38 35 53 -35 44 56 50 60 -40 -1 45 -22 -43 -6 -2 47 -17 -48 -37 -5 -11 -26 -9 55 -7 -8 58 -18 -56 -16 -25 -28
right_child=1 2 -4 6 10 16 11 8 -10 12 17 22 21 -15 31 46 30 -19 -20 24 23 -23 -24 61 52 -27 62 28 -30 -31 -32 -33 -34 34 -36 49 -38 -39 39 -41 -42 43 -44 -45 -46 -47 48 -49 -50 -51 -52 -53 -54 -55 59 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.054781489469979808 0.67576130029729176 1.3238920988859955 7.6354126203060151 0.1114023519659942 1.3186119700574326 0.2476852642542848 0.22874512299715755 0.066642908377881171 3.8403122784874655 1.2353228378593921 1.9680556964874267 1.8320144073168436 1.6876557179501184 4.6868928766250608 0.13379126500242797 0.57454121804038683 0.52301180919011436 4.1106682103872298 2.6438521346838577 0.87802478920954929 1.1044811673675266 3.6478872167653051 3.9829193288629705 0.40835024947211856 0.30181928835521821 2.9974726147651674 0.93494606494903565 3.9339712419181034 1.7651124438372525 1.8836805357251849 2.480492795308431 1.9959655382416466 2.7053441066685178 0.3543605802762077 1.5623231408372522 2.7396739214116876 1.5763615756421476 1.487242805480957 0.62901037499123713 1.6271270106847471 0.10857484210735169 0.32153167099441127 2.600252061571394 0.73118389840092135 0.40424774802460961 1.2651025638580322 0.036333669119353366 0.14979966705304482 0.91058569550514223 1.357269981020973 0.69709638507135452 0.18136321400151109 1.1926508233858193 0.35331348661532619 0.032136133776597332 1.1062403771082561 1.1247991544550116 0.38311309822144046 1.8474637947082519 0.41951914310455324 -0.10114416153680894 0.21653560664202715 1.0266930480230423
leaf_weight=88979 631 27 32 1325 87 535 83 1438 22 30 33 36 38 22 78 150 21 32 23 104 28 29 22 21 337 20 26 29 22 28 21 22 21 418 32 22 37 20 403 52 1284 635 21 211 49 75 3502 1116 28 21 62 33 23 243 764 30 22 31 20 72 31 37 21
leaf_count=88979 631 27 32 1325 87 535 83 1438 22 30 33 36 38 22 78 150 21 32 23 104 28 29 22 21 337 20 26 29 22 28 21 22 21 418 32 22 37 20 403 52 1284 635 21 211 49 75 3502 1116 28 21 62 33 23 243 764 30 22 31 20 72 31 37 21
internal_value=0 1.02428 4.06142 -0.0214408 0.821291 -0.0323062 0.442723 -0.0392636 0.215649 0.669853 1.7985 1.41902 1.63819 2.91774 0.33905 -0.0450343 0.30979 3.02288 0.987063 0.265711 0.213138 2.53611 2.64787 0.954373 0.579356 1.12884 -0.0519225 2.41875 2.99839 0.590179 1.20322 0.664357 1.40058 0.178228 0.44026 1.2475 0.71871 0.156768 0.612415 0.727101 -0.0524577 0.566843 1.74553 0.418753 0.989172 0.728056 0.0846736 0.198556 0.043146 2.06455 0.137583 0.683249 0.349038 0.108083 0.157356 0.288172 0.41649 0.830681 1.16909 0.064725 0.0613466 0.285986 0.975939
internal_weight=0 2107 132 101560 1975 99237 2323 97259 2153 1710 265 223 130 100 2100 95106 1978 65 165 1885 1514 67 58 107 484 124 90310 78 51 1580 93 586 200 2131 450 179 142 1407 564 455 90263 1552 49 846 136 706 4796 1266 3530 43 1387 63 360 1681 1401 565 105 72 41 836 109 58 47
internal_count=103667 2107 132 101560 1975 99237 2323 97259 2153 1710 265 223 130 100 2100 95106 1978 65 165 1885 1514 67 58 107 484 124 90310 78 51 1580 93 586 200 2131 450 179 142 1407 564 455 90263 1552 49 846 136 706 4796 1266 3530 43 1387 63 360 1681 1401 565 105 72 41 836 109 58 47
cat_boundaries=0 1 2 3 4 5
cat_threshold=52 2176 122 1030 1107
is_linear=0
shrinkage=0.01


Tree=18
num_leaves=64
num_cat=8
split_feature=0 2 25 16 25 1 12 3 3 5 25 0 4 1 2 2 1 25 6 0 2 2 8 2 5 0 2 3 0 0 25 3 3 4 0 4 3 1 10 1 8 1 26 0 2 0 4 8 6 10 5 25 4 2 5 16 18 0 25 3 0 25 2
split_gain=2.21232e+07 1.27313e+07 8.50566e+06 7.24405e+06 3.61089e+06 2.97353e+06 2.8486e+06 2.12858e+06 1.66997e+06 1.98762e+06 1.42202e+06 1.40312e+06 1.28192e+06 1.25645e+06 1.13911e+06 1.09119e+06 920724 877278 811036 740413 650834 618435 613800 507968 469557 583158 461780 459862 453908 424507 405439 376921 352001 348839 344571 330973 323003 318086 302966 278718 262838 261434 255100 237050 284353 236100 246663 223345 210011 195020 183416 179318 170668 163325 177805 146969 140164 135923 144765 205247 138109 115631 89676.8
threshold=166.61000000000004 512.13625000000013 0 81.991800000000026 1 242.38250000000002 197.75160000000002 297.47500000000008 78.36075000000001 392.81250000000006 2 748.92250000000013 326.59750000000003 262.64538500000009 130.34875000000002 96.045350000000013 159.97720000000004 3 200.23362600000004 13.236540000000002 334.93500000000006 334.93500000000006 48.83227500000001 883.10000000000014 7.7340000000000009 384.83520000000004 440.02900000000005 41.22163650000001 2.8222380000000005 438.42500000000007 4 70.38600000000001 40.392500000000005 767.98765000000014 59.173000000000009 195.82340000000002 218.51700000000002 83.590500000000006 60.029000000000003 438.42500000000007 145.75200000000004 365.02500000000003 2022.5000000000002 131.25500000000002 174.76450000000003 31.574700000000004 137.69150000000005 617.48075000000006 235.90250000000003 426.12125000000009 109.37850000000002 5 126.22800000000002 60.002000000000002 39.87850000000001 52.620500000000007 329.60300000000007 181.65750000000006 6 78.36075000000001 228.21400000000003 7 77.005700000000019
decision_type=2 2 9 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 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 9 2 2 9 2
left_child=2 4 5 11 7 8 12 13 17 20 14 16 43 21 19 -11 -3 53 23 31 34 29 42 41 25 -9 33 -24 -14 -2 45 51 -20 -19 -10 -26 -22 61 57 -18 -33 -16 -15 44 -7 47 62 49 -37 -12 -40 -4 -28 56 -55 -39 -1 -6 59 -59 -60 -21 -47
right_child=1 3 10 -5 38 6 -8 24 9 15 30 -13 28 22 18 -17 39 26 32 37 36 -23 27 -25 35 -27 52 -29 -30 -31 -32 40 -34 -35 -36 48 -38 55 50 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 -53 -54 54 -56 -57 -58 58 60 -61 -62 -63 -64
leaf_value=0.31487852408778572 0.70143874705359344 0.76815729874830985 -0.045661133066161201 8.9902752939860022 -0.033207179951941834 0.44579450461400461 4.0448905369331092 0.7422054392715981 0.33739853107286266 3.5196657660348074 -0.058391916011807696 5.1700604750893335 1.525545904452984 1.8768524284440964 0.2278399444477083 0.71574460441651555 3.7746062473014548 0.10551759453993771 2.7384824473857878 0.30945109068918575 0.64464581909179686 2.4802461250623069 4.0711509962081909 1.6771652753264814 2.0069179471333825 2.8263163321495059 0.60396300791747981 1.952394933246431 3.5293776664137839 1.2877382714564842 -0.10004780938214505 0.1768179272722315 0.90545038743452599 1.3130759159723917 0.95509384871961989 2.7392942211363049 2.1419844138622284 0.3977219621289389 0.70039745252959573 2.4046091296456078 1.2882493238015607 1.36582473164513 0.73761842037069392 1.5427528812267162 1.1502123456440334 0.037231510794344752 0.98868964833432227 0.92865383479906172 3.9865454412389689 0.51233402975400288 1.8367956261634828 0.020295838153795712 1.6642646722197532 0.45472736650897611 1.1405281989574432 1.2014424378395081 1.1566917877197265 0.44231598112143972 0.54017849606852386 1.0747825758574439 0.15279681439117557 0.091841224938902039 0.38625265995279334
leaf_weight=1790 500 26 15092 24 87 316 29 29 686 35 28095 22 26 61 522 23 27 7417 20 268 25 24 20 27 27 25 63 21 20 164 36001 648 22 24 104 27 34 253 49 33 22 21 29 27 70 1310 29 23 27 60 20 5666 20 155 50 25 20 323 124 61 357 2444 78
leaf_count=1790 500 26 15092 24 87 316 29 29 686 35 28095 22 26 61 522 23 27 7417 20 268 25 24 20 27 27 25 63 21 20 164 36001 648 22 24 104 27 34 253 49 33 22 21 29 27 70 1310 29 23 27 60 20 5666 20 155 50 25 20 323 124 61 357 2444 78
internal_value=0 1.01404 -0.0212264 4.02081 0.813078 0.242116 1.00532 1.2528 0.206694 0.616736 -0.0530195 2.91648 0.813272 1.07416 0.0111101 2.40777 2.33998 0.167706 0.437235 0.000434505 0.49438 0.903248 1.97177 0.338418 2.42938 1.70707 0.11753 2.98593 2.39678 0.846248 -0.0774879 -0.0201351 1.77832 0.109412 0.418715 2.91092 1.50752 0.147848 0.386156 3.02111 0.213313 0.27185 1.50977 0.636901 0.573539 -0.0500202 0.075916 -0.056371 3.36292 -0.0571757 1.02979 -0.0276701 0.859457 0.352729 0.621996 0.469999 0.32418 0.343562 0.381457 0.52901 0.247516 0.114825 0.0568451
internal_weight=0 2107 101560 132 1975 10934 488 954 10446 907 90626 108 459 819 25030 58 86 9539 612 24418 849 688 131 570 135 54 7524 41 46 664 65596 21428 42 7441 790 81 59 2990 1021 60 670 543 90 413 386 29595 1417 28178 54 28155 69 20758 83 2015 205 278 1810 952 865 384 481 2712 1388
internal_count=103667 2107 101560 132 1975 10934 488 954 10446 907 90626 108 459 819 25030 58 86 9539 612 24418 849 688 131 570 135 54 7524 41 46 664 65596 21428 42 7441 790 81 59 2990 1021 60 670 543 90 413 386 29595 1417 28178 54 28155 69 20758 83 2015 205 278 1810 952 865 384 481 2712 1388
cat_boundaries=0 6 11 17 22 28 34 40 43
cat_threshold=1074823168 536887298 544 171081994 786464 32 9486336 512 268436000 33554432 64 335562240 2147648160 70106 67182624 1879072852 4096 1073774592 536870912 0 131072 32 581238916 268435472 430473220 2415924736 92275840 8472 67126272 2147484320 69704 0 268435524 4096 69206528 536887312 65536 0 8212 8448 67108864 0 10
is_linear=0
shrinkage=0.01


Tree=19
num_leaves=64
num_cat=18
split_feature=0 25 25 11 4 8 0 5 16 25 25 10 6 6 0 4 24 5 0 26 0 25 12 10 7 5 4 25 4 24 0 5 24 5 25 24 11 0 24 24 25 4 8 25 0 0 11 25 10 5 10 8 4 6 7 5 5 0 0 0 25 0 24
split_gain=2.1683e+07 8.33638e+06 7.87363e+06 5.71695e+06 2.78721e+06 3.09937e+06 2.70948e+06 1.8195e+06 1.65138e+06 1.38542e+06 1.29102e+06 1.15593e+06 1.04576e+06 1.82466e+06 827451 797054 671559 1.67183e+06 603170 592953 501968 499168 491283 476932 472757 424662 438404 413878 403799 402126 395846 381804 349001 315420 310610 303504 277773 268164 251642 248816 282309 244038 229361 228715 224376 260278 206065 195583 220067 194647 182573 124231 118849 111429 108370 103375 97083.8 96119.6 409017 142161 95790.1 79020.4 59403
threshold=166.61000000000004 0 1 675.38900000000001 229.75969200000003 678.89998000000014 367.42525000000006 370.38000000000005 299.49825000000004 2 3 400.0485000000001 371.41875000000005 143.41900000000001 13.236540000000002 606.76150000000018 4 552.55750000000012 59.173000000000009 2022.5000000000002 53.937500000000007 5 218.14250000000004 61.170000000000009 40.107500000000009 234.22 257.54600000000011 6 266.29450000000003 7 2.8222380000000005 392.81250000000006 8 91.722500000000011 9 10 285.35875000000004 31.574700000000004 11 12 13 137.69150000000005 678.89998000000014 14 252.70150000000004 273.37500000000006 17.292000000000005 15 143.29500000000004 522.5150000000001 426.12125000000009 210.25500000000002 101.10426000000001 18.405500000000004 93.911000000000016 109.37850000000002 212.33500000000004 234.07000000000002 206.37168000000005 413.70875000000007 16 92.554037500000021 17
decision_type=2 9 9 2 2 2 2 2 2 9 9 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 9 2 1 2 2 1 2 9 1 2 2 1 1 9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1
left_child=1 4 3 6 10 8 11 15 24 14 16 25 13 -9 33 19 17 34 31 -8 43 23 51 28 35 29 -27 37 44 -2 -26 32 -12 47 -1 -6 39 42 57 40 -16 62 50 -18 54 -46 -25 53 -49 -33 -11 -20 60 -3 -4 -41 -54 58 -23 -59 -35 -22 -39
right_child=2 9 21 -5 5 -7 7 12 -10 27 18 -13 -14 -15 36 -17 20 -19 22 -21 61 38 -24 46 30 26 -28 -29 -30 -31 -32 49 -34 52 -36 -37 -38 41 -40 55 -42 -43 -44 -45 45 -47 -48 48 -50 -51 -52 -53 56 -55 -56 -57 -58 59 -60 -61 -62 -63 -64
leaf_value=0.96055381792121464 1.1407418639212847 -0.045213166363243441 0.17155776659796337 6.3177026425875145 0.90334961415121429 4.6597115473313764 2.0844673811917924 2.707711678314209 3.6228121519088745 -0.057180292754638429 0.23313420211943389 3.0391815126353299 2.1083211181903705 6.7061456816537044 0.65591557348830787 3.6547358073358955 0.26472804014710805 3.4811925392150882 0.39292466450293506 1.1621803449210912 1.1009572785695394 0.2220140951871872 2.0390669119358065 2.1399688898722333 0.71256508658009199 1.1172951148450374 2.8115513698259993 -0.098696614984964071 1.8496899207433066 0.44228172927200798 1.9151921641096779 1.2511700824328831 0.077684804836700011 0.29660106386295293 0.45803061849296756 0.22298629508506168 1.2152519536972046 -0.0289009596210845 0.097431167521598652 0.048585863353449679 0.19949853138463605 0.96180859048520362 1.0152698936462403 -0.080921554260253908 1.529159492043888 0.5860448695591518 0.82954630208015445 0.021064378414424881 0.47216015028953551 0.37505268622888255 0.48606578430821823 1.1490116359358249 0.92687781852483753 0.067570391093580109 0.91820531807162542 0.41545726354107443 0.21106607536474864 0.12135925265295167 1.8331266619608955 0.72466618694671214 0.020302796290445149 0.62339359162057317 0.10900915586141185
leaf_weight=170 246 13057 167 26 104 22 177 25 20 28390 1948 29 29 21 148 23 936 20 394 115 60 40 20 30 62 42 24 36510 24 190 49 42 5665 253 803 210 25 460 430 1483 1342 31 20 240 34 210 20 6422 110 64 62 23 40 939 22 81 36 84 26 73 256 82 961
leaf_count=170 246 13057 167 26 104 22 177 25 20 28390 1948 29 29 21 148 23 936 20 394 115 60 40 20 30 62 42 24 36510 24 190 49 42 5665 253 803 210 25 460 430 1483 1342 31 20 240 34 210 20 6422 110 64 62 23 40 939 22 81 36 84 26 73 256 82 961
internal_value=0 -0.0210138 1.0039 1.67566 0.239695 0.995786 1.56281 2.1957 0.814648 -0.052489 0.20619 1.09798 3.59551 4.53308 0.0123063 1.86241 0.414597 0.613063 0.14645 1.72124 0.26158 0.437265 0.508057 0.67523 0.6825 0.985836 1.73339 -0.0760825 0.587099 0.872675 1.24345 0.126168 0.117869 -0.0100226 0.56041 0.4842 0.165457 -0.0484675 0.245108 0.156864 0.248904 0.0840775 -0.055244 0.19575 0.517117 0.717462 1.6158 -0.0165475 0.0286171 0.722194 -0.0559965 0.434627 0.21894 -0.0376196 0.258469 0.0671568 0.587809 0.513462 0.856695 0.401878 0.163864 0.825181 0.0649292
internal_weight=0 101560 2107 947 10934 467 921 390 445 90626 10467 531 75 46 24192 315 2311 993 8156 292 1318 1160 437 507 425 502 66 66434 457 436 111 7719 7613 21113 973 314 3079 29924 653 3054 1490 1452 28472 1176 433 244 50 20528 6532 106 28452 417 585 13996 189 1564 76 223 66 157 509 142 1421
internal_count=103667 101560 2107 947 10934 467 921 390 445 90626 10467 531 75 46 24192 315 2311 993 8156 292 1318 1160 437 507 425 502 66 66434 457 436 111 7719 7613 21113 973 314 3079 29924 653 3054 1490 1452 28472 1176 433 244 50 20528 6532 106 28452 417 585 13996 189 1564 76 223 66 157 509 142 1421
cat_boundaries=0 6 10 16 21 22 28 34 35 36 41 42 43 44 47 48 54 59 60
cat_threshold=1074823168 536887298 544 171081994 786464 32 1081344 0 544 33554432 335562240 2147648160 4570 67182624 1879072852 4096 1073774592 536870912 0 131072 32 1099 10502656 536887824 268500992 0 8276 256 581238916 268435472 296321024 268440064 92275840 8456 111 19 0 536870912 0 131072 32 1600 2400 1334 67108864 0 72 1073774592 67126272 2147484192 192 65536 268435524 4096 1536 131616 0 65536 8256 2185
is_linear=0
shrinkage=0.01


Tree=20
num_leaves=64
num_cat=9
split_feature=0 2 25 16 25 3 16 3 1 25 2 2 5 1 25 2 1 1 9 7 9 1 6 26 0 0 0 6 10 13 2 0 4 25 24 0 25 0 1 0 4 3 5 0 2 24 4 7 3 15 2 9 2 0 2 1 0 19 24 1 16 4 10
split_gain=2.16828e+07 1.22296e+07 7.69234e+06 5.35045e+06 4.00898e+06 2.71764e+06 2.94023e+06 1.93434e+06 1.5769e+06 1.52653e+06 1.68862e+06 5.05534e+06 1.46972e+06 1.35794e+06 1.24792e+06 1.14696e+06 1.01332e+06 920373 910540 843044 797003 825388 766056 749100 714723 654009 636933 664938 613806 560707 546934 534219 499805 442169 437468 387481 360702 306493 296563 296336 292564 283913 278608 265895 263530 238324 216910 203979 198293 182546 181114 178187 175637 171135 169032 168284 164400 148481 132733 126580 121624 82764.5 63504.6
threshold=156.75900000000004 440.02900000000005 0 81.991800000000026 1 108.75750000000001 336.36115000000007 297.47500000000008 511.45025000000004 2 52.029000000000003 57.868500000000004 552.55750000000012 262.64538500000009 3 364.96250000000003 413.70875000000007 226.32900000000004 149.53189650000004 276.983 211.35480500000003 242.38250000000002 4.5710000000000006 2022.5000000000002 413.70875000000007 16.923276000000005 335.27750000000009 35.941235000000006 255.92650000000003 56.609500000000004 883.10000000000014 273.37500000000006 133.78600000000003 4 5 59.173000000000009 6 29.590250000000001 87.303500000000014 5.5830000000000011 1085.2750000000003 156.38750000000002 287.60700000000003 149.11750000000004 165.38000000000002 7 108.75750000000001 17.249000000000006 111.55832500000001 137.55900000000003 78.338250000000002 367.7580000000001 143.73850000000002 176.94686850000002 31.155100000000008 26.032500000000002 2.8222380000000005 562.93750000000011 8 63.146250000000009 52.620500000000007 8.0827500000000025 28.395000000000003
decision_type=2 2 9 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=2 4 5 8 7 9 12 13 26 10 34 -12 20 24 15 25 -13 40 44 42 35 -22 30 31 53 41 -3 -28 36 -25 -17 -15 -26 37 39 -7 48 57 45 -1 43 54 55 -11 -19 -27 50 -48 52 -36 -39 -21 -6 -2 -4 -9 -43 59 -38 -16 -40 -50 -60
right_child=1 3 14 -5 28 6 -8 19 -10 17 11 16 -14 23 33 22 -18 18 -20 51 21 -23 -24 29 32 38 27 -29 -30 -31 -32 -33 -34 -35 49 -37 58 46 60 -41 -42 56 -44 -45 -46 -47 47 -49 61 -51 -52 -53 -54 -55 -56 -57 -58 -59 62 -61 -62 -63 -64
leaf_value=0.86776213107588074 1.0993486248241382 0.93275670289993284 -0.024317450422131674 7.426224762280782 0.39219752845520767 0.38501548871307251 3.9462220157895769 0.83667814059691004 4.5383551205529109 0.097516753835073439 5.765344196666371 0.55411815426035516 2.6596872065407888 1.5860939715458795 -0.056142677594947933 0.10364408210345678 2.7591517376510994 0.38606718345443802 2.5245913151741028 4.2146655813852947 0.91964031369026222 3.2862517261505126 2.4659175828651145 0.3734134256138521 1.1806775633066047 0.45787520212786542 3.4558179883956912 1.376853218841553 1.9832095403256624 2.4835487112998962 1.8267437074661255 3.394081750566309 2.5157750988006593 -0.096343177043062819 0.21837850217187582 1.1025374148873721 -0.037994886015643596 0.04099236619435654 0.41527083973300516 0.034433182118073946 1.2062487228711445 0.21885814569265613 2.9000713028907774 1.1516075912987191 1.3905041275024415 0.09083749197047622 0.28587255758318036 1.5038570663928985 1.3155923035144808 0.82793225260341874 0.50735624736279583 2.8957858479022982 1.0929838731350043 0.61439742449157519 0.097326875464816415 1.8800136922872983 1.1134560084342957 0.75127255631529766 0.23963167691821452 0.071543113642252132 1.1643111368020376 0.64452127232271084 0.7438863155576918
leaf_weight=219 89 32 18383 30 431 657 28 22 36 8281 22 222 35 26 27436 70 23 202 25 21 56 20 27 34 141 186 40 25 23 20 25 44 35 37345 1340 85 228 1294 224 53 24 310 20 24 30 2074 44 20 40 51 89 20 39 399 1218 52 22 23 333 799 24 34 27
leaf_count=219 89 32 18383 30 431 657 28 22 36 8281 22 222 35 26 27436 70 23 202 25 21 56 20 27 34 141 186 40 25 23 20 25 44 35 37345 1340 85 228 1294 224 53 24 310 20 24 30 2074 44 20 40 51 89 20 39 399 1218 52 22 23 333 799 24 34 27
internal_value=0 0.97384 -0.0206525 3.61147 0.766942 0.223937 0.757638 1.25515 2.751 0.179438 0.433005 1.17345 0.652972 1.07926 -0.0517787 0.0125537 0.761121 0.121794 0.711344 2.37476 0.56711 1.54243 0.979537 2.03988 0.899871 0.00730233 2.08765 2.65622 0.362793 1.15495 0.557091 2.72254 1.44618 -0.0734258 0.316727 0.467211 0.333075 -0.0445914 0.159495 0.680372 0.103749 -0.0118468 1.85286 0.100563 0.515951 0.123473 0.0973423 0.666493 0.516608 0.239009 0.0710042 3.57131 0.450348 0.702841 -0.0167585 1.56983 0.278139 -0.0518752 0.151906 -0.0525294 0.487759 1.00726 0.269952
internal_weight=0 2241 101010 163 2078 11397 881 923 133 10516 1930 267 853 788 89613 22563 245 8586 257 135 818 76 122 124 664 22441 97 65 1155 54 95 70 176 67050 1663 742 1132 29705 2508 272 8329 19933 94 8305 232 2260 1447 64 544 1391 1383 41 470 488 19601 74 332 28258 588 28235 248 74 360
internal_count=103251 2241 101010 163 2078 11397 881 923 133 10516 1930 267 853 788 89613 22563 245 8586 257 135 818 76 122 124 664 22441 97 65 1155 54 95 70 176 67050 1663 742 1132 29705 2508 272 8329 19933 94 8305 232 2260 1447 64 544 1391 1383 41 470 488 19601 74 332 28258 588 28235 248 74 360
cat_boundaries=0 5 9 14 20 26 27 33 34 35
cat_threshold=1074823168 536887298 4648 175276330 262176 1081344 512 544 33554432 1073774592 0 0 131072 32 335562624 164512 65986 67186688 1686642772 1056 581238788 2428502032 296222720 268439040 2432713858 12552 72 69222916 537018368 65600 3145728 8260 4352 1024 647
is_linear=0
shrinkage=0.01


Tree=21
num_leaves=64
num_cat=14
split_feature=0 2 25 16 25 3 16 3 25 2 2 8 13 0 0 6 6 25 2 6 7 8 10 2 0 7 11 24 25 25 0 25 24 0 2 24 3 12 2 0 9 8 3 25 24 9 2 2 2 24 2 2 6 7 2 6 10 26 25 11 13 0 0
split_gain=2.12512e+07 1.19862e+07 7.54269e+06 5.24398e+06 3.92923e+06 2.90626e+06 2.80501e+06 1.89584e+06 1.76003e+06 1.65502e+06 4.95474e+06 1.40152e+06 1.1094e+06 1.07504e+06 1.04889e+06 1.04169e+06 886650 846983 889496 837107 826268 730198 601594 561654 534620 524184 481511 429924 404623 388199 356328 353537 316336 727456 299025 280440 265319 247278 232259 212035 210779 198961 194347 194212 272406 174641 172142 166557 158697 130106 110017 104102 173275 101545 90346.6 77735 62240.9 51528 48153.7 36256.2 30830.9 29918.3 9810.21
threshold=156.75900000000004 440.02900000000005 0 81.991800000000026 1 108.75750000000001 336.36115000000007 297.47500000000008 2 52.029000000000003 57.868500000000004 551.49600000000009 21.832000000000004 507.82280000000009 384.83520000000004 543.52500000000009 235.90250000000003 3 749.57248000000016 108.75750000000001 276.983 1117.4100000000001 255.92650000000003 114.45750000000002 19.517500000000002 138.14056700000003 242.583 4 5 6 59.173000000000009 7 8 30.551000000000005 233.37814 9 35.217375000000011 24.484500000000004 658.86750000000018 27.772570500000004 71.125000000000014 678.89998000000014 111.55832500000001 10 11 367.7580000000001 143.73850000000002 22.153894000000005 658.86750000000018 12 68.749700000000004 211.31080500000004 40.50500000000001 51.648000000000003 58.710000000000001 45.863900000000008 28.395000000000003 2022.5000000000002 13 154.51100000000002 12.952500000000002 13.715000000000002 468.98000000000008
decision_type=2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 9 9 2 9 1 2 2 1 2 2 2 2 2 2 2 9 1 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=2 4 5 12 7 8 11 14 9 27 -11 15 13 38 43 25 35 18 24 -12 51 23 31 30 36 -7 -25 28 -1 39 -10 42 33 -26 -34 -16 47 -38 -3 41 -29 54 46 57 -45 -22 -6 -4 -15 62 53 52 -9 -41 -19 -44 -51 -2 -31 61 -52 -60 -33
right_child=1 3 17 -5 22 6 -8 20 21 10 19 -13 -14 48 16 -17 -18 29 -20 -21 45 -23 -24 26 32 -27 -28 40 -30 58 -32 49 34 -35 -36 -37 37 -39 -40 50 -42 -43 55 44 -46 -47 -48 -49 -50 56 60 -53 -54 -55 -56 -57 -58 -59 59 -61 -62 -63 -64
leaf_value=0.36579688911803354 0.52582882216482452 2.8133146296909879 -0.035696836947577748 7.3519624746640524 0.3882755564523131 0.3954916799545582 3.7646559097026957 1.9850575736673868 0.072290398971764674 5.7076906165209689 0.46497743164373534 2.9481991028785708 0.99392543990036542 5.0171086654663091 0.69102644237605004 2.3851997890472414 2.988885977466901 -0.056191150268774921 1.6388539865522673 1.9376962273816267 4.1725189068203887 1.8108607818603517 1.9633774135423745 0.34471484300114896 1.9091670848692164 1.0600710390143686 1.7917263543605806 0.15296518919013796 1.0135231087305774 -0.1081013128372761 0.34003334384418721 -0.0076571415694984234 0.10088539351313067 0.25803611629432249 1.2031287665367127 1.7218185020478305 0.088822817546887353 0.63012183092133978 1.5197090414296026 0.031121632004529238 0.68018229106577432 0.92082838330950056 0.78637441341693592 0.42878710409998894 1.1036921231485783 2.8668280274868012 1.082054050763448 0.08812827391561194 3.8322647865001973 0.23723536322391159 0.50335209999998953 2.308744117982926 0.88495168989354911 0.44300044534698368 0.05307779481854194 1.4954805339466442 0.73644745296902137 0.074441265013159785 -0.088477134634879884 0.28828547789500308 0.060194830596446994 -0.038193718073372622 -0.17533914432969205
leaf_weight=437 66 35 17315 30 431 812 29 41 10820 22 197 25 29 20 100 30 39 25321 33 48 21 25 23 550 34 139 24 1008 136 16860 521 185 1587 124 25 111 912 93 23 1200 82 21 52 130 301 20 39 1159 26 333 73 31 22 63 780 22 27 41 19198 26 20 1261 43
leaf_count=437 66 35 17315 30 431 812 29 41 10820 22 197 25 29 20 100 30 39 25321 33 48 21 25 23 550 34 139 24 1008 136 16860 521 185 1587 124 25 111 912 93 23 1200 82 21 52 130 301 20 39 1159 26 333 73 31 22 63 780 22 27 41 19198 26 20 1261 43
internal_value=0 0.9641 -0.0204455 3.57536 0.759271 0.187178 0.698478 1.2426 0.149159 0.428675 1.16172 0.61009 2.72349 3.20577 1.06847 0.550505 1.60368 -0.0564009 -0.00165173 0.75351 2.35101 0.103532 0.359162 0.100036 -0.00420024 0.492628 0.405217 0.313559 0.534281 -0.0743725 0.0845904 0.32974 0.162199 0.576834 0.117252 1.34764 -0.0193204 0.138913 2.30033 -0.0457972 0.190876 -0.0521429 0.511442 0.819768 0.914464 3.5356 0.445844 -0.0279284 4.34741 0.15038 0.0761088 1.83433 1.60089 0.0516667 -0.0529258 0.99719 0.267253 0.322708 -0.09538 -0.0848622 0.408049 -0.0853779 -0.0376309
internal_weight=0 2241 101010 163 2078 14905 1035 923 13870 1930 267 1006 133 104 788 981 250 86105 21282 245 135 11940 1155 11915 21249 951 574 1663 573 64823 11341 1132 1770 158 1612 211 19479 1005 58 27478 1090 26122 544 538 431 41 470 18474 46 588 1356 94 63 1263 26101 74 360 107 37345 20485 93 20459 228
internal_count=103251 2241 101010 163 2078 14905 1035 923 13870 1930 267 1006 133 104 788 981 250 86105 21282 245 135 11940 1155 11915 21249 951 574 1663 573 64823 11341 1132 1770 158 1612 211 19479 1005 58 27478 1090 26122 544 538 431 41 470 18474 46 588 1356 94 63 1263 26101 74 360 107 37345 20485 93 20459 228
cat_boundaries=0 5 9 14 20 21 22 28 34 35 36 40 41 42 47
cat_threshold=1074823680 536887298 4648 175276330 270368 1081344 512 544 33554432 1073774592 0 0 131072 32 335562112 164512 65986 67186688 1686634580 5152 1097 32768 581238788 2428502032 296222720 268439040 2432713858 8456 69222916 537018368 65600 3145728 8260 4352 1024 1736 0 0 0 33554432 904 647 134357024 1292179456 3864292352 1074266240 140644352
is_linear=0
shrinkage=0.01


Tree=22
num_leaves=64
num_cat=6
split_feature=0 2 25 16 25 2 2 1 1 9 3 1 1 5 3 25 2 3 4 7 0 26 1 9 0 6 2 0 6 25 13 1 0 4 7 1 25 25 3 5 0 5 4 7 12 3 12 0 2 9 0 1 6 14 16 4 1 9 26 6 4 0 0
split_gain=2.08358e+07 1.17461e+07 7.39825e+06 5.13962e+06 3.85481e+06 2.61213e+06 1.865e+06 2.81208e+06 1.91259e+06 2.98002e+06 1.85665e+06 1.54361e+06 1.32567e+06 1.22043e+06 1.80602e+06 1.21887e+06 1.2787e+06 1.06208e+06 810355 809825 749968 736829 691703 1.0705e+06 687343 676447 659919 616149 645970 592316 549621 536507 520146 484645 443891 414384 390094 348480 327591 273241 264545 264032 263071 256595 245359 239202 210335 201589 172003 171166 167261 165553 151771 146031 142108 133021 171132 120826 104882 92463.2 88848.2 59576.2 59203.9
threshold=156.75900000000004 440.02900000000005 0 81.991800000000026 1 50.853000000000009 55.44250000000001 6.6537000000000015 335.00670000000008 149.53189650000004 297.47500000000008 511.45025000000004 262.64538500000009 392.81250000000006 96.595000000000013 2 364.96250000000003 119.66617500000002 547.82000000000005 276.983 14.955000000000002 2022.5000000000002 96.32442850000001 384.29599999999999 413.70875000000007 4.5710000000000006 883.10000000000014 335.27750000000009 35.941235000000006 3 56.609500000000004 469.21250000000003 273.37500000000006 133.78600000000003 264.10000000000008 83.590500000000006 4 5 83.922500000000014 287.60700000000003 144.67100000000002 483.06600000000009 237.41375000000005 78.16500000000002 22.446000000000002 102.14221850000001 70.654766500000008 27.772570500000004 22.153894000000005 367.7580000000001 176.94686850000002 26.032500000000002 45.863900000000008 564.6037500000001 52.620500000000007 137.69150000000005 180.57000000000002 176.29182000000003 2022.5000000000002 91.254000000000019 216.15000000000003 538.27200000000016 206.37168000000005
decision_type=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 2 2 9 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 11 10 13 7 -7 17 43 12 27 24 22 41 16 20 46 -19 39 38 32 29 34 50 26 -18 -3 61 42 -23 37 -14 -26 -24 58 47 45 48 51 -31 -15 -1 -10 -40 57 -8 53 -4 -21 -2 -12 -47 60 -37 56 -49 -6 -22 -43 -17 -29 -39
right_child=1 3 15 -5 31 6 8 -9 9 -11 19 -13 21 14 -16 36 25 18 -20 49 35 30 23 -25 33 -27 -28 28 -30 40 -32 -33 -34 -35 -36 54 -38 62 44 -41 -42 59 -44 -45 -46 52 -48 55 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.25592375296709319 1.0798130600506002 0.9040512973070145 -0.030963281174481702 7.2784427795410158 0.39069210937603771 4.5070431766510017 0.23350741150444754 -0.034090779948234562 0.71854086350353941 5.331873134613037 0.8085194340619174 4.4646408563190043 1.5630880994063157 1.3013888999394008 3.2692600995096668 -0.053281192201654635 0.17470745377977129 0.85061392984822792 2.9042447003864105 4.1307937249683198 0.18362882685876908 0.35599596276002771 0.33775306419205164 2.5005435920715331 1.1553368177143395 2.435490577839039 2.1926109572819299 3.0013448562622069 1.3381739410400391 0.082664039497323996 2.4451668758392335 1.6354157857596874 3.3471028327941896 2.4700304412841798 1.85309139251709 0.4295134963005991 -0.094426494620341639 0.020465399431539515 0.13651703327331163 2.8530637369155887 1.11312375228405 0.1691543219400489 0.80885812841521376 2.0186438779830933 0.75233324071724128 0.73823551314217706 0.73811107393192199 0.040051174758146769 0.079659775551911949 2.8381597339473665 0.60038294360265698 1.843353641308271 1.6753068088531495 0.71284223251342782 1.1532069166501362 0.66486583518015363 0.81675271050683385 1.1367711301471877 0.055601521672402565 0.89081261288036007 0.17343170198900945 3.773200957298279 0.22740014210621237
leaf_weight=1958 89 32 19131 30 386 30 809 25 63 20 22 36 26 35 29 26399 71 226 21 21 1175 34 578 25 141 27 21 20 25 7217 20 32 44 35 20 284 37345 204 569 20 25 92 90 20 73 56 92 1301 1517 20 399 52 25 25 30 37 29 23 1405 22 174 20 429
leaf_count=1958 89 32 19131 30 386 30 809 25 63 20 22 36 26 35 29 26399 71 226 21 21 1175 34 578 25 141 27 21 20 25 7217 20 32 44 35 20 284 37345 204 569 20 25 92 90 20 73 56 92 1301 1517 20 399 52 25 25 30 37 29 23 1405 22 174 20 429
internal_value=0 0.954635 -0.0202398 3.5396 0.751868 0.219629 0.640642 2.44289 0.561407 1.86678 1.23059 2.69626 1.05829 0.165358 0.986052 -0.0507652 0.00969659 0.444287 1.02521 2.3275 0.00461238 2.00742 0.150621 0.473189 0.881039 1.04376 0.635316 2.03995 2.59916 0.128989 1.12976 0.355571 2.68447 1.41678 0.388433 0.155654 -0.0732621 0.322267 -0.015919 1.81599 0.0861024 0.541669 0.278861 1.03182 0.20654 0.520353 0.285032 -0.0449751 -0.0228359 3.50024 0.68782 1.5357 1.02746 -0.051078 0.498656 0.07344 0.0569868 0.432648 0.113909 0.308422 -0.0517967 3.38727 0.158211
internal_weight=0 2241 101010 163 2078 11397 1306 55 1251 103 923 133 788 10091 178 89613 24303 1148 247 135 24184 124 9913 623 664 119 92 97 65 9290 54 1155 70 176 598 2894 65310 1123 21290 94 7242 149 2048 83 642 490 901 27965 20648 41 488 74 81 26598 314 1367 1330 409 2580 114 26573 40 633
internal_count=103251 2241 101010 163 2078 11397 1306 55 1251 103 923 133 788 10091 178 89613 24303 1148 247 135 24184 124 9913 623 664 119 92 97 65 9290 54 1155 70 176 598 2894 65310 1123 21290 94 7242 149 2048 83 642 490 901 27965 20648 41 488 74 81 26598 314 1367 1330 409 2580 114 26573 40 633
cat_boundaries=0 5 9 15 20 26 32
cat_threshold=1074823168 536887298 4648 175276330 262176 1081344 512 544 33554432 335562624 164512 65986 67121152 1686642772 5152 1073774592 16384 4096 134348808 32 581238788 2428502032 296222720 268504576 2432713858 8456 2114052 537018368 65600 3145728 8196 4352
is_linear=0
shrinkage=0.01


Tree=23
num_leaves=64
num_cat=14
split_feature=0 2 25 16 25 2 25 2 6 1 5 6 1 8 6 1 10 1 25 25 2 5 13 5 0 6 1 10 0 6 13 26 0 0 25 1 2 25 24 0 24 0 24 6 0 8 2 0 2 24 10 24 26 24 1 5 2 10 2 0 25 11 0
split_gain=2.04212e+07 1.15124e+07 7.25131e+06 5.03734e+06 3.7781e+06 2.68853e+06 2.12621e+06 2.97578e+06 1.73398e+06 1.51289e+06 1.20485e+06 1.543e+06 1.04684e+06 980629 965929 896143 889690 884764 864552 812588 855796 737002 733247 656334 603888 633115 588902 586818 530860 477422 462852 458906 458000 454748 372341 367015 364509 340008 335994 335194 307587 274562 316467 246323 203563 194731 190456 182264 179928 168151 160697 155535 152728 127502 126268 110710 88311.3 61084.9 59815.4 58390.6 46498.9 32641.7 28707.5
threshold=156.75900000000004 440.02900000000005 0 81.991800000000026 1 50.853000000000009 2 57.868500000000004 235.90250000000003 511.45025000000004 392.81250000000006 421.77600000000007 210.63000000000002 1117.4100000000001 222.67000000000004 233.37814 307.63250000000005 352.68673250000012 3 4 749.57248000000016 2.8222380000000005 78.612000000000009 421.77600000000007 335.27750000000009 35.941235000000006 91.273700000000005 255.92650000000003 335.27750000000009 104.02000000000001 64.038300000000007 2022.5000000000002 507.82280000000009 71.424000000000021 5 44.630000000000003 364.96250000000003 6 7 7.7340000000000009 8 19.517500000000002 9 30.230799999999999 29.590250000000001 678.89998000000014 66.795000000000016 297.71250000000003 101.31180000000002 10 245.27500000000003 11 2022.5000000000002 12 180.57000000000002 483.06600000000009 58.710000000000001 28.395000000000003 6.179850000000001 538.27200000000016 13 154.51100000000002 13.715000000000002
decision_type=2 2 9 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 1 2 1 2 1 2 2 2 2 2 2 1 2 1 2 1 2 2 2 2 2 2 9 2 2
left_child=2 4 5 9 8 10 7 -7 12 24 13 22 23 18 35 36 32 29 38 20 26 -19 55 28 -3 59 41 37 -2 -9 31 -14 47 -20 44 50 -16 48 -1 49 -37 46 -43 -41 45 56 -4 -10 51 -28 -8 -6 -50 -39 58 -12 -21 -55 -46 -26 -36 62 -62
right_child=1 3 19 -5 27 6 14 17 16 -11 11 -13 30 -15 15 -17 -18 21 33 34 -22 -23 -24 -25 25 -27 39 -29 -30 -31 -32 -33 -34 -35 60 40 -38 53 -40 43 -42 42 -44 -45 54 -47 -48 -49 52 -51 -52 -53 -54 57 -56 -57 -58 -59 -60 -61 61 -63 -64
leaf_value=0.42515264226828287 0.6002012293101574 0.89501078605651863 -0.030381169339196656 7.2056584746042898 0.22444829697865415 4.3822000024999896 0.15169830237082124 0.59265327655061895 1.9285190326936783 4.4199944464365641 0.79572743195295337 3.5566195487976073 1.9528551898464079 1.8462878891915986 0.4391450168240455 3.1868700952529907 3.9473203266108476 1.0940298436988483 0.067958617640899638 -0.055004011409227428 1.6074638949379778 3.7463901048153638 2.2365944163004556 2.5097915595769882 2.9713313875198368 1.3247922058105468 0.46806204826144848 1.9363831835207732 1.2037260745195995 1.517556902120681 3.1126102862150771 0.64859529645819414 2.8594037103652954 0.41252290286446675 -0.10667010914124032 0.89724575650092064 1.9374039285833187 -0.038956720588587915 0.18362349970981082 0.38387199046562115 0.22842381569441783 0.55305157263536719 0.065926672968990546 1.1208756850132575 0.024114339428366875 0.91157216934930718 0.15230437192477678 0.84413170276149629 1.5254453645903487 0.035834378280605261 1.0372723184313093 0.62353996491019348 0.62277461609750429 0.23294430236200672 0.68791133447126906 0.17667400240898132 0.052621951972824016 0.72749876296078708 0.1882833442450193 3.7354689550399782 -0.087085231361489282 0.25749315249068394 -0.038299744725866142
leaf_weight=1058 392 32 18339 30 241 28 845 237 31 36 40 20 93 33 62 20 27 22 10182 25390 33 20 24 24 20 25 108 23 232 73 23 38 32 398 15870 144 22 228 1384 150 168 138 1454 65 979 21 589 31 29 406 21 221 53 333 33 104 786 27 287 20 20146 28 1283
leaf_count=1058 392 32 18339 30 241 28 845 237 31 36 40 20 93 33 62 20 27 22 10182 25390 33 20 24 24 20 25 108 23 232 73 23 38 32 398 15870 144 22 228 1384 150 168 138 1454 65 979 21 589 31 29 406 21 221 53 333 33 104 786 27 287 20 20146 28 1283
internal_value=0 0.945089 -0.0200375 3.50421 0.74435 0.183536 0.562773 1.21266 1.21829 2.66929 0.136081 0.930925 1.06313 0.124634 0.357887 1.28449 2.34736 0.994991 0.120271 -0.0552916 -0.00166552 2.35706 0.618342 0.887004 2.01955 2.57317 -0.00416531 0.352015 0.824589 0.810453 1.80424 1.57452 1.8878 0.0808441 -0.0728945 0.27912 0.831546 0.322933 0.289573 0.275139 0.57319 -0.0140879 0.11204 0.606687 -0.0449248 -0.051 -0.0246964 1.38633 0.501118 0.136456 0.173173 0.433711 0.942012 0.147059 0.0772489 0.348633 -0.0517723 0.262738 0.0613312 3.3534 -0.0934802 -0.0836795 -0.0841643
internal_weight=0 2241 101010 163 2078 14905 1662 380 923 133 13243 188 802 13055 1282 104 121 352 13022 86105 21282 42 168 648 97 65 21249 1155 624 310 154 131 94 10580 64823 1178 84 1132 2442 729 312 20520 1592 215 27496 26197 18928 62 544 514 866 462 82 588 1299 144 26176 360 1266 40 37327 21457 21429
internal_count=103251 2241 101010 163 2078 14905 1662 380 923 133 13243 188 802 13055 1282 104 121 352 13022 86105 21282 42 168 648 97 65 21249 1155 624 310 154 131 94 10580 64823 1178 84 1132 2442 729 312 20520 1592 215 27496 26197 18928 62 544 514 866 462 82 588 1299 144 26176 360 1266 40 37327 21457 21429
cat_boundaries=0 5 9 10 15 21 27 33 34 35 36 37 38 39 44
cat_threshold=1074823680 536887298 4648 175276330 270368 1081344 512 544 33554432 32768 1073774592 16384 4096 134348810 32 335562112 164512 65986 67186688 1686634580 5152 581238788 2428502032 296222720 2415922688 2432713858 8456 69222916 537018368 65600 3145728 8260 4352 1099 627 1024 80 685 647 134348833 1275402240 3864292352 1611137152 140644352
is_linear=0
shrinkage=0.01


Tree=24
num_leaves=61
num_cat=0
split_feature=0 2 16 2 3 4 1 1 1 7 9 5 3 9 0 3 1 9 4 12 26 0 8 0 2 8 1 3 0 5 11 7 2 8 2 10 2 3 7 0 2 0 2 2 11 26 26 17 17 0 2 0 4 10 5 5 9 9 2 4
split_gain=2.00162e+07 1.12829e+07 4.9371e+06 4.25099e+06 2.79177e+06 1.91354e+06 1.7362e+06 1.71314e+06 1.48278e+06 1.31963e+06 1.18335e+06 1.08114e+06 1.0929e+06 917627 916301 902212 862197 846873 786150 680370 646946 620674 604128 591870 616426 590483 561266 542854 541667 501408 574680 427694 417587 364856 358954 353395 333885 308031 297921 276897 240323 237795 234547 219784 219335 203307 190420 174750 159248 145357 143134 141038 130150 117853 114471 91360.7 85632.1 42604.7 32126.4 17956.8
threshold=156.75900000000004 440.02900000000005 81.991800000000026 50.853000000000009 297.47500000000008 449.81750000000005 262.64538500000009 106.765 511.45025000000004 276.983 242.38250000000002 392.81250000000006 108.75750000000001 136.71864000000002 10.847970000000002 119.66617500000002 413.70875000000007 252.70150000000004 101.10426000000001 162.43300000000002 2022.5000000000002 25.145000000000007 157.50375000000003 335.27750000000009 658.86750000000018 380.13250000000005 14.904238000000001 133.98500000000004 273.37500000000006 302.32450000000006 119.85550000000002 421.77600000000007 8.6460000000000026 1117.4100000000001 169.99800000000002 94.544650000000004 55.44250000000001 25.989000000000001 7.7340000000000009 52.192250000000008 472.9221300000001 413.70875000000007 252.70150000000004 211.31080500000004 167.37000000000003 2022.5000000000002 2022.5000000000002 77.902470000000008 201.19500000000002 149.11750000000004 11.223500000000003 50.029250000000012 87.012500000000017 2.3107000000000002 66.795000000000016 190.63000000000002 191.37774500000003 36.905775000000013 364.96250000000003 277.77250000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 8 7 6 15 29 11 23 26 20 18 52 22 40 16 31 39 21 35 28 33 47 -3 -25 37 45 53 -8 41 32 36 -31 -1 -18 56 -5 -20 -22 55 -7 50 -41 54 -11 -6 -43 51 -49 -23 -2 -9 57 -24 -28 -17 -15 -13 -36 -54
right_child=1 2 -4 5 9 14 10 13 -10 44 -12 12 -14 19 -16 17 34 -19 25 -21 38 49 27 24 -26 -27 43 -29 -30 30 -32 -33 -34 -35 58 -37 -38 -39 -40 42 -42 46 -44 -45 -46 -47 -48 48 -50 -51 -52 -53 59 -55 -56 -57 -58 -59 -60 -61
leaf_value=-0.050640598946921911 0.35211207214092194 0.88606065750122076 7.1336019001007083 0.52585154998733452 1.2131204807281495 0.55081959834224303 0.88101707097646353 0.11540685922105215 4.3757945164044694 4.0880730000786158 3.8162607631683354 0.20139834470142517 2.3309867710247638 0.85920235840258774 3.1705205338001252 0.3594131474265686 2.4615438141822814 2.1143752201183426 0.079125960660175146 2.8100626564025881 0.1476923915056082 0.063263065893037845 0.29898980823430149 3.4773113907084747 1.5275699240161527 1.6783550156079807 1.9677325459889004 2.4771523030996323 2.4348050080684196 0.06277934753533565 2.767080104827881 1.239694777727127 1.7761860954284669 0.91679892270992969 0.59011659145355222 1.7599672552391334 0.14581547774411394 0.41720029494005512 1.3624831334749856 0.69835010858944491 1.9050890760421755 0.89773166665365534 1.7678600530788817 2.6170316750208538 2.7070373201370241 -0.075422279834747322 0.46903918564319613 1.4184112022036599 0.24759435829061729 0.49342042713426054 0.60570864996942531 0.41468390583659015 0.66806386765979586 1.2095143063863119 1.0156154223369516 0.86035434164652014 0.14381837307052178 0.68889231634140013 1.1246340002796866 1.0867436270713806
leaf_weight=88834 916 32 30 249 25 38 37 1309 36 23 20 173 32 27 30 325 20 37 1150 20 52 4353 44 34 31 26 28 20 57 33 20 38 25 39 23 27 3230 352 33 70 20 215 29 30 23 24 200 21 26 80 294 179 21 21 23 41 44 20 22 20
leaf_count=88834 916 32 30 249 25 38 37 1309 36 23 20 173 32 27 30 325 20 37 1150 20 52 4353 44 34 31 26 28 20 57 33 20 38 25 39 23 27 3230 352 33 70 20 215 29 30 23 24 200 21 26 80 294 179 21 21 23 41 44 20 22 20
internal_value=0 0.935674 3.46916 -0.0198344 0.736945 0.292711 0.625447 -0.0332996 2.6426 1.94189 1.50929 -0.0389856 0.597652 0.277828 1.75169 0.261274 0.205632 0.658303 -0.0407713 1.12921 1.25153 -0.0444558 0.215814 1.99935 2.54743 0.184219 1.4268 1.03645 1.82321 0.522167 1.30536 0.184541 0.801317 -0.0502161 1.34685 0.786179 0.173016 0.158355 0.619317 0.542444 1.01781 0.484574 1.01164 1.93786 3.39756 0.581997 0.691133 0.170371 0.770725 0.0710259 0.41373 0.151409 0.360615 0.593159 1.53835 0.41553 0.415866 0.251916 0.851436 0.872298
internal_weight=0 2241 163 101010 2078 4172 1902 96838 133 176 199 95100 266 1738 88 4084 3582 502 94834 118 179 93306 1620 97 65 1528 130 85 94 1703 78 3517 58 88873 65 98 3479 1502 85 465 58 1625 99 81 46 49 415 1535 47 4433 1210 1488 234 65 51 366 71 193 45 41
internal_count=103251 2241 163 101010 2078 4172 1902 96838 133 176 199 95100 266 1738 88 4084 3582 502 94834 118 179 93306 1620 97 65 1528 130 85 94 1703 78 3517 58 88873 65 98 3479 1502 85 465 58 1625 99 81 46 49 415 1535 47 4433 1210 1488 234 65 51 366 71 193 45 41
is_linear=0
shrinkage=0.01


Tree=25
num_leaves=53
num_cat=2
split_feature=0 1 1 5 9 3 14 16 3 0 5 3 6 12 6 14 4 9 26 9 10 11 10 9 0 1 7 8 0 0 0 7 5 5 21 7 4 5 0 26 0 24 5 9 24 8 4 3 26 7 26 12
split_gain=1.77401e+07 5.10414e+06 4.82182e+06 4.73276e+06 2.66893e+06 2.03707e+06 1.87865e+06 1.71231e+06 1.44451e+06 1.31319e+06 910350 863035 837193 708381 662700 659479 599067 627572 590589 568293 737319 566321 500209 491092 487705 546552 463505 389492 377773 355471 329846 341406 311534 307704 340134 303822 292183 288019 253430 502444 272251 247741 242897 245634 233969 226999 192586 177332 153950 120542 43621.1 43304.6
threshold=212.52070000000001 122.82375000000002 262.64538500000009 678.89998000000014 285.81500000000005 75.305437500000011 455.5750000000001 336.36115000000007 80.03670000000001 28.148500000000002 275.17750000000007 261.97000000000008 276.51600000000002 362.01900000000001 165.29860000000002 9.3975000000000026 156.17100000000002 53.732500000000009 2022.5000000000002 34.097500000000004 52.911000000000008 426.67500000000007 307.63250000000005 112.92600000000003 273.37500000000006 511.45025000000004 152.16750000000005 312.32500000000005 1077.3535000000002 59.173000000000009 29.239750000000004 93.911000000000016 161.25550000000001 99.686260000000019 106.15750000000001 361.43000000000006 160.239 30.282050000000002 29.239750000000004 2022.5000000000002 156.75900000000004 0 616.44275000000005 136.71864000000002 1 1117.4100000000001 117.54253850000002 261.97000000000008 2022.5000000000002 161.25550000000001 2022.5000000000002 8.1130000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2
left_child=1 5 3 11 19 9 8 14 13 16 22 21 18 30 29 -6 33 37 -13 20 24 28 35 -19 -4 -26 38 46 44 32 41 -32 -7 45 -35 -10 48 -18 39 -11 -40 -3 43 -12 -2 -1 -16 -31 -28 -21 -30 -20
right_child=2 6 4 -5 15 7 -8 -9 10 26 42 12 -14 -15 27 -17 17 23 51 49 -22 -23 -24 -25 25 -27 36 -29 50 47 31 -33 -34 34 -36 -37 -38 -39 40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.046979483831667113 0.69236539553085807 0.38137382429150435 0.56231199468885151 4.5260729789733887 5.1948251900672915 0.10038619268300486 3.0417874419902051 2.6620534806415952 0.57867559604294283 1.3951547858979967 1.7970259120247583 1.9952087884200247 3.0978802262819731 1.806989795623287 0.39053758363974722 2.9956932174682618 0.030715620907265172 2.279456251393194 0.09088325316407557 0.24681091194567473 3.713829236464067 2.199134357625788 2.1955219422216001 0.5757793460600078 1.4192846196644928 2.6852584467828273 1.1039870956636244 2.1045399861335756 1.0338764037841406 0.38668742312979298 0.42450669966384669 1.3035259020586427 0.59636207022490328 0.091304903721671243 1.4061529536247253 1.7985076405785301 1.7881665291672661 0.5063070513002621 0.073936181002704049 0.016166108762845396 0.33952439900522807 0.098482113352101192 1.1872274136543275 3.3282644062042239 0.36668769872729484 0.71610713176238239 1.09434928877879 1.0262954725971762 0.27672847733265016 1.2599024756749471 1.5165967780682774 0.68715406236194432
leaf_weight=90163 511 510 28 33 30 2046 28 29 284 45 22 38 26 31 114 25 609 23 29 23 22 22 23 64 73 64 31 20 39 238 294 52 135 1208 20 22 21 161 4303 64 424 825 20 20 563 39 59 53 82 24 36 21
leaf_count=90163 511 510 28 33 30 2046 28 29 284 45 22 38 26 31 114 25 609 23 29 23 22 22 23 64 73 64 31 20 39 238 294 52 135 1208 20 22 21 161 4303 64 424 825 20 20 563 39 59 53 82 24 36 21
internal_value=0 -0.0156766 1.04324 0.78674 2.21303 -0.0260015 0.468594 0.24525 0.434334 -0.0335151 0.982743 0.69071 1.5213 0.309084 0.21895 4.19522 -0.0420424 0.221119 1.0555 1.74713 1.99419 0.60985 0.773277 1.02618 1.7649 2.01069 0.124827 0.783309 0.57942 0.174888 0.281461 0.556614 0.131086 -0.0445091 0.112719 0.666376 0.704976 0.130157 0.108752 0.585473 0.0977588 0.210148 2.09426 2.52619 0.531503 -0.0466496 0.630566 0.50318 0.503676 0.764134 1.26558 0.341317
internal_weight=0 102082 1607 1318 289 99951 2131 2694 2103 97257 391 1285 114 1712 2665 55 92287 857 88 234 187 1171 329 87 165 137 4970 193 1149 2472 1681 346 2181 91430 1228 306 134 770 4836 109 4727 1335 62 42 1074 90202 173 291 113 47 75 50
internal_count=103689 102082 1607 1318 289 99951 2131 2694 2103 97257 391 1285 114 1712 2665 55 92287 857 88 234 187 1171 329 87 165 137 4970 193 1149 2472 1681 346 2181 91430 1228 306 134 770 4836 109 4727 1335 62 42 1074 90202 173 291 113 47 75 50
cat_boundaries=0 1 2
cat_threshold=283 118
is_linear=0
shrinkage=0.01


Tree=26
num_leaves=64
num_cat=2
split_feature=0 1 1 5 9 3 9 16 12 0 0 3 6 6 6 11 4 9 26 9 10 7 3 11 10 9 0 1 7 1 8 0 0 24 7 0 5 4 5 5 3 0 26 0 3 26 0 24 8 7 4 26 26 7 10 5 4 3 7 17 10 26 12
split_gain=1.73893e+07 5.00302e+06 4.72533e+06 4.63838e+06 2.61581e+06 1.99654e+06 1.79065e+06 1.67823e+06 1.3166e+06 1.28706e+06 916210 846102 908805 723108 649512 610053 587146 615084 586190 556984 722647 555404 896726 554155 534881 481319 478000 535676 454282 430301 381741 377651 348629 340847 311981 311154 304618 286369 282287 279905 272628 248386 492445 266833 245717 296230 269433 226948 226890 200051 188753 153184 150886 118143 108774 104303 86784.2 85338.7 83179.3 89002.3 65319 43374.5 37689.1
threshold=212.52070000000001 122.82375000000002 262.64538500000009 678.89998000000014 285.81500000000005 75.305437500000011 120.49750000000002 336.36115000000007 267.39720000000005 28.148500000000002 94.955000000000027 272.24748000000005 276.51600000000002 27.203999999999997 165.29860000000002 53.38750000000001 156.17100000000002 53.732500000000009 2022.5000000000002 34.097500000000004 52.911000000000008 96.060000000000016 126.29875000000003 426.67500000000007 426.12125000000009 112.92600000000003 273.37500000000006 511.45025000000004 152.16750000000005 252.70150000000004 312.32500000000005 1077.3535000000002 104.42500000000001 0 60.545700000000004 30.063000000000006 421.77600000000007 160.239 30.282050000000002 161.25550000000001 170.74000000000004 29.239750000000004 2022.5000000000002 156.75900000000004 119.66617500000002 2022.5000000000002 153.06750000000002 1 190.60000000000002 104.10250000000001 117.54253850000002 2022.5000000000002 2022.5000000000002 161.25550000000001 47.286000000000008 48.590000000000011 62.558000000000007 66.827500000000015 189.452325 137.57250000000002 63.596000000000011 2022.5000000000002 8.1130000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 11 19 9 13 14 21 16 -10 23 18 33 32 40 36 38 -13 20 26 55 35 31 -6 -19 -4 -28 41 57 50 47 39 58 -34 -23 48 52 -18 -7 49 42 -11 -43 46 -46 -35 -2 -1 -15 -16 -42 -30 -21 -38 60 -57 -17 59 -3 -8 -33 -20
right_child=2 6 4 -5 24 7 8 -9 10 28 -12 12 -14 15 30 29 17 25 62 53 -22 22 -24 -25 -26 -27 27 -29 37 -31 -32 61 34 44 -36 -37 54 -39 -40 -41 51 43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 56 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.046146095516999511 0.68557463155483789 0.032606751796513213 0.5566888781956264 4.4808123062596179 3.3782394315214721 0.1137890776421676 0.11251268486543137 2.6354329027389656 4.3679049107006618 1.3812032697465686 1.4477180589329113 1.9752566929867394 3.2411698257923125 0.23757925544024969 0.38663220442700807 0.61009112370510898 0.030408465404228622 2.2566617281540582 0.089974415353659923 0.24434280944907147 3.6766910310225054 0.19320741721561976 3.3117427544160325 2.1771429694782602 5.4080750056675502 0.570021564308554 1.405091791871476 2.658405850753188 1.0929472156878441 2.6347591011340801 2.0834946122169495 1.0235376024246217 0.35099450181015829 0.30252293026284804 1.3435353948582305 1.8263122091889381 0.27207964075783087 1.7702848930018289 0.50124400122565516 0.56759187196863115 0.71016902319590247 0.073196819652322762 0.016004445729777217 0.33612915314312253 1.4083544748604298 0.31981500658988954 1.1987349550383433 0.36468867630129276 0.15522520718100227 0.98381988084510608 1.083405825808897 1.770051870265603 0.2739611891057433 1.2473034318288168 1.0510196061134338 1.3271647245987603 0.42647405719757081 1.4945519771575928 0.58343342464417225 0.61025194014821738 0.77986331415176391 1.5014970221229502 0.65425111997127527
leaf_weight=90674 511 563 28 33 34 2170 55 29 21 45 22 38 24 164 114 24 609 23 29 23 22 28 22 22 21 64 73 64 31 26 20 39 113 807 44 20 173 21 161 145 30 4303 64 424 50 50 35 565 563 46 59 25 82 24 20 23 20 20 32 28 20 37 20
leaf_count=90674 511 563 28 33 34 2170 55 29 21 45 22 38 24 164 114 24 609 23 29 23 22 28 22 22 21 64 73 64 31 26 20 39 113 807 44 20 173 21 161 145 30 4303 64 424 50 50 35 565 563 46 59 25 82 24 20 23 20 20 32 28 20 37 20
internal_value=0 -0.0155194 1.03287 0.778953 2.1909 -0.0257415 0.463931 0.242797 1.29528 -0.0331799 2.87386 0.683886 1.5184 0.362856 0.216761 0.784514 -0.041622 0.218907 1.04315 1.72966 1.97425 0.934224 1.63992 0.604984 4.15327 1.01591 1.74725 1.99058 0.123579 1.61481 0.775476 0.57496 0.17314 0.272597 0.629159 0.873668 -0.044064 0.697927 0.128856 0.142213 0.565189 0.107664 0.579619 0.0967812 0.391282 0.864085 0.339776 0.52684 -0.0449035 0.401041 0.62426 1.19193 0.498639 0.756493 0.352799 0.515591 0.908239 1.01212 0.085489 0.059974 0.290473 1.25623 0.320291
internal_weight=0 102082 1607 1318 289 99951 2131 2694 231 97257 43 1285 111 1900 2665 335 92287 857 87 234 187 188 70 1174 55 87 165 137 4970 70 193 1152 2472 1565 157 48 91430 134 770 2315 265 4836 109 4727 942 100 842 1076 91237 210 173 55 113 47 193 118 43 44 623 591 75 76 49
internal_count=103689 102082 1607 1318 289 99951 2131 2694 231 97257 43 1285 111 1900 2665 335 92287 857 87 234 187 188 70 1174 55 87 165 137 4970 70 193 1152 2472 1565 157 48 91430 134 770 2315 265 4836 109 4727 942 100 842 1076 91237 210 173 55 113 47 193 118 43 44 623 591 75 76 49
cat_boundaries=0 1 2
cat_threshold=3968 118
is_linear=0
shrinkage=0.01


Tree=27
num_leaves=64
num_cat=15
split_feature=0 25 2 15 1 25 25 2 2 1 4 5 2 2 8 25 6 6 10 3 3 1 25 2 24 0 12 13 1 24 5 25 24 0 3 0 6 6 6 24 1 0 25 3 21 5 4 0 8 7 4 3 12 24 0 26 2 25 24 2 6 2 25
split_gain=1.70454e+07 8.59592e+06 7.27753e+06 3.88382e+06 3.34806e+06 2.82274e+06 1.6566e+06 1.68593e+06 3.94987e+06 1.56419e+06 1.47248e+06 1.42803e+06 1.3097e+06 1.16552e+06 945310 925234 881603 820206 739093 725158 703472 589434 561690 1.26052e+06 541391 494790 468709 434782 605734 431716 382159 359654 350059 503587 331722 325563 322551 314078 451189 334344 299135 280946 266729 230377 228940 218748 214381 314768 245699 203025 148084 141944 198297 140714 227076 134492 128703 111356 107921 101499 101414 78812 63632.6
threshold=212.52070000000001 0 472.9221300000001 281.73348000000004 122.82375000000002 1 2 52.029000000000003 56.547000000000004 511.45025000000004 277.77250000000009 359.92750000000007 68.749700000000004 414.53600000000012 198.35000000000005 3 143.41900000000001 200.23362600000004 109.91553750000001 888.10000000000014 514.39811750000013 884.13250000000005 4 658.86750000000018 5 14.658000000000003 450.36346000000009 38.081000000000003 169.65250000000003 6 302.32450000000006 7 8 149.11750000000004 152.51760000000004 883.10000000000014 96.060000000000016 35.941235000000006 66.245000000000019 9 48.83227500000001 219.99000000000004 10 111.55832500000001 78.047800000000009 156.52200000000002 88.76400000000001 112.50100000000002 678.89998000000014 119.8135 23.846000000000004 119.66617500000002 49.769000000000013 11 1077.3535000000002 2022.5000000000002 5.5788600000000015 12 13 39.465500000000013 43.665000000000013 180.86900000000003 14
decision_type=2 9 2 2 2 9 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 1 2 2 2 2 1 2 9 1 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 1 2 2 2 9
left_child=1 4 5 9 6 11 7 29 -9 27 26 20 15 34 40 25 -10 22 -16 24 21 35 23 30 42 51 37 28 -4 56 -14 46 33 -27 -12 -2 -26 39 -39 -6 -13 -7 -8 53 -31 49 48 -48 -17 50 -19 57 -53 54 -43 -45 -1 -3 -34 -22 -24 -62 -33
right_child=2 12 3 -5 10 41 19 8 16 -11 13 14 17 -15 18 31 -18 45 -20 -21 59 -23 60 -25 36 32 -28 -29 -30 44 -32 62 58 -35 -36 -37 -38 38 -40 -41 -42 43 -44 55 -46 -47 47 -49 -50 -51 -52 52 -54 -55 -56 -57 -58 -59 -60 -61 61 -63 -64
leaf_value=0.66666174583344007 0.86602384118144882 -0.033714433924788137 1.3761712636174384 7.0888107993386011 0.062058033040828173 1.2897385163964896 0.74559699442075644 5.0308234479029972 0.55014088587361876 4.4987253111189807 0.69379700978597003 2.2440063335277416 0.24291489624423476 3.7539245601936626 2.1531758438348771 -0.048771821866712188 2.0000356676531776 0.60321452629566197 4.8392430078415645 1.52891409023388 2.8177122220993045 2.5674325876650603 -0.017511900300601981 2.465263079272376 0.056303029367288759 0.31870706116618669 1.9161573887666066 0.51807133007049555 3.3460891003078883 0.21666660223250106 1.640453469157219 -0.073024158529207198 0.19344162269592441 1.6660993474125863 2.0675518226251008 1.64572438401691 0.34485679645323564 2.3913521639506023 0.82942775683249192 0.65327858136355943 0.7411991455004765 0.30371245134072228 0.2367244020655635 1.4069653888849112 1.2952374010086061 0.24501473164016549 0.096832280969033471 1.3420223247437251 1.0332762400309246 2.2396932821273805 1.7140866088867188 0.12610023396440073 1.070389980164667 0.064911653479812287 1.3043956376075745 0.47358126841093368 -0.059639482589868405 0.020588133860203906 0.035706559646360367 1.8619464302062989 0.14632081644875664 0.79107768719012928 -0.099768838315563727
leaf_weight=396 580 10925 37 22 134 29 105 24 236 29 39 27 903 27 20 29577 51 30 21 37 20 23 1138 27 5455 368 30 20 27 1230 20 14359 638 30 32 59 417 21 155 487 26 244 1910 26 20 22 610 21 21 20 20 303 24 309 25 38 26 5762 1359 25 70 26 24977
leaf_count=396 580 10925 37 22 134 29 105 24 236 29 39 27 903 27 20 29577 51 30 21 37 20 23 1138 27 5455 368 30 20 27 1230 20 14359 638 30 32 59 417 21 155 487 26 244 1910 26 20 22 610 21 21 20 20 303 24 309 25 38 26 5762 1359 25 70 26 24977
internal_value=0 -0.0153642 1.02261 3.24475 0.250844 0.818814 0.197354 0.455307 1.13368 2.49635 0.826439 1.21565 -0.0469872 1.98547 2.3888 -0.0530517 0.807788 0.18988 3.52897 0.13206 1.07687 0.994626 0.150918 0.332003 0.125674 0.00801095 0.689093 1.80505 2.20723 0.331849 0.273197 -0.0700795 0.142589 0.409969 1.31295 0.938015 0.0766641 0.642905 1.01579 0.537224 1.50678 0.322176 0.266792 0.283489 0.232067 1.11481 -0.0441012 0.138273 -0.0480041 1.38817 1.04756 -0.0109283 0.195406 0.220454 0.382494 0.852769 0.607517 -0.0149717 0.0868124 2.28673 0.00874754 0.320942 -0.0900271
internal_weight=0 102082 1607 135 10832 1472 9907 1983 311 113 925 801 91250 98 94 88974 287 2276 41 7924 707 662 2184 950 7887 19409 827 84 64 1672 923 69565 2395 398 71 639 5872 797 176 621 53 671 2015 642 1250 92 30229 631 29598 70 50 17014 327 578 269 64 422 16687 1997 45 1234 96 39336
internal_count=103689 102082 1607 135 10832 1472 9907 1983 311 113 925 801 91250 98 94 88974 287 2276 41 7924 707 662 2184 950 7887 19409 827 84 64 1672 923 69565 2395 398 71 639 5872 797 176 621 53 671 2015 642 1250 92 30229 631 29598 70 50 17014 327 578 269 64 422 16687 1997 45 1234 96 39336
cat_boundaries=0 6 12 17 23 29 30 31 37 38 39 43 44 50 51 57
cat_threshold=1074823168 536887298 544 171081738 262176 32 9486340 536871424 66080 33554432 8192 4096 1073774592 0 0 134348800 32 603981696 2147648032 524618 67182592 1686659092 1032 262784 688 276889600 0 8212 12288 19 73 279265284 281280656 278986896 276829184 285213762 12544 1026 1664 0 536870912 0 2 3652 603980928 2147484192 64 67108864 75513860 8 292 2185756680 35659788 151027716 2168719940 2181104264 145
is_linear=0
shrinkage=0.01


Tree=28
num_leaves=64
num_cat=10
split_feature=0 25 2 15 1 25 25 2 2 9 1 5 2 15 8 25 4 10 3 25 2 3 3 1 0 13 1 11 13 10 14 0 25 2 0 0 1 8 2 0 0 3 4 0 8 3 26 25 21 2 3 12 26 9 25 2 9 25 25 3 2 0 10
split_gain=1.67062e+07 8.42575e+06 7.13268e+06 3.80653e+06 3.28214e+06 2.76651e+06 1.62351e+06 1.65238e+06 3.87126e+06 1.55534e+06 1.53306e+06 1.39961e+06 1.28364e+06 1.01169e+06 926498 906854 743569 724385 710715 698927 1.33539e+06 689473 594394 577705 485006 426130 593680 425104 403957 505156 391532 360137 352504 343078 341400 319084 293183 287817 277861 275349 273052 225784 210115 308504 240810 208003 197308 291970 193831 159849 139120 194351 131816 116271 109143 99478.9 86201.5 81287.8 62365.8 49893.3 37277 37940.6 34700
threshold=212.52070000000001 0 472.9221300000001 281.73348000000004 122.82375000000002 1 2 52.029000000000003 56.547000000000004 166.71600000000004 511.45025000000004 359.92750000000007 68.749700000000004 238.80500000000004 198.35000000000005 3 201.55000000000004 109.91553750000001 888.10000000000014 4 749.57248000000016 514.39811750000013 285.15000000000003 884.13250000000005 14.658000000000003 38.081000000000003 169.65250000000003 2.1650000000000005 106.6405 103.11795000000002 365.50250000000005 62.558000000000007 5 512.13625000000013 149.11750000000004 883.10000000000014 48.83227500000001 1117.4100000000001 261.97000000000008 219.99000000000004 100.58300000000001 111.55832500000001 88.76400000000001 112.50100000000002 678.89998000000014 39.693700000000007 2022.5000000000002 6 61.027950000000011 749.57248000000016 119.66617500000002 49.769000000000013 2022.5000000000002 141.03750000000005 7 39.465500000000013 187.23600000000002 8 9 205.81150000000002 749.57248000000016 103.11795000000002 92.282500000000013
decision_type=2 9 2 2 2 9 9 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 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 9 9 2 2 2 2
left_child=1 4 5 10 6 11 7 34 -9 30 25 21 15 22 36 24 -10 -16 31 20 28 23 27 35 50 26 -4 -11 40 -30 33 37 42 45 48 -2 -13 -8 -33 -7 -14 56 44 -44 -17 -6 47 -26 -1 -35 54 -52 -43 -48 -3 -23 57 -41 59 -34 61 62 -21
right_child=2 12 3 -5 9 39 18 8 16 13 -12 14 19 -15 17 32 -18 -19 -20 60 -22 55 -24 -25 46 -27 -28 -29 29 -31 -32 38 58 49 -36 -37 -38 -39 -40 41 -42 52 43 -45 -46 -47 53 -49 -50 -51 51 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.29096304018699626 0.85736360792867072 -0.033377598174902677 1.3624095205358557 7.0179227048700517 0.45917247502533898 1.2768411216242561 0.10425831996028219 4.9805149521430332 0.58603215090625116 1.5731453436510316 4.4537380484876961 2.2215662334583426 0.20121850817712644 3.888999759197235 2.1316440707445143 -0.048284103434638868 2.0122063183230021 4.7908505230858216 1.513624977936616 -0.023948750376566501 2.5023675781488417 2.7895350952148439 2.8129969873428342 2.5417582768979283 0.69668979408249032 0.51289062547683717 3.3126282091493962 0.1225444737557442 0.51893470044793755 2.3619591579437258 1.9966737883431571 0.33544014594355309 -0.073058157108633448 2.1121550446464905 1.1341324303664413 1.6292671201188684 0.73378716982327974 1.2766262363252185 1.3995948114761938 0.028202943483255975 0.73538351908184241 1.3928957315591666 0.095863955533895331 1.3286021360896882 1.0229435230436779 0.83834269335034806 0.039340941376022752 0.17646917248404112 1.2815495591163637 0.86298361873626706 0.12483923108270853 1.0596860651175182 0.46884547183388159 0.58711189711093903 0.020382610183868787 1.8433269733428954 0.84720428375970758 0.28400967148774198 -0.098771549367573264 0.41472762535015739 -0.30580009051731655 0.36127934830529351 0.31643465811206445
leaf_weight=1601 580 10925 37 22 530 29 7404 24 244 58 29 27 1080 20 20 29577 43 21 37 884 28 20 25 23 116 20 27 31 58 20 21 436 14338 21 51 59 26 21 26 207 105 26 610 21 21 199 1240 999 20 20 303 24 38 40 5762 25 21 350 24977 21 42 28 31
leaf_count=1601 580 10925 37 22 530 29 7404 24 244 58 29 27 1080 20 20 29577 43 21 37 884 28 20 25 23 116 20 27 31 58 20 21 436 14338 21 51 59 26 21 26 207 105 26 610 21 21 199 1240 999 20 20 303 24 38 40 5762 25 21 350 24977 21 42 28 31
internal_value=0 -0.0152088 1.01239 3.2123 0.248351 0.81063 0.195391 0.450754 1.12234 0.818252 2.47138 1.20349 -0.0465173 1.81452 2.36491 -0.0525211 0.79971 3.49368 0.130752 0.187982 0.339689 1.0661 1.45058 0.98468 0.00793196 1.787 2.18516 1.06788 0.294433 0.991505 0.649477 0.12443 -0.069379 0.612736 0.328531 0.928635 1.49171 0.107574 0.395328 0.318964 0.24855 0.280664 -0.0436602 0.13689 -0.0475241 0.562677 0.141172 0.238422 0.303185 1.5028 -0.0108191 0.193452 0.844241 0.0564588 -0.0148221 2.26386 0.218261 0.194549 -0.0891273 -0.0722944 -0.0141598 -0.00132068 -0.0124166
internal_weight=0 102082 1607 135 10832 1472 9907 1983 311 925 113 801 91250 134 94 88974 287 41 7924 2276 1291 707 114 662 19409 84 64 89 1263 78 791 7887 69565 770 1672 639 53 7425 462 671 1185 642 30229 631 29598 729 2395 1115 1621 41 17014 327 64 1280 16687 45 578 557 39336 14359 985 943 915
internal_count=103689 102082 1607 135 10832 1472 9907 1983 311 925 113 801 91250 134 94 88974 287 41 7924 2276 1291 707 114 662 19409 84 64 89 1263 78 791 7887 69565 770 1672 639 53 7425 462 671 1185 642 30229 631 29598 729 2395 1115 1621 41 17014 327 64 1280 16687 45 578 557 39336 14359 985 943 915
cat_boundaries=0 6 12 17 23 29 35 38 44 50 56
cat_threshold=1074823168 536887298 544 171081738 262176 32 9486340 536871424 66080 33554432 8192 4096 1073774592 0 0 134348800 32 603981696 2147648032 524618 67182592 1686659092 1032 33834624 688 276889664 0 8276 12288 279265284 281280656 278986896 276829184 285213762 12544 67108864 0 8 603980928 2147484192 64 67108864 75513860 8 263168 16416 8388608 32770 4 8448 2185756680 35659788 151027716 2168719940 2181104264 145
is_linear=0
shrinkage=0.01


Tree=29
num_leaves=64
num_cat=19
split_feature=25 1 2 2 5 25 2 9 2 9 15 5 25 6 3 4 12 9 25 2 5 25 3 5 6 24 24 24 10 11 25 25 11 7 14 5 3 1 25 5 1 1 24 25 7 6 1 6 24 6 25 7 25 11 4 19 1 24 25 6 4 13 24
split_gain=1.51871e+07 1.00634e+07 3.58401e+06 3.05521e+06 3.23526e+06 2.16517e+06 1.83376e+06 1.80949e+06 1.60504e+06 1.40189e+06 1.20702e+06 1.16588e+06 985914 931355 893393 837746 864960 786983 680451 1.64067e+06 710904 651347 578009 563609 523545 468910 434137 419171 404647 376180 363117 329485 325494 317310 305676 285221 274897 268761 262269 227055 214586 208180 197968 218543 357995 166733 163131 175666 160209 158274 157508 156970 155906 146078 158882 132636 120166 113742 97074.8 87593.9 85795.5 81608.6 80806.9
threshold=0 190.85750000000002 512.13625000000013 50.853000000000009 897.08550000000014 1 56.547000000000004 166.71600000000004 68.749700000000004 356.30640000000005 172.50050000000002 392.81250000000006 2 200.23362600000004 123.21700000000001 483.06600000000009 362.01900000000001 4.4150000000000009 3 749.57248000000016 234.22 4 764.58775000000003 343.26000000000005 543.52500000000009 5 6 7 362.00600000000003 24.228750000000005 8 9 2.1650000000000005 114.61450000000001 217.21993000000001 483.06600000000009 99.686260000000019 41.632000000000012 10 616.44275000000005 85.820000000000022 352.68673250000012 11 12 107.07000000000001 43.052500000000009 198.54500000000004 11.217000000000001 13 26.705000000000002 14 3.1373300000000004 15 5.8604000000000012 5.8574160000000006 437.98500000000007 87.303500000000014 16 17 60.364000000000011 371.41875000000005 20.450400000000002 18
decision_type=9 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 9 2 2 2 1 1 1 2 2 9 9 2 2 2 2 2 2 9 2 2 2 1 9 2 2 2 2 1 2 9 2 9 2 2 2 2 1 9 2 2 2 1
left_child=1 3 7 11 5 6 -5 26 12 17 -8 21 36 18 35 16 32 23 19 20 48 22 27 41 29 38 51 -1 34 -7 39 -27 -9 53 -28 -13 42 60 -23 40 55 -4 43 44 -2 -37 47 -39 -10 -22 -42 -3 57 54 -15 -14 -54 -44 59 -20 62 -45 -38
right_child=8 2 9 4 -6 24 10 15 13 -11 -12 14 30 33 -16 -17 -18 -19 58 -21 49 25 -24 -25 -26 31 28 -29 -30 -31 -32 -33 -34 -35 -36 45 37 46 -40 -41 50 -43 52 61 -46 -47 -48 -49 -50 -51 -52 -53 56 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.25187619338498385 0.21582191055599606 0.018056237159705744 2.6808040591648647 3.4924538004047729 4.6934588489532478 0.22829011177882674 0.9028331587855527 1.7756274818439111 0.065309440173345432 4.7690471513809696 3.0267460290316879 1.4564276243658629 -0.047112865245082951 0.0013230922312608786 2.5203130328655243 3.5261432710560889 3.5747811760902404 0.75374806722005205 0.089843234778670344 3.076126188798384 2.2469979496002197 0.80828051068995266 1.511594956080119 1.4413996763229369 1.9590866565704346 -0.082621252280621504 0.89777741535234268 0.073654205131773218 2.3979214763641359 0.76902279040561272 -0.087640038561275072 0.28067234838390198 0.52334797123500276 2.0191381786515317 2.0764707880434781 0.13167482658171317 0.33100427318395687 0.59317786669731143 0.38413242234210465 0.73143566382558722 0.34646300528149249 3.9979347188132155 0.080548547615912722 0.0026212958384705769 1.5444718120211647 1.0107002381355532 0.046410607910156249 1.6753536057472229 0.35178984327697232 0.98892647702246905 0.026986575650797744 1.0061249370574952 -0.028811412655797692 1.5122030324935913 1.1369397206739946 0.57784507470972402 0.15593094440701916 -0.0098810388091097722 -0.044924383839456052 0.53497495106288362 0.77490741920471196 0.39777217290618205 0.027058851029011396
leaf_weight=1788 591 82 21 34 20 734 346 51 317 31 29 34 28460 28 32 33 20 24 452 22 20 192 30 20 20 353 507 5082 20 156 39226 838 35 30 23 71 109 40 1025 38 217 28 3034 1051 21 31 25 24 583 20 504 20 12855 20 22 34 362 2564 810 49 20 55 356
leaf_count=1788 591 82 21 34 20 734 346 51 317 31 29 34 28460 28 32 33 20 24 452 22 20 192 30 20 20 353 507 5082 20 156 39226 838 35 30 23 71 109 40 1025 38 217 28 3034 1051 21 31 25 24 583 20 504 20 12855 20 22 34 362 2564 810 49 20 55 356
internal_value=0 0.339412 1.34669 0.254505 0.70163 0.641102 1.23842 1.0989 -0.0425248 2.9274 1.06708 0.191324 -0.0493289 0.214165 1.01696 2.13477 1.7016 2.31352 0.172611 0.372799 0.313496 0.176422 0.126377 2.85604 0.355124 0.317977 0.878058 0.120512 0.983733 0.32307 -0.0677411 0.173205 1.26598 1.15868 0.948928 0.663229 0.0104341 0.226284 0.45709 -0.0410372 -0.042056 3.43345 0.00440507 0.106839 0.25721 0.39883 0.731414 0.998994 0.25552 1.61796 0.128319 0.192885 -0.00500227 0.789911 0.500994 -0.0463671 -0.0237336 0.0391862 0.0226987 0.130769 0.13359 0.0220721 0.106007
internal_weight=0 11730 915 10815 1339 1319 409 791 91959 124 375 9476 89586 2373 168 139 106 93 2273 962 940 9308 6900 69 910 2408 652 6870 550 890 68479 1191 86 100 530 136 21107 574 1217 29253 29215 49 20533 1718 612 102 89 64 900 40 721 102 18815 70 50 28494 13217 5598 1311 501 485 1106 465
internal_count=103689 11730 915 10815 1339 1319 409 791 91959 124 375 9476 89586 2373 168 139 106 93 2273 962 940 9308 6900 69 910 2408 652 6870 550 890 68479 1191 86 100 530 136 21107 574 1217 29253 29215 49 20533 1718 612 102 89 64 900 40 721 102 18815 70 50 28494 13217 5598 1311 501 485 1106 465
cat_boundaries=0 5 6 12 18 23 24 25 26 32 36 41 42 46 47 53 59 60 65 66
cat_threshold=1074823168 536887298 544 171081738 262176 32768 612370304 2151842336 524618 67182592 1686642708 1064 33571328 672 276889600 0 8212 12288 1048576 16386 544 35684352 262144 3155 640 19 270876676 277086352 278986900 276829184 285230146 12544 0 536870912 0 1179650 0 536870912 0 131072 32 1024 67109376 4194304 524618 67117056 3208 2113536 0 65536 0 64 4096 768 163840 8 73728 1611145232 32 630 2425984 16 2097216 0 65 544
is_linear=0
shrinkage=0.01


Tree=30
num_leaves=64
num_cat=7
split_feature=0 4 25 25 17 1 9 1 12 6 25 25 0 6 3 5 5 4 7 8 3 0 14 5 4 7 4 6 3 0 0 0 25 1 5 9 4 6 1 9 5 25 6 1 8 0 4 6 26 4 4 9 3 5 25 0 4 0 0 6 8 3 7
split_gain=1.76346e+07 7.50528e+06 6.95306e+06 3.91935e+06 3.39843e+06 2.55553e+06 2.94503e+06 2.14977e+06 1.87158e+06 1.24606e+06 1.22794e+06 1.02656e+06 1.0205e+06 922250 918196 1.64691e+06 831774 1.04295e+06 760356 622756 615857 598614 566628 542763 557347 503971 481797 462663 461546 447160 437414 764323 358754 339672 335129 294342 289190 291181 235746 276441 234584 202222 199190 176125 173220 174047 177035 151617 140837 163849 140029 131967 104539 101461 86291.5 130070 82541.5 81069.5 78893.5 82936.6 67942.6 58293.6 58043.3
threshold=149.11750000000004 371.41875000000005 0 1 295.45750000000004 226.32900000000004 166.71600000000004 596.10500000000013 106.0485 606.07650000000001 2 3 1438.4900000000002 126.081 68.774000000000015 421.77600000000007 287.60700000000003 547.82000000000005 152.16750000000005 1117.4100000000001 242.38250000000002 27.772570500000004 190.60000000000002 522.5150000000001 85.431000000000026 87.460600000000014 393.90000000000003 606.07650000000001 888.10000000000014 413.70875000000007 29.239750000000004 28.772400000000001 4 83.590500000000006 56.02300000000001 1.1337500000000003 201.55000000000004 106.96900000000001 41.632000000000012 149.53189650000004 616.44275000000005 5 173.40750000000003 5.0070000000000006 678.89998000000014 30.063000000000006 137.69150000000005 85.762625000000014 2022.5000000000002 85.431000000000026 30.693000000000001 36.905775000000013 17.426900000000007 51.530000000000008 6 1077.3535000000002 160.239 335.27750000000009 658.11750000000018 106.96900000000001 37.220000000000006 78.36075000000001 8.0915000000000017
decision_type=2 2 9 9 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=2 3 5 7 9 10 22 12 18 16 14 21 23 57 48 26 20 -18 -8 28 43 36 42 27 -25 41 -16 -2 34 -22 31 -23 44 53 -12 61 38 51 40 -40 -4 58 50 -3 45 60 -47 -35 52 -50 -7 -38 -1 -32 -43 -56 -34 -9 59 -5 -13 -27 -44
right_child=1 4 11 25 -6 6 8 13 -10 -11 19 32 -14 -15 15 -17 17 -19 -20 -21 29 30 -24 24 -26 35 -28 -29 -30 -31 33 -33 56 47 -36 -37 37 -39 39 -41 -42 54 62 -45 -46 46 -48 -49 49 -51 -52 -53 -54 -55 55 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.44065368829941265 0.88728224973600878 1.3657707752500261 -0.019842540559184101 0.34202061639696946 6.5274315915788916 0.56040886365147713 0.61916957781865045 1.6913182414661754 5.4179342937469483 4.5573495710463749 0.10416032814576769 -0.050070760998383756 3.1105233756355619 4.7192551050186164 0.60447237686701283 3.7190787057876591 4.6464490040865813 1.7798827350536983 3.1451559084111995 1.7090406169891359 1.4036472632573997 0.26055793785357051 2.2570276845302435 0.88415459065210256 3.1374374190620755 0.39924997018308056 2.223494320392609 2.3559115782651037 1.2137557553022336 3.4481458473205566 0.067095313107870092 2.3935231991608941 -0.088735298531601836 0.37812447742749283 0.33108197627586483 1.7452904921770096 0.14516097273582068 1.4353597892414438 0.097148386706820078 0.9528765283486782 0.93062566940601066 -0.12890026478444117 0.82951105163210914 0.27976480923593045 0.84602280096574267 0.055323952050881087 0.88901088714599608 1.0249948178397283 0.17770354925283374 0.63581822971051394 0.085289140114417447 0.96218248779123483 -0.025746187123597837 0.32260326934785682 0.14140859562978494 0.80449446770452682 0.27940638813816132 2.5710031443238255 0.93428550660610199 1.0020142155601865 0.041063261590501263 1.0399016799926759 1.5822478957176207
leaf_weight=833 859 28 20516 204 21 303 26 22 20 21 7689 25652 23 20 227 20 22 30 22 25 23 56 20 21 23 49 20 22 39 20 1455 24 38493 186 711 32 195 22 1179 39 26 108 21 32 22 1253 26 45 692 88 78 22 51 174 647 31 61 20 32 21 845 20 20
leaf_count=833 859 28 20516 204 21 303 26 22 20 21 7689 25652 23 20 227 20 22 30 22 25 23 56 20 21 23 49 20 22 39 20 1455 24 38493 186 711 32 195 22 1179 39 26 108 21 32 22 1253 26 45 692 88 78 22 51 174 647 31 61 20 32 21 845 20 20
internal_value=0 0.856773 -0.0193071 0.685902 2.72507 0.219093 0.910416 1.13656 2.8478 2.27138 0.185386 -0.0481191 1.02983 2.95184 0.41254 0.959051 1.96167 2.99266 1.77691 0.132918 1.44117 0.00802153 0.612357 0.978091 2.06201 0.275687 0.735567 0.923956 0.128407 2.35458 0.176417 0.900448 -0.0683722 0.145276 0.123368 0.95258 -0.00682489 0.339131 -0.0106247 0.124549 -0.0186395 0.212782 0.53441 0.786568 -0.0409475 -0.0416648 0.0722715 0.504138 0.327328 0.229388 0.46314 0.227993 0.413746 0.0943871 0.127161 0.169231 -0.08813 2.11022 0.452104 0.40362 -0.0471645 0.584946 1.1967
internal_weight=0 2351 101196 2154 197 10905 510 1010 68 176 10395 90291 948 62 1931 267 155 52 48 8464 103 23939 442 925 44 1144 247 881 8439 43 1940 80 66352 1860 8400 101 21999 239 21760 1218 20542 1043 422 60 27798 27776 1279 231 1664 780 381 217 884 1629 786 678 38554 42 257 225 26497 69 41
internal_count=103547 2351 101196 2154 197 10905 510 1010 68 176 10395 90291 948 62 1931 267 155 52 48 8464 103 23939 442 925 44 1144 247 881 8439 43 1940 80 66352 1860 8400 101 21999 239 21760 1218 20542 1043 422 60 27798 27776 1279 231 1664 780 381 217 884 1629 786 678 38554 42 257 225 26497 69 41
cat_boundaries=0 6 10 14 20 26 32 36
cat_threshold=1074823168 536920066 4640 171081738 262192 32 9469956 512 268501544 33554432 1073774592 0 4096 131072 335562624 2147615392 202 67186720 1611145286 5128 585433092 281280512 296288516 2424308224 360727552 8448 0 16 64 3145728 8276 256 67125248 805306496 256 32768
is_linear=0
shrinkage=0.01


Tree=31
num_leaves=64
num_cat=13
split_feature=0 2 25 4 25 4 1 9 12 3 2 25 0 25 2 26 8 7 16 0 6 24 2 5 6 14 3 24 0 25 0 0 0 1 25 10 11 6 0 4 25 2 1 7 9 8 11 3 24 24 24 0 3 3 5 8 0 4 2 13 6 5 25
split_gain=1.72835e+07 8.06366e+06 6.81469e+06 4.47055e+06 2.93411e+06 2.53413e+06 2.50467e+06 2.88642e+06 1.83434e+06 1.42578e+06 1.33336e+06 1.35614e+06 1.23488e+06 1.00938e+06 952396 2.34215e+06 801301 745225 734683 696926 680155 673905 649175 643400 602532 555352 508660 471025 463661 441004 428429 499473 853965 420423 416257 387500 387198 381913 377139 376308 355691 344602 501934 332073 326155 299873 279899 271480 247768 234994 215245 268935 207612 199547 174095 170310 157859 177488 156294 153064 127153 117112 109447
threshold=149.11750000000004 352.68673250000012 0 767.98765000000014 1 371.41875000000005 226.32900000000004 166.71600000000004 106.0485 335.00670000000008 35.150000000000013 2 316.39255000000009 3 62.336000000000006 2022.5000000000002 63.932000000000009 152.16750000000005 166.33925000000002 507.82280000000009 421.77600000000007 4 98.892500000000013 392.81250000000006 243.82689999999999 190.60000000000002 123.21700000000001 5 118.05050000000001 6 27.772570500000004 29.239750000000004 28.772400000000001 159.97720000000004 7 236.58700000000002 38.688000000000009 200.23362600000004 1077.3535000000002 123.21700000000001 8 315.17050000000006 83.590500000000006 87.460600000000014 1.1337500000000003 204.81500000000003 218.41500000000005 543.52500000000009 9 10 11 748.92250000000013 233.37814 7.7340000000000009 25.652750000000008 678.89998000000014 30.063000000000006 137.69150000000005 58.710000000000001 120.57000000000001 52.247500000000009 483.06600000000009 12
decision_type=2 2 9 2 9 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 9 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 2 2 2 2 2 9
left_child=2 4 6 9 5 20 10 25 17 19 23 14 60 22 15 -12 -11 -9 -16 33 21 36 30 27 -14 46 61 45 48 -29 47 32 -32 -3 41 -18 -2 59 -23 -22 55 42 -24 50 -45 -1 49 54 -13 -8 51 58 -33 -35 -4 56 -15 -58 -6 -36 -7 -25 -52
right_child=1 3 13 -5 43 12 7 8 -10 16 11 28 24 40 18 -17 35 -19 -20 -21 39 38 34 26 -26 -27 -28 29 -30 -31 31 52 -34 53 37 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51 62 -53 -54 -55 -56 -57 57 -59 -60 -61 -62 -63 -64
leaf_value=0.23407922745142939 0.25065969242039221 0.44354763963948124 -0.023633560446233041 6.9544613716819077 0.25099155075127078 0.65758395728468899 0.68916247415542597 0.61297789078492382 5.3637548580169678 4.7571147992060734 4.029866251223015 0.46417613029850197 2.6641896387552606 -0.047782800958744466 0.60963008604230096 0.55413485202383495 1.5167578997612001 3.1137043294039639 2.5983237476348875 2.7447014499355009 1.2572737334324764 0.95354874871823725 0.15970724980036419 1.0029341205797697 4.7339087416908958 2.234457397699356 2.1154776902993522 0.49425564318077236 1.7432209608668374 0.069422215711374649 0.25783657402221888 0.099650324169408999 2.6015327425436539 2.5465146121978761 0.094708033472582956 3.4616839808509461 1.262557012140751 1.0240113593842468 2.1823389629217296 3.0817953815460202 -0.088726949484874945 1.9832580530643464 1.988977414250374 0.44285879419561019 1.7943920033711656 0.96213215287389431 1.6836950945854188 0.77027500022541395 0.11307384114595484 0.17528151313060431 0.35799448229612846 1.3647311564854212 1.1244952125549317 1.2178960536076473 0.089403187336271395 0.8375625532323665 0.04601421953956418 0.88012075882691609 0.98354898777875033 0.8776295880170969 1.701558754827295 0.34607499684785548 0.024118879310728057
leaf_weight=2300 269 46 20216 22 248 20 215 26 20 26 33 312 39 27921 261 47 20 22 20 37 26 635 60 38 22 20 24 245 21 6346 53 1695 22 20 631 21 44 51 26 20 36643 24 20 57 26 58 20 44 595 187 114 28 20 26 1461 22 1356 26 33 26 28 95 498
leaf_count=2300 269 46 20216 22 248 20 215 26 20 26 33 312 39 27921 261 47 20 22 20 37 26 635 60 38 22 20 24 245 21 6346 53 1695 22 20 631 21 44 51 26 20 36643 24 20 57 26 58 20 44 595 187 114 28 20 26 1461 22 1356 26 33 26 28 95 498
internal_value=0 0.848199 -0.019114 2.68012 0.660971 1.00825 0.216902 0.901312 2.81932 2.20035 0.183533 0.484555 2.46647 -0.0476379 0.997601 1.98787 3.38381 1.75914 0.751174 1.58568 0.862303 0.806185 0.00743 0.140921 3.41065 0.606233 0.775542 0.129788 0.271303 0.0859389 -0.00216791 0.146534 0.945321 1.11955 0.285424 2.51294 0.380743 0.187749 0.986951 2.05054 -0.06794 0.850528 0.617025 0.257846 0.866231 0.250923 0.529066 -0.0144223 0.240214 0.471622 0.205819 0.416663 0.111602 1.79556 -0.016015 -0.0419444 -0.042619 0.0617065 0.337021 0.125691 1.26657 0.533749 0.0910671
internal_weight=0 2351 101196 218 2133 1129 10905 510 68 196 10395 1289 109 90291 361 80 67 48 281 129 1020 974 24323 9106 61 442 157 8949 928 6591 23511 1790 75 92 812 41 313 708 661 46 65968 104 80 1004 83 2358 422 21721 907 402 921 309 1715 46 21677 29325 29303 1382 281 657 48 133 612
internal_count=103547 2351 101196 218 2133 1129 10905 510 68 196 10395 1289 109 90291 361 80 67 48 281 129 1020 974 24323 9106 61 442 157 8949 928 6591 23511 1790 75 92 812 41 313 708 661 46 65968 104 80 1004 83 2358 422 21721 907 402 921 309 1715 46 21677 29325 29303 1382 281 657 48 133 612
cat_boundaries=0 6 12 13 19 20 21 25 31 37 38 39 40 45
cat_threshold=1074823168 536920066 4640 171081738 262192 32 9486340 512 268501544 33554432 0 4352 32768 335562624 2147615392 202 67186720 1879580742 5128 2945 19 1073741824 0 0 131072 0 128 8 0 0 4096 585433092 281280512 296321284 2424308224 92292096 8448 537 318 2338 262656 16 0 0 8260
is_linear=0
shrinkage=0.01


Tree=32
num_leaves=64
num_cat=13
split_feature=0 2 25 4 25 4 2 2 4 3 0 5 3 25 8 8 6 12 0 6 24 2 6 24 25 12 24 0 25 6 15 10 8 25 0 4 14 25 2 7 10 3 3 24 0 2 8 24 8 0 4 10 2 5 3 6 3 25 0 6 5 2 4
split_gain=1.69401e+07 7.90305e+06 6.68002e+06 4.38159e+06 2.87542e+06 2.4837e+06 2.17931e+06 2.4895e+06 2.07419e+06 1.39741e+06 1.21031e+06 1.18708e+06 1.78519e+06 986207 849647 785356 700223 951154 683057 666620 660494 628912 590542 520868 539839 477300 455901 411021 409254 391541 382534 379789 370417 400100 369634 368820 361139 345343 337744 325423 306817 220297 217532 210875 263583 203195 171479 169812 166379 167626 169964 165187 153184 144190 132871 124623 115959 107454 136898 102603 94862 82228.8 80904.3
threshold=149.11750000000004 352.68673250000012 0 767.98765000000014 1 371.41875000000005 54.609000000000002 56.547000000000004 483.06600000000009 335.00670000000008 316.39255000000009 392.81250000000006 108.75750000000001 2 13.486500000000001 63.932000000000009 104.02000000000001 172.78900000000002 507.82280000000009 421.77600000000007 3 98.892500000000013 243.82689999999999 4 5 671.11374000000012 6 11.555000000000001 7 200.23362600000004 197.48460000000003 236.58700000000002 204.81500000000003 8 1077.3535000000002 123.21700000000001 427.34070000000003 9 315.17050000000006 87.460600000000014 12.637500000000001 543.52500000000009 261.97000000000008 10 748.92250000000013 472.9221300000001 282.78975000000008 11 678.89998000000014 30.063000000000006 137.69150000000005 796.68750000000011 58.710000000000001 483.06600000000009 31.155100000000008 52.247500000000009 7.7340000000000009 12 384.83520000000004 91.254000000000019 31.832500000000007 152.38780000000003 160.239
decision_type=2 2 9 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 1 9 2 1 2 9 2 2 2 2 9 2 2 2 9 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=2 4 6 9 5 19 11 -8 16 18 55 23 53 21 -10 -11 26 -18 45 20 30 27 -12 32 36 -26 -9 41 38 54 -2 -17 33 -1 -22 -21 -25 48 61 43 -41 51 47 44 52 -3 -34 -29 49 -15 -51 -4 -6 -13 -30 -7 -47 58 -45 -55 -31 -23 -39
right_child=1 3 13 -5 39 10 7 8 14 15 22 12 -14 37 -16 31 17 -19 -20 35 34 28 -24 24 25 -27 -28 42 29 60 -32 -33 46 -35 -36 -37 -38 62 -40 40 -42 -43 -44 57 -46 56 -48 -49 -50 50 -52 -53 -54 59 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.46621114311671658 0.29764175198921367 0.39784134183611186 -0.020282776991860572 6.884916854771701 0.24848163708563775 0.65100812214612958 3.5075311770521367 0.51616380542324258 1.3929165249121818 4.7095435377267689 2.6375477565251861 0.99749215758124066 3.1079492753744127 -0.046193226928551219 3.7962707726160687 1.5015903258323671 0.68631154556260554 2.5892662439038681 2.717254444328514 1.2447009856884297 0.94401326081321002 0.28213429973675658 4.6865696872364389 0.25630032258391544 0.05279976536684515 1.4108989532177265 0.063460292019972608 0.17615615943574298 0.039941272590225924 0.60475632896423348 1.727056622505188 3.4270671726408461 1.5941260104519981 0.17202927333329407 2.1605155507417826 3.0509774494171142 1.6090744924545288 -0.086986149362334619 1.9634256223837534 0.51500142233712332 1.9366541699767112 0.72354303717613222 1.0373402229309081 0.22114769203688511 1.3510838454110283 1.8317664215781471 0.5930528105388988 0.023442575163403093 0.82918693369085139 0.054445480174435595 0.8713195687073928 0.82767016493755829 0.97371349074623814 0.14361580986574471 0.36869704271598558 1.6845431728554625 0.98003039421573768 0.023882438244782093 1.1150698521023705 0.87438820800781247 1.4759028364181519 0.92353969463487962 0.27748616961060002
leaf_weight=646 293 28 20115 22 248 20 29 532 38 26 39 43 32 26481 24 20 172 31 37 26 635 39 22 1486 5508 26 398 1465 491 25 20 21 28 1740 26 20 20 38510 24 63 20 40 25 93 28 33 44 1462 22 1252 26 23 33 83 164 28 31 498 21 25 25 41 61
leaf_count=646 293 28 20115 22 248 20 29 532 38 26 39 43 32 26481 24 20 172 31 37 26 635 39 22 1486 5508 26 398 1465 491 25 20 21 28 1740 26 20 20 38510 24 63 20 40 25 93 28 33 44 1462 22 1252 26 23 33 83 164 28 31 498 21 25 25 41 61
internal_value=0 0.839734 -0.018921 2.65332 0.654379 0.998165 0.214752 0.612521 0.542265 2.17834 2.4418 0.164682 0.962439 -0.0471617 2.32325 3.34998 0.444806 0.976911 1.56982 0.85368 0.798123 0.00786446 3.37654 0.149312 0.105042 0.0590737 0.328659 -0.00171806 0.281934 0.184747 0.376935 2.48781 0.274561 0.254353 0.977082 2.03004 0.272456 -0.0670126 0.842023 0.255306 0.857568 -0.0178417 0.108493 0.203802 0.412496 1.10836 0.982359 0.10056 -0.0400914 -0.0407948 0.0710642 -0.0193143 0.333651 0.507761 0.122256 1.2539 1.41921 0.0902178 0.354703 0.312776 1.04033 0.610855 -0.0863873
internal_weight=0 2351 101196 218 2133 1129 10905 1224 1195 196 109 9681 183 90291 62 67 1133 203 129 1020 974 23939 61 9498 7040 5534 930 23130 809 705 313 41 2458 2386 661 46 1506 66352 104 1004 83 20178 2952 921 309 92 72 2927 27781 27759 1278 20138 281 151 655 48 64 612 114 108 50 80 38571
internal_count=103547 2351 101196 218 2133 1129 10905 1224 1195 196 109 9681 183 90291 62 67 1133 203 129 1020 974 23939 61 9498 7040 5534 930 23130 809 705 313 41 2458 2386 661 46 1506 66352 104 1004 83 20178 2952 921 309 92 72 2927 27781 27759 1278 20138 281 151 655 48 64 612 114 108 50 80 38571
cat_boundaries=0 6 12 18 19 20 25 26 32 36 42 43 44 49
cat_threshold=1074823168 536920066 4640 171081738 262192 32 9486340 512 268501544 33554432 0 4352 335562624 2147615392 202 67186720 1611145286 5128 2945 19 1073774592 0 4096 136445952 32 377 0 128 8 0 0 4096 1081344 536870912 0 2 585433092 281280512 296288516 276824576 360727552 8448 2338 1334 262656 16 0 0 8260
is_linear=0
shrinkage=0.01


Tree=33
num_leaves=64
num_cat=15
split_feature=0 2 25 6 25 0 4 1 9 12 2 25 0 25 2 26 3 7 16 1 2 5 3 11 6 6 24 3 0 24 25 6 24 2 6 9 0 25 7 9 24 25 0 1 24 6 3 24 0 3 6 0 24 4 1 10 2 4 2 5 25 3 14
split_gain=1.6603e+07 7.74778e+06 6.54764e+06 3.97336e+06 3.16731e+06 2.75371e+06 2.48383e+06 2.44134e+06 2.80996e+06 1.79149e+06 1.27992e+06 1.32693e+06 1.01771e+06 966603 933897 2.29635e+06 827039 725761 714217 625604 616393 615600 549343 541513 519777 494610 507690 482159 453190 452380 476669 414613 406519 711381 483025 469399 402885 339392 319315 317486 242666 232177 229149 229091 220937 279448 215913 213469 256858 213200 189597 174876 166455 165113 187454 161899 150431 134367 124304 112405 106560 138627 106495
threshold=149.11750000000004 440.02900000000005 0 276.51600000000002 1 538.27200000000016 371.41875000000005 226.32900000000004 166.71600000000004 106.0485 35.150000000000013 2 316.39255000000009 3 62.336000000000006 2022.5000000000002 414.53600000000012 152.16750000000005 166.33925000000002 165.05000000000004 98.892500000000013 392.81250000000006 543.52500000000009 53.38750000000001 243.82689999999999 521.79500000000019 4 123.21700000000001 118.05050000000001 5 6 15.100500000000002 7 352.68673250000012 200.23362600000004 71.125000000000014 11.555000000000001 8 87.460600000000014 1.1337500000000003 9 10 88.222240000000014 190.85750000000002 11 177.77500000000001 543.52500000000009 12 748.92250000000013 261.97000000000008 52.247500000000009 30.063000000000006 13 137.69150000000005 180.57000000000002 796.68750000000011 58.710000000000001 130.27000000000001 658.86750000000018 483.06600000000009 14 75.305437500000011 564.6037500000001
decision_type=2 2 9 2 9 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 9 2 1 2 2 2 2 9 2 2 1 9 2 2 1 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2
left_child=2 4 7 19 6 -5 16 10 23 17 21 14 50 20 15 -12 25 -10 -16 58 36 29 -18 44 43 26 -2 59 40 41 -31 57 33 35 42 -22 46 51 47 -40 -13 -1 -34 -14 45 -9 55 48 56 52 -8 62 -38 54 -53 -4 -6 -21 -3 -23 61 -49 -15
right_child=1 3 13 5 38 -7 12 8 9 -11 11 28 24 37 18 -17 22 -19 -20 31 32 27 -24 -25 -26 -27 -28 -29 -30 30 -32 -33 34 -35 -36 -37 49 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 60 -50 -51 -52 53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.38691433320554453 0.34591434568058754 1.4777866649627687 -0.020079949659607674 3.2198937575022382 0.24599682106125742 7.8777792167663572 0.58548648153032579 0.61722197047301697 0.60192959051865802 5.2952894001007076 3.9843705282789292 0.45456047056809717 1.9412459734769969 -0.046066236079513295 0.59825083943733315 0.54278611776676589 2.9608086134592693 3.0697838679226965 2.5590494298934936 3.7309388928413392 0.21920255243394177 0.98292983833112224 1.116711522783552 1.7552003071759199 4.4033079379537829 2.067358441034953 0.90683580859649882 2.0632434570789338 1.7189467968827203 0.50007636366250385 0.066553527707497603 1.466856162029764 0.0389216023485906 2.5057010055723645 1.1473393196501631 1.9017333536148073 0.17440653980830209 -0.085723129486673405 0.43128489042583262 1.7647366409118359 0.1073890412765101 0.17247955213384153 0.73842413378696825 3.3455346361796066 0.19989985015657211 1.8310084856124151 0.71630756211280822 0.2215817565165068 1.3375729955945697 1.0269668234825136 1.8243703866402308 0.039580639176708628 0.02320974332265905 0.86260635816133946 0.88184991200764973 0.81939343079276716 0.93774933183151821 2.5856550044105164 0.50132910728454594 0.33940450497677455 0.022446074548520541 1.1375831184387206 0.54038902974897818
leaf_weight=791 266 32 20115 30 248 22 21 196 26 20 33 312 26 26750 261 47 30 22 20 20 97 38 35 37 23 30 686 24 21 255 6336 23 573 21 47 20 1465 38280 57 26 595 1567 51 21 188 21 40 95 28 25 30 1238 1462 26 27 23 36 21 22 95 503 20 31
leaf_count=791 266 32 20115 30 248 22 21 196 26 20 33 312 26 26750 261 47 30 22 20 20 97 38 35 37 23 30 686 24 21 255 6336 23 573 21 47 20 1465 38280 57 26 595 1567 51 21 188 21 40 95 28 25 30 1238 1462 26 27 23 36 21 22 95 503 20 31
internal_value=0 0.831337 -0.0187304 2.88754 0.671065 5.19054 1.02342 0.212615 0.888315 2.78075 0.179669 0.474598 2.38869 -0.0466898 0.981994 1.96244 0.875415 1.73303 0.737809 1.87266 0.00778665 0.13792 1.96783 0.59717 3.1715 0.803107 0.763267 0.758679 0.263792 0.12703 0.0840583 2.54149 0.279115 0.756196 0.167234 0.506815 -0.00170001 -0.0663425 0.252201 0.848993 0.233009 0.245743 0.0960925 2.56869 0.491375 0.70232 -0.0176633 0.201651 0.410616 0.107415 1.31424 -0.0398932 0.0995608 0.0737711 0.0575579 -0.0191212 0.333684 3.14433 1.07997 0.523269 0.088084 0.350415 -0.0453874
internal_weight=0 2351 101196 170 2181 52 1168 10905 510 68 10395 1289 121 90291 361 80 1047 48 281 118 23939 9106 65 442 70 982 952 157 928 8949 6591 64 809 138 671 117 23130 66352 1013 83 907 2358 624 47 405 217 20178 930 312 2952 51 28072 2927 1291 1265 20138 284 41 54 133 618 115 26781
internal_count=103547 2351 101196 170 2181 52 1168 10905 510 68 10395 1289 121 90291 361 80 1047 48 281 118 23939 9106 65 442 70 982 952 157 928 8949 6591 64 809 138 671 117 23130 66352 1013 83 907 2358 624 47 405 217 20178 930 312 2952 51 28072 2927 1291 1265 20138 284 41 54 133 618 115 26781
cat_boundaries=0 6 12 13 19 20 21 25 26 32 33 37 38 39 40 45
cat_threshold=1074823168 536920066 4640 171081738 262192 32 9486340 512 268501544 33554432 0 4352 32768 335562624 2147615392 202 67186720 1611145286 5128 2689 19 1073741824 0 0 134348800 1089 585433092 281280512 296288516 276825600 360727552 8448 537 1081344 536887296 0 1048578 318 2338 1334 262656 16 0 0 8260
is_linear=0
shrinkage=0.01


Tree=34
num_leaves=64
num_cat=12
split_feature=0 2 25 16 25 4 2 6 0 0 24 2 25 0 8 7 4 0 0 26 6 24 26 14 8 8 6 10 2 24 25 0 0 11 4 0 25 4 2 7 13 2 0 4 2 26 6 24 24 0 2 10 8 24 2 6 25 0 2 7 0 2 4
split_gain=1.62746e+07 7.5981e+06 6.42065e+06 4.40725e+06 2.76139e+06 2.38782e+06 2.17109e+06 1.60005e+06 1.63505e+06 2.17427e+06 1.24211e+06 2.93492e+06 1.20786e+06 1.16499e+06 1.06723e+06 942338 1.06918e+06 679414 686402 844901 643310 636865 618229 613679 598035 578615 568963 544036 505997 446480 996404 430676 427926 378049 361977 361630 359371 353536 313109 312571 319494 293101 237876 275623 234097 220310 219707 217400 202557 253181 200974 190833 164121 152882 147256 119203 103251 133769 94042.1 88827.4 71771.3 70858.2 70581.4
threshold=149.11750000000004 352.68673250000012 0 276.75750000000005 1 371.41875000000005 36.122500000000009 222.67000000000004 6.6497500000000009 62.558000000000007 2 57.868500000000004 3 316.39255000000009 401.69424000000004 148.37805150000003 208.21944900000003 28.148500000000002 29.239750000000004 2022.5000000000002 421.77600000000007 4 2022.5000000000002 678.01075000000003 239.43773250000004 901.21050000000014 143.41900000000001 362.00600000000003 883.10000000000014 5 6 58.083000000000006 335.27750000000009 38.688000000000009 123.21700000000001 1077.3535000000002 7 201.55000000000004 98.892500000000013 87.460600000000014 1.2610000000000003 749.57248000000016 33.259025000000008 137.69150000000005 72.196250000000006 2022.5000000000002 33.18075000000001 8 9 748.92250000000013 44.716000000000008 168.56750000000002 617.48075000000006 10 58.710000000000001 52.247500000000009 11 384.83520000000004 22.333736000000005 11.444000000000001 118.05050000000001 31.797350000000005 160.239
decision_type=2 2 9 2 9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 1 2 2 9 2 2 2 2 2 2
left_child=2 4 6 14 5 20 23 10 24 -10 11 -8 17 55 27 47 -17 28 19 -19 21 33 -13 25 59 29 -15 32 37 30 -1 -31 45 -2 -22 -23 42 53 51 48 61 -34 52 44 -44 -3 -40 -12 49 54 -39 -20 58 -4 -6 -7 57 -50 -14 -9 62 -41 -38
right_child=1 3 12 -5 39 13 7 8 9 -11 15 22 36 26 -16 16 -18 18 38 -21 34 35 -24 -25 -26 -27 -28 -29 -30 31 -32 -33 41 -35 -36 -37 60 50 46 40 -42 -43 43 -45 -46 -47 -48 -49 56 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=1.2036665216514042 0.23979367669228616 1.5407894594019109 -0.051211844697922081 7.0750966529846187 0.24353685325191868 0.63864316308498381 4.7941308586938041 0.24805448909452105 5.7044383242130277 1.0415319786071777 -0.028590989815561393 1.4098358116251357 -0.048658313510623045 2.4501622897035937 3.921749049877298 0.65181864288875035 3.1369762180162515 2.7509022700268289 0.10417795250842626 0.28361859086581637 1.2141526302924524 0.9248406201535323 0.24355007924816824 1.4319026301457332 2.395777965892445 1.3891389451882779 4.3945625594810203 3.2070110671997072 1.4234723197937011 0.09322935642119809 0.23192402676257998 0.5787562775204057 2.4675041267789646 1.2396640769730916 3.0035939674377445 2.1281006276951389 -0.084465219492073931 0.2272870962023735 0.25707642607083009 0.2374752989047911 1.9065553921744935 1.1535032176971436 0.032989164579300068 0.98710820170009839 0.55295018108601268 0.3460957869167986 0.9227582311914081 0.33451696898682787 0.2154399621486664 1.3241972299984521 0.92168690002881559 0.86031485887573045 0.68409370237781164 0.010732243632144554 0.954598862528801 1.6494540444974388 0.023428271365916634 1.0990862053916568 0.029859329448371334 0.98860329399108893 0.31129155506258427 0.95178934097290036 0.24532595566602855
leaf_weight=102 269 33 5269 20 248 20 21 46 20 20 275 94 25370 34 29 70 23 23 1823 35 26 635 88 39 22 39 27 25 25 4751 2451 190 58 44 20 26 40231 210 121 41 21 24 1098 34 94 29 84 414 93 28 52 34 31 16238 33 28 498 21 1623 25 46 21 65
leaf_count=102 269 33 5269 20 248 20 21 46 20 20 275 94 25370 34 29 70 23 23 1823 35 26 635 88 39 22 39 27 25 25 4751 2451 190 58 44 20 26 40231 210 121 41 21 24 1098 34 94 29 84 414 93 28 52 34 31 16238 33 28 498 21 1623 25 46 21 65
internal_value=0 0.823078 -0.0185411 2.60133 0.641335 0.978236 0.241189 0.652818 1.68235 3.37299 0.513805 1.19546 -0.0429615 2.39373 2.14944 0.317506 1.26643 0.0182351 0.189143 1.26202 0.836563 0.781986 0.845917 0.180731 0.95519 0.174253 3.3108 1.84531 0.00161856 0.167931 0.275293 0.111674 1.6089 0.368575 1.99217 0.957682 -0.0642968 -1.43243e-05 0.158965 0.250253 0.840503 2.08292 -0.0369084 0.0993157 0.0739928 0.981981 0.529844 0.19403 0.199777 0.404315 0.365107 0.118022 -0.0431022 -0.00446226 0.327042 1.22828 0.0884538 0.347716 -0.0439373 0.508811 -0.0834619 0.47942 -0.0839332
internal_weight=0 2351 101196 218 2133 1129 8690 1118 133 40 985 203 92506 109 198 782 93 23914 2120 58 1020 974 182 7572 93 7533 61 169 21794 7494 2553 4941 144 313 46 661 68592 21769 2062 1004 83 82 28250 1226 1192 62 205 689 921 309 262 1857 27024 21507 281 48 612 114 26993 71 40342 62 40296
internal_count=103547 2351 101196 218 2133 1129 8690 1118 133 40 985 203 92506 109 198 782 93 23914 2120 58 1020 974 182 7572 93 7533 61 169 21794 7494 2553 4941 144 313 46 661 68592 21769 2062 1004 83 82 28250 1226 1192 62 205 689 921 309 262 1857 27024 21507 281 48 612 114 26993 71 40342 62 40296
cat_boundaries=0 6 12 13 19 20 21 25 31 32 33 34 39
cat_threshold=1074823168 536887298 4608 171081738 262192 32 9486340 512 268501544 33554432 0 4352 24 335562624 2147648160 234 67186720 1611145284 1032 2945 83 0 536870912 0 131072 551878660 281280512 296288516 276824576 360727554 12544 3202 2338 2184 262656 16 0 0 8260
is_linear=0
shrinkage=0.01


Tree=35
num_leaves=64
num_cat=6
split_feature=0 2 1 16 4 5 2 4 4 1 6 4 2 4 12 4 3 0 0 0 2 3 5 8 5 2 24 2 4 0 6 4 0 8 24 24 24 0 10 1 24 1 2 3 11 13 1 24 8 7 4 3 2 3 2 8 4 6 11 3 5 3 7
split_gain=1.54539e+07 8.55942e+06 4.22421e+06 4.15945e+06 2.93407e+06 2.12531e+06 2.01729e+06 1.51426e+06 1.29323e+06 1.09013e+06 986479 958211 926250 881300 859566 829495 827622 692446 685751 883131 616736 587661 559346 531770 483230 420944 1.27198e+06 1.93449e+06 424995 427304 419077 406838 375722 416154 354593 329972 325718 518978 315896 309445 304644 392300 299581 283209 281327 279044 258390 242756 233380 262044 205598 205176 195164 187548 185073 167108 165556 162169 155101 118442 108473 35372.8 31711.9
threshold=212.52070000000001 512.13625000000013 96.32442850000001 129.93500000000003 266.29450000000003 287.60700000000003 50.853000000000009 257.54600000000011 4.5710000000000006 242.38250000000002 104.02000000000001 422.73350000000011 233.37814 79.530000000000015 106.0485 189.80565000000004 543.52500000000009 22.151894000000002 6.6497500000000009 9.2096700000000027 165.38000000000002 335.00670000000008 421.77600000000007 13.486500000000001 171.08800000000002 55.44250000000001 0 54.609000000000002 521.79500000000019 51.025000000000013 521.79500000000019 371.41875000000005 367.42525000000006 48.83227500000001 1 2 3 52.192250000000008 31.155100000000008 542.71780000000012 4 252.70150000000004 17.426900000000007 78.36075000000001 9.913000000000002 102.69600000000001 469.21250000000003 5 617.48075000000006 9.2450000000000028 393.90000000000003 108.75750000000001 169.99800000000002 130.27000000000001 252.70150000000004 166.61000000000004 1085.2750000000003 25.535000000000004 158.76100000000005 22.155750000000005 3.1373300000000004 65.713074000000006 30.365000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 1 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 8 9 31 13 18 -3 20 25 -7 46 17 39 45 38 48 30 -20 35 -10 34 -14 61 26 27 -8 29 -27 40 -6 -33 -34 -19 44 37 -21 56 57 41 -4 -37 60 -2 58 50 -40 53 -50 51 -9 -42 -1 -45 -38 -15 -11 -12 -41 -22 -17 -52
right_child=1 3 7 -5 5 11 10 12 21 14 15 -13 23 16 -16 24 -18 22 19 36 43 -23 -24 -25 -26 28 -28 -29 -30 -31 -32 32 33 -35 -36 42 55 -39 47 59 52 -43 -44 54 -46 -47 -48 -49 49 -51 62 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.048988406767463209 0.75887530026993721 4.1583643964819004 0.19585535977243329 7.5875832039401647 0.37087266169096295 5.3449950799942023 0.66131377127170565 0.4767919502258301 0.85433390378952023 0.9812842077995414 0.27549784455622467 2.6150220656394958 1.4939034683473649 0.082433147234948073 3.2561789594377792 2.7159909434318541 1.7430464816815925 0.24570109971927273 2.6303005731105804 0.18499559114496392 0.56312985214218503 2.8197500103917617 1.7407703194618225 3.500749327203502 0.62375265151262282 0.062950238794710428 -0.08962964348254665 3.8266974057601049 1.4180806966781618 0.41603561027533359 1.3526948421232163 0.83669332700617183 1.3299847634633384 3.2575893193199521 0.027196868706240336 0.17152033683059364 0.27334168981069018 1.1534543152674135 0.80799425473809239 1.3277197202046713 0.052054708718485991 0.78507006695990034 0.75133833889649293 2.5502511472702025 -0.0091526517434553662 1.3408572312557336 1.6586516578109176 0.12013928242268102 0.14988551057302035 1.3447932468851409 0.30983232682751072 1.7655702724910918 0.46854422258138656 0.10240577129353984 1.2061285441262382 0.84386854344400863 0.64003423066572707 0.00807936772056248 1.1396914884318476 2.3029759216308596 1.4057473208687523 2.1212405004501345 -0.20090843772888187
leaf_weight=87368 359 37 341 21 38 20 75 30 32 67 214 36 31 1671 21 20 33 890 20 83 50 29 20 23 24 2635 145 26 25 394 31 34 24 21 4298 533 447 166 110 33 1126 169 107 20 55 33 27 114 78 24 31 21 125 826 21 58 55 23 23 20 22 20 20
leaf_count=87368 359 37 341 21 38 20 75 30 32 67 214 36 31 1671 21 20 33 890 20 83 50 29 20 23 24 2635 145 26 25 394 31 34 24 21 4298 533 447 166 110 33 1126 169 107 20 55 33 27 114 78 24 31 21 125 826 21 58 55 23 23 20 22 20 20
internal_value=0 0.967079 -0.0164595 3.54882 0.762805 1.98792 -0.0271835 0.370215 2.68338 0.603568 0.204066 3.59001 1.24907 -0.0359843 1.36699 0.721953 0.17263 -0.0404085 0.307537 0.556282 0.496284 1.78871 0.0716418 2.34867 1.74554 0.15165 0.549594 1.34318 0.119595 0.108878 0.2001 1.22111 1.63008 2.22953 0.0652072 0.421012 0.501268 0.798564 0.146053 1.08955 0.17981 0.383584 0.264329 1.19838 0.641351 0.479325 0.788767 0.49936 -0.0470176 0.43104 0.558504 1.00747 0.0929275 -0.0475705 1.8618 0.332288 0.100201 0.732576 0.359365 1.69574 0.820596 2.41862 0.109542
internal_weight=0 1623 101870 119 1504 173 99121 2749 98 1331 3634 56 183 95487 164 334 1983 93504 2566 774 1167 61 5208 54 64 3300 246 101 3054 3029 1792 117 79 45 5188 1054 754 249 1950 143 1761 510 640 113 414 270 129 224 88296 102 102 51 1251 88194 41 505 1726 90 237 53 72 40 51
internal_count=103493 1623 101870 119 1504 173 99121 2749 98 1331 3634 56 183 95487 164 334 1983 93504 2566 774 1167 61 5208 54 64 3300 246 101 3054 3029 1792 117 79 45 5188 1054 754 249 1950 143 1761 510 640 113 414 270 129 224 88296 102 102 51 1251 88194 41 505 1726 90 237 53 72 40 51
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=124 1026 54 86 1043 2610
is_linear=0
shrinkage=0.01


Tree=36
num_leaves=64
num_cat=16
split_feature=0 25 25 17 25 0 24 24 8 25 3 0 0 5 6 10 4 7 0 4 6 3 4 6 0 10 24 0 7 3 6 4 4 25 24 3 25 4 0 25 25 24 7 6 3 3 0 4 10 8 25 10 15 25 6 4 3 4 0 0 25 11 8
split_gain=1.51463e+07 6.90538e+06 6.09123e+06 4.84833e+06 2.52972e+06 2.43889e+06 1.46239e+06 1.21737e+06 1.19914e+06 1.10391e+06 994609 953099 1.18676e+06 880630 801889 1.13583e+06 982344 760339 756583 749642 641631 1.20261e+06 639293 552830 500255 482355 456050 1.18733e+06 454928 339121 488013 333567 318074 372684 310454 451522 308646 306825 287322 283508 273151 272105 264392 223954 214232 205833 202800 213212 193567 178198 176259 153068 115130 103898 101473 99493.3 97127.5 95365.8 67348.5 62606.9 45514.4 37828.9 34885.8
threshold=212.52070000000001 0 1 343.48750000000007 2 335.27750000000009 3 4 1117.4100000000001 5 888.10000000000014 2.8222380000000005 11.157000000000002 552.55750000000012 200.23362600000004 192.97500000000002 16.667000000000005 255.31490000000005 25.145000000000007 449.81750000000005 543.52500000000009 60.160000000000004 15.581850000000001 160.46250000000003 52.192250000000008 255.92650000000003 6 30.551000000000005 152.16750000000005 242.38250000000002 40.50500000000001 81.524400000000014 266.29450000000003 7 8 62.443750000000009 9 104.02000000000001 228.21400000000003 10 11 12 288.97500000000008 91.254000000000019 73.777500000000018 9.2080380000000037 29.590250000000001 137.69150000000005 74.154200000000017 678.89998000000014 13 16.945 35.572800000000008 14 3.8230000000000008 9.6030000000000015 143.79350000000002 521.79500000000019 219.99000000000004 273.37500000000006 15 190.60000000000002 119.92700000000001
decision_type=2 9 9 2 9 2 1 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 1 2 9 2 2 9 9 1 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 9 2 2
left_child=1 4 3 5 7 22 29 13 10 18 20 34 -13 32 16 -16 -8 -14 31 25 24 -22 54 37 -6 38 27 -20 -29 45 -31 44 33 -1 35 -9 41 -24 55 46 52 -33 48 -36 50 -7 49 62 -28 56 -3 -42 -40 -46 59 58 -11 -34 -4 -2 -38 -41 -48
right_child=2 9 19 -5 8 6 14 11 -10 39 -12 12 17 -15 15 -17 -18 -19 26 -21 21 -23 23 -25 -26 -27 42 28 -30 30 -32 36 57 -35 43 -37 60 -39 40 61 51 -43 -44 -45 53 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.59585540898130962 0.33452414663214436 -0.03868799626122315 1.4490812507808211 5.380962563717004 0.09818864819755449 1.2951651288251407 3.0137830851426943 0.30447072505231559 2.2863711870633638 -0.051990995136047088 1.6526009116061897 2.6891960929234826 0.4468211312316428 2.9300243144035343 2.696574687442264 5.608369569324311 1.2353942638397217 1.8220522022247314 2.8437692843783986 2.1196830950180687 0.19743987539540167 3.0855333800542923 1.6142404230903176 2.3772049508775983 0.3883393042009689 1.6427064344618054 0.097997848857162326 0.20594316173617433 1.7373631719567559 2.994540496826172 1.1166992264409219 0.86680394936224514 2.122055248260498 1.2513633019583565 -0.0071812027498542952 1.307885849094391 0.14864146787939328 0.38294928598403927 0.45032752947580251 -0.085298324660394248 0.040819187740317918 0.12844613301949423 1.1579392427444457 0.5007325015114803 0.40815992143275082 0.56727317408511513 0.043708340636395483 0.82928384979565939 0.46563067807537784 0.87144009998866501 0.022881022492705801 0.74509137500416145 1.2268981343223935 0.094830947444616245 -0.1492861166308003 0.25230126426333477 0.13324984587364264 1.2109923383924697 0.77345302141375016 0.7807396598572427 -0.039563079094400211 0.32949463085694747 0.39395660992326409
leaf_weight=551 95 14502 25 33 7832 122 82 435 26 27475 43 30 319 20 37 21 50 46 22 24 46 21 34 35 643 27 2046 164 22 25 31 106 20 130 583 50 270 50 210 36432 476 112 25 102 128 57 1467 36 154 21 6836 33 21 556 31 21 286 27 36 47 235 22 29
leaf_count=551 95 14502 25 33 7832 122 82 435 26 27475 43 30 319 20 37 21 50 46 22 24 46 21 34 35 643 27 2046 164 22 25 31 106 20 130 583 50 270 50 210 36432 476 112 25 102 128 57 1467 36 154 21 6836 33 21 556 31 21 286 27 36 47 235 22 29
internal_value=0 -0.0162939 0.957408 1.61175 0.22115 1.46075 1.94418 0.514403 0.141875 -0.0448339 0.135545 0.35032 0.777282 0.848554 2.63224 3.75085 2.34015 0.620138 0.0114764 0.372533 0.127908 1.10266 0.757125 1.32129 0.120202 0.327532 0.179087 0.617246 0.387079 1.22378 1.95502 -0.00644757 0.803027 0.748114 0.209168 0.399675 0.204905 0.881329 0.284332 -0.0663897 0.222097 0.509735 0.134747 0.0674649 -0.0133864 1.06338 -0.0431948 0.0687984 0.123732 -0.049386 -0.0189707 0.084813 0.49931 0.160819 0.369056 0.845972 -0.0500826 1.59868 1.05035 0.482215 0.0619935 -0.0850247 0.0504979
internal_weight=0 101870 1623 750 10924 717 425 2313 8611 90946 8585 1565 395 748 190 58 132 365 25178 873 8542 67 292 119 8475 849 2433 208 186 235 56 22745 728 681 1170 485 723 84 822 65768 740 218 2225 685 22022 179 29314 1532 2200 27782 21338 509 231 684 173 82 27761 47 61 142 505 36454 1496
internal_count=103493 101870 1623 750 10924 717 425 2313 8611 90946 8585 1565 395 748 190 58 132 365 25178 873 8542 67 292 119 8475 849 2433 208 186 235 56 22745 728 681 1170 485 723 84 822 65768 740 218 2225 685 22022 179 29314 1532 2200 27782 21338 509 231 684 173 82 27761 47 61 142 505 36454 1496
cat_boundaries=0 5 9 14 15 16 22 23 24 25 30 36 42 43 49 54 60
cat_threshold=1074823168 536887298 4640 171081994 262176 1081344 0 544 33554432 32768 536870912 0 131072 32 1230 1098 335562624 2147648160 268501322 67112992 537419860 4136 1024 32768 21 67125376 512 0 0 8196 585433092 4194320 27820176 75264 1434455170 8448 512 537018896 65536 0 8192 4096 231 67126272 2147484192 268501056 0 68 4104 16384 32 65544 0 8192 1536 0 268501056 0 0 4096
is_linear=0
shrinkage=0.01


Tree=37
num_leaves=64
num_cat=13
split_feature=0 2 25 7 25 1 25 9 0 11 12 2 2 2 24 25 1 2 0 7 1 3 24 1 2 0 2 24 7 2 3 1 11 8 10 0 7 0 24 24 0 25 7 24 25 3 13 10 0 3 2 8 24 1 3 7 3 7 0 2 1 9 11
split_gain=1.48448e+07 8.30922e+06 6.76874e+06 3.58197e+06 2.84326e+06 2.75523e+06 1.83722e+06 1.62976e+06 1.49241e+06 1.21006e+06 1.14389e+06 1.09187e+06 1.24743e+06 2.41349e+06 1.19788e+06 1.08212e+06 1.07109e+06 860368 689864 689272 673213 673207 657160 695307 572959 512954 485210 454278 452397 446319 647178 445328 444607 440650 440021 341316 335374 412610 332149 315297 278925 277867 269962 239695 231897 213177 213041 203845 198764 196964 180900 174652 151221 134772 98626.4 95938.8 95194.6 83693.9 125447 81048.7 79148 42046 37076.1
threshold=212.52070000000001 512.13625000000013 0 371.89150000000006 1 226.32900000000004 2 166.71600000000004 367.42525000000006 364.16800000000006 209.81750000000002 36.122500000000009 60.002000000000002 52.029000000000003 3 4 511.45025000000004 96.045350000000013 3.7980000000000005 371.89150000000006 56.343250000000005 888.10000000000014 5 262.64538500000009 130.34875000000002 12.613100000000001 1070.9310000000003 6 96.060000000000016 749.57248000000016 186.72000000000003 383.83325000000008 53.38750000000001 617.48075000000006 255.92650000000003 219.99000000000004 152.16750000000005 123.504 7 8 38.102750000000007 9 108.77100000000002 10 11 54.825730000000007 4.2645000000000008 675.38900000000001 29.590250000000001 73.777500000000018 272.24748000000005 678.89998000000014 12 469.21250000000003 25.500607500000005 23.854750000000006 143.79350000000002 51.648000000000003 120.13000000000001 36.857500000000009 38.038500000000006 60.223000000000006 190.60000000000002
decision_type=2 2 9 2 9 2 9 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 1 2 9 2 1 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 16 8 6 11 27 20 22 28 14 13 -13 52 17 29 25 -14 26 38 33 54 -24 46 47 31 32 -9 30 -3 -19 42 39 35 -6 43 -38 55 -8 -16 48 -7 -27 45 -37 -22 49 51 -4 53 56 -1 -29 -10 -2 -17 60 -59 -46 -50 -40 -43
right_child=1 3 15 -5 34 7 21 10 9 -11 -12 12 18 -15 40 41 -18 19 -20 -21 24 -23 23 -25 -26 36 -28 50 -30 -31 -32 -33 -34 -35 -36 44 37 -39 61 -41 -42 62 -44 -45 59 -47 -48 -49 57 -51 -52 -53 -54 -55 -56 -57 -58 58 -60 -61 -62 -63 -64
leaf_value=0.86848350952451048 1.025577111650597 3.9102864570617677 -0.024045233634184329 6.6941414698848023 1.3305299783164057 0.74251582999054977 0.17601576379234549 0.57829337367305056 0.86965395191441419 3.4526344467611878 4.298936479091644 0.64683936965708821 0.19617915820763554 4.2120771217346196 0.066062017915335669 -0.051471087025587635 4.4763493837009776 0.19622906045938351 1.1012665310483991 2.0649294936656952 0.67896598418553666 1.4604459298623576 1.5236057995762347 2.79255408254163 2.3781866888097816 0.22029756701191491 1.8120781288146972 0.077755197717083821 2.3359300291538241 1.0247574609120687 1.3663176382780073 1.5510315113067628 2.3466899728775026 1.0740364530745974 1.6713870645605999 0.37415379577289432 0.34548766652091606 2.0006193714141847 -0.049299341329594251 0.049885702702374822 0.56383029814576735 -0.084445340505138897 1.7600901655227907 0.035909092804337656 0.056978482186794278 1.2199562464820013 1.8136944157168977 0.88486399421691897 0.020001679527560552 0.15451296527201844 1.0082250705518221 0.86272570927937819 0.4789063441274744 0.58368683631161611 0.21794355937412807 0.25829942464828493 0.13191734746619538 0.15799981953657191 1.0407090352830433 0.46038985535502436 0.23480472747704492 0.37375914127595961 0.32619969021190293
leaf_weight=302 88 20 20466 27 29 164 3424 27 69 34 20 49 172 31 934 27475 22 822 165 22 78 37 169 58 37 1095 20 144 32 30 20 25 24 47 23 173 61 20 97 4752 128 36432 31 1985 450 36 21 25 1243 637 38 21 320 83 35 20 286 69 21 56 199 31 22
leaf_count=302 88 20 20466 27 29 164 3424 27 69 34 20 49 172 31 934 27475 22 822 165 22 78 37 169 58 37 1095 20 144 32 30 20 25 24 47 23 173 61 20 97 4752 128 36432 31 1985 450 36 21 25 1243 637 38 21 320 83 35 20 286 69 21 56 199 31 22
internal_value=0 0.947834 -0.0161275 3.49157 0.746568 0.218956 0.182136 0.900451 1.18573 1.65611 2.23218 0.445571 0.905807 2.02837 0.334251 -0.0443838 2.55168 0.011368 0.639323 0.316925 0.756078 0.114451 1.47158 1.76986 1.31647 0.000189024 0.272569 0.683081 1.53159 1.94678 2.6383 0.236217 1.01596 0.108534 0.305143 0.267009 0.118999 0.754162 0.433141 0.102984 0.124881 -0.0657258 0.904284 0.102295 0.223873 0.496105 0.919666 -0.0175863 -0.0427628 -0.0186554 0.356201 -0.0488922 0.678807 0.262743 0.593282 0.808617 -0.0495818 0.0681104 0.363965 0.0996553 0.0496451 0.049308 -0.0841744
internal_weight=0 1623 101870 119 1504 10924 10361 563 737 365 79 2101 417 80 1684 90946 92 25178 337 889 372 8260 331 227 136 24289 867 484 59 70 40 847 219 8223 767 744 3161 81 236 8176 1062 65768 195 3080 715 209 99 21128 29314 21103 265 27782 622 227 104 108 27761 1532 90 506 1442 128 36454
internal_count=103493 1623 101870 119 1504 10924 10361 563 737 365 79 2101 417 80 1684 90946 92 25178 337 889 372 8260 331 227 136 24289 867 484 59 70 40 847 219 8223 767 744 3161 81 236 8176 1062 65768 195 3080 715 209 99 21128 29314 21103 265 27782 622 227 104 108 27761 1532 90 506 1442 128 36454
cat_boundaries=0 5 11 16 17 23 24 25 26 27 33 34 40 41
cat_threshold=1074823168 536887298 4640 171081994 262176 3178500 512 544 33554432 0 4096 32768 536870912 0 131072 32 1091 335562624 2147648160 268501322 67112992 537419860 4136 141 310 102 283 585433092 4194320 27820176 75264 1434455170 8448 1062 16896 536887296 65536 0 8192 256 66
is_linear=0
shrinkage=0.01


Tree=38
num_leaves=64
num_cat=17
split_feature=0 2 25 16 25 1 25 9 0 1 11 12 2 2 1 24 25 2 6 6 1 24 1 2 8 2 2 0 24 6 7 10 9 0 24 7 0 1 0 24 6 25 25 0 0 0 25 24 0 13 2 10 8 24 24 1 24 7 7 0 2 1 25
split_gain=1.45493e+07 8.14386e+06 6.63503e+06 4.03322e+06 2.78668e+06 2.73715e+06 1.7911e+06 1.57797e+06 1.46271e+06 1.18686e+06 1.18598e+06 1.12112e+06 1.06984e+06 1.22261e+06 2.38378e+06 1.17496e+06 1.06872e+06 826773 789013 753540 659816 644083 681471 561557 560053 557709 532243 473809 464682 609132 443395 431265 388153 334524 325539 319502 361696 314920 296768 296567 448215 402912 283292 273374 266294 241220 227282 224181 218328 208801 176129 169571 167203 154784 148319 136339 125634 94029.6 89550.8 144568 97149.2 82841.3 79591.3
threshold=212.52070000000001 512.13625000000013 0 129.93500000000003 1 226.32900000000004 2 166.71600000000004 367.42525000000006 511.45025000000004 364.16800000000006 209.81750000000002 36.122500000000009 60.002000000000002 1.6551500000000001 3 4 91.088000000000008 91.254000000000019 200.23362600000004 56.343250000000005 5 262.64538500000009 130.34875000000002 617.48075000000006 883.10000000000014 1070.9310000000003 12.613100000000001 6 53.105500000000006 96.060000000000016 255.92650000000003 1.1337500000000003 219.99000000000004 7 152.16750000000005 120.13000000000001 413.70875000000007 507.82280000000009 8 96.060000000000016 9 10 38.102750000000007 131.25500000000002 2.8222380000000005 11 12 29.590250000000001 4.2645000000000008 272.24748000000005 675.38900000000001 678.89998000000014 13 14 469.21250000000003 15 23.854750000000006 51.648000000000003 120.13000000000001 44.131150000000005 61.114000000000011 16
decision_type=2 2 9 2 9 2 9 2 2 2 2 2 2 2 2 1 9 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 9 9 2 2 2 9 1 2 2 2 2 2 1 1 2 1 2 2 2 2 2 9
left_child=2 4 5 9 8 6 12 28 20 25 21 30 15 14 -14 54 17 27 -15 26 34 -10 -23 49 39 38 37 51 29 44 -9 33 -21 -6 57 47 -37 -19 -3 41 -41 -8 48 -17 -7 -31 53 -29 52 -22 55 56 61 -35 -1 -30 -4 -2 60 -60 -50 -18 -48
right_child=1 3 16 -5 31 7 24 11 10 -11 -12 -13 13 18 -16 43 42 19 -20 32 23 22 -24 -25 -26 -27 -28 35 50 45 -32 -33 -34 46 -36 36 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 62 -49 58 -51 -52 -53 -54 -55 -56 -57 -58 -59 59 -61 -62 -63 -64
leaf_value=0.8600770314419881 1.0153213377703321 1.8101572116216025 -0.052883922295992883 7.4336530412946438 1.317224671023673 0.65888556633958761 0.47629622717959841 0.5725104296648944 0.58734917008824516 4.389009309698034 3.4181080851835364 4.2559471302032472 3.4175125051538151 0.35191012578232894 -0.10605535045266151 0.065401399730359716 -0.051549635269093383 0.15824132132858104 1.4660697078704834 2.33238038520813 0.67217631633465103 1.5083697334901822 2.7646285813430262 2.3544048081217586 1.2262434022691515 0.72357555618286129 1.7655502995577725 0.21572755040133515 0.076977642526229226 1.382592122554779 2.3125707226991654 1.6546731940559718 0.72798965552919792 0.77410262754985271 0.048814868477807527 0.33326870427599981 1.8721789648419336 1.4287179548740385 3.4181010046872231 0.049269053089473623 0.39326135810115953 0.13485375757116802 -0.083054882529564569 0.55819200044497852 1.7928665669759116 2.9171168163844516 0.29390615028540296 0.035477895562088108 0.026115497514064893 1.795557522489911 0.99814278564955061 0.76169803857803342 0.82351973186839711 0.17829972596250029 0.47426240778330603 0.5878066959613707 5.9823433269199767e-05 0.25571643352508544 0.15122737555879437 1.0603993921694548 0.29072844146913102 0.051375277633622568 0.018143630677715263
leaf_weight=302 88 24 6611 21 29 151 446 27 104 27 34 20 48 252 32 934 27368 797 85 25 78 169 58 37 45 25 22 1074 144 20 32 23 38 102 128 56 21 20 22 5650 406 1560 36822 128 24 21 140 1936 1323 21 38 28 22 107 320 82 13884 20 73 23 155 805 366
leaf_count=302 88 24 6611 21 29 151 446 27 104 27 34 20 48 252 32 934 27368 797 85 25 78 169 58 37 45 25 22 1074 144 20 32 23 38 102 128 56 21 20 22 5650 406 1560 36822 128 24 21 140 1936 1323 21 38 28 22 107 320 82 13884 20 73 23 155 805 366
internal_value=0 0.938356 -0.0159645 3.45665 0.739103 0.218677 0.181569 0.900224 1.17388 2.60444 1.63955 2.20986 0.441179 0.896748 2.00809 0.330988 -0.0437147 0.0127392 0.63293 0.309876 0.748517 1.45686 1.75216 1.3033 0.113604 1.92579 0.230673 0.0013927 0.68468 1.02403 1.51627 0.302092 1.36465 0.264339 0.42881 0.116899 0.752972 0.189342 2.57917 0.107535 0.0722114 0.212754 -0.0644941 0.123632 0.814403 2.16857 0.221634 0.100627 -0.0415156 0.910469 0.354797 -0.0159814 -0.0479282 0.491144 0.672232 0.262323 -0.0170438 0.800531 0.0730893 0.36905 0.0538658 -0.0486087 0.0986588
internal_weight=0 1623 101870 119 1504 10767 10208 559 737 98 365 79 2101 417 80 1684 91103 24512 337 902 372 331 227 136 8107 71 839 23610 480 216 59 767 63 744 236 3087 77 817 46 8062 6056 2006 66591 1062 175 41 715 3010 29769 99 264 20523 28195 209 622 226 20495 108 1574 96 1478 28173 506
internal_count=103493 1623 101870 119 1504 10767 10208 559 737 98 365 79 2101 417 80 1684 91103 24512 337 902 372 331 227 136 8107 71 839 23610 480 216 59 767 63 744 236 3087 77 817 46 8062 6056 2006 66591 1062 175 41 715 3010 29769 99 264 20523 28195 209 622 226 20495 108 1574 96 1478 28173 506
cat_boundaries=0 5 11 16 17 23 24 25 26 27 31 37 43 44 45 46 47 53
cat_threshold=1074823168 536887296 4640 171081994 262176 3178500 512 544 33554432 0 4096 32768 536870912 0 131072 32 1091 335562624 2147648162 268435786 67112992 537419860 4136 141 310 102 25 1074790400 0 0 3145730 581238788 4194320 27885712 75264 1434455170 8448 16896 536887296 65536 0 8192 256 1062 1434 66 2696 0 131088 64 2097152 64 8192
is_linear=0
shrinkage=0.01


Tree=39
num_leaves=64
num_cat=15
split_feature=0 25 25 11 1 1 25 0 9 12 0 24 6 3 3 12 11 4 8 3 25 18 3 1 25 24 0 7 7 24 8 6 25 7 24 4 1 12 4 6 0 0 25 3 1 8 4 7 0 25 1 9 11 0 12 24 25 3 18 24 4 4 3
split_gain=1.42632e+07 6.50498e+06 5.75009e+06 4.66577e+06 2.92281e+06 2.60385e+06 1.77949e+06 1.64084e+06 1.58962e+06 1.09881e+06 1.04522e+06 999381 1.2892e+06 1.40042e+06 915187 769187 928650 726837 676907 658877 648250 627851 591328 563536 449947 624512 893224 566267 434571 423617 423028 393688 361806 414876 288300 268582 264763 258926 257792 236424 213374 199967 197326 189852 226895 187592 187393 175391 158802 156360 156075 153414 167911 135408 172177 129326 104080 160684 99481.4 86497.5 92750.9 73128.9 68861.4
threshold=212.52070000000001 0 1 675.38900000000001 262.64538500000009 226.32900000000004 2 438.42500000000007 166.71600000000004 209.81750000000002 28.148500000000002 3 371.41875000000005 75.305437500000011 335.00670000000008 422.87500000000006 11.327 449.81750000000005 52.741000000000007 888.10000000000014 4 132.16500000000005 297.47500000000008 12.8808515 5 6 32.860500000000009 65.637375000000006 96.060000000000016 7 617.48075000000006 53.105500000000006 8 183.74925000000002 9 13.322126500000001 32.040442500000005 13.899000000000001 81.524400000000014 214.91000000000003 219.99000000000004 38.102750000000007 10 28.898400000000002 661.33164000000011 678.89998000000014 106.765 421.77600000000007 82.76560000000002 11 262.64538500000009 53.732500000000009 1.7404065000000004 228.21400000000003 15.906000000000002 12 13 117.54253850000002 11.840674000000002 14 108.75750000000001 95.658810000000017 26.311000000000003
decision_type=2 9 9 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 9 1 2 2 2 1 2 2 9 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 1 9 2 2 1 2 2 2
left_child=1 5 3 4 7 6 11 22 29 28 20 41 21 -14 23 16 18 32 -6 30 43 -13 35 -9 25 26 -12 -28 -10 31 34 50 33 53 -8 -2 -24 -33 42 48 -34 -1 45 44 47 -22 -41 -3 -27 55 -7 62 -53 -4 -55 -42 57 -45 -43 60 -31 -26 -40
right_child=2 10 17 -5 15 8 19 14 9 -11 24 12 13 -15 -16 -17 -18 -19 -20 -21 38 -23 36 -25 61 39 27 -29 -30 59 -32 37 40 -35 -36 -37 -38 -39 51 46 49 58 -44 56 -46 -47 -48 -49 -50 -51 -52 52 -54 54 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.03918573151385657 0.24919794613756047 -0.0093490877840561957 1.2339581393480301 5.9237372255325322 2.2603447565901171 1.2580732374243877 0.030182967382866927 1.9100323978287201 0.56678533059579361 4.2133876590728763 2.5850681758963545 0.50249456757945676 0.75294419688563197 4.0518883722478698 3.3875757172902428 4.1916529423257582 0.86238867860091362 2.0811619110405446 3.9566265830993657 1.4434110213614799 -0.048596072426798261 2.0426534562640719 0.96421311902148388 0.67386655973536635 -0.019475660035727756 0.070914305303459366 0.21721819198363787 1.5035601026632568 2.2894450055062769 0.36110206555018481 1.0520997324395687 2.3658538423735518 1.0848609823703765 2.046871985435486 0.14967196127129079 0.89202334410073802 2.5718787045478821 0.88684114277362824 0.01369549717483305 0.31406923128231878 0.095798142579064438 0.6318100709789678 -0.082342173311682407 0.093649206372655766 0.86316762049992879 0.92021628427505497 1.5375239898761115 0.53689437567177467 0.25050758365191145 0.0059444048919755476 0.6281758108111315 0.21902055017409786 1.176431020131478 0.34943868431067743 1.3297384603023528 0.59184419536590571 -0.042989690360185268 0.38673449641420637 -0.1441564302444458 0.057927499721790177 1.0521983560562134 0.3378293995382422 0.24700581596894836
leaf_weight=562 193 15813 25 24 109 51 3446 108 27 20 23 1344 31 22 30 23 38 24 30 37 29438 27 21 56 1966 1596 154 44 32 87 47 29 25 20 4930 98 20 20 619 31 124 95 38706 654 30 20 21 59 712 358 172 62 26 172 20 105 286 262 20 106 25 59 159
leaf_count=562 193 15813 25 24 109 51 3446 108 27 20 23 1344 31 22 30 23 38 24 30 37 29438 27 21 56 1966 1596 154 44 32 87 47 29 25 20 4930 98 20 20 619 31 124 95 38706 654 30 20 21 59 712 358 172 62 26 172 20 105 286 262 20 106 25 59 159
internal_value=0 -0.0158028 0.92909 1.56483 1.44229 0.212255 0.176943 1.05104 0.871403 2.18776 -0.0437945 0.43683 0.587857 2.12232 1.78169 2.47128 2.24772 0.360861 2.62645 0.111753 -0.0516478 0.532826 0.624095 1.48793 0.102968 0.190131 0.688592 0.503072 1.50111 0.659173 0.106036 0.91686 0.316481 0.641638 0.100727 0.465682 1.74844 1.76218 -0.0652985 0.140745 0.177183 0.115227 -0.0674862 0.0034814 -0.00567635 -0.047922 0.808157 -0.00731857 0.126317 0.141544 0.772233 0.106141 0.501892 0.541692 0.451553 0.33849 0.124664 0.175563 0.496859 0.282633 0.473122 -0.00902074 0.0613772
internal_weight=0 101870 1623 750 726 11130 10561 526 569 79 90740 2101 1424 53 194 200 177 873 139 8460 86134 1371 332 164 4606 2581 221 198 59 490 8423 272 849 237 8376 291 41 49 69030 2360 612 677 68164 17104 15902 29458 52 15872 2308 587 223 866 88 217 192 229 1202 916 115 218 112 2025 778
internal_count=103493 101870 1623 750 726 11130 10561 526 569 79 90740 2101 1424 53 194 200 177 873 139 8460 86134 1371 332 164 4606 2581 221 198 59 490 8423 272 849 237 8376 291 41 49 69030 2360 612 677 68164 17104 15902 29458 52 15872 2308 587 223 866 88 217 192 229 1202 916 115 218 112 2025 778
cat_boundaries=0 5 9 14 15 21 27 28 29 35 36 42 48 49 54 55
cat_threshold=1074823168 536887298 4640 171082026 786464 1081344 0 544 33554432 32768 536870912 0 131072 32 2464 268453760 2147648160 330 67179008 1686135890 40 100992640 512 276889674 1024 268443716 4096 1024 318 2097668 16896 65536 0 64 8192 2276 618987524 272629760 428441744 2155882496 285212804 12560 0 537002000 64 2097152 8196 4352 1956 17920 544 74 0 8192 1089
is_linear=0
shrinkage=0.01


Tree=40
num_leaves=64
num_cat=16
split_feature=25 1 10 2 2 15 3 3 9 25 3 1 25 1 7 4 25 16 26 2 7 25 2 25 4 24 25 1 25 2 1 24 18 25 1 8 8 4 4 10 2 25 9 3 24 3 4 2 3 4 8 24 10 7 1 4 2 24 3 2 4 25 2
split_gain=1.13754e+07 7.60994e+06 3.41773e+06 2.7497e+06 2.1835e+06 2.25614e+06 1.8016e+06 1.52971e+06 1.39487e+06 1.02779e+06 769493 1.008e+06 749908 686483 666704 1.42868e+06 612575 603509 592829 561869 852118 533218 529997 469580 453172 449830 528666 386884 380205 449225 368177 348182 343612 342695 336636 303242 302305 291914 274793 262598 247860 239521 239049 237390 229970 206630 160282 158211 302932 256333 157186 153574 135865 118866 113173 96674.2 90745.3 88866.1 94295.9 108352 86922.6 75292.5 56278.6
threshold=0 252.70150000000004 143.29500000000004 52.029000000000003 55.44250000000001 307.15000000000003 73.777500000000018 764.58775000000003 553.21400000000006 1 514.39811750000013 413.70875000000007 2 41.632000000000012 276.983 216.15000000000003 3 218.14250000000004 2022.5000000000002 117.51455000000003 276.983 4 364.96250000000003 5 208.21944900000003 6 7 40.059500000000007 8 261.97000000000008 542.71780000000012 9 400.32550000000009 10 41.632000000000012 127.87156050000003 248.12265000000002 4.402000000000001 422.73350000000011 796.68750000000011 190.99500000000003 11 21.649500000000003 102.14221850000001 12 261.97000000000008 195.82340000000002 31.155100000000008 152.51760000000004 22.819299999999998 678.89998000000014 13 56.384500000000003 483.06600000000009 661.33164000000011 147.65000000000003 87.323999999999998 14 335.00670000000008 156.31250000000003 22.184000000000005 15 35.150000000000013
decision_type=9 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 9 2 2 2 2 9 2 9 2 1 9 2 9 2 2 1 2 9 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 9 2
left_child=1 3 7 14 -5 12 9 16 10 19 11 -4 22 17 18 35 30 28 25 32 24 -20 -6 34 31 26 -1 -14 29 38 37 -21 39 47 46 53 52 -3 -8 44 55 -23 -32 -27 -2 -31 50 48 -15 -50 -11 -48 -36 -16 -42 -18 -49 -35 59 -59 -58 62 -25
right_child=6 2 8 4 5 -7 13 -9 -10 23 -12 -13 27 33 15 -17 40 -19 21 20 -22 41 -24 61 -26 43 -28 -29 -30 45 42 -33 -34 57 36 -37 -38 -39 -40 -41 54 -43 -44 -45 -46 -47 51 56 49 -51 -52 -53 -54 -55 -56 -57 60 58 -60 -61 -62 -63 -64
leaf_value=0.11656374676727956 -0.04770666468530764 0.61426778173735064 3.2614686054568138 2.9811309903008594 0.74130802901238679 3.1124085684617357 0.20670226408038608 3.5363497738043468 5.204628552975862 -0.035278458705792951 4.0353472319893218 0.83159964828114763 0.1887259849613788 0.60552285078167911 0.47803998857255908 2.7402924822222805 0.47904089035707365 1.8746150138378144 0.69738659488621035 0.45022598016051191 2.3770293188095093 -0.015681397007926794 1.6685771972057108 -0.061148226986583225 1.6436299531356147 0.1706153152405854 0.63594991975447157 0.81045027768239386 -0.00034835867924999647 0.61832209814162487 2.3481943605530939 -0.084097612996475168 1.0397015389529143 0.078564372382302225 0.076506552723081156 1.172917646139096 1.1671403068083304 1.6012482113673769 1.3942078857421876 0.92333581864833836 1.5246100417050448 0.16993339900179361 1.1081843876838684 0.55304050583158226 0.037493999635024804 2.0385694780349732 -0.046345199438241814 0.33932310768202245 2.6408568352460864 1.076625849983909 0.79172962271648906 0.4820997610334623 0.48344791099942969 -0.13399881428938645 0.57129462909698492 -0.18696507949829103 0.44146979136900472 0.27574034042709261 1.0800411293723367 0.99005900783538825 1.071651286661625 -0.085194001735255057 0.040137797204709093
leaf_weight=314 4189 62 31 42 309 36 759 24 23 29913 23 38 459 40 62 31 170 20 124 255 20 1909 77 13975 23 2240 601 128 1038 21 53 226 33 128 1440 39 27 58 20 32 33 1084 22 175 12905 20 107 51 20 22 23 108 87 65 20 25 33 141 22 25 65 29139 571
leaf_count=314 4189 62 31 42 309 36 759 24 23 29913 23 38 459 40 62 31 170 20 124 255 20 1909 77 13975 23 2240 601 128 1038 21 53 226 33 128 1440 39 27 58 20 32 33 1084 22 175 12905 20 107 51 20 22 23 108 87 65 20 25 33 141 22 25 65 29139 571
internal_value=0 0.35474 1.45772 0.271779 0.747062 0.654068 -0.0314957 1.07744 3.00196 -0.0385099 2.4513 1.92328 0.563111 0.237585 0.196595 0.769652 0.944226 0.146781 0.179084 0.0301011 0.352685 0.0799693 0.90289 -0.0545997 0.272354 0.27186 0.4609 0.318866 0.128182 0.287382 1.36484 0.206783 0.0202676 0.54934 -0.0252835 0.401641 0.118238 1.09131 0.23719 0.0183033 0.536825 0.0518863 1.98446 0.197509 0.016609 1.31113 -0.0326891 0.839233 1.22834 1.8215 -0.0346431 0.239374 0.0996918 0.164792 1.16487 0.393656 0.681418 0.30133 0.441373 0.383318 0.859447 -0.0758656 -0.057133
internal_weight=0 8277 582 7695 1051 1009 95498 467 115 93073 92 69 973 2425 6644 197 443 1878 6447 17683 524 3117 386 75390 504 3330 915 587 1858 820 195 481 17159 547 31705 166 1554 120 779 17126 248 2993 75 2415 17094 41 30151 231 82 42 29936 215 1527 127 53 195 149 316 188 166 98 43685 14546
internal_count=103775 8277 582 7695 1051 1009 95498 467 115 93073 92 69 973 2425 6644 197 443 1878 6447 17683 524 3117 386 75390 504 3330 915 587 1858 820 195 481 17159 547 31705 166 1554 120 779 17126 248 2993 75 2415 17094 41 30151 231 82 42 29936 215 1527 127 53 195 149 316 188 166 98 43685 14546
cat_boundaries=0 5 11 12 13 18 24 25 29 35 36 41 45 46 47 48 54
cat_threshold=1081344 536887298 4608 34734082 32 1140867840 164384 378 207716648 811024 1064 32768 32768 0 0 0 1048576 32 816120964 2420113424 285802628 268444160 343934022 12544 67 1048576 16384 0 34603008 1152 544 276889704 0 8196 12544 633 67109376 512 32 0 8192 1048576 2 512 33685504 2688 3402 2444 2185758728 43253772 10518528 2172654592 3238004865 17
is_linear=0
shrinkage=0.01


Tree=41
num_leaves=64
num_cat=12
split_feature=0 25 3 2 2 1 9 0 6 1 10 1 25 1 2 1 9 25 3 12 6 8 14 25 4 2 25 3 0 8 1 1 0 10 25 2 7 4 1 9 1 2 3 25 0 2 18 25 0 25 8 10 4 25 4 0 4 7 25 25 1 4 0
split_gain=1.30006e+07 5.78456e+06 5.36408e+06 2.14041e+06 1.9278e+06 2.90427e+06 1.89449e+06 1.84869e+06 1.61486e+06 1.78181e+06 1.45218e+06 1.20092e+06 1.16142e+06 979741 1.2398e+06 896548 852938 707651 668954 606359 546216 526904 494454 433557 414279 398711 378506 377476 333213 612479 318274 306965 286831 281765 270120 242830 392434 232880 225451 221259 295021 213407 262947 182331 279666 179378 174007 194400 168587 155812 137065 142499 134204 119894 101469 97580.8 93920.7 65404.4 53158.2 43036.6 40882 14567 12314.5
threshold=193.54350000000002 0 297.47500000000008 50.853000000000009 55.44250000000001 1.6551500000000001 523.54700000000014 883.10000000000014 119.62250000000002 469.21250000000003 400.0485000000001 41.632000000000012 1 210.63000000000002 414.53600000000012 226.32900000000004 384.29599999999999 2 117.54253850000002 166.70600000000002 360.15000000000003 1117.4100000000001 63.555000000000007 3 521.79500000000019 597.17782000000011 4 414.53600000000012 367.42525000000006 48.83227500000001 14.904238000000001 383.83325000000008 12.613100000000001 43.311250000000008 5 174.76450000000003 111.65720550000002 360.15000000000003 38.676010000000012 67.365250000000017 273.76200000000006 23.046000000000003 233.37814 6 156.75900000000004 57.868500000000004 132.16500000000005 7 52.192250000000008 8 108.77100000000002 4.6579250000000005 87.012500000000017 9 101.10426000000001 21.649500000000003 208.21944900000003 169.65250000000003 10 11 147.52500000000003 289.64010000000007 297.71250000000003
decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 9 2 2 2 9 2 2 2 2 9 9 2 2 2
left_child=1 3 6 15 5 -5 12 10 24 19 25 17 13 14 20 21 22 32 26 -10 -2 23 33 27 38 30 39 -1 45 -30 62 -32 35 -17 41 52 -37 46 -6 48 -41 55 -43 44 -34 -15 47 -14 -13 -25 53 -52 -3 54 -20 -19 58 59 -36 -28 -55 -58 -4
right_child=2 11 7 4 8 -7 -8 -9 9 -11 -12 18 37 28 -16 16 -18 34 50 -21 -22 -23 -24 49 -26 -27 57 -29 29 -31 31 -33 43 -35 56 36 -38 -39 -40 40 -42 42 -44 -45 -46 -47 -48 -49 -50 -51 51 -53 -54 60 -56 -57 61 -59 -60 -61 -62 -63 -64
leaf_value=0.08434408357629275 0.54465360339003877 -0.016875036062252938 0.86659576976299291 4.7831412491975014 0.21677495984984244 -0.11152766379443081 2.8525180709989444 4.6040538529426822 0.73325868979665165 3.9448608024915059 4.3047514426189917 0.10593184158649044 0.054375227709778214 1.6646972061606016 3.1135213270641509 0.35395383733416735 2.6417854091099331 -0.049144038905504027 0.5959295720953337 2.3313080906045851 2.1615705984288995 1.5186328874315536 2.0732035994231701 0.44857624261066165 1.5240362943013508 2.8608468704873866 0.035216534720096261 0.83983178722324658 1.5526588966535486 3.5813217739625411 2.1695975077051228 0.96523949363014927 0.13270743773683635 1.586916027367115 -0.060631920791277168 0.17875196287631989 1.6020259294055756 1.4314153740406037 0.57804488727086067 0.36062734906899863 1.5877470630949193 0.052374916964275542 0.90440497636795047 -0.061804221824168122 0.77757129096984867 0.56129499440009778 1.2404070670264107 0.40328353191914373 0.35741669246938623 0.22008719382089148 1.6845190470559257 0.62438780382275583 0.15341996241180522 0.11819237213367703 1.2670452840400466 0.03322057306010303 0.55728646847334773 0.51110686713998965 -0.085140646646703497 -0.078309928499455159 0.45584674071093079 0.20446736640930177 0.52374319596724084
leaf_weight=5126 415 17970 20 27 564 22 38 31 131 24 23 1648 228 34 21 253 21 22425 71 29 22 28 20 386 30 22 513 67 46 22 59 33 1713 20 13048 250 21 20 249 179 22 1720 37 481 70 26 21 667 318 1797 21 32 475 87 33 1537 22 22 29479 931 61 25 22
leaf_count=5126 415 17970 20 27 564 22 38 31 131 24 23 1648 228 34 21 253 21 22425 71 29 22 28 20 386 30 22 513 67 46 22 59 33 1713 20 13048 250 21 20 249 179 22 1720 37 481 70 26 21 667 318 1797 21 32 475 87 33 1537 22 22 29479 931 61 25 22
internal_value=0 -0.0153937 0.849039 0.229629 0.647721 2.58553 0.647059 2.34946 0.555265 1.40403 1.959 -0.0385309 0.591994 0.940226 0.740109 0.171638 0.695001 -0.0460738 0.132366 1.02291 0.626054 0.149442 0.55547 0.144245 0.370006 1.61315 0.0946022 0.0939105 1.72972 2.20899 1.40831 1.7376 0.00473428 0.444281 -0.061674 -0.0081235 0.289043 0.360086 0.327422 0.178097 0.494939 -0.0360468 0.0703175 0.111048 0.157143 1.18656 0.340625 0.319513 0.146609 0.26235 0.582191 1.04444 -0.0124896 0.484972 0.737925 -0.0438609 -0.0771433 -0.0298286 -0.0776552 -0.0382766 0.241072 0.369617 0.687006
internal_weight=0 102005 1770 8794 1076 49 1560 210 1027 184 179 93211 1522 586 458 7718 314 89273 3938 160 437 7404 293 7376 843 156 3633 5193 128 68 134 92 20980 273 68293 18716 271 936 813 2167 201 25719 1757 2264 1783 60 916 895 1966 2183 305 53 18445 252 104 23962 42574 1466 42527 1444 148 47 42
internal_count=103775 102005 1770 8794 1076 49 1560 210 1027 184 179 93211 1522 586 458 7718 314 89273 3938 160 437 7404 293 7376 843 156 3633 5193 128 68 134 92 20980 273 68293 18716 271 936 813 2167 201 25719 1757 2264 1783 60 916 895 1966 2183 305 53 18445 252 104 23962 42574 1466 42527 1444 148 47 42
cat_boundaries=0 5 11 17 22 28 34 39 44 49 54 60 64
cat_threshold=1074823168 536887298 4608 41058570 262176 9469952 512 512 33554432 0 4096 603997056 2147648032 524666 201392160 549904 1320 1074790400 16386 512 35684352 262144 35669640 528 10551402 9216 276832324 12288 279249924 281018368 293666948 268444160 75497542 12288 67109376 2147484160 106 0 8192 344064 16416 8388672 2203650 8388608 0 536870912 0 131072 32 512 512 32 0 8192 2185756672 34873372 2129920 2156139524 3506440321 529 80023552 33554432 268468224 16777216
is_linear=0
shrinkage=0.01


Tree=42
num_leaves=53
num_cat=4
split_feature=0 3 2 9 0 4 10 3 7 4 2 3 16 7 5 8 0 12 10 8 3 2 8 0 2 24 2 12 4 5 10 7 2 4 24 24 0 5 9 4 10 5 8 7 12 3 24 2 7 7 8 3
split_gain=1.27427e+07 5.25716e+06 3.53983e+06 1.85674e+06 1.8119e+06 1.65643e+06 1.42328e+06 1.06979e+06 943607 929093 964404 822295 711954 708791 666125 662326 661086 759351 659477 646605 530097 503065 401758 390785 390776 374014 2.73632e+06 345551 336007 324075 306150 278429 276361 247540 240359 231945 616148 228378 482527 205073 175034 311937 146084 143024 133956 167620 140925 129036 116744 90267.3 75694.5 61025.2
threshold=193.54350000000002 297.47500000000008 50.853000000000009 523.54700000000014 883.10000000000014 208.21944900000003 400.0485000000001 76.987500000000011 522.5150000000001 371.41875000000005 472.9221300000001 261.97000000000008 319.12500000000006 33.260025000000006 234.22 98.378800000000027 27.772570500000004 362.01900000000001 212.84944500000003 1117.4100000000001 7.7340000000000009 315.17050000000006 48.83227500000001 44.11675000000001 597.17782000000011 0 55.44250000000001 396.21550000000008 326.59750000000003 64.594250000000002 330.97750000000008 421.77600000000007 252.70150000000004 9.3820000000000032 1 2 29.239750000000004 198.78000000000003 27.223000000000003 223.58100000000002 198.96750000000003 45.051000000000009 295.42500000000007 156.52200000000002 24.484500000000004 242.38250000000002 3 23.812550000000002 123.45 21.649500000000003 1468.3681000000001 335.00670000000008
decision_type=2 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 1 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=2 3 7 9 6 11 24 16 15 10 27 23 13 44 48 40 19 35 33 29 -12 28 47 25 37 26 -4 34 -17 39 32 -27 -25 -15 -2 36 -18 43 -39 -1 41 -7 -31 -3 46 -46 -9 -11 51 -37 -21 -13
right_child=1 4 5 -5 -6 8 -8 12 -10 22 20 14 -14 18 -16 21 17 -19 -20 50 -22 -23 -24 30 -26 31 -28 -29 -30 42 -32 -33 -34 -35 -36 49 -38 38 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.043015048651499459 0.21434498848528838 0.83207740714473111 3.2765160480622324 2.8239928921900299 4.5580132921280399 0.042087566035310012 4.2617039124862011 0.14922198593198008 2.8526120201110845 1.5748016103108726 2.9852909668286638 0.86439927555419305 1.9025535517930985 0.19583453325385397 2.5697925416827201 0.29466282777786257 1.2155370776870034 2.0281774625778199 2.0507550570155892 0.79708482482216581 0.80974394843691866 2.9528611110505603 2.4687465547112857 0.27247243748404371 2.8322383720766413 0.080442964416701679 0.19654765113757319 1.7558593532017299 1.9694555911810503 0.077470333057088656 1.6271372127532959 0.99095644319758691 0.84625880121151997 0.74387787237955683 0.54010268798135541 0.0057157401252715357 0.13771291943907077 3.0836903769629345 1.0625804645485348 0.17666277695700214 1.4081994023323059 0.89150096245301069 0.6809883895734461 1.7412632687886558 0.17092337674108046 0.901892243429672 -0.034209522691770973 0.47890735582871868 1.1458397400701368 0.17895780088545302 1.6471073446273803 0.39211506854352501
leaf_weight=88471 348 62 31 38 31 97 23 898 25 21 24 37 24 176 20 25 55 20 28 22 21 21 34 497 22 2750 415 21 23 1842 20 34 101 155 1031 2730 1487 21 27 427 20 78 41 24 116 43 776 22 37 338 20 105
leaf_count=88471 348 62 31 38 31 97 23 898 25 21 24 37 24 176 20 25 55 20 28 22 21 21 34 497 22 2750 415 21 23 1842 20 34 101 155 1031 2730 1487 21 27 427 20 78 41 24 116 43 776 22 37 338 20 105
internal_value=0 0.840574 -0.0152394 0.640617 2.32597 0.264346 1.93941 -0.0276515 0.995754 0.586105 0.529071 0.212115 0.189559 0.170804 0.838929 0.819915 -0.0326942 0.0838637 0.577128 -0.0386361 1.97004 1.66194 1.65642 0.179699 1.59702 0.135619 0.401621 0.482754 1.09717 -0.0392101 0.410087 0.091235 0.369383 0.452471 0.463367 0.0754285 0.175022 1.39423 1.94682 -0.0419599 0.521967 0.420683 0.0906112 1.0858 0.0912239 0.368607 0.0648775 1.01411 0.645536 0.0247212 1.20186 0.515175
internal_weight=0 1770 102005 1560 210 4336 179 97669 289 1522 1445 4047 2216 2192 199 264 95453 4630 359 90823 45 69 77 3848 156 3230 446 1400 48 90781 618 2784 598 331 1379 4610 1542 134 48 88898 195 175 1883 86 1833 159 1674 43 179 3068 42 142
internal_count=103775 1770 102005 1560 210 4336 179 97669 289 1522 1445 4047 2216 2192 199 264 95453 4630 359 90823 45 69 77 3848 156 3230 446 1400 48 90781 618 2784 598 331 1379 4610 1542 134 48 88898 195 175 1883 86 1833 159 1674 43 179 3068 42 142
cat_boundaries=0 1 2 3 4
cat_threshold=9 1409 1286 880
is_linear=0
shrinkage=0.01


Tree=43
num_leaves=64
num_cat=15
split_feature=0 25 3 2 2 1 9 0 10 1 1 25 1 2 1 9 12 4 25 3 8 24 11 25 24 5 2 25 11 0 8 10 1 1 0 25 2 13 4 1 2 24 0 2 3 24 0 25 0 0 2 24 8 4 0 25 26 4 12 3 25 25 12
split_gain=1.24903e+07 5.63438e+06 5.15224e+06 2.0615e+06 1.88819e+06 2.84677e+06 1.81971e+06 1.77584e+06 1.39496e+06 1.20549e+06 1.16519e+06 1.1329e+06 954929 1.20185e+06 875105 833159 824644 980283 689775 645332 507106 489350 660008 423837 812392 425944 383000 368538 347837 325147 595159 324750 312433 300146 276192 262864 234424 274196 224911 217694 235506 204567 471907 204429 223996 196934 273877 188660 178543 177491 176925 142581 237922 129403 125762 107090 104666 91097.1 71180.9 60171.7 52266.6 50180.1 52723.3
threshold=193.54350000000002 0 297.47500000000008 50.853000000000009 55.44250000000001 1.6551500000000001 523.54700000000014 883.10000000000014 400.0485000000001 661.33164000000011 41.632000000000012 1 210.63000000000002 414.53600000000012 226.32900000000004 384.29599999999999 77.902470000000008 208.21944900000003 2 117.54253850000002 1117.4100000000001 3 22.326000000000004 4 5 392.81250000000006 597.17782000000011 6 242.583 367.42525000000006 48.83227500000001 426.12125000000009 14.904238000000001 383.83325000000008 12.613100000000001 7 174.76450000000003 37.223000000000013 360.15000000000003 413.70875000000007 6.6432485000000012 8 1077.3535000000002 65.68125000000002 261.97000000000008 9 156.75900000000004 10 80.731500000000025 62.558000000000007 57.868500000000004 11 43.932500000000005 87.012500000000017 21.825000000000006 12 2022.5000000000002 208.21944900000003 108.63300000000001 261.97000000000008 13 14 85.888000000000019
decision_type=2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 1 2 9 1 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 1 2 9 2 2 2 1 2 2 2 9 2 2 2 2 9 9 2
left_child=1 3 6 14 5 -5 11 8 26 16 18 12 13 28 20 21 31 -18 34 27 23 22 -16 25 -25 -1 32 39 -2 50 -31 -6 -4 -34 36 43 53 -38 41 49 -41 42 -13 54 -45 46 -36 -43 -23 -12 -14 52 56 -3 -20 -47 -21 60 59 -53 -37 62 -29
right_child=2 10 7 4 9 -7 -8 -9 -10 -11 19 38 29 -15 15 -17 17 -19 35 51 -22 48 -24 24 -26 -27 -28 61 -30 30 -32 -33 33 -35 45 57 37 -39 -40 40 -42 47 -44 44 -46 55 -48 -49 -50 -51 -52 58 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.082170113813563775 0.55081016471179634 -0.016402587294389388 0.66563027926853724 4.7305981855039247 0.33239319624062136 -0.11537758111953736 2.795752958310278 4.5124330545240836 4.2190869024525517 2.2933938960025184 0.11992470604380526 0.40757503177986598 1.6418044875649844 3.0633087439764113 0.76415757074115831 2.6109709112984794 0.68326542239873977 2.6238487005233764 -0.04654751663273736 1.0139883332069104 1.4911167526245117 0.042658583181816465 2.757525868654251 0.5153048833267283 0.112474002670563 0.83634343900178609 2.8039160210436043 0.020962800615363649 1.8698930613199869 1.5299436616897584 3.5297165699438615 1.4890863265991212 2.1337108881998872 0.94280641873677573 0.21403274070077083 -0.060434366319298036 0.19438181368478266 1.4110254434347151 1.4042134623527529 0.34893144494836981 1.5731354776126418 0.50973449978912089 1.8177807048797607 0.094661046673616731 1.0964817702251932 0.10720064625157565 1.1637143325805663 0.031660699180581349 0.94072855197466343 0.38460309381707242 0.54597246606762595 0.40631368139808161 1.9317514838874339 0.15081850636021088 0.04235917198431375 -0.063303628076188348 0.31816942008765969 0.36397948579585299 0.78779155456658578 -0.010330838775634765 -0.084308323542168676 -0.080658680534179891 0.54260121142864226
leaf_weight=5117 416 17970 42 27 834 22 38 31 23 38 1795 467 34 21 98 21 94 36 23235 52 28 149 20 788 1395 76 22 621 21 46 22 25 59 33 595 13938 251 20 20 55 22 104 25 753 23 1089 32 320 26 295 26 113 20 475 1708 548 37 47 33 50 28589 825 20
leaf_count=5117 416 17970 42 27 834 22 38 31 23 38 1795 467 34 21 98 21 94 36 23235 52 28 149 20 788 1395 76 22 621 21 46 22 25 59 33 595 13938 251 20 20 55 22 104 25 753 23 1089 32 320 26 295 26 113 20 475 1708 548 37 47 33 50 28589 825 20
internal_value=0 -0.0150869 0.832211 0.226734 0.63705 2.55485 0.634259 2.30271 1.92002 0.545548 -0.0379218 0.580293 0.924131 0.726494 0.169824 0.68689 0.478391 1.22066 -0.0453516 0.130414 0.147895 0.548986 1.01592 0.142796 0.259571 0.0930284 1.58105 0.0933231 0.614199 1.7035 2.17693 0.366057 1.38028 1.70654 0.00481053 -0.0607535 -0.00780644 0.284171 0.3514 0.175711 0.698704 0.332249 0.469685 -0.0354729 0.124354 0.109134 0.25838 0.157967 0.166568 0.157284 1.16694 0.572225 0.866678 -0.0120963 -0.0404595 0.0500851 0.724715 -0.0760136 0.346573 0.278509 -0.0765178 -0.029458 0.0366665
internal_weight=0 102005 1770 8794 1076 49 1560 210 179 1027 93211 1522 586 458 7718 314 989 130 89273 3938 7404 293 118 7376 2183 5193 156 3633 437 128 68 859 134 92 20980 68293 18716 271 936 2167 77 916 492 25719 776 2264 627 424 175 2090 60 305 109 18445 24943 1637 89 42574 196 163 42527 1466 641
internal_count=103775 102005 1770 8794 1076 49 1560 210 179 1027 93211 1522 586 458 7718 314 989 130 89273 3938 7404 293 118 7376 2183 5193 156 3633 437 128 68 859 134 92 20980 68293 18716 271 936 2167 77 916 492 25719 776 2264 627 424 175 2090 60 305 109 18445 24943 1637 89 42574 196 163 42527 1466 641
cat_boundaries=0 5 11 17 18 23 24 30 36 37 38 44 45 50 56 60
cat_threshold=1074823168 536887298 4608 41058570 262176 9469952 512 512 33554432 0 4096 603997056 2147648032 524666 201392160 549904 1320 1330 1074790400 16386 512 35684352 262144 1091 35669640 528 10551402 9216 276832324 12288 279249924 281018368 293666948 268444160 75497542 12288 2914 1058 0 147456 32 0 0 256 304 512 2147484160 96 0 8192 2185756672 34873372 2129920 2156139525 3506440577 657 80023556 33554464 268468224 16777216
is_linear=0
shrinkage=0.01


Tree=44
num_leaves=64
num_cat=17
split_feature=0 25 2 1 4 15 14 2 25 2 5 1 25 3 2 6 3 6 1 25 24 25 3 25 26 0 9 7 7 6 9 3 25 1 24 24 24 12 0 7 25 3 5 5 8 1 0 0 24 12 9 24 4 2 8 10 1 24 25 9 6 2 25
split_gain=1.22441e+07 5.67452e+06 4.87536e+06 2.30115e+06 2.05477e+06 2.02395e+06 1.89443e+06 1.28867e+06 1.28284e+06 2.07447e+06 1.25364e+06 1.19129e+06 993749 926459 817843 790367 1.06837e+06 576179 556390 540234 605769 806687 529380 523005 467816 415996 541411 412693 410885 382417 356246 340136 334539 401557 322117 319700 286347 379215 394922 271549 269880 263057 261162 259392 253677 227921 222889 220597 250378 177806 260455 176700 154905 225595 136362 135322 122181 120376 113273 84351.8 68232.6 60058.2 49535.9
threshold=212.52070000000001 0 512.13625000000013 119.59 266.29450000000003 65.094000000000008 455.5750000000001 49.990000000000009 1 62.336000000000006 287.60700000000003 511.45025000000004 2 414.53600000000012 66.795000000000016 177.77500000000001 285.15000000000003 328.43000000000001 542.71780000000012 3 4 5 414.53600000000012 6 2022.5000000000002 52.192250000000008 166.71600000000004 148.37805150000003 421.77600000000007 200.23362600000004 109.53250000000001 73.777500000000018 7 242.38250000000002 8 9 10 144.54600000000002 1077.3535000000002 48.675000000000004 11 2.8222380000000005 43.095000000000006 234.22 106.86250000000001 104.02000000000001 59.173000000000009 12.613100000000001 12 22.446000000000002 2.3539975000000006 13 422.73350000000011 32.163500000000006 678.89998000000014 796.68750000000011 85.820000000000022 14 15 4.0535910000000008 45.863900000000008 205.68850000000006 16
decision_type=2 9 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 9 1 9 2 9 2 2 2 2 2 2 2 2 9 2 1 1 1 2 2 2 9 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 9 2 2 2 9
left_child=1 3 4 7 12 11 15 19 9 -9 30 24 13 18 23 25 44 -12 35 20 21 -1 46 31 -4 51 -27 -11 34 32 52 47 33 43 -10 -2 -14 38 -38 -15 54 -35 -24 -16 -17 59 -21 55 -49 57 -51 -5 -6 -54 56 -3 -25 -33 -22 61 -34 -31 -42
right_child=2 14 5 6 10 -7 -8 8 28 27 17 -13 36 39 29 16 -18 -19 -20 22 58 -23 42 40 -26 26 -28 -29 -30 45 -32 49 60 41 -36 -37 37 -39 -40 -41 62 -43 -44 -45 -46 -47 -48 48 -50 50 -52 -53 53 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=1.0123808819088129 1.0067071532832252 -0.02237318959989542 2.2300842148065567 0.63291215368360287 0.22979294744031184 5.4976151784261074 3.4236501153806849 3.0494430695880546 0.5040814311490377 0.50863434084713177 4.0397143513815745 4.0696383907397591 0.071581052048164506 1.5925328636169434 0.19083532871737657 1.141920614578994 2.7614236695236629 1.97238390482389 1.9970757219526503 0.042579671596850971 -0.072113892149852324 0.28229758969455904 0.53271801805496222 -0.040332937184352463 0.42420097571152909 0.6550248746100189 2.1775816679883886 1.519067957496643 1.6063411192460493 1.140855952671596 2.1604580993835745 0.31485507665583018 -0.0075185665085157598 1.9692099805311725 0.086315257142085836 0.43540246799512439 0.36055961310576246 1.8458349323272705 1.5875882611955916 3.0856721605573383 -0.061919170679294457 0.45534561713536581 1.932258885860443 1.2453024739027023 0.11044605186111049 1.6815890667655251 0.28516388467422449 0.22302241825488456 0.0047111216026310956 1.2958166644308302 0.18487832382613537 0.22709217663755726 1.9586325626373293 0.533725989151001 0.68728399936969464 0.80068876361846919 0.098641205725750927 0.020804164818142807 0.13727202752965323 -0.0002148524197665128 0.27843254470825196 0.37516503810882568 -0.085527538287215141
leaf_weight=173 215 16435 32 150 29 24 24 44 267 211 28 24 275 29 834 64 36 26 36 6829 317 1096 40 28443 26 173 27 50 22 21 26 254 1146 22 596 285 415 20 28 21 14400 24 20 24 38 22 401 813 1465 36 51 481 20 25 26 20 647 311 1324 22 90 20 24682
leaf_count=173 215 16435 32 150 29 24 24 44 267 211 28 24 275 29 834 64 36 26 36 6829 317 1096 40 28443 26 173 27 50 22 21 26 254 1146 22 596 285 415 20 28 21 14400 24 20 24 38 22 401 813 1465 36 51 481 20 25 26 20 647 311 1324 22 90 20 24682
internal_value=0 -0.0141514 0.871833 0.186442 0.72326 2.94345 0.648279 0.146342 0.457754 1.00778 1.81653 2.19589 0.596097 0.9024 -0.041826 0.579539 1.28037 3.04433 0.796357 0.110011 0.225009 0.388965 0.0637098 -0.0466405 1.42055 0.463155 0.86057 0.702204 0.253941 0.147501 1.15352 -0.000789645 0.121373 0.266187 0.222407 0.709906 0.336099 0.488375 0.438114 2.21965 -0.0596646 1.17937 0.999232 0.220331 0.757646 0.805312 0.0560342 -0.00860477 0.0836244 0.223739 0.644577 0.337192 0.799727 1.16702 -0.0365824 -0.0213728 -0.037242 0.158938 0.0966321 0.49931 0.0131963 0.767348 -0.076847
internal_weight=0 102191 1584 12383 1478 106 993 11390 1190 305 154 82 1324 586 89808 969 138 54 536 10200 2910 1269 7290 87583 58 831 200 261 885 2225 100 19385 2140 904 863 500 738 463 443 50 68198 46 60 858 102 85 7230 18733 2278 652 87 631 74 45 29116 16455 29090 565 1641 63 1236 41 39082
internal_count=103775 102191 1584 12383 1478 106 993 11390 1190 305 154 82 1324 586 89808 969 138 54 536 10200 2910 1269 7290 87583 58 831 200 261 885 2225 100 19385 2140 904 863 500 738 463 443 50 68198 46 60 858 102 85 7230 18733 2278 652 87 631 74 45 29116 16455 29090 565 1641 63 1236 41 39082
cat_boundaries=0 5 6 11 16 17 22 28 34 35 36 37 43 44 45 46 50 56
cat_threshold=1074823168 536887298 4640 175276330 270368 32768 9469952 512 544 33554432 8192 32768 536887296 4096 5406986 32 1107 0 536870912 0 131072 32 603998080 2147648032 590298 67174400 336086020 1064 33817216 560 276889608 0 4 12288 531 46 1165 279248900 310378512 295698436 2424316928 25167954 12545 1062 50 864 0 536870912 0 131330 2185758728 5513356 32768 17043525 3221226369 528
is_linear=0
shrinkage=0.01


Tree=45
num_leaves=64
num_cat=20
split_feature=0 25 25 11 0 1 12 3 3 16 12 6 3 1 6 24 10 25 3 24 1 8 0 25 10 25 25 24 25 12 13 25 25 0 0 24 8 3 12 3 1 6 9 0 19 3 6 18 6 25 24 25 0 0 11 24 25 24 6 25 0 0 0
split_gain=1.26669e+07 5.78535e+06 4.62705e+06 4.37386e+06 2.31655e+06 1.63992e+06 1.16576e+06 1.15438e+06 1.10185e+06 1.81676e+06 927518 871130 1.25097e+06 722684 666840 629786 614649 579947 521376 494702 420845 401080 396467 393861 387696 361185 351982 324209 317985 306463 405284 303118 275468 255561 243846 243006 360329 236178 231332 222500 206888 191319 183497 180617 171400 168197 163077 159972 152353 145330 131162 129960 129949 99147.4 98311.4 96490.5 75931.2 57210.8 48861.1 40670.7 35742 166315 47535.1
threshold=131.25500000000002 0 1 675.38900000000001 438.42500000000007 165.05000000000004 218.14250000000004 297.47500000000008 75.305437500000011 336.36115000000007 283.49220000000008 183.56850000000003 126.29875000000003 511.45025000000004 54.76250000000001 2 1098.7459000000001 3 35.217375000000011 4 542.71780000000012 295.42500000000007 63.922000000000004 5 177.46054150000003 6 7 8 9 144.54600000000002 33.522000000000013 10 11 262.14225000000005 273.37500000000006 12 13.486500000000001 86.176192500000013 23.151000000000003 174.76450000000003 33.665000000000013 521.79500000000019 2.3539975000000006 109.23040000000002 100.74000000000001 233.37814 117.34700000000002 473.00715000000008 74.563750000000013 13 14 15 10.847970000000002 212.52070000000001 143.12500000000003 16 17 18 5.9782460000000013 19 219.99000000000004 181.65750000000006 883.10000000000014
decision_type=2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 1 2 2 2 9 2 9 9 1 9 2 2 9 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 1 9 1 2 9 2 2 2
left_child=2 3 5 4 7 8 23 20 17 11 13 22 -13 15 33 -6 18 19 28 44 31 -16 -10 35 46 38 29 32 47 37 -31 -2 -19 -9 -22 58 -37 51 43 -40 49 -21 53 -20 -1 -15 -25 50 -29 -30 -4 -3 -42 -39 56 -53 -27 60 -7 -59 61 -28 -62
right_child=1 26 16 -5 10 6 -8 14 9 -11 -12 12 -14 45 21 -17 -18 27 25 41 34 -23 -24 24 -26 54 57 48 40 30 -32 -33 -34 -35 -36 36 -38 42 39 -41 52 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 55 -54 -55 -56 -57 -58 59 -60 -61 62 -63 -64
leaf_value=0.41724116127228456 0.33452396981051713 -0.058982216061180481 -0.046972954951032556 4.6218478070365059 1.956032507210447 0.4568664033225413 2.3620602002408773 0.44467070609331133 0.1974417099308583 2.9509427561078754 3.3235226900047725 3.1342296050145073 0.60140255721715785 2.0302075062627378 3.3225737522494412 0.70305042281962826 1.5210072006225586 0.42919044039517723 0.14264307060980341 0.094700747614945568 0.84973749478658034 1.506202600479126 0.89723339564270443 0.062568284628996204 1.4051969930300345 0.043051405363885444 0.045129663696536773 0.028995911106984931 -0.047627121688537562 0.28531437944907412 2.0873874269922577 0.79363411005757278 0.12263233174228987 1.74077030510738 2.3401648372152577 0.76684547238333045 1.6957726821991113 0.54499653556130145 0.381585101769084 1.3153417361527682 -0.0063966057991458629 1.0583526892889115 0.13878242936627619 1.1020028319358826 1.3539398152828215 3.1668455657958989 0.95817412961613047 0.78718649215698233 0.20859408277640523 -0.077825766297650742 0.0108402196375347 0.48240122762236576 0.18034970667980407 1.3671919407627799 0.69229021883010855 0.17453770561575899 -0.080062516501913109 0.1580983426696376 0.039645073181245383 -0.061968848744529917 0.016317591758174751 0.83357076900761307 0.52880551023142686
leaf_weight=840 295 107 6739 36 104 89 36 32 806 28 36 26 78 23 31 128 25 371 1045 1088 21 20 90 268 26 1107 77 7747 28184 26 24 426 1416 29 23 212 52 22 126 32 1784 21 29 20 20 30 22 25 503 37135 9372 233 471 44 20 247 899 104 41 309 131 41 21
leaf_count=840 295 107 6739 36 104 89 36 32 806 28 36 26 78 23 31 128 25 371 1045 1088 21 20 90 268 26 1107 77 7747 28184 26 24 426 1416 29 23 212 52 22 126 32 1784 21 29 20 20 30 22 25 503 37135 9372 233 471 44 20 247 899 104 41 309 131 41 21
internal_value=0 0.680753 -0.0197803 1.17789 1.08424 0.150409 0.606509 0.818196 0.12442 0.438633 1.81108 0.368288 1.23461 1.62003 1.76639 1.37935 -0.0467536 0.0975155 -0.0472097 0.254078 0.679376 2.61027 0.267733 0.517495 0.228169 0.0770791 0.237203 0.0664825 -0.0520337 0.389306 1.15031 0.621435 0.188311 1.06085 1.62882 0.725342 0.915151 0.339223 0.2119 0.5707 -0.0615546 0.111939 0.801801 0.160659 0.433979 2.67359 0.130511 -0.0121168 0.0398976 -0.0648148 -0.0133646 0.264359 0.0326089 1.09313 -0.00532544 0.330775 -0.0123073 0.0709222 0.302047 -0.00412494 0.181764 0.31908 0.0871218
internal_weight=0 2649 100764 1234 1198 13780 746 877 13034 1028 321 1000 104 285 112 232 86984 12006 86959 1969 765 51 896 710 316 3249 1415 10037 83710 732 50 721 1787 61 44 394 264 682 1223 158 67574 1109 95 1065 860 53 290 16136 8250 65319 16111 587 2255 66 2026 480 2006 683 130 413 270 118 152
internal_count=103413 2649 100764 1234 1198 13780 746 877 13034 1028 321 1000 104 285 112 232 86984 12006 86959 1969 765 51 896 710 316 3249 1415 10037 83710 732 50 721 1787 61 44 394 264 682 1223 158 67574 1109 95 1065 860 53 290 16136 8250 65319 16111 587 2255 66 2026 480 2006 683 130 413 270 118 152
cat_boundaries=0 4 10 11 16 17 21 27 33 34 40 44 49 50 56 57 62 63 69 70 73
cat_threshold=1097728 512 552 33554432 1081856 536887298 4642 175243562 270384 32 626 32768 0 0 136445954 32 1609 32768 0 32 35651586 41960584 544 8454344 0 268435460 4096 102760960 536887312 268500992 2129920 8276 12544 3 1082148224 2151841952 344 268546560 1686651906 9216 1064960 0 512 33554432 0 536870912 512 0 262144 2242 337969156 277086736 428441604 2222981120 285212748 4377 2187 33554432 16384 0 32768 16 970 69533696 2418016260 270565376 32768 8388672 256 2092 1024 36 64
is_linear=0
shrinkage=0.01


Tree=46
num_leaves=64
num_cat=19
split_feature=0 2 25 25 6 1 7 4 12 25 2 6 24 1 24 0 1 4 1 2 24 5 6 25 2 4 7 7 5 1 0 7 2 0 25 8 1 24 2 25 24 0 25 5 0 7 1 25 5 5 2 6 4 4 9 24 1 25 0 24 25 25 24
split_gain=1.24209e+07 7.68995e+06 4.53517e+06 3.05074e+06 3.03306e+06 1.6089e+06 1.30234e+06 1.13234e+06 1.07189e+06 1.01798e+06 1.27862e+06 1.51126e+06 1.17752e+06 933461 907499 967012 785714 726746 672516 582012 544500 461595 533202 422417 1.04394e+06 425196 395254 419918 383909 365534 351792 542581 348098 741631 347947 343312 333190 322637 354653 266074 294475 247529 228098 225000 216413 214702 313874 211948 200837 193108 171395 152706 142304 137579 134459 133166 131020 117380 117038 117034 110772 103976 85978.3
threshold=131.25500000000002 512.13625000000013 0 1 543.52500000000009 111.55832500000001 130.63025000000002 449.81750000000005 218.14250000000004 2 36.122500000000009 393.73500000000007 3 352.68673250000012 4 438.42500000000007 226.32900000000004 117.54253850000002 596.10500000000013 66.795000000000016 5 326.45950000000005 303.53610000000003 6 658.86750000000018 223.58100000000002 394.58800000000002 522.5150000000001 234.22 87.303500000000014 594.30750000000012 178.32800000000003 658.86750000000018 354.51980000000003 7 149.30750000000003 2.6612500000000003 8 108.75750000000001 9 10 316.39255000000009 11 87.541200000000018 103.11795000000002 86.001500000000007 87.303500000000014 12 779.2410000000001 171.08800000000002 261.97000000000008 52.247500000000009 266.29450000000003 137.69150000000005 39.725000000000009 13 48.83227500000001 14 212.52070000000001 15 16 17 18
decision_type=2 2 9 9 2 2 2 2 2 9 2 2 1 2 1 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 9 1 2 9 2 2 2 2 9 2 2 2 2 2 2 2 1 2 9 2 1 9 9 1
left_child=2 3 5 6 18 9 14 8 39 10 20 12 -12 -9 28 29 -10 30 32 34 51 35 -23 24 25 49 37 -28 50 -16 31 -8 33 -3 56 -19 -17 38 -11 40 -7 -34 48 -39 52 47 -47 58 53 -21 -2 -1 61 -36 -29 -41 59 -58 -5 -4 -61 -25 -60
right_child=1 4 19 45 -6 7 17 13 16 26 11 -13 -14 -15 15 36 -18 21 -20 23 -22 22 -24 44 -26 -27 27 54 -30 -31 -32 -33 41 -35 42 -37 -38 43 -40 55 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 57 -59 62 60 -62 -63 -64
leaf_value=0.40925526371910403 0.16053529240600883 1.1810026173591615 -0.053881887833363493 0.14602065209218343 6.5734366776943203 0.76715653802978867 2.0035959285736085 0.4730106829404831 0.78572421092987055 0.14419531696603444 1.4052786416801619 3.4899041899612975 0.14936508247889385 3.3714841873168946 0.60980088400806109 2.2214472182818823 3.4449401569366458 0.88092941377969358 3.7821536531815161 0.15086241041575418 0.078075681410065031 4.0729958521752136 1.9306066619432889 0.085260836049489405 2.5894384892213913 1.6815750748770577 1.5081096484722236 -0.042460218465553139 1.2361683399123806 1.2069821986351927 2.1730013288770405 0.2840984518286111 2.2214791126251221 3.7883545811971029 -0.043782755258353297 2.2400062247892705 1.2310844665585143 0.027457470009349425 0.71873301678470203 0.031239271989957556 0.23382594003460624 0.76488251038960042 -0.077490374550253913 0.24641532209989969 0.84972962682897391 0.36127476839642775 1.7692394733428956 0.054662669797604695 0.83754399593059836 1.0304823590207983 1.0740649394555526 0.92067580649798575 0.75117264217800572 0.15901589867631361 0.90304341906592955 0.38466271208765185 0.2023520429903698 -0.063065097805053469 0.66362852491245217 -0.013460466061813352 0.064022240126048735 -0.08121210229389679 0.23728212238169039
leaf_weight=506 309 20 5113 184 20 277 25 20 25 2639 129 21 183 25 344 70 20 34 26 330 1077 21 26 928 21 21 39 53 42 146 21 69 20 24 32487 41 66 7420 112 244 210 28 35955 501 33 76 20 733 26 27 22 66 27 338 21 192 518 242 125 7906 2396 616 137
leaf_count=506 309 20 5113 184 20 277 25 20 25 2639 129 21 183 25 344 70 20 34 26 330 1077 21 26 928 21 21 39 53 42 146 21 69 20 24 32487 41 66 7420 112 244 210 28 35955 501 33 76 20 733 26 27 22 66 27 338 21 192 518 242 125 7906 2396 616 137
internal_value=0 0.674115 -0.0195822 0.547805 2.9724 0.148909 0.899473 0.532617 0.460531 0.11858 0.326388 0.893241 0.718465 2.08327 0.748646 0.979157 1.9676 1.57319 2.36206 -0.0462863 0.213897 2.11082 2.88784 0.122195 0.409044 0.298732 0.0800137 0.668405 0.326773 0.787737 1.00283 0.741412 1.96073 2.60319 -0.0502629 1.62389 1.74083 0.0738585 0.166979 0.387056 0.54651 1.3718 -0.0600702 0.0412544 0.0479917 0.198283 0.654601 0.16281 -0.0409862 0.217388 0.221253 0.46022 0.0314561 -0.0416945 0.225858 0.19201 -0.00850188 0.11967 0.331882 -0.0148266 0.00460478 0.0188704 0.475078
internal_weight=0 2649 100764 2511 138 13780 1236 1013 968 12767 1982 333 312 45 999 626 45 237 118 86984 1649 122 47 2003 399 378 10785 113 373 490 115 94 92 44 84981 75 136 10672 2751 923 487 48 68806 7921 1604 1275 96 1179 32851 357 331 572 1571 32825 74 436 16175 760 446 15415 10302 1544 262
internal_count=103413 2649 100764 2511 138 13780 1236 1013 968 12767 1982 333 312 45 999 626 45 237 118 86984 1649 122 47 2003 399 378 10785 113 373 490 115 94 92 44 84981 75 136 10672 2751 923 487 48 68806 7921 1604 1275 96 1179 32851 357 331 572 1571 32825 74 436 16175 760 446 15415 10302 1544 262
cat_boundaries=0 6 12 17 18 19 20 26 32 33 37 38 44 50 51 56 57 62 68 69
cat_threshold=1081856 536887298 4642 175243562 270384 32 1097728 512 268501544 33554432 64 4096 32768 0 4096 136445952 32 316 1928 1601 16384 672 8388672 32768 268435456 4096 1350567296 2147648032 65880 268546048 1955087366 1024 19 32768 0 32 35651584 1340 103104516 281280528 430473348 2222981120 16777288 12568 100663808 536870928 0 2129920 8212 8448 3724 8389632 512 65600 0 276824068 2186 276825216 2147484192 65616 32768 343933956 35980420 131088 270565376 0 5 8448 938
is_linear=0
shrinkage=0.01


Tree=47
num_leaves=64
num_cat=12
split_feature=0 2 25 25 6 3 3 6 0 1 12 3 5 1 0 10 0 0 25 2 2 2 2 2 0 24 1 17 3 1 2 2 0 26 25 25 26 24 2 7 6 6 6 1 0 7 26 7 10 25 24 25 3 12 18 3 24 5 2 24 1 0 2
split_gain=1.21749e+07 7.53668e+06 4.44593e+06 2.98937e+06 2.97271e+06 1.70492e+06 1.58889e+06 1.30992e+06 1.05102e+06 947054 1.37576e+06 807468 674659 659133 632690 601414 572166 564748 562718 597125 3.66203e+06 544681 427265 537840 425660 391630 368393 367776 389536 363716 363626 341171 726872 406111 338627 326456 325025 316155 373619 307135 288922 284862 276647 235629 233553 227978 216349 210359 354279 208020 200280 149730 127675 190892 132502 125340 110339 97233.5 94202.4 85252.2 84083.5 52269.5 43705.2
threshold=131.25500000000002 512.13625000000013 0 1 543.52500000000009 297.47500000000008 75.305437500000011 183.56850000000003 883.10000000000014 165.05000000000004 218.14250000000004 126.29875000000003 23.8931 596.10500000000013 438.42500000000007 1098.7459000000001 59.173000000000009 8.0935000000000006 2 54.609000000000002 78.338250000000002 22.153894000000005 1070.9310000000003 1439.8675000000001 468.98000000000008 3 596.10500000000013 244.36170000000001 1077.3535000000002 48.024000000000008 169.99800000000002 658.86750000000018 354.51980000000003 2022.5000000000002 4 5 2022.5000000000002 6 114.45750000000002 421.77600000000007 1.1132500000000001 421.77600000000007 200.23362600000004 26.032500000000002 86.604000000000028 264.10000000000008 2022.5000000000002 86.001500000000007 16.945 7 8 9 73.777500000000018 22.446000000000002 514.69500000000005 186.72000000000003 10 0.2989 101.31180000000002 11 58.594500000000011 883.10000000000014 108.75750000000001
decision_type=2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 9 2 1 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 2 1 2 2 1 2 2 2
left_child=2 3 6 5 13 14 9 16 12 18 30 -9 43 31 26 21 27 45 19 25 -21 34 42 -24 -16 -1 35 28 -8 57 50 32 -3 -33 52 -2 -14 38 -20 -39 -31 -26 44 -7 -23 -13 -32 49 62 55 -11 60 54 -54 -4 56 -5 -18 -44 61 -36 -51 -49
right_child=1 4 15 47 -6 8 7 11 -10 10 -12 17 36 -15 24 -17 29 -19 37 20 -22 22 23 -25 41 -27 -28 -29 -30 40 46 33 -34 -35 51 -37 -38 39 -40 -41 -42 -43 58 -45 -46 -47 -48 48 -50 59 -52 -53 53 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.39355843920909322 0.74473028718689338 1.1691925802230836 -0.020171893989399441 0.53729141922159629 6.5077024091482167 0.00050117378234863276 0.21164831636433368 2.6730034544808525 3.8581116953763099 0.081451093211012376 3.0919007377624514 0.28727067391077682 2.8872824486819177 3.7443321095980133 2.4233981409439673 1.5049661247253416 0.90952321691513061 2.063429377639995 0.16365557028130209 4.7184335658663796 0.30691838475222089 0.025956027372732789 2.2487985610961916 -0.042564975647699267 0.93424226062614368 0.080985752485083259 1.6111631287468806 1.5283496128994487 1.431051002078586 2.2468290268580122 1.4998789365556504 2.4464229202270507 3.7504709362983704 0.580691852910178 -0.047316802362923217 0.30121485598363223 1.6184354899479791 0.032935161052369759 1.118114638442085 0.70778924970065848 0.89088064175889348 2.1933087568283081 0.21895998919010162 1.2266892124357678 0.44375690621148417 1.4504121979800138 0.46764777338182606 0.1445250806900171 1.7002540208647647 0.12935956791255548 0.50982418513396965 -0.075635203437864049 0.083685587431532316 0.80171109187602996 0.77462098257882261 0.97182441678540454 0.1665883731216681 0.08273370482704856 0.85923734196910151 -0.056384070023812884 0.063076802740634333 0.59404023830707264 0.69459271430969238
leaf_weight=616 476 20 18094 122 20 25 881 35 22 226 20 72 33 26 26 25 25 34 1744 21 181 4393 20 21 177 1164 36 23 27 30 45 20 24 28 24443 327 52 8170 42 68 33 20 40 42 138 22 37 52 24 351 231 38487 498 40 21 29 295 33 54 356 710 26 20
leaf_count=616 476 20 18094 122 20 25 881 35 22 226 20 72 33 26 26 25 25 34 1744 21 181 4393 20 21 177 1164 36 23 27 30 45 20 24 28 24443 327 52 8170 42 68 33 20 40 42 138 22 37 52 24 351 231 38487 498 40 21 29 295 33 54 356 710 26 20
internal_value=0 0.66741 -0.0193833 0.542365 2.94268 0.890479 0.147442 0.492863 1.81524 0.114158 0.516504 1.32702 1.51956 2.33844 0.74735 -0.0458234 0.363617 0.958978 0.0954248 0.249038 0.765541 -0.0462745 0.0588304 1.07517 1.22079 0.191823 0.621514 0.279541 0.247908 1.01051 0.420942 1.94112 2.57716 1.35808 -0.0522339 0.577146 2.11105 0.0647385 0.185065 0.038459 1.53657 1.06207 0.0498206 0.769156 0.0386809 0.559495 1.03412 0.196375 0.648055 0.161263 0.310919 -0.063213 -0.0147339 0.13707 -0.0192505 0.328761 0.291923 0.439108 0.586779 0.0541234 -0.0441831 0.157236 0.297322
internal_weight=0 2649 100764 2511 138 1236 13780 1215 174 12565 559 163 152 118 1062 86984 1052 128 12006 1982 202 86959 4666 41 223 1780 839 931 908 121 539 92 44 48 82293 803 85 10024 1786 8238 63 197 4625 67 4531 94 82 1275 96 1179 457 63640 18653 538 18115 446 417 58 94 733 25153 377 72
internal_count=103413 2649 100764 2511 138 1236 13780 1215 174 12565 559 163 152 118 1062 86984 1052 128 12006 1982 202 86959 4666 41 223 1780 839 931 908 121 539 92 44 48 82293 803 85 10024 1786 8238 63 197 4625 67 4531 94 82 1275 96 1179 457 63640 18653 538 18115 446 417 58 94 733 25153 377 72
cat_boundaries=0 6 12 17 18 24 30 31 37 38 44 45 46
cat_threshold=1081856 536887298 4642 175243562 270384 32 1097728 512 268501544 33554432 64 4096 32768 0 4096 136445954 32 1601 1350567296 2147648032 65880 268546048 1686651910 9216 32768 512 268435496 0 0 4096 3 100663808 536870928 0 2129920 8212 8448 2756 69550084 281280528 430440580 2222982144 285212744 4376 898 3366
is_linear=0
shrinkage=0.01


Tree=48
num_leaves=64
num_cat=17
split_feature=0 25 25 11 0 6 25 7 5 11 12 4 14 24 4 9 24 6 7 4 4 6 7 0 24 25 25 12 13 5 24 24 4 9 7 12 6 25 5 24 25 7 0 25 11 7 25 5 5 6 4 24 21 13 7 0 0 5 24 7 0 11 6
split_gain=1.19348e+07 5.46529e+06 4.35781e+06 4.20195e+06 2.18436e+06 1.43098e+06 1.04473e+06 936166 922625 914578 891933 737538 706546 641901 634542 577006 544605 535867 483956 629124 454873 433566 419103 416066 389388 366584 332267 335902 426180 323768 348298 328255 330714 309772 253135 250443 229957 227189 218820 217389 198567 198438 195663 211531 170604 290088 169692 198474 151266 146176 144808 135646 145530 132976 121613 108594 106592 82415.9 77972.4 76115.2 70338.4 66767.9 57779.5
threshold=131.25500000000002 0 1 675.38900000000001 438.42500000000007 183.56850000000003 2 114.61450000000001 552.55750000000012 242.583 283.49220000000008 178.60500000000002 52.647750000000009 3 672.57974000000002 233.37814 4 81.739500000000007 152.16750000000005 81.524400000000014 87.012500000000017 37.137966000000006 178.32800000000003 74.41500000000002 5 6 7 144.54600000000002 33.522000000000013 96.745000000000019 8 9 371.41875000000005 35.830500000000008 130.63025000000002 483.25025000000005 11.217000000000001 10 120.13000000000001 11 12 303.79500000000007 507.82280000000009 13 1.7404065000000004 3.4445000000000001 14 120.13000000000001 302.32450000000006 243.82689999999999 547.82000000000005 15 59.667000000000009 66.547500000000028 19.152500000000003 38.717000000000006 10.996800000000002 48.590000000000011 16 119.8135 14.103000000000002 316.3517500000001 344.61250000000007
decision_type=2 9 9 2 2 2 9 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 9 9 2 2 2 1 1 2 2 2 2 2 9 2 1 9 2 2 9 2 2 9 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2
left_child=2 3 5 4 7 6 16 24 9 14 13 22 -11 21 34 -15 18 -13 39 -20 25 -6 -9 50 40 51 27 41 -29 30 35 38 -33 46 -7 -8 -25 49 -31 -1 -2 42 43 -3 -35 -46 47 53 -26 56 -18 61 60 -22 -49 -32 -27 -47 -28 -60 -53 -4 -51
right_child=1 26 20 -5 10 8 29 11 -10 12 -12 17 -14 15 -16 -17 23 -19 19 -21 33 -23 -24 36 48 37 58 28 -30 31 55 32 -34 44 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 45 57 -48 54 -50 62 -52 52 -54 -55 -56 -57 -58 -59 59 -61 -62 -63 -64
leaf_value=0.62920067436402971 1.2428996636535947 0.43277422788833819 -0.048983205282321828 4.519499867492252 2.8792614064345492 0.22106625830970314 0.12327088769947631 1.9252011721474784 2.3067939327609155 3.2478170896711807 3.2410533358984526 0.97006691476573115 0.68343025836077598 0.83614320704891432 2.1205835651216054 2.4444881872030404 0.12983643969004782 2.8203275618261223 0.60446198657580785 2.8277736239433291 0.097865383836433173 1.4183191694532122 0.47461810460989029 1.4847792390874914 0.35507570451951714 -0.046451866255368603 0.25850314036282629 0.26903097721246577 2.0976577791690825 1.6751334540049234 -0.0029254382649773433 0.09062698133868681 1.408372821331024 0.25694238529560415 0.75476484184635095 1.2444307751655579 0.19374584544788709 -0.075596014308663792 0.58147069188070977 0.29676336746621917 0.5550919759720564 1.305366678237915 0.68580779633232369 0.03759681236750869 1.774132811355591 0.013121874620733054 -0.030800312077287676 1.0343225583364797 1.0332238372829226 0.50637283708228442 0.94833063038912691 0.0043487405574587279 0.69813013761274278 0.7631312512606383 0.13344792656276538 0.16573932147155013 0.016468006716507336 0.85081513464450842 -0.015129004200612466 0.61380597233772283 0.094766597183104206 0.47960947036743162 0.11198594144221984
leaf_weight=394 141 242 5516 36 74 380 5235 28 31 21 36 23 22 157 21 26 1236 49 35 20 492 28 69 37 381 29194 155 26 25 21 4634 399 20 94 116 20 22 36568 142 536 150 20 107 312 25 23 677 43 36 61 22 10156 31 32 23 416 2966 24 508 20 940 24 95
leaf_count=394 141 242 5516 36 74 380 5235 28 31 21 36 23 22 157 21 26 1236 49 35 20 492 28 69 37 381 29194 155 26 25 21 4634 399 20 94 116 20 22 36568 142 536 150 20 107 312 25 23 677 43 36 61 22 10156 31 32 23 416 2966 24 508 20 940 24 95
internal_value=0 0.660799 -0.0191885 1.14399 1.0521 0.145975 0.12451 0.793768 0.62748 0.534517 1.7579 1.4625 1.93581 1.57056 0.417969 1.00949 0.317682 2.22927 0.496424 1.41294 -0.0453653 2.25695 0.893343 0.181266 0.634142 -0.0483301 0.229708 0.37748 1.16542 0.083296 0.0704127 0.312842 0.149948 0.131321 0.345883 0.127296 1.00338 -0.0585087 0.680616 0.447559 0.91858 0.324015 0.294322 0.21871 0.537514 0.903815 0.0781021 0.200192 0.403934 -0.0391556 0.14415 -0.00622368 0.0139076 0.138492 0.720381 0.0109469 -0.040649 0.44088 0.0681726 0.00853269 0.0120085 -0.0466091 0.266201
internal_weight=0 2649 100764 1234 1198 13780 13189 877 591 560 321 169 43 285 517 183 2302 72 985 55 86984 102 97 1317 708 85551 1415 732 51 10887 10305 582 419 1433 496 5255 59 68884 163 930 291 681 661 554 166 72 1267 590 417 32316 1258 16667 11127 524 66 5050 32160 47 683 528 11096 5540 156
internal_count=103413 2649 100764 1234 1198 13780 13189 877 591 560 321 169 43 285 517 183 2302 72 985 55 86984 102 97 1317 708 85551 1415 732 51 10887 10305 582 419 1433 496 5255 59 68884 163 930 291 681 661 554 166 72 1267 590 417 32316 1258 16667 11127 524 66 5050 32160 47 683 528 11096 5540 156
cat_boundaries=0 4 10 15 16 17 18 24 30 31 32 38 39 42 48 54 55 56
cat_threshold=1097728 512 552 33554432 1081856 536887298 4642 175243562 270384 32 32768 0 0 136445954 32 563 1624 102 1082131840 2151842464 65880 268546560 1686127622 1024 102760960 537018384 268500992 32768 8276 12544 1079 321 371539972 277086224 294158468 75497472 268959816 12568 72 32768 0 32 0 16 268500992 0 8196 4352 2180096 131600 10551360 0 68 12288 2186 2080
is_linear=0
shrinkage=0.01


Tree=49
num_leaves=64
num_cat=17
split_feature=0 2 25 6 25 2 25 2 4 7 12 24 5 6 13 0 6 4 0 9 4 2 7 5 6 25 0 10 2 12 4 7 0 8 25 5 24 0 2 5 24 25 6 7 10 25 25 4 6 25 24 5 6 10 0 7 25 4 24 24 4 0 25
split_gain=1.17006e+07 7.3136e+06 4.27214e+06 2.89001e+06 2.86218e+06 1.48144e+06 1.55445e+06 2.95437e+06 2.127e+06 1.23575e+06 1.21829e+06 884443 854901 1.61299e+06 937163 836525 745155 692747 609212 694674 807019 537132 495023 445283 526688 419300 362904 359682 358672 357790 344113 336874 407763 334607 319774 269445 262921 252435 346999 252400 245060 353091 237850 202359 346237 200295 195868 182067 164090 132457 129759 120933 118807 119967 114055 107313 95467.5 90557.8 84296.4 82788.2 79178.7 50979.2 46763.6
threshold=131.25500000000002 512.13625000000013 0 543.52500000000009 1 52.029000000000003 2 57.868500000000004 449.81750000000005 130.63025000000002 166.70600000000002 3 392.81250000000006 371.41875000000005 78.612000000000009 1077.3535000000002 606.07650000000001 117.54253850000002 285.35875000000004 356.30640000000005 4.5710000000000006 22.153894000000005 421.77600000000007 326.45950000000005 303.53610000000003 4 367.42525000000006 901.21050000000014 1070.9310000000003 450.36346000000009 156.17100000000002 178.32800000000003 507.82280000000009 149.30750000000003 5 234.22 6 103.11795000000002 111.58832500000001 96.745000000000019 7 8 243.82689999999999 86.001500000000007 16.945 9 10 36.905775000000013 189.19640000000001 11 12 448.18200000000007 106.96900000000001 36.661000000000008 212.52070000000001 83.810500000000019 13 85.431000000000026 14 15 46.57200000000001 883.10000000000014 16
decision_type=2 2 9 2 9 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 1 2 2 2 1 9 2 2 2 9 9 2 2 9 1 2 2 2 2 2 9 2 1 1 2 2 9
left_child=2 4 5 18 9 12 7 -7 10 11 -9 15 25 14 51 26 35 31 47 20 -20 27 36 33 -25 29 -2 34 30 39 37 -11 -33 -19 50 -13 42 46 -39 -1 41 -27 -8 45 -45 54 -23 -3 -42 57 62 -14 53 -32 60 -38 -52 -36 -56 61 -6 -47 -4
right_child=1 3 21 -5 43 6 22 8 -10 17 -12 16 13 -15 -16 -17 -18 23 19 -21 -22 28 -24 24 -26 40 -28 -29 -30 -31 52 32 -34 -35 49 -37 55 38 -40 -41 48 -43 -44 44 -46 59 -48 -49 -50 -51 56 -53 -54 -55 58 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.042688931323480228 0.79293738833205274 0.63232997322082518 0.030985988568398359 6.4107151007652288 0.027799291670114013 4.2608688662602354 0.32467887582896809 0.32410099024591149 3.4126274599347797 1.9482236554887562 2.274916650719113 0.24402616102745719 0.75387437944826874 3.3406069356744941 2.3857976005190897 2.9966257567632768 2.2519711058480398 0.84114160341375011 3.6077347915649414 4.4276608953475955 1.2098172732815147 0.10028556318398262 1.4033254962497288 3.9939325051080612 1.8646696224579444 0.65986333413976395 1.4201700065302847 1.2271916242079302 1.0536149091190763 1.0523505045308008 0.22090066207928605 0.25446675397455693 1.7829114985466004 2.1828773535751713 -0.04682688252726868 0.99999491163019871 0.014774992262417415 0.13436102362667643 1.7150924273899621 0.32934996270974604 0.07864974541191079 0.21450480491188256 1.27011004618236 0.28882672197288939 1.6757434474428496 0.12704671992535604 -0.033526641232264794 1.9654933915819441 0.48187994805451867 -0.074170846919102987 0.081892682679320483 -0.050319232320785522 1.1198304396016259 1.0049060905456542 0.64986185691091747 0.43674814243527016 -0.0072548759436375067 0.09701323090647368 0.229666961790601 -0.055905771744055831 0.52628541393977846 0.58595598881061262 -0.06164789357519454
leaf_weight=8269 352 20 599 20 143 26 536 289 28 27 36 427 23 22 21 21 21 34 25 20 32 1991 36 21 26 197 125 22 36 36 89 64 24 41 23489 53 530 41 21 319 1776 1731 28 72 24 351 2407 21 107 38487 1328 100 28 25 125 68 11745 446 137 356 41 26 5832
leaf_count=8269 352 20 599 20 143 26 536 289 28 27 36 427 23 22 21 21 21 34 25 20 32 1991 36 21 26 197 125 22 36 36 89 64 24 41 23489 53 530 41 21 319 1776 1731 28 72 24 351 2407 21 107 38487 1328 100 28 25 125 68 11745 446 137 356 41 26 5832
internal_value=0 0.654287 -0.0189958 2.89563 0.531107 0.141857 0.430906 0.981744 0.768033 0.871736 0.540191 0.724779 0.105796 0.818688 0.433395 1.02276 0.400177 1.52797 2.29985 2.82417 2.26154 -0.0453457 0.246391 2.05288 2.81604 0.096279 0.957307 -0.0512763 0.0593427 0.0574406 0.0515648 0.971111 0.671315 1.57462 -0.0516196 0.327498 0.212668 0.0361353 0.66977 0.0533369 0.183535 0.263181 0.365141 0.192549 0.635556 0.15811 0.0272027 1.31517 0.101026 -0.0626602 -0.016244 0.100058 0.536184 0.392832 0.322468 0.0617263 0.00185671 -0.0441282 0.463711 0.0529835 0.138875 0.154595 -0.052985
internal_weight=0 2649 100764 138 2511 14178 1577 379 353 1236 325 999 12601 166 144 498 501 237 118 77 57 86586 1198 122 47 12435 477 81948 4638 8624 4602 115 88 75 81926 480 1162 4460 62 8588 3811 1928 564 1275 96 1179 4398 41 1883 62422 19504 123 142 114 446 598 13073 23935 262 733 184 377 6431
internal_count=103413 2649 100764 138 2511 14178 1577 379 353 1236 325 999 12601 166 144 498 501 237 118 77 57 86586 1198 122 47 12435 477 81948 4638 8624 4602 115 88 75 81926 480 1162 4460 62 8588 3811 1928 564 1275 96 1179 4398 41 1883 62422 19504 123 142 114 446 598 13073 23935 262 733 184 377 6431
cat_boundaries=0 6 12 13 14 19 25 26 27 32 38 44 50 51 57 58 59 64
cat_threshold=1081856 536887298 4642 175276330 270384 32 1097728 512 268501544 33554432 64 4096 32768 118 1049088 536870914 546 32768 270352 1350567296 2147648032 65880 268513280 1686651974 9216 627 1619 0 0 0 131074 32 100663808 536870928 0 2129920 8212 8448 40191104 4325920 268435520 0 268435461 4096 69550084 281280528 430440580 2222982144 285212680 4376 2186 1073742080 0 264 12288 1611153408 1024 938 3366 1342177408 32768 65552 0 67108864
is_linear=0
shrinkage=0.01


Tree=50
num_leaves=61
num_cat=18
split_feature=0 2 25 16 25 2 5 25 24 2 4 8 3 0 2 3 6 7 12 4 2 0 0 25 0 24 25 26 24 14 3 25 14 2 25 3 0 25 2 24 24 0 11 7 24 0 0 4 3 14 25 5 12 25 0 2 25 2 0 25
split_gain=1.27564e+07 7.10913e+06 4.91851e+06 4.78578e+06 1.81308e+06 1.74157e+06 1.44199e+06 1.13734e+06 1.75119e+06 5.55233e+06 974250 902890 882929 829535 896865 815918 812366 1.03133e+06 664578 605456 584368 567574 795525 558212 461082 449124 463966 456471 445366 453094 414262 382822 379878 373863 368427 367995 330789 297396 358045 272044 270135 279879 231675 229278 237384 437177 233287 185572 179178 170515 162560 152282 150316 86369.7 118099 78956 62177.4 54289.3 31450.1 26381.3
threshold=162.49250000000004 440.02900000000005 0 90.28700000000002 1 49.990000000000009 302.32450000000006 2 3 73.798500000000018 422.73350000000011 185.57600000000005 543.52500000000009 335.27750000000009 658.86750000000018 384.83520000000004 222.67000000000004 169.65250000000003 166.70600000000002 1085.2750000000003 1070.9310000000003 28.772400000000001 29.239750000000004 4 71.424000000000021 5 6 2022.5000000000002 7 487.03600000000012 152.51760000000004 8 1.2198250000000002 72.196250000000006 9 104.11725000000001 285.35875000000004 10 227.56250000000003 11 12 131.25500000000002 24.228750000000005 117.55455000000002 13 883.10000000000014 252.70150000000004 257.54600000000011 26.686800000000002 808.55215250000015 14 117.99690000000002 8.3602500000000024 15 507.82280000000009 21.825000000000006 16 8.6460000000000026 538.27200000000016 17
decision_type=2 2 9 2 9 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 9 2 1 2 2 9 2 2 9 2 2 9 2 1 1 2 2 2 1 2 2 2 2 2 9 2 2 9 2 2 9 2 2 9
left_child=2 4 5 12 6 19 15 8 9 -7 33 30 13 -3 -15 25 40 48 -11 23 21 34 -23 28 35 27 -27 -2 31 -30 57 -1 -13 -10 49 -25 -17 38 -24 -26 42 -42 -9 44 45 52 -45 -38 -18 51 55 -4 -6 54 -46 -36 -39 -8 -55 -52
right_child=1 3 20 -5 43 7 11 16 10 18 -12 32 -14 14 -16 36 17 -19 -20 -21 -22 22 37 24 39 26 -28 -29 29 -31 -32 -33 -34 -35 50 -37 47 56 -40 -41 41 -43 -44 46 53 -47 -48 -49 -50 -51 59 -53 -54 58 -56 -57 -58 -59 -60 -61
leaf_value=0.27512272266576537 1.3135852975449012 0.3710948577680086 -0.019833710500913038 6.4589268444324368 0.23392236033734334 6.8577980709075925 0.31106353967086131 0.36434835457734849 -0.49936963915824889 0.67211877804249531 2.5883465871810918 3.7071091231278013 3.5486785752432688 3.3914933076049341 1.0600676958488695 0.72158390738747347 0.04784319519996643 2.6711659136126116 2.6346501593156297 1.3900636910103463 1.2864512900150182 1.5792137387224605 0.1658280662035905 0.047042092876487758 0.80692614106107341 0.076166102373464536 0.66567496186779951 0.59073532165947906 0.10574308657783127 1.6197600281238556 2.2917922388988994 0.70870625953947763 1.9026432833671569 0.47276316729916468 -0.048263739267836343 0.33943150566911484 2.6760424127886369 0.036354210100079193 1.4825504834311349 0.21857571112376356 0.12366397588955046 1.1558228577507867 1.0784562247503 0.19188250484466554 0.12781481253134239 1.7838712935014203 1.544805977161114 1.4585476648239861 1.0067324148981194 0.88549946194603335 -0.065227639292172013 0.1624680368640484 1.0221101693753842 0.026658933368837175 0.91128126028638623 0.023344353225394868 -0.070900209070169529 0.97803059275333692 -0.20169897826942237 -0.083739784983270435
leaf_weight=995 191 38 21907 29 233 20 23 178 48 80 20 28 28 33 33 22 40 31 22 37 33 35 1244 9445 111 210 429 161 1692 20 23 269 20 225 24291 451 31 1399 21 305 973 27 61 25 74 22 26 21 38 21 12751 468 27 326 26 1644 867 26 74 21747
leaf_count=995 191 38 21907 29 233 20 23 178 48 80 20 28 28 33 33 22 40 31 22 37 33 35 1244 9445 111 210 429 161 1692 20 23 269 20 225 24291 451 31 1399 21 305 973 27 61 25 74 22 26 21 38 21 12751 468 27 326 26 1644 867 26 74 21747
internal_value=0 0.758375 -0.0149228 2.78059 0.597039 0.151614 0.846526 0.447081 0.90131 1.88551 0.442802 1.89289 1.97247 1.54811 2.22578 0.736575 0.298342 1.12822 1.09541 0.112635 -0.044008 -0.0445213 0.0790072 0.109078 0.0740056 0.660939 0.476098 0.95581 0.229585 0.122713 1.18465 0.372235 2.95525 0.301839 -0.0498395 0.0603674 1.74948 0.0641369 0.186215 0.400215 0.227742 0.150032 0.524658 0.229211 0.189594 0.415569 0.881608 2.18436 0.514994 -0.0151686 -0.0626755 -0.0160207 0.315773 0.0527778 0.301378 -0.0437077 -0.00481388 0.664964 -0.0152071 -0.0769183
internal_weight=0 2179 101516 161 2018 15088 1185 1763 415 122 293 120 132 104 66 1065 1348 109 102 13325 86428 86395 3566 13288 10312 991 639 352 2976 1712 72 1264 48 273 82829 9896 74 3531 1265 416 1239 1000 239 833 782 282 51 52 78 22396 60433 22375 260 500 100 25935 2266 49 400 34498
internal_count=103695 2179 101516 161 2018 15088 1185 1763 415 122 293 120 132 104 66 1065 1348 109 102 13325 86428 86395 3566 13288 10312 991 639 352 2976 1712 72 1264 48 273 82829 9896 74 3531 1265 416 1239 1000 239 833 782 282 51 52 78 22396 60433 22375 260 500 100 25935 2266 49 400 34498
cat_boundaries=0 6 12 13 14 18 19 25 26 30 36 42 43 44 45 51 56 60 66
cat_threshold=1074823936 536920064 4648 40927530 794656 32 11567104 528 268501536 33554432 8196 4352 32768 46 1073774592 536887296 4096 3145730 2130 0 0 512 33554432 8192 4096 1051 32768 16384 0 3145728 343950464 2151809570 336 402726912 880821462 1280 33620992 33554432 268501058 1024 268435524 12288 1044 19 2848 2149910532 302252180 413761538 2222987264 16777224 12313 67108864 537018368 0 0 64 98844812 2097684 10518528 64 34078728 3153985 16908293 17040453 3221324545 514
is_linear=0
shrinkage=0.01


Tree=51
num_leaves=60
num_cat=2
split_feature=0 2 16 1 5 2 4 6 0 0 1 4 1 13 0 4 4 0 7 4 7 12 1 24 0 6 0 26 24 2 2 11 1 9 4 4 0 7 8 5 5 2 2 7 4 5 8 1 0 4 2 5 2 1 5 0 0 2 0
split_gain=1.25036e+07 6.96742e+06 4.69054e+06 2.9893e+06 1.62646e+06 1.57829e+06 1.25844e+06 1.14705e+06 1.0551e+06 1.89203e+06 923599 1.4642e+06 657514 706092 633143 506951 497613 483297 481227 804908 478863 595792 545158 392417 1.09481e+06 517219 368344 364475 347701 431244 1.55854e+06 382544 341385 426001 378962 375458 328087 323888 309429 289197 330407 232678 198793 176457 174292 170468 146792 133257 121169 112205 127319 111198 98700.7 93005.5 75014 73258.7 70889 62899.9 31023.1
threshold=162.49250000000004 440.02900000000005 90.28700000000002 96.32442850000001 302.32450000000006 50.853000000000009 266.29450000000003 877.0150000000001 6.6497500000000009 8.7137500000000028 169.65250000000003 160.239 262.64538500000009 64.038300000000007 507.82280000000009 891.77550000000008 449.81750000000005 28.148500000000002 221.43500000000003 208.21944900000003 96.060000000000016 190.60000000000002 315.7462000000001 0 1077.3535000000002 255.31490000000005 29.239750000000004 2022.5000000000002 1 55.44250000000001 54.609000000000002 382.21875000000006 226.32900000000004 90.026100000000028 326.59750000000003 4.3062000000000014 367.42525000000006 276.983 157.50375000000003 96.745000000000019 99.686260000000019 364.96250000000003 749.57248000000016 156.52200000000002 74.563750000000013 8.3370000000000015 98.378800000000027 156.08950000000002 468.98000000000008 189.80565000000004 143.73850000000002 234.22 60.002000000000002 58.594500000000011 156.52200000000002 45.527785000000002 468.98000000000008 8.6460000000000026 100.58300000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 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 4 10 5 12 15 38 8 32 -10 14 -12 23 36 -3 17 -8 39 28 41 21 -11 -22 24 25 -2 27 -19 49 30 -30 -31 43 34 -34 -35 52 46 56 44 -41 55 -13 54 -1 -17 -25 -45 -38 58 -51 -28 -14 -39 -5 -20 57 -6 -7
right_child=1 2 -4 7 6 18 16 -9 9 20 11 42 13 -15 -16 45 -18 26 19 -21 22 -23 -24 37 -26 -27 51 -29 29 31 -32 -33 33 35 -36 -37 48 53 -40 40 -42 -43 -44 47 -46 -47 -48 -49 -50 50 -52 -53 -54 -55 -56 -57 -58 -59 -60
leaf_value=-0.040888093523117126 0.50117771473149175 0.28046659897535275 6.3943374716002372 0.0061516392043558877 0.42599558432896933 -0.077911324955544994 4.1203184957504275 2.496122000012547 3.6526444883346558 0.35811766103917231 4.4492288076466524 2.2584192316872733 0.17471396120767746 2.4594986006418864 2.4688805055618288 0.5009897407732512 2.0839546907345454 1.3338369579050278 -0.021353475093841553 2.4366048133373259 0.63645076530951039 2.0728660989943006 2.0633109385967252 0.23893496254194715 2.5211961409250896 1.9708491096496581 0.051455527968371099 0.17704371216072554 0.22597265868112931 0.16305746825399034 2.513095112426861 1.2012018337514665 0.20690120792674446 1.6905788693776944 1.3046714378125739 0.17191513269035905 1.8159592137513338 1.3771955266680036 1.8572134212347178 1.2465952852249147 0.086307290849886351 1.3360850692930677 0.91270479907160229 1.0747222564960348 0.067570278067895728 1.5740256662368775 0.66049300560584445 0.028748320170811248 1.0003933124457087 1.0207334164210728 -0.017454865420306172 0.52135145701614083 0.83703561878204347 0.52235190153121946 0.38267181447574067 0.67749640774726871 0.073294775962829586 1.1578156263931938 0.22333785831928255
leaf_weight=88140 568 39 29 960 24 678 20 24 20 577 29 21 63 30 20 57 30 45 60 24 81 21 40 895 30 25 4020 69 153 2530 37 36 668 41 33 27 27 35 26 25 1341 21 23 29 1507 20 91 21 56 21 27 51 35 20 56 20 20 23 36
leaf_count=88140 568 39 29 960 24 678 20 24 20 577 29 21 63 30 20 57 30 45 60 24 81 21 40 895 30 25 4020 69 153 2530 37 36 668 41 33 27 27 35 26 25 1341 21 23 29 1507 20 91 21 56 21 27 51 35 20 56 20 20 23 36
internal_value=0 0.750825 2.75278 -0.0147718 0.591105 -0.0235661 1.61911 0.320067 0.299778 0.618812 1.95275 2.70475 0.512703 1.03858 1.0223 -0.0313769 2.8985 -0.0320329 0.180709 0.79044 0.534421 0.418335 1.10814 0.44602 0.64704 0.563137 0.0730415 0.633673 0.159044 0.210896 0.67136 0.177622 0.171295 0.331885 0.258579 1.08758 0.803073 0.316461 0.931259 -0.0368645 0.107542 0.399272 1.55498 0.0554464 -0.0390649 0.7797 0.277841 0.635413 1.2657 -0.0308544 0.436753 0.0573422 0.411257 1.06634 0.0269047 0.153359 0.571934 0.78412 -0.0627223
internal_weight=0 2179 161 101516 2018 98918 143 2598 2574 739 132 73 1875 211 59 95275 50 95198 3643 125 719 598 121 1664 623 593 4185 114 3518 2756 190 2566 1835 769 701 68 181 1041 93 91013 1366 101 44 1066 89647 77 986 50 83 762 48 4071 98 55 1016 80 67 47 714
internal_count=103695 2179 161 101516 2018 98918 143 2598 2574 739 132 73 1875 211 59 95275 50 95198 3643 125 719 598 121 1664 623 593 4185 114 3518 2756 190 2566 1835 769 701 68 181 1041 93 91013 1366 101 44 1066 89647 77 986 50 83 762 48 4071 98 55 1016 80 67 47 714
cat_boundaries=0 1 2
cat_threshold=2098 2176
is_linear=0
shrinkage=0.01


Tree=52
num_leaves=61
num_cat=18
split_feature=0 2 25 16 25 2 5 25 24 2 4 8 0 7 0 4 12 4 2 24 25 0 0 5 2 5 0 24 9 25 25 25 0 6 13 7 25 2 0 4 6 7 24 0 0 24 19 24 25 12 5 4 25 0 2 25 6 6 0 25
split_gain=1.22548e+07 6.82877e+06 4.78929e+06 4.59785e+06 1.76531e+06 1.67742e+06 1.38337e+06 1.10793e+06 1.87728e+06 6.02264e+06 1.00504e+06 874074 793226 775870 598492 586117 582677 581457 570851 562977 545982 544977 774288 540886 502126 457166 448819 437684 416613 376358 359250 352594 334124 319521 313964 313924 290419 349101 251837 248140 228560 222512 231189 422742 227258 222414 179275 172544 158297 146881 139816 104142 84364 115418 75022.9 59660.8 58607.6 49461.7 30982.4 25898.9
threshold=162.49250000000004 440.02900000000005 0 129.93500000000003 1 49.990000000000009 302.32450000000006 2 3 68.749700000000004 303.67750000000007 185.57600000000005 748.92250000000013 421.77600000000007 367.42525000000006 1085.2750000000003 77.902470000000008 483.06600000000009 1070.9310000000003 4 5 28.772400000000001 29.239750000000004 2.8222380000000005 101.31180000000002 171.08800000000002 71.424000000000021 6 128.24750000000003 7 8 9 335.27750000000009 371.41875000000005 4.402000000000001 394.58800000000002 10 227.56250000000003 27.110060000000001 237.41375000000005 52.247500000000009 117.55455000000002 11 883.10000000000014 252.70150000000004 12 617.48075000000006 13 14 8.3602500000000024 117.99690000000002 95.658810000000017 15 507.82280000000009 21.825000000000006 16 1.2539500000000001 63.922000000000004 538.27200000000016 17
decision_type=2 2 9 2 9 2 2 9 1 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 1 2 9 9 9 2 2 2 2 9 2 2 2 2 2 1 2 2 1 2 1 9 2 2 2 9 2 2 9 2 2 2 9
left_child=2 4 5 12 6 15 14 8 9 -7 24 39 25 38 31 20 -11 19 21 -16 27 30 -23 -12 -10 32 35 29 -28 -1 46 56 -3 -27 -13 -22 37 -24 47 57 -29 42 43 49 -43 -33 50 -9 54 -6 -4 -40 53 -44 -32 -38 -2 -8 -54 -50
right_child=1 3 18 -5 41 7 11 13 10 16 23 34 -14 -15 17 -17 -18 -19 -20 -21 26 22 36 -25 -26 33 28 40 -30 -31 48 45 -34 -35 -36 -37 55 -39 51 -41 -42 44 52 -45 -46 -47 -48 -49 59 -51 -52 -53 58 -55 -56 -57 -58 -59 -60 -61
leaf_value=0.27227069780263885 -0.076055011549561291 0.15788597908020019 -0.019301007253058652 6.5760010279141943 0.22714414045534423 7.0093446359634406 0.52212807051340737 0.42798020306607371 -0.11318033829331398 0.53810624027574383 0.56868629455566411 3.8185578100738069 3.5915276607513427 1.9474293708801269 1.5571251347448145 1.368318602072226 2.1359445564674608 2.4980234496410079 1.2716577223575476 0.57722169665979739 0.054926628157416994 1.5572590164797646 0.16304384108530987 2.6472539520263672 0.57292671690881247 3.1334521891593932 0.32399383563172041 0.083166075659367553 1.8032746211886406 0.70213608420450624 -0.047442401827033881 0.36244441564925234 1.6543925177084433 1.5002637776084569 2.1882531026557639 0.70869826020421212 0.036938261058730257 1.4632160849798295 0.35664157704310717 2.0742587668555124 0.46652863896134272 0.18427557392120364 0.12214896292299837 1.7517112385142934 1.5196024007063644 0.82144136602639506 0.93153376197814941 0.04239824814187821 -0.064469254038581364 1.0062725166038231 0.15593074472488896 0.82384617805480964 0.022828580677692143 0.8966732148940747 0.022359347791884577 -0.066975190199473331 0.49562553831122141 1.1549033378419422 -0.20382512202134004 -0.082696469871006914
leaf_weight=995 97 25 21911 26 233 20 30 132 160 74 21 21 25 26 102 37 33 26 33 228 9822 35 1244 31 320 25 396 1539 20 269 24291 231 37 23 27 74 1341 21 207 21 173 25 74 22 26 359 20 677 13143 27 465 62 326 26 1644 925 22 21 74 21355
leaf_count=995 97 25 21911 26 233 20 30 132 160 74 21 21 25 26 102 37 33 26 33 228 9822 35 1244 31 320 25 396 1539 20 269 24291 231 37 23 27 74 1341 21 207 21 173 25 74 22 26 359 20 677 13143 27 465 62 326 26 1644 925 22 21 74 21355
internal_value=0 0.743317 -0.0146241 2.72526 0.585194 0.14971 0.831349 0.439685 0.761925 1.82842 0.478293 1.85624 1.98363 0.238274 0.723674 0.111457 1.0309 1.05822 -0.0433247 0.944778 0.107957 -0.043832 0.0772125 1.80783 0.344224 1.6182 0.0732707 0.227137 0.395113 0.368546 -0.0490433 0.555694 1.05096 2.35088 2.90151 0.0598154 0.062542 0.18318 0.199262 1.15939 0.121197 0.222372 0.183303 0.406273 0.86503 0.650768 -0.014807 0.111126 -0.0617183 0.308054 -0.0156595 0.464324 0.0484541 0.294114 -0.0430011 -0.00558797 0.0273366 0.782683 -0.0186364 -0.075773
internal_weight=0 2179 101516 161 2018 15088 1185 1763 659 127 532 120 135 1104 1065 13325 107 356 86428 330 13288 86395 3566 52 480 110 10312 2976 416 1264 82829 709 62 48 48 9896 3531 1265 1078 72 1712 833 782 282 51 590 22396 809 60433 260 22376 269 500 100 25935 2266 119 51 400 34498
internal_count=103695 2179 101516 161 2018 15088 1185 1763 659 127 532 120 135 1104 1065 13325 107 356 86428 330 13288 86395 3566 52 480 110 10312 2976 416 1264 82829 709 62 48 48 9896 3531 1265 1078 72 1712 833 782 282 51 590 22396 809 60433 260 22376 269 500 100 25935 2266 119 51 400 34498
cat_boundaries=0 6 12 15 16 17 21 22 26 32 38 44 45 46 47 53 58 62 68
cat_threshold=1074823936 536920064 4648 40927530 794656 32 11567104 528 268501536 33554432 8196 4352 32768 0 512 14 82 1073774592 536887296 4096 3145730 1051 32768 16384 0 3145728 343950464 2151809570 336 402726912 880821462 1280 0 0 0 33554432 0 4096 33620992 33554432 268501058 1024 268435524 12288 2848 1936 17 2149910532 302252180 413761538 2222987264 16777224 12313 67108864 537018368 0 0 64 98844812 2097668 10518528 64 38273032 3153985 16908293 17040453 3221324545 642
is_linear=0
shrinkage=0.01


Tree=53
num_leaves=64
num_cat=15
split_feature=0 2 16 25 1 25 3 12 2 25 2 3 10 4 0 2 4 7 25 2 24 0 10 0 0 25 25 24 7 25 4 3 1 0 3 1 3 7 10 25 25 19 3 3 2 0 4 3 0 3 25 12 6 24 1 16 7 0 25 4 10 25 11
split_gain=1.20162e+07 7.19741e+06 4.54939e+06 4.47413e+06 2.17754e+06 1.95166e+06 1.71898e+06 1.25071e+06 875713 872448 1.91451e+06 838455 709280 682894 626483 875763 612374 606302 510383 564659 433779 422637 418042 415375 846102 369913 359312 400034 341391 335087 287184 488472 285137 287101 276157 271010 263433 255869 249606 203330 177012 164666 155118 146441 143111 146261 168611 126815 152580 145309 128171 139650 121208 103850 76932.4 81281.5 49872.2 49744 23929.8 15851 9969.5 6181.19 2678.17
threshold=131.25500000000002 440.02900000000005 90.28700000000002 0 226.32900000000004 1 285.15000000000003 209.81750000000002 49.990000000000009 2 57.868500000000004 543.52500000000009 556.40500000000009 326.59750000000003 335.27750000000009 658.86750000000018 891.77550000000008 40.107500000000009 3 1070.9310000000003 4 52.192250000000008 264.75500000000005 438.42500000000007 468.98000000000008 5 6 7 421.77600000000007 8 108.75750000000001 414.53600000000012 91.273700000000005 59.173000000000009 111.55832500000001 469.21250000000003 414.53600000000012 394.58800000000002 125.21375000000002 9 10 617.48075000000006 130.27000000000001 66.827500000000015 57.868500000000004 100.58300000000001 195.82340000000002 61.3401 252.70150000000004 285.15000000000003 11 79.340000000000018 85.762625000000014 12 57.660770000000007 32.377357000000011 394.58800000000002 212.52070000000001 13 169.65250000000003 86.604000000000028 14 26.510999999999999
decision_type=2 2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 9 9 1 2 9 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 9 2 2 9 2
left_child=3 5 11 4 8 6 12 13 16 10 -10 14 23 20 42 -16 26 -15 19 32 25 -12 30 29 -25 -6 27 -1 34 -2 31 -8 41 40 -11 47 -32 -28 -22 44 -34 43 -3 -5 54 46 -46 50 57 -50 53 -52 -35 -7 56 -56 -20 -49 61 60 -60 -41 -63
right_child=1 2 -4 18 7 35 22 -9 9 28 21 -13 -14 17 15 -17 -18 -19 39 -21 38 -23 -24 24 -26 -27 37 -29 -30 -31 36 -33 33 52 -36 -37 -38 -39 -40 58 -42 -43 -44 -45 45 -47 -48 48 49 -51 51 -53 -54 -55 55 -57 -58 -59 59 -61 -62 62 -64
leaf_value=0.30344786218738551 0.24115163930377384 1.1450773334503175 6.2702474824313459 -0.018796195409273353 1.2792032243876623 0.61666427617010322 -0.026070293585459391 2.6292101287841798 2.9722347063631624 0.13078376686095211 0.36181970155029969 3.4663371344975067 2.2773336138548674 0.79098467614915635 3.3079299438180345 1.0040950200051972 1.3312834423780442 3.0565335182916549 -0.045983251178086146 1.3427123383552797 0.10776488657920591 1.3245428056884232 2.9979364034652711 2.646142153058733 0.7871930868931305 0.35427367369333901 0.057086057189844788 0.065217373349890931 1.4548798170956698 0.68225219149549021 2.7905701171027291 1.8372543399474199 0.46135210191617249 0.51108709066144886 0.55716710087325838 1.1776441230773926 1.5121887311935425 0.70166686786759291 1.2752638614177705 -0.16466761052107612 0.042490637324609407 0.87152719860985173 -0.026329189062118532 0.11509184285292964 0.04462034784492503 0.9125356310889835 0.93168022025715214 0.36595820741575275 1.4062838002613611 0.41245147582023373 0.088635883005058105 0.86322600801785787 1.3901069332304457 0.15988344142486999 0.030208930599461174 0.46809559975730047 0.36198693784077962 -0.18870993007313122 -0.068516867652502061 0.16593948298487171 0.038165177926421164 -0.084658901799150282 -0.025526067049472367
leaf_weight=1486 304 26 29 24584 106 104 24 34 37 973 228 28 27 27 33 33 40 21 25056 31 217 57 25 28 195 113 9163 1369 22 549 27 34 112 62 180 30 40 62 20 109 624 21 20 845 824 21 22 61 28 31 771 24 21 133 731 45 30 22 19142 29 88 14440 77
leaf_count=1486 304 26 29 24584 106 104 24 34 37 973 228 28 27 27 33 33 40 21 25056 31 217 57 25 28 195 113 9163 1369 22 549 27 34 112 62 180 30 40 62 20 109 624 21 20 845 824 21 22 61 28 31 771 24 21 133 731 45 30 22 19142 29 88 14440 77
internal_value=0 0.669126 2.66531 -0.0160574 0.148749 0.531822 0.806655 0.772845 0.124201 0.352382 0.807128 1.91857 0.676503 0.647614 1.53163 2.15601 0.0960171 1.78216 -0.0429104 -0.00611187 0.528187 0.554364 1.81748 0.636334 1.0206 0.838267 0.0919268 0.18984 0.21903 0.535874 1.58139 1.06622 -0.00770594 0.175951 0.197348 0.237135 2.02736 0.0613517 0.197936 -0.0588733 0.113076 -0.0136161 0.63577 -0.0143471 -0.0382109 0.0881515 0.0676881 0.215121 0.495308 0.884101 0.176569 0.110628 0.73349 0.377178 -0.0424619 0.0556018 -0.0454954 0.218938 -0.0751561 -0.0676412 -0.0680287 -0.0849983 -0.0842872
internal_weight=0 2626 169 101069 14155 2457 1253 538 13617 1497 322 140 1103 504 112 66 12120 48 86914 26300 456 285 150 1076 223 219 12080 2855 1175 853 125 58 26269 819 1153 1204 67 9225 237 60614 736 25450 46 25429 26729 867 846 1174 142 59 1032 795 83 237 25862 776 25086 83 33885 19259 19230 14626 14517
internal_count=103695 2626 169 101069 14155 2457 1253 538 13617 1497 322 140 1103 504 112 66 12120 48 86914 26300 456 285 150 1076 223 219 12080 2855 1175 853 125 58 26269 819 1153 1204 67 9225 237 60614 736 25450 46 25429 26729 867 846 1174 142 59 1032 795 83 237 25862 776 25086 83 33885 19259 19230 14626 14517
cat_boundaries=0 6 12 13 19 20 24 28 29 33 39 44 50 51 56 60
cat_threshold=1074823680 536920064 4640 40927530 794656 32 11567104 512 268501544 33554432 4 4096 32768 343934336 2147615394 346 134291456 880820310 5376 287 1081344 16384 0 33554432 1073774592 536887296 4096 3145994 1563 3145728 0 512 33554432 35995652 306446356 279543808 343937024 1152 8216 67108864 0 8 0 64 0 536870928 64 2105344 8208 256 2258 134356992 1283524608 3864292352 1611268736 140644352 0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=54
num_leaves=61
num_cat=0
split_feature=0 2 7 1 5 2 6 0 0 3 8 3 0 2 10 3 5 1 13 0 6 12 1 12 2 2 2 0 26 0 5 21 0 26 5 6 26 7 9 1 11 3 0 14 2 9 3 6 2 2 8 3 11 1 0 1 7 0 7 2
split_gain=1.17824e+07 6.55405e+06 3.65483e+06 2.84944e+06 1.54202e+06 1.49334e+06 1.10923e+06 1.01598e+06 1.85521e+06 964921 959121 778599 674364 1.03399e+06 578185 498949 1.47221e+06 477621 642524 463644 462892 445946 438391 383573 360712 388078 1.40311e+06 355129 357258 579116 345677 433184 344910 330921 327777 320846 311288 295299 342520 284539 279370 275453 258834 221179 206206 207333 200678 232135 188914 149584 144075 134543 127025 110619 102922 89990 57533.6 282279 40845.6 15545.4
threshold=162.49250000000004 440.02900000000005 371.89150000000006 96.32442850000001 302.32450000000006 50.853000000000009 877.0150000000001 6.6497500000000009 8.7137500000000028 384.83520000000004 239.43773250000004 543.52500000000009 335.27750000000009 658.86750000000018 164.75250000000003 152.51760000000004 254.50300000000001 262.64538500000009 64.038300000000007 28.148500000000002 104.02000000000001 172.78900000000002 252.70150000000004 310.81950000000006 749.57248000000016 55.44250000000001 54.609000000000002 29.239750000000004 2022.5000000000002 28.772400000000001 96.745000000000019 143.58300000000003 285.35875000000004 2022.5000000000002 99.686260000000019 183.56850000000003 2022.5000000000002 138.14056700000003 4.0535910000000008 365.02500000000003 364.16800000000006 315.53370000000007 53.937500000000007 20.706000000000007 148.09087000000002 41.27600000000001 50.155000000000008 47.642815000000006 8.6460000000000026 1070.9310000000003 1117.4100000000001 137.85750000000004 218.41500000000005 159.97720000000004 149.11750000000004 226.32900000000004 119.8135 594.30750000000012 2.8222380000000005 1070.9310000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 11 5 9 19 7 14 -9 17 35 12 51 -14 44 23 -17 40 33 30 24 37 53 -10 25 26 -7 28 29 -21 46 34 -11 -19 -32 48 49 52 -39 -12 43 54 -27 -2 55 -46 50 -48 -6 -26 -1 -3 -22 -16 -29 -5 57 -34 -30 -38
right_child=1 2 -4 6 10 20 -8 8 15 32 39 -13 13 -15 22 16 -18 18 -20 27 21 -23 -24 -25 36 42 -28 41 58 -31 31 -33 56 -35 -36 -37 59 38 -40 -41 -42 -43 -44 -45 45 -47 47 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61
leaf_value=-0.040365924706234478 0.40398928870472567 1.0689871597290039 5.5292461133684432 0.026952783197741425 0.10500653920854841 0.14908231510871495 2.4524626079201699 3.6098547334671021 0.36342268456216326 0.528619364958543 2.0763946464555016 3.5399463155995243 3.4967253363927204 0.91256761282682419 0.79670887964112425 0.59438624632492487 3.5969193882942201 1.1030417991994501 2.5368309398130937 0.15610380909659646 0.18815458870564516 1.7956990060439477 1.7834702502070245 1.7387985424768357 0.75120204653058742 0.057658533876374943 2.1447274011512136 0.042149191664176362 -0.01265230650251562 2.4255184959717422 1.2342844099044801 1.5471366164797828 0.98467368621826168 0.17296403989647374 0.078560035165849251 1.9039396745187265 0.39943020502726234 1.8081467285156252 0.33177634629336267 3.6268337345123292 1.2389481836871097 1.2276275123357774 0.35957014888993599 -0.059099817278685872 0.31182608803835782 1.3065838751693568 0.020625344269301581 0.35228026418483005 1.168074358701706 1.8154229721069337 0.55992808055877685 -0.077045713186264048 1.0225374306440354 -0.11846636886596679 0.3324992346810916 0.18254654780078788 2.3376820611953737 2.5785726613998414 0.49352281273603438 0.083851042824822516
leaf_weight=87361 1456 21 35 942 35 195 24 20 589 26 29 23 30 32 28 89 20 91 22 22 208 26 37 21 28 2653 43 3930 44 23 25 21 25 66 1333 27 27 30 33 20 38 20 318 111 165 24 2070 235 32 25 40 20 20 25 126 614 20 20 25 37
leaf_count=87361 1456 21 35 942 35 195 24 20 589 26 29 23 30 32 28 89 20 91 22 22 208 26 37 21 28 2653 43 3930 44 23 25 21 25 66 1333 27 27 30 33 20 38 20 318 111 165 24 2070 235 32 25 40 20 20 25 126 614 20 20 25 37
internal_value=0 0.728859 2.67052 -0.0143318 0.573949 -0.0229178 0.31258 0.292628 0.605692 0.497609 1.57491 1.87643 1.50497 2.16297 0.166549 0.522127 1.14531 0.446374 0.936328 -0.0305155 0.175784 0.540909 0.948162 0.410772 0.140984 0.121099 0.50964 0.072338 0.62283 1.31603 -0.0352469 0.121876 1.50204 0.712054 0.0998363 0.983617 0.686379 0.428797 1.03481 2.70923 0.391731 0.0569416 0.0899735 0.371186 0.126236 0.438145 -0.0376623 0.0544383 0.61274 1.25319 -0.0400912 0.509947 0.261346 0.365022 0.0511689 0.0883503 1.89141 1.69307 0.170744 0.216986
internal_weight=0 2179 161 101516 2018 98918 2598 2574 739 1875 143 126 103 62 1835 719 109 1784 179 95275 3643 317 90 610 3326 3209 238 4190 114 45 91085 1379 91 157 1358 94 117 291 63 49 1605 4076 2971 1567 1745 189 89706 2305 67 53 87401 41 228 53 4056 1556 65 45 69 64
internal_count=103695 2179 161 101516 2018 98918 2598 2574 739 1875 143 126 103 62 1835 719 109 1784 179 95275 3643 317 90 610 3326 3209 238 4190 114 45 91085 1379 91 157 1358 94 117 291 63 49 1605 4076 2971 1567 1745 189 89706 2305 67 53 87401 41 228 53 4056 1556 65 45 69 64
is_linear=0
shrinkage=0.01


Tree=55
num_leaves=64
num_cat=10
split_feature=0 25 25 0 17 1 14 1 6 5 24 25 1 25 4 7 4 0 1 24 1 6 6 0 4 4 26 10 17 0 0 24 0 7 5 25 21 0 24 0 8 9 5 5 8 0 7 7 0 1 16 1 10 6 4 14 0 8 0 14 0 25 4
split_gain=1.15756e+07 4.64782e+06 4.10574e+06 3.36907e+06 3.14939e+06 1.92668e+06 1.67116e+06 1.19155e+06 969517 865888 861818 1.06932e+06 999038 792157 691873 635316 624322 651466 616999 616326 671879 591280 519302 500834 477689 446593 709380 366581 345472 300275 291247 279912 269906 237675 224260 221922 219445 230602 217752 316297 211868 211497 208381 198093 197451 196307 190975 259229 187671 144889 149041 133805 131662 122414 115789 115705 104215 98677 35945.6 30647.9 27630.8 22144.8 31650.4
threshold=212.52070000000001 0 1 594.30750000000012 254.61300000000003 469.21250000000003 301.73250000000007 884.13250000000005 91.254000000000019 552.55750000000012 2 3 285.35875000000004 4 229.75969200000003 123.45 216.15000000000003 1438.4900000000002 87.303500000000014 5 242.38250000000002 344.61250000000007 52.247500000000009 367.42525000000006 449.81750000000005 15.581850000000001 2022.5000000000002 255.92650000000003 129.93500000000003 60.451000000000001 17.426900000000007 6 29.239750000000004 235.71680000000001 152.88900000000004 7 344.61250000000007 43.395400000000002 8 1077.3535000000002 157.50375000000003 149.53189650000004 64.594250000000002 234.22 678.89998000000014 162.49250000000004 421.77600000000007 522.5150000000001 228.21400000000003 38.038500000000006 33.335000000000008 242.38250000000002 349.36250000000007 85.762625000000014 0.67700000000000005 5.6142500000000011 120.13000000000001 2.1040000000000005 384.83520000000004 118.36660000000002 335.27750000000009 9 169.65250000000003
decision_type=2 9 9 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 2 2 2 1 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 2 2 2 2 9 2
left_child=1 5 3 7 16 8 14 19 10 15 11 12 -1 18 34 45 17 51 30 20 23 -11 -22 -2 27 55 -27 38 -17 40 46 32 -32 -18 57 44 37 -12 58 48 41 -20 -13 -33 49 -10 52 -48 -40 56 -51 -5 -3 54 -31 -21 -15 -7 60 61 -4 -37 -63
right_child=2 13 24 4 -6 6 -8 -9 9 21 36 42 -14 35 -16 28 33 -19 29 25 22 -23 -24 -25 -26 26 -28 -29 -30 53 31 43 -34 -35 -36 59 -38 -39 39 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 50 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 62 -64
leaf_value=0.47187315823233456 0.74905835848362712 -0.01552154250881997 -0.012995940487960289 1.9003327937353225 6.1532313355532562 0.54086825395241767 3.8613410091400149 3.4247455215454101 0.22837424972148865 0.72544765290759861 0.02729892182681664 0.12632102406849682 2.7272766437530516 -0.043220241732740958 2.1553922219709918 0.75100746815189212 0.50237904218526985 4.1047901307968866 0.10260101014324366 0.3624732927152306 3.2545626195271811 3.1279507675170897 1.2042282292956399 1.8913657761684486 1.8538748629320236 1.856793753252191 0.39112658154169716 1.4957632028139554 2.0308570891867079 0.7178214008101198 1.0434447649378202 0.057609443835515542 0.23786186711723303 1.9523836389780045 1.4266718325248133 -0.082861042900259946 0.87846573948860174 0.24767863601588339 0.84673115452782055 1.2613213644529644 0.9381820804932538 0.95758929093678791 0.49372347021943952 0.93513282133982734 0.95761782932281492 1.2110800888424829 1.405483184294267 0.1067883096255508 0.26178988818900989 0.039460615286322123 0.51299306479522155 2.7777778387069705 0.35748488177123827 1.0997871023875017 0.16786825872849725 -0.44512800788879398 0.1714768875847783 -0.14020916865422176 -0.23578703776995341 0.23118228847330269 0.37673916345057279 -0.066817487114564394 0.27580543597539264
leaf_weight=1090 122 24274 87 63 22 117 20 20 635 21 5058 2917 20 26976 33 174 26 21 813 157 30 20 21 56 21 59 75 26 24 86 58 2430 147 20 26 15250 32 524 61 38 34 30 163 26 20 21 22 51 544 1317 70 24 95 39 69 20 228 26 60 33 23 18978 27
leaf_count=1090 122 24274 87 63 22 117 20 20 635 21 5058 2917 20 26976 33 174 26 21 813 157 30 20 21 56 21 59 75 26 24 86 58 2430 147 20 26 15250 32 524 61 38 34 30 163 26 20 21 22 51 544 1317 70 24 95 39 69 20 228 26 60 33 23 18978 27
internal_value=0 -0.0131093 0.845166 1.38831 2.61403 0.181736 1.10398 1.02788 0.16277 0.477832 0.134008 0.242343 0.507935 -0.0364901 0.830978 0.409679 2.10843 2.52397 0.00757861 0.939108 1.33986 1.8974 2.41031 1.10844 0.360003 0.582215 1.03646 0.326903 0.906141 0.242995 -0.00172129 0.0976287 0.444119 1.13282 0.572365 -0.0562277 0.0526267 0.0479867 0.289522 0.370589 0.164242 0.133028 0.145293 0.0666279 -0.0356305 0.259833 -0.0125375 0.498176 0.320767 -0.0363378 0.0633592 2.14239 -0.0140674 0.599006 0.473004 0.271219 -0.0414208 0.417036 -0.0367382 -0.0733992 0.0684941 -0.0737141 -0.0662958
internal_weight=0 101994 1596 736 176 10921 222 560 10699 895 9804 4190 1110 91073 202 854 154 108 28174 540 229 41 51 178 860 311 134 839 198 1071 27103 2661 205 46 169 62899 5614 5582 813 643 877 843 3080 2456 28611 656 24442 73 605 28591 1387 87 24369 194 155 177 27204 143 170 34288 110 34255 19005
internal_count=103590 101994 1596 736 176 10921 222 560 10699 895 9804 4190 1110 91073 202 854 154 108 28174 540 229 41 51 178 860 311 134 839 198 1071 27103 2661 205 46 169 62899 5614 5582 813 643 877 843 3080 2456 28611 656 24442 73 605 28591 1387 87 24369 194 155 177 27204 143 170 34288 110 34255 19005
cat_boundaries=0 6 10 11 16 22 23 24 30 31 36
cat_threshold=1081344 536920064 4640 175276330 262192 32 3178496 0 544 33554432 87 32768 536870912 0 164096 262176 1946158976 2147615394 590282 73728 1074290756 13312 1075 1024 44384260 281018396 295731216 268443136 360711170 264 133 134348800 1291913216 3860098052 1141375105 677515272
is_linear=0
shrinkage=0.01


Tree=56
num_leaves=64
num_cat=14
split_feature=0 25 25 0 17 3 6 3 25 5 3 25 14 24 4 0 5 9 3 8 4 0 26 3 0 25 3 3 4 26 10 3 24 0 14 7 6 0 4 24 24 24 0 25 7 7 24 0 25 24 3 8 0 11 6 5 4 17 4 0 7 11 0
split_gain=1.13452e+07 4.55533e+06 4.02404e+06 3.30202e+06 3.08671e+06 1.86892e+06 2.70859e+06 1.06681e+06 776397 744129 658575 612397 745844 631550 611898 638501 606313 554495 554056 559256 468183 446813 595908 440639 431535 428565 406850 379221 366400 363845 359286 353965 314614 1.21897e+06 308780 279612 274014 264027 303147 239446 235176 219737 276205 217508 216970 299707 213418 310003 204039 220465 198001 193522 183937 171174 171064 151327 137691 149153 116004 88935.7 66065.7 45636.7 35230.2
threshold=212.52070000000001 0 1 594.30750000000012 254.61300000000003 78.36075000000001 543.52500000000009 233.37814 2 275.17750000000007 543.52500000000009 3 427.34070000000003 4 216.15000000000003 1438.4900000000002 263.89280000000008 356.30640000000005 143.79350000000002 108.77100000000002 449.81750000000005 438.42500000000007 2022.5000000000002 272.24748000000005 25.145000000000007 5 83.922500000000014 315.53370000000007 277.77250000000009 2022.5000000000002 255.92650000000003 8.6550000000000011 6 29.239750000000004 237.24250000000004 4.4150000000000009 36.616000000000007 52.192250000000008 547.82000000000005 7 8 9 90.015000000000015 10 421.77600000000007 522.5150000000001 11 1077.3535000000002 12 13 170.74000000000004 678.89998000000014 228.21400000000003 167.37000000000003 126.081 234.22 74.563750000000013 46.47140000000001 79.530000000000015 33.259025000000008 89.186000000000021 51.835000000000001 384.83520000000004
decision_type=2 9 9 2 2 2 2 2 9 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 1 1 1 2 9 2 2 1 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 14 11 9 17 18 25 50 37 13 28 15 31 -8 21 24 48 30 39 -23 -21 44 26 -7 -16 -13 35 46 -5 33 -26 53 -9 -15 38 40 -2 -1 61 -43 51 58 -46 62 52 49 -20 -11 56 -48 -31 -27 -34 59 -58 -3 -10 -50 -39 -4
right_child=2 8 20 4 -6 6 16 29 43 10 -12 12 -14 36 27 -17 -18 -19 19 23 -22 22 -24 -25 32 54 -28 -29 -30 34 -32 -33 55 -35 -36 -37 -38 41 -40 -41 -42 42 -44 -45 45 -47 47 -49 60 -51 -52 -53 -54 -55 -56 -57 57 -59 -60 -61 -62 -63 -64
leaf_value=0.16538853326133646 0.10479050820615111 -0.016256271598261658 0.0678091883876107 2.6696643821716313 6.0916991719332616 1.9729434360776628 1.7813266225294635 1.9079627493808144 -0.043438169578001465 1.4720435394960292 2.897777166366577 0.36740141426899248 1.7802580902725458 0.033009088983223238 0.21352630781090778 4.0637422152927947 4.1034186985181726 2.4099799335002898 0.74490828533641629 0.57027200209517637 1.8353360946973165 2.1407114976776969 0.45186231613159178 2.4741130836009977 2.7591367194327443 0.1102322301087921 0.5480690827404392 2.0294490817059643 1.2658948866357194 0.36759488441325999 1.4808055642934945 1.3794740341805125 0.086553105363535096 0.24065619294972795 2.3705329952239991 3.3687428665161132 0.44335191771112109 0.03268804474920034 1.01003491934608 0.71662024813094027 0.027561532231728449 0.94613965360835817 0.2707644655937102 -0.072665457688276217 1.4155140815734866 0.10226349980750105 0.83826380139491596 1.2487081572884007 -0.010947070542371498 0.084270367899845391 0.48685656145507217 0.94804162979125983 0.25917198761640226 1.5881873664855957 0.66549625199938578 0.80170230261484776 0.076293226241158238 0.8789193832874298 0.11287955494826482 0.039502463789548484 0.49981657055871831 0.42576368465143094 -0.23342916925748189
leaf_weight=1664 109 24453 110 50 22 21 22 38 26552 34 20 1322 32 1171 23 21 23 20 112 31 21 45 39 20 22 465 438 23 47 27 26 37 2157 152 20 20 189 225 34 222 4806 96 164 34288 25 57 61 38 265 106 51 20 544 20 63 30 656 24 716 1359 28 34 60
leaf_count=1664 109 24453 110 50 22 21 22 38 26552 34 20 1322 32 1171 23 21 23 20 112 31 21 45 39 20 22 465 438 23 47 27 26 37 2157 152 20 20 189 225 34 222 4806 96 164 34288 25 57 61 38 265 106 51 20 544 20 63 30 656 24 716 1359 28 34 60
internal_value=0 -0.0129783 0.836714 1.37443 2.58789 0.179919 0.563828 1.0176 -0.0361253 0.464748 1.26509 0.135489 0.2615 0.24465 2.08734 2.49873 2.96817 0.783633 0.00750283 0.318343 0.356403 0.705254 1.3566 1.31688 0.00117887 0.379605 0.600184 1.12149 0.39536 1.83182 0.323634 2.12096 0.130465 0.5287 1.32984 2.41168 0.0893775 0.0854548 0.0682561 0.539958 0.0633071 0.302631 0.50087 -0.0556655 -0.0109095 0.502645 0.286627 0.366883 0.218685 0.441466 0.880931 -0.0352742 0.31756 0.886996 0.173205 0.0959245 -0.0359744 0.104621 -0.0125827 -0.0393998 0.0366135 0.0811553 -0.0363708
internal_weight=0 101994 1596 736 176 10921 1137 560 91073 1092 105 9784 2761 2729 154 108 45 435 28174 562 860 415 84 51 27612 987 459 46 1369 125 839 87 2361 174 67 58 1360 7023 6504 331 6470 519 260 62899 25251 82 813 643 511 218 85 28611 605 47 528 2187 28591 680 25169 27911 293 259 170
internal_count=103590 101994 1596 736 176 10921 1137 560 91073 1092 105 9784 2761 2729 154 108 45 435 28174 562 860 415 84 51 27612 987 459 46 1369 125 839 87 2361 174 67 58 1360 7023 6504 331 6470 519 260 62899 25251 82 813 643 511 218 85 28611 605 47 528 2187 28591 680 25169 27911 293 259 170
cat_boundaries=0 6 10 16 22 23 26 27 28 29 30 36 37 43 44
cat_threshold=1081344 536920064 4640 175276330 262192 32 3178496 0 544 33554432 1946158976 2147615394 590282 73728 1074290756 13312 1048576 49152 4640 35651616 262160 32 1111 32768 0 32 1024 2960 19 2785 44384260 281018396 295731216 268443136 360711170 264 133 512 544 65544 0 4 8192 2659
is_linear=0
shrinkage=0.01


Tree=57
num_leaves=59
num_cat=14
split_feature=0 2 25 7 1 25 14 3 3 6 4 0 25 2 0 4 2 7 24 2 12 25 0 24 12 6 24 0 7 24 2 26 24 0 10 11 24 3 1 3 25 25 6 1 19 1 16 0 24 0 0 4 1 2 14 25 4 13
split_gain=1.11208e+07 6.14013e+06 4.46472e+06 3.25906e+06 1.87299e+06 1.77296e+06 1.62524e+06 1.37377e+06 1.36354e+06 2.51757e+06 800780 1.27421e+06 761021 772868 736876 670319 572011 539974 512418 588238 505155 512335 503894 493110 445701 431144 388995 742605 375627 364080 579400 334904 329329 1.1738e+06 273370 249656 249386 242544 236586 228048 215664 213182 208216 205690 148366 141661 145716 107124 140784 205741 101880 91584 77413.2 56193.5 30038 21727 31020.6 3990.87
threshold=212.52070000000001 512.13625000000013 0 371.89150000000006 469.21250000000003 1 301.73250000000007 384.83520000000004 78.36075000000001 665.85000000000014 165.05000000000004 507.82280000000009 2 284.91500000000008 883.10000000000014 229.75969200000003 117.51455000000003 108.77100000000002 3 12.070401500000001 890.55300000000011 4 25.145000000000007 5 258.88900000000007 65.306500000000014 6 438.42500000000007 26.782750000000004 7 749.57248000000016 2022.5000000000002 8 29.239750000000004 255.92650000000003 252.32950000000002 9 272.24748000000005 83.590500000000006 83.922500000000014 10 11 173.40750000000003 1070.9310000000003 562.93750000000011 38.038500000000006 33.335000000000008 219.99000000000004 12 1077.3535000000002 120.13000000000001 111.55832500000001 756.19086000000004 542.8678000000001 118.36660000000002 13 169.65250000000003 64.038300000000007
decision_type=2 2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 9 2 1 2 2 1 2 2 1 2 2 1 2 2 2 1 2 2 2 9 9 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2
left_child=2 5 4 10 8 7 15 16 20 18 11 -3 13 22 28 42 26 29 19 -10 21 36 39 -23 31 -20 27 -2 -9 53 -31 -18 33 -24 47 -28 -1 -12 -34 43 -41 44 52 -4 45 50 -47 -7 51 -50 -14 -49 -6 -15 55 57 -57 -43
right_child=1 3 12 -5 6 34 -8 14 9 -11 37 -13 41 17 -16 -17 24 -19 25 -21 -22 23 32 -25 -26 -27 35 -29 -30 30 -32 -33 38 -35 -36 -37 -38 -39 -40 40 -42 54 -44 -45 -46 46 -48 48 49 -51 -52 -53 -54 -55 -56 56 -58 -59
leaf_value=0.1573684527877541 0.6985011934125146 1.5093767531712852 -0.016691323462203735 6.3594952487945555 0.62293195318901673 0.87502052545547482 3.8066407756805423 0.93952586855207176 0.49450283068788148 3.9260732487269809 0.39276790142059326 4.841208393790505 -0.042339222817977022 0.11659461448987327 3.8078570315951392 2.1218197926608 1.6626210494602427 2.0226643632805867 0.17604620302039201 1.590223209495786 1.4876542444582339 0.37192386100306207 2.731545285961845 0.097384673110443104 2.7903550901412961 0.6910014181164178 0.43337443195009029 2.261672681671508 2.4046000244958061 0.4573065044615004 2.1520748563913199 0.63299041125733968 0.065829662461273572 0.27251466602826435 1.4261380913144066 1.5556770560854958 0.030001644778638106 1.9314968890235538 0.37464929100073563 0.40520889035657959 0.040524721352799428 -0.081554556692673266 1.4954705365498862 0.90952281554539993 0.82606122636795054 0.039393596395324457 0.50760476259674348 -0.050720028678576154 0.28897285636717623 1.1194537553191186 0.17040170584415548 0.57129277803279732 0.15829496764745871 -0.37350718876894784 0.22959712425867718 -0.065422659954475729 0.27377404230612296 0.053228766701438217
leaf_weight=2300 86 24 24730 24 87 28 20 35 129 21 20 22 26976 75 21 33 68 23 623 79 27 1331 22 1325 20 220 353 47 35 90 26 59 1961 165 21 21 4644 21 284 235 505 15228 21 24 20 1318 70 192 440 32 227 27 61 34 33 18978 27 22
leaf_count=2300 86 24 24730 24 87 28 20 35 129 21 20 22 26976 75 21 33 68 23 623 79 27 1331 22 1325 20 220 353 47 35 90 26 59 1961 165 21 21 4644 21 284 235 505 15228 21 24 20 1318 70 192 440 32 227 27 61 34 33 18978 27 22
internal_value=0 0.828399 -0.0128476 3.09708 0.178121 0.65882 1.08743 1.00032 0.15942 0.497727 2.19711 3.10286 -0.0357632 0.00743074 2.16494 0.818198 0.853566 0.563218 0.429225 0.868892 0.121749 0.117907 0.00249767 0.235843 1.4028 0.306796 0.69432 1.16342 1.67206 0.414031 0.770726 1.18429 0.140029 0.533294 0.297476 0.483465 0.0723539 1.1809 0.104431 -0.0106222 0.16236 -0.055109 0.563645 -0.0157933 -0.0349215 -0.035536 0.0630066 0.268648 0.244077 0.338113 -0.040564 0.0248326 0.431426 -0.0332323 -0.071939 -0.0722505 -0.0649066 -0.0813068
internal_weight=0 1596 101994 111 10921 1485 222 745 10699 1072 87 46 91073 28174 91 202 654 248 1051 208 9627 9600 27926 2656 147 843 507 133 70 225 116 127 2432 187 740 374 6944 41 2245 25494 740 62899 169 24754 28611 28591 1388 719 691 472 27203 219 148 109 34288 34255 19005 15250
internal_count=103590 1596 101994 111 10921 1485 222 745 10699 1072 87 46 91073 28174 91 202 654 248 1051 208 9627 9600 27926 2656 147 843 507 133 70 225 116 127 2432 187 740 374 6944 41 2245 25494 740 62899 169 24754 28611 28591 1388 719 691 472 27203 219 148 109 34288 34255 19005 15250
cat_boundaries=0 6 12 18 19 25 26 27 28 29 30 35 41 42 47
cat_threshold=1081344 536920064 4640 175276330 262192 32 11583492 0 544 33587200 64 4096 1946158976 2147615394 590282 73728 1074290756 13312 69 1048576 49152 4640 35651616 262160 32 1111 50 930 1024 531 67108864 544 65544 0 8196 44384260 281018396 295731216 268443136 360711170 264 165 134348800 1291913216 3860098052 1141375105 677515272
is_linear=0
shrinkage=0.01


Tree=58
num_leaves=62
num_cat=14
split_feature=0 2 25 7 1 25 14 3 3 6 1 0 0 2 2 5 7 7 24 5 12 25 25 24 25 6 0 13 2 24 0 7 2 1 3 19 24 5 24 1 0 0 25 5 9 8 8 3 8 0 24 0 25 16 6 1 3 2 25 11 2
split_gain=1.08995e+07 6.01795e+06 4.3761e+06 3.19421e+06 1.8357e+06 1.73768e+06 1.5929e+06 1.34644e+06 1.33636e+06 2.46747e+06 748924 722213 717776 561672 560628 734898 557438 963104 502221 1.12201e+06 495098 502232 485752 483370 423380 422564 406360 385127 391615 381254 727827 368152 344965 316636 312535 246438 244447 234810 213187 421318 211450 586842 210436 197469 193835 183522 163080 138269 138259 93734.8 134827 194199 73936.2 87680.9 75945.6 73327.1 34739 30199.8 26544.9 9223.95 5464.72
threshold=212.52070000000001 512.13625000000013 0 371.89150000000006 469.21250000000003 1 301.73250000000007 384.83520000000004 78.36075000000001 665.85000000000014 61.114000000000011 883.10000000000014 468.98000000000008 364.96250000000003 117.51455000000003 148.89700000000005 96.060000000000016 394.58800000000002 2 392.81250000000006 890.55300000000011 3 4 5 6 65.306500000000014 594.30750000000012 13.153700000000002 1070.9310000000003 7 438.42500000000007 26.782750000000004 749.57248000000016 205.14500000000004 335.00670000000008 22.048000000000005 8 343.26000000000005 9 285.35875000000004 27.772570500000004 29.239750000000004 10 186.72000000000003 172.78900000000002 239.43773250000004 2.1040000000000005 86.176192500000013 617.48075000000006 219.99000000000004 11 1077.3535000000002 12 2.1720000000000006 87.303500000000014 126.06400000000002 35.217375000000011 130.34875000000002 13 47.301500000000011 174.76450000000003
decision_type=2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 9 1 9 2 2 2 2 1 2 2 2 2 2 2 1 2 1 2 2 2 9 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 9 2 2
left_child=2 5 4 12 8 7 16 14 20 18 13 31 33 22 29 26 43 -18 19 -10 21 36 40 -23 34 -20 -16 28 56 30 -2 -9 -14 -3 38 -31 -1 -17 39 -12 47 -42 48 46 49 -40 -6 -4 -24 -7 57 -52 53 54 -26 -55 -15 -51 -44 60 -54
right_child=1 3 10 -5 6 44 -8 11 9 -11 24 -13 32 27 15 37 17 -19 25 -21 -22 23 42 -25 52 -27 -28 -29 -30 35 -32 -33 -34 -35 -36 -37 -38 -39 45 -41 41 -43 58 -45 -46 -47 -48 -49 -50 50 51 -53 59 55 -56 -57 -58 -59 -60 -61 -62
leaf_value=0.15580157948478865 0.69151617904042084 0.324295373916626 -0.011189923572795399 6.295900319417318 0.54402600273751378 0.82940403103828431 3.7685743751525878 0.93013061904907235 0.66200543381749311 3.8868125570388066 0.36933074629069956 3.7697784292130248 3.9089545009447182 0.012459228260000956 0.56273818884140403 3.2222782440185544 3.425080261707306 0.42459286565366 0.17428574326452625 3.153364562213421 1.4727777269151476 0.36823235921567277 -0.035797909702229375 0.096418119063259061 0.010841379194815388 0.68409140628305354 2.1604787006378174 1.8005402010963076 1.355717694067186 0.42571792592859675 2.2390559293868693 2.3805540045329501 2.1574211324344983 2.0628094152970746 1.2328192881494762 1.4942129520747971 0.029702274182674904 1.8138252828861106 0.15792030544958333 1.7048933402981079 1.0690290012474983 0.075927186594240637 -0.080343610992021419 1.3937812767858091 1.0248561769212996 1.0079424634346597 -0.39636033188212999 0.16059647022564874 0.60222090608933398 -0.011687129151941551 0.28489386815612561 1.1045416685842699 -0.074304740985614112 0.11856213586032391 0.44688169556994772 0.84413147697081936 0.45259311589327722 0.39605246829986568 -0.062801037860226311 0.13714911580085754 -0.21045128483926095
leaf_weight=2300 86 20 16781 24 114 28 20 35 188 21 151 21 23 97 78 20 20 23 623 20 27 1331 32511 1325 562 220 20 21 31 351 47 35 22 22 32 23 4644 29 1100 28 62 1477 15200 23 35 26 22 482 34 198 428 31 602 30 43 26 22 20 21704 20 31
leaf_count=2300 86 20 16781 24 114 28 20 35 188 21 151 21 23 97 78 20 20 23 623 20 27 1331 32511 1325 562 220 20 21 31 351 47 35 22 22 32 23 4644 29 1100 28 62 1477 15200 23 35 26 22 482 34 198 428 31 602 30 43 26 22 20 21704 20 31
internal_value=0 0.820115 -0.012718 3.06611 0.176346 0.652232 1.07655 0.990316 0.157832 0.49275 -0.0354051 2.14329 2.17514 -0.0403743 0.84503 1.38877 0.810016 1.82017 0.424933 0.860203 0.120538 0.116735 -0.0414838 0.233503 0.130206 0.303728 0.888808 0.532188 0.354619 0.687377 1.15179 1.65534 3.05265 1.23495 0.254547 0.47863 0.071633 2.3887 0.232509 0.547651 0.00361757 0.115935 -0.0536869 0.53683 0.294501 0.175985 0.391905 -0.00639348 -0.0351206 0.262419 0.23897 0.332997 0.0017376 0.0757273 0.0418327 0.455434 0.0938285 0.0245921 -0.0700463 -0.0731711 -0.0809723
internal_weight=0 1596 101994 111 10921 1485 222 745 10699 1072 91073 91 87 88422 654 147 202 43 1051 208 9627 9600 88251 2656 2651 843 98 171 150 507 133 70 45 42 1337 374 6944 49 1305 179 18802 1539 69449 159 740 1126 136 17263 32545 705 677 459 1314 661 605 56 119 218 36904 653 633
internal_count=103590 1596 101994 111 10921 1485 222 745 10699 1072 91073 91 87 88422 654 147 202 43 1051 208 9627 9600 88251 2656 2651 843 98 171 150 507 133 70 45 42 1337 374 6944 49 1305 179 18802 1539 69449 159 740 1126 136 17263 32545 705 677 459 1314 661 605 56 119 218 36904 653 633
cat_boundaries=0 6 12 13 19 25 26 32 33 34 35 41 42 48 53
cat_threshold=1081344 536920064 4640 175276330 262192 32 11583492 0 544 33587200 64 4096 69 1048576 49152 4640 35651616 262160 32 1946158976 2151809570 524746 78336 1074291718 1024 1111 100681224 528 2162760 0 276832324 4096 50 531 17 10829824 277086364 295796752 268438528 293601472 12552 165 10813572 33554464 276856834 0 0 8192 134348800 1291913216 3860098048 1678246017 677515272
is_linear=0
shrinkage=0.01


Tree=59
num_leaves=61
num_cat=14
split_feature=0 25 25 0 17 1 14 3 6 1 3 1 4 4 0 25 9 26 24 5 12 25 24 4 25 6 3 3 10 24 3 24 5 24 0 0 9 8 8 4 8 4 10 24 25 20 0 25 9 5 3 11 11 8 10 25 16 1 5 1
split_gain=1.06826e+07 4.28926e+06 3.80171e+06 3.13898e+06 2.99241e+06 1.79914e+06 1.5612e+06 1.30972e+06 2.41836e+06 1.15299e+06 765639 734021 655827 611239 618098 540939 537587 516775 492226 1.09968e+06 485240 492329 473822 453463 414955 414155 354137 353514 342091 316529 306315 239606 212606 210104 241865 274495 209779 370929 274860 196504 210645 183222 192683 174146 249916 164384 176475 163779 160245 155968 128966 120884 104588 96996.4 81286.7 61248.1 91678.9 46124.8 86533.4 6059.41
threshold=212.52070000000001 0 1 594.30750000000012 254.61300000000003 469.21250000000003 301.73250000000007 78.36075000000001 665.85000000000014 884.13250000000005 272.24748000000005 61.114000000000011 229.75969200000003 216.15000000000003 1438.4900000000002 2 367.7580000000001 2022.5000000000002 3 392.81250000000006 890.55300000000011 4 5 449.81750000000005 6 65.306500000000014 8.6550000000000011 315.53370000000007 255.92650000000003 7 335.00670000000008 8 152.88900000000004 9 1077.3535000000002 228.21400000000003 145.75200000000004 31.919999999999998 198.35000000000005 137.69150000000005 617.48075000000006 77.982250000000008 36.661000000000008 10 11 1.2639500000000001 107.62696000000001 12 22.763000000000002 64.594250000000002 143.79350000000002 186.66000000000003 172.78900000000002 2.1040000000000005 143.29500000000004 13 2.1720000000000006 156.08950000000002 107.74675000000001 198.54500000000004
decision_type=2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 9 1 2 9 2 2 2 2 1 2 1 2 1 2 2 2 2 2 2 2 2 2 1 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 5 3 9 13 7 12 20 18 10 16 15 32 14 26 41 29 49 19 -9 21 31 -23 28 30 -20 -5 -15 33 -2 36 -1 53 57 35 -35 38 -38 -13 40 47 43 51 44 -3 46 -41 -17 -44 -12 -45 -43 -19 -7 55 56 -26 58 -4 -57
right_child=2 11 23 4 -6 6 -8 8 -10 -11 17 24 -14 27 -16 39 -18 52 25 -21 -22 22 -24 -25 54 -27 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 37 -39 -40 45 -42 42 48 50 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 59 -58 -59 -60 -61
leaf_value=0.15425030824996014 1.0976634622211299 0.29083946854478182 0.0464529073426104 2.613074588775635 5.9674712892012165 0.52166383774871494 3.7308886623382569 0.65538537256895224 3.8479443304879322 3.3443347053527832 1.8002798428742781 0.17655640925687816 2.0913683876846774 0.18277376703594039 3.9757253819420226 -0.037391453452113074 2.3191590776443483 0.55001611064981537 0.17254288435699852 3.1218309412002565 1.4580500044646088 0.36457749360093067 0.095461162146252387 1.8005345884958903 0.025233399068467874 0.6772504875286991 1.3225703461105758 1.9360675318344782 1.4419272906963643 0.42611957797892275 1.2204910811968148 0.029405889752527364 1.3819420078167548 1.0692414507269861 1.2782088394165039 0.27155694137716518 1.708032053067134 0.14054775496530864 1.0754815116609846 0.06329277859224175 0.84477719013507557 0.076608459011391933 0.30023773873293841 -0.021770081002961076 0.028990707314785983 0.95487823798656468 1.0296391463279724 -0.069068943278087699 1.232467749321035 2.9208949555291071 0.20904898793595592 0.84850058146885465 1.4476325706481934 -0.15358869332533617 0.59099903376206109 -0.058732625296168621 0.45948079108840456 -0.31625821014930461 0.65216667322012101 -0.12684814604606418
leaf_weight=2300 111 386 254 50 22 117 20 188 21 20 23 1208 33 23 21 28683 20 27 623 20 27 1331 1325 21 588 220 37 23 26 307 32 4644 26 48 30 426 26 36 35 343 26 599 54 15129 4687 25 20 38175 28 27 246 21 25 26 23 469 53 29 26 181
leaf_count=2300 111 386 254 50 22 117 20 188 21 20 23 1208 33 23 21 28683 20 27 623 20 27 1331 1325 21 588 220 37 23 26 307 32 4644 26 48 30 426 26 36 35 343 26 599 54 15129 4687 25 20 38175 28 27 246 21 25 26 23 469 53 29 26 181
internal_value=0 -0.0125904 0.811914 1.33455 2.5176 0.174589 1.06579 0.15626 0.487822 0.986569 0.899245 -0.0350512 0.801916 2.02476 2.43592 -0.0399708 0.717535 1.67953 0.420684 0.851601 0.119339 0.115574 0.231185 0.345102 0.128904 0.300691 2.06424 1.05942 0.312786 0.640902 0.252002 0.0709194 0.550129 0.276675 0.39952 0.352335 0.230184 0.79788 0.201868 -0.0538351 -0.0551448 0.0041511 0.163004 -0.00130046 0.0494475 0.170552 0.116535 -0.0554948 0.61856 2.40541 -0.0180652 0.102753 0.981562 0.398891 0.00172023 -0.00876483 0.0601993 0.0613915 0.102698 -0.0765229
internal_weight=0 101994 1596 736 176 10921 222 10699 1072 560 540 91073 202 154 108 88422 438 102 1051 208 9627 9600 2656 860 2651 843 87 46 839 418 1337 6944 169 813 504 474 1305 62 1243 67272 66884 21150 702 20448 5073 388 363 66858 82 50 15375 620 52 143 1314 1291 641 309 280 650
internal_count=103590 101994 1596 736 176 10921 222 10699 1072 560 540 91073 202 154 108 88422 438 102 1051 208 9627 9600 2656 860 2651 843 87 46 839 418 1337 6944 169 813 504 474 1305 62 1243 67272 66884 21150 702 20448 5073 388 363 66858 82 50 15375 620 52 143 1314 1291 641 309 280 650
cat_boundaries=0 6 10 16 17 23 24 30 31 32 33 34 40 46 52
cat_threshold=1081344 536920064 4640 175276330 262192 32 3178496 0 544 33554432 1946158976 2151809698 524746 78336 1074291712 9216 69 1048576 49152 4640 35651616 262160 32 1111 100681224 528 2162760 0 276832324 4096 50 531 647 1284 1073741824 130 256 8192 0 1024 10829824 277086220 295796752 268438528 293601478 4360 10813572 33554464 276856832 16777216 0 8192
is_linear=0
shrinkage=0.01


Tree=60
num_leaves=63
num_cat=16
split_feature=0 25 2 25 2 25 24 2 4 15 8 6 0 12 25 3 9 2 2 4 3 11 3 0 5 5 25 12 8 4 24 24 11 0 3 0 24 25 9 5 15 4 25 3 5 9 5 7 0 2 8 10 25 25 24 3 25 16 25 4 12 0
split_gain=1.0315e+07 4.62017e+06 3.80842e+06 1.77081e+06 1.40182e+06 1.18545e+06 1.36245e+06 7.78858e+06 1.10833e+06 1.08526e+06 946464 907578 894869 829986 824999 745997 745274 723580 607185 542483 529917 524418 687870 498605 473590 817163 458847 601542 415457 405020 393990 333623 571554 333202 289653 271769 254680 343741 247004 238127 234655 201465 184204 180977 191692 173051 181881 167604 163146 237229 167526 149738 145686 112221 104388 100335 93463.2 77278.6 28094.6 32059.5 8389.04 865.588
threshold=193.54350000000002 0 512.13625000000013 1 35.150000000000013 2 3 63.252850000000002 371.41875000000005 65.094000000000008 1117.4100000000001 143.41900000000001 6.6497500000000009 375.28000000000003 4 603.67000000000019 319.79062500000009 1070.9310000000003 297.32750000000004 4.5710000000000006 233.37814 10.361000000000002 384.83520000000004 13.866450000000002 392.81250000000006 448.18200000000007 5 671.11374000000012 490.81062000000003 483.06600000000009 6 7 24.228750000000005 1077.3535000000002 42.911000000000008 52.192250000000008 8 9 124.14000000000003 130.89900000000003 109.13000000000001 27.155175000000003 10 87.520000000000024 171.08800000000002 145.75200000000004 5.9694960000000004 29.088000000000005 44.745000000000005 101.31180000000002 678.89998000000014 264.75500000000005 11 12 13 65.713074000000006 14 35.554400000000008 15 160.239 104.02000000000001 1438.4900000000002
decision_type=2 9 2 9 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 1 2 2 2 2 1 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 9 1 2 9 2 9 2 2 2
left_child=1 4 3 8 10 6 7 -6 13 19 24 35 -13 21 17 31 29 23 -9 55 -21 22 -2 43 26 -26 30 -28 33 -10 -1 32 -7 45 42 -8 37 -25 -27 -31 51 -23 48 54 -45 53 -47 -38 50 -50 -16 52 -36 -5 -3 -4 -33 -42 59 -44 -60 -35
right_child=2 14 9 28 5 15 11 18 16 -11 -12 12 -14 -15 34 -17 -18 -19 -20 20 -22 41 -24 36 25 38 27 -29 -30 39 -32 56 -34 61 40 -37 47 -39 -40 -41 57 -43 58 44 -46 46 -48 -49 49 -51 -52 -53 -54 -55 -56 -57 -58 -59 60 -61 -62 -63
leaf_value=0.37072440044825522 0.78300260884194151 -0.041328527245832837 3.4100927298409598 0.30624743002795418 7.384441254355691 0.32749594277327826 0.15245606533896466 0.19489260012103665 2.5063954536437989 4.5853894176483152 1.9932081876482284 0.53290645956993099 2.6508199581347016 2.4888022715469886 -0.040474246649519721 1.9602491798400881 3.4476175888061524 1.7572383872667947 2.1987030463218691 0.24186722651771878 2.1650168097646616 -0.30157913320714774 2.0985710161231284 0.81340978389769281 2.4921500474756413 0.19046034713782889 0.076235471672816787 1.7335476415807551 1.6313457169740095 1.6342463933504545 0.11076497482186234 0.30924634811726021 1.9275294841157979 1.0681259925024851 0.12660780393503365 0.9021470421079606 0.046478218965787271 0.20460018737654012 1.3597787718339398 0.28082690605750449 0.37979272047678631 0.5623786115646362 -0.056928726305454751 0.1191116678155629 0.79727831469641786 0.2006555262066069 1.5331369922161102 0.29146451706348947 0.047155418507549743 0.68307265843114551 0.79532906611760457 0.85220815539360051 -0.045144046135097142 0.058847459609806536 0.011222771852913711 2.4204175019264222 0.0099755088730215744 1.1411003727714222 -0.074504430911141284 0.2461187948499407 0.13038266122341155 0.98799751391777624
leaf_weight=1305 525 5637 21 367 22 97 208 62 25 20 28 42 38 29 30844 25 25 24 20 23 38 55 43 104 22 101 4851 22 23 26 1100 131 29 28 974 63 1816 663 22 26 30 53 13399 565 45 21 20 330 1090 62 24 23 986 390 11425 20 417 24 25010 35 20 26
leaf_count=1305 525 5637 21 367 22 97 208 62 25 20 28 42 38 29 30844 25 25 24 20 23 38 55 43 104 22 101 4851 22 23 26 1100 131 29 28 974 63 1816 663 22 26 30 53 13399 565 45 21 20 330 1090 62 24 23 986 390 11425 20 417 24 25010 35 20 26
internal_value=0 -0.0134492 0.749391 0.625647 0.208114 0.532677 0.925106 1.9168 0.961263 2.45542 0.158126 0.586314 1.53892 0.832212 -0.0339399 0.260275 1.94747 0.0218882 0.683627 2.03778 1.43989 0.761145 0.882597 0.0198756 0.151204 0.717096 0.13993 0.0835462 0.30168 1.46041 0.252775 0.201081 0.644599 0.269327 -0.0498059 0.326738 0.141096 0.296557 0.399607 0.957537 0.0677465 0.1224 -0.0532103 -0.000106054 0.16914 0.217883 0.850646 0.0837605 -0.0354527 0.0813801 -0.0398244 0.050035 0.0406217 0.183612 -0.00615695 2.92732 0.0857765 0.718152 -0.067966 -0.0560974 -0.074311 1.02955
internal_weight=0 101735 1804 1682 8605 1154 455 104 807 122 7451 351 80 705 93130 699 102 20609 82 102 61 676 568 20585 7423 145 7278 4873 875 77 2405 674 126 852 72521 271 2913 767 123 52 2037 108 70484 17672 610 798 41 2146 32020 1152 30868 1983 1960 757 17062 41 548 54 38464 13434 25030 54
internal_count=103539 101735 1804 1682 8605 1154 455 104 807 122 7451 351 80 705 93130 699 102 20609 82 102 61 676 568 20585 7423 145 7278 4873 875 77 2405 674 126 852 72521 271 2913 767 123 52 2037 108 70484 17672 610 798 41 2146 32020 1152 30868 1983 1960 757 17062 41 548 54 38464 13434 25030 54
cat_boundaries=0 6 12 13 14 20 25 26 27 28 31 37 43 49 50 54 60
cat_threshold=1074823168 536887296 4608 40010026 786464 32 10534916 512 544 33554432 0 256 32768 1036 335545216 2147648162 490 202387456 1082138646 1032 1073774592 536887296 4096 131072 32 335 67 1058 67108864 0 72 547701764 314834960 287932432 8455168 285230144 12544 44385288 0 276889600 0 268436032 4096 68157952 147472 65544 2097152 8396880 8192 2696 1048576 0 0 32768 38275088 8268 142737412 17041477 2248247945 514
is_linear=0
shrinkage=0.01


Tree=61
num_leaves=61
num_cat=13
split_feature=0 25 2 25 1 0 0 4 15 2 25 2 2 26 12 25 9 2 0 1 5 5 11 0 4 0 1 25 11 7 18 2 24 5 7 7 0 24 25 5 1 2 4 1 1 4 1 19 26 25 24 4 25 25 4 1 25 5 5 0
split_gain=1.01102e+07 4.52854e+06 3.73255e+06 1.73534e+06 1.4792e+06 1.35419e+06 1.64578e+06 1.08627e+06 1.06367e+06 921841 891473 1.57962e+06 2.91107e+06 816159 813469 808662 730443 709232 677627 595420 554304 757011 513982 488677 396960 350534 354215 337154 321854 343266 313868 305985 287093 285777 271532 254139 250942 250229 337689 233388 218162 234306 200712 230878 198326 197456 196689 187782 176753 163686 130751 187589 110573 109945 107404 96589.7 82098.5 10605.5 5129.52 4623.95
threshold=193.54350000000002 0 512.13625000000013 1 383.83325000000008 6.6497500000000009 85.033590000000018 371.41875000000005 65.094000000000008 35.150000000000013 2 62.336000000000006 52.029000000000003 2022.5000000000002 375.28000000000003 3 319.79062500000009 1070.9310000000003 507.82280000000009 365.02500000000003 392.81250000000006 448.18200000000007 10.361000000000002 13.866450000000002 483.06600000000009 1077.3535000000002 469.21250000000003 4 24.228750000000005 6.3508000000000004 53.84040000000001 315.17050000000006 5 421.77600000000007 276.983 255.31490000000005 30.063000000000006 6 7 130.89900000000003 122.82375000000002 108.75750000000001 326.59750000000003 1070.9310000000003 165.05000000000004 27.155175000000003 27.798999999999999 617.48075000000006 2022.5000000000002 8 9 81.524400000000014 10 11 85.431000000000026 469.21250000000003 12 522.5150000000001 779.2410000000001 1438.4900000000002
decision_type=2 9 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 9 1 2 9 9 2 2 9 2 2 2
left_child=1 4 3 7 9 42 -7 14 13 20 11 12 -11 18 22 17 24 23 -4 -15 27 -22 34 50 -9 26 30 48 44 -30 53 -13 -29 36 -2 -23 47 38 -25 -26 52 -42 43 55 -12 -24 -39 49 -1 -17 56 -52 -38 -5 57 -6 -3 -35 -59 -27
right_child=2 15 8 25 5 6 -8 16 -10 10 28 31 -14 19 -16 33 -18 -19 -20 -21 21 35 45 37 39 59 -28 32 29 -31 -32 -33 -34 54 -36 -37 40 46 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53 -54 -55 -56 -57 -58 58 -60 -61
leaf_value=0.13995078522346802 0.8186004921012604 0.044183836381627907 1.6982671156296363 0.35806891817903314 0.11879499871390208 4.1625103994057735 0.89740392957863058 2.4813315002441407 4.5395354366302492 0.72711888504028321 0.074189776902588517 0.35749349042590789 4.8524716648688688 0.00035008468627929686 2.4639142315963221 -0.037628938527282704 3.4131414169311522 1.7396659557024636 3.9402209188256947 2.229802644149117 2.574053288459778 0.24393929258305977 -0.29856333559209647 0.80598919694491644 1.6179039397606483 1.1617723132824076 1.398833325459407 0.33690743797189937 1.3290932999610903 0.13876307431687701 1.2723619397481283 1.0312202981338705 0.12712950503165574 0.50448754787445071 1.7402679804581052 1.4607160080046881 0.087978326158183226 0.020892612152104206 0.2025845863848349 0.27801864293905404 0.23006336752513443 1.2967634301919204 1.4731756123304367 -0.49350385348002113 0.77338994546370077 0.55675482648723529 0.23023402114907435 0.91512278890609733 0.013585713763925889 -0.068403155358403994 0.0085321800337787908 0.21850632875412704 -0.04158790971992108 0.092198328529669485 1.1485156095595588 0.72917220585346232 -0.067843461209710396 0.12783253062855113 0.34633269945780437 0.97811751842498784
leaf_weight=2234 534 795 26 223 35 26 38 25 20 50 520 245 26 25 29 32644 25 24 28 23 20 94 55 104 26 29 26 1182 50 47 27 93 1542 22 34 21 1328 1508 663 26 99 26 20 24 44 53 639 20 2194 36988 12890 440 1290 544 21 100 3586 22 21 26
leaf_count=2234 534 795 26 223 35 26 38 25 20 50 520 245 26 25 29 32644 25 24 28 23 20 94 55 104 26 29 26 1182 50 47 27 93 1542 22 34 21 1328 1508 663 26 99 26 20 24 44 53 639 20 2194 36988 12890 440 1290 544 21 100 3586 22 21 26
internal_value=0 -0.0133129 0.741917 0.619413 0.206043 0.975395 2.22385 0.95165 2.43087 0.183932 0.457297 0.81606 2.13842 2.01741 0.82389 -0.0335993 1.928 0.0216044 2.86076 1.06863 0.143604 0.778418 0.753534 0.0196157 1.44581 0.298705 0.250282 0.131621 0.216966 0.752335 0.212672 0.542868 0.219056 -0.049327 0.873771 0.466133 -0.0500182 0.139618 0.293722 0.947961 0.0437998 0.451937 0.529019 0.410258 0.128737 0.121176 0.0828121 -0.0537129 0.0771647 -0.0539912 -0.000128424 0.0154515 0.0243127 0.175369 0.526777 0.570926 -0.0474601 0.325908 0.234542 1.07495
internal_weight=0 101735 1804 1682 8605 243 64 807 122 8362 1075 414 76 102 705 93130 102 20649 54 48 7287 135 676 20625 77 875 820 7152 661 97 794 338 2724 72481 568 115 72395 2914 767 52 2743 125 179 159 564 108 2147 69652 4428 69632 17711 13330 2618 767 86 135 4381 65 43 55
internal_count=103539 101735 1804 1682 8605 243 64 807 122 8362 1075 414 76 102 705 93130 102 20649 54 48 7287 135 676 20625 77 875 820 7152 661 97 794 338 2724 72481 568 115 72395 2914 767 52 2743 125 179 159 564 108 2147 69652 4428 69632 17711 13330 2618 767 86 135 4381 65 43 55
cat_boundaries=0 6 12 13 19 25 26 27 30 36 37 43 49 54
cat_threshold=1074823168 536887296 4608 40010026 786464 32 10534916 512 544 33554432 0 256 32768 335545216 2147648162 506 202387456 1082138646 1032 1048576 0 512 33587234 786432 32 587 1058 67108864 0 72 547701764 281280528 296321024 8454144 285230152 12544 2184 40174596 35651584 278986752 1024 268435456 4096 1024 131088 65544 0 8260 8192 268436096 2147516416 128 1048576 16
is_linear=0
shrinkage=0.01


Tree=62
num_leaves=64
num_cat=6
split_feature=0 2 1 4 2 15 5 3 9 3 26 10 0 12 7 1 9 7 7 0 5 1 5 2 13 24 26 16 2 2 26 7 11 11 11 24 0 3 24 4 1 4 4 9 26 2 24 0 4 0 24 0 15 4 2 1 24 3 17 2 4 2 10
split_gain=9.90966e+06 3.65816e+06 2.17584e+06 1.53979e+06 1.11365e+06 1.0425e+06 1.01369e+06 1.35201e+06 950802 887079 799918 783400 664143 653820 1.77167e+06 583571 471807 468456 1.04868e+06 435773 429295 444208 702147 418302 539337 557675 683351 433407 388613 996540 2.22063e+06 375239 325310 320513 300692 293219 1.24223e+06 272703 258276 290850 255981 347644 248037 260113 192923 186550 185592 182947 181894 181638 178111 168929 159365 150136 129376 187937 126561 123689 110100 105088 94923.1 83841.6 80912.4
threshold=193.54350000000002 512.13625000000013 96.32442850000001 371.41875000000005 52.029000000000003 65.094000000000008 392.81250000000006 108.75750000000001 128.24750000000003 384.83520000000004 2022.5000000000002 307.63250000000005 507.82280000000009 209.81750000000002 43.816500000000012 365.02500000000003 553.21400000000006 143.86150000000001 213.13470000000004 27.772570500000004 26.770100000000003 542.71780000000012 254.50300000000001 364.96250000000003 180.91300000000004 0 2022.5000000000002 10.852000000000002 55.44250000000001 54.609000000000002 2022.5000000000002 130.63025000000002 228.02500000000001 23.831250000000004 29.932147000000004 1 29.239750000000004 36.905775000000013 2 117.54253850000002 262.64538500000009 13.912000000000001 156.17100000000002 36.905775000000013 2022.5000000000002 5.8589159999999998 3 384.83520000000004 87.012500000000017 413.70875000000007 4 85.033590000000018 197.48460000000003 178.60500000000002 272.24748000000005 365.02500000000003 5 28.898400000000002 23.859000000000005 211.31080500000004 257.54600000000011 53.632429500000008 255.92650000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2
left_child=2 3 4 9 6 10 19 46 20 16 12 32 -3 17 -15 -12 40 58 -19 42 50 38 -23 28 25 26 -25 -27 29 37 -31 47 44 56 -35 36 -21 -6 39 -22 49 -42 57 -44 45 -5 -8 -11 -48 -2 51 53 -37 -4 60 -56 -30 -1 62 -40 -52 -46 -10
right_child=1 5 8 11 23 -7 7 -9 13 31 15 -13 -14 14 -16 -17 -18 18 -20 35 21 22 -24 24 -26 27 -28 -29 33 30 -32 -33 -34 34 -36 52 -38 -39 59 -41 41 -43 43 -45 61 -47 48 -49 -50 -51 54 -53 -54 -55 55 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.037776774430614404 0.31699038048494016 1.6812844230578499 0.19162267864257732 2.1821132061698219 -0.083262859698264829 4.4941400661468505 -0.016391989362650905 2.4796867578679866 0.086061647343185721 0.50016956576594607 0.00034658813476562503 3.4792139425277711 3.9008187482612477 4.0818935030982608 0.20913719760047067 2.2075045643682065 1.7781802283393011 3.2194058198928834 0.37728510233196055 2.2398602923974393 0.39030133302800535 2.5468418762207032 0.15222269599636395 1.8302401118095106 1.947522909744926 -0.053654393873044423 0.31684869541440691 1.4827442179918291 0.10405003175131765 3.9709124391774338 -0.080743834280198629 2.6135887525392616 2.4812690551280974 1.5472113156318665 0.28835167761267844 0.023852275726396501 0.16467420089364052 1.0257602156974652 0.016715731704106895 1.1681620436074103 0.54260232969395172 1.6511654800023789 0.076161878657076465 0.64079278110809956 0.150347431789745 0.93093140712151157 0.42984296441078185 1.602739311024985 1.4440250355856759 0.56857075113141653 0.042110577043040796 0.75368669293607982 0.76799531091903817 1.055843305133638 0.84192969332138701 -0.31185437762737273 -0.037548732148624038 0.022558795121067367 0.99480980014801024 0.67383956330163142 0.61118830839792881 1.0449458723068237 0.7795273523330688
leaf_weight=86272 871 26 470 22 124 20 106 33 106 27 25 20 28 21 27 23 27 20 37 30 164 25 24 52 23 224 70 20 1509 24 31 23 20 20 370 3781 750 27 186 68 103 39 721 92 22 26 112 34 21 428 1276 70 29 21 48 20 1076 3537 20 28 30 20 20
leaf_count=86272 871 26 470 22 124 20 106 33 106 27 25 20 28 21 27 23 27 20 37 30 164 25 24 52 23 224 70 20 1509 24 31 23 20 20 370 3781 750 27 186 68 103 39 721 92 22 26 112 34 21 428 1276 70 29 21 48 20 1076 3537 20 28 30 20 20
internal_value=0 0.734523 -0.0131784 0.613245 -0.0207867 2.40656 -0.0272702 0.582335 0.267925 0.525678 1.99723 1.65867 2.83215 0.853878 1.90347 1.05794 0.468489 0.605699 1.37452 -0.0290117 0.2074 0.470193 1.37397 0.152622 0.462163 0.36882 0.88903 0.0694343 0.114768 0.534805 1.68725 1.52512 1.32766 0.0856835 0.352909 0.0660477 0.241394 0.115039 0.370899 0.592746 0.443949 0.847067 -0.0338265 0.140056 1.0713 1.50439 0.320358 1.11472 0.54872 0.399882 0.140175 0.288955 0.0294391 0.228585 0.0767661 0.502581 0.0453671 -0.0354005 0.305543 0.09811 0.0551828 0.576347 0.196136
internal_weight=0 1804 101735 1682 99054 122 95484 272 2681 1552 102 130 54 251 48 48 1468 203 57 95212 2430 495 49 3570 389 366 122 244 3181 206 55 84 110 2975 390 4590 780 151 446 232 1441 142 90622 813 90 48 239 61 133 1299 1935 561 3810 491 1374 68 2585 89809 146 214 1306 42 126
internal_count=103539 1804 101735 1682 99054 122 95484 272 2681 1552 102 130 54 251 48 48 1468 203 57 95212 2430 495 49 3570 389 366 122 244 3181 206 55 84 110 2975 390 4590 780 151 446 232 1441 142 90622 813 90 48 239 61 133 1299 1935 561 3810 491 1374 68 2585 89809 146 214 1306 42 126
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=1049 1026 1872 252 52 888
is_linear=0
shrinkage=0.01


Tree=63
num_leaves=61
num_cat=14
split_feature=0 25 2 25 1 0 0 15 6 2 25 2 1 25 26 2 0 3 3 1 8 0 3 8 25 1 0 1 1 11 7 15 24 3 16 14 24 25 15 26 1 1 1 25 3 8 0 10 25 1 10 2 25 3 24 3 25 9 25 26
split_gain=9.71246e+06 4.41082e+06 3.58536e+06 1.68761e+06 1.43195e+06 1.32072e+06 1.60833e+06 1.02175e+06 940872 889487 872732 1.54955e+06 2.89821e+06 787034 783999 690298 650926 612762 588228 571958 510930 472472 447251 402073 382228 325330 318151 315444 314246 313473 334859 303037 287557 278092 268318 259184 244198 331995 227386 227171 222242 193080 190674 181192 172596 152790 153021 144834 140659 124282 187502 117907 115382 105220 101596 75384.4 22295 20824.6 5553.42 2223
threshold=193.54350000000002 0 512.13625000000013 1 383.83325000000008 6.6497500000000009 85.033590000000018 65.094000000000008 235.90250000000003 35.150000000000013 2 62.336000000000006 1.6551500000000001 3 2022.5000000000002 1070.9310000000003 507.82280000000009 384.83520000000004 5.0070000000000006 365.02500000000003 1117.4100000000001 13.866450000000002 297.47500000000008 490.81062000000003 4 190.85750000000002 1077.3535000000002 26.032500000000002 469.21250000000003 24.228750000000005 6.3508000000000004 66.040325000000024 5 42.911000000000008 437.65500000000003 33.286525000000005 6 7 109.13000000000001 2022.5000000000002 413.70875000000007 165.05000000000004 27.798999999999999 8 87.520000000000024 678.89998000000014 44.745000000000005 264.75500000000005 9 1070.9310000000003 34.120450000000005 17.426900000000007 10 53.872267500000007 11 198.78000000000003 12 49.259550000000004 13 2022.5000000000002
decision_type=2 9 2 9 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 1 9 2 2 2 2 2 9 2 2 2 2 9 2 2 2 9 2 1 2 9 2 9 2
left_child=1 4 3 8 9 49 -7 14 17 20 11 12 -11 15 16 21 -4 25 -10 -16 24 44 -20 26 32 35 28 -19 51 41 -31 -13 -1 43 -26 -2 37 -23 47 -29 -27 -12 -38 45 54 46 -15 48 -35 50 53 -5 -46 -6 -3 -40 57 -45 -58 -28
right_child=2 13 7 23 5 6 -8 -9 18 10 29 31 -14 33 19 -17 -18 27 22 -21 -22 36 -24 -25 34 40 59 39 -30 30 -32 -33 -34 38 -36 -37 42 -39 55 -41 -42 -43 -44 56 52 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 58 -59 -60 -61
leaf_value=0.35012313342252271 0.68454202094923555 -0.040555316603246426 1.6644716104865074 0.10972957371487059 0.6519354198217393 4.1098075907963976 0.88206032356149267 4.4491986675262449 2.9671469803899528 3.8255120885094933 0.071592348230859401 0.42478876167695795 -0.11434784629128196 -0.039999193843882452 0.00034311084747314454 1.7163656997680665 3.8618105474540165 0.67430801439285282 0.59700612105821305 2.1854295614491339 1.5692045059204103 0.79747316202573615 2.2015741139650347 1.5989752740445347 0.074880102267154025 1.5681972283035961 1.0764125542018725 1.5489542769468747 1.3607204482866371 1.3104900821685792 0.13482747904797818 1.3517641755342484 0.13883186958227065 0.12438307631314104 1.056816097668239 -0.048301199497999971 0.02034953702286884 0.19933433457699784 0.39710024222731594 2.9473459280104861 0.74087026172214088 0.76148216724395756 0.22646509638859225 -0.058217746114524065 0.33757913413679647 0.74612907314300547 0.074188542791696593 0.83812720062940016 -0.044463753309288256 -0.067651361028353382 1.5387425765991212 0.40907450783110805 0.05241422917637123 -0.032205702600807976 0.011235203014286255 1.1575161075592042 -0.079629458709436676 0.055186241369967054 -0.068838407224635412 0.94665828950943498
leaf_weight=1170 454 5648 26 607 100 26 38 20 32 43 520 298 33 32894 25 24 28 20 38 23 25 104 32 23 4534 67 23 26 23 50 47 40 1530 974 28 54 1508 663 32 21 63 44 639 12810 228 25 1217 23 984 30 20 168 384 29 11451 22 9833 164 13503 31
leaf_count=1170 454 5648 26 607 100 26 38 20 32 43 520 298 33 32894 25 24 28 20 38 23 25 104 32 23 4534 67 23 26 23 50 47 40 1530 974 28 54 1508 663 32 21 63 44 639 12810 228 25 1217 23 984 30 20 168 384 29 11451 22 9833 164 13503 31
internal_value=0 -0.0130465 0.727177 0.607113 0.203439 0.960404 2.19333 2.38249 0.934708 0.181685 0.45021 0.805144 2.11478 -0.0330676 1.97726 0.0213928 2.80383 0.816413 1.84397 1.04736 0.142071 0.0194309 1.33052 0.290969 0.137158 0.720874 0.259074 1.72617 0.208806 0.212511 0.740839 0.53449 0.231346 -0.0485836 0.0807299 0.606641 0.137427 0.289658 0.0666562 2.17377 1.16726 0.125414 0.0813159 -0.0519195 1.69229e-05 -0.0353421 -0.0359252 0.0492039 0.0399367 0.51958 0.637815 0.17462 0.165025 0.498136 -0.00588896 0.706899 -0.0674759 -0.0567405 -0.0734176 1.00192
internal_weight=0 101735 1804 1682 8605 243 64 122 807 8362 1075 414 76 93130 102 20649 54 705 102 48 7287 20625 70 875 7262 638 852 67 798 661 97 338 2700 72481 4562 508 2914 767 2035 47 130 564 2147 70446 17711 34136 34111 1981 1958 179 149 775 612 129 17099 54 36310 12974 23336 54
internal_count=103539 101735 1804 1682 8605 243 64 122 807 8362 1075 414 76 93130 102 20649 54 705 102 48 7287 20625 70 875 7262 638 852 67 798 661 97 338 2700 72481 4562 508 2914 767 2035 47 130 564 2147 70446 17711 34136 34111 1981 1958 179 149 775 612 129 17099 54 36310 12974 23336 54
cat_boundaries=0 6 12 13 19 24 25 26 29 35 41 46 47 53 58
cat_threshold=1074823168 536887296 4608 40010026 786464 32 10534916 512 544 33554432 0 256 32768 335545216 2147648162 506 202387456 1082138646 1032 1073774592 536887296 4096 6422528 32 587 1058 67108864 0 72 547701764 314834960 296321024 8455168 285230144 12544 44385288 0 276889600 0 268436032 4096 0 512 40 0 8196 2696 38275088 2105420 134348804 17041477 2248247945 514 134217728 1275660288 643042304 1611137152 677511168
is_linear=0
shrinkage=0.01


Tree=64
num_leaves=62
num_cat=18
split_feature=0 25 25 6 10 1 1 16 25 3 8 3 6 24 3 3 24 4 25 0 0 6 0 5 25 11 14 10 0 1 3 3 25 10 7 5 3 24 0 0 25 24 25 8 25 3 24 0 1 25 1 24 10 7 4 0 25 4 6 25 0
split_gain=9.51914e+06 4.32475e+06 3.14929e+06 1.70365e+06 1.76144e+06 1.51135e+06 1.22485e+06 944249 924240 830276 752916 685083 1.3826e+06 826625 638556 565755 552026 547636 541763 503684 915242 478820 446575 441752 413088 403096 391897 567550 443166 311899 309590 296434 267417 260917 249090 226953 277572 221898 554103 1.48598e+06 539237 217305 206547 205903 175106 165063 156931 379607 139493 136549 122283 117166 116545 111094 44882.1 48381 34160.2 28046.9 22476 20142.8 5590.12
threshold=193.54350000000002 0 1 200.23362600000004 400.0485000000001 165.05000000000004 210.63000000000002 36.750750000000004 2 603.67000000000019 796.15000000000009 68.774000000000015 371.41875000000005 3 888.10000000000014 26.686800000000002 4 449.81750000000005 5 6.6497500000000009 23.041670000000003 665.85000000000014 883.10000000000014 33.201250000000009 6 426.67500000000007 34.877500000000005 61.170000000000009 594.30750000000012 884.13250000000005 384.83520000000004 83.922500000000014 7 255.92650000000003 11.281000000000001 171.08800000000002 242.38250000000002 8 28.772400000000001 37.260500000000008 9 10 11 551.49600000000009 12 53.872267500000007 13 1077.3535000000002 36.721200000000003 14 78.098632500000022 15 901.21050000000014 421.77600000000007 9.8793000000000006 748.92250000000013 16 95.658810000000017 22.333736000000005 17 43.395400000000002
decision_type=2 9 9 2 2 2 2 2 9 2 2 2 2 1 2 2 1 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 9 1 9 2 9 2 1 2 2 9 2 1 2 2 2 2 9 2 2 9 2
left_child=1 5 3 6 7 8 22 21 11 16 14 13 31 18 41 24 44 33 -1 29 -21 23 30 -5 37 32 27 28 -8 -18 42 -13 35 46 -15 48 -37 38 40 -40 -3 -10 -2 49 45 -7 54 51 -17 50 -26 -48 53 -39 55 -4 57 -34 -46 -51 -58
right_child=2 15 17 4 -6 9 26 -9 10 -11 -12 12 -14 34 -16 25 19 -19 -20 20 -22 -23 -24 -25 43 -27 -28 -29 -30 -31 -32 -33 56 -35 -36 36 -38 52 39 -41 -42 -43 -44 -45 58 -47 47 -49 -50 59 -52 -53 -54 -55 -56 -57 60 -59 -60 -61 -62
leaf_value=1.1731407129662668 0.37628993443180536 0.74099263052506881 0.031245870726734567 -0.1964428237632469 4.1713307642005386 0.69315612451529807 1.9660326146106331 3.5641528167724608 0.1529595708398572 2.2948883868487817 1.7289795582635064 1.7080819981438773 3.0805367803573609 0.035547915570631153 1.5676864933145458 0.069891244858018772 0.63611650731172986 1.8533121581511065 0.39370326638173203 3.2310980434417722 0.92581918475818969 2.4634240357081096 1.6825916694485863 1.3323845559831651 -0.041664351914701463 1.42283935286782 0.58031888106773644 3.4190191259384153 0.6815267751023576 -0.41867011922021063 1.5283239503587995 0.46781192513103159 -0.0077712447445748992 1.3072070561284606 0.41690739131446292 0.32891602495931233 1.5873399476777941 -0.012948364219718227 3.2809933862686158 0.18527119108732198 0.012378655772073784 0.044299603820075431 0.88116640868981677 0.83632471231313854 -0.16238994482430547 -0.23637707672119143 -0.0040380666429633335 1.3454918896450716 0.24853563920623908 -0.057452166718272329 0.087403194268253895 0.3362179007214498 0.75224112510681151 0.44996011053426904 0.33244479518187675 -0.3495832383923414 -0.093539386676097153 0.25390657136606615 0.11970935445082816 -0.073309970459520674 0.061661656300226853
leaf_weight=107 330 100 179 27 32 81 98 20 2786 28 28 21 24 1041 29 2241 293 22 604 20 124 24 43 63 30770 22 29 20 37 31 35 234 863 23 205 106 21 17329 20 69 1346 5472 140 26 110 25 141 34 543 13564 752 428 20 52 38 41 703 43 38 21820 24
leaf_count=107 330 100 179 27 32 81 98 20 2786 28 28 21 24 1041 29 2241 293 22 604 20 124 24 43 63 30770 22 29 20 37 31 35 234 863 23 205 106 21 17329 20 69 1346 5472 140 26 110 25 141 34 543 13564 752 428 20 52 38 41 703 43 38 21820 24
internal_value=0 -0.0129143 0.719906 1.1361 2.0634 0.171438 0.94133 1.56001 0.140758 0.605341 0.0918198 0.320896 0.785916 0.256241 0.086399 -0.0359668 0.539819 0.291629 0.525647 0.738132 1.246 1.20841 0.7043 0.873736 -0.0417384 0.0724958 1.64727 1.84689 1.61398 0.535196 0.621 0.569952 0.0659581 0.256062 0.0975091 0.12317 0.537002 -0.000487767 0.114368 0.880939 0.0679769 0.0811971 0.553433 -0.0534007 0.139857 0.433071 0.227983 0.313867 0.104735 -0.0537545 -0.038573 0.257739 -0.0106794 -0.0115634 0.0145261 -0.0397268 -0.0365593 0.0045976 -0.0842654 -0.067249 -0.0872162
internal_weight=0 101735 1804 898 166 11301 732 134 10551 750 8315 2236 279 1957 8287 90434 722 906 711 468 144 114 548 90 85868 4566 184 155 135 324 505 255 4544 884 1246 2911 127 18936 1535 89 1446 8258 470 66932 254 106 861 603 2784 66906 31522 569 17401 17381 258 220 1633 906 148 35384 727
internal_count=103539 101735 1804 898 166 11301 732 134 10551 750 8315 2236 279 1957 8287 90434 722 906 711 468 144 114 548 90 85868 4566 184 155 135 324 505 255 4544 884 1246 2911 127 18936 1535 89 1446 8258 470 66932 254 106 861 603 2784 66906 31522 569 17401 17381 258 220 1633 906 148 35384 727
cat_boundaries=0 6 10 15 16 17 21 27 33 34 38 39 42 46 47 53 54 60 66
cat_threshold=1074823168 536887296 4642 175276330 786480 32 11567108 512 544 33554432 1073774592 536870912 4096 131072 32 75 2696 0 536870912 0 131072 880804740 2147647650 524760 67186688 1082138694 1032 44385928 2149581344 276889800 0 268443716 12288 1024 0 130 0 67108864 531 1081344 0 544 32768 0 0 33554432 141 2442240 314835480 295796736 8391680 352339080 12544 2050 67112964 268566532 2129920 0 8393472 256 2185758744 2105412 134348805 2164523093 2181138945 642
is_linear=0
shrinkage=0.01


Tree=65
num_leaves=64
num_cat=18
split_feature=0 25 7 17 25 1 10 0 12 8 0 0 26 24 26 1 25 24 7 1 3 25 8 0 25 26 24 25 0 0 19 7 11 3 15 24 24 3 1 24 0 10 3 24 25 7 7 3 19 10 25 25 1 1 16 1 6 0 1 24 0 25 1
split_gain=9.22223e+06 3.8961e+06 3.44513e+06 5.1476e+06 1.98262e+06 1.83291e+06 1.48967e+06 1.18449e+06 998988 829240 777425 563079 544013 532808 655584 574138 507672 468847 461238 460662 453487 440040 432535 411185 386312 355608 430115 348045 1.47352e+06 602692 327766 310690 365549 299401 283098 271253 253104 252232 251516 216904 389713 228113 215665 262511 183687 150077 305332 151815 144369 140564 135673 134948 128069 121845 111368 97055.4 86153 56957.7 56126.8 53693.8 69268.5 31757.3 28211.1
threshold=166.61000000000004 0 264.10000000000008 330.72800000000007 1 226.32900000000004 362.00600000000003 1438.4900000000002 267.39720000000005 401.69424000000004 28.148500000000002 335.27750000000009 2022.5000000000002 2 2022.5000000000002 233.37814 3 4 152.16750000000005 122.82375000000002 365.67550000000006 5 1117.4100000000001 384.83520000000004 6 2022.5000000000002 7 8 29.239750000000004 135.39907500000001 8.6940000000000008 174.01000000000002 51.835000000000001 86.176192500000013 631.17300000000012 9 10 156.38750000000002 884.13250000000005 11 1077.3535000000002 80.037750000000017 205.81150000000002 12 13 421.77600000000007 522.5150000000001 83.922500000000014 137.57250000000002 675.38900000000001 14 15 38.038500000000006 10.996800000000002 8.6270000000000007 106.765 169.57550000000003 181.65750000000006 3.4399000000000002 16 107.62696000000001 17 262.64538500000009
decision_type=2 9 2 2 9 2 2 2 2 2 2 2 2 1 2 2 9 1 2 2 2 9 2 2 9 2 1 9 2 2 2 2 2 2 2 1 1 2 2 1 2 2 2 1 9 2 2 2 2 2 9 9 2 2 2 2 2 2 2 1 2 9 2
left_child=1 5 4 9 7 16 8 11 18 12 21 24 -4 14 -13 -15 17 25 36 27 56 38 34 -11 57 26 -1 28 -12 -30 -26 52 -33 -27 35 -18 -7 -20 45 55 41 50 44 53 49 47 -47 -3 51 -23 -41 -29 -19 -44 59 -6 -14 -2 -45 -21 -61 -46 -57
right_child=2 10 3 -5 39 6 -8 -9 -10 23 19 13 20 15 -16 -17 22 31 37 54 -22 42 -24 -25 30 33 -28 48 29 -31 -32 32 -34 -35 -36 -37 -38 -39 -40 40 -42 -43 43 58 61 46 -48 -49 -50 -51 -52 -53 -54 -55 -56 62 -58 -59 -60 60 -62 -63 -64
leaf_value=1.0511387282091638 0.54709282466343478 0.00092854064973472961 2.0308888530731202 6.743753944396973 -0.059476204723213744 0.80971180472883486 3.2280025343100234 3.2072767993382048 2.7960348038446337 1.5561320157051086 2.812316976677288 2.4638296452977442 0.36763314024261812 0.43471194461326712 1.048944095501533 1.4436456763313479 0.17632515043313732 0.066361943595831627 0.88043557469050082 0.21160610153319986 1.7108713867187502 -0.033647460959609209 1.5413419924463545 3.5372808031602343 0.67173663536707562 0.15173871560257021 0.37430662955173577 0.072706925114468926 0.11452015539764855 1.2837468528810967 1.7251235431432725 0.38317961294617919 1.9113975238800049 0.92071536387427377 1.2629812967209588 0.043836807796472844 0.22218968407590262 2.3302408437132835 1.1316387414932252 -0.11205504953333761 1.4559608365749492 1.0477524927684239 0.46301008784041114 -0.12494161519285751 -0.054259762321866099 1.4809644971575058 0.0041638487861269998 0.17549297098380223 0.87351060986518858 0.7483883550892706 0.29050756199100009 -0.05029966967681946 0.38122010110020638 1.3194884467124939 0.98413051288861497 0.58765282400192753 -0.41853119945526124 -0.024331385160534128 0.27563035444073053 0.44965180732522692 0.99450506688867291 -0.072497381438273528 0.15748943408330282
leaf_weight=174 21 13701 35 20 317 114 24 21 21 20 22 66 46 176 65 83 2681 931 30 131 25 32638 21 22 384 357 279 2132 711 47 32 72 20 59 21 3683 248 20 20 103 29 35 98 146 16646 21 42 517 20 23 412 1520 150 20 39 31 20 103 46 70 35 23810 30
leaf_count=174 21 13701 35 20 317 114 24 21 21 20 22 66 46 176 65 83 2681 931 30 131 25 32638 21 22 384 357 279 2132 711 47 32 72 20 59 21 3683 248 20 20 103 29 35 98 146 16646 21 42 517 20 23 412 1520 150 20 39 31 20 103 46 70 35 23810 30
internal_value=0 -0.0137786 0.656363 1.94793 0.529102 0.185874 0.802923 0.849753 0.668508 1.377 -0.0330251 0.805656 0.971376 1.09519 1.63684 0.729858 0.152714 0.289893 0.560066 0.0918937 0.563871 -0.0397598 0.108365 2.59388 0.596544 0.466527 0.665749 0.0673587 0.257761 0.187018 0.735096 0.156199 0.715401 0.2608 0.103822 0.0999969 0.435716 1.46036 0.0109957 0.199498 0.320588 0.266551 -0.0496399 0.213556 -0.0507626 0.009434 0.496431 0.00727611 0.0261407 -0.0330866 0.21346 0.0215717 0.110052 0.560662 0.489094 0.010536 0.129402 0.0670359 -0.027537 0.407287 0.576377 -0.0650086 0.376097
internal_weight=0 101360 2096 188 1908 8905 457 951 433 168 92455 930 126 390 131 259 8448 2042 412 4727 91 87728 6406 42 540 869 453 4452 780 758 416 1173 92 416 6385 6364 362 50 14301 957 579 550 73427 310 73117 14281 63 14218 3672 32661 515 3652 1081 118 275 378 66 124 192 236 105 40456 61
internal_count=103456 101360 2096 188 1908 8905 457 951 433 168 92455 930 126 390 131 259 8448 2042 412 4727 91 87728 6406 42 540 869 453 4452 780 758 416 1173 92 416 6385 6364 362 50 14301 957 579 550 73427 310 73117 14281 63 14218 3672 32661 515 3652 1081 118 275 378 66 124 192 236 105 40456 61
cat_boundaries=0 5 11 12 17 18 24 28 29 35 36 37 38 39 45 49 54 55 61
cat_threshold=1074823168 536887298 4610 171081770 262192 3194880 512 268436000 33554432 0 256 2069 32768 536870912 4096 134348800 32 1099 268452736 4358176 524792 335622656 1946705984 1032 1048576 0 0 33554432 72 67108864 0 268435496 1024 268435520 4096 539 282 1173 2145 614794244 2416181904 419463172 2155872256 2155872268 12561 328704 131104 64 2 56968832 33554948 8454208 0 8196 3273 2185758744 36708365 10682369 17041409 16845057 642
is_linear=0
shrinkage=0.01


Tree=66
num_leaves=52
num_cat=5
split_feature=0 2 1 7 9 1 2 10 0 2 2 26 1 6 14 3 0 0 5 5 5 9 7 7 8 3 6 3 0 24 1 7 11 24 0 8 5 3 24 7 1 5 3 24 7 21 24 10 9 10 1
split_gain=9.03887e+06 5.39512e+06 2.67651e+06 2.6216e+06 1.60108e+06 1.41636e+06 1.84447e+06 1.2224e+06 1.14397e+06 1.01346e+06 1.3147e+06 2.86115e+06 818123 721687 1.24018e+06 657965 550606 741705 498491 476306 475495 430971 402150 637885 421338 399291 387927 360422 334684 306750 291351 287532 270389 267433 1.17711e+06 249463 243890 222553 213819 205137 193159 167906 166083 151509 138380 137743 129611 123663 115517 133655 95136.2
threshold=166.61000000000004 512.13625000000013 122.82375000000002 522.5150000000001 145.75200000000004 383.83325000000008 117.51455000000003 362.00600000000003 748.92250000000013 54.609000000000002 55.44250000000001 2022.5000000000002 159.97720000000004 143.41900000000001 132.71250000000001 272.24748000000005 2.8222380000000005 8.2530000000000019 522.5150000000001 370.38000000000005 66.795000000000016 497.3561400000001 394.58800000000002 552.55750000000012 282.78975000000008 543.52500000000009 543.52500000000009 60.160000000000004 27.499000000000006 0 252.70150000000004 148.37805150000003 252.32950000000002 1 29.239750000000004 1468.3681000000001 89.420000000000016 190.99500000000003 2 178.32800000000003 8.0935000000000006 392.81250000000006 205.81150000000002 3 206.95300000000003 143.58300000000003 4 155.79400000000004 205.46250000000003 255.92650000000003 26.032500000000002
decision_type=2 2 2 2 2 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 1 2 2 2 2 1 2 2 2 2 1 2 2 1 2 2 2 2
left_child=2 7 9 8 16 37 -7 15 12 20 11 -11 -3 -9 -15 21 26 -18 44 -14 28 29 24 -24 38 39 41 -26 35 30 -2 43 -31 34 -30 42 -33 48 -12 45 -41 46 -1 -19 50 -22 -4 -35 -6 -50 -17
right_child=1 3 4 -5 5 6 -8 13 -10 10 22 -13 19 14 -16 18 17 31 -20 -21 25 -23 23 -25 27 -27 -28 -29 33 32 -32 36 -34 47 -36 -37 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 49 -51 -52
leaf_value=-0.035929878029887473 0.51375146387409087 0.23380044639110564 0.32115338938942278 5.9589587230682382 1.0201831987380983 1.1315282159381443 4.806784326813438 0.60616048991680149 4.0575333286415445 4.6891105751991278 0.19211462035628318 -0.16220591575868668 2.9761643641135271 3.8590700125694277 0.68630920410156249 0.37142184631497249 2.0635015467007953 0.67743569762019795 2.5402458949089048 1.0606940510159446 0.071690343945290252 1.7105726379394532 2.1972418087720871 0.11481582039280942 0.32109102831946479 1.3505746922126185 1.4095938454071679 1.9236587105626646 2.512171815348708 0.2560650954775463 1.3038456140779981 0.41520062242235456 1.288314970456637 0.02540269123104091 0.17192843765202093 1.0067209940371307 1.8908651397128902 1.4360670192992049 0.027711572559290909 0.28559956631746636 1.2593176048773307 0.80975457600184853 0.13965381538516042 0.2266084647758391 1.4125008620875223 0.77791124207632878 0.058158895970668117 0.52589276938438423 -0.017308464382908173 0.91817248571486698 0.94647611984700875
leaf_weight=88800 550 32 223 20 25 36 22 36 22 20 1309 31 34 28 22 51 30 108 20 21 2023 25 24 38 36 26 24 23 23 1057 51 21 26 3907 328 23 24 28 2007 83 27 35 542 319 35 28 1040 50 56 21 66
leaf_count=88800 550 32 223 20 25 36 22 36 22 20 1309 31 34 28 22 51 30 108 20 21 2023 25 24 38 36 26 24 23 23 1057 51 21 26 3907 328 23 24 28 2007 83 27 35 542 319 35 28 1040 50 56 21 66
internal_value=0 0.649808 -0.0136381 2.63094 0.347453 1.22612 2.52559 0.519882 2.02029 -0.0209509 0.146487 1.74027 1.50512 1.68575 2.46306 0.466578 0.256888 0.538838 1.05612 2.2448 -0.0270434 0.407244 0.122838 0.920916 0.108177 0.118716 0.149824 0.945821 -0.0304465 0.387896 0.571292 0.441931 0.278277 0.0556443 0.316267 -0.0345966 1.20222 0.64636 0.093273 0.103895 0.524603 0.126531 -0.0348647 0.361807 0.860839 0.0813316 0.107597 0.0316468 0.429578 0.237823 0.695811
internal_weight=0 2096 101360 129 2012 188 58 1967 109 99348 3488 51 87 86 50 1881 1824 502 172 55 95860 1709 3437 62 3375 2187 1322 59 93673 1684 601 472 1083 4308 351 89365 45 130 3316 2161 110 1298 89342 427 152 2051 1263 3957 102 77 117
internal_count=103456 2096 101360 129 2012 188 58 1967 109 99348 3488 51 87 86 50 1881 1824 502 172 55 95860 1709 3437 62 3375 2187 1322 59 93673 1684 601 472 1083 4308 351 89365 45 130 3316 2161 110 1298 89342 427 152 2051 1263 3957 102 77 117
cat_boundaries=0 1 2 3 4 5
cat_threshold=114 1024 339 548 11
is_linear=0
shrinkage=0.01


Tree=67
num_leaves=64
num_cat=10
split_feature=25 2 4 1 1 10 1 5 14 14 2 2 25 25 25 5 3 5 16 3 1 3 7 1 12 1 26 25 12 1 9 25 7 2 7 3 10 5 25 25 7 18 5 5 25 3 2 7 2 7 5 4 1 2 2 8 3 12 7 25 16 4 1
split_gain=7.79024e+06 5.5306e+06 5.10009e+06 1.91371e+06 1.83134e+06 1.74186e+06 1.14809e+06 996577 1.21052e+06 901996 837004 4.37591e+06 656818 575066 555174 517589 488885 461894 448472 448339 457721 402973 741422 374933 355067 353819 332491 389181 328111 316747 310856 285771 272978 323463 266778 263018 299175 266738 245859 215022 239441 205085 201951 197971 194366 185094 150989 149999 137366 130252 126801 125526 118606 117868 115180 83750 83154.7 74680.6 60723.5 48622.7 40887.2 31842.3 31662.9
threshold=0 364.96250000000003 891.77550000000008 180.57000000000002 233.37814 50.733000000000011 83.590500000000006 152.88900000000004 8.1030000000000015 53.275000000000013 54.609000000000002 62.336000000000006 1 2 3 302.32450000000006 70.38600000000001 16.158000000000005 566.68875000000014 439.62900000000008 596.10500000000013 365.67550000000006 52.69700000000001 38.676010000000012 293.99733550000002 542.71780000000012 2022.5000000000002 4 114.49700000000001 53.535500000000006 26.045000000000002 5 138.14056700000003 242.38250000000002 235.71680000000001 233.37814 89.736750000000015 616.44275000000005 6 7 13.498000000000001 400.32550000000009 2.8222380000000005 220.56900000000005 8 1077.3535000000002 23.046000000000003 156.52200000000002 63.252850000000002 89.186000000000021 56.02300000000001 237.41375000000005 661.33164000000011 472.9221300000001 117.51455000000003 11.382500000000002 10.071894000000002 239.70000000000002 22.333736000000005 9 36.100505000000005 169.65250000000003 57.660770000000007
decision_type=9 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 9 2 2 2 9 2 2 2 2 2 2 9 9 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=1 3 4 10 13 34 12 16 -9 15 21 -12 18 17 19 25 -7 56 32 20 51 26 45 24 -13 -6 38 -28 44 -25 57 35 41 47 39 37 55 46 -1 40 -5 50 -36 -19 48 -23 -14 -34 60 -50 -2 58 -41 -15 -53 -37 -3 -30 -8 62 -16 -61 -33
right_child=6 2 -4 5 9 7 14 8 -10 -11 11 23 31 53 28 -17 -18 43 -20 -21 -22 22 -24 29 -26 -27 27 -29 30 -31 -32 59 33 -35 42 36 -38 -39 -40 52 -42 -43 -44 -45 -46 -47 -48 -49 49 -51 -52 54 -54 -55 -56 -57 -58 -59 -60 61 -62 -63 -64
leaf_value=0.30644966241379734 0.010566359857716992 2.0663739800775374 5.9266412154833477 0.75556849783557101 3.5900176895496458 0.24746616244316103 0.21843370840020546 4.5643661059503975 1.5758264272863216 0.62843411624431611 4.6185937496185305 0.18530792775638752 -0.03075310840224621 0.52489645793157469 0.079152205233432624 1.4537516125043235 1.9396796716797737 -0.087160245009831008 1.4867223185584657 1.8003809489374576 1.4960794255392893 0.52527945085005334 2.1327553020204819 1.775655549058208 1.3819738169816824 2.1455542398031269 -0.020356800658353592 0.19474415267303777 0.68665518236160283 0.58916360331906215 1.6248534906827488 -0.049386513039027288 0.7806094222977048 1.4797958292744378 0.55080751982602205 0.12424457836853363 1.4881029458045958 0.95162581648145406 0.13528535675597797 0.25849458726785951 -0.048490130576220425 0.94198858936627705 1.8909582629411117 1.1129509809282092 -0.061091206734020992 -0.43770516281127936 0.055942003794847289 0.13787332241715336 0.29903445317889704 1.0613266091876559 0.14711108652480354 1.1551755106223351 -0.44193379725728721 -0.18491097952524821 0.29904429666201277 0.71351467609405517 1.2785180600484212 -0.14886943443961767 0.44670782768273654 -0.069765829229662985 0.40557349487048827 0.31083538770675662 0.079392228009169591
leaf_weight=1526 14738 37 24 234 43 38 444 23 33 32 25 535 29442 34 599 30 31 28 21 23 35 99 28 27 26 28 1956 1467 20 135 26 17758 42 22 22 174 20 28 1993 177 44 24 23 27 732 25 2156 268 132 27 713 33 28 75 30 28 21 23 158 26610 41 22 193
leaf_count=1526 14738 37 24 234 43 38 444 23 33 32 25 535 29442 34 599 30 31 28 21 23 35 99 28 27 26 28 1956 1467 20 135 26 17758 42 22 22 174 20 28 1993 177 44 24 23 27 732 25 2156 268 132 27 713 33 28 75 30 28 21 23 158 26610 41 22 193
internal_value=0 0.282932 1.46517 0.23052 1.16355 0.750651 -0.0267842 1.81213 2.80326 2.09149 0.187209 0.505369 -0.0323155 0.607622 0.192778 2.55504 1.00774 1.06434 0.0263125 0.420775 0.381456 0.153662 0.663008 0.363141 0.240768 3.02037 0.142509 0.0723388 0.0865805 0.786912 0.761671 -0.0444543 0.0243889 0.308106 0.499354 -0.0215587 0.321437 -0.0239732 0.210765 0.430743 0.606491 0.0183021 1.23577 0.501985 0.0567207 0.331129 -0.0248377 0.224954 0.163373 0.42848 0.0168673 0.322792 0.155253 0.0334299 0.747494 0.205926 1.78112 0.239747 0.278346 -0.0608013 0.100064 -0.0694254 -0.0479752
internal_weight=0 8874 379 8495 355 653 94582 125 56 133 7842 748 92259 222 2323 101 69 113 15828 723 700 7094 152 723 561 71 6942 3423 1600 162 69 76431 15807 332 528 31848 222 31626 3519 483 278 15475 45 55 1531 124 31598 310 799 159 15451 665 205 109 63 202 58 43 602 44583 640 26632 17951
internal_count=103456 8874 379 8495 355 653 94582 125 56 133 7842 748 92259 222 2323 101 69 113 15828 723 700 7094 152 723 561 71 6942 3423 1600 162 69 76431 15807 332 528 31848 222 31626 3519 483 278 15475 45 55 1531 124 31598 310 799 159 15451 665 205 109 63 202 58 43 602 44583 640 26632 17951
cat_boundaries=0 5 11 15 21 26 32 37 41 47 53
cat_threshold=1081344 536887298 4608 171081728 48 1409303424 4358656 524730 77866 1678532608 1024 32768 0 0 33554432 67125248 0 65640 2 268443652 4096 1048576 2 512 33685504 16 547685380 2415919144 285278272 343934464 276824132 12552 32768 536870914 0 33685504 32 32768 536870912 512 2097152 35718660 528 276824064 0 8388672 8192 2185756696 33816725 681607173 2164262913 2164328712 529
is_linear=0
shrinkage=0.01


Tree=68
num_leaves=62
num_cat=9
split_feature=0 2 25 14 0 1 1 9 25 2 10 0 14 6 2 2 1 17 25 0 0 3 25 25 11 1 12 21 5 2 1 26 2 26 5 3 3 25 13 1 0 1 25 1 5 3 19 10 2 0 25 12 16 6 0 13 0 1 26 25 3
split_gain=8.75765e+06 5.21352e+06 3.71256e+06 2.54154e+06 3.95624e+06 2.94351e+06 1.73329e+06 2.24258e+06 1.56702e+06 1.31569e+06 910728 743447 717196 1.05181e+06 609316 3.89945e+06 592219 515157 446233 715924 439386 438227 420489 406315 595087 346759 284600 259862 253765 250864 242492 225262 224808 219328 216601 535810 204063 199954 199868 194160 176297 204076 174426 166441 161218 227840 146338 137411 98300.4 143504 96052.3 75572.5 69822.9 68760.7 68134.8 59580.4 42828.9 35975.5 32110.4 30370.3 16282.3
threshold=166.61000000000004 512.13625000000013 0 1.6551500000000001 507.82280000000009 285.35875000000004 226.32900000000004 166.71600000000004 1 117.51455000000003 362.00600000000003 28.148500000000002 132.71250000000001 143.41900000000001 54.609000000000002 62.336000000000006 169.65250000000003 330.72800000000007 2 29.239750000000004 131.25500000000002 297.47500000000008 3 4 53.38750000000001 198.54500000000004 375.28000000000003 285.67500000000007 302.32450000000006 284.91500000000008 884.13250000000005 2022.5000000000002 190.99500000000003 2022.5000000000002 392.81250000000006 111.55832500000001 205.81150000000002 5 53.557967000000005 38.676010000000012 1077.3535000000002 352.68673250000012 6 273.76200000000006 45.987900000000003 114.45750000000002 137.57250000000002 675.38900000000001 130.34875000000002 413.70875000000007 7 24.484500000000004 68.610000000000028 22.153894000000005 367.42525000000006 180.91300000000004 285.35875000000004 252.70150000000004 2022.5000000000002 8 13.542999999999997
decision_type=2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 9 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 9 2 2 2 2 2 2 2 2 9 2
left_child=2 8 6 4 16 -6 14 23 10 60 21 22 13 -12 27 -16 -3 39 19 -13 25 26 30 24 32 -21 31 34 54 46 44 -2 -8 -22 37 -36 42 -1 51 -17 41 48 47 57 55 -46 50 -24 52 -50 -20 -38 -10 -45 -23 -4 -43 -25 -42 -44 -9
right_child=1 3 11 -5 5 -7 7 9 40 -11 12 18 -14 -15 15 17 -18 -19 29 20 33 28 36 43 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 35 -37 38 -39 -40 -41 58 56 59 53 45 -47 -48 -49 49 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62
leaf_value=0.18008761838388115 0.73712453888621521 0.093233449935913093 -0.00091525765983758013 0.24086307918324193 8.3968418384194372 3.3352728207906086 0.43216475039006713 1.6085505743026733 0.083189501316079661 4.3684311295052369 1.0004080341173256 1.5369743544299428 0.50336316292102523 3.9361360304172224 4.2949054416656489 0.16211614481081679 2.3462674632242746 1.870593816280365 0.060230074604238716 0.11202372376865243 1.2230994633148458 0.69052691188414361 -0.03287490064909987 0.32056650232385708 2.2041691094178422 0.90916837625336233 1.6549105468163123 1.0202402079105377 2.0967777840844515 0.93372422552108758 1.1111741657257082 0.40398361973194691 1.2285252718395656 0.34963616073392983 0.25535882856025072 2.0212118644714354 0.089663824261447311 0.071037209721970959 1.1262684054808183 0.53769741949388539 0.49090047836303713 1.1844760332107545 -0.05291667010755411 -0.02518272808228416 0.095021776035530525 0.69237001490592964 0.86772134733200079 0.74033793615258259 0.70600377598116482 -0.26815254592895504 -0.049621300055653607 0.68723706038101873 0.55359573407606644 -0.67544347286224371 1.2698012203011249 0.21842542541503907 0.55173806190490726 0.87243134180704762 0.99753799767329787 -0.070750520618924104 1.2050368766784667
leaf_weight=2619 467 20 13359 34 20 27 167 20 720 24 23 41 26 26 25 619 28 20 1717 1280 58 37 32638 27 26 57 26 32 29 30 20 359 45 57 122 20 265 4814 22 177 22 20 16646 87 727 70 20 23 62 20 1467 23 33 20 45 125 23 21 29 23810 20
leaf_count=2619 467 20 13359 34 20 27 167 20 720 24 23 41 26 26 25 619 28 20 1717 1280 58 37 32638 27 26 57 26 32 29 30 20 359 45 57 122 20 265 4814 22 177 22 20 16646 87 727 70 20 23 62 20 1467 23 33 20 45 125 23 21 29 23810 20
internal_value=0 0.639623 -0.0134214 2.58712 3.42684 5.48913 0.181472 0.781519 0.511902 2.51741 0.776936 -0.0322091 1.84582 2.55814 0.149227 0.404645 1.4075 0.285459 0.0899494 0.232267 0.197026 0.701757 -0.038795 0.49883 0.745014 0.146008 0.624759 0.120989 1.29277 0.0234565 0.0108201 0.592333 0.601204 0.790165 0.11719 0.504071 -0.0484532 0.109799 0.207565 0.245631 0.205199 0.174207 -0.0495453 0.068343 0.00928667 0.147486 0.0150066 -0.0323205 0.13961 0.468405 0.00965034 0.137387 0.103805 -0.146727 1.00842 0.00111808 0.846035 0.562007 0.778988 -0.0634275 1.40679
internal_weight=0 2096 101360 129 95 47 8905 457 1967 64 1038 92455 75 49 8448 841 48 816 4727 1493 1452 963 87728 393 238 1337 852 7607 111 3234 14301 826 212 115 7575 142 73427 7433 310 796 929 878 73117 155 14281 797 3204 32661 835 82 3184 288 753 107 82 13484 43 48 51 40456 40
internal_count=103456 2096 101360 129 95 47 8905 457 1967 64 1038 92455 75 49 8448 841 48 816 4727 1493 1452 963 87728 393 238 1337 852 7607 111 3234 14301 826 212 115 7575 142 73427 7433 310 796 929 878 73117 155 14281 797 3204 32661 835 82 3184 288 753 107 82 13484 43 48 51 40456 40
cat_boundaries=0 5 11 17 23 27 32 38 43 49
cat_threshold=1074823168 536887298 4610 171081770 262192 11583488 512 268436000 33554432 64 256 100663808 33554432 268501096 1024 268435520 4096 268452736 4358176 524792 335622656 1946705984 1032 32768 536870912 512 2097154 1073774592 536870912 4096 135430154 32 614794244 2416181904 419463172 2155872256 2155872268 12561 23413892 516 8396800 0 8196 2185758744 36708365 10682369 17041409 16845057 642
is_linear=0
shrinkage=0.01


Tree=69
num_leaves=64
num_cat=15
split_feature=0 2 25 14 0 1 1 9 25 2 10 0 14 6 2 2 24 1 17 17 25 0 0 25 25 6 1 6 1 24 24 3 25 2 1 2 1 2 10 13 24 0 10 25 26 0 3 24 25 1 5 3 1 19 10 24 1 1 8 25 12 0 6
split_gain=8.58336e+06 5.10977e+06 3.63878e+06 2.49096e+06 3.87751e+06 2.88494e+06 1.69879e+06 2.19795e+06 1.53584e+06 1.28951e+06 892604 728657 702924 1.03088e+06 597176 3.82185e+06 588764 580434 504906 502265 437352 701677 430642 412124 398229 425768 669890 369589 339858 309584 276483 483896 382393 261963 287027 245871 237666 224924 216046 246448 215595 365326 445723 216390 214963 202182 200002 257988 171193 163129 158147 239143 146419 143426 134669 128777 118731 117618 105429 94265.6 87174.1 80258 67392.4
threshold=166.61000000000004 512.13625000000013 0 1.6551500000000001 507.82280000000009 285.35875000000004 226.32900000000004 166.71600000000004 1 117.51455000000003 362.00600000000003 28.148500000000002 132.71250000000001 143.41900000000001 54.609000000000002 62.336000000000006 2 169.65250000000003 330.72800000000007 42.292058500000003 3 29.239750000000004 131.25500000000002 4 5 53.105500000000006 469.21250000000003 360.15000000000003 198.54500000000004 6 7 888.10000000000014 8 272.24748000000005 122.82375000000002 284.91500000000008 884.13250000000005 190.99500000000003 164.75250000000003 128.13330350000004 9 1077.3535000000002 80.037750000000017 10 2022.5000000000002 234.07000000000002 205.81150000000002 11 12 273.76200000000006 112.45200000000001 114.45750000000002 165.05000000000004 137.57250000000002 675.38900000000001 13 10.996800000000002 126.06400000000002 9.9212500000000023 14 79.340000000000018 354.51980000000003 22.153894000000005
decision_type=2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 9 2 2 9 9 2 2 2 2 1 1 2 9 2 2 2 2 2 2 2 1 2 2 9 2 2 2 1 9 2 2 2 2 2 2 1 2 2 2 9 2 2 2
left_child=2 8 6 4 17 -6 14 24 10 58 16 23 13 -12 30 -16 19 -3 29 27 21 -13 28 36 25 37 -27 -2 -23 -17 38 32 -32 45 -35 53 50 -8 52 -40 41 42 60 57 -24 -18 48 56 54 -26 55 -52 -1 59 -25 -4 -48 61 -9 -22 -10 -42 -51
right_child=1 3 11 -5 5 -7 7 9 40 -11 12 20 -14 -15 15 18 33 -19 -20 -21 35 22 44 46 49 26 -28 -29 -30 -31 31 -33 -34 34 -36 -37 -38 -39 39 -41 43 -43 -44 -45 -46 -47 47 -49 -50 62 51 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.0015602795057698331 0.81094294310324844 0.092301097869873047 -0.040439705214742966 0.23845440976759968 8.3128735370635987 3.3019201301645347 0.39491604211295295 1.9061199493408203 0.18179196395764227 4.324746840794881 0.99040395114732838 1.5216045768086504 0.49832954021600578 3.8967746089054986 4.2519563969612122 0.53918144728110085 0.054000255966186524 2.3228047481817859 1.8518878550529478 2.2867170351522943 0.064456915068407741 0.11090348684205674 1.2108684504032134 -0.032526758379943552 0.55638729810714727 0.57438092470169066 2.8427575021204738 1.996570976802281 0.90007669448852545 0.10689206466758461 0.51483885687016928 1.4727660056522913 0.1330588391811878 2.0447832889556885 0.37088696888514927 0.92438699452082318 1.1000623445510864 1.3678301828248161 0.24358043017896636 1.4566376152038576 0.031863479614257811 1.713249328494072 1.639360314210256 -0.023748735099416753 0.34613980420587354 0.50730088072952695 0.45292452865717364 -0.032933377836747921 -0.062796461447497606 -0.024930896457584426 0.11778221402757912 0.889608082195123 0.68265843152999883 0.85904416239261627 0.73293455787326978 0.024566622428091735 1.2983878803253175 1.1550647154721347 0.87933156490325926 -0.044045539792083109 0.8078118658065796 0.65024655970131473 -0.66868904018402109
leaf_weight=2311 431 20 4507 34 20 27 157 20 304 24 23 41 26 26 25 236 150 28 20 27 1571 1280 58 32621 48 30 23 28 57 560 271 28 4842 20 21 30 20 28 103 20 43 20 24 451 57 286 98 192 40473 87 372 45 32 20 23 9357 20 22 20 1613 24 41 20
leaf_count=2311 431 20 4507 34 20 27 157 20 304 24 23 41 26 26 25 236 150 28 20 27 1571 1280 58 32621 48 30 23 28 57 560 271 28 4842 20 21 30 20 28 103 20 43 20 24 451 57 286 98 192 40473 87 372 45 32 20 23 9357 20 22 20 1613 24 41 20
internal_value=0 0.633227 -0.0132871 2.56125 3.39257 5.43424 0.17966 0.773704 0.506783 2.49223 0.769166 -0.0318872 1.82736 2.53256 0.147737 0.400599 0.694739 1.39343 0.282604 0.941858 0.0890501 0.229945 0.195056 -0.0384072 0.493842 0.737564 1.55877 0.883269 0.144548 0.243175 0.119782 0.161427 0.154561 0.414522 1.18742 0.0232222 0.0107119 0.542168 0.0321779 0.440826 0.203147 0.38812 0.323855 0.0749444 0.782264 0.351349 -0.0479688 0.20549 -0.04905 0.0676595 0.00919381 0.201073 0.0108625 0.0148569 -0.0319776 0.00342249 0.549643 0.460704 1.39273 0.00955417 0.227598 0.333693 -0.14526
internal_weight=0 2096 101360 129 95 47 8905 457 1967 64 1038 92455 75 49 8448 841 963 48 816 486 4727 1493 1452 87728 393 238 53 459 1337 796 7607 5141 5113 477 41 3234 14301 185 2466 123 929 372 352 557 115 436 73427 310 73117 155 14281 417 2343 3204 32644 13864 118 106 40 3184 328 84 107
internal_count=103456 2096 101360 129 95 47 8905 457 1967 64 1038 92455 75 49 8448 841 963 48 816 486 4727 1493 1452 87728 393 238 53 459 1337 796 7607 5141 5113 477 41 3234 14301 185 2466 123 929 372 352 557 115 436 73427 310 73117 155 14281 417 2343 3204 32644 13864 118 106 40 3184 328 84 107
cat_boundaries=0 5 11 12 18 24 28 29 30 35 36 39 40 46 47 52
cat_threshold=1074823168 536887298 4610 171081770 262192 11583488 512 268436000 33554432 64 256 1139 100663808 33554432 268501096 1024 268435520 4096 268452736 4358176 524792 335622656 1946705984 1032 32768 536870912 512 2097154 83 2464 0 536870912 4096 134348800 32 2656 67108864 537018384 65536 2145 614794244 2416181904 419463172 8388608 2155872268 12561 2696 23397508 512 8396800 0 8196
is_linear=0
shrinkage=0.01


Tree=70
num_leaves=64
num_cat=16
split_feature=25 2 16 25 2 2 24 2 25 8 25 10 5 24 2 18 3 24 8 15 5 7 26 10 5 4 12 3 3 24 14 3 10 8 12 8 7 24 25 25 8 2 2 5 24 26 24 25 25 7 11 8 3 4 26 7 8 3 25 12 2 4 2
split_gain=7.29033e+06 6.3129e+06 7.43332e+06 1.69796e+06 1.21572e+06 1.09747e+06 1.08443e+06 6.93925e+06 819343 814351 798823 782479 1.85882e+06 753372 1.74757e+06 602835 803574 602519 497776 394247 374874 367624 958164 465357 355227 345230 334663 328005 322264 493727 311433 290561 309098 303608 348464 282472 277365 275445 579721 235110 230662 207321 292729 188818 188486 186569 169097 160028 154186 142439 137600 252635 121636 109664 87089.7 76203.6 49931.9 47835.1 38544.8 36892.9 30388 28477.6 26696.5
threshold=0 364.96250000000003 352.21000000000004 1 101.31180000000002 23.455000000000002 2 62.336000000000006 3 401.69424000000004 4 556.40500000000009 65.637375000000006 5 352.68673250000012 140.70229500000002 472.9221300000001 6 1117.4100000000001 367.0080000000001 448.18200000000007 119.8135 2022.5000000000002 11.202900000000001 359.92750000000007 108.75750000000001 890.55300000000011 30.224000000000004 48.376050000000006 7 217.21993000000001 83.922500000000014 796.68750000000011 111.70815 34.421000000000006 362.27300000000002 143.86150000000001 8 9 10 259.21600000000007 143.73850000000002 169.99800000000002 46.779000000000003 11 2022.5000000000002 12 13 14 8.7137500000000028 137.55900000000003 27.995000000000005 78.36075000000001 61.789000000000009 2022.5000000000002 189.452325 522.5150000000001 165.5925 15 28.750500000000002 61.220000000000006 169.65250000000003 364.96250000000003
decision_type=9 2 2 9 2 2 1 2 9 2 9 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 9 9 2 2 2 2 1 2 1 9 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 3 15 5 10 17 7 -7 13 19 26 18 -13 25 41 16 21 30 37 -8 27 23 -23 -3 -18 62 31 47 29 -19 57 32 44 46 -35 39 -9 38 -5 43 -30 54 -43 52 -2 -39 -33 55 -45 56 53 -52 -12 -29 -15 -10 -37 -1 60 -49 -41 -60 -6
right_child=4 2 -4 11 8 6 9 36 20 -11 35 12 -14 14 -16 -17 24 28 -20 -21 -22 22 -24 -25 -26 -27 -28 50 40 -31 -32 33 -34 34 -36 49 -38 45 -40 58 -42 42 -44 48 -46 -47 -48 59 -50 -51 51 -53 -54 -55 -56 -57 -58 -59 61 -61 -62 -63 -64
leaf_value=0.023485703037660212 0.14230611258343637 0.6718098090210477 6.9262617961565649 0.71729618065284972 -0.042989606788192969 5.8740547983108025 0.38201966508432772 0.10485137973033207 0.13614462630078952 2.0623108444494362 -0.032532560043552872 -0.14715562936421989 3.4262036768595379 -0.13949835455417633 4.0565715390159971 -0.46710061845325285 3.1100382534662887 0.97785328404512262 1.6217289544235576 1.7880515822910128 1.413934289890787 3.4117088816382672 0.78934831525150106 1.9608861738262755 1.5289805470572577 1.1200897866693036 1.2414144559528517 0.17790513193181581 0.71874590890384027 0.29455825474490316 1.2673395044803619 0.32670492929183631 1.1839815280748451 0.26812591402695096 1.9371151568672875 0.49869930386543276 1.4130721439634051 0.1295669963739178 0.14929190882202487 -0.04751669852348011 1.8368431956427438 2.1989074030376616 0.68860701849966333 0.17932977571934836 0.01314093306888831 -0.017686294836512472 -0.028291586156735202 -0.093429865937861095 -0.02543624109258355 1.0866690245696478 1.6523312109166925 0.28479559680393762 0.091622056386847853 0.53413067020416261 0.78254335982458922 0.65524881116549172 -0.010987734407991976 -0.33671399471163754 -0.067317860938371971 0.25541878486052155 0.095177701528103939 0.31016609182953836 -0.45792722856998447
leaf_weight=471 1222 185 24 188 69 31 396 71 493 34 35597 37 24 20 21 21 30 118 22 21 23 22 38 33 27 29 23 280 152 889 20 316 23 29 22 40 21 1738 2252 12812 21 21 33 792 13704 1704 233 576 681 28 22 35 807 125 21 30 37 40 26789 32 151 20 20
leaf_count=471 1222 185 24 188 69 31 396 71 493 34 35597 37 24 20 21 21 30 118 22 21 23 22 38 33 27 29 23 280 152 889 20 316 23 29 22 40 21 1738 2252 12812 21 21 33 792 13704 1704 233 576 681 28 22 35 807 125 21 30 37 40 26789 32 151 20 20
internal_value=0 0.279072 1.53961 0.22135 -0.0243051 0.452679 0.833035 1.64823 0.229537 0.561708 -0.0293397 0.131755 1.25876 0.770862 1.33121 1.17646 1.27949 0.327724 0.120334 0.452827 0.145482 1.05772 1.75088 0.866945 2.36112 0.159045 0.0360251 0.128081 0.45193 0.387262 0.042403 0.0342653 0.0256049 0.250039 0.988082 -0.0424296 0.403467 0.114718 0.195805 -0.043136 0.854469 0.86889 1.27595 -0.0252825 0.0238199 0.0565035 0.181477 0.0363701 0.0857067 0.475887 0.352595 0.812616 -0.0297803 0.287851 0.332767 0.162808 0.253785 -0.00470997 -0.0601173 -0.0738547 -0.0458192 -0.0670113 -0.136234
internal_weight=0 8630 380 8250 95176 2285 574 123 1850 451 93326 5965 61 234 116 356 335 1711 5904 417 1616 278 60 218 57 118 15572 1593 1180 1007 531 15549 14949 600 51 77754 92 5882 2440 77649 173 95 54 37877 14926 3442 549 1131 1473 105 462 57 36404 405 41 523 77 511 39772 608 12963 26809 89
internal_count=103806 8630 380 8250 95176 2285 574 123 1850 451 93326 5965 61 234 116 356 335 1711 5904 417 1616 278 60 218 57 118 15572 1593 1180 1007 531 15549 14949 600 51 77754 92 5882 2440 77649 173 95 54 37877 14926 3442 549 1131 1473 105 462 57 36404 405 41 523 77 511 39772 608 12963 26809 89
cat_boundaries=0 5 10 11 17 23 24 25 26 27 29 35 36 37 43 49 55
cat_threshold=1074823168 536887296 4608 167936002 32 32768 0 4096 131072 32 1036 16384 128 8 0 8208 4096 335545088 4358658 426 74526752 1678516240 1032 2698 2440 64 283 1073741824 536870912 15025284 2457862192 278986832 268435456 276825286 12544 1024 1652 2163716 268567072 10551392 0 4 8192 8717312 0 64 0 268435524 4352 2181040136 1310861 554205184 2164264453 2197930504 49
is_linear=0
shrinkage=0.01


Tree=71
num_leaves=44
num_cat=3
split_feature=0 2 16 4 8 16 26 2 6 3 9 5 4 1 1 1 9 24 0 4 6 0 5 1 8 12 14 8 0 3 10 8 14 26 5 4 2 5 24 1 24 6 3
split_gain=7.59561e+06 4.3395e+06 4.57401e+06 2.15891e+06 2.01294e+06 1.49577e+06 1.29199e+06 1.27864e+06 1.3095e+06 1.0882e+06 729378 910656 620227 578035 573007 526798 514495 462577 527636 506538 427694 415394 455885 418682 387843 357376 330321 350983 282978 246626 233624 235638 228210 211959 209559 205701 165685 164057 156137 151137 139721 136300 18148.4
threshold=166.61000000000004 597.17782000000011 64.642500000000013 216.15000000000003 551.49600000000009 352.21000000000004 2022.5000000000002 30.197083500000005 877.0150000000001 297.47500000000008 367.7580000000001 156.52200000000002 53.136253000000004 383.83325000000008 756.19086000000004 41.632000000000012 384.29599999999999 0 1077.3535000000002 371.41875000000005 222.67000000000004 748.92250000000013 23.8931 14.904238000000001 132.17200000000005 162.43300000000002 323.43265000000002 117.70800000000001 103.11795000000002 66.827500000000015 1098.7459000000001 1117.4100000000001 264.3250000000001 2022.5000000000002 16.158000000000005 88.76400000000001 364.96250000000003 26.770100000000003 1 180.57000000000002 2 143.41900000000001 514.39811750000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2
left_child=3 9 6 7 5 13 12 15 14 10 17 -12 -3 25 20 29 26 24 19 -19 28 22 23 42 38 40 27 -17 -9 30 31 -1 35 -24 -27 -31 -22 -15 -2 -26 -5 -35 -11
right_child=1 2 -4 4 -6 -7 -8 8 -10 21 11 -13 -14 37 -16 16 -18 18 -20 -21 36 -23 33 -25 39 34 -28 -29 -30 32 -32 -33 -34 41 -36 -37 -38 -39 -40 -41 -42 -43 -44
leaf_value=-0.032428421817120127 -0.042451003057504794 3.9980016980852402 6.9050014925003049 0.34889229889086315 2.7337451785963935 2.9368739943070845 0.25526939434882923 0.081982017518976616 2.5105651341313902 -0.44332820502194492 0.48516748196369897 2.9557662281036374 1.5373935066461564 0.75119574928283694 1.6007903392498311 0.054383178992928882 1.2669484334378629 0.43773737545513625 1.667959414303303 1.6049774673657542 0.44872934440366263 2.2333119992166757 2.104581872435177 1.1937589943714633 1.140076270432308 0.49489068583438267 1.3631769037246704 0.56881197533745698 0.43886372381146871 0.044768424934174184 0.88149312019348147 0.74504474933330822 1.1489577798843384 0.44173376417160037 1.6599935302482203 0.46248744887629833 1.232812718189124 1.977515106201172 0.24726013655719078 0.1821103684798531 0.085346967029148971 1.4713498025470311 -0.027113017559051517
leaf_weight=89491 296 21 20 340 37 22 39 5249 23 22 37 25 20 20 26 3407 37 796 40 39 147 32 34 39 58 38 20 138 232 1643 28 39 20 20 26 127 33 24 496 23 526 36 20
leaf_count=89491 296 21 20 340 37 22 39 5249 23 22 37 25 20 20 26 3407 37 796 40 39 147 32 34 39 58 38 20 138 232 1643 28 39 20 20 26 127 33 24 496 23 526 36 20
internal_value=0 0.594359 2.62761 -0.0113961 0.443435 0.358353 1.55827 -0.0160637 0.129273 0.493353 0.415488 1.48138 2.79771 0.300111 0.119642 -0.0248038 0.0938146 0.377682 0.539832 0.492255 0.11284 1.18762 0.991931 0.447668 0.20661 0.247123 0.081639 0.0744089 0.0970881 -0.0294811 -0.0318041 -0.0320897 0.0867428 1.48177 0.968214 0.0747404 0.592478 1.4201 0.14157 0.868061 0.193832 1.10363 -0.24513
internal_weight=0 2113 100 101693 1033 996 80 100660 5710 2013 1810 62 41 974 5687 94950 3602 1748 875 835 5661 203 171 81 873 930 3565 3545 5481 91348 89558 89530 1790 90 64 1770 180 44 792 81 866 56 42
internal_count=103806 2113 100 101693 1033 996 80 100660 5710 2013 1810 62 41 974 5687 94950 3602 1748 875 835 5661 203 171 81 873 930 3565 3545 5481 91348 89558 89530 1790 90 64 1770 180 44 792 81 866 56 42
cat_boundaries=0 1 2 3
cat_threshold=1677 640 720
is_linear=0
shrinkage=0.01


Tree=72
num_leaves=64
num_cat=18
split_feature=0 2 16 25 25 2 26 25 24 0 10 2 24 2 9 2 10 26 0 24 13 26 7 16 5 10 7 24 8 25 24 0 15 25 5 2 0 7 26 11 25 25 12 12 25 11 0 25 26 8 8 24 26 0 2 25 5 25 2 5 24 2 26
split_gain=7.44469e+06 4.2531e+06 4.48299e+06 3.72387e+06 1.71711e+06 1.32991e+06 1.26628e+06 1.16414e+06 1.02911e+06 967001 863644 855924 1.35231e+06 8.01721e+06 787076 883221 724438 499190 498687 586343 474631 944371 464446 433864 407200 432350 366096 361091 427973 462294 858814 333023 314356 273843 389362 273022 229286 227126 222199 214038 191889 183523 214752 417460 175702 161460 161292 143360 139971 120112 180835 119691 113329 94257 314527 73310 69661 56645.8 49098.1 43442.2 32581.5 20895.7 19602.4
threshold=166.61000000000004 597.17782000000011 64.642500000000013 0 1 658.86750000000018 2022.5000000000002 2 3 335.27750000000009 1098.7459000000001 29.306750000000005 4 62.336000000000006 367.7580000000001 169.99800000000002 400.0485000000001 2022.5000000000002 27.499000000000006 5 13.153700000000002 2022.5000000000002 119.8135 247.80448000000004 66.795000000000016 279.94750000000005 165.94800000000004 6 218.21600000000004 7 8 413.70875000000007 72.880200000000002 9 55.066950000000013 1070.9310000000003 49.11921000000001 361.43000000000006 2022.5000000000002 52.741000000000007 10 11 79.340000000000018 248.65100000000004 12 123.62500000000001 538.27200000000016 13 2022.5000000000002 267.72500000000008 617.48075000000006 14 2022.5000000000002 219.99000000000004 23.455000000000002 15 39.87850000000001 16 1.0980000000000003 234.22 17 883.10000000000014 2022.5000000000002
decision_type=2 2 2 9 9 2 2 9 1 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 9 1 2 2 9 2 2 2 2 2 2 9 9 2 2 9 2 2 9 2 2 2 1 2 2 2 9 2 9 2 2 1 2 2
left_child=3 4 6 11 8 7 31 10 53 33 18 27 13 -13 17 -16 23 -11 37 -20 21 35 48 26 36 47 -14 39 29 30 -29 -3 -31 34 -10 -7 44 -5 -35 52 -38 60 46 -44 -9 -41 51 -26 -15 -30 -51 -43 55 54 -2 -1 58 -54 -55 -58 -6 -23 -62
right_child=1 2 -4 5 41 20 -8 24 9 14 -12 12 16 22 15 -17 -18 -19 19 -21 -22 61 -24 -25 25 -27 -28 28 49 32 -32 -33 -34 38 -36 -37 40 -39 -40 45 -42 42 43 -45 -46 -47 -48 -49 -50 50 -52 -53 57 56 -56 -57 59 -59 -60 -61 62 -63 -64
leaf_value=0.050702965107985908 -0.24866259538210356 1.8462214422225953 6.83595154953003 0.027903085803037891 -0.20254509037574836 1.0802011691606961 0.25271669999147073 -0.025837782299671354 -0.17644567418666113 1.4630944880628096 2.0333513164520265 6.9947898504008412 0.10435598171296272 0.63143454213296213 1.2560683973630269 4.1014488344192506 1.9148189637167701 0.69345736759621024 0.8494583020055736 0.15674299132946584 2.3531196675981794 -0.046548611068725584 1.7765380161149162 1.6539077563719318 0.25718958157673477 1.2174334975991929 0.99211280471873742 1.3445224236198092 1.7233338890075682 0.20397921550008996 0.075078601529521324 3.6492579579353333 1.0810213556743804 0.99505574717205392 1.3760808740407229 2.4944723310924712 0.19146714158298378 0.43265265720231194 0.52009405781411455 1.3839426522254945 -0.014484040528852889 0.38758107947003573 1.9983844876289367 0.092224655151367185 -0.056906502116445878 0.33472321709719571 0.52678439569950097 0.036970100596926875 -0.22715447328528579 0.2915152104695638 1.4309460045282658 0.038676415815878142 -0.22585795533566075 -0.10203914966223375 1.4193766874074936 0.27458637969834465 -0.66857064869092853 0.014155778209013599 0.33946447809537256 -0.06636786537170411 0.17563959251750599 -0.44430507523672924 -0.07509198062949711
leaf_weight=340 26 20 20 14291 103 39 39 28927 84 194 22 23 376 31 24 20 29 149 125 1527 21 25 21 22 390 35 53 105 20 1516 114 21 42 196 20 21 731 140 198 20 1165 123 20 27 49370 55 125 1177 49 30 26 408 121 53 20 270 23 396 48 25 55 28 72
leaf_count=340 26 20 20 14291 103 39 39 28927 84 194 22 23 376 31 24 20 29 149 125 1527 21 25 21 22 390 35 53 105 20 1516 114 21 42 196 20 21 731 140 198 20 1165 123 20 27 49370 55 125 1177 49 30 26 408 121 53 20 270 23 396 48 25 55 28 72
internal_value=0 0.588425 2.60134 -0.0112817 0.48843 -0.0229846 1.54268 -0.0243496 0.757635 0.905084 0.0533453 0.301507 0.646303 1.54203 1.29028 2.54942 0.374971 1.12876 0.05067 0.215249 0.97256 0.715996 0.452982 0.28427 -0.039649 0.118208 0.214032 0.234324 0.321515 0.291821 0.715851 2.76973 0.226171 0.623915 0.111405 1.5752 -0.0428074 0.0318297 0.737647 0.0964346 0.0658536 0.1669 0.246874 0.903356 -0.0454387 0.614515 0.203602 0.0936562 0.105549 1.05811 0.820537 0.127524 0.0628128 0.0769376 0.476572 0.155132 -0.0412758 -0.0461125 0.107784 -0.354923 -0.0776418 -0.256684 0.0310478
internal_weight=0 2113 100 101693 2013 98034 80 97900 1080 885 16105 3659 604 124 387 44 480 343 16083 1652 134 113 101 451 81795 1602 429 3055 1853 1777 219 41 1558 498 104 60 80193 14431 394 1202 1896 933 703 47 78297 75 656 1567 80 76 56 531 1127 195 46 610 149 517 101 48 230 53 127
internal_count=103806 2113 100 101693 2013 98034 80 97900 1080 885 16105 3659 604 124 387 44 480 343 16083 1652 134 113 101 451 81795 1602 429 3055 1853 1777 219 41 1558 498 104 60 80193 14431 394 1202 1896 933 703 47 78297 75 656 1567 80 76 56 531 1127 195 46 610 149 517 101 48 230 53 127
cat_boundaries=0 5 11 17 18 19 20 21 26 27 31 37 42 48 54 55 60 64 65
cat_threshold=1073774592 536887296 4096 134381570 32 3194884 512 268436000 33554432 68 4096 336593664 163842 938 40894496 1678516240 1024 136 1036 1024 2976 0 536870912 0 131072 32 67 1048576 0 0 33554432 42206336 33554432 278986816 0 4 4096 8455296 268435488 10 2105346 8912896 10765440 2428764704 65616 335622656 276825222 12552 279552 32 64 65536 64 4096 304 32768 0 0 131074 32 1073741824 536870912 0 131072 1634
is_linear=0
shrinkage=0.01


Tree=73
num_leaves=64
num_cat=16
split_feature=0 2 16 25 25 3 6 26 24 0 25 2 2 24 2 9 2 10 12 26 25 7 16 7 24 8 25 24 2 0 0 3 5 15 24 25 0 11 7 25 12 12 8 5 25 3 26 11 11 0 26 3 26 0 2 24 25 5 6 2 25 5 2
split_gain=7.29673e+06 4.16842e+06 4.39378e+06 3.65069e+06 1.6828e+06 1.30944e+06 1.5681e+06 1.24108e+06 1.00864e+06 947758 851585 879494 838684 1.3254e+06 7.85766e+06 771413 865645 710021 495110 489256 478130 455204 425230 358810 354120 419368 454287 843211 345434 326396 324767 323117 397890 308100 296483 283549 249361 209771 204902 180035 210439 409152 177134 178730 174931 160235 159740 158247 152008 147292 137186 136421 111179 92381.3 308268 89757.2 71905.6 68274.8 80130.6 63895.3 55600.6 53007.5 48121
threshold=166.61000000000004 597.17782000000011 64.642500000000013 0 1 73.777500000000018 543.52500000000009 2022.5000000000002 2 335.27750000000009 3 1070.9310000000003 29.306750000000005 4 62.336000000000006 367.7580000000001 169.99800000000002 400.0485000000001 1078.0535000000002 2022.5000000000002 5 119.8135 247.80448000000004 165.94800000000004 6 218.21600000000004 7 8 364.96250000000003 413.70875000000007 104.42500000000001 365.67550000000006 39.280380000000001 72.880200000000002 9 10 50.029250000000012 52.741000000000007 27.624000000000006 11 79.340000000000018 248.65100000000004 678.89998000000014 60.717500000000008 12 94.19250000000001 2022.5000000000002 123.62500000000001 176.37682000000004 538.27200000000016 2022.5000000000002 43.634800000000006 2022.5000000000002 219.99000000000004 23.455000000000002 13 14 39.87850000000001 39.280380000000001 78.338250000000002 15 27.232500000000005 1.0980000000000003
decision_type=2 2 2 9 9 2 2 2 1 2 9 2 2 1 2 2 2 2 2 2 9 2 2 2 1 2 9 1 2 2 2 2 2 2 1 9 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 9 2 2
left_child=3 4 7 12 8 10 20 29 53 31 11 18 24 14 -14 19 -17 22 28 -11 30 50 23 -15 37 26 27 -26 -5 -3 34 35 -33 -28 -7 -10 42 52 -32 -6 45 -42 43 -12 55 49 -47 -39 61 -41 -16 -27 56 54 -2 -38 -1 62 -59 -46 -54 -22 -55
right_child=1 2 -4 5 39 6 -8 -9 9 15 36 -13 13 17 21 16 -18 -19 -20 -21 48 -23 -24 -25 25 51 33 -29 -30 -31 38 32 -34 -35 -36 -37 44 47 -40 40 41 -43 -44 -45 59 46 -48 -49 -50 -51 -52 -53 60 57 -56 -57 -58 58 -60 -61 -62 -63 -64
leaf_value=0.050210422767911642 -0.24617596479562615 1.8277592391967772 6.767591831684113 0.026881859559162814 -0.076949809024731322 -3.6914897030706909e-05 2.3640783662507028 0.2501895292599996 0.1574572429805994 1.4484635477443946 -0.047755586025798102 1.9096529174804686 6.9248418351878289 0.10331242375313603 0.62512023510471471 1.2435076872507731 4.0604343895912169 1.8956707957695269 1.5318380295146596 0.68652279170567554 -0.026986219871754185 1.758772672130948 1.6373687306317417 0.98219166080906706 1.332246371725331 0.79433918080159605 0.20193942303334347 0.074388362669175673 0.565320099701484 3.6127654284522648 0.44814315303894026 0.48223918604850768 2.4769572954177859 1.0702111441748483 0.34156260987356002 0.71601898983938084 0.28811227883811458 1.3701033020019531 1.3659740190034688 0.069348369916702832 1.9784006018638609 0.09130240899545175 0.85172560710798606 0.068207264530685152 -0.03217461372842801 1.2781834631699782 0.27618683466097205 0.33137599229812625 0.86136421884809222 0.46319247735648594 -0.22488293132003473 1.7564784090518952 -0.22377178759975289 -0.10101875498609722 1.4051829102039337 0.069427126563763195 0.27193858032567159 -0.81466179484412782 0.0089607262611389165 0.32763471855567056 0.014017707122021855 0.1591962539625692 0.33606983835498488
leaf_weight=340 26 20 20 16816 230 353 33 39 158 194 75251 25 23 376 31 24 20 29 22 149 957 21 22 53 105 56 1516 114 120 21 56 20 20 42 970 300 405 20 43 470 20 27 22 1353 970 26 41 55 21 119 49 20 121 53 20 383 270 21 27 52 396 182 48
leaf_count=340 26 20 20 16816 230 353 33 39 158 194 75251 25 23 376 31 24 20 29 22 149 957 21 22 53 105 56 1516 114 120 21 56 20 20 42 970 300 405 20 43 470 20 27 22 1353 970 26 41 55 21 119 49 20 121 53 20 383 270 21 27 52 396 182 48
internal_value=0 0.582552 2.57532 -0.011166 0.483556 -0.0227533 0.198012 1.52726 0.750059 0.896033 -0.0288059 0.0353867 0.298533 0.63984 1.5266 1.27738 2.52393 0.371221 0.0326444 1.11747 0.170328 0.448452 0.281427 0.211892 0.232031 0.318376 0.288982 0.709312 0.030697 2.74203 0.292284 0.617676 1.4796 0.223909 0.252999 0.542399 -0.042704 0.0954796 0.846797 0.165255 0.244465 0.894323 -0.0454498 -0.0457074 0.0733034 0.201631 0.665021 0.60837 0.0181509 0.14892 0.104493 1.04753 0.0621948 0.0761682 0.471806 0.184024 0.153634 -0.0408631 -0.351374 -0.0137329 -0.0456923 0.00276375 0.106707
internal_weight=0 2113 100 101693 2013 98034 2615 80 1080 885 95419 16983 3659 604 124 387 44 480 16958 343 2582 101 451 429 3055 1853 1777 219 16936 41 1422 498 40 1558 1323 458 78436 1202 99 933 703 47 76626 76604 1810 656 67 75 1160 589 80 76 1127 195 46 788 610 149 48 1022 517 1139 101
internal_count=103806 2113 100 101693 2013 98034 2615 80 1080 885 95419 16983 3659 604 124 387 44 480 16958 343 2582 101 451 429 3055 1853 1777 219 16936 41 1422 498 40 1558 1323 458 78436 1202 99 933 703 47 76626 76604 1810 656 67 75 1160 589 80 76 1127 195 46 788 610 149 48 1022 517 1139 101
cat_boundaries=0 5 11 12 18 19 25 26 31 32 33 37 42 48 49 54 58
cat_threshold=1073774592 536887296 4096 134381570 32 3194884 512 268436000 33554432 68 4096 136 336593664 4358274 810 108072992 1678516240 1032 1036 68174464 544 8454698 35651584 8196 12288 2976 0 536870912 0 131072 32 67 1164 1048576 0 512 33554432 8455296 268435488 10 2105346 8912896 33883136 33554432 278986816 0 268435524 4096 1334 32768 0 0 131074 32 1073741824 536870912 0 131072
is_linear=0
shrinkage=0.01


Tree=74
num_leaves=64
num_cat=16
split_feature=0 2 25 7 25 2 25 24 26 0 2 24 2 6 9 2 1 3 1 26 26 1 7 3 5 8 3 24 8 25 24 24 0 24 15 6 24 2 5 0 11 6 25 3 25 24 9 0 3 25 11 3 26 7 1 0 2 2 11 5 6 2 25
split_gain=7.15239e+06 4.08531e+06 3.57895e+06 2.38193e+06 1.64982e+06 1.28499e+06 1.11964e+06 988804 980636 928399 821792 1.29902e+06 7.7013e+06 792827 756062 848418 709190 785031 632104 611265 479520 467613 429426 417513 392342 388160 370686 347283 410936 446418 879764 344190 316800 651226 301969 293467 300084 245813 263049 219954 205589 193686 182665 178011 176490 182423 254780 266748 171117 162108 155098 133706 109070 94407 91476.3 90542.9 302133 89957.4 84914.8 66916.1 78536 62499.1 54574.8
threshold=166.61000000000004 597.17782000000011 0 371.89150000000006 1 658.86750000000018 2 3 2022.5000000000002 335.27750000000009 29.306750000000005 4 62.336000000000006 4.5710000000000006 367.7580000000001 169.99800000000002 117.18750000000001 603.67000000000019 174.76450000000003 2022.5000000000002 2022.5000000000002 151.82000000000002 36.692964000000011 365.67550000000006 66.795000000000016 93.5852 82.242500000000007 5 218.21600000000004 6 7 8 27.499000000000006 9 72.880200000000002 264.52500000000003 10 218.51700000000002 287.60700000000003 49.11921000000001 52.741000000000007 183.56850000000003 11 205.81150000000002 12 13 176.29182000000003 883.10000000000014 180.91300000000004 14 123.62500000000001 43.634800000000006 2022.5000000000002 5.008 159.97720000000004 219.99000000000004 23.455000000000002 883.10000000000014 5.6065500000000013 39.87850000000001 39.280380000000001 1070.9310000000003 15
decision_type=2 2 9 2 9 2 9 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 1 1 2 1 2 2 1 2 2 2 2 2 9 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9
left_child=2 4 10 8 7 6 16 55 -3 21 27 12 -12 19 20 -16 32 31 53 57 -11 23 35 -9 39 58 -27 40 29 30 -29 -18 41 -34 -31 36 -13 49 -39 43 52 -4 -41 -8 -6 -46 47 -47 -23 -26 -42 -30 54 -14 -1 56 -2 -7 -24 -57 -61 -21 -54
right_child=1 3 5 -5 44 13 24 9 -10 14 11 22 18 -15 15 -17 17 -19 -20 61 -22 48 25 -25 37 26 -28 28 51 34 -32 -33 33 -35 -36 -37 -38 38 -40 42 50 -43 -44 -45 45 46 -48 -49 -50 -51 -52 -53 62 -55 -56 59 -58 -59 -60 60 -62 -63 -64
leaf_value=0.18629345664076585 -0.24371420676891623 2.7220106458663942 0.017049175025208016 4.9644489438780424 -0.076212374150753021 0.93519192914168048 -0.045526291434984885 0.36968175234516032 0.37130744716099329 1.4339789065319237 6.8555933512812075 0.45148534544110297 -0.18386284516074441 2.4873156596996164 1.2310726340611775 4.0198300604820254 0.56380731390808225 2.2588121284757343 2.0360334687232973 0.1650275235022268 0.67965756933161081 1.4942133363087973 0.71349700878063849 1.7584679379670516 0.19704400011363196 0.73451275780087433 2.6134326798575267 1.3664289370450107 0.78639582510505412 0.1999200313683786 0.082493361835331888 0.11367064978796662 0.86615640630088153 0.11109246427972583 1.0595090092931476 1.1066593753930294 -0.14152160809771849 0.28003190738398853 1.6788995177745818 0.18447474442579245 1.3564022607803343 0.25974788904190066 -0.015564576033180559 0.18792618477807904 0.03195458218615542 0.24877415894836266 1.4515533672060286 1.1993534334376454 0.65856797496739194 -0.0079814897760345643 0.32806222222068093 1.7389136109352112 -0.22170488650562198 0.54740538244064041 -0.28705893417651002 0.10563944908651975 1.3911310386657716 1.7841986142672024 -0.0052277767181396484 -0.80651516778128485 0.0088711105452643508 -0.49979641327491175 0.013880982812920703
leaf_weight=566 26 36 13552 29 230 24 77969 368 35 194 23 140 55 27 24 20 283 21 20 31 149 69 48 23 738 21 21 100 56 1516 119 446 116 1350 42 33 192 41 20 750 20 337 1146 328 269 381 21 32 38 803 55 20 121 26 44 101 20 26 25 21 27 26 396
leaf_count=566 26 36 13552 29 230 24 77969 368 35 194 23 140 55 27 24 20 283 21 20 31 149 69 48 23 738 21 21 100 56 1516 119 446 116 1350 42 33 192 41 20 750 20 337 1146 328 269 381 21 32 38 803 55 20 121 26 44 101 20 26 25 21 27 26 396
internal_value=0 0.576764 -0.0110522 2.54957 0.47876 -0.0225251 -0.0238668 0.742638 1.56321 0.88717 0.295589 0.633441 1.51134 0.956063 1.26461 2.49869 0.0523283 0.352619 0.443968 0.569672 1.1063 0.611675 0.367509 0.451375 -0.0388709 0.908035 1.67397 0.229761 0.315268 0.286172 0.702833 0.297708 0.037695 0.177504 0.22167 0.207275 0.117878 0.116079 0.738677 -0.0419711 0.0945341 0.022938 0.0644558 -0.0445483 0.163594 0.24202 0.36857 0.322427 1.19744 0.0914341 0.602286 1.03706 0.0615828 0.0508652 0.15215 0.0754065 0.467088 1.37668 0.467358 -0.0404545 -0.34786 -0.138226 -0.0452759
internal_weight=0 2113 101693 100 2013 98034 97900 1080 71 885 3659 604 124 134 387 44 16105 750 101 107 343 498 480 391 81795 115 42 3055 1853 1777 219 729 15355 1466 1558 365 332 1602 61 80193 1202 13889 1896 78297 933 703 434 413 107 1541 75 76 1127 81 610 195 46 50 73 149 48 57 517
internal_count=103806 2113 101693 100 2013 98034 97900 1080 71 885 3659 604 124 134 387 44 16105 750 101 107 343 498 480 391 81795 115 42 3055 1853 1777 219 729 15355 1466 1558 365 332 1602 61 80193 1202 13889 1896 78297 933 703 434 413 107 1541 75 76 1127 81 610 195 46 50 73 149 48 57 517
cat_boundaries=0 5 11 17 18 19 20 25 26 27 28 29 35 40 41 47 51
cat_threshold=1073774592 536887296 4096 134381570 32 3194884 512 268436000 33554432 68 4096 336593664 163842 938 40894496 1678516240 1024 136 1036 2976 0 536870912 0 131072 32 1090 309 1024 304 33817732 33554432 278986816 0 4 4096 8455296 268435488 10 2105346 8912896 143 345088 512 10485824 65536 68 4352 1073741824 536870912 0 131072
is_linear=0
shrinkage=0.01


Tree=75
num_leaves=64
num_cat=18
split_feature=0 25 11 25 0 24 0 25 24 6 3 6 6 4 4 24 25 0 5 26 24 11 14 25 7 6 5 14 10 4 12 24 7 6 4 0 3 4 25 6 3 24 0 0 25 13 14 3 0 24 25 3 0 24 10 25 0 0 14 11 5 4 24
split_gain=7.10923e+06 3.25763e+06 3.07661e+06 3.01151e+06 1.10494e+06 1.25589e+06 1.68037e+06 946471 842971 842312 640684 579674 532237 735258 696602 664736 529469 529183 522692 435594 567130 390291 556194 389680 382154 380998 373647 363751 332269 305511 264217 259665 304102 259054 382783 254962 324001 251710 245620 242517 237522 229659 271400 1.48328e+06 241874 207779 194461 181543 185396 178561 174354 169835 161034 137720 181757 135723 121887 92239.2 89990.2 80587.5 78207.9 108869 76492.7
threshold=131.25500000000002 0 798.75000000000011 1 384.83520000000004 2 468.98000000000008 3 4 606.07650000000001 27.936450000000004 303.53610000000003 54.76250000000001 178.60500000000002 343.82250000000005 5 6 883.10000000000014 30.282050000000002 2022.5000000000002 7 51.835000000000001 185.57600000000005 8 361.43000000000006 288.21750000000009 156.52200000000002 365.50250000000005 164.75250000000003 160.239 671.11374000000012 9 394.58800000000002 55.50500000000001 371.41875000000005 53.937500000000007 161.04250000000002 483.06600000000009 10 255.31490000000005 335.00670000000008 11 28.148500000000002 32.040442500000005 12 278.25000000000006 678.01075000000003 143.79350000000002 118.05050000000001 13 14 514.39811750000013 60.451000000000001 15 10.380500000000003 16 6.9525000000000015 176.94686850000002 522.5150000000001 176.37682000000004 263.89280000000008 88.76400000000001 17
decision_type=2 9 2 9 2 1 2 9 1 2 2 2 2 2 2 1 9 2 2 2 1 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 1 2 2 9 2 2 2 2 1 9 2 2 1 2 9 2 2 2 2 2 2 1
left_child=3 2 4 7 12 6 -6 8 11 27 23 19 15 25 -15 57 -17 -8 -11 20 -1 35 28 41 37 -14 38 31 -23 -21 46 32 -9 34 -7 51 -37 45 47 -35 60 42 44 -44 -5 53 50 48 -12 -49 -25 -10 -33 55 -55 -3 -43 -2 -29 -40 61 -28 -58
right_child=1 24 -4 10 5 33 17 9 21 18 26 -13 13 14 -16 16 -18 -19 -20 29 -22 22 -24 30 -26 -27 40 58 -30 -31 -32 52 -34 39 -36 36 -38 -39 59 -41 -42 56 43 -45 -46 -47 -48 49 -50 -51 -52 -53 -54 54 -56 -57 62 -59 -60 -61 -62 -63 -64
leaf_value=1.2175919331027114 0.35912723138928415 0.55116296444821544 4.1831287659066065 0.19876802423032555 4.1900797876715661 0.8217176564763754 1.0765632935932705 0.16475913656543761 0.12945831574346703 0.57270345385997523 0.08307450813069002 1.9748729958072786 0.9972574423472087 3.4351885532197497 1.2215172014995055 0.24149181645437584 1.107371077956866 2.6288748200237753 2.6462422628402709 0.21959967845016057 0.35502408150622722 0.15340632667728499 2.0804419227441153 -0.028004403284623877 1.4139154972076415 -0.26629381343296599 0.29358124386774348 1.3290051805973053 1.3506180245081583 1.181652082752537 1.0508456186814743 0.027699952668598427 1.0683269751699347 -0.35473248124122619 2.2911690101623536 0.32472526133060459 1.6753117747928787 1.2802939245700835 -0.017042529656695588 0.76870533746221792 1.3587339826141085 -0.025098391894945785 3.0244120888710024 0.14264174769604634 0.010365932361601098 1.1373868476776849 0.94070728632807732 0.48777655496104411 0.98636070614275728 0.071609738832887487 -0.059128299824991515 -0.58777678040897141 0.391146451490266 -0.0065900521407623947 0.46844782897731763 0.16437085091740219 0.13063836208643528 -0.047602307312190534 0.5544506344795227 0.62064156913757329 0.0813583388251643 0.9426642870120705 -0.0080892722908803665
leaf_weight=174 80 117 28 915 32 156 70 1881 1139 31 1881 31 75 21 44 141 189 32 20 306 180 102 24 32138 25 35 73 24 30 37 22 3755 38 33 20 78 23 20 2176 46 28 9465 20 167 2607 21 20 250 23 194 41106 34 126 701 91 445 885 184 40 20 62 40 721
leaf_count=174 80 117 28 915 32 156 70 1881 1139 31 1881 31 75 21 44 141 189 32 20 306 180 102 24 32138 25 35 73 24 30 37 22 3755 38 33 20 78 23 20 2176 46 28 9465 20 167 2607 21 20 250 23 194 41106 34 126 701 91 445 885 184 40 20 62 40 721
internal_value=0 0.515793 0.900102 -0.0132146 0.828493 1.26281 2.03865 0.171918 0.351041 0.106086 -0.0293331 0.628227 0.608795 1.09348 1.9367 0.465999 0.755389 1.56356 1.38586 0.577346 0.823422 0.206546 0.680106 -0.0354362 0.187157 0.595218 0.0838287 0.0951365 0.4255 0.323378 -0.0448793 0.0868631 0.181705 0.745908 0.988701 0.15018 0.632285 0.166514 0.0650766 0.299421 0.50358 0.0114097 0.0794024 0.450852 0.0599058 0.150313 -0.0452144 0.135869 0.0939861 0.318537 -0.0454837 0.108669 0.039398 0.135004 0.0473929 0.253123 -0.0114203 0.0728882 0.844909 -0.0111839 0.366756 0.523345 0.0691208
internal_weight=0 2606 1186 100886 1158 389 134 8073 2158 5915 92813 728 769 175 65 594 330 102 51 697 354 1430 156 88066 1420 110 4747 5864 132 343 73286 5800 1919 255 176 1274 101 1395 4544 79 203 14780 3709 187 3522 1375 73264 2348 1904 444 73244 1173 3881 1354 792 562 11071 264 64 2196 175 113 1606
internal_count=103492 2606 1186 100886 1158 389 134 8073 2158 5915 92813 728 769 175 65 594 330 102 51 697 354 1430 156 88066 1420 110 4747 5864 132 343 73286 5800 1919 255 176 1274 101 1395 4544 79 203 14780 3709 187 3522 1375 73264 2348 1904 444 73244 1173 3881 1354 792 562 11071 264 64 2196 175 113 1606
cat_boundaries=0 4 9 10 15 16 17 21 22 28 29 35 36 42 43 49 50 55 56
cat_threshold=1097732 0 268501544 33554432 1081344 536887296 4608 41058602 524320 2608 32768 536870912 4096 131072 32 1098 2968 1048576 0 512 33554432 72 1946174336 4358306 524664 201339392 1610637328 1056 531 111166088 2149581344 8454186 64 268443652 4096 1281 1073741824 4227202 524544 67121152 8192 1024 2914 44827652 2424569880 270565382 67584 343935052 12552 1322 8388608 16896 64 32768 4 62
is_linear=0
shrinkage=0.01


Tree=76
num_leaves=64
num_cat=16
split_feature=0 2 25 6 25 2 2 12 11 14 5 6 4 24 5 4 0 9 15 4 8 2 24 2 8 25 6 12 5 0 0 2 25 24 8 11 10 25 25 2 24 9 5 5 24 0 24 0 5 19 6 14 5 25 24 0 0 0 25 10 7 5 24
split_gain=6.9698e+06 4.73386e+06 2.95213e+06 2.32463e+06 1.51878e+06 1.01574e+06 1.62886e+06 1.2717e+06 961984 1.36865e+06 770648 1.69695e+06 641900 658079 635042 628217 601000 526737 501674 413376 397099 393849 452320 495818 388476 387048 432467 381686 350077 365854 339521 396980 326884 463209 442901 312854 304816 302327 277846 272665 267857 252945 244997 231368 219350 268484 210513 1.14149e+06 248125 196548 195336 190121 161284 137600 126804 107851 234837 79707.4 39567.4 43509.4 38666.5 9685.87 5235.64
threshold=131.25500000000002 472.9221300000001 0 606.07650000000001 1 52.029000000000003 55.44250000000001 77.902470000000008 24.228750000000005 4.4150000000000009 616.44275000000005 29.794374999999999 184.12550000000002 2 302.32450000000006 483.06600000000009 26.705000000000002 523.54700000000014 166.33925000000002 1085.2750000000003 401.69424000000004 130.34875000000002 3 383.96180000000004 5.008 4 68.153000000000006 375.28000000000003 421.77600000000007 297.71250000000003 285.35875000000004 152.38780000000003 5 6 678.89998000000014 452.44500000000005 1098.7459000000001 7 8 160.50600000000003 9 19.579500000000007 302.32450000000006 45.051000000000009 10 42.606994000000007 11 29.239750000000004 166.07175000000004 739.20000000000016 173.40750000000003 181.20240000000004 148.89700000000005 12 13 273.37500000000006 252.70150000000004 335.27750000000009 14 75.395000000000024 73.591000000000022 1083.8250000000003 15
decision_type=2 2 9 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 9 1 2 2 2 9 9 2 1 2 2 2 1 2 1 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 1
left_child=2 4 5 18 12 10 -7 44 43 -10 19 61 13 24 30 -16 21 35 20 32 28 36 23 41 39 26 -24 37 29 -3 60 -32 34 -34 -1 40 38 46 54 -2 42 -23 -6 -9 45 -8 47 -18 -48 -40 -46 -27 -26 -42 -4 56 -15 -57 59 -39 -14 -12 -60
right_child=1 3 16 -5 17 6 7 8 9 -11 11 -13 14 55 15 -17 27 -19 -20 -21 -22 22 25 -25 52 51 -28 -29 -30 -31 31 -33 33 -35 -36 -37 -38 58 49 -41 53 -43 -44 -45 50 -47 48 -49 -50 -51 -52 -53 -54 -55 -56 57 -58 -59 62 -61 -62 -63 -64
leaf_value=0.047577921758410018 0.93586428747457617 0.4751303688685099 0.044609628011441894 5.3621250877380371 0.27437658610830473 2.4228614858301674 0.3051604762030003 -0.067789169658314108 3.9993501450465279 0.83967754627096247 0.32374444007873537 3.632793538093567 0.48327619571685793 0.23613815767551535 3.1174711498521988 0.98689088706970207 2.5607679895732711 1.7495509451085871 3.1449528921218146 1.3766066815302924 2.7558514530658722 0.14399376435066338 0.37036214480680579 2.0399864280700681 0.6025363576210151 -0.028916208934396788 2.0047181038856507 1.4279648237001328 0.028941092193126679 1.9508340678896223 1.83023510709722 0.17644599522863114 0.31613894850197843 0.063372648281861135 1.5393769369125365 1.4036121404738655 1.0252896542019314 0.0068567625196223171 -0.044814033837877021 1.858768015437656 0.20064256241996281 1.4017814243549394 1.1964999449650446 1.2749194471041363 -0.039955219555842247 0.99321251503445884 0.096733502851973893 0.20652695587127079 0.64931277417001265 0.94664975738525392 0.58439594411849971 0.8754599114259084 -0.28832381090810222 -0.067461541932507571 -0.020841615472694603 -0.40925288772583013 1.3734685979570662 0.15228616545488546 -0.0151441098430327 0.37701912408525295 -0.091548037312247532 0.047354238600957964 -0.085712835481479052
leaf_weight=4042 289 24 5160 20 728 41 403 33 26 29 32 20 25 134 31 25 23 22 21 26 20 67 85 25 59 739 20 21 20 56 47 21 1503 1426 20 21 27 841 75149 36 312 21 30 21 304 66 2492 197 84 20 60 24 31 465 6916 35 21 91 144 33 22 21 725
leaf_count=4042 289 24 5160 20 728 41 403 33 26 29 32 20 25 134 31 25 23 22 21 26 20 67 85 25 59 739 20 21 20 56 47 21 1503 1426 20 21 27 841 75149 36 312 21 30 21 304 66 2492 197 84 20 60 24 31 465 6916 35 21 91 144 33 22 21 725
internal_value=0 0.510714 -0.0130801 2.17163 0.401345 0.170219 0.471675 0.386751 1.40248 2.33334 0.128663 1.15082 0.735598 0.609212 1.29303 2.16632 -0.0290389 0.211694 1.71908 0.118029 1.46955 -0.0348263 0.164426 0.732396 0.856452 0.0811129 0.622393 0.0829057 1.21229 1.50812 0.867776 1.31951 0.113348 0.193713 0.0547882 0.191311 -0.0370661 0.0766827 -0.0373949 1.03809 0.174726 0.444148 0.306824 0.454375 0.25384 0.393594 0.140836 0.432972 0.114309 -0.0445443 0.0612764 -0.000463183 0.295685 0.0413757 0.00713907 0.206253 0.390228 -0.0036969 -0.0268813 0.0205975 0.21421 0.214231 -0.0743244
internal_weight=0 2606 100886 161 2445 8073 983 942 109 55 7090 73 867 696 171 56 92813 1578 141 7017 120 88253 981 113 415 868 105 4560 100 80 115 68 6991 2929 4062 1556 87272 4539 87245 325 1535 88 758 54 833 469 2796 220 2576 75169 364 763 90 777 12076 281 155 126 1743 874 47 53 869
internal_count=103492 2606 100886 161 2445 8073 983 942 109 55 7090 73 867 696 171 56 92813 1578 141 7017 120 88253 981 113 415 868 105 4560 100 80 115 68 6991 2929 4062 1556 87272 4539 87245 325 1535 88 758 54 833 469 2796 220 2576 75169 364 763 90 777 12076 281 155 126 1743 874 47 53 869
cat_boundaries=0 5 10 11 12 18 23 24 30 36 37 38 39 45 46 52 53
cat_threshold=1081344 536887296 4608 41058602 524320 8437764 0 268501544 0 64 1142 1025 16388 32 0 0 8208 4096 1048576 0 512 37781536 524288 1619 100992644 33554944 8454242 1024 268443652 12288 1879065472 4358146 524602 201339392 1619026000 1064 1842 377 1024 35979776 131124 0 33554432 8192 4352 1329 27787272 2097156 1344307200 67108928 0 256 1028
is_linear=0
shrinkage=0.01


Tree=77
num_leaves=64
num_cat=14
split_feature=0 2 16 25 25 2 2 12 11 14 1 4 24 4 26 9 3 0 3 2 6 4 0 0 2 24 25 2 1 1 25 3 12 14 11 10 3 0 8 24 2 26 6 0 25 3 25 9 1 24 25 2 0 25 0 0 2 24 26 25 3 3 8
split_gain=6.83123e+06 4.63963e+06 2.9144e+06 2.89352e+06 1.48851e+06 995497 1.59645e+06 1.2464e+06 942840 1.34142e+06 678958 629126 644983 566071 521166 516249 478809 580802 476507 474320 434698 862079 447223 433539 429663 417985 949720 437816 364247 352464 349492 336240 354671 331506 306624 301002 293953 281623 278203 262491 247769 246836 241474 236178 227407 223970 185377 182600 172092 141102 136251 129372 123691 118673 105704 230163 103161 99434 84975.4 47130.1 37282.9 27787 13764.6
threshold=131.25500000000002 472.9221300000001 229.44750000000002 0 1 52.029000000000003 55.44250000000001 77.902470000000008 24.228750000000005 4.4150000000000009 41.632000000000012 184.12550000000002 2 1085.2750000000003 2022.5000000000002 523.54700000000014 7.7340000000000009 507.82280000000009 335.00670000000008 1070.9310000000003 200.23362600000004 422.73350000000011 335.27750000000009 7.7340000000000009 180.86900000000003 3 4 29.306750000000005 198.54500000000004 75.142750000000007 5 335.00670000000008 209.81750000000002 678.01075000000003 452.44500000000005 236.58700000000002 205.81150000000002 78.99675000000002 490.81062000000003 6 218.51700000000002 2022.5000000000002 79.689000000000007 63.922000000000004 7 126.29875000000003 8 149.53189650000004 242.38250000000002 9 10 883.10000000000014 13.236540000000002 11 273.37500000000006 252.70150000000004 315.17050000000006 12 2022.5000000000002 13 78.36075000000001 180.91300000000004 12.070401500000001
decision_type=2 2 2 9 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 9 2 2 1 9 2 2 9 2 2 2 1 2 9 2 2 2
left_child=3 4 16 5 11 13 -7 29 56 -10 19 12 14 25 28 34 17 -3 41 30 22 -22 60 47 -16 26 38 -28 -2 51 49 32 42 43 39 -20 46 -31 -1 44 -38 -18 -25 -27 -6 -24 -32 50 62 59 57 -8 -51 -41 55 -14 -9 -12 -56 -5 -13 -52 -49
right_child=1 2 -4 10 15 6 7 8 9 -11 23 20 54 -15 24 -17 18 -19 35 -21 21 -23 45 31 -26 33 27 -29 -30 37 36 -33 -34 -35 -36 -37 40 -39 -40 53 -42 -43 -44 -45 -46 -47 -48 48 -50 52 61 -53 -54 -55 58 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.073154443587779408 0.98634154476985647 1.4878302633351295 5.7222792091369632 0.0046052807600432217 0.47992108854698018 2.398632886700514 0.16148843021984671 0.11460656383458305 3.9593566936254501 0.83128080450255304 0.23316983593585797 -0.0091966106210436133 0.23377678048254841 1.4544036388397217 0.27033996353143608 1.7320554355328732 1.2306887221336364 3.642539794228294 1.1867863888210721 1.1132958051893447 3.1664629983107249 0.80688801458105441 0.73679926438765098 0.15954706840657015 1.7951408004760743 0.034578385684779937 0.43786908270251024 1.9326143074035644 1.9931559707359836 0.72670855733948914 -0.029117179038564305 1.4644992900996103 1.4201569107055665 1.2520902310247006 1.3895760354541598 2.7830827097098036 0.18197019874841183 -0.28473969301208857 1.2584933111667633 0.22830146407905008 1.2397999795277914 -0.30429108836434104 0.62093378877454952 0.47959779345892306 0.12435290211873121 2.0317049310838478 -0.060704358317589517 0.032674007817454963 1.30004097870418 0.02040856144607274 -0.045850215603206713 -0.45668792247772216 0.13794932650193573 -0.039030502395438295 0.22124132361676957 1.3597338749113539 1.0197140331268311 0.030567895623563813 -0.30352827615208094 -0.060247051658815193 0.52210822734832762 0.2391339793205261 0.38254840590737083
leaf_weight=1985 196 29 20 1869 374 41 568 34 26 29 389 28 134 32 154 22 20 22 27 36 30 32 22 940 21 3918 969 20 44 197 37743 23 25 23 21 21 286 32 20 227 24 22 129 123 384 34 36729 23 21 8550 1523 36 1000 550 72 21 20 645 54 2801 25 35 22
leaf_count=1985 196 29 20 1869 374 41 568 34 26 29 389 28 134 32 154 22 20 22 27 36 30 32 22 940 21 3918 969 20 44 197 37743 23 25 23 21 21 286 32 20 227 24 22 129 123 384 34 36729 23 21 8550 1523 36 1000 550 72 21 20 645 54 2801 25 35 22
internal_value=0 0.505612 2.14991 -0.012949 0.397337 0.168521 0.466958 0.382883 1.38845 2.31001 -0.0287486 0.728242 0.60312 0.127382 0.847887 0.209585 1.64319 2.41731 1.20453 -0.0343208 1.2801 1.94862 0.899842 0.102603 0.453316 0.121365 0.210829 0.463411 1.17092 0.251302 -0.034785 0.267916 0.242759 0.0548028 0.189406 1.88517 -0.0434228 0.585371 0.0845565 0.172987 0.263867 0.426652 0.215224 0.0481239 0.303756 1.52299 -0.0447078 0.033132 0.552552 0.0106635 0.0199061 0.124643 0.0326823 0.0409789 0.20419 0.386326 0.449832 0.108292 -0.00365993 -0.0343379 0.241419 -0.0391965 0.203724
internal_weight=0 2606 161 100886 2445 8073 983 942 109 55 92813 867 696 7090 415 1578 141 51 90 89038 171 62 109 3775 175 7058 2994 989 240 833 89002 1117 1094 4064 1556 48 74782 229 2005 1535 310 42 1069 4041 758 56 74472 2658 66 14220 2592 604 9550 777 281 155 54 1034 126 4670 53 1558 45
internal_count=103492 2606 161 100886 2445 8073 983 942 109 55 92813 867 696 7090 415 1578 141 51 90 89038 171 62 109 3775 175 7058 2994 989 240 833 89002 1117 1094 4064 1556 48 74782 229 2005 1535 310 42 1069 4041 758 56 74472 2658 66 14220 2592 604 9550 777 281 155 54 1034 126 4670 53 1558 45
cat_boundaries=0 5 10 11 12 17 23 24 30 36 37 43 49 50 55
cat_threshold=1081344 536887296 4608 41058602 524320 8437764 0 268501544 0 64 1142 1107 1048576 16384 512 35684352 524288 1946174336 2151841826 524602 201339392 1610637328 1056 1842 1049600 16896 64 33587200 4 8448 44368900 277086732 278954052 67584 75499724 12552 2188 10503688 560 2162752 8192 8396868 4096 327680 131088 0 33554432 8192 4352 1616 1342194304 2147647488 258 8192 16
is_linear=0
shrinkage=0.01


Tree=78
num_leaves=53
num_cat=5
split_feature=2 11 2 1 1 5 6 14 7 10 5 7 10 3 24 8 1 15 2 4 24 12 8 3 2 7 7 24 4 3 4 2 6 3 24 2 1 4 7 1 7 6 14 24 6 3 3 26 5 8 5 4
split_gain=5.01713e+06 2.97375e+06 3.33692e+06 1.91827e+06 1.24502e+06 815669 1.88735e+06 776248 735088 571590 715236 550250 667203 549069 482175 429530 398190 514261 389399 300358 299099 267834 262142 254662 252917 236405 235394 232845 240208 230013 220878 214858 213777 447672 212931 398051 185758 181437 158201 141437 138858 129437 114514 66642.4 66216.6 55746.7 45473.8 43838.7 36121.5 8959.34 4801.67 305.711
threshold=114.45750000000002 242.583 883.10000000000014 126.06400000000002 469.21250000000003 616.44275000000005 264.52500000000003 455.5750000000001 421.77600000000007 255.92650000000003 152.88900000000004 1.0980000000000003 75.395000000000024 76.987500000000011 0 23.055000000000003 8.0935000000000006 307.15000000000003 198.78000000000003 1085.2750000000003 1 126.55000000000001 1117.4100000000001 44.856750000000012 472.9221300000001 64.584250000000011 39.465500000000013 2 393.90000000000003 126.29875000000003 130.27000000000001 54.609000000000002 123.18250000000002 161.04250000000002 3 1070.9310000000003 137.85750000000004 326.59750000000003 394.58800000000002 596.10500000000013 4.4150000000000009 11.217000000000001 257.16300000000007 4 173.40750000000003 472.9221300000001 70.38600000000001 2022.5000000000002 897.08550000000014 1468.3681000000001 897.08550000000014 1468.3681000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=3 4 11 5 8 13 29 9 16 14 41 12 -3 19 21 -10 34 20 -6 22 -18 26 31 38 39 27 -5 45 -29 47 43 -1 46 -34 35 -2 -25 -32 -16 -20 -26 -11 -35 -27 -36 -15 -13 50 -49 -24 -7 -21
right_child=1 2 -4 7 18 6 -8 -9 15 10 -12 32 -14 25 23 -17 17 -19 24 51 -22 -23 49 36 40 30 -28 28 -30 -31 37 -33 33 42 44 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=-0.024775975784011466 0.22227313814889407 0.87735392050309613 4.9024146414686136 0.42456112737883495 2.4111791090170542 -0.036920981884002682 3.5669049673080444 2.1283863735198976 2.0715697669982909 0.043141327434115945 2.7146380251929871 -0.058114850123723347 3.4009941859245298 -0.0067108992147891216 0.070892558754303114 0.52621597778958251 0.13601732306093689 1.8700097491343817 1.1968927305677663 0.71915460507075002 0.54526219057630121 1.6302809833057901 0.6085723563035329 1.2265628238824697 1.111605061643264 0.40134257088627734 1.3326031862151237 0.16109104846708874 1.082289824814632 1.2817800331115723 1.2494726835126462 0.093581950657157492 2.3683487641811372 1.0636084979513418 -0.0080504940649506404 1.4172422836566794 0.34051289108882843 0.30162295526928373 0.94708882377261205 0.20815664169115899 2.1458350790114631 1.1045460977554322 0.054449522712013934 0.050628341957926752 0.37007296333312989 -0.28054878828002183 0.5401288713349236 0.49488689740498865 0.073945373372828707 0.89140471322195869 -0.25604808902740478 0.76820618806061913
leaf_weight=94724 719 22 27 361 24 20 20 23 35 27 21 24 20 796 1100 37 326 24 23 24 459 22 24 26 34 104 31 1183 29 20 46 1559 20 23 628 29 263 36 21 39 21 20 22 126 50 82 27 36 47 21 20 27
leaf_count=94724 719 22 27 361 24 20 20 23 35 27 21 24 20 796 1100 37 326 24 23 24 459 22 24 26 34 104 31 1183 29 20 46 1559 20 23 628 29 263 36 21 39 21 20 22 126 50 82 27 36 47 21 20 27
internal_value=0 0.431038 1.65353 -0.0111412 0.338652 -0.0172084 0.689605 0.302337 0.282899 0.280139 1.18034 1.09834 2.07909 -0.0183747 0.246579 1.27743 0.25086 0.428072 1.25087 -0.0220967 0.383987 0.543499 -0.0225029 0.154448 1.01285 0.130967 0.496371 0.0926365 0.181634 0.287186 0.387733 -0.0228595 0.743246 1.12351 0.150324 0.265059 0.420227 0.833344 0.0873066 0.574946 1.50649 0.494803 0.570242 0.228863 0.0195464 -0.0319222 0.258602 0.125463 0.256522 0.740561 -0.146485 0.745123
internal_weight=0 2633 185 100859 2448 98944 163 1915 2307 1892 68 158 42 98781 1824 72 2235 809 141 96379 785 414 96328 1410 117 2402 392 2090 1212 143 312 96283 116 65 1426 748 289 82 1121 62 55 47 45 230 678 878 51 123 83 45 40 51
internal_count=103492 2633 185 100859 2448 98944 163 1915 2307 1892 68 158 42 98781 1824 72 2235 809 141 96379 785 414 96328 1410 117 2402 392 2090 1212 143 312 96283 116 65 1426 748 289 82 1121 62 55 47 45 230 678 878 51 123 83 45 40 51
cat_boundaries=0 1 2 3 4 5
cat_threshold=22 3233 1417 1841 1297
is_linear=0
shrinkage=0.01


Tree=79
num_leaves=60
num_cat=8
split_feature=25 2 16 1 10 1 5 25 1 7 2 2 4 2 7 3 7 7 10 25 9 3 5 25 1 10 2 9 5 14 2 6 5 2 11 5 1 26 4 6 25 6 14 25 3 25 15 13 3 2 4 3 11 4 1 2 25 11 2
split_gain=6.00229e+06 4.02785e+06 6.11686e+06 1.55343e+06 1.27711e+06 1.13718e+06 1.25497e+06 1.01616e+06 975033 930778 879373 3.78592e+06 685251 573776 673289 540807 513739 490956 598583 482717 480321 456860 1.33039e+06 451476 409800 319569 314693 314621 289022 405718 268964 259140 256241 328024 308705 230269 335561 209241 205083 195414 188520 178820 171078 165219 470068 161325 155894 147371 181975 145179 117113 100104 87054.7 64895.7 54806 53632.7 48554.4 46744.9 40878.1
threshold=0 472.9221300000001 276.75750000000005 252.70150000000004 255.92650000000003 233.37814 343.26000000000005 1 41.632000000000012 200.20362600000004 54.609000000000002 63.252850000000002 547.82000000000005 218.51700000000002 276.983 670.0675 4.4150000000000009 53.335500000000003 78.450000000000003 2 384.29599999999999 53.105500000000006 421.77600000000007 3 469.21250000000003 901.21050000000014 658.86750000000018 166.71600000000004 421.77600000000007 108.45600000000002 46.416000000000004 104.02000000000001 302.32450000000006 1070.9310000000003 137.55900000000003 180.91300000000004 661.33164000000011 2022.5000000000002 137.69150000000005 207.31054000000003 4 303.53610000000003 808.55215250000015 5 78.36075000000001 6 566.68875000000014 108.94300000000001 119.66617500000002 284.91500000000008 81.524400000000014 33.984000000000009 55.097000000000008 891.77550000000008 11.349000000000002 883.10000000000014 7 132.52250000000001 542.8678000000001
decision_type=9 2 2 2 2 2 2 9 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 2 9 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=1 3 5 7 24 17 16 10 13 -6 21 -12 37 23 32 19 -7 26 -19 35 40 30 -23 25 27 42 58 49 29 -26 -1 -13 33 34 -15 36 52 39 45 -9 41 -21 50 44 -40 51 -39 48 -37 -5 -2 -25 -10 -14 -45 -28 -47 -42 -3
right_child=8 2 -4 4 9 6 -8 12 15 -11 11 31 53 14 -16 -17 -18 18 -20 20 -22 22 -24 38 28 -27 55 -29 -30 -31 -32 -33 -34 -35 -36 47 -38 46 43 -41 57 -43 -44 54 -46 56 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60
leaf_value=0.22859419816450655 0.0066703884600566969 1.0264208135933712 6.6243414697192966 0.092915551906976951 3.6330175468444827 2.1116539502143858 0.52795984180350053 0.1407039290760583 0.18264228826636836 0.90424105148315437 5.0354858903884887 0.41758039747184017 0.90414428486543541 0.034143271297216414 2.0227904637293386 1.7664976310729981 4.1245654078892304 2.603654825037176 0.24331044696626208 0.093568950754411961 1.372596341294271 0.44341864432091321 3.0169708026539195 -0.027983442388544884 0.8674252650090627 1.2775189542770387 0.050398068861527881 1.3407883413021382 -0.21308326721191406 2.3708972187042234 -0.71168539016477528 1.0744430461487213 1.2855835129997948 1.0809698476018132 1.3084733190536499 0.23145411623848808 1.3610476684570312 0.022791716378827664 0.17844581960083603 0.65854772669474293 -0.065964743833822809 1.0225556487128848 0.85645189841588332 0.028741014737908435 1.8076334663059401 -0.042831691305131918 0.84964380595995037 1.464190762837728 1.1777273040612539 0.98753555870056153 0.1477085024216136 0.062798652320727413 0.45982457477276717 1.5833115625381471 0.48764013324465072 -0.50772641287909615 -0.063536133986142773 0.40976268677484423 0.49074134952122611
leaf_weight=1630 16901 29 21 195 25 32 38 2568 1051 25 20 273 34 384 22 20 21 22 21 1556 27 231 22 24144 175 20 33 26 21 20 31 77 22 37 20 63 26 2649 77 75 1256 21 24 369 23 19972 23 21 30 20 610 1279 127 24 28 36 26896 21 28
leaf_count=1630 16901 29 21 195 25 32 38 2568 1051 25 20 273 34 384 22 20 21 22 21 1556 27 231 22 24144 175 20 33 26 21 20 31 77 22 37 20 63 26 2649 77 75 1256 21 24 369 23 19972 23 21 30 20 610 1279 127 24 28 36 26896 21 28
internal_value=0 0.255436 1.4329 0.215222 0.75129 1.01359 1.91485 0.179727 -0.0226021 2.26863 0.356055 0.803895 0.103915 -0.0295074 0.313527 0.126005 2.90922 0.528295 1.45093 0.118191 0.0449258 0.271342 0.667206 -0.031349 0.585279 0.0141727 0.213428 0.301783 0.901586 1.02163 0.211045 0.56209 0.232309 0.179765 0.0972289 0.275906 0.237327 0.0923115 -0.042324 0.155399 0.0325229 0.105272 0.0127398 0.160111 0.502872 -0.0437216 0.0299091 0.707556 0.536704 0.176136 0.0115835 -0.0234071 0.212525 1.18518 0.0596053 -0.240797 -0.0547243 -0.0576897 0.76328
internal_weight=0 8445 281 8164 507 260 91 7657 95047 50 2284 370 5373 90828 485 4219 53 169 43 4199 2881 1914 253 90343 457 17555 126 241 216 195 1661 350 463 441 404 1318 1204 5315 72788 2643 2854 1577 17535 497 100 72291 2672 114 93 215 17511 25423 1178 58 397 69 46868 1277 57
internal_count=103492 8445 281 8164 507 260 91 7657 95047 50 2284 370 5373 90828 485 4219 53 169 43 4199 2881 1914 253 90343 457 17555 126 241 216 195 1661 350 463 441 404 1318 1204 5315 72788 2643 2854 1577 17535 497 100 72291 2672 114 93 215 17511 25423 1178 58 397 69 46868 1277 57
cat_boundaries=0 5 10 16 22 28 33 39 45
cat_threshold=1081344 536887296 4608 36831234 32 32768 536870912 4096 131072 32 512 16 65640 0 268443712 4096 335561600 2151841792 298 205566248 1611161616 1312 111477900 512 270532610 9216 8388612 8192 1024 512 8388608 0 4 1619330052 276824618 269025488 68096 8388676 12296 2183661584 36962324 564166660 8389700 2483062921 17
is_linear=0
shrinkage=0.01


Tree=80
num_leaves=55
num_cat=5
split_feature=0 2 6 4 1 1 2 14 6 9 12 17 10 5 6 6 4 2 24 12 0 2 26 3 4 8 24 2 24 2 24 6 9 10 0 0 3 8 0 6 0 10 4 2 1 24 4 0 5 0 5 2 26 8
split_gain=6.33956e+06 4.35389e+06 2.4419e+06 2.30977e+06 1.9704e+06 1.4169e+06 1.03202e+06 1.02444e+06 842968 672204 836329 655608 600346 498394 1.95217e+06 455827 425679 422937 559873 620295 417242 694009 350606 331923 365207 287556 273256 270520 876518 1.79304e+06 284266 343789 265693 496254 249842 249310 236355 234273 169060 158942 157198 148546 148079 140923 125860 118614 118064 83265.7 47777.6 38966.2 27568 24157.4 8475.75 3436.6
threshold=131.25500000000002 883.10000000000014 27.203999999999997 371.41875000000005 122.82375000000002 596.10500000000013 50.853000000000009 564.6037500000001 235.90250000000003 120.49750000000002 209.81750000000002 162.41875000000002 362.00600000000003 616.44275000000005 152.16750000000005 665.85000000000014 208.21944900000003 180.86900000000003 0 53.387500000000003 6.9525000000000015 126.32675000000002 2022.5000000000002 80.03670000000001 229.75969200000003 1117.4100000000001 1 55.44250000000001 2 54.609000000000002 3 165.29860000000002 191.37774500000003 10.380500000000003 1077.3535000000002 14.955000000000002 82.242500000000007 141.18560000000005 316.39255000000009 200.23362600000004 252.70150000000004 177.46054150000003 147.65000000000003 252.70150000000004 5.6990000000000007 4 108.75750000000001 3.7980000000000005 6.5747500000000008 297.71250000000003 1083.8250000000003 52.962600000000009 2022.5000000000002 1468.3681000000001
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 1 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
left_child=4 3 -3 5 6 17 13 9 36 15 32 12 22 25 50 23 27 26 19 -19 43 -22 38 45 -25 35 37 28 29 -8 47 -32 33 -11 -28 42 49 -2 -5 -20 -24 -34 -1 44 -18 -6 -37 -29 -45 -7 52 -30 -15 -27
right_child=1 2 -4 11 7 8 16 -9 -10 10 -12 -13 -14 14 -16 -17 20 18 39 -21 21 -23 40 24 -26 53 34 30 51 -31 31 -33 41 -35 -36 46 -38 -39 -40 -41 -42 -43 -44 48 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55
leaf_value=-0.03129197512482023 0.014423948523148922 1.5636702326365881 6.1386621828079226 0.86099570447748364 0.26676114188463546 0.97331311702728274 0.43032516121864317 2.5530085536390543 3.4012909011840824 2.1874931179046633 2.5952056630452471 3.2604481916427615 2.7808537916342422 0.056796452658517023 3.4640301876068116 1.6830543636140369 0.88342296526982245 0.87818730023032743 0.01098851370361616 2.648533139038086 0.047248083114624022 2.5250107557956989 1.1207846721649171 0.36362897086008028 1.3712612993772642 0.66570896235379307 0.30448469817319768 -0.058124657746192278 0.025967717788837576 3.3097593227454594 0.14871767246437392 0.76087822407791295 0.092346893790401993 0.1281924650885842 0.96343172327677407 0.026053389365559225 1.8904541430266009 0.73586147405663316 1.9431131172180176 0.81512637175619607 0.088577965365515821 0.89120359969861584 0.095831903653062447 0.17544721058436805 0.041884595155715944 0.076221064290131202 0.27040521452386007 0.11287027969918959 -0.46449209547042847 0.38111744537353515 -0.12333277058601379 -0.24329633248948504 0.27188372036196151 0.8370778518676758
leaf_weight=87493 553 28 20 22 502 20 95 20 20 25 24 20 24 28 20 21 52 95 106 25 20 26 25 220 43 22 1403 1001 54 28 1692 97 79 22 60 6440 23 49 42 32 36 33 926 28 27 983 204 398 20 25 40 87 53 25
leaf_count=87493 553 28 20 22 502 20 95 20 20 25 24 20 24 28 20 21 52 95 106 25 20 26 25 220 43 22 1403 1001 54 28 1692 97 79 22 60 6440 23 49 42 32 36 33 926 28 27 983 204 398 20 25 40 87 53 25
internal_value=0 0.485802 3.46992 0.430284 -0.0117091 0.351067 -0.0179515 0.301285 1.5966 0.278214 0.855178 1.56042 1.33223 -0.024254 0.56984 0.218528 0.147656 0.303884 0.68562 1.15109 0.631716 1.44772 1.05409 0.200934 0.528375 -0.0251348 0.25619 0.123396 0.431021 1.00417 0.0979219 0.180898 0.592533 1.22357 0.329259 -0.0255214 1.0658 0.0719504 1.57114 0.184114 0.511614 0.327724 -0.0299606 0.336154 0.595809 0.142942 0.0335561 -0.00941122 -0.0911942 0.644316 0.0914614 -0.130891 0.197533 0.756863
internal_weight=0 2628 48 2580 100848 2411 98876 1972 88 1952 183 169 149 95251 141 1769 3625 2323 258 120 173 46 125 1748 263 95110 2065 3452 264 123 3188 1789 159 47 1463 95063 68 602 64 138 61 112 88419 127 79 1485 6644 1399 48 45 121 141 81 47
internal_count=103476 2628 48 2580 100848 2411 98876 1972 88 1952 183 169 149 95251 141 1769 3625 2323 258 120 173 46 125 1748 263 95110 2065 3452 264 123 3188 1789 159 47 1463 95063 68 602 64 138 61 112 88419 127 79 1485 6644 1399 48 45 121 141 81 47
cat_boundaries=0 1 2 3 4 5
cat_threshold=824 649 238 2220 30
is_linear=0
shrinkage=0.01


Tree=81
num_leaves=63
num_cat=15
split_feature=25 6 11 1 0 0 0 2 3 0 0 2 2 2 25 12 3 25 24 9 25 12 1 6 3 2 1 10 24 25 24 1 8 9 4 24 10 25 5 0 24 2 2 19 5 9 24 1 25 2 2 13 6 2 0 0 10 3 25 4 3 25
split_gain=6.26119e+06 4.09607e+06 4.9183e+06 2.06739e+06 1.89164e+06 1.47916e+06 1.28834e+06 1.27527e+06 943015 891242 728141 708978 678933 2.53876e+06 529750 470294 659942 488297 419995 724790 511936 410326 385174 509995 327936 302566 338408 283544 260871 282761 232697 215140 431371 305630 214855 233399 199417 168440 154743 146095 158839 139448 168762 138743 133389 126272 119613 166970 116972 111959 144663 93754.9 57977.5 46705.9 59625.3 42925.1 35517.5 33572.6 32454.8 69115.9 22701.4 8105.47
threshold=0 243.82689999999999 675.38900000000001 205.14500000000004 6.6497500000000009 80.731500000000025 43.395400000000002 883.10000000000014 315.53370000000007 1077.3535000000002 384.83520000000004 233.37814 52.029000000000003 55.44250000000001 1 293.99733550000002 16.325500000000002 2 3 384.29599999999999 4 77.902470000000008 43.933 543.52500000000009 272.24748000000005 364.96250000000003 5.0070000000000006 400.0485000000001 5 6 7 106.765 157.50375000000003 149.53189650000004 422.73350000000011 8 86.604000000000028 9 28.532785500000003 14.658000000000003 10 218.51700000000002 47.412500000000001 523.93700000000013 26.419632000000004 11.831450000000002 11 65.579000000000022 12 883.10000000000014 472.9221300000001 287.90852000000007 303.53610000000003 261.97000000000008 316.39255000000009 55.790000000000013 556.40500000000009 75.305437500000011 13 208.21944900000003 11.555000000000001 14
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 1 2 9 2 2 2 2 2 2 2 1 9 1 2 2 2 2 1 2 9 2 2 1 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 9 2 2 9
left_child=1 3 4 9 22 14 -6 18 10 12 -8 -10 28 -14 25 17 -17 24 36 20 -20 -15 30 -24 34 31 49 37 51 -30 45 39 33 -33 35 -7 55 43 56 48 -41 42 -26 44 -16 -3 47 57 -2 50 -27 -1 -32 54 -48 -5 -29 -19 59 -39 -28 -60
right_child=5 2 -4 7 6 15 8 -9 11 -11 -12 -13 13 21 27 16 -18 46 19 -21 -22 -23 23 -25 41 26 60 38 29 -31 52 32 -34 -35 -36 -37 -38 58 -40 40 -42 -43 -44 -45 -46 -47 53 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 61 -61 -62 -63
leaf_value=-0.0055827433196915799 0.039188971088448481 0.71543133270891401 5.7596414236588904 -0.018443736865602692 3.9297702451185748 0.067907274886139748 0.20627835952573353 2.976341220855713 0.91152103507000459 1.6477873389720918 1.8064481493259998 3.0866757512647052 2.9725544212959911 0.21656440028424226 -0.03165577653818373 2.5238848559061684 0.21252482577164969 0.18772891872361594 1.1094255335172829 2.4610150939941406 0.38204480184876366 0.86696546914072725 0.28107384708949495 2.1300316583193264 1.2134484899576221 1.2714837115743887 -0.35119329392910004 0.50364188606674609 0.082720268641394701 0.2328820773117225 0.24263584931691487 0.083844541932011504 1.346667706889491 1.1369179912271172 1.3085465397834779 0.35198099081928191 0.94461238932609559 -0.046501945971872002 1.3023467514514924 0.36351012842699804 0.057488041950728236 1.6864719893932343 0.043056460077112377 0.80623415994644165 0.056714562533129204 -0.099999168586730969 -0.065693886021553655 1.0999972965866327 -0.018938229274146418 1.5447468957034025 0.19224551041920979 0.53294624039621064 -0.317761182308197 -0.50992778396606453 0.14831614127303616 -0.51413410081863409 0.036237262528518152 -0.21529114515885062 -0.057986831060261909 0.49056268533070885 0.08375337084134421 -0.070439327144379296
leaf_weight=1587 4801 79 22 58 22 441 72 25 23 40 47 43 37 769 31809 21 30 204 186 25 269 111 35 26 28 23 24 37 2791 2328 24 555 31 29 20 945 20 15172 20 177 2004 20 22 20 1805 25 617 20 12337 22 27 33 80 20 165 25 29 23 10862 24 24 12266
leaf_count=1587 4801 79 22 58 22 441 72 25 23 40 47 43 37 769 31809 21 30 204 186 25 269 111 35 26 28 23 24 37 2791 2328 24 555 31 29 20 945 20 15172 20 177 2004 20 22 20 1805 25 617 20 12337 22 27 33 80 20 165 25 29 23 10862 24 24 12266
internal_value=0 0.255875 1.13706 0.203337 0.923407 -0.022811 1.64204 0.764706 1.36998 0.158988 0.838278 2.32867 0.15121 0.406495 -0.029424 0.213531 1.16426 0.194328 0.669867 0.786864 0.712171 0.298604 0.370408 1.06915 0.310627 0.0160345 0.516672 -0.0420742 0.116472 0.151331 0.165488 0.0130288 0.197156 0.136138 0.279473 0.264623 0.0439749 -0.0427658 0.531774 0.0071673 0.0842537 0.980761 0.698476 -0.0264072 -0.0269105 0.473852 0.027465 0.21535 -0.00264279 0.950266 0.688695 0.00535424 -0.171909 -0.0323393 -0.0205383 -0.167748 0.298267 0.146894 -0.0571007 -0.0456237 -0.13372 -0.0646186
internal_weight=0 8802 498 8304 476 94674 207 608 185 7696 119 66 7656 917 92098 2576 51 2525 583 480 455 880 269 61 1476 20054 120 72044 6739 5119 208 19934 615 584 1406 1386 103 71958 86 19319 2181 70 50 33634 33614 104 1049 247 17138 72 50 1620 104 802 782 83 66 227 38324 15196 48 23128
internal_count=103476 8802 498 8304 476 94674 207 608 185 7696 119 66 7656 917 92098 2576 51 2525 583 480 455 880 269 61 1476 20054 120 72044 6739 5119 208 19934 615 584 1406 1386 103 71958 86 19319 2181 70 50 33634 33614 104 1049 247 17138 72 50 1620 104 802 782 83 66 227 38324 15196 48 23128
cat_boundaries=0 5 11 17 18 19 20 24 25 26 32 33 34 40 46 52
cat_threshold=1074823168 536887296 4608 36831490 32 67127168 2147647648 426 201437728 1611161620 1024 42025476 528 276889696 0 8196 12544 2176 32768 416 0 16384 4608 35651586 3618 2209 849674244 272630290 287932500 268435456 343934018 12544 1024 290 768 163840 130 201424928 1611137040 1024 524296 36700173 142737409 2172649541 2164362121 27 2168467507 17315136 8192 263184 34607104 640
is_linear=0
shrinkage=0.01


Tree=82
num_leaves=64
num_cat=17
split_feature=25 6 16 1 1 0 3 0 0 12 7 25 24 6 11 26 26 25 12 3 25 26 0 6 24 0 4 3 26 10 7 24 24 4 1 4 24 3 1 4 14 1 8 20 24 25 26 25 8 24 1 25 11 10 26 6 24 25 13 3 4 6 25
split_gain=6.13747e+06 4.01437e+06 4.87189e+06 2.02788e+06 1.46422e+06 1.44992e+06 915092 873501 830922 786337 642743 614222 547138 567714 546336 781841 513474 509592 460919 646809 478676 443594 413232 811333 353784 324218 321990 321383 315682 307557 279366 261969 236617 222833 214513 210567 228789 200830 193619 186432 169829 167910 182485 165930 154545 183072 147921 147480 123271 117233 163647 116956 116374 125241 107749 99687.6 95643.7 147639 246854 75538.7 73054 69133.7 64063
threshold=0 243.82689999999999 352.21000000000004 205.14500000000004 41.632000000000012 80.731500000000025 297.47500000000008 1077.3535000000002 193.54350000000002 239.70000000000002 448.18200000000007 1 2 52.247500000000009 190.60000000000002 2022.5000000000002 2022.5000000000002 3 293.99733550000002 16.325500000000002 4 2022.5000000000002 22.151894000000002 606.07650000000001 5 252.70150000000004 326.59750000000003 272.24748000000005 2022.5000000000002 400.0485000000001 194.48100000000002 6 7 547.82000000000005 884.13250000000005 422.73350000000011 8 180.91300000000004 511.45025000000004 156.17100000000002 808.55215250000015 16.910250000000001 239.43773250000004 18.195500000000003 9 10 2022.5000000000002 11 61.920000000000009 12 65.579000000000022 13 6.4785000000000013 556.40500000000009 2022.5000000000002 360.15000000000003 14 15 180.91300000000004 143.79350000000002 68.226000000000013 303.53610000000003 16
decision_type=9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 9 2 2 2 1 2 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 2 2 2 1 9 2 9 2 1 2 9 2 2 2 2 1 9 2 2 2 2 9
left_child=1 3 4 7 22 17 14 11 26 16 30 12 28 -14 15 -6 38 41 20 -20 27 -9 32 55 25 -13 31 35 -1 39 -8 51 -3 -26 -33 36 -7 -18 -10 40 47 56 44 48 -43 -46 -31 -19 -41 50 -22 -5 53 -48 -29 -24 57 58 -2 62 -61 -34 -58
right_child=5 2 -4 8 6 18 10 21 9 -11 -12 24 13 -15 -16 -17 37 29 19 -21 49 -23 23 -25 33 -27 -28 54 -30 46 -32 34 61 -35 -36 -37 -38 -39 -40 43 -42 42 -44 -45 45 -47 52 -49 -50 -51 -52 -53 -54 -55 -56 -57 59 -59 -60 60 -62 -63 -64
leaf_value=0.68614341903207443 0.076816236186219897 0.47559695332451207 4.7795604339767905 0.39654531709915769 1.7799877956586008 0.067243258236781456 2.453297017138937 0.57822625732421873 1.1140247604121332 3.2166600151062013 1.070581004733131 0.30674172058128396 0.10697939273150851 0.72169634222629531 2.2438866926883829 -0.044806113505767568 -0.076563081999082822 -0.027419120320242688 2.4986460004534043 0.21039958055814109 0.14542534017352807 2.6843928225040434 -0.13691168091513894 2.7557882080078127 0.057425236409759217 1.6102094750404359 1.4636715179331163 1.3632892737388611 0.29312777768896553 -0.092826999517587508 4.0693011360168461 0.85908120633884411 0.25961485977172855 0.83647442895012936 -0.14942522466182709 1.295461088180542 0.3484980353554662 1.1671932830810547 2.0366152398851183 0.063412219295602534 0.87838621711730958 -0.028678412770632634 0.83414750980608388 1.0489403581619263 0.19220590477429647 -0.090224085137560653 1.6914905800819398 -0.056057360039218136 0.62674157608387082 -0.03201591722878256 1.0889973579645156 -0.067519327661265505 0.25112324635187788 0.57237837886810305 0.57861666747501928 0.77771352181067843 -0.045345734432465729 -0.0026957182605899643 1.0745687522888185 0.2955718003981041 -0.25873332977294922 -0.34562779686667705 0.013647946497761529
leaf_weight=427 3050 103 34 103 39 441 23 20 46 20 21 416 1421 168 29 59 37 32669 21 30 227 20 22 20 4775 20 34 35 392 26 20 174 25 37 24 20 945 20 45 402 20 795 33 20 1295 276 20 40200 43 802 20 105 24 20 35 26 4866 5198 25 132 29 77 2955
leaf_count=427 3050 103 34 103 39 441 23 20 46 20 21 416 1421 168 29 59 37 32669 21 30 227 20 22 20 4775 20 34 35 392 26 20 174 25 37 24 20 945 20 45 402 20 795 33 20 1295 276 20 40200 43 802 20 105 24 20 35 26 4866 5198 25 132 29 77 2955
internal_value=0 0.253336 1.12569 0.201326 0.857945 -0.0225821 1.52954 0.157402 0.757304 1.35558 2.50459 0.149702 0.281701 0.170896 1.03818 0.681387 1.10408 -0.0291295 0.211412 1.15262 0.192401 1.63131 0.388072 1.06359 0.0884298 0.358316 0.528872 0.307549 0.492026 -0.040981 3.20493 0.450588 0.163997 0.0632839 0.701413 0.276708 0.262007 0.359843 1.57025 -0.0417034 -0.0429767 0.0175446 0.0956504 0.157893 0.0853502 0.142331 0.543232 -0.0432296 0.117846 0.0271903 0.213196 0.169931 0.80163 1.13193 0.970953 0.35851 0.00602812 0.0298339 0.0846528 -0.0186596 0.195728 -0.179669 -0.0230967
internal_weight=0 8802 498 8304 464 94674 191 7696 608 168 64 7656 2408 1589 127 98 148 92098 2576 51 2525 40 273 68 5248 436 440 1476 819 73444 43 406 205 4812 198 1406 1386 57 91 73354 72889 18654 2399 465 2366 1571 90 72869 445 1049 247 208 64 40 70 48 16255 8273 3075 7982 161 102 7821
internal_count=103476 8802 498 8304 464 94674 191 7696 608 168 64 7656 2408 1589 127 98 148 92098 2576 51 2525 40 273 68 5248 436 440 1476 819 73444 43 406 205 4812 198 1406 1386 57 91 73354 72889 18654 2399 465 2366 1571 90 72869 445 1049 247 208 64 40 70 48 16255 8273 3075 7982 161 102 7821
cat_boundaries=0 5 10 11 17 23 24 25 26 27 28 33 39 40 44 45 51 57
cat_threshold=1074823168 536887296 4608 36831490 32 1073774592 536870912 0 131072 32 77 18304 2147647648 426 201437728 1619550228 1024 42025476 528 276889696 0 8196 12544 16 3724 3618 2209 2186 17920 0 42 0 8196 916783108 272630274 287866964 268435456 352322634 12544 290 32768 0 0 33554432 1319 0 163968 290 67149856 8208 1024 1152 131232 296 67121184 20 1024
is_linear=0
shrinkage=0.01


Tree=83
num_leaves=64
num_cat=15
split_feature=25 6 11 1 0 16 2 0 2 26 5 0 11 2 2 25 12 1 25 26 24 9 25 12 1 6 26 25 2 25 2 1 26 10 2 24 1 8 9 24 25 1 0 10 25 14 8 5 0 24 5 9 24 1 25 6 2 0 0 26 10 25 11
split_gain=6.01572e+06 3.93527e+06 4.78333e+06 1.98788e+06 1.81477e+06 1.83535e+06 1.67407e+06 1.42124e+06 1.24054e+06 1.03411e+06 1.64932e+06 856118 687335 663708 2.48783e+06 509424 451733 501621 469256 434766 409683 704999 499702 401346 369926 500257 339032 332653 313677 306636 295886 332248 366810 272400 264304 223555 209604 419879 299292 197887 318482 196870 224109 193735 161879 175596 158061 152392 142618 155526 132372 123259 114904 160391 113765 55858.2 45776.4 58438.8 43162.4 35759.6 51537.7 31800.5 35741.5
threshold=0 243.82689999999999 675.38900000000001 205.14500000000004 6.6497500000000009 36.750750000000004 174.76450000000003 80.731500000000025 883.10000000000014 2022.5000000000002 242.60800000000003 1077.3535000000002 242.583 52.029000000000003 55.44250000000001 1 293.99733550000002 122.82375000000002 2 2022.5000000000002 3 384.29599999999999 4 77.902470000000008 43.933 543.52500000000009 2022.5000000000002 5 143.73850000000002 6 364.96250000000003 5.0070000000000006 2022.5000000000002 400.0485000000001 542.8678000000001 7 106.765 157.50375000000003 149.53189650000004 8 9 297.63750000000005 262.14225000000005 86.604000000000028 10 564.6037500000001 111.70815 28.532785500000003 14.658000000000003 11 26.419632000000004 11.831450000000002 12 65.579000000000022 13 303.53610000000003 261.97000000000008 316.39255000000009 55.790000000000013 2022.5000000000002 556.40500000000009 14 154.51100000000002
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 1 2 9 2 2 2 2 9 2 9 2 2 2 2 2 1 2 2 2 1 9 2 2 2 9 2 2 2 2 1 2 2 1 2 9 2 2 2 2 2 2 9 2
left_child=1 3 4 11 24 9 -7 15 20 10 -6 13 -11 26 -15 30 18 -18 28 -13 43 22 -22 -16 35 -26 27 -1 39 -28 36 32 -32 44 -34 51 48 38 -38 46 -41 42 -30 58 45 50 -9 59 54 -50 -17 -3 53 -20 -2 -37 57 -54 -5 -35 -61 62 -46
right_child=7 2 -4 8 5 6 -8 16 -10 12 -12 19 -14 14 23 33 17 -19 52 -21 21 -23 -24 -25 25 -27 29 -29 41 -31 31 -33 34 47 -36 55 37 -39 -40 40 -42 -43 -44 -45 61 -47 -48 -49 49 -51 -52 -53 56 -55 -56 -57 -58 -59 -60 60 -62 -63 -64
leaf_value=0.26855507817111773 0.038543353002813439 0.70188663624509984 5.6732401806928898 -0.020296364036099662 0.4736141499110631 1.4859258403778077 5.5774673292636878 0.076614199695500429 2.9311011085510255 -0.13204051874577999 3.4823801542583266 0.57244395828247074 1.7023744535446168 2.9408029138719711 0.2126711710148112 -0.031279908104939587 0.34449840637945356 2.3758133858442307 0.14397109424490237 2.6575488433837893 1.0902130047355456 2.4228332473754883 0.37248186713051196 0.85591558341373197 0.2664346248081752 2.0976554276393014 0.38713813258625784 0.069896115521888791 0.66013471756990139 0.013522186125856213 1.8351997872761316 -0.13362677695850531 1.2200809059143065 -0.051249108995710106 -0.33645093639691676 0.23761333942413332 0.08256180177937758 1.3286065744584608 1.1246593730203036 0.59691436691926081 0.14498860176182912 0.020953230424360796 1.6288557938606507 0.92638662946224215 -0.045279983609156277 0.76569168397358478 0.62366378673191725 1.2859102536439895 0.35946950902196179 0.056662788301796024 0.056753381363325167 -0.10375514469146729 -0.064716788375179621 1.0781073608398439 -0.018781273248024248 -0.31244619011878966 -0.50450834846496584 0.14715314120957346 -0.5173554723739624 0.75119253921508788 0.070135245323181147 -0.063414626045953368 0.3258032864790697
leaf_weight=1954 4801 79 22 58 35 20 20 591 25 64 38 20 30 37 769 31801 31 20 227 20 186 25 269 111 35 26 227 1519 104 3039 28 48 20 21 24 24 555 31 29 328 331 33 31 20 15170 28 58 20 177 2004 1805 25 617 20 12337 80 20 165 25 25 20 23128 26
leaf_count=1954 4801 79 22 58 35 20 20 591 25 64 38 20 30 37 769 31801 31 20 227 20 186 25 269 111 35 26 227 1519 104 3039 28 48 20 21 24 24 555 31 29 328 331 33 31 20 15170 28 58 20 177 2004 1805 25 617 20 12337 80 20 165 25 25 20 23128 26
internal_value=0 0.250812 1.11452 0.199316 0.903827 1.60771 3.5317 -0.022356 0.749785 1.14687 2.03982 0.155828 0.453411 0.148205 0.400611 -0.0288382 0.209312 1.14109 0.190492 1.615 0.656246 0.771786 0.698031 0.293808 0.36218 1.04695 0.113859 0.182641 0.304502 0.0407167 0.0157397 0.510819 0.94045 -0.0412433 0.371064 0.161357 0.0127673 0.19451 0.13431 0.254319 0.375483 0.713333 0.882582 0.0390855 -0.0419212 -0.0258844 0.123599 0.521215 0.00698169 0.0831452 -0.0265516 0.463642 0.0269154 0.211065 -0.00271095 -0.169237 -0.0316997 -0.0200128 -0.170013 0.289489 0.4485 -0.0559742 -0.0446157
internal_weight=0 8802 498 8304 476 207 40 94674 608 167 73 7696 94 7656 917 92098 2576 51 2525 40 583 480 455 880 269 61 6739 3473 1476 3266 20054 120 72 72044 44 208 19934 615 584 1308 659 168 135 103 71958 33634 649 86 19319 2181 33606 104 1049 247 17138 104 802 782 83 66 45 38324 15196
internal_count=103476 8802 498 8304 476 207 40 94674 608 167 73 7696 94 7656 917 92098 2576 51 2525 40 583 480 455 880 269 61 6739 3473 1476 3266 20054 120 72 72044 44 208 19934 615 584 1308 659 168 135 103 71958 33634 649 86 19319 2181 33606 104 1049 247 17138 104 802 782 83 66 45 38324 15196
cat_boundaries=0 5 11 17 18 19 24 28 29 30 36 42 43 44 50 56
cat_threshold=1074823168 536887296 4608 36831490 32 67127168 2147647648 426 201437728 1611161620 1024 42025476 528 276889696 0 8196 12544 2176 32768 1081344 536870912 0 33685506 32 1073741824 0 0 1048832 3618 2785 8388608 512 276824160 0 0 4352 849674244 272630290 287932500 268435456 343934018 12544 1024 290 768 163840 130 201424928 1611137040 1024 524296 36700173 142737409 2172649541 2164362121 27
is_linear=0
shrinkage=0.01


Tree=84
num_leaves=64
num_cat=13
split_feature=25 6 11 1 0 0 0 2 3 0 0 2 2 2 25 12 3 25 24 9 25 12 1 6 2 3 10 24 25 1 24 5 24 25 2 10 1 2 3 8 8 3 15 2 2 25 5 2 2 9 15 24 1 24 5 6 2 0 0 11 3 10 3
split_gain=5.89705e+06 3.85674e+06 4.68814e+06 1.94985e+06 1.77866e+06 1.3933e+06 1.2719e+06 1.21559e+06 899937 839070 706094 691310 650450 2.43833e+06 489682 442716 635075 460085 401865 690710 490365 393359 362564 490302 317789 313112 296123 252884 268370 244874 219106 208249 200100 305324 230002 189880 179832 192922 189819 176993 151173 144719 141560 135645 165690 131256 131028 131027 130748 120806 116222 112617 157199 109497 106951 54746.7 44865.5 57275.8 42303.5 34252.6 32904.5 26072.6 18846.4
threshold=0 243.82689999999999 675.38900000000001 205.14500000000004 6.6497500000000009 80.731500000000025 43.395400000000002 883.10000000000014 315.53370000000007 1077.3535000000002 384.83520000000004 233.37814 52.029000000000003 55.44250000000001 1 293.99733550000002 16.325500000000002 2 3 384.29599999999999 4 77.902470000000008 43.933 543.52500000000009 364.96250000000003 272.24748000000005 400.0485000000001 5 6 5.0070000000000006 7 63.095750000000002 8 9 101.31180000000002 86.604000000000028 106.765 108.75750000000001 87.520000000000024 48.83227500000001 901.21050000000014 272.24748000000005 566.68875000000014 218.51700000000002 47.412500000000001 10 45.987900000000003 883.10000000000014 512.13625000000013 11.831450000000002 266.97500000000008 11 65.579000000000022 12 156.52200000000002 303.53610000000003 261.97000000000008 316.39255000000009 55.790000000000013 210.82500000000002 75.305437500000011 556.40500000000009 16.674500000000005
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 1 2 9 2 2 2 2 2 2 1 9 2 1 2 1 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2
left_child=1 3 4 9 22 14 -6 18 10 12 -8 -10 27 -14 24 17 -17 25 35 20 -20 -15 30 -24 31 32 39 42 -29 47 49 40 33 -7 -34 58 37 -33 -38 45 53 50 -1 44 -27 54 61 48 -26 -3 -41 52 60 -2 -16 -32 57 -53 -5 -47 -19 -28 -31
right_child=5 2 -4 7 6 15 8 -9 11 -11 -12 -13 13 21 26 16 -18 51 19 -21 -22 -23 23 -25 29 43 46 28 -30 62 55 36 34 -35 -36 -37 38 -39 -40 41 -42 -43 -44 -45 -46 59 -48 -49 -50 -51 -52 56 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.0075952555446795779 0.030104543088808989 0.69486777634560315 5.6165077933398164 -0.020093402985868782 3.8647189703854652 0.16177918495843188 0.17953904138671029 2.9017900287628176 0.8584701919555664 1.5988464934825897 1.7552966393815712 3.0063512178908947 2.9113946997152795 0.21054445684033657 -0.029435676607153027 2.4634435117812385 0.19604824479420979 0.18295766596116272 1.0798671033066147 2.3986049118041994 0.36889055385384512 0.84735642626478869 0.26377026639665874 2.076678865506099 1.0161406210064887 1.1881613820791246 0.52212629100254604 0.080213541543827399 0.22649822911580625 -0.29009903243609836 0.23523720999558767 0.068200256380676103 0.10312626451885637 0.67418581282916035 0.52003654898323626 0.91712275886535655 0.34259686689119079 0.63638950780721815 1.4405992244482042 0.047210056511273163 0.85429402215140204 0.91517478215694426 0.80006449786099521 1.6523270370960237 0.028467932722785253 -0.055123151854075736 1.2469124772548676 1.523688669204712 0.014694185473702171 -0.10271759128570557 0.81511782932281496 -0.064069620836495964 1.0673263106346129 -0.019733710611403645 0.16251898106454582 -0.30932173109054567 -0.49946325588226315 0.14568161210146818 -0.51218191986083983 0.35881839561462398 -0.21603220027426015 0.1361389421735491 0.13356281575702486
leaf_weight=1598 8859 79 22 58 22 246 72 25 23 40 47 43 37 769 31045 21 30 204 186 25 269 111 35 26 32 28 35 2791 2328 21 24 741 743 256 161 20 74 65 20 1356 21 20 22 20 22 40600 20 22 22 25 20 617 20 8756 293 80 20 165 25 20 23 35 21
leaf_count=1598 8859 79 22 58 22 246 72 25 23 40 47 43 37 769 31045 21 30 204 186 25 269 111 35 26 32 28 35 2791 2328 21 24 741 743 256 161 20 74 65 20 1356 21 20 22 20 22 40600 20 22 22 25 20 617 20 8756 293 80 20 165 25 20 23 35 21
internal_value=0 0.248329 1.10338 0.19735 0.894789 -0.0221312 1.59163 0.742528 1.32132 0.15428 0.801897 2.25785 0.146732 0.396605 -0.0285494 0.207248 1.12968 0.188617 0.649935 0.764366 0.691372 0.29087 0.358558 1.03649 0.0172038 0.301507 -0.0401671 0.112731 0.147052 0.534523 0.159743 0.0139198 0.271051 0.43115 0.175436 0.0386946 0.162295 0.114022 0.576214 -0.0408759 0.00634791 0.0706466 0.00335227 0.956305 0.677896 -0.0430395 0.533084 0.87317 0.608144 0.459005 0.0583715 0.0266463 0.208954 0.00533701 -0.0276321 -0.167544 -0.0313827 -0.0198126 -0.168313 -0.0549058 0.142531 0.329133 -0.0782681
internal_weight=0 8802 498 8304 476 94674 207 608 185 7696 119 66 7656 917 92098 2576 51 2525 583 480 455 880 269 61 18654 1476 73444 6739 5119 118 208 18536 1406 502 904 103 900 806 94 73354 17636 1396 1620 70 50 71958 90 76 54 104 1376 1049 247 17615 31338 104 802 782 83 40620 227 70 42
internal_count=103476 8802 498 8304 476 94674 207 608 185 7696 119 66 7656 917 92098 2576 51 2525 583 480 455 880 269 61 18654 1476 73444 6739 5119 118 208 18536 1406 502 904 103 900 806 94 73354 17636 1396 1620 70 50 71958 90 76 54 104 1376 1049 247 17615 31338 104 802 782 83 40620 227 70 42
cat_boundaries=0 5 11 17 18 19 20 24 25 26 32 38 39 40
cat_threshold=1074823168 536887296 4608 36831490 32 18304 2147647648 426 201437728 1619550228 1024 42025476 528 276889696 0 8196 12544 2176 32768 416 0 16384 4608 35651586 3618 1038 66052 16 0 0 8196 12288 883228676 272630290 285835348 268435456 352322634 12544 290 1319
is_linear=0
shrinkage=0.01


Tree=85
num_leaves=56
num_cat=12
split_feature=0 7 2 25 4 25 7 2 4 10 15 25 24 6 24 5 25 2 14 8 0 10 6 19 11 3 6 6 3 5 25 24 5 26 24 0 2 2 8 25 2 0 5 24 0 7 24 7 4 2 5 26 2 6 26
split_gain=5.88198e+06 5.16912e+06 5.41781e+06 2.53882e+06 1.5859e+06 1.38867e+06 1.07746e+06 834876 1.47349e+06 784502 730777 629245 518714 588786 514385 1.31494e+06 761824 495427 472443 444782 432694 409573 394786 384430 334704 313762 565274 342087 298488 296065 264525 263759 353517 258678 278358 240565 225188 220658 213861 206635 522695 226115 204163 165168 422809 140577 139672 139133 131398 97550.6 93773.8 73687.4 58196.6 40346.3 13071.8
threshold=262.14225000000005 371.89150000000006 658.86750000000018 0 195.82340000000002 1 243.82689999999999 512.13625000000013 237.41375000000005 330.97750000000008 38.081000000000003 2 3 243.82689999999999 4 552.55750000000012 5 233.37814 624.17000000000019 1117.4100000000001 285.35875000000004 255.92650000000003 448.18200000000007 8.6940000000000008 64.703322500000027 108.75750000000001 189.19640000000001 235.90250000000003 1077.3535000000002 28.532785500000003 6 7 392.81250000000006 2022.5000000000002 8 219.99000000000004 315.17050000000006 165.38000000000002 13.870200000000002 9 1070.9310000000003 65.287500000000009 1083.8250000000003 10 1077.3535000000002 421.77600000000007 11 78.16500000000002 156.17100000000002 334.93500000000006 171.08800000000002 2022.5000000000002 883.10000000000014 13.903 2022.5000000000002
decision_type=2 2 2 9 2 9 2 2 2 2 2 9 1 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 1 2 2 2 2 9 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2
left_child=3 5 9 4 11 7 22 12 -9 29 24 14 38 20 15 16 -1 19 36 28 -14 39 31 43 37 33 46 -28 30 -3 35 32 -6 34 -13 -5 -16 -8 53 52 41 -41 -32 44 50 -35 -27 -33 -40 51 -7 -45 54 -2 -19
right_child=1 2 -4 17 6 23 10 8 -10 -11 -12 25 13 -15 18 -17 -18 21 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 42 47 -34 45 -36 -37 -38 -39 48 40 -42 -43 -44 49 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56
leaf_value=0.22591058206613934 -0.066841270343677414 0.048542010307312013 7.5812383050918584 -0.0016866442823689741 0.50695604236255132 0.17113254192561042 0.90909093797206886 3.3729530448913572 0.26372130217375578 3.25764075756073 2.9160994659577097 0.19363714577336427 2.0455645890589116 2.2500705244260675 0.055153743597166009 2.9479400377273559 0.95673933489938801 -0.17008711942812291 1.501432789961497 1.1111138826258042 0.70646545852333431 1.6260612071644176 1.4198213471593084 1.5637310619354248 -0.086438452243804934 -0.12215044062612648 2.2154324913024901 0.65226968725522361 0.90392137092702529 1.6300718116760253 -0.042479789111754263 0.060749307383602569 1.9004166746139526 -0.013710418944953251 0.038873577417844266 0.63787494079541351 0.60488009670112708 2.228297860281808 0.15170914508678296 0.14689806925307075 1.7755997570355735 0.97903887104343723 0.92100665309212437 0.2111050054783884 1.6749333156238901 0.44084447364876234 0.25447837237525889 0.68056430646351407 1.1928263833306052 -0.67056744003295909 0.85413370219143958 -0.086795901027533526 -0.60370090723037717 -0.60019145530203111 0.08243023151304664
leaf_weight=846 37 20 20 18481 203 233 32 35 27 22 28 1804 27 34 1313 20 168 41 24 34 227 22 37 20 20 123 21 42 34 29 69540 263 20 4873 3282 59 79 21 27 278 24 37 22 152 22 69 439 42 22 20 22 183 24 23 41
leaf_count=846 37 20 20 18481 203 233 32 35 27 22 28 1804 27 34 1313 20 168 41 24 34 227 22 37 20 20 123 21 42 34 29 69540 263 20 4873 3282 59 79 21 27 278 24 37 22 152 22 69 439 42 22 20 22 183 24 23 41
internal_value=0 0.692555 2.98391 -0.0110733 0.115209 0.504875 0.591324 0.919691 2.01893 1.68889 1.54265 0.0910971 0.771187 0.980202 0.235315 0.404826 0.358658 -0.0306997 0.109563 -0.0324238 0.848811 0.294148 0.421265 0.195742 1.01584 0.0576546 0.275095 1.17332 -0.032865 0.984549 -0.0332265 0.35129 0.604809 0.0441601 0.0942252 0.00034845 0.0863523 1.4318 0.118158 0.228301 0.342913 0.244642 -0.042169 0.155548 0.332799 -0.00736394 0.174404 0.141463 0.61915 0.00765195 0.230058 0.0483711 -0.155886 -0.271292 -0.0438284
internal_weight=0 1202 91 102406 13769 1111 666 459 62 71 101 13103 397 288 2450 1034 1014 88637 1416 88170 254 467 565 652 73 10653 625 63 88136 49 88102 528 223 10028 5086 18540 1392 53 109 445 339 315 69562 632 277 4942 562 305 49 355 255 335 106 60 82
internal_count=103608 1202 91 102406 13769 1111 666 459 62 71 101 13103 397 288 2450 1034 1014 88637 1416 88170 254 467 565 652 73 10653 625 63 88136 49 88102 528 223 10028 5086 18540 1392 53 109 445 339 315 69562 632 277 4942 562 305 49 355 255 335 106 60 82
cat_boundaries=0 6 9 14 15 16 20 26 27 28 34 35 36
cat_threshold=1081856 536920064 4640 39977226 532512 32 11567104 0 544 32768 536870912 4096 2228224 32 1664 1095 32768 0 0 2097152 1350567300 2147615232 524762 202452992 1686126614 4096 612 23 67108864 131072 8 0 0 256 3154 1154
is_linear=0
shrinkage=0.01


Tree=86
num_leaves=57
num_cat=13
split_feature=0 7 2 25 4 25 16 2 4 10 7 25 24 16 6 24 25 3 2 14 8 11 10 2 4 26 12 3 6 6 0 3 8 25 24 0 26 24 0 2 2 8 24 25 2 0 4 25 0 7 24 4 2 2 6 26
split_gain=5.76491e+06 5.06625e+06 5.31e+06 2.48868e+06 1.55427e+06 1.36103e+06 1.20823e+06 818262 1.44422e+06 768891 653302 617037 508392 623084 1.04364e+06 504544 636854 633798 485568 463041 435931 416224 401423 387986 329318 320096 318930 307569 553998 335279 305332 292549 288712 259261 253913 258992 253554 272852 235778 220707 213233 209605 207449 202523 512294 221615 158395 158150 156028 137780 137005 128783 69065.9 57039.7 39543.4 11343.5
threshold=262.14225000000005 371.89150000000006 658.86750000000018 0 195.82340000000002 1 352.21000000000004 512.13625000000013 165.05000000000004 330.97750000000008 243.82689999999999 2 3 60.565700000000007 243.82689999999999 4 5 76.987500000000011 233.37814 624.17000000000019 1117.4100000000001 204.98000000000005 255.92650000000003 134.00760000000002 371.41875000000005 2022.5000000000002 166.70600000000002 108.75750000000001 189.19640000000001 235.90250000000003 2.8222380000000005 1077.3535000000002 218.21600000000004 6 7 883.10000000000014 2022.5000000000002 8 219.99000000000004 315.17050000000006 58.710000000000001 13.870200000000002 9 10 1070.9310000000003 65.287500000000009 156.17100000000002 11 538.27200000000016 421.77600000000007 12 156.17100000000002 284.91500000000008 749.57248000000016 13.903 2022.5000000000002
decision_type=2 2 2 9 2 9 2 2 2 2 2 9 1 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 1 2 2 2 2 1 9 2 2 2 9 2 2 1 2 2 2 2 2
left_child=3 5 9 4 11 7 10 12 -9 32 26 15 41 14 -14 16 17 -1 20 39 31 23 43 -12 34 -18 42 36 50 -30 -28 33 -3 38 35 40 37 -13 -5 -17 -7 54 -6 53 45 -45 -35 48 -36 -38 -29 -43 -49 55 -2 -20
right_child=1 2 -4 18 6 24 -8 8 -10 -11 21 27 13 -15 -16 19 25 -19 22 -21 -22 -23 -24 -25 -26 -27 30 28 29 -31 -32 -33 -34 46 47 -37 49 -39 -40 -41 -42 51 -44 44 -46 -47 -48 52 -50 -51 -52 -53 -54 -55 -56 -57
leaf_value=0.17837201508456196 -0.066172850325300889 1.6675937447724518 7.5054260215759285 -0.0016697777888493362 0.48629155457729384 0.18414626366287998 2.6986154967087965 3.5249782162327921 0.47250867659045803 3.2250643736665898 0.91666693976431179 0.19171144822170874 0.92301637440669437 -0.6132639130679044 2.9640431141267931 0.054602206418402799 1.4135847899119061 0.97894818188851351 -0.1428077518258776 1.486418449083964 1.1000027325574089 0.15432415882746378 1.6098005823655561 2.4387868331460392 1.3994169967824763 0.55525596482413153 0.44721672633114984 -0.12102077739803414 2.1932781214941115 0.64574698993137902 1.9030208648681639 0.89488214837277635 0.12433916156942194 -0.042908088272469273 0.076029185834138299 1.4183350674311319 -0.013573315865693703 0.038486022445594473 0.63149618314484424 0.59883131153975866 1.126334549358913 0.15019203468605324 0.067909413860287787 0.14542908524437775 1.7578436493873597 0.96924847989468965 0.15543235170252531 -0.076447600268981827 0.89573836040496835 0.43643602898155437 0.25199026679408576 1.1808981183442202 -0.67075752303713843 -0.51390290491508717 -0.5941895385410475 0.10671422782697176
leaf_weight=746 37 27 20 18481 242 169 26 31 31 22 33 1804 238 22 28 1313 90 114 35 24 34 24 22 34 22 84 34 123 21 42 25 34 22 69157 69 24 4873 3282 59 79 28 27 248 278 24 37 405 284 35 69 439 22 21 33 23 38
leaf_count=746 37 27 20 18481 242 169 26 31 31 22 33 1804 238 22 28 1313 90 114 35 24 34 24 22 34 22 84 34 123 21 42 25 34 22 69157 69 24 4873 3282 59 79 28 27 248 278 24 37 405 284 35 69 439 22 21 33 23 38
internal_value=0 0.68563 2.95407 -0.0109611 0.114068 0.499826 0.585411 0.910494 1.99874 1.672 0.499562 0.090198 0.763475 0.9704 1.13786 0.23301 0.400891 0.281225 -0.0303927 0.108467 -0.0320996 1.28431 0.291206 1.68909 0.193784 0.944914 0.369485 0.0570815 0.272365 1.16159 1.06408 -0.0325363 0.974704 -0.0328942 0.154759 0.418607 0.0437208 0.0932876 0.000344966 0.0854888 0.318061 0.116976 0.285849 0.226018 0.339483 0.242195 -0.0417473 0.0019089 0.321025 -0.0072903 0.172683 0.612958 -0.113641 -0.154327 -0.268579 -0.0129196
internal_weight=0 1202 91 102406 13769 1111 666 459 62 71 640 13103 397 288 266 2450 1034 860 88637 1416 88170 91 467 67 652 174 549 10653 625 63 59 88136 49 88102 630 221 10028 5086 18540 1392 197 109 490 445 339 315 69562 409 104 4942 562 49 305 106 60 73
internal_count=103608 1202 91 102406 13769 1111 666 459 62 71 640 13103 397 288 266 2450 1034 860 88637 1416 88170 91 467 67 652 174 549 10653 625 63 59 88136 49 88102 630 221 10028 5086 18540 1392 197 109 490 445 339 315 69562 409 104 4942 562 49 305 106 60 73
cat_boundaries=0 6 9 14 15 16 20 26 27 28 29 35 41 42
cat_threshold=1081856 536920064 4640 39977226 532512 32 11567104 0 544 32768 536870912 4096 2228224 32 1664 1095 32768 0 0 2097152 1350567300 2147615232 524762 202452992 1686126614 4096 2130 23 615 67108864 131072 8 0 0 256 67109376 16896 0 32768 0 256 1154
is_linear=0
shrinkage=0.01


Tree=87
num_leaves=55
num_cat=8
split_feature=0 7 2 25 4 25 16 2 4 10 1 7 2 8 25 2 1 16 6 2 3 5 11 1 25 5 5 3 4 26 5 1 0 14 26 1 6 2 10 25 0 2 26 4 18 6 25 25 4 3 5 2 25 1
split_gain=5.65017e+06 4.96543e+06 5.20433e+06 2.44109e+06 1.51834e+06 1.33395e+06 1.18542e+06 801978 1.41891e+06 753590 704538 641893 480712 475158 466821 670730 506280 444553 783430 837129 439388 493994 407941 406755 401890 422521 381870 372559 322765 305149 290647 289468 279038 274108 223546 215216 307264 214888 211056 207640 179405 167323 167220 137511 133030 125366 115924 108783 96252 94722.5 81579.9 47362.1 44667.3 34473.5
threshold=262.14225000000005 371.89150000000006 658.86750000000018 0 195.82340000000002 1 352.21000000000004 512.13625000000013 237.41375000000005 330.97750000000008 70.144500000000008 243.82689999999999 68.749700000000004 1117.4100000000001 2 440.02900000000005 242.38250000000002 60.565700000000007 235.90250000000003 78.338250000000002 119.66617500000002 242.60800000000003 204.98000000000005 8.7137500000000028 3 616.44275000000005 54.009400000000007 1077.3535000000002 371.41875000000005 2022.5000000000002 28.532785500000003 413.70875000000007 285.35875000000004 356.84390000000002 2022.5000000000002 65.579000000000022 39.858900000000006 364.96250000000003 1098.7459000000001 4 131.25500000000002 315.17050000000006 2022.5000000000002 1085.2750000000003 49.726500000000009 43.665000000000013 5 6 108.75750000000001 80.03670000000001 112.45200000000001 1070.9310000000003 7 21.000235000000004
decision_type=2 2 2 9 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 9 2 2 2 2 9 2
left_child=3 5 9 4 10 7 11 17 -9 30 24 35 13 27 15 16 46 18 32 -20 33 31 26 29 34 42 -13 38 37 -17 -3 -22 -2 40 48 43 -37 44 39 -5 -12 -36 -26 -6 47 51 -14 -7 -1 53 -19 52 -16 -47
right_child=1 2 -4 12 6 28 -8 8 -10 -11 20 22 14 -15 45 23 -18 50 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 -35 41 36 -38 -39 -40 -41 -42 -43 -44 -45 -46 49 -48 -49 -50 -51 -52 -53 -54 -55
leaf_value=0.076415772761693174 1.5521416894346476 0.037553687095642094 7.4303714771270757 -0.0048212396243894843 0.19272998391615379 -0.12464814101094784 2.6716293146060064 3.3074622361319403 0.25635900144223817 3.1928136992454528 0.15249951966652056 2.7519256182150404 -0.07335745712985163 1.1846329522132875 0.052668694697015787 2.6773956108093264 1.4407117712858952 0.35539376926422123 3.6375100750923157 0.89266820917129519 0.69082133819180802 1.8125442615414367 0.1527809367577235 0.12466864347457886 0.23746120356249831 1.2229560631199887 1.144326889038086 1.099104986190796 1.3854227815974844 1.0118374508077448 1.6045453270550432 -0.27671948382728978 0.59066873679373788 1.3825232800245286 -0.021524244927543634 0.2990984449154801 1.1974060691667325 -0.7369475272985605 0.86631437228276187 -0.042806625709134946 0.54482017369646774 0.57198460648457206 0.073793463353289013 0.97383722623189284 0.99347943973541264 0.023953665839998344 0.24457027087420349 0.22525268038784313 0.39804085441639553 0.77338382913220316 -0.47479289860560975 -0.41714344533284503 -0.071186786195110971 0.37319256379869253
leaf_weight=4530 34 20 20 18253 370 105 26 35 27 22 943 22 151 32 528 22 33 20 20 25 166 34 24 20 1328 38 45 29 22 22 29 38 269 20 4567 90 66 26 26 68233 133 48 1178 24 20 76 464 479 95 31 29 30 626 45
leaf_count=4530 34 20 20 18253 370 105 26 35 27 22 943 22 151 32 528 22 33 20 20 25 166 34 24 20 1328 38 45 29 22 22 29 38 269 20 4567 90 66 26 26 68233 133 48 1178 24 20 76 464 479 95 31 29 30 626 45
internal_value=0 0.678774 2.92453 -0.0108506 0.112895 0.494828 0.578405 0.901389 1.97876 1.65528 0.0893114 0.4935 -0.0301085 -0.0336941 0.121314 0.325922 0.234042 0.75584 0.881407 2.1126 0.307126 0.696586 1.27147 1.30713 0.0646538 0.175705 1.6722 -0.0341446 0.191846 1.84462 0.964957 0.510593 0.698557 0.222553 0.033852 0.364782 0.679152 0.153211 -0.0345244 -0.0347953 0.200993 -0.0153512 0.160526 0.24031 0.191529 0.00975906 0.169294 0.164065 0.0830221 0.280191 -0.135941 -0.0248761 -0.0146785 0.153836
internal_weight=0 1202 91 102406 13785 1111 667 459 62 71 13118 641 88621 86573 2048 712 648 397 348 45 1334 238 91 64 11784 2544 67 86541 652 44 49 204 303 1096 9240 550 156 630 86512 86486 1076 4615 2506 394 604 1336 615 584 4625 152 49 1184 1154 121
internal_count=103608 1202 91 102406 13785 1111 667 459 62 71 13118 641 88621 86573 2048 712 648 397 348 45 1334 238 91 64 11784 2544 67 86541 652 44 49 204 303 1096 9240 550 156 630 86512 86486 1076 4615 2506 394 604 1336 615 584 4625 152 49 1184 1154 121
cat_boundaries=0 6 9 15 20 26 32 38 44
cat_threshold=1081856 536920064 4640 174194954 532512 32 11567104 0 544 263168 672 8 32768 4 12288 1049088 16384 544 33554432 532480 1887454596 2147615232 524762 68235264 1686126610 8192 0 128 8 32768 0 8192 0 131072 8388608 2097152 0 12288 35717120 131088 279019584 67108864 0 256
is_linear=0
shrinkage=0.01


Tree=88
num_leaves=59
num_cat=11
split_feature=0 7 2 25 4 25 7 2 4 10 15 1 24 6 2 25 2 1 26 24 25 6 26 3 5 0 6 19 3 11 10 26 5 1 14 24 1 1 1 25 14 24 10 3 0 0 0 24 0 1 7 0 2 10 1 26 25 2
split_gain=5.53787e+06 4.86658e+06 5.10076e+06 2.39087e+06 1.49355e+06 1.30734e+06 1.01872e+06 786019 1.3907e+06 738593 717170 695006 497718 554514 469815 458921 614009 460449 439398 436571 1.29707e+06 559654 442775 428878 484163 417000 381611 375536 341591 319696 303091 291565 284863 283707 268247 256237 438672 229273 202177 244783 233943 210709 203194 197271 175372 174989 166839 159186 410056 247330 136357 119179 92338.8 86170.9 77384.7 72659.1 64770.9 63060.4
threshold=262.14225000000005 371.89150000000006 658.86750000000018 0 195.82340000000002 1 243.82689999999999 512.13625000000013 165.05000000000004 330.97750000000008 38.081000000000003 70.144500000000008 2 243.82689999999999 68.749700000000004 3 440.02900000000005 262.64538500000009 2022.5000000000002 4 5 877.0150000000001 2022.5000000000002 119.66617500000002 242.60800000000003 285.35875000000004 448.18200000000007 8.6940000000000008 1077.3535000000002 64.703322500000027 255.92650000000003 2022.5000000000002 28.532785500000003 413.70875000000007 356.84390000000002 6 165.05000000000004 190.85750000000002 61.114000000000011 7 920.44288200000017 8 1098.7459000000001 233.37814 127.30050000000001 131.25500000000002 43.395400000000002 9 1077.3535000000002 54.470000000000006 78.16500000000002 50.029250000000012 334.93500000000006 104.68930000000002 156.08950000000002 2022.5000000000002 10 45.61910000000001
decision_type=2 2 2 9 2 9 2 2 2 2 2 2 1 2 2 9 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2
left_child=3 5 9 4 11 7 26 12 -9 32 29 19 43 25 28 16 17 44 -18 20 22 46 -1 34 33 -14 35 47 38 37 51 -22 -3 -25 45 36 -6 -8 40 41 42 -40 -5 57 -16 -13 -21 48 49 -7 -37 56 55 -41 -53 -49 -17 -2
right_child=1 2 -4 14 6 27 10 8 -10 -11 -12 23 13 -15 15 30 18 -19 -20 21 31 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 50 -38 -39 39 53 -42 -43 -44 -45 -46 -47 -48 52 -50 -51 -52 54 -54 -55 -56 -57 -58 -59
leaf_value=1.9573252508375378 -0.34406779504289814 0.037178120613098144 7.3560679378509519 -0.036607944386926848 0.40218492904420716 0.051992424936318886 0.82944441856876494 3.4566537660168066 0.46128308573076804 3.1608855848420752 2.8594820945603505 0.15185842511504413 2.0003573526717999 2.1853749367770026 0.1519270374131983 0.053816100616360045 2.5315958370945673 1.7290191200801306 0.50931039901006792 0.00038139814444104004 0.20085592443938935 1.6907852020263672 0.62221886800683068 0.68391311720911274 1.7944187653765959 0.68576863881774941 1.3902442094442007 1.5419602108001709 1.0335509293874106 -0.10028639549016953 1.1546259151150782 0.027637330162988933 1.58849989660855 -0.2739522877492403 1.3686979937553405 0.053299335670221895 1.5365642532457908 2.1642624274167148 0.63026803204287651 -0.014937982974242677 1.0192525827317009 0.13900493926929863 0.88365433136622118 0.84362574194158824 1.0181481633067131 0.5393719695026713 0.15512410907012242 0.20625728895201495 1.6457815291664819 0.79049942461110778 0.66690069607325964 0.18684149562750221 -0.65480657291412359 0.48716631828035623 0.81962765433571561 -0.089557585273284085 -0.081861607490537489 0.23372885131835935
leaf_weight=54 51 20 20 84461 181 196 31 31 31 22 28 941 27 34 359 752 22 21 21 6981 2042 20 46 166 34 227 37 20 30 20 24 1854 29 38 20 263 42 22 105 1459 21 453 24 28 25 133 774 152 22 59 42 159 20 35 22 183 644 30
leaf_count=54 51 20 20 84461 181 196 31 31 31 22 28 941 27 34 359 752 22 21 21 6981 2042 20 46 166 34 227 37 20 30 20 24 1854 29 38 20 263 42 22 105 1459 21 453 24 28 25 133 774 152 22 59 42 159 20 35 22 183 644 30
internal_value=0 0.671994 2.89528 -0.0107419 0.111806 0.489889 0.57385 0.892375 1.95897 1.63873 1.49887 0.0884063 0.748282 0.952959 -0.0297879 0.119871 0.398899 0.287173 1.54397 0.063907 0.148703 0.0201085 1.22107 0.304909 0.68962 0.825508 0.408492 0.189943 -0.0333329 0.976998 0.0390571 0.118123 0.955307 0.505487 0.221215 0.339695 0.589404 1.38352 -0.0337027 0.0643745 -0.0360842 0.240916 -0.0363465 0.109966 0.208322 0.199847 0.0158257 0.150163 0.324171 0.222863 0.133421 0.0223272 0.00511216 -0.00315405 0.263755 0.0446629 -0.00897537 -0.130069
internal_weight=0 1202 91 102406 13769 1111 666 459 62 71 101 13103 397 288 88637 2049 448 405 43 11771 3996 7775 100 1332 238 254 565 652 86588 73 1601 3896 49 204 1094 528 223 53 86558 2052 84506 558 84485 109 384 1074 7755 632 277 255 305 1577 355 1494 181 335 1396 81
internal_count=103608 1202 91 102406 13769 1111 666 459 62 71 101 13103 397 288 88637 2049 448 405 43 11771 3996 7775 100 1332 238 254 565 652 86588 73 1601 3896 49 204 1094 528 223 53 86558 2052 84506 558 84485 109 384 1074 7755 632 277 255 305 1577 355 1494 181 335 1396 81
cat_boundaries=0 6 9 10 16 17 21 22 28 29 30 36
cat_threshold=1081856 536920064 4640 39977226 532512 32 11567104 0 544 1664 0 672 8 32768 4 4096 83 0 536870912 0 131072 612 279552 528 65600 0 276824128 4096 1040 3154 35980416 2097172 278954048 67108864 0 8448
is_linear=0
shrinkage=0.01


Tree=89
num_leaves=64
num_cat=14
split_feature=0 7 2 25 25 6 3 6 2 10 2 24 25 24 16 6 2 2 10 1 15 10 25 19 25 24 3 19 1 25 5 0 26 0 24 3 16 10 5 5 25 2 0 3 1 24 7 24 0 1 1 11 10 2 0 0 26 24 1 2 2 7 6
split_gain=5.42765e+06 4.76974e+06 4.99926e+06 2.34492e+06 1.28133e+06 1.21809e+06 1.28195e+06 1.29742e+06 770377 723895 675709 568935 946676 487813 604678 992586 463426 413411 867282 412699 396434 387353 383890 510882 381637 1.49627e+06 424317 368063 327079 303937 279194 259231 251185 244852 241508 238678 232968 222303 220158 218763 198132 495794 213131 193345 187966 180333 174371 156018 401896 242408 153952 270535 93056.4 90501.2 87162.8 85863.5 71213.2 65390 69460.5 61805.5 56967.6 55184 31201.5
threshold=262.14225000000005 371.89150000000006 658.86750000000018 0 1 91.254000000000019 82.242500000000007 877.0150000000001 512.13625000000013 330.97750000000008 658.86750000000018 2 3 4 60.565700000000007 243.82689999999999 233.37814 261.97000000000008 13.079500000000001 198.54500000000004 358.56557250000009 255.92650000000003 5 13.389000000000001 6 7 48.376050000000006 8.6940000000000008 61.114000000000011 8 28.532785500000003 131.25500000000002 2022.5000000000002 181.65750000000006 9 297.47500000000008 925.3130000000001 1098.7459000000001 421.77600000000007 483.06600000000009 10 1070.9310000000003 65.287500000000009 233.37814 119.59 11 46.862000000000009 12 1077.3535000000002 54.470000000000006 35.00500000000001 53.38750000000001 143.29500000000004 334.93500000000006 43.395400000000002 212.52070000000001 2022.5000000000002 13 16.660407500000005 45.61910000000001 749.57248000000016 221.43500000000003 214.91000000000003
decision_type=2 2 2 9 9 2 2 2 2 2 2 1 9 1 2 2 2 2 2 2 2 2 9 2 9 1 2 2 2 9 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=3 4 9 5 8 11 22 17 13 30 -10 12 24 43 15 -15 28 20 -19 32 -8 40 23 44 25 -1 -26 47 33 35 -3 -21 -14 36 55 45 37 -5 50 -40 60 42 -42 59 -7 -30 -41 48 49 -6 54 -52 61 56 -13 -35 -49 58 -24 -2 -18 -31 -59
right_child=1 2 -4 16 27 6 7 -9 10 -11 -12 38 19 14 -16 -17 21 18 -20 31 -22 -23 57 -25 26 -27 -28 -29 29 52 -32 -33 -34 34 -36 -37 -38 -39 39 46 41 -43 -44 -45 -46 -47 -48 53 -50 -51 51 -53 -54 -55 -56 -57 -58 62 -60 -61 -62 -63 -64
leaf_value=1.629437251697887 -0.3406271215513641 0.036806351661682134 7.2825072765350347 -0.035768727426335016 0.051472498534285295 0.2283951458812524 0.48092238593324327 3.4316768779754638 3.2987944760529895 3.1292767116698355 1.1376720193716197 -0.026227460341090709 0.14167418050002195 0.89843974834730644 -0.61710443084890199 2.8889178160258702 -0.013679942382525092 2.9190398597717286 0.53582663967802713 0.40090504891858131 1.9531382651329039 1.5802218688618053 0.044406475707104327 1.7092167660285689 0.22566669811533935 -0.086044953148644243 0.79241138275665579 1.5265405921936037 0.42368785813681842 -0.03754137658659934 1.5726148931733495 1.4743433365455041 0.0014137515790310809 0.37158335565396072 -0.025787140257815096 1.2973256754875184 0.94988598386446643 0.90734848403930668 1.2962251770019533 -0.1167749683224425 0.14215850693224244 1.7285855778058372 0.95022634093825886 0.83518947807805877 0.80862411456949579 0.11191427138478806 0.99124693965911859 0.20419470831163619 1.6293237634138629 0.78259443751836233 0.074187229791035258 0.68985460133888776 0.62704704393040056 -0.64825850915908823 0.12290385616048996 0.93312953621149064 -0.088662014632928568 -0.00048079241801352398 0.63487802452511266 0.23139158662160239 -0.51434633428400212 0.49200657749176024 -0.21429620755069398
leaf_weight=100 51 20 20 85572 196 312 214 20 23 22 39 4770 2664 238 22 28 73 26 37 167 20 22 76 29 806 101 158 20 248 1226 29 26 2452 53 131 20 24 25 25 49 277 24 37 28 68 758 20 152 22 59 840 78 22 20 427 56 183 137 27 30 33 20 136
leaf_count=100 51 20 20 85572 196 312 214 20 23 22 39 4770 2664 238 22 28 73 26 37 167 20 22 76 29 806 101 158 20 248 1226 29 26 2452 53 131 20 24 25 25 49 277 24 37 28 68 758 20 152 22 59 840 78 22 20 427 56 183 137 27 30 33 20 136
internal_value=0 0.665274 2.86633 -0.0106338 0.48499 0.110649 0.429631 0.966354 0.883451 1.62234 1.93938 0.083021 0.148511 0.740799 0.94343 1.10796 -0.0295086 0.800339 1.51937 0.0914026 0.606753 0.285011 0.212891 0.419601 0.405766 0.804204 0.315286 0.188044 -0.0311745 0.0866685 0.945754 0.545513 0.0744501 -0.034323 0.284638 0.213521 -0.0352171 -0.0354933 0.0144733 0.494772 0.220834 0.333398 0.237377 0.108866 0.332226 0.194097 0.204391 0.148662 0.32093 0.220634 0.0071138 0.126499 -0.01752 0.00506103 -0.0139744 0.604615 0.0442163 -0.0225222 0.181563 -0.128768 -0.154932 -0.0290414 -0.103216
internal_weight=0 1202 91 102406 1111 13785 1102 317 459 71 62 12683 6474 397 288 266 88621 297 63 5309 234 466 785 409 1165 201 964 652 88155 2294 49 193 5116 85861 240 1026 85621 85597 6209 94 444 338 314 109 380 1006 69 632 277 255 6115 918 1268 355 5197 109 335 376 103 81 106 1246 273
internal_count=103608 1202 91 102406 1111 13785 1102 317 459 71 62 12683 6474 397 288 266 88621 297 63 5309 234 466 785 409 1165 201 964 652 88155 2294 49 193 5116 85861 240 1026 85621 85597 6209 94 444 338 314 109 380 1006 69 632 277 255 6115 918 1268 355 5197 109 335 376 103 81 106 1246 273
cat_boundaries=0 6 9 10 15 16 21 26 27 33 34 40 41 42 43
cat_threshold=1081856 536920064 4640 174194954 532512 32 11567104 0 544 119 32768 536903680 0 131336 32 1664 1081344 0 512 2097152 8192 0 536870912 0 131072 32 67 100942856 528 2162760 0 276824132 4096 1146 67108864 131072 8 0 0 256 1041 3154 1568
is_linear=0
shrinkage=0.01


Tree=90
num_leaves=64
num_cat=16
split_feature=0 25 2 25 3 4 1 0 3 16 3 3 2 25 24 2 2 5 25 0 0 7 2 1 3 5 24 26 1 5 3 24 2 11 2 26 25 2 1 4 25 25 26 1 4 24 1 4 4 4 4 17 1 4 3 25 25 25 3 24 24 2 2
split_gain=5.36002e+06 2.84152e+06 2.73891e+06 2.48744e+06 2.02799e+06 815194 1.25127e+06 597856 595851 578306 533052 1.15284e+06 487648 478671 656188 2.23515e+06 3.68748e+06 451527 384995 1.27492e+06 474457 369209 365026 337420 429804 365125 330191 549167 729716 329169 703081 287756 408347 269786 320838 258534 214376 214072 212457 211386 208743 208083 194224 185589 185253 174888 173909 172890 172801 283497 149086 170274 137411 128809 125494 170354 115374 113279 113189 110311 105792 209841 100183
threshold=166.61000000000004 0 364.96250000000003 1 6.6572445000000009 229.75969200000003 352.68673250000012 28.148500000000002 297.47500000000008 153.68000000000004 603.67000000000019 335.00670000000008 29.783499999999997 2 3 54.609000000000002 156.31250000000003 616.44275000000005 4 29.590250000000001 135.39907500000001 86.001500000000007 160.50600000000003 13.770262500000003 5.6990000000000007 48.590000000000011 5 2022.5000000000002 210.63000000000002 96.745000000000019 384.83520000000004 6 284.91500000000008 51.835000000000001 58.710000000000001 2022.5000000000002 7 68.749700000000004 143.69840000000002 143.69840000000002 8 9 2022.5000000000002 218.24100000000001 422.73350000000011 10 180.57000000000002 393.90000000000003 36.272000000000006 104.02000000000001 111.55832500000001 23.859000000000005 511.45025000000004 85.431000000000026 439.62900000000008 11 12 13 82.242500000000007 14 15 233.37814 542.8678000000001
decision_type=2 9 2 9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 9 2 2 2 9 9 2 2 2 1 2 2 2 2 2 2 2 2 2 9 9 9 2 1 1 2 2
left_child=3 2 8 5 -4 13 9 29 26 33 11 -6 -10 14 15 38 -17 45 19 -9 46 54 -14 42 -25 -26 48 28 -28 41 40 32 36 47 -35 -22 -15 50 -1 -29 53 52 -23 -24 56 -16 -21 -7 -2 -50 57 -52 59 -31 55 -3 -43 -20 -57 -5 -39 -62 -33
right_child=1 21 4 7 10 6 -8 18 12 -11 -12 -13 22 31 17 16 -18 -19 37 20 35 23 43 24 25 -27 27 39 -30 30 -32 62 -34 34 -36 -37 -38 60 -40 -41 -42 44 -44 -45 -46 -47 -48 -49 49 -51 51 -53 -54 -55 -56 58 -58 -59 -60 -61 61 -63 -64
leaf_value=0.26402703118141352 0.044156274331940547 -0.041763177687071246 4.3367399319240025 -0.034087828725180506 0.8229233850930866 0.43525226364999808 2.2918600038381722 2.6182190714711728 2.2850233769416808 2.0643090934753419 0.48107215356547389 3.3383958828789848 -0.21413641747974216 0.48611613791329517 0.23277201564209893 5.7648200599068682 0.61183148727184389 1.1929486928667341 0.06831569175249394 0.098499306792863048 1.6678179489482534 1.0842825860977174 2.0679869079589843 2.3569668583436445 1.642997772693634 -0.18647629241148633 0.8626723470979808 0.050087741613388061 2.5081716105432221 0.19054772263970868 1.9017686609788373 0.036749354840429189 1.5584134719682776 0.38011356495522164 1.9276690209479561 0.33447698813218341 0.11137189011774005 0.11802819401871005 1.1975573693788968 0.89941885077676109 -0.006542475503697796 -0.028334546317449045 -0.063738297479493278 0.76772952204165257 0.41254191027747261 0.051322901749396625 0.80579601983766302 -0.047294010664965656 1.5328830923636756 0.22665454422986067 0.20037264517210063 1.2086809079349041 0.57407402583530975 0.62786978535535864 0.81439807823726118 0.18328096027170346 -0.053245630451555462 -0.0443361618565567 0.59936605427000256 0.025997177011508717 0.35194934151172641 1.4322816029049101 0.51636943616650322
leaf_weight=391 144 369 35 5203 38 149 39 23 39 20 32 35 21 200 1111 21 41 42 1719 575 33 20 21 22 20 24 147 92 33 377 22 4271 23 37 21 26 639 228 26 43 750 35510 56 23 90 1047 37 148 24 54 103 20 42 82 28 711 39245 1836 72 7373 125 21 44
leaf_count=391 144 369 35 5203 38 149 39 23 39 20 32 35 21 200 1111 21 41 42 1719 575 33 20 21 22 20 24 147 92 33 377 22 4271 23 37 21 26 639 228 26 43 750 35510 56 23 90 1047 37 148 24 54 103 20 42 82 28 711 39245 1836 72 7373 125 21 44
internal_value=0 0.498359 0.972506 -0.0116854 2.25211 0.154439 0.587118 -0.0264022 0.708202 0.409825 1.55723 2.02897 1.40101 0.131835 0.240166 0.573655 2.3572 0.165289 0.0829441 0.298871 0.223824 0.209306 0.870594 0.692635 1.21572 0.645103 0.574027 0.778048 1.16435 -0.0322562 0.130129 0.0751658 0.241065 0.316615 0.940435 1.08024 0.207824 0.0451126 0.322233 0.320615 0.0978904 -0.0345417 0.238372 1.38831 -0.040872 0.146055 0.141261 0.194791 0.238737 0.628571 0.022046 0.364325 0.00303678 0.262946 0.152917 0.136839 -0.0414233 0.0102035 0.218748 0.0011321 0.273161 0.474818 0.0415438
internal_weight=0 2103 781 101710 140 8270 414 93440 641 375 105 73 104 7856 2679 479 62 2200 4746 694 671 1322 65 142 66 44 537 315 180 88694 1231 5177 862 355 58 59 839 4052 417 135 1209 87463 76 44 74845 2158 612 297 222 78 3678 123 12618 459 1180 1152 74755 3555 783 12576 374 146 4315
internal_count=103813 2103 781 101710 140 8270 414 93440 641 375 105 73 104 7856 2679 479 62 2200 4746 694 671 1322 65 142 66 44 537 315 180 88694 1231 5177 862 355 58 59 839 4052 417 135 1209 87463 76 44 74845 2158 612 297 222 78 3678 123 12618 459 1180 1152 74755 3555 783 12576 374 146 4315
cat_boundaries=0 3 8 13 14 18 19 20 24 30 36 37 43 49 54 55 56
cat_threshold=1081344 0 544 1074823168 536887296 512 175276298 32 1073774592 536870912 0 136445952 32 10 67108864 33554432 65642 1024 1929 17 1048576 0 0 1048578 279684 32 276824160 65536 8196 256 536887936 2147647522 528698 335622176 1149771922 1056 837 2180096 2147614720 65600 33595394 8388608 4096 371524612 281281040 293634116 2155874304 16793676 12560 61146624 2149581312 270540800 64 268435460 2952 1768
is_linear=0
shrinkage=0.01


Tree=91
num_leaves=64
num_cat=17
split_feature=25 2 16 1 1 11 5 24 11 25 4 16 5 3 2 2 24 7 2 9 9 20 1 1 2 5 25 1 9 3 25 26 8 3 4 24 25 8 3 24 25 3 11 3 1 4 8 5 4 24 24 25 25 5 25 1 2 21 25 25 9 1 3
split_gain=4.89158e+06 3.28985e+06 3.93553e+06 1.14763e+06 1.04882e+06 1.04213e+06 817374 802406 794870 738139 710079 765052 649149 1.28815e+06 696253 3.54726e+06 648447 582145 545373 506648 472638 433334 421176 344482 318201 302807 302316 327629 295993 348797 277150 212326 209773 203756 380679 191991 175365 211260 174342 171855 255017 168714 159499 158064 154435 148126 147068 148924 145706 144547 131527 104903 95577 86091.8 111065 85855.2 82310.7 81462.4 70331.2 68347.5 49212.1 47036.9 41579.8
threshold=0 364.96250000000003 352.21000000000004 174.76450000000003 233.37814 252.32950000000002 302.32450000000006 1 8.1012500000000021 2 73.148425000000017 437.65500000000003 616.44275000000005 11.413000000000002 52.029000000000003 57.868500000000004 3 75.078000000000017 749.57248000000016 27.223000000000003 299.52325000000002 239.24500000000003 30.078000000000007 511.45025000000004 3.9339500000000007 448.18200000000007 4 756.19086000000004 367.7580000000001 76.987500000000011 5 2022.5000000000002 796.15000000000009 117.54253850000002 117.54253850000002 6 7 61.920000000000009 91.472000000000023 8 9 111.55832500000001 228.02500000000001 1.0000000180025095e-35 205.14500000000004 246.73750000000004 678.89998000000014 779.2410000000001 1085.2750000000003 10 11 12 13 104.3035 14 1.2250000000000003 383.96180000000004 59.667000000000009 15 16 23.039250000000003 122.82375000000002 174.76450000000003
decision_type=9 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 1 9 2 2 1 9 2 2 2 2 2 2 2 2 1 1 9 9 2 9 2 2 2 9 9 2 2 2
left_child=1 3 4 9 7 16 8 18 23 12 22 21 14 -14 35 -16 45 -8 19 -3 25 24 30 -6 48 -18 27 41 29 -7 39 33 42 49 -35 -1 37 -26 55 40 43 50 -33 -2 -43 60 47 51 52 -11 -24 -32 -12 58 -55 -9 59 -42 -41 61 -5 -28 -38
right_child=10 2 -4 5 6 28 17 38 -10 31 11 -13 13 -15 15 -17 20 -19 -20 -21 -22 -23 26 -25 36 -27 56 -29 -30 -31 46 32 -34 34 -36 -37 62 -39 -40 53 57 44 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 54 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.52974163336413249 0.44435323806631255 2.4119924922216507 5.3206297962438498 -0.051454286926425993 2.3130784775229065 0.48427174054659333 1.8216863565859587 0.34099784406455791 3.9524576795101165 0.221785176158628 0.12141597568219377 2.0484095220338729 -0.098059104629184879 3.3720066242218021 4.4882628382807193 0.41521418785578329 0.53576300690653567 -0.29291741571823759 0.26989935111999513 0.59063693722089139 2.1828547077178957 1.561250160762242 0.22490729641463708 0.78398962094233582 0.28891299929374303 1.7189654105642567 -9.3837905089387175e-05 1.2159529811995371 2.6481082203077233 2.1951097419045191 -0.023844742918048754 -0.0025540161147206602 0.84269578626078945 0.2484502436132992 1.4045049437454769 0.16848982498185663 0.10800209269558281 0.81544696780432646 -0.6209554603772286 0.11575492082498012 -0.006675228752426883 0.58903345439144794 0.32046187144738658 -0.082232992027487073 -0.098503471141637766 0.5880789043562753 0.6983369403415256 0.82296679449081422 0.71326079953101373 0.068501510547990571 0.05649429370954373 -0.048777407319982688 -0.041576268690566451 0.37999624100194046 -0.031467903644054919 -0.32700884333023661 -0.58014870863694412 0.57498156833648684 -0.0093418993983224886 -0.079969329226225225 -0.49917579724870875 0.14386822633646631 0.42567691269128222
leaf_weight=158 307 42 21 160 34 26 23 74 20 959 571 21 23 20 23 304 363 30 40 24 20 21 648 26 234 23 973 28 23 22 26028 2711 31 153 35 1744 395 113 39 458 653 136 162 70 43 35 27 20 31 1775 1653 48364 937 124 133 26 26 25 11328 906 29 296 46
leaf_count=158 307 42 21 160 34 26 23 74 20 959 571 21 23 20 23 304 363 30 40 24 20 21 648 26 234 23 973 28 23 22 26028 2711 31 153 35 1744 395 113 39 458 653 136 162 70 43 35 27 20 31 1775 1653 48364 937 124 133 26 26 25 11328 906 29 296 46
internal_value=0 0.218689 1.10705 0.178654 0.872958 0.566818 1.58789 0.484854 2.22597 0.145053 -0.0227495 0.148196 0.297619 1.51592 0.275452 0.701698 0.43738 0.624741 1.08858 1.74968 0.667489 0.131201 -0.0271421 1.65047 0.118296 0.606265 0.0649855 0.139737 1.71535 1.26841 -0.032098 0.0848989 0.0244884 0.145228 0.463673 0.20217 0.281717 0.447482 -0.0502393 0.0103258 0.13209 0.12815 0.0156599 0.337623 0.423871 -0.00908557 -0.0395588 -0.0398319 0.0346206 0.12333 0.105145 -0.0400638 0.0206697 -0.000441846 0.180621 0.167316 -0.0207336 0.0145576 -0.00439039 -0.0141417 -0.120152 0.0332242 0.138009
internal_weight=0 9198 399 8799 378 701 133 245 80 8098 94615 2369 2272 43 2229 327 630 53 106 66 406 2348 92246 60 2327 386 4709 2508 71 48 87537 5826 2904 2922 188 1902 788 347 139 13098 1055 2480 2873 377 179 224 74439 74412 1539 2734 2301 74392 1508 12043 257 100 2201 678 11786 2175 189 1269 441
internal_count=103813 9198 399 8799 378 701 133 245 80 8098 94615 2369 2272 43 2229 327 630 53 106 66 406 2348 92246 60 2327 386 4709 2508 71 48 87537 5826 2904 2922 188 1902 788 347 139 13098 1055 2480 2873 377 179 224 74439 74412 1539 2734 2301 74392 1508 12043 257 100 2201 678 11786 2175 189 1269 441
cat_boundaries=0 5 6 11 12 18 24 25 31 32 38 39 40 46 52 57 63 69
cat_threshold=1074823168 536887296 512 171081986 32 597 1073774592 0 0 131072 32 1669 33818124 528 276824170 8192 276832324 4096 603980416 2151841826 528682 339812392 1074274448 1056 64 67125248 512 8388640 0 8256 4096 1024 67108864 2151677952 524298 67117056 0 1024 2067 1044 277087236 276824584 285278292 8395776 75497550 12544 69287936 528 270532704 0 8196 12288 512 32 32 0 8192 0 2 4096 4194312 524304 32 98652320 35782660 2195584 16777216 0 8192
is_linear=0
shrinkage=0.01


Tree=92
num_leaves=62
num_cat=20
split_feature=25 2 16 1 1 11 24 25 4 16 14 24 10 2 2 2 9 10 14 20 1 4 24 3 2 24 11 25 1 25 10 24 25 1 9 25 8 26 3 3 24 25 7 7 1 4 8 4 24 10 10 25 25 2 10 24 25 25 25 9 3
split_gain=4.79464e+06 3.2243e+06 3.85722e+06 1.12473e+06 1.02795e+06 1.0214e+06 786438 723626 695970 749825 643736 635543 697487 551958 2.64486e+06 534520 496565 466418 894312 424709 412827 374570 334007 530404 311856 308959 301135 296355 321103 275958 269323 240069 470544 231210 199374 171875 207056 170895 170872 165344 160153 230940 277049 184890 151362 145179 144237 142804 128958 121910 104366 99944.7 93704.4 80671.6 85648.1 66870.7 94065.6 68556.6 60464.6 48232.8 40752.3
threshold=0 364.96250000000003 352.21000000000004 174.76450000000003 233.37814 252.32950000000002 1 2 73.148425000000017 437.65500000000003 65.777500000000018 3 255.92650000000003 52.029000000000003 57.868500000000004 749.57248000000016 27.223000000000003 52.911000000000008 237.24250000000004 239.24500000000003 30.078000000000007 521.79500000000019 4 108.75750000000001 3.9339500000000007 5 57.371500000000012 6 756.19086000000004 7 796.68750000000011 8 9 413.70875000000007 285.81500000000005 10 61.920000000000009 2022.5000000000002 91.472000000000023 111.55832500000001 11 12 148.37805150000003 0.45700000000000007 205.14500000000004 246.73750000000004 678.89998000000014 1085.2750000000003 13 675.38900000000001 78.450000000000003 14 15 383.96180000000004 155.79400000000004 16 17 18 19 23.039250000000003 174.76450000000003
decision_type=9 2 2 2 2 2 1 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 9 2 9 2 1 9 2 2 9 2 2 2 2 1 9 2 2 2 2 2 2 1 2 2 9 9 2 2 1 9 9 9 2 2
left_child=1 3 4 7 6 11 15 13 20 19 21 45 26 22 -15 16 -3 -7 -19 24 29 33 23 -1 47 -16 -13 28 39 40 31 32 -9 -6 -24 36 -26 -33 50 48 41 43 -43 -2 -41 59 49 52 -22 51 -8 -31 -10 54 58 56 -42 -57 -29 -5 -37
right_child=8 2 -4 5 10 17 38 30 9 -11 -12 12 -14 14 25 -17 -18 18 -20 -21 27 -23 34 -25 35 -27 -28 53 -30 46 -32 37 -34 -35 -36 60 -38 -39 -40 44 55 42 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 57 -58 -59 -60 -61 -62
leaf_value=0.35103378618195619 0.54160422743111858 2.3878725358418054 5.2674234406153362 -0.05093974407203495 2.8418111891216702 0.7227946123583564 0.33721358620203462 0.81632487859044756 0.12022271237254348 2.0279254714931763 0.05054674604664678 0.63526523429548154 2.118673736818375 3.7339375363863434 0.83604073576096982 0.26720036125183105 0.58473056515057886 3.9021305122375485 0.98038251031528822 1.5456376352764312 0.22269240324040113 0.93721446990966795 0.12860849652550274 1.4345003544330599 0.28602386682206749 0.15662157361957885 -0.48030532910273627 0.030366137188841215 1.2037934180668424 -0.025085470369573426 1.0292500851949056 0.1046360160695452 0.13706303276670492 1.7611980563630776 0.83624983764276273 0.10692207183045206 0.80729249557562643 -0.020967841117258128 -0.61474589176667049 0.58314312765114562 -0.015435120127797455 0.0076110413656695873 1.0022850000447241 -0.072310446606232578 -0.09751843449681305 0.58219812059402465 0.69135361777411564 0.70612819671630855 0.055932747581598455 0.72213537942795525 -0.44265298583290796 -0.049057138655272003 -0.041164896508015955 -0.57434721873356742 0.60677933757955382 0.019706333370081014 0.057983904174597617 -0.053093863811173439 -0.075306038613986007 -0.4941840377347223 0.42142014503479003
leaf_weight=469 200 42 21 160 36 29 78 102 571 21 23 349 31 26 102 40 24 20 22 21 648 30 1377 50 234 207 26 1124 28 28254 30 2159 1361 44 41 395 113 2174 39 136 3619 814 29 65 43 35 27 31 1653 21 22 45584 937 26 22 2034 3357 3533 1029 29 46
leaf_count=469 200 42 21 160 36 29 78 102 571 21 23 349 31 26 102 40 24 20 22 21 648 30 1377 50 234 207 26 1124 28 28254 30 2159 1361 44 41 395 113 2174 39 136 3619 814 29 65 43 35 27 31 1653 21 22 45584 937 26 22 2034 3357 3533 1029 29 46
internal_value=0 0.216513 1.09598 0.176879 0.864228 0.56115 0.480006 0.143614 -0.0225213 0.146718 1.57201 0.433006 0.660814 0.294674 0.670764 1.07769 1.73218 1.6982 2.37169 0.129893 -0.02687 1.89013 0.231151 0.446805 0.117116 0.413021 0.557919 0.0643399 0.138351 -0.0317766 0.0840549 0.0793076 0.189641 2.24747 0.148025 0.2789 0.443007 0.0415209 -0.0497369 0.12688 0.00953578 0.124224 0.0413384 0.376802 0.419632 -0.00899471 -0.0394053 0.0342795 0.104106 -0.0396778 0.165643 -0.0398945 0.0204683 -0.0205299 -0.014004 -0.000686215 0.0199281 -0.0265074 -0.0203473 -0.118951 0.136629
internal_weight=0 9198 399 8799 378 701 245 8098 94615 2369 133 630 406 2272 335 106 66 71 42 2348 92246 110 1937 519 2327 309 375 4709 2508 87537 5826 5796 1463 80 1418 788 347 4333 139 2480 13651 1108 843 265 179 224 73886 1539 2301 73859 100 73838 1508 2201 2175 12543 6976 5567 2153 189 441
internal_count=103813 9198 399 8799 378 701 245 8098 94615 2369 133 630 406 2272 335 106 66 71 42 2348 92246 110 1937 519 2327 309 375 4709 2508 87537 5826 5796 1463 80 1418 788 347 4333 139 2480 13651 1108 843 265 179 224 73886 1539 2301 73859 100 73838 1508 2201 2175 12543 6976 5567 2153 189 441
cat_boundaries=0 5 6 11 12 13 14 20 26 27 31 37 38 44 45 51 57 58 64 69 75
cat_threshold=1074823168 536887296 512 171081986 32 597 1073774592 0 0 131072 32 1669 1089 306 33818124 528 276824170 8192 276832324 4096 603980416 2147647522 528698 339812392 1082663058 1056 19 0 536870912 0 2 67125248 512 8388640 0 8256 4096 1024 67108864 0 524290 67117056 0 1024 1044 279200772 281281032 285278276 8395776 83902540 12560 69287936 528 270532704 0 8196 12288 119 67109504 2147483682 524546 67108896 1073741952 1024 640 2147483682 258 65536 1074266240 98652320 35651584 2195584 16777216 0 8192
is_linear=0
shrinkage=0.01


Tree=93
num_leaves=61
num_cat=10
split_feature=0 25 25 5 16 4 8 16 1 0 6 1 3 8 10 25 5 9 3 25 0 0 10 0 3 0 3 4 1 0 1 5 25 4 26 9 0 4 17 25 5 1 26 1 6 5 19 1 18 25 13 25 11 26 25 3 25 10 4 1
split_gain=5.1339e+06 2.77439e+06 2.3294e+06 1.81919e+06 1.72498e+06 867132 2.10887e+06 972395 788174 580217 578903 532418 1.26846e+06 451061 425628 410621 406077 419468 402182 372944 1.25028e+06 462871 366869 322602 340035 628170 311200 288169 518270 269672 266547 256107 259211 276336 253938 239258 205053 200516 187875 176758 174516 168349 147006 146150 143596 129498 127049 120779 103528 103188 95434.1 89568.8 87590.2 97232 77975.1 77373.1 58593.1 44963.2 43985.4 26409
threshold=166.61000000000004 0 1 678.89998000000014 66.434874999999991 229.75969200000003 678.89998000000014 182.29140000000004 210.63000000000002 28.148500000000002 1424.6500000000003 383.83325000000008 22.155750000000005 490.81062000000003 245.27500000000003 2 421.77600000000007 172.78900000000002 888.10000000000014 3 29.590250000000001 135.39907500000001 48.152500000000011 176.94686850000002 297.47500000000008 883.10000000000014 17.426900000000007 1.5693300000000003 226.32900000000004 438.42500000000007 190.85750000000002 39.280380000000001 4 87.012500000000017 2022.5000000000002 457.46200000000005 53.937500000000007 106.765 46.47140000000001 5 678.89998000000014 180.57000000000002 2022.5000000000002 16.910250000000001 119.62250000000002 205.87950000000004 523.93700000000013 884.13250000000005 422.53750000000008 6 34.843750000000007 7 261.58250000000004 2022.5000000000002 8 94.19250000000001 9 23.028930000000003 22.819299999999998 6.4775000000000009
decision_type=2 9 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 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 9 2 2 9 2 9 2 2 2
left_child=2 3 5 8 -5 10 7 14 23 31 15 12 -10 35 30 27 17 -13 42 20 -11 41 -14 26 25 -25 -2 28 -1 -26 -7 39 33 40 -23 49 -29 43 44 47 -33 -22 -17 56 -39 -35 51 48 -4 50 55 -41 53 -51 -45 -3 -21 59 -59 -34
right_child=1 13 9 4 -6 6 -8 -9 11 19 -12 16 22 -15 -16 18 -18 -19 -20 37 21 34 -24 24 29 -27 -28 36 -30 -31 -32 32 57 45 -36 -37 -38 38 -40 46 -42 -43 -44 54 -46 -47 -48 -49 -50 52 -52 -53 -54 -55 -56 -57 -58 58 -60 -61
leaf_value=0.2306180903899821 2.177210997390747 0.32544284705002358 -0.0044413279947400621 1.1118699994169432 4.7361792149146398 0.090215809373921138 3.7584606657028203 2.5253195063273113 3.6545055425578155 2.5910597902795542 1.7814906792413621 0.87452395755253476 0.5160795195479142 1.3552318376483339 1.3818604883726906 0.11474454426832004 -0.37456015110015872 2.4457590121314641 1.3348629043579101 0.036901288387827968 0.096293575015793678 1.648141596100547 2.189336141169071 0.32142956427278668 1.7285395710468294 1.7041739337974124 0.50365311348438258 -0.12708830003014004 0.90876800010434722 0.38771282116572059 0.8612638401535323 0.098416687987365969 -0.048684975080362715 0.78897338366154401 0.32670605182647705 1.2297121261415027 0.43018362607170896 0.10880028920100747 1.1509700602751511 -0.028969778767358848 0.96263355255126959 0.79219227275332882 0.011167478300823781 0.22945037274156765 0.91849207630524266 0.15356511303719056 0.75570160675048825 0.72188516368036693 0.69822466714041564 0.19070334038528208 -0.24059666706965518 -0.051501339161853857 0.71308086955029026 -0.010286521582515694 0.044427554545691236 0.83931518435478214 -0.052398968414953624 0.029084232990558331 0.35457170193312598 0.054909484803479895
leaf_weight=2127 25 212 13809 29 24 291 20 21 29 23 21 89 38 33 34 2776 20 21 25 1527 575 33 20 376 40 36 20 339 119 24 53 885 1310 101 26 21 82 139 26 32037 24 37 2706 457 26 47 20 23 21 474 26 39580 23 489 478 34 1398 130 61 303
leaf_count=2127 25 212 13809 29 24 291 20 21 29 23 21 89 38 33 34 2776 20 21 25 1527 575 33 20 376 40 36 20 339 119 24 53 885 1310 101 26 21 82 139 26 32037 24 37 2706 457 26 47 20 23 21 474 26 39580 23 489 478 34 1398 130 61 303
internal_value=0 0.487749 -0.0114204 0.9515 2.75307 0.145811 0.589699 0.430864 0.835012 -0.0259816 0.123294 1.34139 1.94688 0.199384 0.314505 0.119034 0.936172 1.17449 0.0692626 0.0817408 0.294258 0.219915 1.09306 0.624103 0.547593 0.442252 1.43341 0.220717 0.266549 1.22573 0.209011 -0.0317699 0.0612988 0.184729 1.06581 0.171121 -0.018546 0.0444971 0.360886 -0.0348846 0.121234 0.138366 0.0636173 0.0289569 0.236388 0.587188 -0.0412051 -0.00216867 -0.00337437 0.153449 0.323671 -0.0414334 0.102173 0.0886431 0.13779 0.396466 -0.00583264 -0.011979 0.133036 -0.0292249
internal_weight=0 2103 101710 791 53 8614 419 399 738 93096 8195 217 87 1312 378 8174 130 110 5507 4745 694 671 58 521 476 412 45 2667 2246 64 344 88351 2861 1057 59 1279 421 4051 191 85490 909 612 5482 3860 165 148 71637 13853 13830 1258 272 71617 986 963 935 246 2925 1804 191 1613
internal_count=103813 2103 101710 791 53 8614 419 399 738 93096 8195 217 87 1312 378 8174 130 110 5507 4745 694 671 58 521 476 412 45 2667 2246 64 344 88351 2861 1057 59 1279 421 4051 191 85490 909 612 5482 3860 165 148 71637 13853 13830 1258 272 71617 986 963 935 246 2925 1804 191 1613
cat_boundaries=0 3 9 14 18 24 30 36 42 48 54
cat_threshold=1081344 0 268436000 1074823168 536887296 512 175276330 262176 32 1073774592 536870912 0 136445952 32 67108864 33554432 65642 1024 279688 32 226 65600 268443652 4352 536887936 2147648034 528702 335622144 1149771922 1024 8389120 536870928 0 32768 8196 256 371459076 281280528 159416384 2172651520 2164277580 12560 33818112 512 2097152 0 0 12288 11355660 2097168 278929408 64 68 4096
is_linear=0
shrinkage=0.01


Tree=94
num_leaves=64
num_cat=8
split_feature=0 25 2 25 5 5 4 1 16 6 0 4 18 6 10 4 11 0 25 7 25 0 0 1 5 13 4 1 26 26 13 1 6 15 2 12 4 10 25 26 25 26 2 7 1 0 0 2 4 4 6 12 12 25 13 1 6 12 25 7 2 0 4
split_gain=5.03174e+06 2.71918e+06 2.58885e+06 2.28274e+06 1.49149e+06 964304 765294 1.18874e+06 632892 620069 564761 534619 808846 1.04852e+06 528440 502021 563340 445731 382093 370862 361244 882464 428013 315377 314416 293975 282434 507956 274421 257883 450744 499830 283116 255785 204652 202926 190123 248444 187614 186853 183580 167143 258379 187346 164347 162401 155716 301853 153402 139649 139625 135849 157259 133224 122229 117224 106587 103854 98552.6 98365.5 92689.7 78171.6 64694.8
threshold=166.61000000000004 0 364.96250000000003 1 678.89998000000014 421.77600000000007 229.75969200000003 469.21250000000003 182.29140000000004 1424.6500000000003 27.499000000000006 174.23250000000002 42.781000000000013 243.82689999999999 245.27500000000003 8.0827500000000025 29.932147000000004 468.98000000000008 2 86.001500000000007 3 29.239750000000004 135.39907500000001 13.770262500000003 96.745000000000019 326.59750000000003 1.5693300000000003 226.32900000000004 2022.5000000000002 2022.5000000000002 64.038300000000007 39.3980915 63.922000000000004 137.55900000000003 68.749700000000004 218.14250000000004 422.73350000000011 25.519550000000006 4 2022.5000000000002 5 2022.5000000000002 597.17782000000011 448.18200000000007 180.57000000000002 883.10000000000014 252.70150000000004 65.68125000000002 85.431000000000026 108.75750000000001 173.40750000000003 79.340000000000018 186.94500000000002 6 49.990000000000002 884.13250000000005 42.158175000000007 283.49220000000008 7 264.10000000000008 165.38000000000002 212.52070000000001 156.17100000000002
decision_type=2 9 2 9 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 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2
left_child=3 2 11 6 5 15 9 8 14 18 24 29 13 17 35 -4 -17 -13 26 51 21 -12 44 39 36 38 27 -1 -24 32 59 -32 45 -28 49 -8 40 -38 48 -21 55 42 -20 -43 -23 -2 -25 -48 -26 58 -36 53 -53 62 -51 -5 -42 -54 -22 -31 61 -55 -3
right_child=1 19 4 10 -6 -7 7 -9 -10 -11 20 12 -14 -15 -16 16 -18 -19 41 23 34 22 28 46 25 -27 33 -29 -30 30 31 -33 -34 -35 50 -37 37 -39 -40 -41 56 43 -44 -45 -46 -47 47 -49 -50 54 -52 52 57 60 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.22831191120500233 0.74823592888272328 0.28947613307274878 3.0860338895385331 9.7875556678787398e-05 4.5155004769822824 -0.10542094417240309 0.13683801429502426 2.4841788469950359 2.1492350244522096 1.8844691858291627 1.9373530907784737 0.46389372617967667 -0.40461273486797622 2.8972779163947475 1.509162988101735 0.80200930840628493 2.8441115535389292 2.0033011704904062 0.11852044173537557 1.0674790029525756 0.06297949560367587 0.097723906513334319 1.6316601523486052 0.47653047152927946 0.17592282037220092 1.3301371030807496 -0.099325405117712526 0.89968034022495535 0.28568400825772966 0.093799154624133046 0.13317076690735355 1.9596170570110454 -0.35435292287306352 0.73204528950336512 0.21637520305259139 1.1761125254631042 0.16277563823489694 1.361877034187317 -0.0013321375899778849 -0.061236518989909783 -0.041760647930140594 0.00073984888457386683 1.2595174289941788 0.58557114056178505 0.78427034558476638 1.629540936221247 2.4350685547590256 0.78683359374999995 0.632400165732657 0.21206453868008535 1.0206415466057217 1.2968281900315057 -0.28716120147705076 -0.072407349580471667 1.06252574634552 0.71466629442961327 0.039563821824557137 0.68854035596052809 -0.040900700988327439 -0.6552661056518555 -0.27330922331128799 0.14884507165182775 0.86198162794113165
leaf_weight=2127 230 192 37 12513 23 23 310 30 20 20 31 62 26 39 34 35 22 27 2589 20 1750 605 33 21 426 20 380 119 28 142 31 29 22 41 351 20 127 20 694 55 73004 2504 20 56 37 23 20 25 89 109 23 21 20 218 20 23 1648 24 1889 20 77 597 22
leaf_count=2127 230 192 37 12513 23 23 310 30 20 20 31 62 26 39 34 35 22 27 2589 20 1750 605 33 21 426 20 380 119 28 142 31 29 22 41 351 20 127 20 694 55 73004 2504 20 56 37 23 20 25 89 109 23 21 20 218 20 23 1648 24 1889 20 77 597 22
internal_value=0 0.482872 0.941985 -0.011306 2.18754 1.72991 0.147837 0.567062 0.417287 0.125932 -0.0254042 0.688593 1.20341 1.53003 0.322125 2.17898 1.59019 0.930905 0.121444 0.19739 0.0793692 0.282316 0.21335 0.683411 -0.0311755 0.127658 0.21851 0.263883 1.01384 0.529073 0.275547 1.01595 0.733738 -0.0183606 0.0426208 0.199824 -0.0334107 0.325919 0.107766 0.239754 -0.0340165 0.0708022 0.127267 0.013533 0.137291 0.828355 1.18757 1.51938 0.249956 0.0205783 0.265835 0.140554 0.584848 0.114443 0.343919 0.00140778 -0.03996 0.24504 0.0091161 0.00132196 0.0576839 0.0896634 0.332781
internal_weight=0 2103 791 101710 140 117 8270 414 384 7856 93440 651 154 128 364 94 57 89 7836 1312 4876 734 703 141 88564 1229 2667 2246 61 497 222 60 275 421 4142 330 87335 147 1209 75 87188 5169 2609 2560 642 253 66 45 515 3768 374 1171 65 1106 129 12536 74652 44 3639 162 892 815 214
internal_count=103813 2103 791 101710 140 117 8270 414 384 7856 93440 651 154 128 364 94 57 89 7836 1312 4876 734 703 141 88564 1229 2667 2246 61 497 222 60 275 421 4142 330 87335 147 1209 75 87188 5169 2609 2560 642 253 66 45 515 3768 374 1171 65 1106 129 12536 74652 44 3639 162 892 815 214
cat_boundaries=0 3 8 13 18 24 30 36 41
cat_threshold=1081344 0 268436000 1074823168 536887296 512 175276298 32 1073774592 536870912 0 136445952 32 67108864 33554432 65642 1024 268435456 279684 544 268435552 65536 8260 256 536887936 2147647522 528698 335622176 1149771922 1056 75497472 16 0 32768 8196 256 61146624 2149581312 270540800 64 4
is_linear=0
shrinkage=0.01


Tree=95
num_leaves=61
num_cat=9
split_feature=0 2 4 25 25 1 1 0 0 4 0 3 24 2 2 5 1 8 6 14 0 25 4 16 2 15 20 12 0 3 1 25 4 4 10 20 5 3 25 11 24 0 24 1 1 16 0 10 8 11 0 10 1 3 3 0 3 1 24 1
split_gain=6.37164e+06 4.16342e+06 2.73729e+06 2.26917e+06 1.39283e+06 1.37534e+06 1.17295e+06 1.57306e+06 1.28849e+06 639797 598030 563156 544222 764813 4.65418e+06 580611 491043 467081 439619 414953 471405 413311 396540 438739 369877 367793 347928 326143 306687 274857 295256 273894 272535 227744 226810 219482 208576 180259 169170 164929 143559 491712 142313 141280 231711 111780 108474 101131 202874 94832.4 88361.4 82325 70066.9 63643.8 55743 50046.9 45018.6 27684 19176.1 3392.99
threshold=162.49250000000004 440.02900000000005 672.57974000000002 0 1 511.45025000000004 383.83325000000008 6.6497500000000009 85.033590000000018 672.57974000000002 883.10000000000014 117.54253850000002 2 54.609000000000002 66.795000000000016 392.81250000000006 41.632000000000012 117.70800000000001 91.254000000000019 1.6551500000000001 335.27750000000009 3 371.41875000000005 45.505285000000008 1070.9310000000003 5.6065500000000013 21.939000000000004 239.70000000000002 228.21400000000003 111.55832500000001 884.13250000000005 4 87.012500000000017 201.55000000000004 236.58700000000002 1.2639500000000001 421.77600000000007 64.738000000000014 5 15.585000000000003 6 883.10000000000014 7 884.13250000000005 511.45025000000004 18.078750000000003 1438.4900000000002 2.7827000000000011 48.07500000000001 119.85550000000002 7.5935000000000015 147.34650000000002 13.532500000000001 133.98500000000004 130.27000000000001 68.077500000000015 30.224000000000004 469.21250000000003 8 756.19086000000004
decision_type=2 2 2 9 9 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 9 2 2 2 2 2 2 9 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=3 4 5 6 10 19 9 25 -9 12 22 46 13 15 -15 -1 24 56 38 20 -3 29 23 26 31 43 -2 40 -24 30 39 42 -20 36 -30 -35 -33 -22 -14 -18 41 53 54 44 -8 52 -12 48 -31 -25 -44 57 -42 -6 -5 -49 -11 58 -23 -59
right_child=1 2 -4 16 27 -7 7 8 -10 17 11 -13 18 14 -16 -17 21 -19 32 -21 37 51 28 49 -26 -27 -28 -29 34 47 -32 33 -34 35 -36 -37 -38 -39 -40 -41 45 -43 50 -45 -46 -47 -48 55 -50 -51 -52 -53 -54 -55 -56 -57 -58 59 -60 -61
leaf_value=0.1465175993587805 0.56062026766464113 0.49740750567118325 5.4770948146638423 -0.051530423930990644 0.11133214289982489 3.4408010433566187 -0.060899054209391283 3.7820862109907747 0.5295906788962228 0.38296521103900411 1.2854344495567116 2.7716616741816207 -0.054919995501179271 5.3403000035285952 0.37604659567012905 1.3039044553583319 0.080577028361323105 2.2376730103926228 0.20761242357992579 0.071017686503548769 2.7633057975769044 0.0036039812947193189 0.10129116240001861 -0.50594070858425566 1.045583240389824 1.6065516612840736 1.8959603683948518 1.14805402247111 1.1595012084264604 0.49370452684558125 1.3392859282493592 -0.038511666594071688 0.78469152174263357 0.16059779976707661 2.3818213515281679 1.2418648071289062 0.4379187109159387 1.451570387840271 0.072822849792124278 0.31846773062770922 -0.094758067546743097 1.7447754791804724 0.019956967167191756 -0.23617403662481973 0.81369108034216842 0.72657050609588625 0.39873348409479314 0.074557803656046209 1.5376479209553111 0.26221845512390135 0.1056529403000448 0.59072348356246951 0.17690843309535356 0.65007058540980023 0.22807137569029856 0.52768120716779665 0.95126035499572748 -0.17451149673461913 -0.073116903675456188 -0.30082935023952173
leaf_weight=2907 800 30 21 3068 254 31 54 29 21 46 37 24 1860 20 339 44 1820 22 348 31 22 529 21 45 32 23 20 30 63 121 20 76489 107 306 20 20 92 20 2318 347 428 21 8104 43 69 20 22 65 22 25 1413 20 122 24 73 39 20 50 857 37
leaf_count=2907 800 30 21 3068 254 31 54 29 21 46 37 24 1860 20 339 44 1820 22 348 31 22 529 21 45 32 23 20 30 63 121 20 76489 107 306 20 20 92 20 2318 347 428 21 8104 43 69 20 22 65 22 25 1413 20 122 24 73 39 20 50 857 37
internal_value=0 0.542009 2.1202 -0.010492 0.418213 1.59412 0.148182 0.838717 2.41604 0.127817 0.658573 1.48016 0.118422 0.21614 0.652607 0.163774 -0.0245363 0.9758 0.0480384 1.03833 1.45481 0.0849109 0.596595 0.528319 -0.029336 0.421436 0.59319 0.121584 1.18089 0.164868 0.129833 -0.0297201 0.343321 -0.0368118 1.45404 0.226933 -0.0379393 2.13867 0.015996 0.11867 0.0875468 0.260584 0.0133859 0.257233 0.429725 -0.00765899 0.9548 0.48175 0.654311 -0.231598 0.032646 -0.0462353 -0.0344975 0.157842 -0.0448893 0.244479 0.555176 -0.0551976 -0.0443361 -0.228233
internal_weight=0 2131 155 101794 1976 134 8270 239 50 8031 1077 83 7943 3310 359 2951 93524 88 4633 103 72 3927 994 890 89597 189 820 899 104 2434 2187 89565 455 76907 83 326 76581 42 4178 2167 869 299 12658 166 123 570 59 247 143 70 9517 1493 550 278 3141 104 66 1473 1386 87
internal_count=103925 2131 155 101794 1976 134 8270 239 50 8031 1077 83 7943 3310 359 2951 93524 88 4633 103 72 3927 994 890 89597 189 820 899 104 2434 2187 89565 455 76907 83 326 76581 42 4178 2167 869 299 12658 166 123 570 59 247 143 70 9517 1493 550 278 3141 104 66 1473 1386 87
cat_boundaries=0 5 11 12 18 24 29 30 31 32
cat_threshold=1081344 536887296 4608 174227746 786464 9486340 512 544 33554432 68 256 91 111416844 512 10551530 0 268443716 4096 1409287040 4325378 268960186 68169728 1610637456 1056 1048576 536870912 512 131328 262144 3360 2688 1108
is_linear=0
shrinkage=0.01


Tree=96
num_leaves=64
num_cat=11
split_feature=0 2 4 25 25 1 1 0 0 4 0 3 24 2 2 5 1 26 24 4 14 0 25 1 2 15 24 4 7 0 3 1 25 2 4 13 26 4 5 13 0 5 3 25 24 0 11 24 9 1 1 16 5 3 0 10 0 4 3 1 24 1 26
split_gain=6.24484e+06 4.08057e+06 2.68282e+06 2.22402e+06 1.36511e+06 1.34797e+06 1.14961e+06 1.54176e+06 1.26285e+06 627065 586130 551949 533389 749593 4.56156e+06 569057 481257 427557 506672 427935 406696 462024 405104 384276 362516 360474 331599 317650 279707 445419 269388 289380 268443 264026 421378 257134 246093 223212 204426 195699 216472 187264 176671 169995 163088 411211 161647 139481 138988 138469 227100 133846 97381.8 90109.7 86603 80687.9 65977.4 55737.5 54633.7 27131.5 18799 3325.46 785.929
threshold=162.49250000000004 440.02900000000005 672.57974000000002 0 1 511.45025000000004 383.83325000000008 6.6497500000000009 85.033590000000018 672.57974000000002 883.10000000000014 117.54253850000002 2 54.609000000000002 66.795000000000016 392.81250000000006 41.632000000000012 2022.5000000000002 3 147.65000000000003 1.6551500000000001 335.27750000000009 4 210.63000000000002 1070.9310000000003 5.6065500000000013 5 169.65250000000003 138.14056700000003 53.937500000000007 111.55832500000001 884.13250000000005 6 79.975000000000023 1085.2750000000003 41.690000000000005 2022.5000000000002 201.55000000000004 421.77600000000007 108.94300000000001 252.70150000000004 11.211 64.738000000000014 7 8 883.10000000000014 15.585000000000003 9 18.130500000000001 884.13250000000005 511.45025000000004 18.078750000000003 190.63000000000002 133.98500000000004 7.5935000000000015 147.34650000000002 1077.3535000000002 152.04240000000001 130.27000000000001 469.21250000000003 10 756.19086000000004 2022.5000000000002
decision_type=2 2 2 9 9 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 9 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=3 4 5 6 10 20 9 25 -9 12 17 36 13 15 -15 -1 24 18 23 -20 21 -3 30 -2 32 49 27 -19 43 -30 31 46 47 34 -11 -28 -12 38 -34 44 -41 -39 -23 -14 45 53 -18 58 52 50 -8 56 -32 -6 -49 59 -46 -50 -5 60 -24 -61 -51
right_child=1 2 -4 16 39 -7 7 8 -10 33 11 -13 28 14 -16 -17 22 26 19 -21 -22 42 55 -25 -26 -27 35 -29 29 -31 48 -33 37 -35 -36 -37 -38 41 -40 40 -42 -43 -44 -45 51 -47 -48 54 57 62 -52 -53 -54 -55 -56 -57 -58 -59 -60 61 -62 -63 -64
leaf_value=0.14505242440435623 0.96731535771018584 0.49243341191609702 5.4223239044916065 -0.05101511971080358 0.12335021834611892 3.406393068375126 -0.060290067814014574 3.7442653986503336 0.5242947800954183 -0.084989920722113727 1.4800566210065569 2.7439450605710345 -0.038309316276232346 5.2868972053527834 0.37228613880619543 1.2908654026551678 0.079771259088222718 0.45170485488407275 0.22588281231633783 1.0898524769046638 0.070307504794289988 2.7356727392023261 0.0035686099016434187 1.9526089534759521 1.0351274555921555 1.5904861864836322 -0.17148446127159953 1.3332792200491981 0.21070326531879485 1.4859020731449126 0.55674628831341233 1.3258930225372314 -0.038126549853287624 1.8605136060714722 1.5506793458121164 0.54269973107359626 0.16532900551954907 0.093651449338373438 0.43353952584059341 0.087537411735171364 1.5412134816646577 0.66311877346038817 1.4370547208786011 0.08738873302882047 -0.012069077428024596 1.5996410950747404 0.31528305263594009 0.019757398287473495 0.29149449861508148 -0.27558145783164284 0.80555418042169091 0.79068788146972657 1.3020567564964296 0.77743373539136795 0.10459640860473191 0.58481623172760011 -0.4441450300969576 -0.31219233083724979 0.22579065328591491 -0.17276638183593751 -0.072394167887843988 -0.29782105858261521 -0.19005411783854168
leaf_weight=2907 190 30 21 3068 250 31 54 29 21 36 35 24 2111 20 339 44 1820 191 209 79 31 22 529 50 32 23 146 52 315 30 142 20 76489 24 28 77 24 251 92 21 20 75 20 2177 505 22 347 8104 65 22 69 20 20 23 1413 20 38 20 73 50 857 37 21
leaf_count=2907 190 30 21 3068 250 31 54 29 21 36 35 24 2111 20 339 44 1820 191 209 79 31 22 529 50 32 23 146 52 315 30 142 20 76489 24 28 77 24 251 92 21 20 75 20 2177 505 22 347 8104 65 22 69 20 20 23 1413 20 38 20 73 50 857 37 21
internal_value=0 0.536588 2.099 -0.0103871 0.414031 1.57818 0.146701 0.830329 2.39188 0.126539 0.651987 1.46536 0.117238 0.213978 0.646081 0.162137 -0.024291 0.590629 0.78547 0.447342 1.02795 1.44026 0.08406 1.12568 -0.0290427 0.417221 0.369865 0.615044 0.0475584 0.32159 0.163219 0.128534 -0.0294229 0.966042 0.630615 0.0718933 0.945252 -0.0364436 -0.0375599 0.120368 0.796648 0.224664 2.11728 0.0256215 0.0894545 0.275117 0.117484 0.0132521 0.476933 0.254661 0.425427 -0.0124933 0.64876 0.178456 0.0323196 -0.0457775 -0.0423064 0.149451 -0.0444404 -0.0546503 -0.0438977 -0.225951 -0.233812
internal_weight=0 2131 155 101794 1976 134 8270 239 50 8031 1077 83 7943 3310 359 2951 93524 994 528 288 103 72 3927 240 89597 189 466 243 4633 345 2434 2187 89565 88 64 223 59 76907 76581 899 41 326 42 4288 858 295 2167 12658 247 166 123 563 162 273 9517 1493 543 85 3141 1473 1386 87 43
internal_count=103925 2131 155 101794 1976 134 8270 239 50 8031 1077 83 7943 3310 359 2951 93524 994 528 288 103 72 3927 240 89597 189 466 243 4633 345 2434 2187 89565 88 64 223 59 76907 76581 899 41 326 42 4288 858 295 2167 12658 247 166 123 563 162 273 9517 1493 543 85 3141 1473 1386 87 43
cat_boundaries=0 5 11 12 13 19 20 26 31 32 33 34
cat_threshold=1081344 536887296 4608 174227746 786464 9486340 512 544 33554432 68 256 91 2134 111416844 512 10551530 0 268443716 4096 1083 1409287040 4325378 268960186 68169728 1610637456 1056 1048576 536870912 512 164096 262144 3360 2688 1108
is_linear=0
shrinkage=0.01


Tree=97
num_leaves=61
num_cat=10
split_feature=0 2 4 25 25 1 1 0 0 4 0 3 24 2 2 5 1 8 6 26 8 24 25 2 3 15 24 12 4 1 4 3 1 25 20 26 4 20 5 0 11 24 0 24 9 8 1 1 16 0 0 10 1 4 3 26 1 24 1 26
split_gain=6.12057e+06 3.99936e+06 2.62943e+06 2.17978e+06 1.33795e+06 1.32115e+06 1.12673e+06 1.51108e+06 1.23772e+06 614585 574466 540966 522768 734676 4.47079e+06 557733 471665 456285 429051 419049 706709 478081 397060 355302 353765 353300 325000 317929 311328 280063 265672 264027 283621 263185 253047 241196 220016 214264 200370 166071 158430 143510 337373 137814 136222 171213 135713 222581 101825 84588.4 80385 79083.4 77743.9 54628.4 53623.6 48953.7 26590.2 18429.3 3259.29 770.289
threshold=162.49250000000004 440.02900000000005 672.57974000000002 0 1 511.45025000000004 383.83325000000008 6.6497500000000009 85.033590000000018 672.57974000000002 883.10000000000014 117.54253850000002 2 54.609000000000002 66.795000000000016 392.81250000000006 41.632000000000012 117.70800000000001 91.254000000000019 2022.5000000000002 225.65850000000003 3 4 1070.9310000000003 7.7340000000000009 5.6065500000000013 5 239.70000000000002 169.65250000000003 114.30865000000001 87.012500000000017 111.55832500000001 884.13250000000005 6 4.402000000000001 2022.5000000000002 201.55000000000004 1.2639500000000001 421.77600000000007 43.395400000000002 15.585000000000003 7 748.92250000000013 8 18.130500000000001 48.07500000000001 884.13250000000005 511.45025000000004 68.610000000000028 7.5935000000000015 1077.3535000000002 147.34650000000002 108.75750000000001 152.04240000000001 130.27000000000001 2022.5000000000002 469.21250000000003 9 756.19086000000004 2022.5000000000002
decision_type=2 2 2 9 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 9 2 2 2 1 2 2 2 2 2 2 9 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
left_child=3 4 5 6 10 24 9 25 -9 12 19 35 13 15 -15 -1 23 55 39 20 21 -2 31 33 -3 46 28 41 -21 -26 -20 32 40 43 -28 -12 38 -38 -35 -14 -18 42 52 54 45 -33 47 -8 50 -45 -43 56 -6 -46 -5 -11 57 -24 -58 -48
right_child=1 2 -4 16 27 -7 7 8 -10 17 11 -13 18 14 -16 -17 22 -19 30 26 -22 -23 51 -25 29 -27 34 -29 -30 -31 -32 44 -34 36 -36 -37 37 -39 -40 -41 -42 48 -44 49 53 -47 59 -49 -50 -51 -52 -53 -54 -55 -56 -57 58 -59 -60 -61
leaf_value=0.14360189971160675 0.34859155766747213 1.7531606512069704 5.3681006059192473 -0.050691952501351646 0.10667086000072545 3.3723291803175401 -0.059687161622224032 3.7068227327281034 0.51905181884765628 0.24230716896057128 1.465256075177874 2.7165056157112124 -0.001501639195490119 5.2340281591415412 0.36856327685195084 1.277956741506403 0.078973546071407885 2.2035855293273925 0.20480579438565791 0.44718779221879251 2.2424907319776475 1.0132274561381538 0.0035335855241277444 1.0247761821746826 -0.2446893053329908 1.5745813062916632 -0.070980030459926485 1.1326162732442222 1.3199464222101065 1.1095984283653466 0.77457293347777612 0.49366610382030263 1.3126341960430146 -0.037760472224199218 0.85508234521320892 0.16367569029331208 0.15778925937121033 1.2262318096160889 0.42920412695926169 0.25021575679558455 0.31213021930940554 -0.00037045212716378998 1.4080665536721548 0.019601333954382395 0.28857954756629012 1.3534592887333461 -0.27282563036138358 0.79749862809112104 0.66040909246964885 0.10340262553941781 -0.47105537133339126 0.57896809053421028 0.63986601937201715 -0.30907040119171142 0.22353275777542428 0.78926377879248721 -0.17103871421813963 -0.071678576340862346 -0.29484284813339645 -0.18815357844034833
leaf_weight=2907 265 40 21 3078 232 31 54 29 21 30 35 24 3897 20 339 44 1820 22 348 191 31 232 529 32 26 23 188 30 52 37 107 134 20 76453 35 24 305 20 92 281 347 521 24 8130 65 28 22 69 22 1414 39 20 31 20 73 36 50 857 37 21
leaf_count=2907 265 40 21 3078 232 31 54 29 21 30 35 24 3897 20 339 44 1820 22 348 191 31 232 529 32 26 23 188 30 52 37 107 134 20 76453 35 24 305 20 92 281 347 521 24 8130 65 28 22 69 22 1414 39 20 31 20 73 36 50 857 37 21
internal_value=0 0.531223 2.07801 -0.0102833 0.40989 1.5624 0.145234 0.822026 2.36796 0.125274 0.645467 1.4507 0.116066 0.211839 0.63962 0.160515 -0.0240481 0.956382 0.0470839 0.584723 0.777615 0.686245 0.0832176 -0.0287522 1.01767 0.413049 0.366167 0.119164 0.608894 0.550686 0.338795 0.161587 0.127249 -0.0291286 0.0711744 0.9358 -0.0360921 0.22354 -0.0371992 0.0154281 0.116309 0.0855488 0.263896 0.0130546 0.472163 0.642272 0.252114 0.421173 -0.00681616 0.0319835 -0.0331503 -0.0453243 0.169519 0.147956 -0.0441987 0.540647 -0.0541085 -0.0434637 -0.223691 -0.231474
internal_weight=0 2131 155 101794 1976 134 8270 239 50 8031 1077 83 7943 3310 359 2951 93524 88 4633 994 528 497 3927 89597 103 189 466 899 243 63 455 2434 2187 89565 223 59 76870 325 76545 4178 2167 869 287 12695 247 162 166 123 582 9544 560 1493 263 85 3151 66 1473 1386 87 43
internal_count=103925 2131 155 101794 1976 134 8270 239 50 8031 1077 83 7943 3310 359 2951 93524 88 4633 994 528 497 3927 89597 103 189 466 899 243 63 455 2434 2187 89565 223 59 76870 325 76545 4178 2167 869 287 12695 247 162 166 123 582 9544 560 1493 263 85 3151 66 1473 1386 87 43
cat_boundaries=0 5 11 12 13 19 20 26 27 28 29
cat_threshold=1081344 536887296 4608 174227746 786464 9486340 512 544 33554432 68 256 91 1960 111416844 512 10551530 0 268443716 4096 1083 1409287040 4325378 268960186 68169728 1610637458 1056 2352 2688 1108
is_linear=0
shrinkage=0.01


Tree=98
num_leaves=64
num_cat=13
split_feature=0 2 4 25 25 1 1 0 0 4 4 24 24 2 2 5 8 26 2 8 6 3 26 18 3 15 6 12 25 25 2 9 7 1 3 1 18 2 0 3 24 10 4 16 2 25 4 24 0 5 2 1 1 25 25 16 24 4 25 0 1 0 3
split_gain=6.0002e+06 3.91945e+06 2.5771e+06 2.1364e+06 1.31196e+06 1.29486e+06 1.1043e+06 1.48101e+06 1.21309e+06 602355 568632 603957 512365 720056 4.38182e+06 546634 505446 753683 463416 447205 420513 399469 389996 351950 346725 346270 329287 311603 295014 287112 907864 447577 282295 274490 211885 221111 180065 268059 179331 222233 174645 169723 189497 163375 190091 162821 144902 140654 330659 134192 149023 133013 218151 126098 100781 99798.8 95184.2 80629.8 79969.1 78785.3 76196.8 76057.2 62466.1
threshold=162.49250000000004 440.02900000000005 672.57974000000002 0 1 511.45025000000004 383.83325000000008 6.6497500000000009 85.033590000000018 672.57974000000002 169.65250000000003 2 3 54.609000000000002 66.795000000000016 392.81250000000006 8.0915000000000017 2022.5000000000002 22.153894000000005 117.70800000000001 91.254000000000019 439.62900000000008 2022.5000000000002 132.16500000000005 7.7340000000000009 5.6065500000000013 200.23362600000004 239.70000000000002 4 5 472.9221300000001 90.026100000000028 130.63025000000002 114.30865000000001 123.21700000000001 111.55832500000001 1.6149 272.24748000000005 7.5935000000000015 170.74000000000004 6 36.661000000000008 156.17100000000002 90.28700000000002 8.6460000000000026 7 137.69150000000005 8 748.92250000000013 180.91300000000004 5.0070000000000006 884.13250000000005 511.45025000000004 9 10 68.610000000000028 11 277.77250000000009 12 1077.3535000000002 108.75750000000001 354.51980000000003 130.27000000000001
decision_type=2 2 2 9 9 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 1 2 2 2 2 2 9 9 2 1 2 9 2 2 2 2
left_child=3 4 5 6 10 24 9 25 -9 12 11 21 13 15 -15 -1 34 -18 28 -11 45 22 -2 -19 -3 51 29 47 38 30 31 -20 -22 -26 61 -36 37 -28 56 40 -40 53 -43 44 -13 -14 54 48 60 50 -48 52 -8 -31 -30 59 62 -51 -58 -49 -6 -12 -5
right_child=1 2 -4 18 27 -7 7 8 -10 19 16 43 20 14 -16 -17 17 23 26 -21 32 -23 -24 -25 33 -27 36 -29 46 41 -32 -33 -34 -35 35 -37 -38 -39 39 -41 -42 42 -44 -45 -46 -47 49 55 -50 57 -52 -53 -54 -55 -56 -57 58 -59 -60 -61 -62 -63 -64
leaf_value=0.14216588254088916 0.92924198651653178 1.7356290402412415 5.3144196610223684 -0.058969143218517178 0.10560415147643153 3.3386058635096396 -0.059090290776005493 3.6697544768760948 0.51386130923316597 0.53524067878723147 0.5016959928211413 0.061603707447648051 -0.054295926850707457 5.1816881332397466 0.36487763831749076 1.2651771398024125 2.8419695515185595 1.4299474815112441 0.12059788566153386 2.1815497606450864 0.2134366688440866 2.0161087369918822 0.34082570485295138 0.018652009963989257 -0.24224240936912023 1.5588354998049527 0.4102018025245231 1.1212901439666749 -0.023173125432368321 0.053191740763090779 2.3341748160407656 1.6565595843791963 0.84407893213358787 1.0985024189304662 1.7033981196085612 0.39826353378295898 -0.3667825036048889 1.4831788593928019 0.40076035021313211 0.91813925222917037 0.058072941885475647 0.14878542189771074 0.85994715132364419 -0.48314981279951158 0.56896460661043724 0.071025575422825893 0.033516097254100367 -0.00036674890774454128 1.3939859159787498 1.1069539306277321 0.76243305532137562 -0.22915943578232167 0.78952363304469897 -0.0508268199142176 -0.047548153721692119 0.65380500446666379 0.14895286449585685 0.24991478712662407 0.0080930606268332303 -0.46634481564546243 0.6334673592352098 -0.20021461670215313 0.24561435362567072
leaf_weight=2907 281 40 21 2788 232 31 54 29 21 66 38 192 1860 20 339 44 32 67 369 22 367 24 188 24 26 23 104 30 26782 2943 21 20 88 37 27 25 20 30 155 33 1650 435 41 33 120 2318 431 521 24 21 30 43 69 1916 46600 22 413 23 8630 39 31 26 69
leaf_count=2907 281 40 21 2788 232 31 54 29 21 66 38 192 1860 20 339 44 32 67 369 22 367 24 188 24 26 23 104 30 26782 2943 21 20 88 37 27 25 20 30 155 33 1650 435 41 33 120 2318 431 521 24 21 30 43 69 1916 46600 22 413 23 8630 39 31 26 69
internal_value=0 0.525974 2.05723 -0.0101805 0.40586 1.54678 0.143782 0.813806 2.34428 0.124021 0.639138 0.522361 0.114906 0.20972 0.633224 0.15891 1.07533 1.52193 -0.0238077 0.946818 0.046613 0.742701 0.693374 1.05774 1.00749 0.408919 0.0619821 0.117973 -0.0295859 0.0497496 0.301546 0.199568 0.335407 0.545179 0.601786 1.07593 0.518316 0.650421 0.012969 0.10491 0.0900424 0.0297778 0.210041 0.180732 0.256743 0.0152739 -0.0374949 0.0846933 0.261257 0.131312 0.080951 0.249593 0.416961 0.01218 -0.0386617 -0.006748 -0.0012208 0.658956 0.0146837 -0.0328188 0.167824 0.216545 -0.0514331
internal_weight=0 2131 155 101794 1976 134 8270 239 50 8031 1077 838 7943 3310 359 2951 239 123 93524 88 4633 493 469 91 103 189 5899 899 87625 5745 410 389 455 63 116 52 154 134 13738 1838 1805 5335 476 345 312 4178 73887 869 287 505 461 166 123 4859 73382 582 11900 44 9043 560 263 64 2857
internal_count=103925 2131 155 101794 1976 134 8270 239 50 8031 1077 838 7943 3310 359 2951 239 123 93524 88 4633 493 469 91 103 189 5899 899 87625 5745 410 389 455 63 116 52 154 134 13738 1838 1805 5335 476 345 312 4178 73887 869 287 505 461 166 123 4859 73382 582 11900 44 9043 560 263 64 2857
cat_boundaries=0 5 11 12 13 19 25 26 31 32 37 43 44 48
cat_threshold=1081344 536887296 4608 174227746 786464 9486340 512 544 33554432 68 256 1118 91 1409287040 4325378 524794 336605184 1610637522 1056 0 4194464 8 0 268435472 4096 1024 1048576 536870912 512 131328 262144 2352 40175104 2097668 279019552 0 8197 579077124 2416214184 285278208 8457216 2508194828 12552 2688 1073741824 2 0 1048576
is_linear=0
shrinkage=0.01


Tree=99
num_leaves=64
num_cat=14
split_feature=25 2 16 1 9 1 8 4 2 2 25 2 2 3 8 1 26 24 10 8 25 24 26 1 24 4 7 6 25 6 1 25 24 2 4 2 13 4 13 7 1 16 4 3 20 3 1 1 24 25 4 9 25 3 3 2 6 10 25 24 1 11 7
split_gain=4.83655e+06 4.28934e+06 4.77429e+06 1.64764e+06 1.42087e+06 1.21114e+06 966713 700129 679831 547361 532252 905982 2.1251e+06 487252 415958 402955 401980 397263 468223 402526 395553 391063 448403 388933 382025 374726 372476 365403 353594 296776 273617 265983 256931 254830 234388 297480 245806 223047 211589 209533 254840 200116 189646 185557 169239 140458 140425 134455 130587 419991 197752 129764 120259 108272 102530 97574.6 81771.4 68378.2 61781.7 78031.9 57595.6 53582.8 53385.2
threshold=0 364.96250000000003 352.21000000000004 205.14500000000004 252.70150000000004 335.00670000000008 59.387000000000008 237.41375000000005 130.34875000000002 143.73850000000002 1 54.609000000000002 64.657822500000023 472.9221300000001 1117.4100000000001 41.632000000000012 2022.5000000000002 2 50.733000000000011 239.43773250000004 3 4 2022.5000000000002 511.45025000000004 5 422.73350000000011 194.48100000000002 665.85000000000014 6 189.19640000000001 661.33164000000011 7 8 1070.9310000000003 8.0663865000000019 749.57248000000016 162.35925000000003 137.69150000000005 118.26160000000002 276.983 273.76200000000006 690.61569250000014 216.15000000000003 119.66617500000002 49.629000000000012 233.37814 147.52500000000003 233.37814 9 10 0.45700000000000007 15.208200000000003 11 26.311000000000003 30.224000000000004 352.68673250000012 43.665000000000013 147.34650000000002 12 13 242.38250000000002 56.021000000000008 32.330000000000005
decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 9 1 2 2 1 2 2 2 9 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 9 2 2 2 2 2 9 1 2 2 2
left_child=1 3 5 10 17 13 -6 30 15 -8 11 21 -13 34 16 31 29 60 23 -20 25 22 -1 -19 -14 32 -9 -23 38 -12 -7 48 39 54 35 -3 -36 52 43 40 -10 -18 45 46 53 -34 -17 62 49 -2 -51 -45 61 -39 -22 56 -56 -30 -50 -60 -5 -33 -40
right_child=8 2 -4 4 6 7 9 26 20 -11 14 12 24 -15 -16 28 41 18 19 -21 33 27 -24 -25 -26 -27 -28 -29 57 -31 -32 37 42 -35 36 -37 -38 44 47 -41 -42 -43 -44 51 -46 -47 -48 -49 58 50 -52 -53 -54 -55 55 -57 -58 -59 59 -61 -62 -63 -64
leaf_value=1.2824700124498825 -0.033849164866395241 1.0734853254665029 5.5729170051403347 0.43350624961853029 3.4595957956995282 3.4786982272221492 -0.078464719681512737 1.7691192742550013 0.40475904049295369 2.2330895500183106 0.14871154974677606 3.6253130372365314 0.92080848971435003 1.8341794934766045 1.4944173381442116 0.064732119165621105 -0.0052744560233268624 0.30371056711477507 0.86445430941051915 2.6065565699622746 -0.058594451548805382 0.12069640793219943 0.15047457031581712 1.0095842666625976 0.17980004479976297 1.616721855799357 0.039642084598541259 1.4810937910079958 -0.046460351691746504 0.71403943732458475 1.9439971020108178 -0.022453541599355916 -0.0028348253281028184 0.92954314570273133 -0.1988084306782239 0.12515601441545307 1.0524917132854461 0.049985459709910751 0.19271559680933539 1.4957591280729876 1.5814164590835571 0.9984503135681152 0.86949300110340122 0.63943990947853802 1.0658823165893554 0.84620625359671453 0.26900022948038915 1.3341748819351196 -0.018321677113747409 0.4843593559997853 -0.11541720325296576 0.057576101411852924 -0.046148786765955227 0.37673418266559716 0.24772742779599022 -0.28019654010904249 0.94997917771339413 0.52800028846377411 -0.0913038354584082 0.03836715446107597 -0.099607264471945373 0.067155191641884535 0.69921552062034609
leaf_weight=71 667 88 24 25 28 26 21 33 231 20 2839 24 130 29 21 1575 2907 243 36 21 558 1544 69 115 173 24 20 20 1556 96 21 29041 270 31 73 53 20 417 46 23 20 20 32 117 20 21 428 20 5813 329 66 57 46647 134 97 29 20 21 498 5479 107 683 38
leaf_count=71 667 88 24 25 28 26 21 33 231 20 2839 24 130 29 21 1575 2907 243 36 21 558 1544 69 115 173 24 20 20 1556 96 21 29041 270 31 73 53 20 417 46 23 20 20 32 117 20 21 428 20 5813 329 66 57 46647 134 97 29 20 21 498 5479 107 683 38
internal_value=0 0.22335 1.25329 0.176884 0.675039 0.967691 2.02729 1.90444 -0.0201025 1.04912 0.138109 0.277432 0.76093 0.611513 0.0893872 -0.0233234 0.0845063 0.504464 0.648852 1.50628 0.2022 0.186277 0.676254 0.530458 0.534048 0.385357 1.11649 0.137215 0.0767485 0.167203 2.79298 -0.027623 0.34231 0.0416424 0.459986 0.717021 0.0702884 -0.0346544 0.155958 0.561726 0.498517 0.00158393 0.134621 0.135591 0.162249 0.0584362 0.10838 0.597294 0.0144883 0.120169 0.374659 0.448829 -0.0361311 0.129449 0.00313599 0.239065 0.36777 -0.038566 0.00487524 0.0274286 0.00126534 -0.0203876 0.421847
internal_weight=0 8917 387 8530 616 363 69 100 95008 41 7914 2031 327 263 5883 93652 5862 547 415 57 1356 1704 140 358 303 621 53 1564 3858 2935 47 89794 597 735 234 141 93 76942 2281 274 251 2927 323 2177 571 291 2003 104 12852 1062 395 174 76371 551 704 146 117 1577 11790 5977 132 29724 84
internal_count=103925 8917 387 8530 616 363 69 100 95008 41 7914 2031 327 263 5883 93652 5862 547 415 57 1356 1704 140 358 303 621 53 1564 3858 2935 47 89794 597 735 234 141 93 76942 2281 274 251 2927 323 2177 571 291 2003 104 12852 1062 395 174 76371 551 704 146 117 1577 11790 5977 132 29724 84
cat_boundaries=0 5 10 11 17 18 19 25 31 32 33 38 44 50 51
cat_threshold=1081344 536887298 4608 174227456 262176 32768 0 4096 131072 32 137 17408 544 268501032 0 8276 12288 64 850 111416840 512 10551522 0 268443716 4096 1946157952 2151809024 524730 68170018 1611161728 1056 791 1024 1879048832 2147614720 168 0 532480 8651780 268731044 285278272 276892160 2222982230 12552 603980416 2151677952 524288 68161568 128 1024 128
is_linear=0
shrinkage=0.01


Tree=100
num_leaves=51
num_cat=14
split_feature=2 16 25 1 10 1 14 3 24 2 2 25 24 25 3 9 25 24 3 24 3 3 2 26 2 3 24 12 6 3 25 8 5 24 11 9 25 25 10 3 16 25 2 1 11 5 5 2 26 3
split_gain=3.91318e+06 6.11988e+06 2.6715e+06 1.5426e+06 1.38472e+06 1.27388e+06 920207 797796 682541 1.29373e+06 4.37607e+06 681774 661211 611602 1.06643e+06 576648 514474 501570 405411 423454 387183 337088 331225 706182 307369 548727 349799 279387 248252 243465 324649 230379 174063 183157 173924 173593 163089 161487 157052 142275 133916 126000 116584 96319.7 75383.3 71799 60497.9 32558.6 33436.2 10442.9
threshold=472.9221300000001 371.63775000000004 0 83.590500000000006 255.92650000000003 315.7462000000001 678.01075000000003 472.9221300000001 1 36.122500000000009 65.68125000000002 2 3 4 130.27000000000001 27.223000000000003 5 6 315.53370000000007 7 888.10000000000014 111.55832500000001 1070.9310000000003 2022.5000000000002 315.17050000000006 133.98500000000004 8 162.43300000000002 665.85000000000014 218.51700000000002 9 901.21050000000014 96.745000000000019 10 16.187000000000005 198.66500000000005 11 12 255.92650000000003 52.207712000000008 8.6270000000000007 13 23.046000000000003 174.76450000000003 104.02000000000001 17.240300000000001 421.77600000000007 658.86750000000018 2022.5000000000002 7.8873450000000007
decision_type=2 2 9 2 2 2 2 2 1 2 2 9 1 9 2 2 9 1 2 1 2 2 2 2 2 2 1 2 2 2 9 2 2 1 2 2 9 9 2 2 2 9 2 2 2 2 2 2 2 2
left_child=2 7 6 11 16 43 8 12 9 18 -11 29 38 14 15 -14 17 41 19 -1 -9 -19 34 -24 26 -26 44 40 -28 32 35 36 33 -4 -15 -31 42 -34 47 -12 -18 -5 -13 -6 -10 -32 -38 48 -2 -49
right_child=1 -3 3 4 5 -7 -8 20 24 10 39 31 13 22 -16 -17 27 21 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 30 45 -33 37 -35 -36 -37 46 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 49 -50 -51
leaf_value=0.70958817955715203 0.1481603599729992 6.0418719198487025 0.054105503046208946 0.22797238121852809 0.84819677484446565 2.7897477661340662 2.4697442297935486 2.3553485158971839 -0.13801406003074881 5.8009644026756293 0.43072671602021401 -0.020892164811578628 2.7098880857112362 -0.0384222850278646 -0.022481786784003761 0.80257468679676891 -0.026547555829933348 0.34753255738858696 1.7166834486098517 0.042480200059097729 0.72448927561442067 0.81055894941832896 2.3298229449728258 -0.12227398554484049 -0.027307807276646296 1.9017468787883891 0.24225314354030267 1.0887997190157572 1.1942598308835712 0.461764699630063 -0.12074690984984848 1.0406631593704223 0.53335536937280137 -0.0099670425507112619 0.96943499469757088 1.4393328790664675 -0.045328594406216734 0.11301865442588101 0.63663060951232908 1.1577182355589337 0.43689011842915504 -0.056842368692159653 0.054529111519007654 0.025922086238861084 0.45445522313532621 0.37844090270996089 0.50478331422805789 -0.3807113411793342 -0.37969836269106183 -0.67323241980179505
leaf_weight=143 21 22 9039 272 29 39 20 37 324 20 67 31122 51 119 34 23 1128 722 21 269 24 201 23 24 30 29 1260 24 28 198 163 20 100 8800 20 20 45329 676 20 45 66 342 2194 28 23 35 20 26 28 23
leaf_count=143 21 22 9039 272 29 39 20 37 324 20 67 31122 51 119 34 23 1128 722 21 269 24 201 23 24 30 29 1260 24 28 198 163 20 100 8800 20 20 45329 676 20 45 66 342 2194 28 23 35 20 26 28 23
internal_value=0 0.886168 -0.00509247 -0.0127795 0.216508 1.39712 0.332715 0.646368 0.315268 0.614686 1.49224 -0.0194706 0.488341 0.728181 1.32118 2.11707 0.175369 0.296135 0.361361 0.292279 1.7137 0.443559 0.334019 1.07769 0.210531 0.920872 0.186186 0.0203748 0.260923 0.0342299 0.273509 -0.032459 0.0289009 0.0225232 0.106593 0.527263 -0.0327359 0.175515 -0.157581 0.722822 -0.000930398 0.0709611 -0.0159206 0.444272 -0.0959778 -0.0309438 -0.045076 -0.335745 -0.153473 -0.518017
internal_weight=0 495 102846 100567 2851 96 2279 473 2259 565 132 97716 412 294 108 74 2755 1537 433 412 61 923 186 47 1694 59 1635 1218 1288 19031 416 78685 18615 17839 139 218 78665 776 118 112 1194 614 33316 57 347 198 45349 98 49 49
internal_count=103341 495 102846 100567 2851 96 2279 473 2259 565 132 97716 412 294 108 74 2755 1537 433 412 61 923 186 47 1694 59 1635 1218 1288 19031 416 78685 18615 17839 139 218 78665 776 118 112 1194 614 33316 57 347 198 45349 98 49 49
cat_boundaries=0 5 6 11 12 16 22 23 24 25 29 30 36 41 47
cat_threshold=32768 0 4096 131072 32 1096 1083179520 537051682 524970 175214882 536895504 2310 32768 0 512 33554432 103825920 536887808 66088 33554434 8396868 4096 3208 64 384 1048576 16928 544 2129920 1083 879051908 2428502020 276889920 67108864 1149763588 9512 0 32 0 98304 8192 33570816 0 32 33554432 68 4096
is_linear=0
shrinkage=0.01


Tree=101
num_leaves=63
num_cat=17
split_feature=0 2 7 25 25 2 8 4 1 9 24 4 1 0 0 4 25 2 2 0 24 6 2 6 10 9 25 2 10 7 7 1 24 25 10 0 0 8 24 25 11 1 14 24 9 25 4 6 4 0 25 24 0 0 4 16 14 25 2 1 25 25
split_gain=4.6688e+06 3.95925e+06 2.2568e+06 1.68726e+06 1.61416e+06 1.51354e+06 1.5102e+06 1.0113e+06 810678 1.07102e+06 777188 748685 731467 580531 593180 475861 447160 654232 2.84139e+06 826083 715315 658672 430208 401683 375557 620671 329064 309733 309486 270202 456987 265849 246737 396968 228278 217801 213268 210973 209590 199986 194717 191769 190198 161037 159339 150517 147904 144256 139060 234970 135041 132764 415859 131333 126910 109502 108595 105752 102940 70563.8 54531.9 16090.6
threshold=131.25500000000002 883.10000000000014 119.8135 0 1 364.96250000000003 63.932000000000009 1.1155000000000002 96.32442850000001 252.70150000000004 2 289.64010000000007 352.68673250000012 883.10000000000014 594.30750000000012 303.67750000000007 3 54.609000000000002 66.795000000000016 53.937500000000007 4 207.31054000000003 22.153894000000005 79.689000000000007 255.92650000000003 233.37814 5 1070.9310000000003 212.84944500000003 394.58800000000002 483.06600000000009 45.345000000000006 6 7 1098.7459000000001 262.14225000000005 103.11795000000002 26.782750000000004 8 9 252.32950000000002 1070.9310000000003 43.061500000000009 10 39.725000000000009 11 767.98765000000014 264.52500000000003 83.317735000000013 88.222240000000014 12 13 883.10000000000014 11.827700000000002 95.658810000000017 19.425100000000004 564.6037500000001 14 42.530000000000008 511.45025000000004 15 16
decision_type=2 2 2 9 9 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 1 9 2 2 2 2 1 9 2 2 2 1 2 9 2 2 2 2 9 1 2 2 2 2 2 9 2 2 9 9
left_child=4 3 -3 5 8 10 7 -7 16 15 40 -8 28 14 -12 38 17 20 -19 -20 21 -1 34 -17 26 -26 35 31 -11 32 -31 45 33 -18 39 50 47 -38 41 43 55 -10 -37 60 -32 54 -34 -33 56 -50 -5 52 -28 -45 -24 -2 -41 -53 -22 -40 -6 -47
right_child=1 2 -4 24 22 6 11 -9 9 12 13 -13 -14 -15 -16 23 29 18 19 -21 58 -23 27 -25 25 -27 51 -29 -30 30 44 36 46 -35 -36 42 37 -39 59 48 -42 -43 -44 53 -46 61 -48 -49 49 -51 -52 57 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.38212246974471142 0.071754232882764293 1.4321225680623735 5.8302999677658081 0.35323104777505315 0.029762782441601823 5.0148433504104615 -0.68233898448944086 1.872831302029746 0.45869405581185035 -0.049802807027643378 0.87462133949281462 1.8154681158065795 2.8783352844803423 2.023412466079761 -0.40991841936111451 0.46180834336714316 0.61360023929226781 4.3282829556688664 0.14908650778437571 2.0870603490829467 -0.0014492881811665299 2.2334756808280947 0.043280215960328682 2.1620724932352702 0.19828419367472333 2.3615365019298737 0.11178462534174743 1.0266131192987615 1.6689709436893463 1.6171773039061446 -0.099657772251817059 0.15080026038896949 -0.004540165101709231 0.089018358762470259 1.0120362245468866 0.63260420118711924 1.5847233309529045 0.19982867419719696 0.11632511046499694 -0.041720883537744731 1.027333641052246 -0.43051591506371134 -0.23466291478702 0.0041110219332057968 0.92888833045959474 -0.027050421978291786 0.65728157772737394 0.80658847856521609 0.072592923309351132 1.1739806838035585 -0.00095690340496772943 0.1156539793570239 1.422102258388813 0.10749731416922581 0.30666861111355809 -0.70978598958253858 0.63107436969876296 -0.14425930241069346 -0.63987996009679937 -0.25108594561380054 -0.053754420986239858 -0.10328263919557795
leaf_weight=491 173 28 20 230 886 20 20 21 361 22 355 30 27 39 40 33 145 20 183 25 882 20 3208 24 36 21 354 33 20 29 61 806 4935 2322 21 261 22 22 307 61795 20 26 28 13991 20 496 34 35 615 20 205 256 26 1347 194 20 24 373 26 63 6478 696
leaf_count=491 173 28 20 230 886 20 20 21 361 22 355 30 27 39 40 33 145 20 183 25 882 20 3208 24 36 21 354 33 20 29 61 806 4935 2322 21 261 22 22 307 61795 20 26 28 13991 20 496 34 35 615 20 205 256 26 1347 194 20 24 373 26 63 6478 696
internal_value=0 0.419573 3.2647 0.365551 -0.0115605 0.764993 1.9829 3.40552 0.108453 0.39798 0.60552 0.816345 1.59419 0.840106 0.744541 0.296582 0.0807613 0.229572 0.72818 0.382016 0.151076 0.445857 -0.0249038 1.17771 0.195499 0.995272 0.170322 0.0607122 0.768661 0.0479139 0.539971 0.0548946 0.0406994 0.122204 -0.0304471 0.331211 0.2136 0.892276 0.230236 -0.0307042 0.0841454 0.388905 0.548578 -0.00527365 0.154304 0.0243212 -1.16773e-05 0.178092 -0.039941 0.107282 0.194413 0.0510884 0.196273 0.0131819 0.0581291 -0.00923439 -0.0414597 -0.0383214 -0.0195154 0.052351 -0.0436793 -0.0720508
internal_weight=0 2576 48 2528 100765 738 91 41 10076 883 647 50 69 434 395 814 9193 1647 228 208 1419 511 90689 57 1790 57 1733 5512 42 7546 110 5479 7436 2467 85177 724 885 44 757 85156 213 387 289 22702 81 4594 4969 841 62454 635 435 1009 380 15338 3402 193 61819 629 908 370 7364 1192
internal_count=103341 2576 48 2528 100765 738 91 41 10076 883 647 50 69 434 395 814 9193 1647 228 208 1419 511 90689 57 1790 57 1733 5512 42 7546 110 5479 7436 2467 85177 724 885 44 757 85156 213 387 289 22702 81 4594 4969 841 62454 635 435 1009 380 15338 3402 193 61819 629 908 370 7364 1192
cat_boundaries=0 3 8 9 14 15 21 22 24 25 31 32 38 44 45 51 56 61
cat_threshold=32768 512 268435976 1074823168 536920064 4736 175276322 270384 905 32768 0 4096 134348800 32 1093 112214020 16 65568 33554432 8196 4096 27 1073741824 536870912 858 880805504 2147615266 524650 67178496 1686650944 9256 2696 103106052 6423076 344031328 0 268435525 12544 33554436 16 32 0 8196 4096 2344 67072 131104 0 0 8388608 8448 640 2147483648 0 0 1140850688 29896873 2147483968 2105344 1024 8392704
is_linear=0
shrinkage=0.01


Tree=102
num_leaves=55
num_cat=12
split_feature=0 2 25 3 25 2 3 6 2 2 25 24 5 2 24 0 3 4 9 9 0 0 14 0 0 6 6 3 5 25 4 0 24 0 25 0 25 2 3 25 2 19 6 4 5 4 26 3 5 25 0 3 3 25
split_gain=4.57615e+06 3.88042e+06 1.66581e+06 1.64199e+06 1.58236e+06 1.25048e+06 1.23757e+06 925261 797975 937036 686941 641943 937961 673640 636574 1.04312e+06 472937 460476 783525 447626 401115 400321 465128 352590 582255 246002 222070 343504 219607 198907 194286 190529 180869 259583 220672 278163 161500 195564 157581 144793 136585 136123 118339 111573 89016.3 84683.9 68281.6 85652.1 65981.4 63263.9 56792.6 48610.9 32893.1 19541.4
threshold=131.25500000000002 883.10000000000014 0 64.738000000000014 1 440.02900000000005 65.713074000000006 264.52500000000003 1070.9310000000003 1439.8675000000001 2 3 552.55750000000012 54.609000000000002 4 883.10000000000014 27.123500000000003 371.41875000000005 9.3820000000000032 430.98750000000007 594.30750000000012 2.8222380000000005 172.50050000000002 28.772400000000001 29.239750000000004 243.82689999999999 183.56850000000003 114.45750000000002 220.56900000000005 5 108.75750000000001 66.285000000000011 6 1077.3535000000002 7 273.37500000000006 8 272.24748000000005 514.39811750000013 9 261.97000000000008 739.20000000000016 255.31490000000005 547.82000000000005 421.77600000000007 303.67750000000007 2022.5000000000002 670.0675 370.38000000000005 10 468.98000000000008 15.468105000000003 205.81150000000002 11
decision_type=2 2 9 2 9 2 2 2 2 2 9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 9 2 9 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9
left_child=4 2 5 -3 8 14 -7 -8 10 -10 11 12 13 -1 40 20 -17 26 25 32 -16 43 -23 29 -25 -19 31 -28 36 38 48 -12 33 39 35 -34 37 -26 41 -4 45 42 -6 -13 49 -2 -40 -48 -30 51 -36 -31 -51 -38
right_child=1 3 19 -5 23 6 7 -9 9 -11 17 21 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 24 28 -27 27 -29 30 44 -32 -33 34 -35 50 -37 53 -39 46 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 52 -52 -53 -54 -55
leaf_value=0.29785491365949002 0.10003527636394688 5.3292354529244568 -0.087511044852435591 1.6009049797058106 -0.012671308372870449 4.002303504943848 -0.1018748935576408 2.2402216421591268 2.721744679260254 -0.016190436363220217 0.029556451168181019 -0.010900579215163804 2.4493461467908775 1.1181031000982444 0.70081200116382747 1.3112642128978456 3.3246548833847043 0.053531916204806976 1.9559282823042439 1.3983763105528695 -0.16357060117236638 0.31986437095351428 1.8691239477339248 1.2119921908595346 0.088603037310492003 1.2567414836883546 0.17154376600179247 1.1010510593911875 0.6313104719420275 -0.034266524372596953 1.4492908093929291 0.27205133535345988 0.02968604865896551 1.309767770352571 -0.04271205239142141 0.61269459473609933 0.0065388292080412313 0.97816251068115234 0.086817705019926417 0.31041620770950873 0.82198738416035966 0.75883310608241872 0.22072233703038463 0.70945238017223111 0.50300011984507242 -0.50846913594465992 1.1343469905853272 0.31244087874889376 -0.12686998454007237 -0.051976096836411419 -0.30432955944892204 0.01766667839907515 0.27931125418345132 -0.068362435977126282
leaf_weight=774 190 21 118 27 27119 20 31 37 25 25 9875 949 23 115 596 28 20 113 33 28 59 251 21 44 2159 20 293 46 24 24109 20 335 237 23 465 125 590 25 39 400 24 23 219 22 30 26 21 32 22 30541 101 1948 30 850
leaf_count=774 190 21 118 27 27119 20 31 37 25 25 9875 949 23 115 596 28 20 113 33 28 59 251 21 44 2159 20 293 46 24 24109 20 335 237 23 465 125 590 25 39 400 24 23 219 22 30 26 21 32 22 30541 101 1948 30 850
internal_value=0 0.415389 0.361908 3.23205 -0.0114443 0.669099 1.81564 1.1725 0.0918441 1.35278 0.0870167 0.249542 0.450604 0.403961 0.5692 0.717029 2.15018 0.0540464 0.576684 0.144905 0.622952 0.0996016 0.439476 -0.0266431 0.0684396 0.234466 0.0458733 0.297672 0.0548037 -0.0308674 0.626456 0.0375129 0.122 0.265325 0.0352069 0.224791 0.0443928 0.0983355 -0.00876221 0.224072 0.102057 -0.0101547 -0.0108016 0.0054205 -0.0415693 0.0267894 0.404405 0.638102 0.268702 -0.0418651 -0.0878444 -0.0303724 -0.0516341 -0.0378403
internal_weight=0 2576 2528 48 100765 1031 88 68 12920 50 12870 2155 912 889 943 703 48 10715 166 1497 655 1243 272 87845 3734 133 10549 339 3690 84111 66 10210 1469 541 928 362 3624 2184 27453 518 240 27361 27338 971 56658 216 92 53 46 56628 566 26057 30571 1440
internal_count=103341 2576 2528 48 100765 1031 88 68 12920 50 12870 2155 912 889 943 703 48 10715 166 1497 655 1243 272 87845 3734 133 10549 339 3690 84111 66 10210 1469 541 928 362 3624 2184 27453 518 240 27361 27338 971 56658 216 92 53 46 56628 566 26057 30571 1440
cat_boundaries=0 3 8 13 14 15 21 22 28 34 40 46 52
cat_threshold=1081348 512 268501544 1074823680 536920192 4736 175276322 270384 32768 536870912 4096 134348800 32 1099 393 343950336 2151809570 268960106 67178496 1686126596 9512 2344 2097664 16 0 33554432 8260 8448 44369028 33554944 10551394 0 268435460 12288 65536 16384 64 0 68 256 577046660 310640660 144801809 17039364 17301952 4112 17305608 2097156 40960 16777280 64 256
is_linear=0
shrinkage=0.01


Tree=103
num_leaves=59
num_cat=15
split_feature=0 2 7 25 25 2 8 4 1 9 1 24 4 10 11 25 24 2 2 9 2 15 5 2 10 7 7 0 2 1 24 25 6 0 10 25 25 0 6 24 4 4 0 9 8 24 4 25 24 0 8 24 3 8 2 4 25 4
split_gain=4.48527e+06 3.80318e+06 2.21107e+06 1.6337e+06 1.55145e+06 1.30399e+06 1.11616e+06 1.46017e+06 786431 1.04143e+06 714781 714150 590820 553756 465866 429365 636841 1.41472e+06 4.1608e+06 427880 417950 415597 308783 305749 301644 263600 447984 244069 492447 242572 241936 387622 241725 225354 223459 214730 190829 175754 168229 166777 162393 159828 272821 155492 152694 148523 143556 138469 136985 307810 141735 132306 234705 104487 100806 87313.2 76390.9 64853.6
threshold=131.25500000000002 883.10000000000014 119.8135 0 1 364.96250000000003 63.932000000000009 1.1155000000000002 96.32442850000001 252.70150000000004 352.68673250000012 2 195.82340000000002 556.40500000000009 242.583 3 4 36.122500000000009 91.088000000000008 553.21400000000006 22.153894000000005 248.95175000000003 483.06600000000009 1070.9310000000003 212.84944500000003 394.58800000000002 483.06600000000009 53.136253000000004 60.002000000000002 45.345000000000006 5 6 44.937658000000006 103.11795000000002 1098.7459000000001 7 8 262.14225000000005 606.07650000000001 9 130.27000000000001 130.27000000000001 62.558000000000007 39.725000000000009 455.79000000000002 10 767.98765000000014 11 12 883.10000000000014 98.378800000000027 13 603.67000000000019 37.220000000000006 62.336000000000006 303.67750000000007 14 178.60500000000002
decision_type=2 2 2 9 9 2 2 2 2 2 2 1 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 9 9 2 2 1 2 2 2 2 2 1 2 9 1 2 2 1 2 2 2 2 9 2
left_child=4 3 -3 5 8 11 7 -7 15 14 24 55 -8 21 38 16 17 40 -19 35 34 -13 23 29 -11 30 -27 44 -29 47 31 -17 -16 -31 36 37 51 54 45 -39 -1 53 -43 -28 -18 -10 -32 -22 49 -37 -50 56 -53 -38 -5 57 -6 -2
right_child=1 2 -4 19 20 6 12 -9 9 10 -12 13 -14 -15 32 25 27 18 -20 -21 22 -23 -24 -25 -26 26 43 28 -30 33 46 -33 -34 -35 -36 48 41 39 -40 -41 -42 42 -44 -45 -46 -47 -48 -49 50 -51 -52 52 -54 -55 -56 -57 -58 -59
leaf_value=0.24129839005470277 0.045707808823947531 1.3858137237174171 5.7392106752395629 0.063416841065285834 0.015007342780342095 4.9410945005416869 -0.38159839471181239 1.3761456919544273 0.032532187684889767 -0.053024850325150925 2.8404756432992442 0.61959946446871161 1.6676589780695299 2.1709914522904619 0.58093601590111144 0.60601790538910894 0.058896492809944523 5.7288753051757819 0.30003160039583843 1.6160636496543885 0.050945544907211218 1.8682075391496933 1.1688184135437012 1.0145794885808772 1.643833520412445 1.5994184461133234 -0.099851374391649594 0.20696357789406411 2.0013572473526002 0.16537814044983398 -0.0050325755121350558 0.087657921970614242 2.1170662660598754 0.90784837123959561 1.0015444346836635 0.088924144900147981 -0.04197271676942816 0.091236458052759581 1.1416056814193727 0.62075561876390495 0.99070530623197561 0.10190486438078564 1.2756903070495242 0.91620134830474853 0.94028140020370488 0.32360161211655408 0.64698922045090623 -0.077152954287546122 -0.15269417664811419 1.189436147124679 0.62528261194229129 0.014218283300466004 1.0479831344431096 0.049519220804927211 0.43665655646635138 -0.52819924811522168 -0.051493665506332692 0.63614348456973124
leaf_weight=300 163 28 20 339 2338 20 24 27 300 22 27 556 34 26 21 145 1142 20 48 20 3478 28 25 33 20 29 61 65 20 829 4935 2322 20 43 21 433 61733 105 20 194 32 347 21 20 20 453 34 1104 370 27 25 12820 22 1274 92 24 6601 21
leaf_count=300 163 28 20 339 2338 20 24 27 300 22 27 556 34 26 21 145 1142 20 48 20 3478 28 25 33 20 29 61 65 20 829 4935 2322 20 43 21 433 61733 105 20 194 32 347 21 20 20 453 34 1104 370 27 25 12820 22 1274 92 24 6601 21
internal_value=0 0.411244 3.19973 0.358298 -0.01133 0.691217 1.74781 2.89315 0.106329 0.391493 1.57106 0.564041 0.81969 0.731053 0.291506 0.0790542 0.224874 0.568466 1.89675 0.161531 -0.0244115 0.679464 0.0599759 0.0549238 0.755003 0.0468673 0.532875 0.111014 0.629174 0.0491173 0.0397408 0.120449 1.33027 0.201991 -0.0298753 0.144196 -0.0301296 0.268645 0.23641 0.458617 0.31353 -0.038903 0.168887 0.151026 0.0740666 0.212367 -0.000570019 0.0200239 0.0343979 0.150253 -0.100901 -0.00458232 0.0159768 -0.0401228 0.143087 0.0373055 -0.034103 0.113094
internal_weight=0 2576 48 2528 100765 923 105 47 10076 883 69 818 58 610 814 9193 1647 400 68 1605 90689 584 5512 5487 42 7546 110 1247 85 5454 7436 2467 41 872 85177 1585 85156 730 773 299 332 63375 368 81 1162 753 4969 4582 855 460 395 21781 12842 63007 431 208 8939 184
internal_count=103341 2576 48 2528 100765 923 105 47 10076 883 69 818 58 610 814 9193 1647 400 68 1605 90689 584 5512 5487 42 7546 110 1247 85 5454 7436 2467 41 872 85177 1585 85156 730 773 299 332 63375 368 81 1162 753 4969 4582 855 460 395 21781 12842 63007 431 208 8939 184
cat_boundaries=0 3 8 9 14 15 16 18 24 30 31 32 38 39 40 45
cat_threshold=32768 512 268501544 1074823168 536920064 4736 175276322 270384 393 32768 0 4096 134348800 32 1096 27 1073741824 536870912 112214532 16 0 34603008 8212 12288 880805504 2147614754 590186 67178496 1686650944 9256 1220 3217 107300365 6423044 346128480 0 268435525 12544 3384 2698 640 2147614720 65536 65536 1149239296
is_linear=0
shrinkage=0.01


Tree=104
num_leaves=55
num_cat=14
split_feature=0 2 7 25 25 2 8 2 2 24 14 25 0 24 2 2 0 10 25 7 6 1 9 0 12 0 12 1 25 3 10 0 25 1 3 25 1 25 0 3 24 2 24 0 8 25 2 24 0 17 2 16 7 1
split_gain=4.39657e+06 3.72742e+06 2.16707e+06 1.60091e+06 1.52157e+06 1.27804e+06 1.09395e+06 778814 915689 699938 665491 659054 646051 622058 698945 3.51859e+06 543675 542465 533741 435527 1.13236e+06 419358 419339 387262 615574 381093 363051 353662 266811 298390 231558 224940 210632 200999 183282 225449 176899 173621 172519 169057 163591 147059 134259 301685 138915 99360.5 98799.9 91330.6 60065.6 55904 52637.9 40801.6 32797.7 20787.4
threshold=131.25500000000002 883.10000000000014 119.8135 0 1 364.96250000000003 63.932000000000009 1070.9310000000003 1439.8675000000001 2 64.788000000000011 3 507.82280000000009 4 36.122500000000009 57.868500000000004 883.10000000000014 1098.7459000000001 5 361.43000000000006 222.67000000000004 10.847970000000002 553.21400000000006 2.8222380000000005 166.70600000000002 594.30750000000012 564.6037500000001 48.83227500000001 6 414.53600000000012 1098.7459000000001 59.173000000000009 7 756.19086000000004 33.984000000000009 8 156.08950000000002 9 262.14225000000005 227.10500000000002 10 284.91500000000008 11 883.10000000000014 98.378800000000027 12 62.336000000000006 13 16.660407500000005 26.743500000000001 1.0980000000000003 36.100505000000005 119.8135 165.05000000000004
decision_type=2 2 2 9 9 2 2 2 2 1 2 9 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 9 2 9 2 2 1 2 1 2 2 9 2 1 2 2 2 2 2 2
left_child=4 3 -3 5 7 9 12 11 -9 49 -8 13 -7 14 18 -16 25 19 -1 26 -21 -18 32 45 -25 -11 -13 30 29 31 34 33 38 -29 37 39 -33 47 46 -36 -40 -37 43 -34 -44 -15 -5 -6 -39 50 -2 52 53 -30
right_child=1 2 -4 22 27 6 10 8 -10 16 -12 17 -14 23 15 -17 21 -19 -20 20 -22 -23 -24 24 -26 -27 -28 28 51 -31 -32 36 42 -35 35 41 -38 48 40 -41 -42 -43 44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54 -55
leaf_value=0.17145179938159252 -0.084299013319979896 1.3719555406059538 5.6818184423446656 0.062782670094200285 -0.037796483112274633 1.7643832581996919 1.648863065507677 2.6890549072265624 -0.017512734794616701 0.73489778899869251 -0.55874749747189612 0.038747846316169933 4.114021103598855 0.055793304165128239 4.4972660652160652 0.36426433814387038 0.80890196346101306 1.6587024988446917 0.79260415324458366 0.15535935700949977 2.3608753237231026 2.7845317164334387 1.5999030160903931 0.27652877991398173 1.8944984634105975 -0.17124583450018191 0.99325469374656683 0.08779256949399171 -0.033573642268551425 1.373248568058014 0.97345232922097913 0.25398311781275806 0.088034898436372341 1.0505479288101196 0.10324670589195327 -0.045946620946505083 0.86147836085678875 -0.043961623043974239 0.090403432618016796 0.47526036639290831 0.61485235681720807 0.74263857722282411 -0.15116723538089444 1.1775417691689951 0.61902977371215817 -0.190095646748176 0.43228998940923935 0.0059099379612683901 0.00077847958248923794 -0.46392824172973635 0.25083287321633163 0.30356271230813231 0.33748456682477679 -0.13485051764287984
leaf_weight=591 89 28 20 339 7134 25 36 25 25 516 22 10507 22 773 25 117 21 21 179 118 29 22 20 246 26 51 40 1515 727 20 23 157 433 22 1284 1612 69 57169 105 135 194 24 370 27 25 198 92 14452 3167 20 99 33 21 281
leaf_count=591 89 28 20 339 7134 25 36 25 25 516 22 10507 22 773 25 117 21 21 179 118 29 22 20 246 26 51 40 1515 727 20 23 157 433 22 1284 1612 69 57169 105 135 194 24 370 27 25 198 92 14452 3167 20 99 33 21 281
internal_value=0 0.407159 3.16773 0.354743 -0.0112157 0.684305 1.73033 0.0900694 1.33577 0.558401 0.811494 0.0852998 2.86421 0.244492 0.442403 1.09191 0.723743 0.0530055 0.32837 0.049902 0.590461 1.81969 0.15996 0.0969109 0.431188 0.653393 0.0423679 -0.0261197 0.0835514 0.15778 -0.0297935 0.144887 0.142799 0.101573 -0.0300651 0.0459857 0.439457 -0.0329011 0.266054 0.137669 0.454268 -0.0341693 0.0340539 0.148751 -0.0998917 0.0042701 0.141657 -0.0085455 -0.0416063 0.0369325 0.09218 -0.0421607 -0.0536578 -0.0618066
internal_weight=0 2576 48 2528 100765 923 105 12920 50 818 58 12870 47 2155 912 142 610 10715 770 10694 147 43 1605 1243 272 567 10547 87845 2845 1783 85000 1763 1585 1537 84977 3055 226 81922 730 1419 299 1636 855 460 395 971 431 21586 60336 208 188 1062 1029 1008
internal_count=103341 2576 48 2528 100765 923 105 12920 50 818 58 12870 47 2155 912 142 610 10715 770 10694 147 43 1605 1243 272 567 10547 87845 2845 1783 85000 1763 1585 1537 84977 3055 226 81922 730 1419 299 1636 855 460 395 971 431 21586 60336 208 188 1062 1029 1008
cat_boundaries=0 3 8 9 14 15 16 22 28 34 40 41 42 47 48
cat_threshold=32768 512 268501544 1074823680 536920192 4736 175276322 270384 393 32768 536870912 4096 134348800 32 1099 32768 101008524 528 2162792 16777216 276824132 12288 112214532 16 0 34603008 8212 12288 2163720 2149581348 276889698 64 268435972 4096 880804864 2160197666 268960040 67178496 1686651008 9512 1220 3384 32768 0 0 134217728 32 2696
is_linear=0
shrinkage=0.01


Tree=105
num_leaves=59
num_cat=13
split_feature=0 2 16 25 25 13 3 4 8 3 24 2 2 24 5 0 2 6 4 6 7 24 8 3 3 5 25 5 0 25 24 6 0 0 2 18 2 9 25 4 3 4 24 3 0 17 4 5 25 2 24 5 0 25 4 0 0 0
split_gain=4.64364e+06 3.68024e+06 2.77553e+06 1.87095e+06 967323 853550 1.65387e+06 771270 1.29479e+06 592162 581522 580705 1.9089e+06 620729 1.45823e+06 578209 474768 404638 402503 494964 393686 392344 386986 368126 316214 310298 238223 274324 238173 219676 375135 216369 214826 202558 199708 178862 263672 159455 154968 147504 131684 180810 130995 174048 127052 125845 118262 113819 141790 111158 86803.8 78584.2 76746.9 38679.9 13942.5 10552.5 2398.75 7.0496
threshold=131.25500000000002 440.02900000000005 264.3250000000001 0 1 21.832000000000004 543.52500000000009 547.82000000000005 427.52750000000009 7.7340000000000009 2 54.609000000000002 58.710000000000001 3 152.88900000000004 1077.3535000000002 22.153894000000005 200.23362600000004 133.78600000000003 222.67000000000004 264.10000000000008 4 1117.4100000000001 233.37814 888.10000000000014 483.06600000000009 5 779.2410000000001 103.11795000000002 6 7 169.57550000000003 468.98000000000008 54.946000000000005 4.402000000000001 0.29950000000000004 364.96250000000003 65.980000000000004 8 87.012500000000017 272.24748000000005 1085.2750000000003 9 603.67000000000019 242.5325 129.93500000000003 195.82340000000002 302.32450000000006 10 104.02000000000001 11 483.06600000000009 748.92250000000013 12 767.98765000000014 297.71250000000003 199.57125000000005 538.27200000000016
decision_type=2 2 2 9 9 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 9 2 1 2 2 9 2 2 2 2
left_child=3 4 5 7 10 6 9 11 40 32 34 24 -13 14 -14 18 22 25 21 -20 47 -12 26 -11 29 28 42 39 38 33 -31 -22 -3 -1 55 36 46 44 -18 -28 41 54 53 -44 -36 -15 -19 48 52 -30 -50 -49 -6 -5 -9 56 -2 -57
right_child=1 2 -4 16 20 -7 -8 8 -10 23 15 12 13 45 -16 -17 17 35 19 -21 31 -23 -24 -25 -26 -27 27 -29 49 30 -32 -33 -34 -35 37 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 51 50 -51 -52 -53 -54 -55 -56 57 -58 -59
leaf_value=0.036552047127864293 -0.2696351432800293 1.3970008366448539 5.2560452107020783 0.0044184834386396688 -0.042693738930239651 -0.047268457701711945 4.3122596613566087 -0.15320246577262878 3.169415257317679 -0.64562141418457031 -0.06216687907532948 3.0880064033508301 0.47319861509896427 0.096323099126754366 3.0569579307556154 1.8754337393610101 0.070308971018163885 0.36366758585624076 0.70692656928686792 1.8587111540401682 0.47955664402421783 0.60232140717244054 1.2400897979736329 1.2094206644141157 1.0686083484418465 1.2352250558679754 -0.040097371452721645 1.0307780694961548 0.25911114260172236 -0.018525038880587243 0.25024484527639368 1.7705676723661878 2.7539706420898438 0.43683288240432738 0.9908757170206971 -0.2299690091609955 1.7362416258312408 -0.39253142336140506 -0.045197689000908675 0.096223532141535395 1.1353417139467987 0.98549954634446368 0.017315906796678496 0.88798013023708178 0.18129040286654519 0.71261973925999234 1.2121110398769379 1.0445657639276413 0.27781883778637406 0.8923689928304317 0.075645413475684986 0.23532623972211564 -0.65247066205198112 -0.063933912309743934 0.14687343664964039 -0.43239049866085966 -0.12624502590298653 -0.42409486818313596
leaf_weight=4592 28 28 21 1142 334 33 21 32 21 20 113 25 173 621 25 38 3852 92 139 51 34 508 24 23 33 22 68856 24 78 764 1640 21 20 130 36 24 21 23 1655 803 23 26 13109 23 42 35 20 21 355 43 571 28 22 3047 30 21 20 20
leaf_count=4592 28 28 21 1142 334 33 21 32 21 20 113 25 173 621 25 38 3852 92 139 51 34 508 24 23 33 22 68856 24 78 764 1640 21 20 130 36 24 21 23 1655 803 23 26 13109 23 42 35 20 21 355 43 571 28 22 3047 30 21 20 20
internal_value=0 0.417802 1.85828 -0.0109393 0.319197 1.36619 1.78265 0.134047 0.892404 1.1989 0.548427 0.12176 0.36433 0.284597 0.760997 0.662025 -0.0237109 0.063833 0.613333 1.01609 0.142372 0.490106 -0.029555 0.34661 0.0919772 0.049918 -0.0299053 -0.0381522 0.0452846 0.0874545 0.165106 0.972488 1.9624 0.0474715 0.0331036 0.564595 0.707975 0.339183 0.0356417 -0.0385259 0.461618 0.285531 0.00329248 0.0188265 0.554945 0.127265 0.515175 0.10914 0.0910607 0.484153 0.155293 0.582143 -0.0781805 -0.0453336 -0.00800445 -0.310526 -0.209889 -0.428344
internal_weight=0 2591 166 101005 2425 145 112 8170 132 91 1039 8038 879 854 198 849 92835 5807 811 190 1386 621 87028 43 7159 5650 87004 69683 5628 7126 2404 55 48 4722 190 157 133 101 5507 69659 111 88 17321 13132 78 656 112 1331 1282 121 926 49 356 4189 62 89 48 41
internal_count=103596 2591 166 101005 2425 145 112 8170 132 91 1039 8038 879 854 198 849 92835 5807 811 190 1386 621 87028 43 7159 5650 87004 69683 5628 7126 2404 55 48 4722 190 157 133 101 5507 69659 111 88 17321 13132 78 656 112 1331 1282 121 926 49 356 4189 62 89 48 41
cat_boundaries=0 6 12 13 14 15 21 26 27 33 34 38 39 44
cat_threshold=1074823168 536887296 4608 171049258 262192 32 2146308 536887808 268501544 0 0 4096 136 82 2560 872417152 2147647522 524462 335622144 344466498 8 1048576 16384 512 35651616 262192 676 107304460 6423092 276856936 32768 268443652 4096 648 67110016 2415919232 258 102760450 3112 268436096 2147483648 6 65536 67117056
is_linear=0
shrinkage=0.01


Tree=106
num_leaves=58
num_cat=10
split_feature=0 2 16 25 25 1 1 9 24 0 1 4 1 24 2 2 25 8 12 14 25 5 1 0 25 6 6 26 8 5 0 4 24 5 9 2 1 4 6 11 24 8 2 6 9 5 25 4 0 0 2 11 1 0 1 26 1
split_gain=4.55197e+06 3.60683e+06 2.7203e+06 1.83378e+06 948195 917715 801209 1.71624e+06 570066 566642 523696 490822 468001 408693 692306 4.20045e+06 662934 384793 371699 364724 303064 291915 271796 259461 250462 243109 240512 228094 236215 219954 291207 209345 198212 197009 197750 195734 190094 213503 180175 176000 165050 158959 158795 502740 156282 147751 143475 135430 132251 124524 105208 34374.7 32567 52371.8 20292.1 15007.2 8450.09
threshold=131.25500000000002 440.02900000000005 264.3250000000001 0 1 511.45025000000004 226.32900000000004 384.29599999999999 2 1077.3535000000002 91.273700000000005 547.82000000000005 41.632000000000012 3 54.609000000000002 66.795000000000016 4 455.79000000000002 162.43300000000002 1092.2134000000003 5 421.77600000000007 884.13250000000005 468.98000000000008 6 448.18200000000007 91.254000000000019 2022.5000000000002 35.997000000000007 64.594250000000002 507.82280000000009 95.658810000000017 7 156.52200000000002 4.5710000000000006 4.402000000000001 438.42500000000007 449.81750000000005 26.705000000000002 53.38750000000001 8 127.87156050000003 261.97000000000008 123.18250000000002 65.980000000000004 1083.8250000000003 9 137.69150000000005 54.946000000000005 242.5325 19.132500000000004 93.793281000000022 233.37814 85.033590000000018 151.82000000000002 2022.5000000000002 661.33164000000011
decision_type=2 2 2 9 9 2 2 2 1 2 2 2 2 1 2 2 9 2 2 2 9 2 2 2 9 2 2 2 2 2 2 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
left_child=3 4 5 6 8 21 11 25 35 10 18 13 19 14 16 -16 -1 36 -10 24 22 29 33 -12 42 32 46 -13 -29 30 -3 -28 41 38 -35 54 37 40 -14 -34 -6 -8 45 -44 49 -5 -15 50 -49 -37 -26 52 53 -22 55 -2 -54
right_child=1 2 -4 12 17 -7 7 -9 9 -11 23 27 20 26 15 -17 -18 -19 -20 -21 51 -23 -24 -25 47 -27 31 28 -30 -31 -32 -33 39 34 -36 44 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 48 -50 -51 -52 -53 56 -55 -56 -57 -58
leaf_value=0.63181604115611534 -0.077999509175618487 0.36946041718507422 5.203484931673322 -0.0018475285050667989 -0.039477680218125151 2.7368315484788686 -0.15477009287586918 3.0985133255004884 0.35880885003289215 1.8566794064170435 1.1415264621420604 0.22570436056454976 0.072663011445682754 -0.051297612675249543 5.073669247627258 0.32653860097927767 0.092578719638074833 1.162337761455112 1.4243859786987303 1.2592766774784436 -0.045251519181568861 -0.0065378344500506367 1.2770008223397391 0.4164491988695585 -0.041784342574970969 1.418834594379772 0.14579022197327271 0.74998432985941565 2.0561235504150392 2.0749818711053756 1.808332479650324 0.68275631192120467 0.43023215501436163 0.79136657497760921 0.050490488595649849 0.98096698058976073 0.83168967233763791 1.0953568081628708 0.28964996384046343 1.3675524464520541 0.18577298102275869 0.7960871187845866 0.1010905769300757 1.7127487199956721 -0.38860610277756402 0.83736586797805057 0.068187945483519211 0.091713673828159967 0.77085794279652264 0.17947750205085392 0.016132049395744009 0.36079662466049195 -0.13961869270570818 0.41860309867858891 -0.54901581921577458 -0.38667989100728717 -0.29805806381757871
leaf_weight=241 36 39 21 21010 620 36 108 25 506 38 205 45 2022 1813 20 274 2646 36 35 22 923 27 21 65 64058 22 319 45 20 21 22 94 224 88 61 36 36 21 472 22 673 21 161 22 23 21 2231 382 31 42 3298 20 155 25 25 28 43
leaf_count=241 36 39 21 21010 620 36 108 25 506 38 205 45 2022 1813 20 274 2646 36 35 22 923 27 21 65 64058 22 319 45 20 21 22 94 224 88 61 36 36 21 472 22 673 21 161 22 23 21 2231 382 31 42 3298 20 155 25 25 28 43
internal_value=0 0.413659 1.8397 -0.0108298 0.316042 1.35253 0.13271 0.557199 0.542995 0.655468 0.607266 0.109761 -0.0234738 0.100209 0.186594 0.649473 0.140102 0.140974 0.427746 -0.0281339 0.0847606 0.895324 0.143297 0.966971 -0.0284522 0.397167 0.0380523 0.772986 1.15187 1.19228 0.888398 0.268005 0.337229 0.134831 0.488055 0.0327726 0.114782 0.0951404 0.113729 0.493977 0.0788956 1.91328e-05 0.00154185 0.294842 0.335791 -0.00100955 0.0146621 -0.037836 0.142691 0.549396 -0.0389485 -0.0497819 -0.0573817 -0.0330191 -0.30742 -0.213047 -0.174027
internal_weight=0 2591 166 101005 2425 145 8170 422 1039 849 811 7748 92835 7638 3181 294 2887 1386 541 89005 3830 109 2664 270 88983 397 4457 110 65 82 61 413 375 2643 149 190 1350 1314 2494 246 1293 129 21214 183 101 21031 4044 67769 413 78 67356 1166 1146 948 89 64 198
internal_count=103596 2591 166 101005 2425 145 8170 422 1039 849 811 7748 92835 7638 3181 294 2887 1386 541 89005 3830 109 2664 270 88983 397 4457 110 65 82 61 413 375 2643 149 190 1350 1314 2494 246 1293 129 21214 183 101 21031 4044 67769 413 78 67356 1166 1146 948 89 64 198
cat_boundaries=0 6 12 13 14 18 24 30 31 32 37
cat_threshold=1074823168 536887296 4608 171049258 262192 32 2146308 536887808 268501544 0 0 4096 136 91 1073741824 536870912 0 131328 111494664 528 10551528 0 276832324 12288 872433536 2151841826 524458 335654912 67642370 264 2692 725 1048576 536870912 512 131336 262144
is_linear=0
shrinkage=0.01


Tree=107
num_leaves=60
num_cat=14
split_feature=0 25 25 16 12 1 14 3 1 12 0 24 4 0 4 1 3 14 26 25 8 25 10 25 10 3 25 1 1 26 3 1 5 3 8 3 5 25 0 24 0 4 3 24 13 5 5 25 25 0 1 25 10 0 4 1 1 1 24
split_gain=4.46149e+06 1.97574e+06 1.7975e+06 1.73566e+06 3.31486e+06 1.10568e+06 1.05262e+06 842544 785231 1.70318e+06 487408 483369 495217 658800 481041 459304 446975 378412 367869 482571 358205 322903 309981 275288 264100 420821 239338 234320 232948 223555 369680 222734 216026 216027 199942 160924 275763 156709 143399 136742 262272 119555 111741 106482 171319 80601 78672.6 77260.3 69707.5 88712.6 47155.4 37309.3 77169.6 34760.8 24405.2 35922.6 17375.3 21880.9 14090.4
threshold=131.25500000000002 0 1 371.63775000000004 283.49220000000008 511.45025000000004 53.275000000000013 543.52500000000009 226.32900000000004 218.14250000000004 242.5325 2 133.78600000000003 367.42525000000006 547.82000000000005 30.078000000000007 1077.3535000000002 1092.2134000000003 2022.5000000000002 3 4.6654380000000009 4 255.92650000000003 5 75.395000000000024 86.176192500000013 6 252.70150000000004 469.21250000000003 2022.5000000000002 53.872267500000007 884.13250000000005 53.314500000000002 335.00670000000008 295.42500000000007 242.38250000000002 20.960250000000002 7 242.5325 8 1077.3535000000002 137.69150000000005 130.27000000000001 9 180.91300000000004 678.89998000000014 130.89900000000003 10 11 316.39255000000009 13.770262500000003 12 86.604000000000028 658.11750000000018 74.563750000000013 3.1253110000000004 661.33164000000011 511.45025000000004 13
decision_type=2 9 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 9 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 1 2 2 2 9 9 2 2 9 2 2 2 2 2 2 1
left_child=2 3 8 5 -5 11 7 10 14 24 -7 38 20 -14 16 17 18 26 19 -1 -13 -20 37 31 27 -26 43 -10 -29 -16 -31 32 33 -17 -34 41 -37 53 42 40 47 -28 -2 44 -4 -45 -40 -39 49 -41 -50 52 58 54 55 -3 57 -53 -25
right_child=1 22 15 4 -6 6 -8 -9 9 -11 -12 12 13 -15 29 23 -18 -19 21 -21 -22 -23 -24 51 25 -27 35 28 -30 30 -32 -33 34 -35 -36 36 -38 39 46 48 -42 -43 -44 45 -46 -47 -48 -49 50 -51 -52 56 -54 -55 -56 -57 -58 -59 -60
leaf_value=0.30733755958899445 0.17175148475019239 -0.12884523792266847 0.035795754452761723 0.25754311092438237 5.2077989012002943 0.2637672547499339 -0.44603175121804944 3.7074265480041504 0.95089199776345112 3.0309642894451434 1.9540286128803834 0.61345454576804559 0.57178470844358908 1.7013780543447912 0.22344731309678822 0.073348134228017184 1.2605169458100292 1.3137079338800339 0.38299601757780033 0.075024060144252516 0.10782346043339436 0.00019291512173662305 1.198973440023569 0.092074872325788176 0.27817209738272208 2.1919900252819065 -0.038578396549695956 -0.06462011084234788 0.49260625338382857 0.60092678336210026 2.1946906822377987 1.1756851654052733 0.26996618553578594 0.86396288965855317 1.2911411676406861 0.091730245047145428 1.1273039280573527 0.35541734249742185 -0.044061928529005784 0.026401558242627046 1.2837427340215073 0.1273342840595158 1.0084989602565766 -0.013957234712760254 0.62378354929685598 0.57864976634149967 -0.68768901705741881 0.096428422902367625 -0.11848815288808612 0.6125987982182276 0.14171273188841971 -0.083121799782737704 0.58384138625601067 -0.51611676257589589 -0.4279205067952474 0.26133869818278721 -0.30168249457223073 0.229925013832424 -0.021971951687455374
leaf_weight=1438 79 150 5543 31 24 24 23 21 47 26 59 550 127 87 45 2751 33 21 225 2396 188 3546 26 119 27 20 70795 163 139 43 22 20 464 35 20 180 30 212 91 67 24 437 20 10835 50 23 24 294 261 42 95 764 23 23 21 28 35 23 667
leaf_count=1438 79 150 5543 31 24 24 23 21 47 26 59 550 127 87 45 2751 33 21 225 2396 188 3546 26 119 27 20 70795 163 139 43 22 20 464 35 20 180 30 212 91 67 24 437 20 10835 50 23 24 294 261 42 95 764 23 23 21 28 35 23 667
internal_value=0 0.409528 -0.0107207 0.672841 2.41765 0.603826 1.48988 1.91802 0.131392 0.551627 1.46528 0.507317 0.601151 1.03101 0.108673 -0.0232391 0.099217 -0.0285041 0.0941779 0.163154 0.484649 0.0240493 0.117613 0.0707733 0.388842 1.09256 -0.0288248 0.294072 0.191852 0.765256 1.14035 0.123218 0.117158 0.0832805 0.312163 -0.0367405 0.239669 0.0954772 0.0590365 0.14832 0.257457 -0.0375605 0.340791 0.00556997 0.0409789 -0.0126903 -0.178384 0.213867 0.0211271 0.231076 -0.0477123 -0.0355543 0.0127363 -0.141665 -0.105506 -0.067468 -0.0826631 -0.073973 -0.00381343
internal_weight=0 2591 101005 1348 55 1293 127 104 8170 422 83 1166 952 214 7748 92835 7638 87914 7605 3834 738 3771 1243 4921 396 47 87893 349 302 110 65 3290 3270 2786 484 71442 210 1217 214 995 530 71232 99 16451 5593 10858 115 506 465 109 356 1631 809 222 199 178 822 787 786
internal_count=103596 2591 101005 1348 55 1293 127 104 8170 422 83 1166 952 214 7748 92835 7638 87914 7605 3834 738 3771 1243 4921 396 47 87893 349 302 110 65 3290 3270 2786 484 71442 210 1217 214 995 530 71232 99 16451 5593 10858 115 506 465 109 356 1631 809 222 199 178 822 787 786
cat_boundaries=0 6 12 13 17 21 27 33 38 39 40 46 52 57 58
cat_threshold=3194884 512 268501544 33554432 0 4096 1074823168 536887296 4608 171049258 262192 32 136 32768 536870912 0 33685504 1073741824 0 0 1048832 111494664 528 8454248 0 276832324 12288 872433536 2151841826 524458 335654912 67642370 8 335544448 2415919232 256 69206018 524352 3880 1313 41944576 147456 0 8192 4 8192 0 131104 64 0 8192 256 21500068 2097316 270565506 16778240 4608 18
is_linear=0
shrinkage=0.01


Tree=108
num_leaves=59
num_cat=17
split_feature=0 11 4 25 25 26 3 4 15 24 3 25 14 3 26 5 3 4 10 24 25 5 0 12 6 3 14 4 25 24 22 26 21 25 24 5 25 25 24 0 13 14 3 0 25 26 23 25 24 6 0 0 24 12 5 5 4 9
split_gain=4.37306e+06 3.33043e+06 2.94688e+06 1.76195e+06 1.40423e+06 778168 1.3367e+06 728992 584002 476216 709081 832510 476337 475820 546578 437145 422245 357968 348627 323580 315254 311070 287631 734581 321257 282154 260741 291724 259167 255016 245119 223967 193785 192958 178077 316790 184745 172704 163856 172673 155662 150311 143399 191287 115714 112161 67726.5 61920 44764 40413.7 38711 31147.7 29665.6 19875.7 12659.7 13704.6 9045.48 4892.12
threshold=131.25500000000002 620.32400000000007 371.41875000000005 0 1 2022.5000000000002 670.0675 547.82000000000005 259.21600000000007 2 670.0675 3 678.01075000000003 53.872267500000007 2022.5000000000002 64.594250000000002 297.47500000000008 1085.2750000000003 255.92650000000003 4 5 370.38000000000005 53.937500000000007 144.54600000000002 91.254000000000019 414.53600000000012 382.28075000000007 87.012500000000017 6 7 49.365000000000009 2022.5000000000002 48.970275000000008 8 9 326.45950000000005 10 11 12 11.555000000000001 180.91300000000004 808.55215250000015 27.936450000000004 112.50100000000002 13 2022.5000000000002 3.0250000000000008 14 15 9.1045570000000016 297.71250000000003 438.42500000000007 16 95.68125000000002 130.89900000000003 117.99690000000002 767.98765000000014 77.430199999999999
decision_type=2 2 2 9 9 2 2 2 2 1 2 9 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 9 1 2 2 2 9 1 2 9 9 1 2 2 2 2 2 9 2 2 9 1 2 2 2 1 2 2 2 2 2
left_child=3 4 -3 7 5 6 21 9 19 10 11 45 22 17 -15 28 -10 56 33 25 26 29 24 -24 -11 -7 27 32 38 -2 -21 -13 -17 48 36 -36 -35 -29 47 40 -40 42 46 -44 -41 -1 -30 52 51 -49 -50 -6 -5 54 55 -22 -9 -56
right_child=1 2 -4 15 18 8 -8 13 16 12 -12 31 -14 14 -16 20 -18 -19 -20 30 53 -23 23 -25 -26 -27 -28 37 41 -31 -32 -33 -34 34 35 -37 -38 -39 39 44 -42 -43 43 -45 -46 -47 -48 49 50 -51 -52 -53 -54 -55 57 -57 -58 -59
leaf_value=0.12641682753483943 0.28752114301636106 0.86394475391932901 5.8194832465762181 0.17759422296628902 -0.0095053440634208387 0.378871284951182 3.4334873676300051 -0.13767397701740267 1.9670852100186877 0.00026217959321073766 1.6913532292842866 0.48852698828506563 1.3090048020680747 0.37698831772804264 2.5258581260154989 0.10593790916152872 0.29468442247464111 1.4063477447509767 1.1685379109238132 -0.15467909364864743 -0.033477227531088505 1.6724029646421732 0.21512078543901442 2.2251443033218385 0.29308298693009205 1.484998170045706 1.3369760646224023 0.13381887082768754 -0.039261317688498013 0.87128339621021933 1.0056400985717775 0.24485733553158168 1.0751384707859584 -0.32665030462401257 0.24786280786924397 1.3335313136237008 0.14214690558656431 0.71938601310188699 0.0083067147974663341 0.37021014209279046 0.42352649049444518 0.81049368177141456 0.030214511599674823 0.96677084790034729 0.090350253585227011 -0.031662491669584486 0.077436520139614273 -0.054239989837788806 -0.079555134755461956 0.016817021667642273 -0.363286531829834 0.40864796985750618 -0.0011947824001312256 0.22171056871060973 -0.1060642787209579 0.17100443323453265 0.11343836637643667 0.029091655139265388
leaf_weight=915 137 28 21 181 79 204 20 32 36 4037 32 776 30 20 29 1170 26 25 33 203 366 38 200 20 413 26 20 103 67643 360 20 734 21 102 670 28 328 138 11527 157 91 21 2500 22 1595 881 501 5201 134 946 75 23 190 27 350 36 26 29
leaf_count=915 137 28 21 181 79 204 20 32 36 4037 32 776 30 20 29 1170 26 25 33 203 366 38 200 20 413 26 20 103 67643 360 20 734 21 102 670 28 328 138 11527 157 91 21 2500 22 1595 881 501 5201 134 946 75 23 190 27 350 36 26 29
internal_value=0 0.40545 2.98775 -0.0106127 0.355673 0.629584 0.895246 0.130087 0.355514 0.118141 0.209296 0.195583 0.0528448 0.867365 1.64877 -0.0230066 1.26576 0.406055 0.151262 0.230933 0.114366 0.800358 0.0448884 0.39785 0.0274386 0.482915 0.20168 0.187232 -0.0264368 0.733683 -0.0484423 0.367646 0.123027 0.128985 0.188812 0.287298 0.0260473 0.504526 0.00545874 0.0254955 0.011559 -0.0354065 -0.0356629 0.0383843 0.118058 0.0486028 -0.0384033 -0.0356176 -0.0911492 -0.0432343 -0.173091 0.0772141 0.088403 -0.0444855 -0.0542578 -0.0151654 -0.0251064 -0.0957225
internal_weight=0 2591 49 101005 2542 1070 555 8170 515 8038 3338 3306 4700 132 49 92835 62 83 1472 453 2260 535 4670 220 4450 230 1452 1432 90575 497 223 1510 1191 1439 1128 698 430 241 19888 13370 11618 70687 70666 2522 1752 1796 68144 6518 311 6147 209 102 371 808 781 402 58 379
internal_count=103596 2591 49 101005 2542 1070 555 8170 515 8038 3338 3306 4700 132 49 92835 62 83 1472 453 2260 535 4670 220 4450 230 1452 1432 90575 497 223 1510 1191 1439 1128 698 430 241 19888 13370 11618 70687 70666 2522 1752 1796 68144 6518 311 6147 209 102 371 808 781 402 58 379
cat_boundaries=0 6 9 10 16 17 23 29 30 35 36 42 48 49 50 55 56 57
cat_threshold=1074823168 536887296 4608 171049258 262192 32 1097732 512 268501544 91 0 16384 512 36700192 262176 32 1079 2442752 544 8388832 98304 268443717 12544 872433536 2151841824 524458 335654912 76030982 8 2184 335609984 2415919232 8388866 69206018 8912960 228 0 16384 0 33554432 0 8192 512 512 32 0 0 8192 2696 67108864 268435584 0 130 0 67633152 356 2056
is_linear=0
shrinkage=0.01


Tree=109
num_leaves=60
num_cat=10
split_feature=0 2 16 25 25 1 2 2 12 6 4 3 24 0 1 1 24 6 7 12 14 12 1 7 25 1 0 3 3 4 6 1 25 2 10 0 9 0 0 3 2 15 8 25 0 24 24 0 4 8 24 10 1 0 1 26 26 0 2
split_gain=4.28678e+06 3.47568e+06 2.63195e+06 1.72762e+06 892138 879953 818072 1.39432e+06 837207 1.08282e+06 646054 560842 541470 549158 500594 441459 420090 469660 377342 359806 343786 385616 285783 285160 263742 294375 258896 252255 212902 207742 203358 198041 197287 191284 180692 156754 154244 121112 103108 97809.5 170453 96271.4 223844 94086.8 103611 202994 125390 81411.4 79930.5 65304.1 43456.4 41251.7 22446.8 27339.2 20332.8 14526.6 13770.4 5099.99 4304.06
threshold=131.25500000000002 440.02900000000005 264.3250000000001 0 1 511.45025000000004 54.609000000000002 58.710000000000001 218.14250000000004 108.75750000000001 1085.2750000000003 7.7340000000000009 2 1077.3535000000002 91.273700000000005 41.632000000000012 3 143.41900000000001 264.10000000000008 162.43300000000002 678.01075000000003 890.55300000000011 8.0935000000000006 421.77600000000007 4 884.13250000000005 468.98000000000008 1077.3535000000002 335.00670000000008 23.091000000000005 448.18200000000007 180.57000000000002 5 4.402000000000001 901.21050000000014 507.82280000000009 65.980000000000004 242.5325 120.13000000000001 242.38250000000002 91.088000000000008 172.50050000000002 119.92700000000001 6 316.39255000000009 7 8 123.504 81.524400000000014 42.490905000000005 9 94.544650000000004 233.37814 85.033590000000018 151.82000000000002 2022.5000000000002 2022.5000000000002 262.14225000000005 134.00760000000002
decision_type=2 2 2 9 9 2 2 2 2 2 2 2 1 2 2 2 1 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 9 2 1 1 2 2 2 1 2 2 2 2 2 2 2 2
left_child=3 4 5 6 12 11 10 -8 16 -10 20 22 33 14 19 32 17 -9 43 -14 21 27 -3 -18 25 28 -16 -1 30 -20 -17 -30 34 54 41 -13 37 -35 39 49 -41 48 -43 50 45 -45 -46 -40 -5 -34 57 52 53 -26 55 -2 -52 -6 -54
right_child=1 2 -4 15 18 -7 7 8 9 -11 -12 35 13 -15 26 24 23 -19 29 -21 -22 -23 -24 -25 51 -27 -28 -29 31 -31 -32 -33 38 36 -36 -37 -38 -39 47 40 -42 42 -44 44 46 -47 -48 -49 -50 -51 56 -53 58 -55 -56 -57 -58 -59 -60
leaf_value=0.066942441550677245 -0.080340457227494985 0.98441104451815298 5.1100197609265647 -0.0097887293923619913 -0.1573712852367988 2.6776365293396847 2.4980951725641889 0.39217918227253862 0.36135423683351087 3.3023190938858762 1.4578142581266516 0.66917054714300694 0.34441078660958135 1.817738037611309 1.1137991824538969 0.10961351342628639 0.031661920238652996 1.534216967150569 0.38745281342665361 1.3928024711608888 1.0659602606637137 1.4264890198480515 2.5817943954467775 1.1440553267796834 -0.04259283758178932 1.3488250122070313 0.38951105029766375 1.0349672049063223 1.381201225885978 1.6217305084228517 1.1221095943450927 0.092062477632002399 -0.040325580623020239 0.96600704385174652 0.81368057816116901 -0.34520216979980467 -0.3914784043768178 0.17557391802469891 0.81391578464508063 0.084485433349242578 1.0761433284282684 0.091358297804852481 1.174874859723178 0.26701997550227974 0.54672468718935241 -0.065942959247532892 0.13436391881201418 0.057379746870561084 0.10195552832982609 0.035494059368955132 0.15236189239165362 0.40510402488708497 -0.14017492025893258 0.2993835572401683 -0.54951375141143799 -0.38403864077159333 -0.060446899760853157 -0.29216113074881134 -0.29628600740432737
leaf_weight=9028 36 24 21 22344 52 36 30 361 31 21 34 39 506 38 205 2433 579 40 30 35 35 21 21 24 901 20 65 27 26 25 20 22 62577 36 27 25 23 42 25 130 20 143 22 306 112 431 246 33 659 1157 68 20 151 24 25 28 55 61 20
leaf_count=9028 36 24 21 22344 52 36 30 361 31 21 34 39 506 38 205 2433 579 40 30 35 35 21 21 24 901 20 65 27 26 25 20 22 62577 36 27 25 23 42 25 130 20 143 22 306 112 431 246 33 659 1157 68 20 151 24 25 28 55 61 20
internal_value=0 0.401433 1.8013 -0.0105051 0.305607 1.32211 0.112622 0.372218 0.311824 1.54905 0.081917 0.874414 0.525743 0.635321 0.587752 -0.0243922 0.247744 0.493784 0.135811 0.412236 0.0767825 0.0729679 1.72986 0.0746975 0.083548 0.139883 0.939434 0.0698289 0.130775 0.948488 0.117869 0.790346 -0.0289003 0.0288159 -0.00390648 0.272931 0.328182 0.540389 -0.0379603 -0.0383489 0.216706 -0.00486098 0.235827 0.10325 0.141534 0.0750305 0.282395 0.383473 -0.00658743 -0.0389492 -0.0771102 -0.0445657 -0.053178 -0.0337199 -0.307676 -0.213208 0.0529025 -0.211424 -0.158434
internal_weight=0 2591 166 101005 2425 145 10231 1086 1056 52 9145 109 1039 849 811 90774 1004 401 1386 541 9111 9076 45 603 3637 2521 270 9055 2501 55 2453 48 87137 190 23195 64 101 78 63942 63884 150 23168 165 1331 1095 737 358 58 23003 63734 236 1116 1096 925 89 64 123 113 171
internal_count=103596 2591 166 101005 2425 145 10231 1086 1056 52 9145 109 1039 849 811 90774 1004 401 1386 541 9111 9076 45 603 3637 2521 270 9055 2501 55 2453 48 87137 190 23195 64 101 78 63942 63884 150 23168 165 1331 1095 737 358 58 23003 63734 236 1116 1096 925 89 64 123 113 171
cat_boundaries=0 6 12 13 14 20 26 31 32 33 34
cat_threshold=1074823168 536920064 4610 171082026 270384 32 2146308 536887808 268501544 0 0 4096 136 626 111494664 528 10551528 0 276824132 12288 872433536 2151809570 524460 335622656 67634182 264 67108992 2415919264 8388866 69206018 524288 1322 2073 3602
is_linear=0
shrinkage=0.01


Tree=110
num_leaves=64
num_cat=13
split_feature=0 2 7 25 25 1 12 3 4 24 3 26 4 1 2 2 1 2 9 2 7 5 5 24 3 12 26 3 24 25 6 18 6 2 25 2 5 1 0 10 25 25 1 2 6 24 0 24 25 24 22 0 4 0 3 1 2 3 1 3 2 0 0
split_gain=4.09813e+06 3.12885e+06 3.11705e+06 1.7166e+06 1.53663e+06 920917 1.59897e+06 913829 666765 645799 620116 572402 551876 526769 501631 872360 2.03748e+06 1.11204e+06 459866 433511 563601 384482 429334 372454 374462 356391 351936 558070 308656 372971 306576 426285 273883 270134 263929 1.27438e+06 257562 250557 244047 236002 227710 197819 183158 170086 149115 146517 278870 144597 123717 114185 111756 105815 91989.9 227134 89836.9 88484.8 58590 55602.5 55157 49224.7 47140.1 35307.1 23729.7
threshold=162.49250000000004 597.17782000000011 361.43000000000006 0 1 383.83325000000008 218.14250000000004 414.53600000000012 371.41875000000005 2 335.00670000000008 2022.5000000000002 483.06600000000009 511.45025000000004 52.029000000000003 55.44250000000001 1.6551500000000001 53.632429500000008 109.53250000000001 190.99500000000003 48.675000000000004 392.81250000000006 448.18200000000007 3 170.74000000000004 375.28000000000003 2022.5000000000002 8.0730000000000022 4 5 173.40750000000003 112.93205000000002 189.19640000000001 22.153894000000005 6 542.8678000000001 29.441209500000003 36.721200000000003 30.063000000000006 1098.7459000000001 7 8 469.21250000000003 130.34875000000002 243.82689999999999 9 1077.3535000000002 10 11 12 77.597800000000007 28.772400000000001 137.69150000000005 61.978000000000002 65.713074000000006 78.098632500000022 414.53600000000012 514.39811750000013 61.114000000000011 3.1330000000000005 88.937799999999996 285.35875000000004 206.37168000000005
decision_type=2 2 2 9 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 9 2 2 2 2 9 2 2 2 2 2 9 9 2 2 2 1 2 1 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 10 5 7 14 9 8 23 54 11 -3 -10 19 21 16 17 -16 -14 20 -9 28 -23 24 -2 -25 38 -28 29 -1 37 -32 -24 39 35 36 59 -17 -11 41 62 47 45 -38 48 61 -47 51 49 -36 -30 -5 58 -54 60 -46 -50 -49 -43 -35 -7 -42 -6
right_child=1 2 -4 33 40 6 -8 13 12 26 -12 -13 18 -15 15 30 -18 -19 -20 -21 -22 22 32 25 -26 -27 27 -29 50 -31 31 -33 -34 34 44 -37 43 -39 -40 -41 42 52 -44 -45 55 46 -48 57 56 -51 -52 -53 53 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.41992779704502653 0.77153740772759238 1.6117301906585693 5.3187360413869227 0.013019598192026822 -0.091647845727426028 -0.11376886851751981 3.314759745824905 0.60588024052706635 2.7575002085078846 0.017049080818257435 2.5564569299871271 -0.52817966461181642 0.2107176195608603 2.8241563842773441 1.1257454173564911 0.053288876168311586 -0.42337086303814042 4.4205266827628726 1.9880721427996955 0.16535410199846542 2.8446891610518747 1.788639967441559 0.10899926880030955 0.10562447081362049 -0.21480682816616323 1.4829123849868773 2.1407700529763862 0.34571701575969827 0.0012689523738846321 0.083670358717456553 0.76753275290612255 -0.75067449251810714 1.315938421332318 -0.036938383489095866 0.11871035883695105 2.7506298637390136 0.39591032742358312 0.34981014233009489 1.3359437589645387 1.0567732582092284 -0.15686041226229036 -0.041642129284371728 0.89287855148315431 1.4074655987999658 0.23813030569893973 0.16400181276562772 1.1348857424336094 -0.031234963982382014 -0.045960651358234669 -0.0081874300204140514 0.51276019562122432 0.15850785275119897 0.06263649078706901 1.1707881023883819 -0.63452593003000535 1.0719392328262329 -0.31898211524600079 0.37374699564541092 0.038770345381308371 0.22840009623856256 0.42921809786841986 0.054817070420583092 -0.43396868858808357
leaf_weight=340 367 25 24 11322 27 67 21 22 22 47 22 25 37 25 20 945 37 21 24 28 23 24 103 310 43 20 43 29 6476 6327 155 21 23 238 1389 20 68 408 20 20 166 56865 32 22 35 648 31 11739 1223 1443 43 523 246 20 28 20 84 34 866 99 21 150 81
leaf_count=340 367 25 24 11322 27 67 21 22 22 47 22 25 37 25 20 945 37 21 24 28 23 24 103 310 43 20 43 29 6476 6327 155 21 23 238 1389 20 68 408 20 20 166 56865 32 22 35 648 31 11739 1223 1443 43 523 246 20 28 20 84 34 866 99 21 150 81
internal_value=0 0.433109 2.19771 -0.0078797 0.350715 0.0900046 0.66244 0.651435 0.549811 0.444013 1.15737 0.541775 1.3997 1.57134 0.0794918 0.2464 1.27796 2.81332 0.910005 1.14229 1.75016 0.0593792 0.562806 0.454486 0.652185 0.183535 0.869793 1.41776 0.0536524 0.101422 0.193776 0.586383 0.329314 -0.0251539 0.0490557 0.277285 0.167931 0.142705 0.410749 -0.0293758 0.100074 -0.029642 0.14678 0.643179 0.0240125 0.12426 0.205304 -0.0052333 0.0171962 0.0542503 0.00463569 0.019427 -0.0395742 0.145956 -0.129966 0.541334 -0.0630253 -0.0300399 -0.0404359 0.0410097 0.0158076 -0.0546511 -0.318864
internal_weight=0 2152 96 101495 2056 15219 276 921 823 255 72 50 83 98 14943 1607 78 41 61 73 45 13336 150 740 410 330 139 72 13186 6667 1529 176 126 86276 4641 447 427 1353 67 81635 1135 81615 1027 90 4194 995 679 23618 4139 2832 6519 11845 57997 266 116 55 1307 11773 57731 337 88 316 108
internal_count=103647 2152 96 101495 2056 15219 276 921 823 255 72 50 83 98 14943 1607 78 41 61 73 45 13336 150 740 410 330 139 72 13186 6667 1529 176 126 86276 4641 447 427 1353 67 81635 1135 81615 1027 90 4194 995 679 23618 4139 2832 6519 11845 57997 266 116 55 1307 11773 57731 337 88 316 108
cat_boundaries=0 6 12 13 14 15 19 25 29 35 36 37 43 44
cat_threshold=1082112 536887298 4648 41066498 537665552 32 2129924 512 544 33554432 0 4096 2760 2166 1139 0 536870912 0 1179650 16384 4194464 0 0 268435456 4096 8650880 128 0 1081346 343934080 2424471584 17301970 335609856 67126374 9480 197 1334 103089292 2097684 346128448 0 4101 8192 851
is_linear=0
shrinkage=0.01


Tree=111
num_leaves=64
num_cat=18
split_feature=0 7 17 25 25 1 12 24 3 24 0 25 3 0 5 7 25 26 1 0 26 3 26 24 6 6 0 25 10 24 0 3 4 24 6 5 4 25 3 13 14 3 24 24 24 0 3 0 4 0 13 0 10 11 0 0 0 25 25 1 0 25 24
split_gain=4.01656e+06 2.63592e+06 4.86892e+06 1.68254e+06 1.39892e+06 902580 1.56715e+06 805375 1.00912e+06 632947 629173 495963 594259 457229 614049 371918 364557 360921 347702 637860 344932 546964 328038 1.05565e+06 307159 265968 263333 258412 256344 254338 239190 218199 509489 199202 194421 193754 199222 192278 173832 154061 141934 125155 118697 113711 111055 107485 88049.2 84464.9 82419.9 76459.5 82821.1 171513 65659.6 63521 59171.8 52382.5 67160.1 52312 44974.5 42784.6 34623.3 22012 20996.7
threshold=162.49250000000004 361.43000000000006 270.62000000000006 0 1 383.83325000000008 218.14250000000004 2 472.9221300000001 3 594.30750000000012 4 1077.3535000000002 883.10000000000014 180.91300000000004 394.58800000000002 5 2022.5000000000002 165.05000000000004 242.5325 2022.5000000000002 8.0730000000000022 2022.5000000000002 6 222.67000000000004 393.73500000000007 53.136253000000004 7 901.21050000000014 8 30.063000000000006 48.376050000000006 303.67750000000007 9 165.29860000000002 62.172000000000004 87.012500000000017 10 315.53370000000007 246.98250000000004 808.55215250000015 170.74000000000004 11 12 13 883.10000000000014 65.713074000000006 658.11750000000018 184.12550000000002 11.157000000000002 66.547500000000028 80.731500000000025 155.79400000000004 40.081250000000011 44.745000000000005 1077.3535000000002 507.82280000000009 14 15 542.71780000000012 507.82280000000009 16 17
decision_type=2 2 2 9 9 2 2 1 2 1 2 9 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 9 2 1 2 2 2 1 2 2 2 9 2 2 2 2 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 9 1
left_child=3 4 10 5 7 11 9 8 13 46 25 22 15 14 -2 29 18 -10 34 -20 30 -22 23 26 -17 38 -1 28 35 -13 -11 39 -33 -25 -9 40 44 60 53 -24 42 47 -5 45 -37 48 59 -18 -39 58 52 -52 57 -3 -38 56 -45 -51 62 -7 -6 -60 -29
right_child=1 2 -4 27 37 6 -8 16 17 20 -12 12 -14 -15 -16 24 41 -19 19 -21 21 -23 31 33 -26 -27 -28 49 -30 -31 -32 32 -34 -35 -36 36 54 43 -40 -41 -42 -43 -44 55 -46 -47 -48 -49 -50 50 51 -53 -54 -55 -56 -57 -58 -59 61 -61 -62 -63 -64
leaf_value=1.03156561594743 0.51783673810348352 0.85343868838416204 6.3259188113212588 -0.036231894438482348 -0.13663733456622471 -0.2493546772003174 3.2816122200375517 0.17134859405368208 3.3049965131850469 0.016878590482346557 2.2457753664652507 0.10663655093078339 1.7307769248599099 1.9336642982113748 1.558030214167353 0.31110307107488794 -0.030507077184216729 1.4509897577194939 2.6201997057199482 0.63307643038885941 2.1193623924255371 0.34225985362611966 0.006885229660918488 0.019747817917197361 1.506612152888857 -0.41249722707839243 -0.092748883962631229 -0.043507573440673276 1.0542071922965672 0.0086616587684429334 1.3225843167304994 0.1865542275958591 1.5351057648658752 0.28055410867204539 1.1013456765504983 0.1804566310355866 0.34613564275205139 0.17320035945520315 1.6313958946863809 0.50732175753666797 0.81500653130667544 0.51774878452985718 0.0069108827819051493 -0.017296563141124766 -0.041001676253565073 0.87239764036955669 -0.62818065507071363 -0.70189117613292884 0.74833140496854433 0.038689568788084445 0.015085563900622916 1.1021235178765796 0.57027558505535125 0.10988797163963318 0.79551657563761669 -0.42214176177978519 0.363739307793704 -0.035414227042792644 -0.1691642069189172 0.19911392619976631 -0.44215138853864466 -0.047295717718167464 -0.02141214986214297
leaf_weight=221 371 27 20 9535 176 36 21 166 21 47 30 3988 21 31 67 83 174 21 20 84 43 29 1148 500 29 21 23 6441 23 7878 20 225 32 730 26 449 128 323 21 65 21 39 19210 291 445 27 28 21 27 1638 47 21 20 20 38 26 55 2248 142 52 47 32669 13201
leaf_count=221 371 27 20 9535 176 36 21 166 21 47 30 3988 21 31 67 83 174 21 20 84 43 29 1148 500 29 21 23 6441 23 7878 20 225 32 730 26 449 128 323 21 65 21 39 19210 291 445 27 28 21 27 1638 47 21 20 20 38 26 55 2248 142 52 47 32669 13201
internal_value=0 0.428778 1.76064 -0.0078003 0.336811 0.0891078 0.655815 0.589087 0.875863 0.439573 0.993368 0.0787003 0.0500055 0.760019 0.676953 0.0471005 0.301492 2.37799 0.531573 1.01522 0.861095 1.40358 0.194821 0.300898 0.620655 0.571208 0.889145 -0.0249022 -0.00110304 0.0416868 0.406641 0.0897811 0.354467 0.17555 0.297286 -0.0019172 0.130857 0.0599499 0.874999 0.0337017 -0.00680981 0.000591215 -0.0074102 0.136627 0.0717828 0.257632 -0.128666 -0.10281 0.217568 -0.0374892 0.00479472 0.350788 -0.00122873 0.537034 0.449006 0.0104625 0.0432727 -0.00417008 -0.0406999 0.0156495 -0.1924 -0.0478745 -0.0286761
internal_weight=0 2152 139 101495 2013 15219 276 1041 511 255 119 14943 11999 469 438 11978 530 42 296 104 139 72 2944 1474 112 89 244 86276 29849 11866 67 1470 257 1230 192 29826 1060 972 68 1213 28766 234 28745 749 894 377 116 195 350 56427 3974 68 3906 47 166 372 346 3886 52453 88 223 32811 19642
internal_count=103647 2152 139 101495 2013 15219 276 1041 511 255 119 14943 11999 469 438 11978 530 42 296 104 139 72 2944 1474 112 89 244 86276 29849 11866 67 1470 257 1230 192 29826 1060 972 68 1213 28766 234 28745 749 894 377 116 195 350 56427 3974 68 3906 47 166 372 346 3886 52453 88 223 32811 19642
cat_boundaries=0 6 12 13 14 18 21 22 28 29 30 34 35 36 37 41 47 51 52
cat_threshold=1082112 536887298 4648 41066498 537665552 32 3178500 536887808 544 33554432 0 4096 2390 2760 32768 536870912 0 3309568 1081344 0 32 72 343950464 2147648160 524754 335610368 268452934 13568 51 1412 8651904 268435584 74 1081346 2696 3874 1848 40108036 35651584 10551296 1088 2949124 281018388 295731205 2156136449 75498152 25 0 0 0 134218024 2248
is_linear=0
shrinkage=0.01


Tree=112
num_leaves=64
num_cat=12
split_feature=0 2 7 25 25 3 1 0 0 3 26 2 2 24 3 0 1 2 24 25 5 26 7 10 25 9 14 2 25 2 10 1 6 25 25 9 24 0 9 6 1 24 0 9 2 1 3 7 0 2 13 1 0 10 10 0 0 3 25 0 0 0 0
split_gain=3.93663e+06 3.03775e+06 3.02635e+06 1.64978e+06 1.47469e+06 876295 764811 898152 710281 601216 559989 542891 2.13808e+06 514817 566174 737924 514483 457493 430458 672033 574268 543957 424196 409255 341654 323690 310412 318194 307779 783091 298957 266336 297378 227708 219630 207148 193209 396445 179404 170545 191651 165712 452762 145303 130722 127607 110544 136298 156098 96479.1 87142.6 66974.1 55552.6 53071 128447 67394.1 52843.2 48104.2 43139.1 23101.4 3963.66 275.742 94.9602
threshold=162.49250000000004 597.17782000000011 361.43000000000006 0 1 414.53600000000012 383.83325000000008 6.6497500000000009 85.033590000000018 335.00670000000008 2022.5000000000002 52.029000000000003 55.44250000000001 2 1.4240000000000002 367.42525000000006 511.45025000000004 23.046000000000003 3 4 392.81250000000006 2022.5000000000002 48.675000000000004 451.48500000000007 5 5.5890000000000013 356.84390000000002 174.76450000000003 6 749.57248000000016 901.21050000000014 542.71780000000012 200.23362600000004 7 8 44.929500000000004 9 149.11750000000004 242.38250000000002 85.762625000000014 1070.9310000000003 10 1077.3535000000002 299.52325000000002 7.7340000000000009 756.19086000000004 44.856750000000012 46.068000000000005 90.015000000000015 1070.9310000000003 120.57000000000001 65.579000000000022 54.946000000000005 31.840000000000007 38.657500000000006 51.025000000000013 1077.3535000000002 119.66617500000002 11 206.37168000000005 468.98000000000008 594.30750000000012 273.37500000000006
decision_type=2 2 2 9 9 2 2 2 2 2 2 2 2 1 2 2 2 2 1 9 2 2 2 2 9 2 2 2 9 2 2 2 2 9 9 2 1 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
left_child=3 4 9 6 5 13 11 39 -9 10 -3 18 -13 14 15 -2 22 24 19 21 -21 -1 -7 25 30 -14 27 -15 29 31 36 32 -19 35 59 -20 37 -5 41 40 45 56 -43 -35 -16 -8 51 50 -49 53 -48 58 -53 55 -55 -30 -36 -38 -26 -6 62 -62 -61
right_child=1 2 -4 17 34 16 7 8 -10 -11 -12 12 23 26 44 -17 -18 28 33 20 -22 -23 -24 -25 46 -27 -28 -29 49 -31 -32 -33 -34 43 38 -37 57 -39 -40 -41 -42 42 -44 -45 -46 -47 47 48 -50 -51 -52 52 -54 54 -56 -57 -58 -59 -60 60 61 -63 -64
leaf_value=1.7192064874822444 0.80091055264075595 1.5902690757751463 5.2384930435816441 0.03387726786749376 -0.089365000194973412 0.3204071320806231 0.19703347312079536 2.7963902169466017 0.46225724306973548 2.5157218152826482 -0.52631090068817143 2.6785038693327654 0.3166866184715118 0.17965782899069282 -0.078875867971559863 2.1993187193623904 2.7768358413696292 0.087687228770103404 -0.077839155565337118 0.13890038081081743 1.5562438662298794 0.32517467030307701 1.8462817566018357 1.4590444488768224 -0.057947992079544701 -0.18237580896851543 1.5664781661033629 0.81412906455010492 -0.0321931848229145 1.5772271705318142 1.0804842435396633 1.2367461881183441 0.58321892981491397 0.086296216195030792 -0.0023439293960472209 0.29824927141831359 -0.024918627771187942 1.2945371528625489 0.84868623174939839 1.1008127281188964 -0.60768585443496703 0.17211039404470996 1.5480527954101564 0.56313761956763997 0.62850776559776733 1.0410433657273002 0.0068019250910139198 0.20847862351220101 1.1584481067657471 -0.57015869202152369 0.64136837915940714 0.02046333109443282 0.28161426423076125 0.90089469001406719 0.053659541439418951 0.20998620089666906 -0.43151458740234377 0.11042439883083216 -0.035701765405298402 -0.37170966672897338 -0.52279222679138182 -0.47090998672303697 -0.34089405822753904
leaf_weight=55 108 25 24 11375 27 35 81 32 22 22 25 38 586 427 41 58 25 3118 1856 2006 29 57 38 27 10527 167 20 97 2282 37 26 21 126 2012 385 159 11055 25 35 25 24 551 25 66 72 23 1326 128 20 31 22 858 90 21 121 121 31 269 52631 20 20 21 20
leaf_count=55 108 25 24 11375 27 35 81 32 22 22 25 38 586 427 41 58 25 3118 1856 2006 29 57 38 27 10527 167 20 97 2282 37 26 21 126 2012 385 159 11055 25 35 25 24 551 25 66 72 23 1326 128 20 31 22 858 90 21 121 121 31 269 52631 20 20 21 20
internal_value=0 0.42449 2.16322 -0.00772205 0.343305 0.6379 0.137374 0.736685 1.84545 1.13812 0.531979 0.119992 0.362224 0.538386 0.886081 1.28951 1.53871 -0.0189213 0.0882378 0.20253 0.15832 0.926978 1.1147 0.249379 -0.0246067 0.206005 0.33757 0.297108 0.0665028 0.1302 0.00878905 0.114201 0.106934 0.0277229 0.097772 -0.0479249 0.00756672 0.0366098 0.143644 0.345357 0.197807 0.120217 0.227874 0.100955 0.371846 0.38369 -0.0361837 0.0487859 0.336853 -0.0155916 0.0171584 -0.0381723 0.0452561 -0.00889781 0.178955 -0.0199986 -0.0335196 -0.0216844 -0.0394245 -0.313643 -0.427124 -0.496218 -0.356302
internal_weight=0 2152 96 101495 2056 921 7265 207 54 72 50 7058 818 823 279 166 98 94230 6240 2147 2035 112 73 780 88352 753 544 524 5878 3302 22750 3265 3244 4093 1135 2015 22724 11400 1027 153 128 992 576 2078 113 104 65602 1496 148 2576 1348 64106 948 2545 142 2403 416 11324 63158 108 81 41 40
internal_count=103647 2152 96 101495 2056 921 7265 207 54 72 50 7058 818 823 279 166 98 94230 6240 2147 2035 112 73 780 88352 753 544 524 5878 3302 22750 3265 3244 4093 1135 2015 22724 11400 1027 153 128 992 576 2078 113 104 65602 1496 148 2576 1348 64106 948 2545 142 2403 416 11324 63158 108 81 41 40
cat_boundaries=0 6 12 13 14 18 24 30 35 39 40 41 46
cat_threshold=1081344 536887298 512 7503874 262160 32 2129924 512 544 33554432 0 4096 2130 83 0 536870912 0 131072 343933824 2147647488 524794 369172480 537420834 9472 35931776 4194976 268435560 33554432 268443717 4096 1048576 536870912 512 131072 262144 8650880 128 0 1081346 1334 709 134217792 1275398152 2786397184 1207976872 1231159296
is_linear=0
shrinkage=0.01


Tree=113
num_leaves=64
num_cat=8
split_feature=0 2 7 25 25 1 12 3 3 26 1 2 25 6 6 2 2 7 25 20 26 26 2 6 6 9 2 25 2 7 25 1 16 25 1 9 6 25 0 11 1 1 3 26 0 0 20 11 6 0 0 7 6 2 2 3 8 26 2 2 0 11 2
split_gain=3.85829e+06 2.9773e+06 2.96612e+06 1.61815e+06 1.44534e+06 867609 1.53049e+06 858857 589252 548845 504245 487005 671919 463411 453282 564355 422503 544825 397244 340779 353387 319002 1.08981e+06 272308 357015 481926 258701 256018 1.2411e+06 237145 215751 314422 199511 198067 197472 179482 144287 119206 94893.5 118603 97185.3 85854 79364.2 83848.3 78112.9 1.29402e+06 79700.3 76120 98662.7 72193.5 59067.2 75280.6 57862 65857.3 56861.9 43980.5 42750.2 34875.6 24961.3 18878.1 12589.6 11333.4 11067
threshold=162.49250000000004 597.17782000000011 361.43000000000006 0 1 383.83325000000008 218.14250000000004 414.53600000000012 335.00670000000008 2022.5000000000002 511.45025000000004 315.17050000000006 2 665.85000000000014 173.40750000000003 440.02900000000005 190.99500000000003 48.675000000000004 3 164.10395400000004 2022.5000000000002 2022.5000000000002 54.609000000000002 264.52500000000003 53.105500000000006 145.75200000000004 22.153894000000005 4 542.8678000000001 228.79300000000003 5 469.21250000000003 690.61569250000014 6 41.632000000000012 75.999300000000019 243.82689999999999 7 507.82280000000009 218.41500000000005 2.8222380000000005 78.098632500000022 514.39811750000013 2022.5000000000002 28.772400000000001 29.590250000000001 484.19925000000006 204.98000000000005 41.391000000000005 50.029250000000012 10.847970000000002 65.637375000000006 101.64900000000002 25.160000000000004 414.53600000000012 22.155750000000005 98.378800000000027 2022.5000000000002 658.86750000000018 108.75750000000001 187.95300000000003 426.67500000000007 658.86750000000018
decision_type=2 2 2 9 9 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 9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 5 7 11 23 13 9 -3 16 18 14 19 29 -16 17 -9 21 20 -2 22 -1 24 25 -7 33 28 52 -13 55 38 34 42 -20 -23 37 49 39 -32 -40 -38 44 -44 46 -46 -5 50 61 -29 56 -52 53 -28 -39 59 -35 62 -59 60 -6 -49 -14
right_child=1 2 -4 26 30 6 -8 10 -10 -11 -12 12 57 -15 15 -17 -18 -19 32 -21 -22 35 -24 -25 -26 -27 27 36 -30 -31 31 -33 -34 47 -36 -37 41 54 40 -41 -42 -43 43 -45 45 -47 -48 48 -50 -51 51 -53 -54 -55 -56 -57 -58 58 -60 -61 -62 -63 -64
leaf_value=0.20641249389191602 0.64661923326139903 1.5743663803100585 5.18610800743103 -0.0097058094998433049 0.11850519457171041 0.24475829810845223 3.2379139382498607 0.57859731154008343 2.4905645769292657 -0.52104779243469235 2.7490674503326415 0.41745954296360277 -0.092999948705687674 1.8736493247985839 2.747264906664689 0.60043068733215332 0.13909875120435441 2.7797965704876439 0.028479631481117273 1.7480038279578798 0.21713841489991365 0.019296197783811527 1.2777132852910793 -0.63416058887134907 1.7125267395765886 1.876712408065796 0.66067606449127203 0.035630835239664607 2.7138083782196043 1.5785589532852173 0.066382995949124016 1.2777127899169922 0.97443494340647818 -0.042412143880317658 0.16273636988874099 0.34565241863979168 0.23375774111066544 -0.045096268069763606 0.47622095315745383 0.84779958152771007 -0.1380504483357072 1.0550782299041748 -0.099458193588256846 0.64622712060024867 2.1998517421313695 0.021389830636142998 0.53393113542486126 0.15412902480677554 0.86597632503509514 0.19688768074441798 -0.009108996234794808 0.26346639624940088 0.54298943487373552 0.097429001439393134 -0.31406124818892706 -0.42597702587352082 0.075359690468157492 -0.17964232047398884 -0.59300177892049155 -0.38871064519882204 -0.10286463041305542 -0.11307640205730092 0.18593501205444338
leaf_weight=1216 434 25 24 22472 31 190 21 22 22 25 25 146 33 25 24 25 28 23 10740 21 343 1100 103 22 23 20 22 2520 20 20 674 25 23 53553 1220 199 35 1223 132 20 32 20 25 38 28 1042 27 57 20 312 3937 104 37 368 84 51 310 48 21 20 150 22 25
leaf_count=1216 434 25 24 22472 31 190 21 22 22 25 25 146 33 25 24 25 28 23 10740 21 343 1100 103 22 23 20 22 2520 20 20 674 25 23 53553 1220 199 35 1223 132 20 32 20 25 38 28 1042 27 57 20 312 3937 104 37 368 84 51 310 48 21 20 150 22 25
internal_value=0 0.420245 2.14158 -0.00764492 0.339872 0.0873908 0.643011 0.631521 1.12674 0.526659 1.52333 0.0771869 0.450201 0.533002 0.770957 1.65194 1.10355 1.70365 0.0684497 0.491002 0.457029 0.179837 0.29007 0.429313 0.529727 0.400182 -0.0244164 0.0482059 0.272988 0.557351 0.0967943 0.170307 0.0439274 -0.028548 0.0421747 0.0692923 0.0235414 0.0168361 0.140025 0.0889022 0.356363 0.53242 -0.00413411 0.35032 -0.00508332 0.0783963 -0.00905342 -0.0384876 0.238558 0.0532085 -0.0389679 -0.00209394 0.165057 0.129202 -0.0619088 -0.157462 -0.0417343 -0.14231 -0.305447 -0.0971654 -0.0649505 0.0797174 0.0272306
internal_weight=0 2152 96 101495 2056 15219 276 921 72 50 98 14943 342 823 215 49 73 45 14601 798 777 2618 1319 255 233 210 86276 4641 447 166 1135 883 11983 81635 11960 1299 4194 4139 858 694 164 55 23632 63 23569 1070 22499 58003 99 2832 57904 4041 427 390 1307 252 53863 127 69 201 181 79 58
internal_count=103647 2152 96 101495 2056 15219 276 921 72 50 98 14943 342 823 215 49 73 45 14601 798 777 2618 1319 255 233 210 86276 4641 447 166 1135 883 11983 81635 11960 1299 4194 4139 858 694 164 55 23632 63 23569 1070 22499 58003 99 2832 57904 4041 427 390 1307 252 53863 127 69 201 181 79 58
cat_boundaries=0 6 12 17 21 27 31 37 43
cat_threshold=1082112 536887298 4648 41066498 537665552 32 2129924 512 544 33554432 0 4096 1081344 0 544 32768 8192 32768 536870912 0 3276802 16384 4194464 0 0 268435456 4096 9699456 268435584 74 1081346 343934080 2424471584 17301970 335609856 67126374 9480 103089292 2097684 346128448 0 4101 8192
is_linear=0
shrinkage=0.01


Tree=114
num_leaves=64
num_cat=16
split_feature=25 2 16 1 9 8 18 3 1 3 25 3 24 2 2 25 4 1 3 25 24 4 25 11 2 3 24 24 1 24 24 2 2 3 10 13 3 1 3 8 19 1 8 13 11 13 1 4 8 2 8 4 2 25 2 2 25 2 25 24 15 10 25
split_gain=3.40165e+06 2.96091e+06 5.0705e+06 1.10427e+06 1.1315e+06 946801 938358 1.27654e+06 683945 558837 514767 611983 523230 1.3666e+06 3.4263e+06 566930 474898 435123 389712 370543 362277 342318 325534 322171 652407 265696 453585 253495 388030 244822 238460 476981 234372 311544 222762 215807 205912 200539 189935 185941 158218 157534 236919 132608 117659 106379 89811.2 84705.6 161512 82592.8 98844.4 81571.7 79714.5 93170.5 81046.6 79569.5 70928.6 66709.2 49572.3 44667.8 53784.7 39490.6 33277.2
threshold=0 364.96250000000003 352.21000000000004 205.14500000000004 252.70150000000004 59.387000000000008 126.68500000000002 472.9221300000001 233.37814 73.777500000000018 1 888.10000000000014 2 54.609000000000002 96.045350000000013 3 246.73750000000004 511.45025000000004 6.6572445000000009 4 5 547.82000000000005 6 51.835000000000001 28.362311000000002 48.376050000000006 7 8 87.303500000000014 9 10 749.57248000000016 31.797350000000005 242.38250000000002 675.38900000000001 47.471505000000008 38.312220000000011 52.874750000000006 119.66617500000002 163.39500000000001 81.991800000000026 48.83227500000001 248.12265000000002 209.55750000000003 261.58250000000004 118.26160000000002 884.13250000000005 73.148425000000017 132.17200000000005 261.97000000000008 15.191000000000001 174.23250000000002 18.359494000000002 11 227.56250000000003 180.86900000000003 12 658.86750000000018 13 14 116.61000000000003 125.21375000000002 15
decision_type=9 2 2 2 2 2 2 2 2 2 9 2 1 2 2 9 2 2 2 9 1 2 9 2 2 2 1 1 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 9 1 2 2 9
left_child=1 3 6 10 20 -6 7 8 37 22 12 21 13 15 -15 -1 -7 -9 -10 27 39 29 30 36 -25 43 -27 49 35 -12 31 34 33 -30 40 51 -22 -3 -37 55 -2 52 45 -14 59 56 47 57 -49 -11 -51 -29 58 54 -54 -5 -43 -32 -24 60 62 -34 -21
right_child=9 2 -4 4 5 16 -8 17 18 19 11 -13 25 14 -16 -17 -18 -19 -20 44 23 -23 41 24 -26 26 -28 28 32 -31 46 -33 61 -35 -36 38 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 -48 48 -50 50 -52 -53 53 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.92949852392925481 0.033328079496930577 0.49866504988525856 5.7070162402499811 -0.11754190913165909 3.4266766191565474 0.013739622497558595 -1.2394590767947111 1.4789478761178476 2.1597883455376876 0.03765846759584305 0.14293832463799966 1.5687971397682472 0.049645841269950551 5.1536787169320251 0.53259800087003151 0.17311226301396815 2.0811252319216731 3.3295088537534077 0.73682712016961516 0.13044322533153854 0.30737332518353611 0.81766532768637445 -0.022923760071454531 2.2458822790781658 -0.052245641662960959 0.85284009337425237 0.061751663944660092 0.15550333793415674 0.81040654622591468 0.0055562955523506801 -0.025942913397020879 1.4215897041320802 0.62999603348511923 2.3455134201049805 1.0221197480740754 1.5448757959448773 0.8545555270102716 -0.25444971285925971 0.3935145125263616 0.79617562825605281 0.38406140408149136 0.09746746746533809 1.1428843681812286 0.57510946457386025 0.71649843630583387 0.5717416748247649 0.57820778503417969 0.052527991766455 0.709275959642922 0.98738630629721147 0.028230420892888849 0.57349609005909696 0.044202737495195675 -0.051665242891591884 0.39296391100123307 -0.80657685779389876 -0.030187882053061627 -0.55369224190711974 -0.042718593044285866 -0.076751492460050738 0.55866885328292848 0.1218546804189682 -0.018899065160778012
leaf_weight=113 12100 165 22 83 23 25 22 27 38 444 1952 27 1217 21 68 599 20 24 39 216 264 59 17808 30 21 118 185 457 39 3843 11817 25 65 20 23 23 93 45 38 20 130 904 20 50 23 38 25 432 41 21 22 52 1941 1330 69 21 827 24 44465 497 20 20 437
leaf_count=113 12100 165 22 83 23 25 22 27 38 444 1952 27 1217 21 68 599 20 24 39 216 264 59 17808 30 21 118 185 457 39 3843 11817 25 65 20 23 23 93 45 38 20 130 904 20 50 23 38 25 432 41 21 22 52 1941 1330 69 21 827 24 44465 497 20 20 437
internal_value=0 0.184304 1.0465 0.147304 0.561514 1.77617 0.761693 0.891945 0.632884 -0.0166966 0.117187 0.0666191 0.241318 0.449072 1.62297 0.308643 0.932578 2.3498 1.43907 0.134137 0.406257 0.0598045 -0.0206225 0.542822 1.29959 0.133152 0.400017 0.257103 0.377452 0.0520886 0.0105014 0.0416867 0.846548 1.33078 0.0389053 0.265566 0.449917 0.337283 0.827634 -0.0803775 0.0370562 -0.0319866 0.0605936 0.0703824 0.00812313 0.0483574 -0.0205384 -0.0217706 0.109455 0.0766128 0.496655 0.198206 -0.0345158 0.013078 0.055897 -0.256674 0.0368677 -0.0270126 -0.0370685 -0.00573277 0.0471532 0.510433 0.0322087
internal_weight=0 9234 382 8852 600 68 360 338 287 94413 8252 5881 2371 801 89 712 45 51 77 2394 532 5854 92019 408 51 1570 303 1201 714 5795 24617 12278 144 59 12253 570 357 210 61 124 12230 67402 1789 1267 1193 1769 12339 12314 473 487 43 509 65613 3340 2010 104 1731 11841 62273 1170 673 85 653
internal_count=103647 9234 382 8852 600 68 360 338 287 94413 8252 5881 2371 801 89 712 45 51 77 2394 532 5854 92019 408 51 1570 303 1201 714 5795 24617 12278 144 59 12253 570 357 210 61 124 12230 67402 1789 1267 1193 1769 12339 12314 473 487 43 509 65613 3340 2010 104 1731 11841 62273 1170 673 85 653
cat_boundaries=0 5 10 11 15 21 22 28 29 30 31 32 38 44 50 51 57
cat_threshold=1081344 536887298 512 36864000 262192 32768 536870914 0 131072 32 75 0 536870912 0 131072 69223040 544 276824106 64 8260 4096 2177 335561472 4358784 528490 339812866 537420800 9504 1044 2445 27 1334 40109060 2097188 276922368 0 268435525 4096 35718156 16 2162816 0 276824132 4096 1087177860 2424307744 562037136 8653824 2222981322 9 1393 8389632 2147614720 64 0 8388608 256
is_linear=0
shrinkage=0.01


Tree=115
num_leaves=64
num_cat=16
split_feature=25 1 2 2 25 1 8 24 6 2 25 2 26 1 2 4 1 24 4 8 24 3 13 1 1 4 3 4 12 3 1 7 24 3 6 6 24 25 24 2 4 2 2 3 10 25 6 25 16 2 25 25 8 13 20 25 7 7 1 3 2 1 24
split_gain=3.2439e+06 1.43719e+06 1.21219e+06 2.8481e+06 1.11583e+06 933684 963304 908185 1.00016e+06 753273 676155 724557 604140 589134 446313 417856 400303 477725 392456 605597 431154 457350 391289 373776 592484 318495 293611 311121 249993 237764 222256 218734 210897 461301 216107 207881 180980 343453 237464 230798 178875 181659 153099 151661 183562 149719 135436 132568 142049 129946 115891 113630 150172 109540 81062.4 80151.6 61957.7 52472.8 48282.9 46959.9 42968.1 42411.9 42884.3
threshold=0 122.82375000000002 52.029000000000003 57.868500000000004 1 596.10500000000013 334.76100000000002 2 143.41900000000001 45.61910000000001 3 658.86750000000018 2022.5000000000002 661.33164000000011 542.8678000000001 77.982250000000008 542.71780000000012 4 371.41875000000005 172.50050000000002 5 233.37814 180.91300000000004 352.68673250000012 23.492960500000006 8.6550000000000011 297.47500000000008 119.60617500000001 258.88900000000007 26.686800000000002 53.535500000000006 161.25550000000001 6 27.936450000000004 371.41875000000005 344.61250000000007 7 8 9 315.17050000000006 891.77550000000008 10.326000000000002 130.34875000000002 35.217375000000011 349.36250000000007 10 23.838500000000003 11 8.2895275000000019 23.455000000000002 12 13 617.48075000000006 7.9202500000000011 215.405 14 194.48100000000002 134.23250000000004 884.13250000000005 170.74000000000004 1070.9310000000003 756.19086000000004 15
decision_type=9 2 2 2 9 2 2 1 2 2 9 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 9 1 2 2 2 2 2 2 9 2 9 2 2 9 9 2 2 2 9 2 2 2 2 2 2 1
left_child=2 10 16 -4 5 18 9 13 14 58 11 36 -13 31 42 43 17 49 20 -20 21 -3 40 24 -10 -11 32 -28 47 -24 -16 46 33 -19 -34 -33 54 38 -38 -39 41 -17 -9 51 45 -45 -5 48 56 59 -22 52 -12 -50 55 -2 -6 -53 -7 -1 -14 62 -49
right_child=1 4 3 7 28 6 -8 8 23 25 15 12 60 -15 30 22 -18 26 19 -21 50 -23 29 -25 -26 -27 27 -29 -30 -31 -32 35 34 -35 -36 -37 37 39 -40 -41 -42 -43 -44 44 -46 -47 -48 61 53 -51 -52 57 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.11807718259901498 -0.063228609329171612 0.41522272801604765 3.8653692453248159 0.02675598390963899 0.03105985291609278 -0.0080251609394326809 3.2887904012203215 0.052847723383456467 2.8396744125539608 2.8401941045125323 -0.013175449041961643 1.9323000644993138 0.50959489407746683 1.713799133029851 2.3587408608794211 0.030482301032003875 1.1757804303277621 1.0029697544155298 0.4152197805288676 2.5750198032855987 0.217582685778616 1.3552029165253043 0.39841961344083154 3.0936117135910766 0.76737657785415647 1.0985602369762604 0.40893160724639893 2.0191108260154724 1.100747723806472 1.8747341594696045 0.86791696166992183 1.0261078296388899 0.19772510833885665 -0.26587032513740733 0.98483507371611068 -0.14174363913359467 0.28237273393258711 0.029412013903137236 0.078608891433736158 0.56899001801013949 0.91872446201465752 0.2872986218930092 0.65109325944915297 0.10611896987969444 0.99856298732757565 -0.039292369514945864 -0.54966137041007324 -0.16872229592490745 1.0619355074029704 0.50650998705264294 -0.11069176835515512 -0.038923415229371428 0.81339302966540517 0.1751203875541687 0.587117415341464 0.031201476403410769 0.59959181499481207 0.12175328758709571 0.51608007962887104 -0.56686637573242193 -0.10856994260441173 -0.37323788015465986 0.023153367665436894
leaf_weight=346 2032 377 28 119 461 32 20 64 22 21 24427 37 23 22 20 1061 44 108 37 20 246 60 24 21 37 21 30 20 21 20 20 35 1123 39 36 27 1048 8719 1303 80 27 372 129 1480 20 1344 62 252 26 33 179 55199 22 30 22 1599 20 204 39 25 22 57 212
leaf_count=346 2032 377 28 119 461 32 20 64 22 21 24427 37 23 22 20 1061 44 108 37 20 246 60 24 21 37 21 30 20 21 20 20 35 1123 39 36 27 1048 8719 1303 80 27 372 129 1480 20 1344 62 252 26 33 179 55199 22 30 22 1599 20 204 39 25 22 57 212
internal_value=0 -0.00832895 0.362144 0.7506 0.248618 0.478206 1.26586 0.599712 0.952749 0.907824 -0.0138559 0.0482552 0.985698 0.141437 0.651959 -0.0248388 0.233661 0.210108 0.369418 1.17304 0.316278 0.532105 0.140345 1.9479 1.5401 1.96938 0.298756 1.053 0.0201564 1.06947 1.61333 0.00490392 0.272168 0.623897 0.220273 0.517527 0.0430949 0.0630758 0.170252 0.0342789 0.112344 0.0971506 0.452711 -0.027846 0.0439123 0.0371513 -0.170691 -0.0011015 0.10818 -0.0925399 0.079955 -0.0304017 -0.0124266 0.586856 -0.0180161 -0.0217322 0.0546994 -0.0383249 0.279864 -0.148319 0.207381 -0.113634 -0.0841922
internal_weight=0 101216 2410 606 2131 1052 133 578 313 113 99085 14885 82 265 233 84200 1804 1760 919 57 862 437 1504 80 59 42 1356 50 1079 44 40 243 1306 147 1159 62 14803 11150 2351 8799 1460 1433 193 82696 2844 2824 181 1058 537 404 425 79852 24449 56 3653 3631 481 55403 71 371 45 521 464
internal_count=103626 101216 2410 606 2131 1052 133 578 313 113 99085 14885 82 265 233 84200 1804 1760 919 57 862 437 1504 80 59 42 1356 50 1079 44 40 243 1306 147 1159 62 14803 11150 2351 8799 1460 1433 193 82696 2844 2824 181 1058 537 404 425 79852 24449 56 3653 3631 481 55403 71 371 45 521 464
cat_boundaries=0 5 11 12 17 18 19 20 21 26 27 33 39 45 51 56 57
cat_threshold=32768 0 4096 134348800 32 70270976 16384 66088 33554434 8260 4096 3213 1073742336 537051266 810 108044298 536879120 392 373 64 2240 1073741824 536920066 2 39845896 16 282 45368328 2149581348 270598272 64 276824068 4096 42272260 560 8388672 8192 0 8192 1048576 0 65568 33554432 68 4096 885261316 2420113920 524356 268502528 1149256906 9480 1073741824 180224 800 102760448 16 1960
is_linear=0
shrinkage=0.01


Tree=116
num_leaves=63
num_cat=16
split_feature=0 25 2 25 0 5 5 5 1 0 6 24 0 1 2 24 2 2 25 1 7 25 25 6 1 5 6 24 15 2 10 24 1 12 13 2 14 25 24 0 25 8 5 25 24 0 5 2 1 5 0 10 6 25 1 7 0 25 1 10 26 1
split_gain=3.53303e+06 1.84484e+06 1.68158e+06 1.39362e+06 1.07486e+06 699260 628784 948717 526925 1.68534e+06 498443 497637 476842 400799 484682 381835 591806 3.08136e+06 542376 335339 307870 302719 258752 258933 248981 240054 234884 397012 491385 221261 199553 194915 241444 194323 194318 550209 189159 189046 281599 438587 163696 160255 159638 156475 154385 377823 152584 148085 123137 121106 111772 101490 84407.9 71366.4 57763.7 46108.9 38856.6 38007.9 29039.1 25449 1483.79 1181.81
threshold=131.25500000000002 0 440.02900000000005 1 748.92250000000013 392.81250000000006 26.770100000000003 326.45950000000005 352.68673250000012 6.6497500000000009 371.41875000000005 2 384.83520000000004 32.433910000000004 1070.9310000000003 3 54.609000000000002 73.798500000000018 4 661.33164000000011 361.43000000000006 5 6 543.52500000000009 273.76200000000006 392.81250000000006 143.41900000000001 7 66.040325000000024 383.96180000000004 143.29500000000004 8 126.06400000000002 76.71899999999998 172.50050000000002 123.28700000000002 920.44288200000017 9 10 199.57125000000005 11 312.32500000000005 421.77600000000007 12 13 1077.3535000000002 359.92750000000007 272.24748000000005 1070.9310000000003 63.095750000000002 438.42500000000007 279.94750000000005 65.306500000000014 14 469.21250000000003 7.2039999999999997 97.805000000000021 15 542.71780000000012 84.714000000000013 2022.5000000000002 884.13250000000005
decision_type=2 9 2 9 2 2 2 2 2 2 2 1 2 2 2 1 2 2 9 2 2 9 9 2 2 2 2 1 2 2 2 1 2 2 2 2 2 9 1 2 9 2 2 9 1 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2
left_child=3 2 5 8 6 11 24 -8 15 46 -9 47 41 14 34 16 18 -18 60 21 29 -13 23 31 -4 -20 40 28 -28 37 -14 57 -33 -19 36 51 43 38 55 -40 52 -7 -42 -5 45 -39 48 50 54 -29 -2 -36 -17 -46 -10 -3 58 -15 59 -24 -1 -60
right_child=1 20 4 13 -6 12 7 10 9 -11 -12 19 30 22 -16 26 17 33 25 -21 -22 -23 56 -25 -26 -27 27 49 -30 -31 -32 32 -34 -35 35 -37 -38 44 39 -41 42 -43 -44 -45 53 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 61 -61 -62 -63
leaf_value=0.6218489873943045 -0.095135965079647833 -0.16603416621127978 -0.44428820110502698 0.00066221153391754029 3.4947906310470018 0.33086392375401091 3.6397475658144272 2.0733782677028492 -0.04821318170298701 2.6479888409726762 -0.057509549912952242 0.31476723375598709 1.4675442023277281 0.15497814872294419 1.2256820168033722 -0.058032733223874804 4.4089540209770197 0.24530376261472703 0.088340337076414102 1.6331675262451171 1.2193617851257323 0.79091037018925459 -0.047696263560285619 1.1745752790699835 1.0617507689932117 0.85073121661231621 0.49756553102816853 0.18007410650903527 2.1992299365997314 -0.73565438393623594 2.8801761106252672 0.10129731798802367 0.33490189289909383 1.0866224673486524 0.065724463184269957 1.8112664227485658 0.90121234633705838 0.11927623263104209 0.0067467426523870359 0.87158140455206778 0.068483444207906724 1.4529811574220657 0.64558673508313236 -0.03278534695160247 0.1477767929810436 1.5249688038825988 1.0381166822002048 0.81680888366699222 -0.51363561782836908 -0.31443509813857407 0.41598409983846879 0.71291406483174513 0.40099595325749093 -0.1309271469088488 0.37929698099004167 0.35706901550292969 0.39339578104019168 -0.034387826345019627 -0.22282062622808643 0.23774236768484117 0.57374866330526708 -0.31163218892853833
leaf_weight=134 206 107 21 17447 27 35 21 23 46 34 21 337 20 111 31 1746 20 240 2479 30 25 285 1307 23 23 42 112 154 20 31 20 1806 586 31 356 20 22 435 98 146 2200 20 49 70660 109 20 21 25 25 73 54 26 41 420 101 20 20 849 31 32 123 29
leaf_count=134 206 107 21 17447 27 35 21 23 46 34 21 337 20 111 31 1746 20 240 2479 30 25 285 1307 23 23 42 112 154 20 31 20 1806 586 31 356 20 22 435 98 146 2200 20 49 70660 109 20 21 25 25 73 54 26 41 420 101 20 20 849 31 32 123 29
internal_value=0 0.365808 0.657709 -0.00901002 1.70856 0.525598 1.2661 1.891 0.120289 0.595077 1.05636 0.442714 1.3431 -0.0196729 -0.0244958 0.106011 0.191414 0.62109 0.147093 0.591447 0.118675 0.550712 0.0693817 0.116817 0.342959 0.100643 0.0458349 0.291057 0.702197 0.0996781 2.17386 0.109907 0.157867 0.341543 -0.0249336 0.194425 -0.0259342 0.118789 0.307842 0.503591 0.024136 0.738907 0.0806982 -0.0261657 0.0439349 0.177171 0.233424 0.0789334 0.135176 0.0201589 0.0110197 0.109774 -0.0472367 -0.0718242 0.245518 -0.0775495 -0.0439525 -0.0111204 -0.050519 -0.0408747 0.5764 -0.265746
internal_weight=0 2579 1168 101047 136 1032 109 65 7691 227 44 937 95 93356 88562 7464 3069 291 2778 652 1411 622 4794 3375 44 2521 4395 359 132 1386 40 3352 2392 271 88531 402 88129 1355 371 244 4036 55 2249 88107 984 455 193 285 172 227 260 382 1787 529 147 127 1419 960 1399 1339 257 60
internal_count=103626 2579 1168 101047 136 1032 109 65 7691 227 44 937 95 93356 88562 7464 3069 291 2778 652 1411 622 4794 3375 44 2521 4395 359 132 1386 40 3352 2392 271 88531 402 88129 1355 371 244 4036 55 2249 88107 984 455 193 285 172 227 260 382 1787 529 147 127 1419 960 1399 1339 257 60
cat_boundaries=0 6 11 12 13 18 22 28 29 30 36 37 42 48 49 51 54
cat_threshold=1081344 0 268436008 33554432 0 4096 1073774592 536920066 4610 175243274 262192 904 91 1073741824 536870912 0 131072 32 1048576 0 544 33554432 129324556 532 10551528 9216 268443716 4096 768 2184 2113540 16400 2097152 8192 84 256 2569 1073741824 536870912 512 131074 262192 612386432 2151809024 590312 67183104 1678271618 1032 2154 67175936 131072 327684 0 64
is_linear=0
shrinkage=0.01


Tree=117
num_leaves=60
num_cat=15
split_feature=0 25 2 25 0 4 15 24 0 24 25 12 2 1 4 1 8 4 4 1 2 11 7 25 6 7 2 2 13 2 24 1 4 12 14 6 4 24 25 4 25 25 10 24 17 25 24 2 1 0 1 25 1 7 0 10 4 6 1
split_gain=3.46354e+06 1.80876e+06 1.64782e+06 1.36588e+06 1.05347e+06 780305 909651 618693 538801 520310 556333 890458 683880 514405 482394 544802 413913 399471 470771 392844 475037 312568 301742 256129 252681 229074 234598 216858 190451 539259 188401 242631 187628 185571 185395 162065 273255 177353 158652 148679 137785 128526 99470.3 84244.3 260251 70306.1 70026.7 203146 112852 39259 47903.1 36868.6 22316.1 25651.6 15237.5 8937.57 5385.61 4370.39 790.916
threshold=131.25500000000002 0 440.02900000000005 1 748.92250000000013 547.82000000000005 66.040325000000024 2 1077.3535000000002 3 4 483.25025000000005 52.029000000000003 661.33164000000011 74.563750000000013 273.76200000000006 259.21600000000007 371.41875000000005 547.82000000000005 32.433910000000004 1070.9310000000003 382.21875000000006 361.43000000000006 5 543.52500000000009 143.86150000000001 98.892500000000013 383.96180000000004 172.50050000000002 123.28700000000002 6 126.06400000000002 449.81750000000005 239.70000000000002 920.44288200000017 183.56850000000003 85.431000000000026 7 8 1085.2750000000003 9 10 279.94750000000005 11 129.93500000000003 12 13 130.34875000000002 242.38250000000002 45.527785000000002 111.55832500000001 14 542.71780000000012 138.14056700000003 59.173000000000009 8.1012500000000021 767.98765000000014 26.112000000000005 884.13250000000005
decision_type=2 9 2 9 2 2 2 1 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 1 9 2 9 9 2 1 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2
left_child=3 2 7 5 13 9 16 25 17 41 11 12 -11 14 -4 -16 39 21 -19 20 28 -9 27 24 30 46 -27 32 34 42 51 -32 33 40 38 37 -37 -12 -5 56 -3 55 -30 44 -43 -45 47 -2 -48 52 54 -21 53 -25 -51 57 -7 -1 -54
right_child=1 22 4 19 -6 6 -8 8 -10 10 35 -13 -14 -15 15 -17 -18 18 -20 23 -22 -23 -24 49 -26 26 -28 -29 29 -31 31 -33 -34 -35 -36 36 -38 -39 -40 -41 -42 43 -44 45 -46 -47 48 -49 -50 50 -52 -53 58 -55 -56 -57 -58 -59 -60
leaf_value=-0.18967302465000035 0.005361949000695739 -0.076513829383314871 0.062418104472913245 -0.0002387473639110627 3.4598427708943684 -0.029474210357666016 2.8592078571319584 0.58267980057942237 1.8770746190018124 0.21417076976238858 -0.017454715520384238 2.4176343417465689 0.83460279695835771 2.6195553094690496 2.8334416990280151 0.68806636843188063 1.7143953688248346 2.0348309274999106 0.4898096152983214 0.15355644405627053 1.2134252222122686 -0.55896011714935312 1.2071681659698488 -0.04986294348786089 1.1628295541846234 1.5527395634424119 0.14347875912984212 -0.72829783808800486 0.06506721699641746 1.7931537504196167 0.10072745548835822 0.33688383739750466 0.97589501094818121 0.84199908632220644 0.89220027663490997 0.24716983312991128 1.5002455263137819 0.13442118566126238 -0.032920120444020005 0.75292905553181966 0.14828244906148397 0.049449311455243825 0.70578490821214834 0.025562701144183606 0.83464148781516334 -0.13662144620617656 -0.010710195795111699 1.1103170137405396 -0.73286320977740815 0.21991271492432465 0.4966465058820001 -0.033295656092384426 -0.21198755034084979 0.31093328070640563 -0.10495834716728755 0.018942895889282229 -0.23503760062731227 -0.34196409511566161 -0.28719800489920155
leaf_weight=326 99 382 38 18925 27 25 20 589 36 1376 1228 20 204 22 20 29 23 41 38 111 31 25 25 1339 23 21 27 31 356 20 1750 579 25 33 22 134 20 2056 69182 30 915 1039 26 623 44 457 109 20 27 22 29 823 29 20 42 20 26 20 27
leaf_count=326 99 382 38 18925 27 25 20 589 36 1376 1228 20 204 22 20 29 23 41 38 111 31 25 25 1339 23 21 27 31 356 20 1750 579 25 33 22 134 20 2056 69182 30 915 1039 26 623 44 457 109 20 27 22 29 823 29 20 42 20 26 20 27
internal_value=0 0.362194 0.651226 -0.00891983 1.69148 0.119086 0.906091 0.520449 0.67502 0.106347 0.164925 0.318826 0.294277 1.25344 0.907984 1.56373 0.530492 0.622316 1.29166 -0.0194761 -0.0242509 0.536196 0.11749 0.0686904 0.117997 0.122249 0.76003 0.0986825 -0.0246843 0.192481 0.110994 0.158755 0.117602 0.101469 -0.0256749 0.0925844 0.409907 0.0779858 -0.0259041 0.194321 0.0826275 -0.0109542 0.108676 0.0186291 0.0806057 -0.043689 0.00699002 0.176257 -0.143525 -0.0392735 0.15949 -0.00969804 -0.0526147 -0.0445532 0.00671608 -0.181633 -0.134271 -0.198476 -0.24825
internal_weight=0 2579 1168 101047 136 7691 124 1032 729 7567 5038 1600 1580 109 87 49 104 693 79 93356 88562 614 1411 4794 3286 303 48 1386 88531 402 3263 2329 1355 1330 88129 3438 154 3284 88107 81 1297 2529 382 2163 1083 1080 255 119 136 1508 93 934 1415 1359 64 366 51 346 56
internal_count=103626 2579 1168 101047 136 7691 124 1032 729 7567 5038 1600 1580 109 87 49 104 693 79 93356 88562 614 1411 4794 3286 303 48 1386 88531 402 3263 2329 1355 1330 88129 3438 154 3284 88107 81 1297 2529 382 2163 1083 1080 255 119 136 1508 93 934 1415 1359 64 366 51 346 56
cat_boundaries=0 6 11 12 13 18 24 25 26 32 38 43 44 48 49 52
cat_threshold=1081344 0 268436008 33554432 0 4096 1073774592 536920066 4610 175243274 262192 649 2720 1073774592 0 4096 131080 262176 129324556 528 10551528 9216 268443716 4096 2184 324 612385408 2151809024 590312 67183104 1678271618 9224 109068416 805438112 8454146 0 524288 8192 1073741824 2 0 131074 262176 544 0 536870912 514 34603008 9 327684 0 64
is_linear=0
shrinkage=0.01


Tree=118
num_leaves=45
num_cat=4
split_feature=0 9 10 4 16 4 5 1 1 8 6 1 6 9 1 26 0 0 0 7 1 6 8 8 24 7 5 11 11 6 24 16 14 10 6 6 24 9 24 22 6 10 1 10
split_gain=3.39466e+06 1.36468e+06 1.08137e+06 881789 1.25172e+06 701660 789794 867045 773930 701250 603878 602829 558335 506976 683107 482997 519890 1.03767e+06 340565 336800 321717 293948 292556 290655 284698 467810 297732 245494 248453 270648 245428 184994 202343 177075 166945 200503 139088 218804 138038 237542 192671 72777.4 37250.4 18934.1
threshold=131.25500000000002 523.54700000000014 37.220000000000006 208.21944900000003 352.21000000000004 184.12550000000002 287.60700000000003 190.85750000000002 756.19086000000004 678.89998000000014 483.06600000000009 41.632000000000012 393.73500000000007 273.79200000000003 383.83325000000008 2022.5000000000002 438.42500000000007 468.98000000000008 1438.4900000000002 52.69700000000001 438.42500000000007 214.91000000000003 149.30750000000003 267.72500000000008 0 288.97500000000008 63.095750000000002 24.228750000000005 27.322500000000002 53.105500000000006 1 1107.6734000000001 1092.2134000000003 212.84944500000003 48.376050000000006 360.15000000000003 2 149.53189650000004 3 261.87000000000006 165.29860000000002 220.81250000000003 252.70150000000004 31.840000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 1 2 1 2 2 2 2 2
left_child=3 5 -3 11 9 8 12 -8 15 24 23 31 21 27 33 16 19 -18 30 -2 -4 22 -7 -9 25 26 -5 36 -29 -30 -17 32 38 43 41 -36 42 -38 39 -1 -40 -26 -13 -15
right_child=1 2 20 4 -6 6 7 10 -10 -11 -12 13 -14 14 -16 18 17 -19 -20 -21 -22 -23 -24 -25 34 -27 -28 28 29 -31 -32 -33 -34 -35 35 -37 37 -39 40 -41 -42 -43 -44 -45
leaf_value=-0.0467152332790804 0.21648826757214801 0.12868960549754482 1.8236530788483161 0.16884864505132041 2.4487802109351526 0.18768266894447971 2.822935286435214 2.2589151826112168 1.647813906058287 1.9919921727613972 -0.61337669944763185 0.0073079789536939542 2.0216721020936967 0.21639721147941821 2.4580282135009766 -0.11041156956074082 2.9781509675979612 0.59025174899856647 1.2759458326256794 1.0957757151645162 3.4048386406898499 -0.82089013359763396 1.1466282981779516 0.63171237822089876 -0.036386771383341295 1.8609082430059261 0.97823623131061421 1.3272500609538773 0.10922954023590213 0.64727010102041305 0.19694438308307102 0.76788833014170321 0.83246099744524271 1.0849708191871643 0.59535323534850715 -0.2189195710207735 0.094285262354495192 0.84021322330832482 -0.013866286993991245 0.76652186685138279 0.15277338279075919 0.4962788455574601 -0.12395988980052519 -0.16770995599882946
leaf_weight=15685 822 31 31 210 26 142 33 23 39 22 20 1420 20 33 20 506 20 202 23 46 22 22 41 21 513 22 58 22 380 124 515 30 28 25 108 42 2328 40 78872 36 700 27 255 21
leaf_count=15685 822 31 31 210 26 142 33 23 39 22 20 1420 20 33 20 506 20 202 23 46 22 22 41 21 513 22 58 22 380 124 515 30 28 25 108 42 2328 40 78872 36 700 27 255 21
internal_value=0 0.358575 1.61225 -0.00883054 0.282553 0.316367 0.752009 1.50629 0.251812 0.226344 0.827398 -0.0118254 0.426829 0.0991312 0.807111 0.226299 0.373535 0.805378 0.0725768 0.263086 2.47999 0.271235 0.402528 1.4823 0.186707 0.443786 0.344015 0.0837909 0.287012 0.241605 0.0454686 -0.0172574 -0.0175045 0.389158 0.0711952 0.367357 0.0573515 0.106436 -0.0177542 -0.0448245 -0.0123988 -0.00975349 -0.0126009 0.0670222
internal_weight=0 2579 84 101047 1028 2495 322 97 2173 1002 64 100019 225 4668 99 2134 1090 222 1044 868 53 205 183 44 980 290 268 4569 526 504 1021 95351 95321 79 690 150 4043 2368 95293 15721 79572 540 1675 54
internal_count=103626 2579 84 101047 1028 2495 322 97 2173 1002 64 100019 225 4668 99 2134 1090 222 1044 868 53 205 183 44 980 290 268 4569 526 504 1021 95351 95321 79 690 150 4043 2368 95293 15721 79572 540 1675 54
cat_boundaries=0 1 2 3 4
cat_threshold=592 2956 2248 2176
is_linear=0
shrinkage=0.01


Tree=119
num_leaves=64
num_cat=16
split_feature=0 25 25 5 1 0 11 4 15 24 4 6 4 0 24 25 12 24 1 14 0 25 4 25 4 24 0 10 25 5 4 1 24 15 6 4 24 16 0 4 4 25 13 10 24 18 17 11 5 24 25 0 11 0 0 1 0 0 4 0 1 10 0
split_gain=3.32717e+06 1.75659e+06 1.33093e+06 1.01822e+06 886140 785466 780766 753912 884506 659122 1.02958e+06 816208 587444 567817 509056 543904 869460 463617 377047 352505 311978 249726 246205 201946 204357 219954 283516 276754 188340 181716 184230 164664 162269 159348 156650 266865 173765 151065 148277 144476 284920 125845 118045 289477 108165 95721.6 200707 83812 71524.4 68662.7 59292.6 47685 38867.9 38561.6 35549.5 29788.8 23030.9 94218.4 11859.2 10948.3 25082.5 8788.87 7778.73
threshold=131.25500000000002 0 1 678.89998000000014 511.45025000000004 507.82280000000009 11.327 547.82000000000005 66.040325000000024 2 371.41875000000005 243.82689999999999 393.90000000000003 438.42500000000007 3 4 483.25025000000005 5 32.433910000000004 1092.2134000000003 242.5325 6 449.81750000000005 7 449.81750000000005 8 883.10000000000014 198.96750000000003 9 130.89900000000003 1085.2750000000003 884.13250000000005 10 32.81900000000001 183.56850000000003 85.431000000000026 11 37.230000000000011 438.42500000000007 216.15000000000003 229.75969200000003 12 174.84360000000001 113.355 13 148.09087000000002 120.27000000000001 27.322500000000002 56.02300000000001 14 15 658.11750000000018 101.87100000000001 297.71250000000003 97.805000000000021 469.21250000000003 335.27750000000009 206.37168000000005 767.98765000000014 468.98000000000008 48.024000000000008 8.1012500000000021 252.70150000000004
decision_type=2 9 9 2 2 2 2 2 2 1 2 2 2 2 1 9 2 1 2 2 2 9 2 9 2 1 2 2 9 2 2 2 1 2 2 2 1 2 2 2 2 9 2 2 1 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 9 -5 12 14 29 20 13 -12 38 -11 41 16 17 -16 19 28 37 22 31 49 25 50 27 -27 42 30 58 32 -20 -22 36 -36 -17 -2 -6 47 -41 61 44 -44 -4 46 -43 -30 -47 56 53 -52 54 -25 55 -23 57 -3 -9 60 62 -1 -51
right_child=1 23 18 5 6 -7 -8 8 -10 10 11 -13 -14 -15 15 34 -18 -19 21 -21 33 52 -24 24 -26 26 -28 -29 39 -31 -32 -33 -34 -35 35 -37 -38 -39 -40 40 -42 45 43 -45 -46 48 -48 -49 -50 59 51 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=-0.19651332261934445 0.58990432699283835 -0.061231393098831174 -0.040662531747916175 0.96036209049634635 2.0597528491300698 3.3830980524809462 0.21681138922770818 0.054374172687530517 2.8171304559707644 0.38131474215629674 1.0416603333241232 3.5099942218689693 0.65081550512313846 1.1105487965145251 0.591474220628318 -0.017313222860095959 2.3891240613460543 0.18861265070975408 0.0015723956370680132 1.3036101703643801 -0.29795040858097566 -0.040775990221991125 1.0855058582012469 0.05526965580629499 1.1529059437910716 0.17833852801214942 1.1328911477497645 1.3712914755344392 -0.034438425711651441 1.1478294388949872 0.98048292325890585 0.91698206353187561 0.15210044416862364 0.65014432239532471 0.24266246921980561 1.4809999942779541 0.1330182875278843 -0.33244017146882554 3.0863633505503341 1.1606630881343569 0.087950904714726955 0.012040547430026357 0.073312867469382731 1.1025183822530689 0.014576140270983308 -0.15025630148251851 0.50278379366315651 0.037131339502107126 -0.82330005073547374 -0.18665506098419429 -0.095804930777776826 -0.54225571950276696 0.39825844240188601 0.54120770263671869 0.3629929864974249 -0.24283984332889705 -0.088527977641035871 0.77938620519638069 -0.25683303890228271 -0.36645151138305665 0.11193535371260209 0.01908922576904297 -0.35713836296744966
leaf_weight=346 115 40 4689 32 34 23 39 24 20 484 37 21 25 137 382 1228 20 1198 1081 20 156 1390 26 89 21 703 35 20 67319 32 23 25 2154 20 134 20 2056 21 24 28 214 1981 159 33 14423 75 87 1677 20 64 210 27 20 20 21 77 41 20 25 53 22 20 46
leaf_count=346 115 40 4689 32 34 23 39 24 20 484 37 21 25 137 382 1228 20 1198 1081 20 156 1390 26 89 21 703 35 20 67319 32 23 25 2154 20 134 20 2056 21 24 28 214 1981 159 33 14423 75 87 1677 20 64 210 27 20 20 21 77 41 20 25 53 22 20 46
internal_value=0 0.354992 -0.00874223 0.639819 0.579662 1.97351 1.38386 0.117616 0.891197 0.480659 0.651601 1.93537 1.93223 0.542192 0.105095 0.163036 0.315208 0.290951 -0.0191626 -0.0238404 0.0850322 0.067213 0.115901 0.113876 0.174135 0.157094 0.250585 0.211339 -0.0241403 0.520825 0.242156 0.108523 0.102275 -0.190212 0.0915078 0.403486 0.0771565 0.447483 2.48456 -0.0318388 0.212066 -0.0109305 0.0034868 0.250208 0.00101006 0.018343 0.0326859 -0.0326989 -0.29195 -0.12103 -0.0534179 -0.140729 -0.0393869 0.132295 -0.0455339 -0.0513819 0.0856651 0.218974 -0.104405 -0.23248 -0.196301 -0.179819 -0.257948
internal_weight=0 2579 101047 1168 1113 55 122 7691 124 991 679 58 83 621 7567 5038 1600 1580 93356 88562 312 4794 3286 1411 1125 1104 758 723 88542 104 72 3260 3235 176 3438 154 3284 136 58 69238 242 2529 19304 192 19112 2163 2068 68996 95 286 346 237 1508 109 1488 1467 101 60 49 185 132 366 110
internal_count=103626 2579 101047 1168 1113 55 122 7691 124 991 679 58 83 621 7567 5038 1600 1580 93356 88562 312 4794 3286 1411 1125 1104 758 723 88542 104 72 3260 3235 176 3438 154 3284 136 58 69238 242 2529 19304 192 19112 2163 2068 68996 95 286 346 237 1508 109 1488 1467 101 60 49 185 132 366 110
cat_boundaries=0 6 11 12 13 18 19 25 31 32 38 39 40 45 46 47 52
cat_threshold=1081344 0 268436008 33554432 0 4096 1073774592 536920066 4610 175243274 262192 1416 2720 1073774592 0 4096 131080 262176 72 129324556 528 10551528 9216 268443716 4096 109052032 805306496 2 2129922 524288 8192 649 612369024 4325504 590312 67183104 1686660226 9224 2185 324 1073741824 2 0 131074 262176 2184 2248 1536 2147500048 0 0 68
is_linear=0
shrinkage=0.01


Tree=120
num_leaves=60
num_cat=14
split_feature=0 9 25 1 25 0 2 2 2 16 9 24 25 6 9 6 6 7 0 8 14 1 3 26 7 25 24 0 7 26 3 8 7 2 14 3 25 25 2 2 2 6 25 24 0 1 1 1 25 3 10 25 9 25 0 25 6 8 17
split_gain=4.16656e+06 1.95869e+06 1.72179e+06 1.35384e+06 1.21566e+06 1.74072e+06 1.72485e+06 940154 2.42908e+06 904170 835788 605005 899380 555853 541728 501527 494252 798101 493605 478266 476683 734980 578433 471332 464523 347062 848258 779522 695205 345240 337355 286861 248640 396552 211757 210871 234837 204101 600298 202493 197359 161053 155369 152718 169821 140916 163928 121718 162250 110314 108561 103817 82690.3 64314.1 92809.9 53510.3 43526.3 34241.3 30667.8
threshold=242.5325 553.21400000000006 0 383.83325000000008 1 883.10000000000014 334.93500000000006 54.609000000000002 60.002000000000002 81.991800000000026 252.70150000000004 2 3 53.105500000000006 30.610000000000003 448.18200000000007 448.18200000000007 79.824400000000011 27.499000000000006 218.21600000000004 1.2198250000000002 233.37814 9.2080380000000037 2022.5000000000002 228.79300000000003 4 5 32.410100000000007 65.637375000000006 2022.5000000000002 384.83520000000004 455.79000000000002 421.77600000000007 297.32750000000004 356.84390000000002 45.702911000000007 6 7 749.57248000000016 233.37814 440.02900000000005 8.8950000000000014 8 9 109.23040000000002 884.13250000000005 469.21250000000003 413.70875000000007 10 514.39811750000013 5.9622500000000009 11 187.23600000000002 12 206.37168000000005 13 47.642815000000006 210.25500000000002 22.365516000000003
decision_type=2 2 9 2 9 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 9 1 2 2 2 2 9 2 2 9 2 9 2 9 2 2 2
left_child=2 4 3 7 5 20 29 11 -9 -3 13 12 23 45 42 -16 24 -18 32 -14 21 30 -23 -1 -10 26 27 -20 -29 -7 -2 40 35 52 50 37 49 38 -4 53 47 -41 -13 58 -45 46 -5 48 -6 -37 -22 -39 57 56 -55 -38 -27 -34 -28
right_child=1 9 18 10 31 6 -8 8 16 -11 -12 14 19 -15 15 -17 17 -19 25 -21 34 22 -24 -25 -26 39 43 28 -30 -31 -32 -33 33 -35 -36 36 55 51 -40 41 -42 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 -53 -54 54 -56 -57 -58 -59 -60
leaf_value=1.7703948293883225 0.3896464651004049 1.446917824546496 0.024963102929906715 -0.11630116202614524 0.44348097179750251 2.019372064590454 4.6817407426379978 3.6755720739779263 0.21154684753485128 4.0621104021072387 2.7217154181003571 -0.19792317437835866 0.13780458761353839 1.8106177617408132 0.30387160928196211 1.9370759973526002 2.8724986038208011 0.21540924750841581 2.6247137455506762 1.2645717493693034 -0.84358811148281765 2.2888871306561409 0.84180626758888599 0.58326998227759252 1.1740276910174978 -0.098547096079933352 0.013284475786164176 0.22487302377306184 1.7682108216407972 0.41024154742558799 1.7069220388503303 1.3777203037738801 0.05408770324421578 1.6623874702453614 0.6121706930283578 0.11400500788286748 0.018372894146052313 -0.013395024472048314 1.6096938920021058 0.15714851838571053 -0.76899049412120479 1.3411067233085632 0.0058918020238606754 0.11182133833333277 0.3710000262217607 -0.16338213175535202 0.89511901738279964 -0.3905613758984734 0.10556045258032209 0.48929578827648629 0.029377479957682744 -0.037258456611495808 0.77269606953575509 0.013392191195512207 0.34064344008763636 -0.11983587810493612 0.19551140933125108 0.49510885840654378 -0.21936322668687472
leaf_weight=58 262 39 5926 22 214 30 21 23 568 20 25 422 1105 37 314 20 20 26 22 39 29 47 67 79 55 742 658 116 39 24 21 20 147 20 31 1747 537 27361 24 27 22 20 2789 1040 334 32 59 34 449 82 28 54854 21 2337 90 577 54 20 62
leaf_count=58 262 39 5926 22 214 30 21 23 568 20 25 422 1105 37 314 20 20 26 22 39 29 47 67 79 55 742 658 116 39 24 21 20 147 20 31 1747 537 27361 24 27 22 20 2789 1040 334 32 59 34 449 82 28 54854 21 2337 90 577 54 20 62
internal_value=0 0.551408 -0.00615722 0.1627 0.47047 0.817528 2.24991 0.135523 0.48023 2.33342 1.02892 0.086096 0.271382 0.746787 0.018325 0.401668 0.370375 1.37067 -0.0160974 0.17469 0.612881 0.760482 1.43841 1.01198 0.296517 0.0755449 0.170161 0.817055 0.613197 1.3042 0.487395 0.193791 -0.0216599 0.32369 -0.0530022 -0.0224483 0.0608207 -0.0252279 0.0313027 0.00928545 0.163554 0.660961 -0.0214923 0.111858 0.173561 0.398453 0.620412 0.192988 0.222914 0.130119 -0.414763 -0.0293193 0.181275 -0.000188914 0.0254228 -0.0536421 -0.0776232 0.106905 -0.00665662
internal_weight=0 1358 102550 5693 1299 560 75 5518 692 59 175 4826 1281 150 3545 334 669 46 96857 1144 485 397 114 137 623 5541 2271 177 155 54 283 739 91316 208 88 91108 2943 88165 5950 3270 719 47 3211 2094 1374 113 81 697 663 1829 57 82215 188 3223 2427 1114 796 167 720
internal_count=103908 1358 102550 5693 1299 560 75 5518 692 59 175 4826 1281 150 3545 334 669 46 96857 1144 485 397 114 137 623 5541 2271 177 155 54 283 739 91316 208 88 91108 2943 88165 5950 3270 719 47 3211 2094 1374 113 81 697 663 1829 57 82215 188 3223 2427 1114 796 167 720
cat_boundaries=0 6 11 12 17 23 24 30 36 41 42 48 54 59 65
cat_threshold=32768 536887296 4608 4358408 262176 32 9486336 0 512 33554432 64 67 0 536870912 0 131072 262144 101974532 33554944 8454250 1024 0 4096 1024 112477832 2147484192 2162794 33554496 268444164 12288 268435712 163970 524688 237056034 537411600 1024 0 536870912 0 131072 262144 2185 0 536887808 32 32768 8192 256 613435012 2416181296 16777314 277873152 1082138826 8456 12599456 268566753 1 117706756 8393537 589824 2228229 276856832 2097152 64 256
is_linear=0
shrinkage=0.01


Tree=121
num_leaves=44
num_cat=4
split_feature=0 9 4 8 2 0 2 1 9 8 0 12 0 1 4 10 9 6 15 3 0 5 24 3 9 8 24 6 24 3 2 2 4 8 2 1 24 5 2 1 6 4 2
split_gain=4.08425e+06 1.91962e+06 1.38358e+06 1.24752e+06 989480 2.29679e+06 858454 800575 810896 942444 785809 781499 577274 475136 911468 437694 435496 423451 420306 638927 385758 734569 368553 461540 460109 315020 264829 344876 249862 242859 230243 1.16084e+06 197911 169240 167697 161784 152874 288483 150659 136991 107085 68165.5 15867.6
threshold=242.5325 553.21400000000006 201.55000000000004 796.15000000000009 512.13625000000013 748.92250000000013 261.97000000000008 111.55832500000001 252.70150000000004 6.6462500000000011 2.8222380000000005 29.542500000000004 149.11750000000004 169.65250000000003 237.41375000000005 451.48500000000007 86.815500000000014 483.06600000000009 157.00650000000005 42.911000000000008 22.151894000000002 552.55750000000012 0 384.83520000000004 13.447500000000003 490.81062000000003 1 27.203999999999997 2 1449.0631000000001 54.609000000000002 55.44250000000001 137.69150000000005 1117.4100000000001 472.9221300000001 273.76200000000006 3 45.051000000000009 272.24748000000005 180.57000000000002 14.451000000000002 15.056730000000003 440.02900000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=2 4 7 6 15 13 18 20 17 -10 16 -3 -12 -6 -15 22 42 26 36 -20 29 28 35 25 -25 -24 27 -9 32 30 33 -32 -22 -1 -30 41 37 -4 -28 -11 -38 -2 -8
right_child=1 11 3 -5 5 -7 10 8 9 39 12 -13 -14 14 -16 -17 -18 -19 19 -21 21 -23 23 24 -26 -27 38 -29 34 -31 31 -33 -34 -35 -36 -37 40 -39 -40 -41 -42 -43 -44
leaf_value=-0.022690106295060807 -0.17360804754590231 1.1395129635827295 0.15459478314139627 2.4569100602467855 -0.59123761870644309 4.4620620231628418 0.10673238833745322 0.16042780362330725 2.335567035320643 0.87139927005767814 3.0660346515362078 3.441646866798401 0.93780145797729486 2.5849394492308302 -0.093416678110758461 1.4911011804853167 1.6544199906587602 1.1725291949052077 0.14728839635849 2.3610768751664595 0.17696898732128616 1.885224726416848 0.32322242108811927 1.6342770204209445 0.029017839064964881 1.381306582483752 -0.023385500725484554 0.68172389041657411 0.022554126345386654 0.91176611151014064 1.6127098010852934 0.043499942767145035 1.1575864845230466 0.65376535054799678 0.82764875962184026 -0.91358293175697325 -0.033352342566114107 0.81818230381538704 0.47026660786433655 -0.19705316813786827 0.25797827162961851 0.45266829967498778 -0.24367488043648855
leaf_weight=90070 63 29 275 27 22 20 24 856 37 20 26 30 25 24 27 35 20 39 32 22 1032 22 947 57 26 29 977 149 5256 28 48 2638 21 37 26 25 459 86 66 30 174 24 28
leaf_count=90070 63 29 275 27 22 20 24 856 37 20 26 30 25 24 27 35 20 39 32 22 1032 22 947 57 26 29 977 149 5256 28 48 2638 21 37 26 25 459 86 66 30 174 24 28
internal_value=0 0.545935 -0.00609599 0.331752 0.465807 1.45968 0.282752 -0.0100894 0.17974 1.12566 1.07308 2.31009 2.02278 0.637111 1.16699 0.389165 0.400376 0.140307 0.189994 1.0492 -0.0142505 0.0611105 0.35623 0.411654 1.13142 0.354661 0.120651 0.235372 0.0547758 -0.0194117 -0.0196927 0.0715424 0.194677 -0.0224123 0.026467 -0.18781 0.143317 0.304251 0.00777774 0.230328 0.0460023 -0.000842159 -0.0819484
internal_weight=0 1358 102550 1198 1299 93 1171 101352 2174 87 123 59 51 73 51 1206 72 2087 1048 54 99178 6357 1171 1059 83 976 2048 1005 6335 92821 92793 2686 1053 90107 5282 112 994 361 1043 50 633 87 52
internal_count=103908 1358 102550 1198 1299 93 1171 101352 2174 87 123 59 51 73 51 1206 72 2087 1048 54 99178 6357 1171 1059 83 976 2048 1005 6335 92821 92793 2686 1053 90107 5282 112 994 361 1043 50 633 87 52
cat_boundaries=0 1 2 3 4
cat_threshold=128 1334 1026 720
is_linear=0
shrinkage=0.01


Tree=122
num_leaves=64
num_cat=14
split_feature=0 2 15 25 4 8 2 6 1 24 25 5 25 4 6 0 4 12 0 14 24 0 25 24 0 0 4 6 4 2 0 0 1 24 2 1 26 25 2 26 0 2 0 3 12 3 6 13 24 0 14 24 5 10 25 25 5 25 26 4 0 3 0
split_gain=4.00298e+06 1.77954e+06 1.91722e+06 1.67458e+06 1.38745e+06 1.55852e+06 894156 775813 918251 767819 1.7154e+06 1.0552e+06 728889 665860 598164 536238 518762 493333 474427 470595 438138 631433 339052 827724 764647 678037 320449 457546 312583 298324 291377 274872 274183 271311 537522 255700 255551 235946 391997 363028 214901 195559 185001 163244 193378 317367 157280 154491 149025 166175 143095 142761 232883 118705 84400.1 75013.7 65973.1 65547.6 62401.7 66719.8 36575.6 53145.8 31842.2
threshold=242.5325 512.13625000000013 65.094000000000008 0 195.82340000000002 617.48075000000006 383.96180000000004 2.8222380000000005 352.68673250000012 1 2 94.270000000000024 3 8.0663865000000019 1054.5000000000002 883.10000000000014 169.65250000000003 166.70600000000002 27.499000000000006 678.01075000000003 4 438.42500000000007 5 6 32.410100000000007 120.13000000000001 371.41875000000005 264.52500000000003 483.06600000000009 54.609000000000002 297.71250000000003 172.78900000000002 44.630000000000003 7 41.76100000000001 41.632000000000012 2022.5000000000002 8 658.86750000000018 2022.5000000000002 1077.3535000000002 233.37814 1438.4900000000002 58.810000000000009 24.484500000000004 242.38250000000002 8.8950000000000014 108.94300000000001 9 109.23040000000002 808.55215250000015 10 678.89998000000014 13.079500000000001 11 12 370.38000000000005 13 2022.5000000000002 18.783750000000005 413.70875000000007 23.036750000000005 507.82280000000009
decision_type=2 2 2 9 2 2 2 2 2 1 9 2 9 2 2 2 2 2 2 2 1 2 9 1 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 9 9 2 9 2 2 2 2 2
left_child=3 12 7 4 9 6 17 8 -3 10 36 31 15 -13 19 20 42 35 37 29 21 32 23 24 -20 -26 30 -28 -8 -11 -22 -12 -2 34 40 -6 -1 38 51 -40 53 56 -17 50 47 -46 -43 -45 -25 -50 54 55 -53 -14 -39 -5 57 -24 59 62 61 -60 -35
right_child=1 2 -4 18 5 -7 28 -9 -10 14 11 13 33 -15 -16 16 -18 -19 22 -21 26 -23 41 48 25 -27 27 -29 -30 -31 -32 -33 -34 58 -36 -37 -38 43 39 -41 -42 46 -44 44 45 -47 -48 -49 49 -51 -52 52 -54 -55 -56 -57 -58 -59 60 -61 -62 -63 -64
leaf_value=2.2103268486022949 0.22723746299743652 0.66577841511479141 4.4745325824192594 0.097847384994243003 0.045954536401508934 3.2861746199234672 1.0648585205986385 0.057239107963366384 3.3540818786621096 0.020662425461445266 0.072923563234833871 2.321714283058772 0.024907383246855305 0.25634092913733592 1.7508270263671875 0.54985666519258081 2.803540698051453 1.56039824873209 2.5967044054378166 1.4005378481057975 0.68950936694477871 2.2876499689949883 0.039884947017107299 -0.0071260431312432848 0.28045599550247191 1.9545388719240826 1.5685324622069796 -0.2012158977417719 2.7705325750871141 0.27213932803084506 0.1179361942214537 1.1616690627733868 1.4289111678831039 0.070846544259215063 1.6219950741529465 0.75659664581503194 1.2136951514909853 -0.016967521603467858 1.7121398602999174 0.1424296760559082 1.1009074211120606 0.15106206611350731 1.6281731781019613 0.02534747468077252 0.20601289867208553 1.4817563608288766 1.3210716266632079 0.78896258424829557 0.10980561006191866 0.36618680322955471 0.79504303795950748 0.028395549679356789 0.89639406881024752 0.84066920059919359 -0.038796663555508704 -0.05727999313083762 0.5717620849609375 -0.050329038929477141 -0.17161524018244959 -0.396285566795956 -0.32341483877186311 0.39485998370430686 0.40244497945609814
leaf_weight=50 49 27 21 337 183 23 21 39 24 3881 686 37 165 27 21 41 20 32 22 26 129 36 1633 720 125 30 48 21 22 537 289 24 31 73 32 70 53 28550 26 34 25 27 26 1415 104 24 20 27 1040 334 21 10647 31 20 46894 3206 20 1570 67 22 83 22 48
leaf_count=50 49 27 21 337 183 23 21 39 24 3881 686 37 165 27 21 41 20 32 22 26 129 36 1633 720 125 30 48 21 22 537 289 24 31 73 32 70 53 28550 26 34 25 27 26 1415 104 24 20 27 1040 334 21 10647 31 20 46894 3206 20 1570 67 22 83 22 48
internal_value=0 0.540475 1.7538 -0.00603503 0.160492 0.7698 0.593347 1.11896 1.93086 0.120757 0.389597 0.217768 0.432473 1.45038 0.0669298 0.646897 1.3902 0.390541 -0.015838 0.0591232 0.550382 1.09354 0.0740064 0.167524 0.806528 0.604472 0.390532 1.02991 1.93753 0.051229 0.294331 0.109726 0.692886 0.152497 0.398213 0.242575 1.54728 -0.0212914 0.0160391 0.822637 0.230694 0.00852026 0.968308 -0.0282103 0.0727109 0.445215 0.648938 0.0396454 0.109935 0.170885 -0.0303136 0.0126472 0.0308866 0.113098 -0.0305433 -0.0422909 -0.000792328 -0.00436744 -0.0427196 0.110286 -0.172411 -0.0315877 0.20239
internal_weight=0 1358 111 102550 5693 351 328 90 51 5342 877 774 1247 64 4465 690 87 285 96857 4444 603 116 5541 2271 177 155 487 69 43 4418 418 710 80 557 242 253 103 91316 14281 60 210 3270 67 77035 1570 128 47 1442 2094 1374 75465 14221 10678 185 75444 3543 3223 3203 315 143 172 89 121
internal_count=103908 1358 111 102550 5693 351 328 90 51 5342 877 774 1247 64 4465 690 87 285 96857 4444 603 116 5541 2271 177 155 487 69 43 4418 418 710 80 557 242 253 103 91316 14281 60 210 3270 67 77035 1570 128 47 1442 2094 1374 75465 14221 10678 185 75444 3543 3223 3203 315 143 172 89 121
cat_boundaries=0 6 7 12 18 19 25 26 27 33 34 35 41 46 51
cat_threshold=32768 536887296 4608 4358408 262176 32 66 0 536870912 0 131328 262144 9486336 16384 544 33554432 64 256 21 101974532 33554944 8454250 1024 0 4096 1024 2642 1065856 164002 524722 237056034 805855248 1024 2185 200 881067012 2424570384 285212736 277875200 1082130638 12552 16512 0 0 2097152 16384 2688008 18874384 270565376 64 268443652
is_linear=0
shrinkage=0.01


Tree=123
num_leaves=47
num_cat=4
split_feature=0 9 4 8 3 0 16 1 9 8 7 26 24 1 0 6 0 6 7 6 24 1 1 11 1 8 11 12 0 24 6 8 3 24 4 3 11 0 1 7 14 1 1 7 3 4
split_gain=3.92332e+06 1.86275e+06 1.33428e+06 1.20123e+06 910651 1.2029e+06 870847 777556 791385 924587 730385 475499 559974 531015 473691 412931 370641 476140 351298 328625 289862 435114 300457 305819 279280 290896 259336 510511 413701 258989 336762 254838 236849 235964 202833 177294 174659 170405 164221 334888 151374 148476 134035 125472 118083 105862
threshold=242.5325 553.21400000000006 201.55000000000004 796.15000000000009 384.83520000000004 883.10000000000014 81.991800000000026 111.55832500000001 252.70150000000004 6.6462500000000011 228.79300000000003 2022.5000000000002 0 262.64538500000009 438.42500000000007 483.06600000000009 22.151894000000002 483.06600000000009 4.4150000000000009 448.18200000000007 1 242.38250000000002 438.42500000000007 176.37682000000004 542.71780000000012 166.61000000000004 163.96250000000003 5.700949500000001 74.41500000000002 2 27.203999999999997 48.83227500000001 1449.0631000000001 3 137.69150000000005 161.04250000000002 21.834000000000003 273.37500000000006 165.05000000000004 40.107500000000009 1092.2134000000003 226.32900000000004 180.57000000000002 221.43500000000003 68.774000000000015 229.75969200000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 10 11 18 -3 16 15 -10 19 12 13 14 -2 29 32 33 41 38 22 37 23 -13 25 -14 27 28 -12 30 -9 -23 40 34 -18 -35 -20 -22 45 -40 44 -6 -11 -31 -1 -4
right_child=1 6 3 -5 5 -7 -8 8 9 42 26 20 24 -15 -16 -17 17 -19 36 -21 21 31 -24 -25 -26 -27 -28 -29 -30 43 -32 -33 -34 35 -36 -37 -38 -39 39 -41 -42 -43 -44 -45 -46 -47
leaf_value=-0.021279332976935423 0.34977255998611451 1.4028804133488582 0.33692808962569515 2.4111618628325284 0.71278329333433732 3.0452797120192958 3.9694302911758421 0.15820606462935977 2.310045141368299 0.85896372127532961 0.2515466224856493 -0.11107861445882382 0.086150819068674181 2.005290780067444 1.2922678836443091 1.1575479705517109 0.17299596466073572 1.465727316637834 2.0383744871048699 1.1472686650412423 0.80772419906244042 0.57652694767919077 -1.1670063797632855 1.159004242306664 1.2239443400927952 1.2578610121685525 0.20718318676126415 2.7020107984542849 1.8456776781435367 0.026471671329895134 0.67333369408877897 1.9860448184220687 0.90052688734872011 0.016826824525218397 1.1897547878101469 0.35486740452051169 0.82240107430352116 0.1136988219041233 0.27833470409950323 1.6821859636520966 0.66833044171333311 -0.34597505158848235 -0.19790053860346477 -0.61939783742350918 0.054944074239479689 0.059336502288972859
leaf_weight=90682 125 39 170 27 26 29 20 856 37 20 41 195 269 40 93 39 1033 24 21 35 41 29 24 21 28 23 29 20 27 1012 149 23 28 5120 20 160 27 258 113 20 32 27 30 31 2079 716
leaf_count=90682 125 39 170 27 26 29 20 856 37 20 41 195 269 40 93 39 1033 24 21 35 41 29 24 21 28 23 29 20 27 1012 149 23 28 5120 20 160 27 258 113 20 32 27 30 31 2079 716
internal_value=0 0.53507 -0.00597471 0.325801 0.456139 1.25011 2.2729 -0.00989636 0.177184 1.11165 0.277718 0.367844 0.571782 0.910874 0.751846 0.138229 -0.0139972 0.0598725 0.734671 0.194509 0.168392 0.345843 -0.101318 0.0124017 0.261745 0.178443 1.02731 1.29758 0.88451 0.118818 0.232267 1.19997 -0.0190563 0.0545448 0.190499 0.0270193 1.35439 0.208866 0.161784 0.48944 -0.0193338 0.173416 0.224845 0.00720608 -0.019571 0.112599
internal_weight=0 1358 102550 1198 1299 130 59 101352 2174 87 1171 1169 578 258 218 2087 99178 6357 101 1054 591 351 240 216 320 292 117 88 68 2048 1005 52 92821 6333 1053 5280 48 299 1019 133 92793 53 50 1043 92761 886
internal_count=103908 1358 102550 1198 1299 130 59 101352 2174 87 1171 1169 578 258 218 2087 99178 6357 101 1054 591 351 240 216 320 292 117 88 68 2048 1005 52 92821 6333 1053 5280 48 299 1019 133 92793 53 50 1043 92761 886
cat_boundaries=0 1 2 3 4
cat_threshold=2102 2452 1334 1026
is_linear=0
shrinkage=0.01


Tree=124
num_leaves=64
num_cat=11
split_feature=25 1 9 4 8 4 6 4 5 26 18 10 8 24 5 4 25 1 5 20 6 4 5 9 1 25 15 4 13 9 6 14 24 1 1 7 25 5 25 25 10 1 10 6 1 13 7 25 1 1 24 11 1 26 5 25 4 1 14 14 14 4 4
split_gain=3.0967e+06 2.89165e+06 1.97926e+06 1.7046e+06 1.61453e+06 749391 715537 773088 743158 705389 524044 566941 519111 579900 501831 468483 482365 457219 459029 424213 385155 334883 511682 320260 284201 270457 202184 171172 152704 143545 136707 136047 134413 149476 184221 140961 124558 107339 105543 100230 88663.2 86165.3 145383 80614.7 113982 69664.9 67601.2 65589.4 65183.3 62913.1 60787.9 60130.2 56325.6 51394.4 46154 36485 31202.5 27044.6 22124.2 35063.2 16924.7 2329.37 715.97
threshold=0 205.14500000000004 252.70150000000004 1085.2750000000003 6.6462500000000011 143.69840000000002 421.77600000000007 189.80565000000004 343.26000000000005 2022.5000000000002 16.667500000000004 451.48500000000007 259.21600000000007 1 171.08800000000002 81.524400000000014 2 469.21250000000003 392.81250000000006 226.99500000000003 26.112000000000005 47.623315000000005 392.81250000000006 617.48075000000006 218.24100000000001 3 694.47569250000004 422.73350000000011 59.170000000000009 9.3820000000000032 28.395000000000003 427.34070000000003 4 156.08950000000002 273.76200000000006 394.58800000000002 5 22.173850000000005 6 7 522.5150000000001 61.114000000000011 264.75500000000005 79.689000000000007 273.76200000000006 44.815000000000005 288.97500000000008 8 10.686000000000002 335.00670000000008 9 54.0745 210.63000000000002 2022.5000000000002 359.92750000000007 10 229.75969200000003 61.114000000000011 808.55215250000015 522.5150000000001 90.882500000000007 223.58100000000002 521.79500000000019
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 9 2 9 9 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2
left_child=1 3 10 6 -4 -6 9 14 -9 12 11 17 13 -1 28 25 19 24 -19 27 -14 26 -23 -7 -3 32 -11 43 -8 53 -12 36 33 38 52 39 41 -5 50 -34 -41 51 -43 48 -45 -40 47 61 -17 -36 -2 -27 -35 -29 56 57 -49 -38 59 -33 -57 -18 -63
right_child=15 2 4 37 5 23 7 8 -10 21 30 -13 20 -15 -16 16 46 18 -20 -21 -22 22 -24 -25 -26 31 -28 29 -30 -31 -32 58 35 34 49 -37 55 -39 45 40 -42 42 -44 44 -46 -47 -48 54 -50 -51 -52 -53 -54 -55 -56 60 -58 -59 -60 -61 -62 62 -64
leaf_value=0.33202037586581212 0.021649267294696559 1.3434884940253364 4.2054378889157222 1.6636992899576821 -0.056918598688565768 1.4263817446940654 -0.21105444600442788 3.1968339781327684 0.56684578486851289 -0.044320252414494846 0.063264332385290237 2.1544519156217574 0.45365115349109358 0.075058487396022625 1.3468720789959556 0.090943076645184057 -0.22002379152509904 1.1293375605245981 -0.34247295141220091 1.718984405517578 2.2994949108362199 0.14411719478247487 1.2846050637683204 2.9725421051751999 0.27419209731463046 -0.016652066347479989 0.84129359685457672 0.63322846439751712 0.76967730236053467 1.1675387587691799 -1.0777737335931687 0.60612376308441163 0.21449687604550963 0.43073974541255405 -0.46420560750094325 0.5610572158458621 -0.028780219917699457 2.6873358278274537 0.025961079565523595 -0.02074694101499119 0.54300756079810009 0.056569416943999376 0.89583488509768527 0.49009726069009668 -0.18969700246021667 0.23829090673712239 0.52341415361924604 0.015307709201720187 0.27913228462772832 0.14488098595593427 0.23874561194077282 0.076251700014022261 0.91429988659345185 0.14709352227144462 0.42458698113759363 -0.045374836352638538 -0.11903418968885372 0.048857797254404471 0.67118792108867487 0.049190438573177044 0.23863506930215017 -0.29131256103515624 -0.35593832238515222
leaf_weight=1555 204 27 26 21 26 37 77 22 21 3026 21 24 26 2047 38 495 36 181 24 20 20 462 43 21 313 30415 26 44 20 33 21 20 179 63 22 43 19944 20 7021 7611 28 1205 21 165 29 158 22 662 293 74 402 713 39 43 24 24902 234 459 23 26 21 40 30
leaf_count=1555 204 27 26 21 26 37 77 22 21 3026 21 24 26 2047 38 495 36 181 24 20 20 462 43 21 313 30415 26 44 20 33 21 20 179 63 22 43 19944 20 7021 7611 28 1205 21 165 29 158 22 662 293 74 402 713 39 43 24 24902 234 459 23 26 21 40 30
internal_value=0 0.18815 0.792996 0.129663 2.02783 1.35381 0.118371 0.744706 1.91242 0.102897 0.570686 0.650253 0.200601 0.18712 0.372767 -0.0148433 0.130413 0.584013 0.957028 0.2732 1.25619 0.00269348 0.241228 1.9862 0.359107 -0.0182127 -0.0367757 0.24944 -0.00884171 0.605965 -0.507255 -0.0258847 0.019439 0.04832 0.319712 -0.00991429 -0.0262823 2.16303 0.0414796 -0.0130674 -0.0186561 -0.0112819 0.0709451 0.205873 0.388479 0.0305916 -0.0248267 -0.0368243 0.160917 0.00529864 0.167202 -0.0145241 0.61563 0.392955 -0.008097 -0.036979 -0.0197771 -0.0270204 0.417953 0.291335 -0.0451174 -0.260789 -0.319009
internal_weight=0 8145 721 7424 110 84 7383 178 43 7205 611 569 3648 3602 135 95763 2170 545 205 1122 46 3557 505 58 340 93593 3052 1102 97 120 42 77749 15844 7983 198 7861 77680 41 7785 7818 7639 32354 1226 982 194 7179 1048 1026 788 96 606 31128 102 87 920 45326 896 20403 69 46 24923 106 70
internal_count=103908 8145 721 7424 110 84 7383 178 43 7205 611 569 3648 3602 135 95763 2170 545 205 1122 46 3557 505 58 340 93593 3052 1102 97 120 42 77749 15844 7983 198 7861 77680 41 7785 7818 7639 32354 1226 982 194 7179 1048 1026 788 96 606 31128 102 87 920 45326 896 20403 69 46 24923 106 70
cat_boundaries=0 5 6 12 18 19 25 30 34 39 40 46
cat_threshold=1081344 536887298 4608 33685504 262176 91 67126912 532 8388640 32768 268443652 4352 8389376 163968 590330 73507114 537419856 32 1079 906314884 2415919648 268435456 403707392 1350566022 13568 0 32768 0 41002 16 0 0 0 2097408 0 2147483648 8 2162690 16 3 6817800 48496732 564166661 25430017 2214592521 520
is_linear=0
shrinkage=0.01


Tree=125
num_leaves=56
num_cat=16
split_feature=0 17 25 25 2 0 4 2 6 24 8 1 4 6 4 25 8 24 2 2 25 9 1 24 3 7 25 11 25 2 2 9 2 6 5 3 24 5 24 25 7 2 7 2 17 1 6 25 25 25 5 11 25 3 3
split_gain=3.60938e+06 2.88553e+06 1.73955e+06 1.37816e+06 1.14228e+06 1.37761e+06 859517 884025 737110 736456 455348 749724 443856 425520 1.37926e+06 428902 387484 382394 840041 3.49904e+06 583324 404617 959893 378600 319936 307438 292113 247565 225788 694217 209472 292015 187411 184152 158135 142709 141629 162242 131680 130498 118217 115983 114011 107256 104018 93332.6 93129.6 69999.5 41394.3 32811.9 21483.2 15907.7 17359.8 9407.78 1734.05
threshold=149.11750000000004 423.27250000000009 0 1 383.96180000000004 748.92250000000013 208.21944900000003 414.53600000000012 1054.5000000000002 2 210.25500000000002 352.68673250000012 422.73350000000011 243.82689999999999 133.78600000000003 3 427.52750000000009 4 54.609000000000002 78.338250000000002 5 384.29599999999999 56.343250000000005 6 26.311000000000003 213.13470000000004 7 210.82500000000002 8 1070.9310000000003 440.02900000000005 242.38250000000002 272.24748000000005 543.52500000000009 616.44275000000005 61.3401 9 148.89700000000005 10 11 119.8135 117.51455000000003 183.74925000000002 749.57248000000016 57.371500000000012 661.33164000000011 91.254000000000019 12 13 14 897.08550000000014 111.61553050000002 15 764.58775000000003 439.62900000000008
decision_type=2 2 9 9 2 2 2 2 2 1 2 2 2 2 2 9 2 1 2 2 9 2 2 1 2 2 9 2 9 2 2 2 2 2 2 2 1 2 1 9 2 2 2 2 2 2 2 9 9 9 2 2 9 2 2
left_child=3 2 4 6 9 10 8 16 17 32 11 -6 -9 15 -15 -11 23 18 20 -20 -1 33 -23 46 28 -25 27 36 29 34 31 35 44 -19 38 39 48 -38 -5 -4 41 -29 -37 45 -2 47 -8 -30 -26 53 -36 52 -51 54 -28
right_child=1 -3 30 24 5 -7 7 12 -10 13 -12 -13 -14 14 -16 -17 -18 21 19 -21 -22 22 -24 25 26 -27 49 40 43 -31 -32 -33 -34 -35 50 42 37 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 51 -52 -53 -54 -55 -56
leaf_value=0.80189126537692168 0.11645515289343894 3.2365459600176134 -0.17961449611047825 0.028589196535728681 0.68251725270197938 3.6977756997813351 -0.28567446093405446 0.93483687264578674 1.7192412730625697 0.24988592021257769 0.066030543191092347 2.6279391038417819 2.9908534059070404 -0.057368875416842373 2.7371263423562051 0.83301373638111731 1.6719229824646662 0.021215665253270753 4.7737848813533779 0.38789568951473902 0.092371392780524073 0.051923272228240967 2.6440752096176148 0.47413893001653795 0.16143410212227277 1.7592271132696242 -0.21674458309755487 0.57204972955158784 -0.020678711195728852 1.7789211888746783 -0.80716601760299111 1.057492846886317 0.9340479992054127 0.89962297836939498 0.73974225044250486 0.22286572933197021 0.11564621360380177 0.47690242710914321 -0.019915534385554056 0.083157163826214686 0.078045652310053518 1.5266676642894745 0.96975183639526363 -0.64101897173914413 -0.56612285380562155 0.4835253680092948 0.42499484186587128 -0.041694461897335534 -0.04528894664501322 -0.0016746354574958483 0.3499621188256048 0.22299875135007113 -0.069250342559782754 -0.42600626627604166 -0.11272001093084162
leaf_weight=114 320 35 247 9616 52 23 93 21 28 237 35 32 21 33 38 359 23 4285 20 201 1944 50 20 164 102 21 59 35 27111 22 27 30 27 24 26 112 2437 131 13362 705 24 20 25 29 24 35 23 38411 715 650 31 23 930 21 22
leaf_count=114 320 35 247 9616 52 23 93 21 28 237 35 32 21 33 38 359 23 4285 20 201 1944 50 20 164 102 21 59 35 27111 22 27 30 27 24 26 112 2437 131 13362 705 24 20 25 29 24 35 23 38411 715 650 31 23 930 21 22
internal_value=0 0.386606 0.343722 -0.00893624 0.610978 1.45736 0.125785 0.597824 0.100133 0.501079 1.02434 1.42363 1.96285 0.696044 1.43828 0.619302 0.420876 0.0933236 0.198065 0.784809 0.13602 0.0382724 0.792538 0.325281 -0.0190748 0.588218 0.0573985 0.109953 -0.0235363 0.00338611 0.0626579 0.0842055 0.128341 0.0261082 0.00169183 0.0573932 0.097356 0.133555 0.000386852 0.0139669 0.663648 0.919184 0.359159 -0.0329965 0.0688334 -0.0327325 -0.133277 -0.0330083 -0.0178402 -0.0497292 0.527757 -0.0378621 -0.0418991 -0.216196 -0.188491
internal_weight=0 2361 2326 100864 1180 142 7052 366 6686 1038 119 84 42 667 71 596 324 6658 2279 221 2058 4379 70 301 93812 185 5169 3464 88643 23057 1146 1119 371 4309 23035 1089 3385 2568 22978 952 79 55 137 65586 344 65557 116 65522 817 1705 57 1603 1580 102 81
internal_count=103225 2361 2326 100864 1180 142 7052 366 6686 1038 119 84 42 667 71 596 324 6658 2279 221 2058 4379 70 301 93812 185 5169 3464 88643 23057 1146 1119 371 4309 23035 1089 3385 2568 22978 952 79 55 137 65586 344 65557 116 65522 817 1705 57 1603 1580 102 81
cat_boundaries=0 6 12 13 19 20 24 25 31 37 38 39 44 50 56 61 66
cat_threshold=9469956 512 268501544 33554432 0 4096 1073774592 16384 4608 174227464 786464 32 901 1048576 0 512 33554432 0 4096 75 1073741824 0 0 131072 2340 45434504 2149581348 8454314 64 268444164 4352 537921280 2147614882 17302000 335614466 612369488 8456 2188 1301 262656 16544 0 1081346 8388672 15007748 847512084 278953990 8397828 1124081668 4096 262144 0 65536 0 0 4096 0 536870912 0 68235266 16 84418560 268435456 69238848 1024 8388928
is_linear=0
shrinkage=0.01


Tree=126
num_leaves=54
num_cat=13
split_feature=25 6 16 3 1 24 9 6 26 24 25 3 5 1 11 1 25 1 9 25 5 6 4 25 25 4 17 9 5 1 8 1 5 4 25 9 24 24 11 18 25 5 3 11 21 16 1 25 26 8 4 14 1
split_gain=3.08791e+06 3.04137e+06 3.90247e+06 1.08686e+06 1.0576e+06 844097 915043 813435 566589 671871 786768 558947 540408 507415 506387 457434 476136 584088 603647 456066 371312 351822 332955 319304 317162 301832 301815 293251 286827 285386 207455 183218 160237 149439 135254 201582 127590 118693 118443 107712 98154.7 94403.7 90832 81742.3 80299.9 76367.4 55618.8 53855.8 52594.5 32172.5 21904.1 12264.9 1070.14
threshold=0 222.67000000000004 352.21000000000004 297.47500000000008 210.63000000000002 1 367.7580000000001 360.15000000000003 2022.5000000000002 2 3 1449.0631000000001 448.18200000000007 75.142750000000007 242.583 61.114000000000011 4 884.13250000000005 523.54700000000014 5 359.92750000000007 665.85000000000014 208.21944900000003 6 7 147.65000000000003 129.93500000000003 39.725000000000009 48.590000000000011 11.349000000000002 239.43773250000004 233.37814 1083.8250000000003 449.81750000000005 8 261.83250000000004 9 10 364.16800000000006 400.32550000000009 11 616.44275000000005 414.53600000000012 147.14950000000002 119.92700000000001 2.1720000000000006 542.71780000000012 12 2022.5000000000002 81.253 9.2080380000000037 8.0730000000000022 884.13250000000005
decision_type=9 2 2 2 2 1 2 2 2 1 9 2 2 2 2 2 9 2 2 9 2 2 2 9 9 2 2 2 2 2 2 2 2 2 9 2 1 1 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2
left_child=1 4 3 12 8 48 23 -5 9 10 29 15 14 -9 21 24 17 18 33 -10 -15 -3 39 27 32 -14 -24 -7 -12 -1 36 -25 37 -17 46 45 -11 42 -39 -21 41 43 -2 -26 47 -36 49 -42 50 -18 -6 -50 -48
right_child=11 2 -4 7 5 6 -8 13 19 30 28 -13 25 20 -16 16 34 -19 -20 22 -22 -23 26 31 40 -27 -28 -29 -30 -31 -32 -33 -34 -35 35 -37 -38 38 -40 -41 44 -43 -44 -45 -46 -47 52 -49 51 -51 -52 -53 -54
leaf_value=0.99251411267152923 -0.022701783840783731 0.029604372343904263 4.46781675974528 3.2526894401550295 -0.21905689639014167 1.2171307088079908 2.6062745474938014 -0.19515687322616579 0.52923923801492767 -0.056816042735135817 0.18865188670671806 1.4801644264221192 2.4496132946014404 2.7347632267475128 1.5164087708791099 0.18134835958306383 -0.1063264294394425 1.7823276710510254 1.8756597931818531 -0.050479180938115827 0.90670183467864984 0.92960457148375342 0.24788267299344272 1.049409602880478 -0.017838820246412927 0.71228339958190912 1.4980464155023747 0.18659921197330248 1.402215877532959 0.31399532486752768 0.87079323502147898 0.22572056486427439 0.76797811440059127 0.88607491031769781 0.020687302083419578 0.85815855595373336 0.12738862465620282 0.024686090019517559 0.40342516221195818 0.50785581534249447 -0.14467371898120254 0.49610724422666763 0.58102472152709961 0.17974999336834768 0.59341411256790166 0.24345788736556936 -0.45719014892578125 -0.039102474744645219 -0.38067537421765535 0.28536237760023642 0.19169931602478027 -0.71927602481842046 -0.37249774365811733
leaf_weight=254 7845 222 30 25 37 147 26 20 152 493 743 25 20 20 33 1025 448 25 22 2700 25 54 158 32 27163 20 22 34 20 82 34 173 28 31 1461 31 1545 15978 83 35 482 36 25 211 20 172 25 40811 23 22 20 20 37
leaf_count=254 7845 222 30 25 37 147 26 20 152 493 743 25 20 20 33 1025 448 25 22 2700 25 54 158 32 27163 20 22 34 20 82 34 173 28 31 1461 31 1545 15978 83 35 482 36 25 211 20 172 25 40811 23 22 20 20 37
internal_value=0 0.199422 0.978383 0.739925 0.145594 0.582508 0.771698 1.71974 0.109733 0.203462 0.402217 -0.0148946 0.48725 1.13015 0.345671 -0.0152856 0.100426 0.268799 0.236192 0.012827 1.71917 0.205691 -0.015862 0.668117 -0.0194043 1.58095 0.40068 0.969961 0.21761 0.803024 0.0956378 0.337818 0.0119259 0.202036 0.0145664 0.0589617 0.0831751 0.0110463 0.0266268 -0.0433341 -0.0303243 -0.0156371 -0.0207576 -0.0163158 -0.0400628 0.0441512 -0.12282 -0.0403793 -0.249202 -0.0879921 -0.0749319 -0.538164 -0.406648
internal_weight=0 7219 469 439 6750 512 412 90 6238 3171 1099 96006 349 65 309 95981 3299 1103 1078 3067 45 276 2915 386 92682 40 180 181 763 336 2072 205 23959 1056 2196 1664 2038 23931 16061 2735 68723 27410 7870 27374 41313 1633 532 41293 100 470 57 43 62
internal_count=103225 7219 469 439 6750 512 412 90 6238 3171 1099 96006 349 65 309 95981 3299 1103 1078 3067 45 276 2915 386 92682 40 180 181 763 336 2072 205 23959 1056 2196 1664 2038 23931 16061 2735 68723 27410 7870 27374 41313 1633 532 41293 100 470 57 43 62
cat_boundaries=0 5 6 7 11 17 22 23 29 35 36 37 43 49
cat_threshold=1073774592 16386 4608 170000384 32 2176 89 32768 0 0 131072 34619392 16 268501096 2 8396864 4096 1073741824 0 0 0 32 32768 546309888 2147615360 285737146 71405576 537403412 296 67108992 2952921216 524544 1146944 524561 256 1152 2248 2424964 818151468 547422532 276833792 343934016 12288 0 0 0 288 262144 1024
is_linear=0
shrinkage=0.01


Tree=127
num_leaves=58
num_cat=14
split_feature=0 2 7 25 25 2 8 4 2 24 6 6 2 14 4 24 2 9 14 8 24 25 24 0 7 0 1 1 1 1 9 25 2 6 7 10 5 25 1 2 6 8 4 24 6 2 2 13 8 25 4 25 0 25 5 2 25
split_gain=3.49967e+06 2.59527e+06 1.75069e+06 1.69733e+06 1.32159e+06 1.19413e+06 1.22218e+06 831099 862593 716226 744448 715457 521389 510124 432118 423535 814037 414412 408775 377026 369932 332413 445799 357551 298374 281699 274005 271541 222828 217658 207590 189803 337365 184763 175519 213299 163231 162763 148871 135481 133373 121003 107312 113712 91159 90050.2 75646.8 73681 72742.2 142599 65419 54103.8 47739.6 30431.3 25181.5 11472.7 7767.41
threshold=149.11750000000004 883.10000000000014 119.8135 0 1 383.96180000000004 4.4150000000000009 208.21944900000003 414.53600000000012 2 200.23362600000004 1054.5000000000002 78.338250000000002 678.01075000000003 422.73350000000011 3 54.609000000000002 553.21400000000006 8.1030000000000015 427.52750000000009 4 5 6 384.83520000000004 213.13470000000004 15.859000000000004 61.114000000000011 315.7462000000001 108.75750000000001 25.173750000000002 384.29599999999999 7 1070.9310000000003 47.642815000000006 104.10250000000001 10.380500000000003 1083.8250000000003 8 1070.9310000000003 440.02900000000005 23.838500000000003 401.69424000000004 101.10426000000001 9 91.254000000000019 597.17782000000011 137.93250000000003 66.547500000000028 48.83227500000001 10 246.73750000000004 11 50.029250000000012 12 139.92300000000003 749.57248000000016 13
decision_type=2 2 2 9 9 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 9 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 9 2 9 2 9 2 2 9
left_child=4 3 -3 5 7 9 -7 11 19 28 18 13 -12 15 -10 16 -1 21 -11 20 44 22 23 -5 -22 31 37 -24 29 -2 -17 32 36 50 46 -36 38 42 -6 41 -30 -23 43 -27 -9 48 -35 -44 51 -50 52 -33 -28 54 -39 -47 -55
right_child=1 2 -4 17 25 6 -8 8 14 10 12 -13 -14 -15 -16 30 -18 -19 -20 -21 24 39 27 -25 -26 26 33 -29 40 -31 -32 45 -34 34 35 -37 -38 53 -40 -41 -42 -43 47 -45 -46 55 -48 -49 49 -51 -52 -53 -54 56 -56 -57 -58
leaf_value=0.13450823937355022 0.2673729282568309 1.0423914955402243 4.833625193096343 0.46965075838423914 -0.00035010731918835934 3.2662255700214491 0.67815118332703905 -0.28565251570875927 0.92134880747113912 0.91040209202930844 3.1093200119018554 1.6930535609381538 0.97194711685180668 1.3922539596557619 2.9499951571509953 0.01857294433959901 0.77454626458341425 1.417889073445247 -0.23488464090559219 1.6465575373172761 0.46573113169611957 0.031341216152535788 0.20895113935006812 1.3803074756059153 1.7317332072485061 0.10899088437211284 0.066524721175656276 -0.63015222948650984 0.11186794649879887 1.393505202293396 0.57546011153389431 -0.020372854640750681 1.0627220605214438 0.15091481764614581 1.787145863487607 0.46380882906502691 0.86239743319424722 -0.014593142246572861 0.80463380896526826 -0.78305365371704105 -0.67050861890251567 0.76512256788170863 0.22849528262157315 -0.0087627568587037904 0.4174578169117803 -0.28738508383433026 0.79103453119595846 0.83607030920360403 0.15776758348151129 -0.053818574556934305 -0.40472180866059804 -0.039590196098543466 0.25112012848056653 -0.12061053438299507 0.34224844895303252 -0.58534003428050452 -0.057863147169750898
leaf_weight=2054 121 29 21 168 20299 37 36 93 21 232 25 28 21 30 21 4286 220 26 36 23 164 981 374 58 21 1744 266 43 53 20 68 22432 30 80 21 29 22 1763 23 20 37 23 151 1545 23 24 24 23 578 689 21 42677 296 328 20 28 699
leaf_count=2054 121 29 21 168 20299 37 36 93 21 232 25 28 21 30 21 4286 220 26 36 23 164 981 374 58 21 1744 266 43 53 20 68 22432 30 80 21 29 22 1763 23 20 37 23 151 1545 23 24 24 23 578 689 21 42677 296 328 20 28 699
internal_value=0 0.380687 2.63471 0.331919 -0.00879769 0.776286 1.98991 0.123129 0.587298 0.62797 0.928708 0.0979043 2.13356 0.091196 1.93567 0.085307 0.195569 0.164156 0.756558 0.412509 0.318213 0.145587 0.321608 0.673556 0.578186 -0.018726 0.0422495 0.119558 0.171545 0.427108 0.0272078 -0.0236524 0.00305407 0.224649 0.532718 1.01961 0.00149295 0.0208197 0.000560956 0.0316078 -0.209776 0.0481509 0.0665927 0.0539811 -0.134636 -0.0318392 0.298635 0.308807 -0.0315181 0.0435266 0.143273 -0.0329785 0.163749 -0.0357 -0.0105314 -0.447822 -0.078873
internal_weight=0 2361 50 2311 100864 618 73 7052 366 545 314 6686 46 6658 42 6628 2274 1693 268 324 301 1667 643 226 185 93812 7010 417 231 141 4354 86802 20374 737 154 50 20344 6273 20322 1024 90 1004 3463 3289 116 66428 104 174 66376 1267 583 65109 562 2810 1783 52 1027
internal_count=103225 2361 50 2311 100864 618 73 7052 366 545 314 6686 46 6658 42 6628 2274 1693 268 324 301 1667 643 226 185 93812 7010 417 231 141 4354 86802 20374 737 154 50 20344 6273 20322 1024 90 1004 3463 3289 116 66428 104 174 66376 1267 583 65109 562 2810 1783 52 1027
cat_boundaries=0 3 9 10 11 12 18 19 25 31 32 38 44 50 54
cat_threshold=32768 0 268435976 1073774592 16384 4608 174227464 786464 32 907 75 2340 9437188 528 65568 33554432 8196 4096 90 546308864 2147614882 17301912 335614466 880813072 8456 24446464 33554944 8454242 67109888 8260 4096 374 103089160 513 10485760 64 4 4096 4277380 818151956 279019622 8398852 1090519104 16 42491916 2097460 1344315392 64 268439553 8448 67108864 131200 8 65536
is_linear=0
shrinkage=0.01


Tree=128
num_leaves=57
num_cat=15
split_feature=0 17 25 25 2 0 4 2 24 14 8 1 4 5 11 25 24 2 2 25 8 24 3 17 5 26 25 2 25 2 2 9 12 2 26 5 0 3 12 24 25 11 24 2 1 2 10 25 7 25 3 16 16 5 24 4
split_gain=3.43003e+06 2.79411e+06 1.64892e+06 1.29529e+06 1.07361e+06 1.34301e+06 814560 845427 712269 494821 448137 725959 423518 410562 463596 458112 396148 969211 3.32505e+06 532262 369523 362570 307896 295677 284261 293065 283465 233943 213895 671793 204308 282650 202051 182621 255063 151204 143104 138913 136163 128214 127819 118876 112908 104726 90304.7 76999 71649.5 65618.4 63211 35980.9 34033.1 30228.9 33731.8 21907 11437.9 10487.4
threshold=149.11750000000004 423.27250000000009 0 1 383.96180000000004 748.92250000000013 208.21944900000003 414.53600000000012 2 678.01075000000003 210.25500000000002 352.68673250000012 422.73350000000011 370.38000000000005 35.941235000000006 3 4 54.609000000000002 78.338250000000002 5 427.52750000000009 6 26.311000000000003 63.657650000000011 616.44275000000005 2022.5000000000002 7 242.38250000000002 8 1070.9310000000003 440.02900000000005 242.38250000000002 671.11374000000012 272.24748000000005 2022.5000000000002 616.44275000000005 32.040442500000005 61.3401 73.990200000000016 9 10 210.82500000000002 11 749.57248000000016 661.33164000000011 414.53600000000012 80.037750000000017 12 2.6275000000000004 13 603.67000000000019 35.554400000000008 77.21250000000002 897.08550000000014 14 178.60500000000002
decision_type=2 2 9 9 2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 9 2 1 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 1 9 2 1 2 2 2 2 9 2 9 2 2 2 2 1 2
left_child=3 2 4 6 8 10 9 20 33 16 11 -6 -9 15 -15 -10 17 19 -19 -1 21 46 28 -23 32 -26 27 41 29 35 31 37 -18 34 -2 39 45 40 -39 -5 -4 42 -24 44 47 -29 -8 -30 -43 51 55 54 -53 -37 -28 -51
right_child=1 -3 30 22 5 -7 7 12 13 -11 -12 -13 -14 14 -16 -17 24 18 -20 -21 -22 23 26 -25 25 -27 49 36 43 -31 -32 -33 -34 -35 -36 53 -38 38 -40 -41 -42 48 -44 -45 -46 -47 -48 -49 -50 50 -52 52 -54 -55 -56 -57
leaf_value=0.75889730183158333 0.32011217187394153 3.1813082591465545 -0.17848187979093322 0.028174301992301514 0.65474738581822467 3.6275488505674445 -0.031342727144559226 0.91213532901945571 0.30500791714449599 1.3783313859303792 0.03721356037684849 2.5690872937440874 2.9204951295398529 2.562097182273865 0.697433456103007 0.88470029857465093 0.021979523294298624 4.7156661379337308 0.44117232389379257 0.088683255973101394 1.6300919912690703 0.4641588658275026 -0.0070468132218664114 1.7516312828063967 1.7299482145309448 0.057394139549948958 0.041238373146616214 0.56397555566301538 -0.020195766903642044 1.7499128124930641 -0.79800738299334495 1.0398610035181046 0.9235873204231263 0.91729552110036217 -0.2254069063692917 0.73009320699251623 1.0598488161048374 0.51343920466003068 -0.26836425610951015 -0.019687825137081536 0.081575155453040046 0.86496400800244555 0.12500691679457704 -0.63293076416541794 0.47595235443115236 -0.045102016721452989 -0.68928053998947147 -0.040543567166598231 0.24141828698080939 -0.073086805845699168 -0.38072105216979979 0.52763298489830712 -0.0044049534430870641 0.33648778853877903 -0.035433497769241727 -0.26723737788611446
leaf_weight=117 182 35 247 9616 52 23 96 21 304 30 35 32 21 24 30 309 4306 20 202 1944 23 165 921 20 20 22 248 51 27111 22 27 30 25 27 162 26 37 109 28 13362 705 29 2211 29 35 35 20 38411 37 685 40 22 26 31 798 29
leaf_count=117 182 35 247 9616 52 23 96 21 304 30 35 32 21 24 30 309 4306 20 202 1944 23 165 921 20 20 22 248 51 27111 22 27 30 25 27 162 26 37 109 28 13362 705 29 2211 29 35 35 20 38411 37 685 40 22 26 31 798 29
internal_value=0 0.37688 0.334681 -0.00870975 0.594883 1.41545 0.121898 0.581425 0.488359 0.0969253 0.9879 1.38402 1.91632 0.680067 1.52617 0.616626 0.0911497 0.1976 0.826262 0.130843 0.408384 0.315031 -0.0185388 0.572404 0.0350434 0.853848 0.0564818 0.111527 -0.0229155 0.00328833 0.0610352 0.0823082 0.0271839 0.122077 0.0632107 0.00162161 0.539826 0.0559294 0.353655 0.000345558 0.0130844 0.0954022 0.0865517 -0.0321232 -0.0318623 0.316095 -0.13329 -0.0321335 0.5154 -0.0428098 -0.0956063 -0.0058853 0.239446 0.516027 -0.0171996 -0.0809725
internal_weight=0 2361 2326 100864 1180 142 7052 366 1038 6686 119 84 42 667 54 613 6656 2283 222 2061 324 301 93812 185 4373 42 5169 3321 88643 23057 1146 1119 4331 371 344 23035 123 1089 137 22978 952 3198 3132 65586 65557 86 116 65522 66 1848 754 1094 48 57 1046 714
internal_count=103225 2361 2326 100864 1180 142 7052 366 1038 6686 119 84 42 667 54 613 6656 2283 222 2061 324 301 93812 185 4373 42 5169 3321 88643 23057 1146 1119 4331 371 344 23035 123 1089 137 22978 952 3198 3132 65586 65557 86 116 65522 66 1848 754 1094 48 57 1046 714
cat_boundaries=0 6 12 13 17 18 22 23 29 35 36 41 42 48 54 55
cat_threshold=9469956 512 268501544 33554432 0 4096 1073774592 16384 4608 174227464 786464 32 901 1048576 0 66080 33554432 75 1073741824 0 0 131072 2340 43337352 2149581348 8454314 64 268444164 4352 537921280 2147614882 17302000 335614466 612369488 8456 1301 262656 16544 0 1081346 8388672 2189 15007748 847512084 278953990 8397828 1124081668 4096 86515748 268435776 69238849 1024 8388928 8192 161
is_linear=0
shrinkage=0.01


Tree=129
num_leaves=64
num_cat=15
split_feature=0 2 7 25 25 2 0 4 2 24 7 1 14 2 4 24 2 2 25 25 24 5 0 0 0 15 5 3 5 26 25 2 2 1 24 1 25 2 1 7 2 5 0 1 1 1 24 7 11 24 2 2 1 25 4 7 25 25 3 16 16 5 3
split_gain=3.36257e+06 2.5143e+06 1.71428e+06 1.63452e+06 1.26973e+06 1.15764e+06 896975 798308 828603 697797 652061 571690 484964 478609 415090 388443 949810 3.25888e+06 522606 355471 391954 436678 373081 1.02902e+06 355275 327095 302997 301787 278604 287233 277836 243287 229702 218453 214411 212706 209640 658425 186456 171328 149419 148195 141594 136086 132642 131985 125665 112509 107611 115283 102642 90000.5 88507.7 88032.8 68811.7 67867.9 64326.5 35955.7 33003 29706.3 33060.6 21471 11401.1
threshold=149.11750000000004 883.10000000000014 119.8135 0 1 383.96180000000004 594.30750000000012 208.21944900000003 414.53600000000012 2 27.303000000000001 174.76450000000003 678.01075000000003 8.0915000000000017 422.73350000000011 3 54.609000000000002 78.338250000000002 4 5 6 263.89280000000008 384.83520000000004 468.98000000000008 176.94686850000002 172.50050000000002 483.06600000000009 26.311000000000003 616.44275000000005 2022.5000000000002 7 284.91500000000008 261.97000000000008 108.75750000000001 8 25.173750000000002 9 1070.9310000000003 108.75750000000001 148.37805150000003 383.96180000000004 616.44275000000005 32.040442500000005 7.7340000000000009 511.45025000000004 9.3820000000000032 10 138.14056700000003 210.82500000000002 11 749.57248000000016 414.53600000000012 661.33164000000011 12 393.90000000000003 2.6275000000000004 13 14 603.67000000000019 35.554400000000008 77.21250000000002 897.08550000000014 205.81150000000002
decision_type=2 2 2 9 9 2 2 2 2 1 2 2 2 2 2 1 2 2 9 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 9 2 2 9 9 2 2 2 2 2
left_child=4 3 -3 5 7 9 10 12 25 33 -7 24 15 -13 -10 16 18 -18 -1 20 22 31 45 -24 -11 34 -23 36 38 -30 32 -22 48 35 54 -2 37 41 -17 40 53 46 51 -41 -35 -5 -6 -36 49 -29 52 -34 56 -21 -9 -50 -38 59 -59 62 -61 -43 -32
right_child=1 2 -4 19 27 6 -8 8 14 11 -12 13 -14 -15 -16 28 17 -19 -20 39 21 26 23 -25 -26 -27 -28 30 29 -31 57 -33 42 44 47 -37 50 -39 -40 43 -42 61 -44 -45 -46 -47 -48 -49 55 -51 -52 -53 -54 -55 -56 -57 -58 58 -60 60 -62 -63 -64
leaf_value=0.75190589559359811 0.2600281114420615 1.0160658451606488 4.7676741618201843 0.74704320965743654 0.027892851689770435 2.2740744972229003 3.4920735724449159 0.14340588229043144 0.9030139487130302 1.5045729740460716 -0.059012589661971385 2.5322694699423653 1.3645480308532714 1.025454415195393 2.8912902196248371 0.005780722287252819 4.6685093909502031 0.4367606019737697 0.087800962482345521 -0.1410185944331265 0.097771687613705457 1.5516769147600449 3.1633003298441573 0.41764493349270942 0.48527136776758278 1.4176894141887797 0.054024882750077684 -0.0073825969605203628 1.7126487169265747 0.056820181933316317 -0.029197579406835931 -0.98600565650246363 0.64195746115275798 -0.43759412566227701 0.38772278256230541 1.3732751217484473 -0.020020071264871948 1.7324138676036489 0.23064526507470767 0.19570616441614486 -0.82138984121027447 0.72279226963336651 1.1212966188974678 1.2195624215262277 0.44256468928378562 0.18630426439434986 -0.019491094048802202 0.98297941142320644 0.85631437762030249 0.12576237449156863 -0.62660145924009125 -0.044650991712297715 0.47119286455426895 0.083340257978443313 -0.38175397459665938 0.21395385942961043 -0.04015853842901617 -0.081522257186097208 -0.37691383981704712 0.52235666296698835 -0.0043609134967510519 0.33312293637183404 0.072457706308364872
leaf_weight=117 121 29 21 82 9616 25 25 56 21 42 23 35 30 53 21 3924 20 202 1944 219 354 35 21 39 184 29 22 925 20 22 940 22 42 67 154 20 27185 22 407 34 21 26 32 21 23 86 13362 40 29 2220 29 35 35 737 45 38 38337 695 40 22 26 31 125
leaf_count=117 121 29 21 82 9616 25 25 56 21 42 23 35 30 53 21 3924 20 202 1944 219 354 35 21 39 184 29 22 925 20 22 940 22 42 67 154 20 27185 22 407 34 21 26 32 21 23 86 13362 40 29 2220 29 35 35 737 45 38 38337 695 40 22 26 31 125
internal_value=0 0.373157 2.59174 0.325157 -0.00862174 0.76122 1.95612 0.120691 0.575611 0.615137 1.15614 0.911915 0.0959687 1.62476 1.89715 0.0902509 0.195661 0.817999 0.129576 0.160535 0.340408 0.154439 0.672257 1.37862 0.674699 0.4043 0.973636 -0.0183533 0.0346929 0.84531 0.0559193 0.0343592 0.110415 0.1651 0.304679 0.417935 -0.0226864 0.00325548 0.0269121 0.0431646 0.013012 0.00160543 0.56221 0.586633 -0.212665 0.459998 0.000342139 0.485434 0.0954268 0.0869785 -0.031802 0.329863 -0.0315437 0.0313409 -0.0824162 0.491991 -0.0318123 -0.0423814 -0.0962879 -0.00624225 0.237051 0.510867 -0.0172662
internal_weight=0 2361 50 2311 100864 618 73 7052 366 545 48 314 6686 88 42 6656 2283 222 2061 1693 661 433 228 60 226 324 57 93812 4373 42 5169 376 3321 231 295 141 88643 23057 4331 1032 977 23035 109 55 90 168 22978 194 3212 3145 65586 77 65557 956 101 67 65522 1848 735 1113 48 57 1065
internal_count=103225 2361 50 2311 100864 618 73 7052 366 545 48 314 6686 88 42 6656 2283 222 2061 1693 661 433 228 60 226 324 57 93812 4373 42 5169 376 3321 231 295 141 88643 23057 4331 1032 977 23035 109 55 90 168 22978 194 3212 3145 65586 77 65557 956 101 67 65522 1848 735 1113 48 57 1065
cat_boundaries=0 3 9 10 11 15 21 22 28 29 35 36 37 42 48 54
cat_threshold=32768 0 268435976 1073774592 16384 4608 174227464 786464 32 907 75 1073741824 0 0 131072 9437188 528 65568 33554432 8196 4096 90 43337352 2149581348 8454314 64 268444164 4352 420 537921280 2147614882 17302000 335614466 612369488 8456 1301 2189 35931264 160 8388610 1048578 8388608 15007748 847512084 278953990 8399876 1124081668 4096 86515748 268435776 69238848 16778240 8388928 8192
is_linear=0
shrinkage=0.01


Tree=130
num_leaves=57
num_cat=11
split_feature=0 2 16 25 4 25 3 0 3 2 25 2 9 7 8 26 2 7 16 12 2 2 26 20 4 0 15 8 4 10 0 0 25 25 4 25 14 14 25 25 5 9 0 25 9 8 3 3 3 0 25 25 0 26 0 0
split_gain=3.19903e+06 2.56022e+06 1.6376e+06 1.15062e+06 1.11735e+06 1.08236e+06 929888 897054 602585 574626 860004 1.30082e+06 444049 488030 434123 381503 456800 381012 365572 362215 312601 825521 303463 412002 879684 301312 297017 265869 566129 281923 250364 450013 236389 227201 224640 210440 194879 166697 165166 139673 131607 112610 103229 96170.6 92717.1 134647 88071.6 64646.5 55421.9 38721.9 37566.2 35972.6 34972.5 19850.4 15994 66.3414
threshold=131.25500000000002 440.02900000000005 81.991800000000026 0 4.5710000000000006 1 233.37814 507.82280000000009 272.24748000000005 101.31180000000002 2 749.57248000000016 384.29599999999999 276.983 1468.3681000000001 2022.5000000000002 261.97000000000008 235.71680000000001 925.3130000000001 890.55300000000011 36.122500000000009 55.44250000000001 2022.5000000000002 21.939000000000004 77.982250000000008 103.11795000000002 197.48460000000003 141.18560000000005 422.73350000000011 1098.7459000000001 438.42500000000007 507.82280000000009 3 4 208.21944900000003 5 257.16300000000007 36.721200000000003 6 7 80.277190500000017 25.120000000000001 1077.3535000000002 8 242.38250000000002 10.565000000000003 119.66617500000002 96.595000000000013 83.922500000000014 162.49250000000004 9 10 384.83520000000004 2022.5000000000002 367.42525000000006 153.06750000000002
decision_type=2 2 2 9 2 9 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 9 2 9 2 2 9 9 2 2 2 9 2 2 2 2 2 2 9 9 2 2 2 2
left_child=3 5 4 14 7 8 -6 -3 22 27 11 15 13 41 18 47 -17 -8 19 20 35 -22 30 26 -25 34 -24 29 33 38 32 -32 -2 37 36 -1 -12 -29 46 49 -36 -10 44 -40 45 -41 -5 -11 -27 53 -35 52 -51 -7 -53 -55
right_child=1 2 -4 9 6 39 17 -9 12 10 25 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 23 24 -26 48 -28 28 -30 -31 31 -33 -34 50 40 -37 -38 -39 43 42 -42 -43 -44 -45 -46 -47 -48 -49 -50 51 -52 54 -54 55 -56 -57
leaf_value=0.22763270159309185 0.11129185182185261 1.1057114606154592 3.6472786652247113 0.0020457922451768426 -0.86920382332157442 0.23913110411444374 2.2566094534737724 3.5447450683593753 1.2234813342462567 -0.093117176437054777 -0.00031140328827939696 2.8313089502774749 -0.10962937622070312 2.5672471372897809 1.5639596848260788 0.5401877365407256 2.0327862512148345 0.3734688570282676 1.4732496366500853 1.4299014509291876 1.1393588577766045 0.17414727325174542 0.035413348319480814 -0.029848607984082454 2.696287109375 1.15680453648934 1.0694638109207153 0.27515207077815851 1.8196162176132202 1.1111308180202137 2.1445370930891769 0.63688934663692154 0.63205713048632095 0.097063801927390947 0.22309279353722283 0.055519286966442503 0.97033052853175583 1.0294166362986845 -0.016052773582570019 0.040903197651074946 1.0581824511289597 0.42672981952627503 0.63578115487710019 -0.038945331226703857 0.61483074617385869 0.40841008334647377 0.14364902768664892 0.47019345036259402 0.48291613571021869 -0.085477533069523895 -0.062578757176782157 -0.18077714267958941 0.37777628660202028 -0.053345108389854429 -0.38050157359389014 -0.07850974695249037
leaf_weight=853 153 38 30 18348 37 43 21 25 68 83 1377 26 25 26 21 97 26 22 20 21 102 675 375 29 20 26 30 212 20 22 26 83 262 248 46 4169 21 34 35871 749 32 24 39 37674 35 115 450 27 23 88 334 117 20 20 61 22
leaf_count=853 153 38 30 18348 37 43 21 25 68 83 1377 26 25 26 21 97 26 22 20 21 102 675 375 29 20 26 30 212 20 22 26 83 262 248 46 4169 21 34 35871 749 32 24 39 37674 35 115 450 27 23 88 334 117 20 20 61 22
internal_value=0 0.347725 1.52311 -0.00733797 1.07748 0.264045 0.293057 2.07358 0.490318 -0.015732 0.162045 0.683387 1.10102 1.35751 0.128524 0.473035 0.855696 1.29314 0.123582 0.118944 0.114197 0.300855 0.406037 0.216793 1.08286 0.0685708 0.11201 -0.0191362 0.157123 -0.0207544 0.57 0.996512 0.457976 0.116966 0.0434094 0.085317 0.0142691 0.36458 -0.0210241 0.0660187 0.565694 1.01563 0.130715 -0.0277834 0.110259 0.089819 0.0054327 0.04515 0.84049 -0.0966916 0.00593812 -0.154993 0.000283922 0.0881002 -0.235966 -0.0665266
internal_weight=0 2603 173 100858 143 2430 80 63 1121 94997 1784 259 143 118 5861 233 123 43 5840 5820 5799 777 978 454 49 1525 405 93213 848 92365 524 109 415 828 1476 5022 1398 246 92343 1309 78 92 938 73545 899 864 18798 110 49 371 582 286 108 85 178 42
internal_count=103461 2603 173 100858 143 2430 80 63 1121 94997 1784 259 143 118 5861 233 123 43 5840 5820 5799 777 978 454 49 1525 405 93213 848 92365 524 109 415 828 1476 5022 1398 246 92343 1309 78 92 938 73545 899 864 18798 110 49 371 582 286 108 85 178 42
cat_boundaries=0 6 12 17 21 27 32 38 43 49 55 60
cat_threshold=1074823168 536903680 4098 167936266 786464 32 8437764 16 268436008 33554432 20 4096 0 160 520 0 8192 8388608 0 512 33554432 67125248 147968 32 0 8388608 256 1073741824 536870912 4096 134348802 32 335546240 16416 66524 70328352 872440854 8 100663936 2952921248 65602 67112962 524288 49086468 2458255364 25198624 277086208 3246391624 12544 2426368 268435472 0 0 8196 12288 640 2147483648 65538 0 524288
is_linear=0
shrinkage=0.01


Tree=131
num_leaves=52
num_cat=2
split_feature=0 2 17 1 14 3 2 0 4 4 5 2 1 3 6 13 4 9 0 3 9 3 5 11 0 2 2 6 9 26 24 1 18 6 5 0 2 2 1 0 2 6 1 1 12 10 4 24 19 4 3
split_gain=3.13587e+06 2.50915e+06 1.55438e+06 876147 966254 652447 623807 641062 603412 581930 489353 559209 439052 423415 651354 545836 408742 422299 379317 366012 351284 524658 333947 387220 251464 244425 1.35033e+06 250633 313986 223074 398502 588231 233282 206055 176252 175760 201360 185746 169617 163669 158730 197944 152191 330774 150590 138466 105321 105070 192694 84049.6 7395.12
threshold=131.25500000000002 440.02900000000005 123.80250000000002 96.32442850000001 455.5750000000001 272.24748000000005 658.86750000000018 538.27200000000016 4.5710000000000006 303.67750000000007 2.8222380000000005 233.37814 159.97720000000004 68.774000000000015 665.85000000000014 287.90852000000007 371.41875000000005 211.35480500000003 883.10000000000014 233.37814 384.29599999999999 9.2080380000000037 5.9694960000000004 23.455000000000002 297.71250000000003 54.609000000000002 55.44250000000001 200.23362600000004 1.6205000000000001 2022.5000000000002 0 210.63000000000002 254.61300000000003 665.85000000000014 483.06600000000009 59.173000000000009 87.323999999999998 749.57248000000016 117.18750000000001 7.7340000000000009 119.76025000000003 8.0827500000000025 26.032500000000002 285.35875000000004 77.902470000000008 1098.7459000000001 483.06600000000009 1 373.75800000000004 201.55000000000004 384.83520000000004
decision_type=2 2 2 2 2 2 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
left_child=3 5 6 13 9 16 7 12 -8 20 46 -12 -3 25 15 35 29 40 22 -10 33 -22 42 24 -24 45 -27 44 -29 30 31 -2 34 39 -31 37 -37 -15 -32 -5 41 -18 50 -44 -28 47 -11 49 -49 -1 -7
right_child=1 2 -4 4 -6 18 8 -9 19 10 11 -13 -14 14 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 26 27 28 -30 32 38 -33 -34 -35 -36 36 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 48 -50 -51 -52
leaf_value=-0.032348175956593055 0.36263411747255631 0.23057603759765627 4.1296035690307615 0.050169345021051796 2.3138277471633186 -0.055823733920142768 1.7323718364422138 3.2331461048126222 -1.0323942057291666 0.60519747467041018 0.76716705033653665 2.8005151355834235 1.9992599380016327 0.049492810143949822 1.8667497480483284 1.3766110683209969 0.76441840205192568 2.1623316726684569 2.1084393386840823 0.71405831972757983 1.8695408173969812 -0.14536687980095545 2.3136176038671423 0.32356562944558953 0.94881183297545824 1.7764604858730149 0.013384776897108186 0.97256322027214115 -0.23487340226317899 0.081718425675193856 0.17577543761816108 1.378247896194458 1.0778441080839738 1.0945286051432292 -0.70898840805579877 0.1665479804509005 0.84761759630839029 1.017264440536499 -0.27464516335320704 0.24444108431187431 1.241898620724678 -0.57030800553876915 1.6080900657176971 -0.063577395225393366 0.37323828411883997 0.60190262105729841 -0.31271969909667968 -0.0099509039871454267 0.76627205938100817 0.14636352732946287 -0.31537639265475065
leaf_weight=38022 465 25 20 1710 21 21 26 22 24 25 38 21 32 2366 21 33 25 20 20 24 28 24 27 39 27 46 2485 62 33 1010 444 65 23 21 29 157 60 20 103 581 20 20 20 29 122 36 25 54604 32 265 23
leaf_count=38022 465 25 20 1710 21 21 26 22 24 25 38 21 32 2366 21 33 25 20 20 24 28 24 27 39 27 46 2485 62 33 1010 444 65 23 21 29 157 60 20 103 581 20 20 20 29 122 36 25 54604 32 265 23
internal_value=0 0.344276 1.50788 -0.00726433 0.177834 0.261435 1.16517 1.78316 0.505427 0.159696 0.874084 1.4909 1.22352 -0.0119575 0.112563 0.0985882 0.211565 0.891634 0.799833 -0.159168 0.126757 0.939583 0.659122 1.08285 1.63121 -0.0154144 0.0775333 0.04861 0.553138 0.184541 0.285949 0.478168 0.0817 0.108475 0.0596486 0.0823858 0.354862 0.0576049 0.0893283 0.0994369 0.50065 0.171207 0.235399 0.618736 0.0302249 -0.018162 0.146239 -0.0184023 -0.00949454 -0.0311031 -0.191499
internal_weight=0 2603 173 100858 2494 2430 153 79 74 2473 109 59 57 98364 2657 2636 2224 85 206 48 2364 52 186 93 54 95707 2748 2702 95 2139 1077 530 1062 2312 1039 2603 217 2386 547 2291 65 45 93 49 2607 92959 50 92923 54636 38287 44
internal_count=103461 2603 173 100858 2494 2430 153 79 74 2473 109 59 57 98364 2657 2636 2224 85 206 48 2364 52 186 93 54 95707 2748 2702 95 2139 1077 530 1062 2312 1039 2603 217 2386 547 2291 65 45 93 49 2607 92959 50 92923 54636 38287 44
cat_boundaries=0 1 2
cat_threshold=94 2952
is_linear=0
shrinkage=0.01


Tree=132
num_leaves=51
num_cat=2
split_feature=0 2 16 4 3 0 1 14 3 4 5 2 3 6 13 4 9 7 0 9 3 5 11 7 2 2 6 9 26 24 1 18 7 6 5 0 2 2 0 2 6 1 1 12 10 4 24 0 4 3
split_gain=3.07347e+06 2.45921e+06 1.58383e+06 1.08361e+06 900461 871284 858712 947026 639464 570350 479614 548081 414989 638392 534974 400608 413895 372823 371769 344294 514217 327302 379514 311560 239561 1.32345e+06 245645 307738 218635 390572 576525 228640 209158 201954 172745 172263 197353 182050 160412 155571 194005 149162 324192 147593 135711 103226 102979 83450 82377 7247.96
threshold=131.25500000000002 440.02900000000005 81.991800000000026 4.5710000000000006 233.37814 507.82280000000009 96.32442850000001 455.5750000000001 272.24748000000005 303.67750000000007 2.8222380000000005 233.37814 68.774000000000015 665.85000000000014 287.90852000000007 371.41875000000005 211.35480500000003 235.71680000000001 883.10000000000014 384.29599999999999 9.2080380000000037 5.9694960000000004 23.455000000000002 1.0980000000000003 54.609000000000002 55.44250000000001 200.23362600000004 1.6205000000000001 2022.5000000000002 0 210.63000000000002 254.61300000000003 134.23250000000004 665.85000000000014 483.06600000000009 59.173000000000009 87.323999999999998 749.57248000000016 7.7340000000000009 119.76025000000003 8.0827500000000025 26.032500000000002 285.35875000000004 77.902470000000008 1098.7459000000001 483.06600000000009 1 11.157000000000002 201.55000000000004 384.83520000000004
decision_type=2 2 2 2 2 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
left_child=6 8 3 5 -5 -3 12 9 15 19 45 -12 24 14 35 28 39 -6 21 33 -21 41 23 -23 44 -26 43 -28 29 30 -2 34 -31 38 -30 37 -37 -14 -8 40 -17 49 -43 -27 46 -11 48 -48 -1 -10
right_child=1 2 -4 4 17 -7 7 -9 18 10 11 -13 13 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 25 26 27 -29 31 32 -32 -33 -34 -35 -36 36 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 47 -49 -50 -51
leaf_value=-0.032024694407154192 0.35900777660262201 1.0816255263278358 3.581804932912191 -0.86166310581001071 2.2192503138950892 3.4853709548950196 0.049667651729091829 2.2906893793741863 -0.05526548385620117 0.5991455017089844 0.75949538243444337 2.7725099229812624 0.048997880806571796 1.8480822844732376 1.3628449353304777 0.75677424128055581 2.140708333969116 0.35645729801871562 2.087354934692383 1.8508454500990255 -0.14391324579715728 0.62453043532371522 0.32032997302519967 2.1974744333940395 1.7586959007511969 0.013250930076727355 0.9628375789958743 -0.23252467495022397 0.08090124337684991 0.030799602198743538 1.3644654265550467 1.067065663545028 0.7353844269462253 1.0835833195277622 -0.70189851695093608 0.1648825032733808 0.83914142292986316 1.0070918102264406 0.24199667495949492 1.2294796553850174 -0.56460494571924214 1.5920091478824616 -0.062941622775176481 0.36950592150453659 0.59588357448577878 -0.3095925064086914 -0.01295526282607553 0.033575693111989019 0.14489988886972643 -0.31222263222155361
leaf_weight=38022 465 38 30 37 21 25 1710 21 21 25 38 21 2366 21 33 25 20 22 20 28 24 20 39 34 46 2485 62 33 1010 501 65 23 46 21 29 157 60 20 581 20 20 20 29 122 36 25 50463 4173 265 23
leaf_count=38022 465 38 30 37 21 25 1710 21 21 25 38 21 2366 21 33 25 20 22 20 28 24 20 39 34 46 2485 62 33 1010 501 65 23 46 21 29 157 60 20 581 20 20 20 29 122 36 25 50463 4173 265 23
internal_value=0 0.340833 1.4928 1.05455 0.28206 2.03549 -0.00719168 0.176056 0.25882 0.158099 0.865343 1.47599 -0.0118379 0.111438 0.0976023 0.20945 0.882718 1.26619 0.791834 0.125489 0.930188 0.652531 1.07202 1.6149 -0.0152602 0.076758 0.0481239 0.547606 0.182695 0.283089 0.473387 0.080883 0.088435 0.107391 0.0590522 0.081562 0.351314 0.0570288 0.0984425 0.495644 0.169495 0.233045 0.612548 0.0299226 -0.0179804 0.144776 -0.0182183 -0.00939959 -0.0307921 -0.189584
internal_weight=0 2603 173 143 80 63 100858 2494 2430 2473 109 59 98364 2657 2636 2224 85 43 206 2364 52 186 93 54 95707 2748 2702 95 2139 1077 530 1062 547 2312 1039 2603 217 2386 2291 65 45 93 49 2607 92959 50 92923 54636 38287 44
internal_count=103461 2603 173 143 80 63 100858 2494 2430 2473 109 59 98364 2657 2636 2224 85 43 206 2364 52 186 93 54 95707 2748 2702 95 2139 1077 530 1062 547 2312 1039 2603 217 2386 2291 65 45 93 49 2607 92959 50 92923 54636 38287 44
cat_boundaries=0 1 2
cat_threshold=94 2952
is_linear=0
shrinkage=0.01


Tree=133
num_leaves=64
num_cat=15
split_feature=0 2 17 25 25 12 1 2 0 3 2 25 2 6 24 2 2 2 12 3 25 12 24 26 3 14 24 4 8 0 0 12 2 4 8 4 10 26 3 2 25 24 4 1 6 14 3 25 6 25 5 3 12 26 4 25 26 4 25 24 1 24 1
split_gain=3.0123e+06 2.41028e+06 1.5068e+06 1.11326e+06 1.04584e+06 619320 879828 752108 712848 569779 546034 838518 1.26708e+06 908711 431641 723655 1.20335e+06 2.78848e+06 651146 603353 479474 525324 502107 437376 362401 323000 314506 426408 425420 336411 290938 265266 259513 462005 257807 550190 270555 255891 229889 332655 221873 257520 214136 210472 277798 187920 180122 160479 155427 130438 125250 123807 137937 103365 178996 118335 101561 95077.7 93606.4 88020.7 55474.3 50031.8 43882.3
threshold=131.25500000000002 440.02900000000005 123.80250000000002 0 1 375.28000000000003 511.45025000000004 658.86750000000018 335.27750000000009 272.24748000000005 101.31180000000002 2 749.57248000000016 228.79300000000003 3 23.046000000000003 55.44250000000001 50.853000000000009 197.75160000000002 57.923500000000011 4 483.25025000000005 5 2022.5000000000002 543.52500000000009 678.01075000000003 6 371.41875000000005 8.491200000000001 297.71250000000003 103.11795000000002 77.902470000000008 29.783499999999997 156.17100000000002 141.18560000000005 422.73350000000011 1098.7459000000001 2022.5000000000002 543.52500000000009 180.86900000000003 7 8 208.21944900000003 198.54500000000004 126.081 257.16300000000007 670.0675 9 328.43000000000001 10 80.277190500000017 108.75750000000001 152.94900000000004 2022.5000000000002 326.59750000000003 11 2022.5000000000002 5.0070000000000006 12 13 28.172500000000003 14 383.83325000000008
decision_type=2 2 2 9 9 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 9 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 9 2 2 2 2 2 9 2 2 9 1 2 1 2
left_child=3 4 5 14 9 6 7 8 -3 26 34 12 13 31 25 20 17 19 23 -17 22 24 57 -18 -22 46 43 28 -28 -29 42 -12 33 -11 36 40 47 -9 39 -34 41 -36 45 44 -2 -13 53 59 49 61 -44 52 -51 55 -55 -1 -53 -16 -49 -5 -32 -6 -45
right_child=1 2 -4 10 48 -7 -8 37 -10 32 11 30 -14 -15 15 16 18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31 60 -33 38 -35 35 -37 -38 -39 -40 -41 -42 -43 50 62 -46 -47 -48 58 -50 51 -52 56 -54 54 -56 -57 -58 -59 -60 -61 -62 -63 -64
leaf_value=0.0003929798995091686 0.023094100481585455 0.46241368452707926 4.0591547183990482 0.036185694258090921 0.071660375133366649 -0.45465126673380535 2.8678609371185302 0.68007918871366058 2.774633306980133 0.77469841829935704 0.15117501541035963 -0.0018521149558222805 2.7925063265286956 2.4492535784131007 0.75071155934995604 0.10199003343312246 0.69715446170316919 4.7954705043066115 1.9662126303802836 2.1404121545553205 0.05871615682700556 1.6230132859403437 0.043710333630120085 -0.088160199684462523 1.319988254464191 1.156716432952881 0.57624849002303802 0.580931300683455 -0.0054127758886755965 2.3297257980433379 0.4189896893501282 1.3352594693501791 0.21685586089889211 2.6153612071990966 0.71766572225325065 1.7937940893173216 1.08854069146243 -0.80407927831013992 0.04265847467607068 1.7641457618366587 0.0055758732626202036 0.05936519358158112 0.2166188161658204 -0.25889174129651943 1.0112600070408413 0.95130227906363352 -0.65127773332595829 -0.015642206355793522 -0.56808866802014801 0.086464963929614863 1.0312898975610734 1.0331631862658721 0.85574329853057862 -0.063183477309303002 0.57948933601379393 0.2006412667398963 0.27469505878199235 0.053154066176641555 -0.038227256647448041 -0.0097326379252196584 1.1035788055946087 -0.16915549599870722 -0.89115437553042454
leaf_weight=658 152 24 20 6242 132 21 31 26 30 30 191 1377 26 21 281 53 109 21 22 20 2392 22 221 203 23 25 539 22 164 22 20 21 24 25 106 20 22 21 31 33 582 140 46 23 35 21 40 35871 38 809 32 26 24 1173 45 532 55 21 37674 12556 29 225 21
leaf_count=658 152 24 20 6242 132 21 31 26 30 30 191 1377 26 21 281 53 109 21 22 20 2392 22 221 203 23 25 539 22 164 22 20 21 24 25 106 20 22 21 31 33 582 140 46 23 35 21 40 35871 38 809 32 26 24 1173 45 532 55 21 37674 12556 29 225 21
internal_value=0 0.337425 1.47788 -0.00711977 0.256232 1.14045 1.39422 0.941914 1.74698 0.478646 -0.0153765 0.157921 0.672693 0.465018 0.126518 0.199808 0.58474 1.58424 0.303443 0.660462 0.144824 0.0843952 0.416817 0.186197 0.0707283 0.0257107 0.396708 0.493718 0.440555 1.45533 0.0656523 0.268466 1.07251 1.61136 -0.0186948 0.154871 -0.0202883 0.0169446 0.735725 1.11266 0.115284 0.359977 0.0409165 0.0590691 0.208045 0.0124657 0.0142654 -0.0205525 0.0616341 0.0809463 0.550843 0.143353 0.108629 0.025321 -0.0394394 0.0916051 0.518154 0.679699 -0.0272152 0.00552598 0.824155 -0.0805879 -0.560653
internal_weight=0 2603 173 100858 2430 153 132 101 54 1121 94997 1784 259 233 5861 3388 428 94 334 73 2960 2437 523 312 2415 2473 978 747 703 44 1525 212 143 55 93213 848 92365 47 88 57 828 246 1476 231 187 1398 2448 92343 1309 1271 78 914 833 2408 1218 1190 81 302 73545 18798 49 357 44
internal_count=103461 2603 173 100858 2430 153 132 101 54 1121 94997 1784 259 233 5861 3388 428 94 334 73 2960 2437 523 312 2415 2473 978 747 703 44 1525 212 143 55 93213 848 92365 47 88 57 828 246 1476 231 187 1398 2448 92343 1309 1271 78 914 833 2408 1218 1190 81 302 73545 18798 49 357 44
cat_boundaries=0 6 12 17 18 23 24 25 31 32 38 43 48 54 55 56
cat_threshold=1074823168 536903680 4098 167936266 786464 32 8437764 16 268436008 33554432 20 4096 0 160 520 0 8192 2976 1073741824 536870912 4096 131330 32 75 897 67125248 147968 32 0 8388608 256 1570 335546240 16416 66524 70328352 872440854 8 100663936 2416050336 65602 67112962 524288 1081344 0 0 131072 786464 49086468 2458255364 25198624 277086208 3246391624 12544 1121 650
is_linear=0
shrinkage=0.01


Tree=134
num_leaves=37
num_cat=10
split_feature=25 11 10 3 14 25 18 15 24 5 5 3 25 11 7 13 10 26 7 9 24 3 5 25 24 12 8 8 18 3 3 24 24 25 5 3
split_gain=2.60015e+06 1.15703e+06 1.1677e+06 1.03876e+06 974806 668187 727967 651607 625157 808641 617830 593066 592647 455474 385793 890225 372929 332607 390434 393915 308226 482588 328639 219826 275770 218821 218542 214933 203086 178057 177809 156160 145563 401867 81847.3 51248.8
threshold=0 1092.2834 0.45700000000000007 233.37814 678.01075000000003 1 46.88150000000001 129.93500000000003 2 552.55750000000012 392.81250000000006 764.58775000000003 3 522.5150000000001 421.77600000000007 149.16120000000004 1098.7459000000001 2022.5000000000002 276.983 86.815500000000014 4 190.99500000000003 2.1184365000000005 5 6 1078.0535000000002 352.04000000000008 172.50050000000002 254.61300000000003 764.58775000000003 514.39811750000013 7 8 9 55.066950000000013 472.9221300000001
decision_type=9 2 2 2 2 9 2 2 1 2 2 2 9 2 2 2 2 2 2 2 1 2 2 9 1 2 2 2 2 2 2 1 1 9 2 2
left_child=4 3 -3 12 8 6 7 11 9 17 23 -5 14 28 32 27 25 20 30 -20 22 -22 -1 24 -7 26 -14 -16 29 31 -19 -10 33 -2 -34 -25
right_child=1 2 -4 5 -6 10 -8 -9 13 -11 -12 -13 16 -15 15 -17 -18 18 19 -21 21 -23 -24 35 -26 -27 -28 -29 -30 -31 -32 -33 34 -35 -36 -37
leaf_value=0.96057729205835174 0.44524485813115688 0.15605142326354982 3.3978602600097658 0.50196256116765448 2.3300531923770906 -0.090382173767089832 -1.0196586384980575 2.4437577007127844 -0.046477420030505527 1.9463401624891492 1.6240449333190918 1.7632862541350451 -0.020317562276131906 1.5066352632641793 0.035584231125681022 2.4779184468587241 1.2828343283046377 0.20670231986217186 0.3778797343469435 2.1779536752700808 0.15577108416691363 1.2605761575698853 -0.057249346839057073 -0.034732790811050344 0.57592362302933298 1.0265762605667115 0.29815546301883405 1.1324952732432971 -0.61403992163168419 1.0739243278503419 -0.69307301490203188 0.20233070734336953 0.0093830462653509954 0.068416872403259069 0.13016048866983751 -0.29951714852742389
leaf_weight=267 293 25 20 244 24 115 23 23 374 36 26 44 87984 24 95 21 22 487 31 20 249 47 36 207 127 20 216 22 37 20 23 767 6192 4570 617 113
leaf_count=267 293 25 20 244 24 115 23 23 374 36 26 44 87984 24 95 21 22 487 31 20 249 47 36 207 127 20 216 22 37 20 23 767 6192 4570 617 113
internal_value=0 -0.00627539 1.59686 -0.00699046 0.323293 0.327127 0.676796 0.824019 0.304712 0.466428 0.11504 0.694665 -0.0100694 0.141463 0.0564297 0.582114 -0.0189737 0.424521 0.249548 1.08379 0.588393 0.320373 0.812822 0.0472752 0.268269 -0.0193005 -0.0195376 0.241841 0.115294 0.138538 0.166124 0.122142 0.0502628 0.0919882 0.0202975 -0.124349
internal_weight=0 101019 45 100974 2442 922 334 311 2418 1196 588 288 100052 1222 11810 138 88242 1160 561 51 599 296 303 562 242 88220 88200 117 1198 1161 510 1141 11672 4863 6809 320
internal_count=103461 101019 45 100974 2442 922 334 311 2418 1196 588 288 100052 1222 11810 138 88242 1160 561 51 599 296 303 562 242 88220 88200 117 1198 1161 510 1141 11672 4863 6809 320
cat_boundaries=0 5 10 11 17 18 24 25 26 27 31
cat_threshold=32768 0 4096 131072 32 68158464 544 66080 0 4 1148 1074791168 536920064 42 170959146 67641344 32 76 16384 16384 0 35684352 8256 4352 3226 384 1051 1073741824 536870912 0 34
is_linear=0
shrinkage=0.01


Tree=135
num_leaves=64
num_cat=13
split_feature=25 2 4 1 6 8 4 5 4 24 3 5 6 4 4 9 3 14 1 9 25 7 24 24 1 3 25 3 2 10 26 7 8 11 4 2 8 2 4 9 24 25 7 4 6 5 2 1 25 13 8 19 15 7 25 25 10 4 2 25 18 26 25
split_gain=2.67902e+06 2.25199e+06 2.3657e+06 1.06991e+06 946609 862087 1.0538e+06 827560 822408 816355 594595 696214 553315 943978 494542 469029 456378 450436 403123 645921 340898 298251 290544 259215 492987 259081 244915 198808 179403 178619 171058 170707 200506 157047 144724 403445 277349 137738 137399 127418 121360 268598 127389 108789 101602 100606 86922.2 68885.3 107724 97988.7 64089.1 56307.1 55836.6 54644.4 52992.4 52953.9 50597.8 50227.2 46453.7 68793.7 46199.1 43153.8 36984
threshold=0 364.96250000000003 891.77550000000008 335.00670000000008 877.0150000000001 617.48075000000006 257.54600000000011 302.32450000000006 4.402000000000001 1 365.67550000000006 263.89280000000008 13.506000000000002 106.765 55.637200000000007 340.35000000000008 73.777500000000018 67.00800000000001 252.70150000000004 384.29599999999999 2 130.63025000000002 3 4 83.590500000000006 472.9221300000001 5 384.83520000000004 1070.9310000000003 901.21050000000014 2022.5000000000002 60.545700000000004 15.898500000000002 261.58250000000004 147.65000000000003 28.874500000000001 61.920000000000009 883.10000000000014 27.535980000000006 63.666650000000011 6 7 394.58800000000002 223.58100000000002 214.91000000000003 198.78000000000003 658.86750000000018 61.114000000000011 8 73.403500000000022 76.410000000000011 3.1330000000000005 49.726500000000009 23.075750000000003 9 10 1.2725000000000002 123.21700000000001 22.777000000000005 11 8.6270000000000007 2022.5000000000002 12
decision_type=9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 1 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 9 2 2 2 2 2 9 9 2 2 2 9 2 2 9
left_child=1 4 3 9 5 10 21 14 -6 12 18 25 37 -14 -5 -9 26 -13 22 -20 23 -7 -1 24 44 -12 28 39 29 40 46 54 38 45 47 52 43 -3 -33 -26 41 -2 -42 -37 55 53 -11 58 49 -49 -32 -34 -36 60 56 -18 -25 -56 62 -60 -22 -55 -28
right_child=16 2 -4 7 8 6 -8 15 -10 30 11 17 13 -15 -16 -17 20 -19 19 -21 33 -23 -24 31 27 -27 34 -29 -30 -31 50 32 51 -35 35 36 -38 -39 -40 -41 42 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 -53 -54 61 57 -57 -58 -59 59 -61 -62 -63 -64
leaf_value=0.14554572777101432 0.41617446109076234 0.7665119185557171 3.9542282279332479 3.5592426268950756 0.45691201508045198 0.097621760818193556 3.0436157246306541 -0.12844246101379395 3.0037243189130511 0.50951083253069618 0.93599857891307159 2.4315738817850749 0.32495023999895367 3.2008925994873043 1.5956999930020035 1.8485696015357971 0.40140513239428399 0.49414488029479986 0.30339778349340124 1.9069015373344775 -0.065967680294804168 1.4412917276223502 0.023470116226943647 0.32164915652757281 0.97211932750395791 0.10023311813088025 -0.015873556294422778 1.8703317985534669 0.80989701202937536 0.88982892326686702 -0.23319907133395856 0.38826762221076272 -0.039833370006420246 0.88071090650558481 -0.048299182130278444 0.10804581901617349 1.7586425838016329 -0.20147169612702867 1.3317456072774427 0.14253194451332094 -0.012922010413997825 0.027377819299505352 0.40877483407656351 0.91247599692180248 0.86513130569458019 0.54930987834930423 -0.29461363220214842 0.10357208335941488 -0.043322275050368092 0.62628010774913589 -0.80199312128126621 0.56086733543872835 0.49875507909059524 0.44942550759566458 -0.017637121916477438 0.13046932653501267 -0.081170309782028202 -0.4070519436372293 0.050303109389628745 -0.049743902760811684 0.27662670426252411 0.047540846771664091 -0.035160761633214431
leaf_weight=3910 171 49 24 23 32 53 21 30 21 41 51 30 21 25 29 20 102 20 361 27 985 24 3907 89 81 136 12464 20 28 23 52 33 71 20 278 40 21 21 29 24 14166 10185 72 29 25 31 20 638 728 38 32 20 20 38 316 318 48 37 1695 1142 41 90 50279
leaf_count=3910 171 49 24 23 32 53 21 30 21 41 51 30 21 25 29 20 102 20 361 27 985 24 3907 89 81 136 12464 20 28 23 52 33 71 20 278 40 21 21 29 24 14166 10185 72 29 25 31 20 638 728 38 32 20 20 38 316 318 48 37 1695 1142 41 90 50279
internal_value=0 0.167142 0.913539 0.712501 0.133721 0.125452 1.05797 1.58094 1.46603 0.373111 0.114627 0.608429 0.953765 1.88796 2.46419 0.662362 -0.0135145 1.6566 0.100364 0.414982 0.122097 0.516428 0.0847476 0.239467 0.394739 0.328169 -0.0170796 0.956553 0.0098952 0.00898928 -0.147048 0.0978851 0.390998 0.00194502 -0.0269445 0.165626 0.75239 0.476117 0.829572 0.782499 0.00816553 0.034193 -0.010782 0.44614 0.245797 -0.0128701 0.245863 -0.028064 0.0412434 0.131017 -0.449883 0.0921888 -0.0115841 -0.0279719 0.00835989 0.208932 0.168235 -0.0568437 -0.0295478 0.0100324 -0.0522773 0.16685 -0.0313375
internal_weight=0 8980 387 363 8593 8540 98 102 53 261 8442 237 116 46 52 50 94435 50 8205 388 2418 77 7817 1213 570 187 92017 125 24645 24617 145 643 153 1205 67372 388 90 70 62 105 24594 10356 14238 69 445 1185 61 66984 1404 676 84 91 298 1154 490 420 137 353 65580 2837 1026 128 62743
internal_count=103415 8980 387 363 8593 8540 98 102 53 261 8442 237 116 46 52 50 94435 50 8205 388 2418 77 7817 1213 570 187 92017 125 24645 24617 145 643 153 1205 67372 388 90 70 62 105 24594 10356 14238 69 445 1185 61 66984 1404 676 84 91 298 1154 490 420 137 353 65580 2837 1026 128 62743
cat_boundaries=0 6 7 13 14 15 21 22 26 32 38 43 49 54
cat_threshold=1074823168 16384 4608 171081984 262176 32 816 69223040 544 276889642 0 8260 4096 123 626 276825984 2684518528 234 71315978 880812032 9480 1047 0 536870912 0 2 103038988 16 268533760 16777216 4 4096 0 512 65536 0 4 4096 0 544 8 0 4 35979264 6292004 276922368 1024 69 4096 541327364 310641162 822083860 293932032 3238576320
is_linear=0
shrinkage=0.01


Tree=136
num_leaves=49
num_cat=11
split_feature=0 2 7 25 3 25 5 8 3 16 5 2 8 11 24 1 1 3 24 2 2 25 25 26 12 24 25 7 14 2 25 8 0 24 5 2 12 7 7 7 11 1 24 11 5 11 18 5
split_gain=2.67793e+06 2.35844e+06 2.55071e+06 1.35694e+06 918627 639647 600109 564823 515799 2.56813e+06 534679 493424 789554 456998 384531 448650 356603 323527 317290 584733 3.62585e+06 372213 300299 384449 307648 297359 258975 239038 239079 216573 187467 171740 168486 181532 293621 156419 217185 115163 113639 266367 102335 116650 101547 94266.1 74545.4 33183.8 35353.7 29155.1
threshold=131.25500000000002 883.10000000000014 228.79300000000003 0 384.83520000000004 1 678.89998000000014 1468.3681000000001 66.827500000000015 336.36115000000007 552.55750000000012 414.53600000000012 73.00800000000001 316.3517500000001 2 190.85750000000002 661.33164000000011 73.777500000000018 3 54.609000000000002 85.961250000000021 4 5 2022.5000000000002 671.11374000000012 6 7 206.95300000000003 13.129951000000004 1070.9310000000003 8 132.17200000000005 104.42500000000001 9 171.08800000000002 297.32750000000004 239.70000000000002 23.075750000000003 421.77600000000007 522.5150000000001 26.138750000000005 126.06400000000002 10 111.61553050000002 483.06600000000009 111.61553050000002 4.6660000000000013 28.005900000000004
decision_type=2 2 2 9 2 9 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 9 9 2 2 1 9 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=3 4 -3 7 5 11 16 8 18 10 25 14 -13 35 31 -16 27 29 19 21 -21 -1 23 -20 -24 -10 32 28 -6 30 38 -2 33 43 -35 36 -7 -34 42 -40 44 -42 -5 -19 -32 46 47 -28
right_child=1 2 -4 17 6 13 -8 -9 9 -11 -12 12 -14 -15 15 -17 -18 26 22 20 -22 -23 24 -25 -26 -27 45 -29 -30 -31 40 -33 37 34 -36 -37 -38 -39 39 -41 41 -43 -44 -45 -46 -47 -48 -49
leaf_value=0.50830805457286754 0.046031232844861665 0.773217742765272 5.2057506332397461 0.052394363378718951 0.57230241167713214 0.04291596145340891 2.5605121340070451 1.6479696210225425 0.61462499502726964 3.5710332570473358 1.4263729827468461 2.5377899572584361 0.11941297937322545 1.5283364241463797 0.39621266990780352 1.1072030552228291 1.9668033654349191 -0.088009980456005762 1.0949406424164772 4.7553261737823487 0.23440786653263554 0.081060748739058483 0.029205100008362274 0.039810276031494139 0.99767762299739959 0.10060567278291452 -0.05955794259831864 1.2313844087249355 -0.6207822618159381 0.78997511488018624 -0.030585434514891575 0.55347816622629764 0.32834277875721457 0.20316223587747786 0.93545046220391481 -0.57444221958518027 1.0456560238924895 1.2243445110321045 1.1104215735773886 -0.037839733321091223 0.033515912416398209 0.53341062545776363 -0.0057806957966253774 0.56520065249254314 0.36364063978195194 0.35694026781165078 0.27979967431889641 0.12310953067577614
leaf_weight=229 401 37 20 3600 71 1188 21 24 130 24 37 27 27 21 498 108 21 278 64 20 157 1486 5423 75 33 646 806 38 22 33 67002 80 32 761 59 40 22 26 31 58 1697 48 17765 24 48 23 36 98
leaf_count=229 401 37 20 3600 71 1188 21 24 130 24 37 27 27 21 498 108 21 278 64 20 157 1486 5423 75 33 646 806 38 22 33 67002 80 32 761 59 40 22 26 31 58 1697 48 17765 24 48 23 36 98
internal_value=0 0.316444 2.32849 -0.00607285 0.272078 0.221592 0.975968 0.115949 0.111671 0.347103 0.251932 0.392157 1.3286 0.0648759 0.349244 0.514435 0.757051 -0.0171048 0.0853514 0.196983 0.745246 0.141547 0.0471659 0.490349 0.0349986 0.195934 0.10433 0.563121 0.290067 -0.0199892 -0.0202853 0.127773 0.202719 0.177269 0.252769 0.0408087 0.0611476 0.729999 0.00552647 0.362116 -0.0283315 0.0472666 0.00404361 -0.0349422 -0.0303032 -0.0181465 -0.0275172 -0.0397555
internal_weight=0 2642 57 100773 2585 2412 173 8348 8324 837 813 1141 54 1271 1087 606 152 92425 7487 1892 177 1715 5595 139 5456 776 2143 131 93 90282 90249 481 1180 1122 820 1250 1210 58 21454 89 68795 1745 21365 302 67050 963 940 904
internal_count=103415 2642 57 100773 2585 2412 173 8348 8324 837 813 1141 54 1271 1087 606 152 92425 7487 1892 177 1715 5595 139 5456 776 2143 131 93 90282 90249 481 1180 1122 820 1250 1210 58 21454 89 68795 1745 21365 302 67050 963 940 904
cat_boundaries=0 6 12 13 14 19 24 25 31 37 38 39
cat_threshold=1074823168 536887296 4608 175276298 262176 32 11567108 528 268436008 0 68 256 2953 26 1073741824 536887296 0 0 32 0 0 0 131072 32 20 109069952 544 276889642 0 8196 12288 805308288 2147647490 426 335557120 880828544 9480 1164 1028
is_linear=0
shrinkage=0.01


Tree=137
num_leaves=35
num_cat=2
split_feature=2 16 3 6 1 3 7 24 2 1 1 16 4 1 9 9 7 2 2 1 4 1 3 2 2 26 4 3 14 11 1 10 24 26
split_gain=2.18381e+06 5.39978e+06 1.27241e+06 1.09705e+06 983273 854432 677231 649116 562548 524121 484743 468398 442535 441654 563234 422335 411478 406140 368150 360625 347810 320700 288118 249730 1.02165e+06 2.59541e+06 319656 228212 201986 283652 148205 137640 114085 5386.92
threshold=364.96250000000003 352.21000000000004 76.987500000000011 665.85000000000014 756.19086000000004 272.24748000000005 483.06600000000009 0 883.10000000000014 511.45025000000004 4.5710000000000006 437.65500000000003 1468.3681000000001 122.82375000000002 384.29599999999999 13.447500000000003 138.14056700000003 10.078500000000002 383.96180000000004 383.83325000000008 393.90000000000003 10.847970000000002 543.52500000000009 54.609000000000002 55.44250000000001 2022.5000000000002 195.82340000000002 80.03670000000001 356.84390000000002 316.3517500000001 242.38250000000002 1098.7459000000001 1 2022.5000000000002
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=2 5 12 4 11 7 9 8 10 15 33 16 13 23 28 22 27 -5 -9 -16 30 -18 -7 31 25 -25 -26 -4 29 -15 -20 32 -1 -2
right_child=1 -3 3 17 -6 6 -8 18 -10 -11 -12 -13 -14 14 19 -17 21 -19 20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=-0.027414421608694634 -0.31537750925336566 4.7800797376139412 0.56642062140446092 0.83251091480255124 1.7725392522309957 1.9344193223806527 -0.47046155293782554 1.1042735849577805 2.1938159377486617 2.4652541433274746 1.4174640054413765 1.3977280667622884 1.2271263569798962 0.089027935058242552 0.34080138217210765 -0.12873670806884766 0.15642366864063123 2.8478021545410157 -0.079385125183830632 2.0393300201416018 -1.1809350732656625 0.77820364306428857 0.52323066048000177 4.1703096828006565 0.034392860962770257 -0.48032433118138995 0.58690953834341208 0.084437962981151471 1.0071871795654297 1.2865299422740935 0.42666730681775322 0.64167211145162584 -0.0051071724966119678 -0.088873741967337466
leaf_weight=38928 21 29 102 20 38 39 24 29 27 32 33 30 29 1801 25 25 162 20 313 25 26 170 23 21 2661 28 109 2663 25 20 71 32 55793 21
leaf_count=38928 21 29 102 20 38 39 24 29 27 32 33 30 29 1801 25 25 162 20 313 25 26 170 23 21 2661 28 109 2663 25 20 71 32 55793 21
internal_value=0 0.553665 -0.00168256 0.194435 0.173636 0.374475 1.06193 0.192764 0.870715 1.37098 0.510494 0.154205 -0.00799989 -0.00835999 0.142802 0.968486 0.14216 1.84016 0.0150678 1.19007 -0.061606 0.474805 1.41091 -0.0112973 0.0814544 1.5128 0.0561345 0.102218 0.114436 0.10218 0.0141819 -0.0140568 -0.0142783 -0.202126
internal_weight=0 713 102702 3205 3165 684 143 541 102 119 75 3127 99497 99468 1896 87 3097 40 439 50 410 332 62 97572 2819 49 2770 2765 1846 1821 384 94753 94721 42
internal_count=103415 713 102702 3205 3165 684 143 541 102 119 75 3127 99497 99468 1896 87 3097 40 439 50 410 332 62 97572 2819 49 2770 2765 1846 1821 384 94753 94721 42
cat_boundaries=0 1 2
cat_threshold=1537 2952
is_linear=0
shrinkage=0.01


Tree=138
num_leaves=60
num_cat=11
split_feature=0 2 7 25 3 25 4 8 12 25 2 24 2 8 14 6 1 24 3 12 6 11 6 25 6 3 6 11 0 25 2 18 2 10 3 4 24 3 13 25 7 2 2 12 3 25 13 8 0 6 3 8 25 3 4 3 4 6 3
split_gain=2.59695e+06 2.28683e+06 2.49329e+06 1.32084e+06 886105 629489 577972 1.141e+06 750900 484769 577190 392986 599528 603049 382323 658736 364609 355846 521834 416440 405505 352684 576716 343335 342672 309473 290557 256598 253663 233708 227691 206855 200943 200625 174910 163526 249267 162483 202313 158818 202980 136769 131301 203174 122252 119562 122947 113752 108045 92160.2 61753.9 50336.6 38026.7 42774.9 21949.8 17757.2 14093.1 7858.49 6976.57
threshold=131.25500000000002 883.10000000000014 228.79300000000003 0 384.83520000000004 1 257.54600000000011 551.49600000000009 239.70000000000002 2 383.96180000000004 3 414.53600000000012 95.715060000000008 93.385000000000005 264.52500000000003 542.71780000000012 4 670.0675 564.6037500000001 53.105500000000006 53.38750000000001 152.16750000000005 5 1054.5000000000002 26.311000000000003 393.73500000000007 233.68794 413.70875000000007 6 1070.9310000000003 36.965300000000006 198.78000000000003 901.21050000000014 603.67000000000019 88.76400000000001 7 143.79350000000002 44.815000000000005 8 421.77600000000007 60.002000000000002 440.02900000000005 239.70000000000002 42.010000000000005 9 287.90852000000007 551.49600000000009 97.805000000000021 49.277762500000001 39.693700000000007 455.79000000000002 10 198.78000000000003 14.893000000000002 123.21700000000001 76.50500000000001 87.303500000000014 365.67550000000006
decision_type=2 2 2 9 2 9 2 2 2 9 2 1 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=3 4 -3 6 5 11 17 8 9 10 -8 26 16 -14 15 28 -13 18 19 23 45 24 -23 -1 -22 30 31 42 41 35 33 -2 -16 39 -30 37 44 49 -39 40 -5 -6 43 -7 -37 51 -47 -41 -38 -27 -11 -19 53 56 -55 57 -31 -54 -57
right_child=1 2 -4 25 14 27 7 -9 -10 50 -12 12 13 -15 32 -17 -18 20 -20 -21 21 22 -24 -25 -26 29 -28 -29 34 52 -32 -33 -34 -35 -36 36 48 38 -40 47 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 -53 55 54 -56 58 -58 -59 -60
leaf_value=0.27554070991444729 0.063480185355458948 0.7552141429282524 5.1375699462890623 0.0034098337516704357 -0.22663218810008123 0.031173507191312618 0.38456729129921619 2.7765695842107134 2.0706563870112102 -0.083440488930586934 2.1632649975731262 0.37979245261130778 2.7425563057609224 0.36827848243713379 0.83310384064912801 2.3531990551948549 1.2762208501497905 -0.062404029851197342 1.4563883603003718 1.495642469862233 0.14703529620120803 2.4105602533817292 0.23249814356527021 0.078527262764274769 1.4868654756546023 0.02638500226445363 0.97641909182071684 1.0791414801279704 2.0059476013183595 -0.024210066312154135 0.82214528441429136 -0.70529389995904201 -0.5674628920782181 0.81007814834857816 0.78151941554886961 0.524734576594445 0.44956342711454567 0.18277753321871196 0.85460258233547215 -0.028745940871047645 0.57207530823964925 0.85840833232516334 -0.71347083713697346 1.0013928916237571 -0.18350361301187884 0.037155396285495197 0.62745128207736545 0.54980936387005974 1.1464615617513656 0.21451857414383158 -0.54330465588458754 -0.55507921218872069 -0.059982677375974736 0.10567392527402103 0.40673088304924243 -0.12476424477348438 0.15799049292670356 0.12452381908893585 -0.25405990219116215
leaf_weight=1346 210 37 20 17065 26 1141 139 21 24 91 21 829 23 20 20 37 48 1661 31 23 419 20 31 2627 20 2016 30 24 20 750 32 42 21 29 28 31 202 433 50 70256 63 21 23 22 114 1774 36 34 25 299 43 21 605 91 33 173 45 24 55
leaf_count=1346 210 37 20 17065 26 1141 139 21 24 91 21 829 23 20 20 37 48 1661 31 23 419 20 31 2627 20 2016 30 24 20 750 32 42 21 29 28 31 202 433 50 70256 63 21 23 22 114 1774 36 34 25 299 43 21 605 91 33 173 45 24 55
internal_value=0 0.311614 2.29288 -0.00598917 0.267927 0.218342 0.114399 0.518973 0.369887 0.231048 0.581667 0.379168 0.480162 1.63824 0.959245 1.22124 0.428856 0.0974171 0.163552 0.153931 0.0300491 0.299518 1.08664 0.146164 0.208075 -0.0168734 0.0445242 0.0549911 0.780375 0.0600806 -0.0212262 -0.0646488 0.11574 -0.0215349 1.2917 0.111329 0.308658 0.0854918 0.252325 -0.0218107 0.00549828 0.258173 0.03473 0.0495268 -0.030017 -0.00767693 0.0486274 -0.028462 0.504107 0.0506839 -0.214967 -0.06815 -0.031841 0.0129069 0.185794 -0.0794215 -0.0138968 -0.0529427 -0.155954
internal_weight=0 2642 57 100773 2585 2412 8348 339 318 294 160 1202 920 43 173 132 877 8009 4027 3996 3982 490 51 3973 439 92425 282 1210 95 4946 87479 252 41 87447 48 3170 372 2798 483 87418 17128 47 1186 1163 145 3492 1810 70290 227 2315 134 1682 1776 919 124 857 795 629 228
internal_count=103415 2642 57 100773 2585 2412 8348 339 318 294 160 1202 920 43 173 132 877 8009 4027 3996 3982 490 51 3973 439 92425 282 1210 95 4946 87479 252 41 87447 48 3170 372 2798 483 87418 17128 47 1186 1163 145 3492 1810 70290 227 2315 134 1682 1776 919 124 857 795 629 228
cat_boundaries=0 6 12 16 17 18 23 29 30 36 41 47
cat_threshold=1074823168 536887296 4608 175276298 262176 32 11567108 536871440 268436008 0 68 4352 32768 16384 0 33554432 2432 95 1073774592 536870912 0 164096 32 109397640 2149581344 276889642 64 268443652 12288 2700 805308288 2147647490 506 335557120 880828544 9224 1048576 536870912 512 164096 262144 18886660 268435540 67141696 0 8393472 256
is_linear=0
shrinkage=0.01


Tree=139
num_leaves=40
num_cat=4
split_feature=0 2 7 3 16 3 6 5 3 10 1 24 15 1 12 1 1 8 5 5 6 4 5 12 2 2 26 7 13 7 24 1 4 24 5 10 6 24 8
split_gain=2.54527e+06 2.24132e+06 2.44367e+06 933976 1.52396e+06 868472 677814 585169 568482 465830 385868 620897 533122 584998 392858 350989 343096 323397 302387 348443 289764 361639 269732 264029 256610 1.05394e+06 2.82411e+06 329039 252815 351023 168746 294980 181426 160216 136168 218341 116935 103671 15556.1
threshold=131.25500000000002 883.10000000000014 228.79300000000003 73.777500000000018 336.36115000000007 384.83520000000004 543.52500000000009 678.89998000000014 384.83520000000004 349.36250000000007 262.64538500000009 0 224.81300000000005 1.0790000000000004 43.225882500000004 174.76450000000003 661.33164000000011 1117.4100000000001 421.77600000000007 180.91300000000004 421.77600000000007 52.298000000000009 120.13000000000001 1078.0535000000002 54.609000000000002 55.44250000000001 2022.5000000000002 421.77600000000007 132.48625000000001 130.63025000000002 1 39.3980915 106.765 2 26.770100000000003 173.18724 24.747500000000002 3 1468.3681000000001
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 1 2 2 1 2 2 2 1 2
left_child=3 5 -3 17 6 10 9 16 -8 30 12 14 20 -14 36 22 28 23 19 -13 33 -22 -11 24 34 26 -26 -27 29 -7 31 -5 -32 -2 37 -36 -12 -1 -19
right_child=1 2 -4 4 -6 7 8 -9 -10 15 11 18 13 -15 -16 -17 -18 38 -20 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31 32 -33 -34 -35 35 -37 -38 -39 -40
leaf_value=-0.0069767112949598899 -0.016708642960522827 0.74766201173936997 5.0861944198608402 0.10209574032999041 2.1857836187208024 0.37101595395887399 2.4511506175994873 2.5143479964846658 0.32936971238681245 -0.04092604746137346 -0.036607949535051983 0.93976674522123038 0.069058300018310551 2.1919453663296169 -1.1764921900749206 2.0354196107387543 1.9200992002941315 0.6263928047180175 -0.070310459136962891 2.332697298413231 0.2416148847692153 1.9362659597396852 1.4148634433746339 0.83294945974607726 4.4166538357734684 0.042546599445570654 -0.50337494041238517 0.99113525648374823 -0.31892974888836895 1.6192558031913007 -0.027688659277805595 0.44592217770253778 0.29805131783532857 0.18162515313260524 0.02915928221339165 0.48886411815319419 0.76765516679862444 -0.028410215578510145 0.9828220836321514
leaf_weight=45886 568 37 20 1133 37 71 23 21 28 35 48 124 25 27 25 20 21 25 24 21 34 20 20 37 20 3126 28 37 27 33 1145 320 201 1467 4084 106 29 44438 24
leaf_count=45886 568 37 20 1133 37 71 23 21 28 35 48 124 25 27 25 20 21 25 24 21 34 20 20 37 20 3126 28 37 27 33 1145 320 201 1467 4084 106 29 44438 24
internal_value=0 0.308498 2.26995 -0.00592893 0.169014 0.265247 0.143503 0.949652 1.28625 0.123225 0.216159 0.571671 0.171159 1.17133 -0.0795311 0.900977 0.733477 -0.0112267 0.915253 1.1415 0.146263 0.869263 0.488452 -0.0116338 -0.0119536 0.0759612 1.54664 0.053643 0.543256 0.767092 0.102385 0.176603 0.0208 0.127078 -0.0149404 0.040789 0.266296 -0.0175256 0.80097
internal_weight=0 2642 57 100773 2962 2585 2925 173 51 2874 2412 271 2141 52 102 75 152 97811 169 145 2089 54 55 97762 97725 3211 48 3163 131 104 2799 1453 1346 2035 94514 4190 77 90324 49
internal_count=103415 2642 57 100773 2962 2585 2925 173 51 2874 2412 271 2141 52 102 75 152 97811 169 145 2089 54 55 97762 97725 3211 48 3163 131 104 2799 1453 1346 2035 94514 4190 77 90324 49
cat_boundaries=0 1 2 3 4
cat_threshold=2186 629 2193 1111
is_linear=0
shrinkage=0.01


Tree=140
num_leaves=59
num_cat=10
split_feature=25 0 17 0 0 9 3 5 0 3 26 14 1 1 1 9 14 3 6 10 25 0 5 13 25 5 25 25 8 25 8 5 5 25 16 6 26 1 0 0 11 10 3 0 25 3 26 25 5 6 1 0 0 8 1 3 3 25
split_gain=2.18986e+06 2.2204e+06 3.12963e+06 691956 675963 732025 655705 863985 1.30036e+06 533436 488753 446786 432880 693690 427125 653276 379929 320903 304418 302011 289242 281364 263096 693735 244527 270002 230289 224976 256367 221552 206706 184867 330223 177758 189998 163560 128149 124441 123876 238918 121224 113128 105621 101187 94934 94898.5 253027 105244 74919.3 73895.1 69552 56467 52706.1 45332.1 44008.2 41553.9 29341.9 18934.8
threshold=0 438.42500000000007 343.48750000000007 59.173000000000009 468.98000000000008 553.21400000000006 68.774000000000015 552.55750000000012 90.015000000000015 83.922500000000014 2022.5000000000002 455.5750000000001 542.71780000000012 884.13250000000005 85.820000000000022 384.29599999999999 93.385000000000005 76.987500000000011 165.29860000000002 1098.7459000000001 1 1077.3535000000002 60.717500000000008 403.35000000000008 2 171.08800000000002 3 4 1117.4100000000001 5 362.27300000000002 64.594250000000002 123.64200000000001 6 8.6270000000000007 264.52500000000003 2022.5000000000002 661.33164000000011 118.05050000000001 123.504 426.67500000000007 65.83250000000001 108.75750000000001 176.94686850000002 7 174.76450000000003 2022.5000000000002 8 139.92300000000003 243.82689999999999 147.52500000000003 28.772400000000001 212.52070000000001 4.1470000000000011 27.123500000000003 297.47500000000008 40.392500000000005 9
decision_type=9 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 9 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 9
left_child=1 6 4 19 -3 16 10 9 -9 17 24 18 26 -14 20 33 21 -8 -11 22 38 -6 27 29 25 35 -12 37 44 30 -24 49 -33 36 48 -1 42 51 41 -40 -28 57 -16 -41 -29 47 -47 56 -35 -26 -38 -2 -49 -31 -27 -48 -22 -5
right_child=3 2 -4 14 5 -7 7 8 -10 11 12 -13 13 -15 15 -17 -18 -19 -20 -21 45 -23 23 -25 31 54 40 28 -30 53 -32 32 -34 34 -36 -37 50 -39 39 43 -42 -43 -44 -45 -46 46 55 52 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59
leaf_value=0.31080836413644403 0.0095798240815766177 2.3044432235717771 4.7475139508928574 -0.053214496783912185 0.30890761283272544 2.2750789559405784 0.46627193858226146 2.8931019973754881 0.085798111539898497 0.092736087064313161 0.35834531855888857 1.5764735706647239 1.8854592507680259 -0.51886006546020513 0.58073945899543011 1.6930184526188032 -0.78745347907145813 2.0698109978895922 0.61525334715843205 0.91086285168784009 -0.15211751655543046 1.1521865660927513 0.14038854068269488 1.4448878594991323 0.0701130088793194 -0.10751309100124572 -0.04950782198444232 -0.13386161744026912 1.1042721548080445 -0.06782124014172751 1.1654112524986269 1.6032224761356009 0.21793627775168115 0.10884188959703726 0.81986548227568468 1.1283079847812654 0.036621115489439533 0.59452791523289039 1.4004731640361603 0.54024273485183716 0.34114615527594966 0.74433693519005406 1.29009669377886 0.19529452895423524 -0.026874564439566193 0.94272767812777791 0.10696716496438692 0.010736547372707014 -0.3765993248091804 0.66735539481753392 0.5309315442230742 0.10603556240684403 0.14902024978004202 0.1141279411926773 -0.63611242055892947 -0.46206405912126813 0.23973592185974121 0.10622496112219748
leaf_weight=1163 13730 25 21 102 141 23 24 33 33 599 146 24 30 20 76 35 24 26 137 35 429 55 1206 37 1534 36 2538 830 20 916 20 22 79 272 36 25 55 37 21 125 82 26 29 266 75567 39 33 1340 36 21 59 635 347 161 28 21 20 238
leaf_count=1163 13730 25 21 102 141 23 24 33 33 599 146 24 30 20 76 35 24 26 137 35 429 55 1206 37 1534 36 2538 830 20 916 20 22 79 272 36 25 55 37 21 125 82 26 29 266 75567 39 33 1340 36 21 59 635 347 161 28 21 20 238
internal_value=0 0.17178 1.02998 -0.012621 0.738676 0.577589 0.134462 0.38925 1.48945 0.299604 0.0954688 0.233782 0.00156661 0.923732 0.123317 0.367402 0.400124 1.30011 0.189998 -0.0178809 0.074776 0.545542 -0.0182298 0.086465 0.1864 0.291598 -0.015103 -0.0209273 -0.027758 0.0646405 0.155839 0.104475 0.519682 0.284992 0.128708 0.328012 0.501695 0.0153248 0.239372 0.36138 -0.0371395 0.10857 0.776657 0.305572 -0.0280579 0.0161797 0.328956 0.00263731 0.052102 0.0781787 0.292448 0.0138436 0.0389493 -0.0402481 -0.338775 -0.114323 -0.131729 0.0599523
internal_weight=0 6889 289 96799 268 243 6600 876 66 810 5724 760 2816 50 3605 598 220 50 736 93194 3007 196 93159 2340 2908 1252 2766 90819 76417 2303 1226 1656 101 563 344 1188 219 14402 778 412 2620 366 105 391 76397 2229 93 2136 308 1555 114 14365 1687 1077 64 54 449 340
internal_count=103688 6889 289 96799 268 243 6600 876 66 810 5724 760 2816 50 3605 598 220 50 736 93194 3007 196 93159 2340 2908 1252 2766 90819 76417 2303 1226 1656 101 563 344 1188 219 14402 778 412 2620 366 105 391 76397 2229 93 2136 308 1555 114 14365 1687 1077 64 54 449 340
cat_boundaries=0 6 11 15 20 25 31 37 43 48 51
cat_threshold=1073774592 536870914 4608 170000384 32 32 42991616 528 278986792 1056768 268435472 32768 536870914 0 2228224 1073741824 0 0 0 32 880804736 2151727232 524602 72425482 545808386 345736 544 276824288 1146944 8261 4352 1536 0 32 0 64 4096 0 0 0 33056 262144 1024 67125252 302137472 128 36866 8388865 8388608 16 276889600
is_linear=0
shrinkage=0.01


Tree=141
num_leaves=54
num_cat=7
split_feature=25 4 0 0 3 16 0 0 5 3 3 0 26 1 4 9 25 25 14 25 9 5 1 10 1 14 25 11 6 26 4 3 3 4 5 4 13 25 5 4 25 1 0 26 20 16 1 3 10 5 3 13 26
split_gain=2.14679e+06 2.2893e+06 2.19862e+06 975228 679288 1.18285e+06 661661 622187 586023 1.32543e+06 562538 511107 418946 723909 930263 403236 378473 330904 264563 250602 245165 236731 235497 225586 221267 187727 164029 149406 151291 119455 184106 527219 155025 139504 117762 110806 386063 102029 101485 83412.9 103560 109946 206361 80473.9 69720.1 69413.4 61988.6 66218.2 60842.7 59127.3 59100.6 43601.1 1665.52
threshold=0 891.77550000000008 413.70875000000007 438.42500000000007 68.774000000000015 336.36115000000007 468.98000000000008 59.173000000000009 552.55750000000012 242.38250000000002 83.922500000000014 1077.3535000000002 2022.5000000000002 383.83325000000008 29.375500000000002 384.29599999999999 1 2 1092.2134000000003 3 497.3561400000001 171.08800000000002 22.151894000000002 25.191000000000006 1070.9310000000003 97.84675 4 54.0745 18.405500000000004 2022.5000000000002 5.423635 111.55832500000001 33.39350000000001 6.179850000000001 421.77600000000007 201.55000000000004 162.35925000000003 5 64.594250000000002 521.79500000000019 6 122.82375000000002 109.23040000000002 2022.5000000000002 484.19925000000006 39.495000000000005 242.38250000000002 114.45750000000002 264.75500000000005 2.5532000000000004 119.66617500000002 45.826900000000009 2022.5000000000002
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 23 4 12 8 -5 18 10 -10 -6 15 17 26 -15 25 20 21 19 24 29 -1 -13 52 35 -8 -14 34 48 30 31 -9 37 -34 44 50 -37 -31 -19 40 46 51 -43 -36 -21 -30 47 -18 -29 -32 -2 -42 -3
right_child=7 2 -4 6 5 -7 11 16 9 -11 -12 22 13 14 -16 -17 39 38 -20 27 -22 -23 -24 -25 -26 -27 -28 28 45 32 49 -33 33 -35 43 36 -38 -39 -40 -41 41 42 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54
leaf_value=0.32664617200757579 0.0081616555261596144 0.52650308869101781 4.6100405248006187 2.2813987976074221 1.2854680923904693 2.3722600818502491 0.27162001044434664 0.35098621018956194 3.2848999970299855 0.031113250486312378 0.17838752629181437 1.8960591234479631 0.33386637110051098 1.7602147394297074 -0.75539987654913032 1.4902816065073015 -0.083185286242777198 0.061242609805684654 1.1045361055646625 -0.028242588265442351 1.1859936509308993 -0.31217661212702269 0.68864980634053552 1.7512136859893799 1.0419659814380464 -0.67121804275512698 -0.039475693098904321 0.021401852252488678 0.40164384541569986 -0.11255293224811555 -0.10823245293631846 1.871968855460485 0.0011403505249721248 0.50429520180005405 -0.07640847989491055 0.10946086974684031 1.5423829555511475 0.16989113209138804 0.39074100398054029 0.65843167259579616 0.031314679423685911 1.0065168391295842 0.097232209759197025 0.58854596651517432 0.49993755187988287 -0.16049805455207825 -0.51972757800932856 0.44267663192749029 0.57906565582752234 0.23175752188557777 0.11937114184684446 0.27772110404936895 0.40199751172746928
leaf_weight=1183 16637 22 21 25 49 29 136 452 21 31 725 35 113 49 21 25 568 1675 21 74186 27 61 30 20 21 25 2755 898 181 240 98 24 82 168 28 314 20 253 99 21 1303 35 87 52 25 25 31 25 20 107 492 76 21
leaf_count=1183 16637 22 21 25 49 29 136 452 21 31 725 35 113 49 21 25 568 1675 21 74186 27 61 30 20 21 25 2755 898 181 240 98 24 82 168 28 314 20 253 99 21 1303 35 87 52 25 25 31 25 20 107 492 76 21
internal_value=0 0.166459 1.80786 0.147239 0.123625 0.387207 0.729976 -0.0127599 0.317514 1.34514 0.248474 0.575452 0.0857869 0.000783661 1.00553 0.308693 0.116284 0.168537 -0.0177566 -0.0180103 0.240345 0.292966 1.33879 0.873798 0.0160978 0.125217 -0.0237394 -0.0259166 0.08851 0.224103 0.319771 0.427674 0.136418 0.33926 -0.0276513 0.0148734 0.195265 0.0335561 0.0791843 0.0311365 0.0250839 0.0698856 0.358093 0.355812 -0.0280647 0.333423 -0.0824825 -0.0610157 0.0335514 0.0692257 0.0113559 0.0448947 0.465698
internal_weight=0 7171 84 7087 6811 855 276 96517 826 52 774 251 5956 2938 70 186 3597 3018 92920 92899 1451 1244 65 63 17484 161 2868 75415 1124 1424 681 476 743 250 74291 17463 334 493 1774 2146 2125 1501 122 80 74211 206 624 593 918 205 17129 1379 43
internal_count=103688 7171 84 7087 6811 855 276 96517 826 52 774 251 5956 2938 70 186 3597 3018 92920 92899 1451 1244 65 63 17484 161 2868 75415 1124 1424 681 476 743 250 74291 17463 334 493 1774 2146 2125 1501 122 80 74211 206 624 593 918 205 17129 1379 43
cat_boundaries=0 6 12 16 21 22 27 33
cat_threshold=1073774592 536870914 4608 174194688 262176 32 47186432 16912 270598184 0 64 4096 32768 536870914 0 2228224 613434240 2151858304 426 68231178 545808386 1073741824 0 16912 268435496 0 64 278532 2451701888 128 67145730 8388865 256
is_linear=0
shrinkage=0.01


Tree=142
num_leaves=44
num_cat=5
split_feature=0 4 4 8 1 7 2 1 14 7 24 16 24 12 3 4 20 0 14 3 12 5 13 24 5 16 5 16 2 26 0 1 2 24 2 17 7 24 19 18 3 2 8
split_gain=2.08273e+06 2.81768e+06 919753 955631 730200 787997 645297 510885 470549 449820 366701 475801 332009 361625 331931 307242 286524 283003 279872 462939 279811 269018 965012 290517 310165 264562 287212 210782 181078 542265 167150 144903 141702 135154 123471 121741 120260 99667.7 84029.4 72827.7 55694.8 50103 39456.5
threshold=262.14225000000005 891.77550000000008 195.82340000000002 796.15000000000009 596.10500000000013 361.43000000000006 130.34875000000002 38.038500000000006 564.6037500000001 552.55750000000012 0 286.14200000000005 1 54.127500000000005 119.66617500000002 1.1155000000000002 125.28433500000001 594.30750000000012 128.57250000000002 272.24748000000005 2.9331 392.81250000000006 145.45400000000004 2 616.44275000000005 90.28700000000002 25.210500000000007 21.649500000000003 749.57248000000016 2022.5000000000002 66.285000000000011 273.76200000000006 1070.9310000000003 3 7.7340000000000009 166.33925000000002 255.31490000000005 4 871.35000000000014 42.001000000000005 6.179850000000001 26.032500000000002 145.75200000000004
decision_type=2 2 2 2 2 2 2 2 2 2 1 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 1 2 2 2 2 2
left_child=2 4 7 6 10 17 16 21 12 25 20 18 36 14 -14 -15 35 34 19 -12 27 28 23 24 -23 26 -8 31 30 32 38 -2 -30 -32 -6 37 42 -4 -1 40 -22 -25 -9
right_child=1 -3 3 -5 5 -7 9 8 -10 -11 11 -13 13 15 -16 -17 -18 -19 -20 -21 39 22 -24 41 -26 -27 -28 -29 29 -31 33 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44
leaf_value=-0.017342960771783787 0.16251346857604865 3.4378537530899047 0.17201807242135206 2.2396335526307425 0.66553366400978786 2.8366669208353215 0.047598990480950544 -0.04394052837567388 1.4290181570786697 2.0323765717382019 0.31055760958615475 1.9411324834823609 0.071909647309818331 0.76387140260171149 0.42123038863500695 0.12716968884070715 1.1737458442687989 -0.089217417815635955 -0.52201069907708597 1.1306647615041585 -0.67911683678627011 0.061630403957669701 2.3060781199281868 -0.10996532061743358 1.1224390812309422 1.5929611535505817 0.84253404202447701 1.1506450300216675 0.65132004261016851 -0.33834690352280938 0.14483238056429867 -0.49704126844535007 1.7288663316809614 -0.014350415168100279 1.7375349607921784 0.72797028816979503 -0.77704303494908589 -0.031196476112712514 0.60075226133519954 -0.97274764140446979 -0.0067569908925465176 -0.64874128150939936 0.19127439969778059
leaf_weight=93374 334 30 470 24 22 22 94 1452 26 23 493 20 3120 160 298 144 25 29 33 80 22 63 22 126 49 22 88 20 26 48 1156 37 23 987 21 29 22 485 22 24 28 20 75
leaf_count=93374 334 30 470 24 22 22 94 1452 26 23 493 20 3120 160 298 144 25 29 33 80 22 63 22 126 49 22 88 20 26 48 1156 37 23 987 21 29 22 485 22 24 28 20 75
internal_value=0 0.411247 -0.0052267 0.263285 0.334624 1.18031 0.22491 -0.0085694 0.0870342 0.706639 0.26176 0.416909 0.0804146 0.131409 0.102365 0.462276 0.116532 0.674204 0.373485 0.425058 0.0430024 -0.0138491 0.295662 0.124232 0.482641 0.557169 0.431963 0.150644 -0.0147553 0.417089 -0.0151938 0.0967358 1.15711 0.0721265 1.18907 0.0896723 -0.0426883 0.0702894 -0.0171974 -0.519942 -0.302595 -0.17199 -0.0323877
internal_weight=0 1215 102473 1260 1185 94 1236 101213 5297 227 1091 626 5271 3722 3418 304 1009 72 606 573 465 95916 280 258 112 204 182 391 95636 97 95539 371 49 2143 43 984 1549 955 93396 74 50 146 1527
internal_count=103688 1215 102473 1260 1185 94 1236 101213 5297 227 1091 626 5271 3722 3418 304 1009 72 606 573 465 95916 280 258 112 204 182 391 95636 97 95539 371 49 2143 43 984 1549 955 93396 74 50 146 1527
cat_boundaries=0 1 2 3 4 5
cat_threshold=2500 2184 1603 1382 627
is_linear=0
shrinkage=0.01


Tree=143
num_leaves=40
num_cat=4
split_feature=0 4 9 4 8 2 24 1 14 7 1 6 24 12 9 24 0 7 20 16 5 5 0 2 26 0 0 5 24 2 2 5 9 7 8 1 1 2 4
split_gain=2.04128e+06 2.7616e+06 1.05922e+06 901524 936603 632426 514771 500718 461185 440868 430172 341446 325598 351260 335621 291491 436921 286913 280815 259297 281496 246011 228315 190424 501032 189909 148075 154751 139190 138882 115187 112334 101993 94420.6 109947 78596.1 59140.6 38638.6 21742.3
threshold=262.14225000000005 891.77550000000008 677.44800000000009 195.82340000000002 796.15000000000009 130.34875000000002 0 38.038500000000006 564.6037500000001 552.55750000000012 596.10500000000013 1424.6500000000003 1 54.127500000000005 273.79200000000003 2 354.51980000000003 148.37805150000003 125.28433500000001 90.28700000000002 25.210500000000007 678.89998000000014 594.30750000000012 749.57248000000016 2022.5000000000002 50.029250000000012 66.285000000000011 392.81250000000006 3 1070.9310000000003 284.91500000000008 392.81250000000006 384.29599999999999 255.31490000000005 87.200000000000017 66.760000000000019 104.02000000000001 1070.9310000000003 10.075500000000002
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 1 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
left_child=3 2 6 7 5 18 30 11 12 19 15 23 33 25 -15 16 -8 22 31 20 -7 -17 -12 26 29 -14 27 -1 -28 -25 36 32 -5 34 -9 -33 38 -26 -2
right_child=1 -3 -4 4 -6 9 10 8 -10 -11 17 -13 13 14 -16 21 -18 -19 -20 -21 -22 -23 -24 24 37 -27 28 -29 -30 -31 -32 35 -34 -35 -36 -37 -38 -39 -40
leaf_value=-0.017023369919066812 -0.20007307207861613 3.4034751803080243 2.1258995105326175 0.082582873290066208 2.2172371701399487 0.047122998440519294 -0.029713752746582028 -0.037729127178380728 1.4147280104343707 2.0120528237716009 1.1796448415868424 1.1789070216814677 0.073319106070057163 0.37846447896728153 1.6927253745851061 0.17875607371713326 1.0554897594870183 2.0033675048662269 1.1620084014892578 1.5770315362106668 0.83410871058025138 1.3019987010955811 -0.14652520497639976 0.64480681456052336 0.081069903373718263 0.28530275547093459 0.14071170668226804 0.23210758989334107 -0.019835808078644889 1.7115778052288553 -1.0774129295349122 0.2308203161464018 -0.49195915356278419 -0.54891123452607327 0.27297739682993927 1.0089157277061827 -0.64821279354095451 -0.47923256993293761 0.19901961898803713
leaf_weight=93374 43 30 32 897 24 94 55 1713 26 23 34 24 2617 260 21 778 114 23 25 22 88 20 21 26 20 504 1168 250 999 23 20 34 32 34 122 21 25 32 20
leaf_count=93374 43 30 32 897 24 94 55 1713 26 23 34 24 2617 260 21 778 114 23 25 22 88 20 21 26 20 504 1168 250 999 23 20 34 32 34 122 21 25 32 20
internal_value=0 0.407135 0.331278 -0.00517416 0.260664 0.222672 0.281471 -0.00848358 0.0861638 0.699573 0.347784 -0.0137105 0.0796105 0.137637 0.476683 0.293489 0.663081 1.06549 0.115381 0.551597 0.427644 0.204347 0.673289 -0.014009 0.419973 0.107552 -0.0144666 -0.0163581 0.0672561 1.14554 -0.359121 0.0887899 0.0627924 -0.0266044 -0.0170718 0.527911 -0.236683 -0.263732 -0.073377
internal_weight=0 1215 1185 102473 1260 1236 1153 101213 5297 227 1045 95916 5271 3402 281 967 169 78 1009 204 182 798 55 95892 101 3121 95791 93624 2167 49 108 984 929 1869 1835 55 88 52 63
internal_count=103688 1215 1185 102473 1260 1236 1153 101213 5297 227 1045 95916 5271 3402 281 967 169 78 1009 204 182 798 55 95892 101 3121 95791 93624 2167 49 108 984 929 1869 1835 55 88 52 63
cat_boundaries=0 1 2 3 4
cat_threshold=128 2696 18 1382
is_linear=0
shrinkage=0.01


Tree=144
num_leaves=49
num_cat=13
split_feature=25 0 16 24 0 12 3 1 24 3 7 26 24 2 2 1 11 1 9 2 24 10 8 3 2 25 24 0 25 25 25 25 10 3 2 25 24 26 12 8 3 0 16 2 1 8 8 1
split_gain=2.06418e+06 1.85186e+06 2.90857e+06 946626 653893 611486 574794 679758 513348 581378 452464 446304 537070 1.07387e+06 3.25942e+06 450704 461610 351324 506027 307958 307678 295093 244680 263148 259351 239100 283007 322275 222222 222161 216072 214933 286104 209121 340807 185583 182672 181026 170030 263062 230832 153720 144063 85958.1 80395.4 76659 71219.7 52699.4
threshold=0 438.42500000000007 371.63775000000004 1 59.173000000000009 8.1130000000000013 68.774000000000015 884.13250000000005 2 80.03670000000001 448.18200000000007 2022.5000000000002 3 50.853000000000009 119.76025000000003 383.83325000000008 36.721200000000003 85.820000000000022 384.29599999999999 218.51700000000002 4 1098.7459000000001 1117.4100000000001 1077.3535000000002 1070.9310000000003 5 6 120.13000000000001 7 8 9 10 400.0485000000001 227.10500000000002 38.784000000000006 11 12 2022.5000000000002 53.387500000000003 153.40400000000002 242.38250000000002 468.98000000000008 3.3004730000000007 383.96180000000004 174.76450000000003 232.56050000000002 111.70815 596.10500000000013
decision_type=9 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 9 1 2 9 9 9 9 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 21 33 11 8 9 -8 17 12 13 28 -15 29 47 25 20 -11 37 22 23 24 30 26 27 -6 -1 -13 -2 32 -10 34 -3 -14 -31 -19 39 40 -5 -28 -22 46 -33 -37 -27 -17
right_child=4 2 -4 38 10 -7 7 -9 31 19 -12 15 35 14 -16 16 -18 18 -20 -21 42 -23 -24 -25 -26 43 41 -29 -30 36 -32 44 -34 -35 -36 45 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49
leaf_value=0.00365617084083053 0.013504658320479148 1.8889931615193687 4.3430884496025417 -0.092207343578338624 0.13367985700879778 -0.059272028605143232 2.1519675554470585 1.9918878940582274 0.12155969213407775 0.35631932390050808 1.2054148340852637 0.35250003441786154 0.46325999114349603 4.8856768241382786 0.3081867200533549 -0.029514749233539285 2.0698511390686036 1.0309758507410685 1.6204884838646856 1.0640769035975139 0.030457343095365692 0.90045193644932342 0.90046289641281663 0.82493983706912477 0.77660111124922593 -0.0037509354873848395 0.024313859293159986 0.74779445797026511 0.39089942543222789 -0.14874921560797463 -0.026091306487385259 -0.1621509490609169 1.1687496879183012 2.6339475060701369 0.39875910168602352 0.064945044915893965 0.024030017865375439 0.32388565255062923 0.8623923812866211 -1.0644523602440243 0.96202909646210844 0.71620509764727436 0.53161479457564975 -0.65038241004943842 -0.83284585771106534 0.4915828847885132 0.30080036586523057 0.58559091822306319
leaf_weight=217 16831 57 23 90 175 24 22 25 260 341 38 146 121 21 60 26 20 75 29 75 340 35 29 37 41 1911 578 167 515 925 75988 120 29 20 21 2048 1768 70 25 21 27 34 69 20 21 43 80 30
leaf_count=217 16831 57 23 90 175 24 22 25 260 341 38 146 121 21 60 26 20 75 29 75 340 35 29 37 41 1911 578 167 515 925 75988 120 29 20 21 2048 1768 70 25 21 27 34 69 20 21 43 80 30
internal_value=0 0.163598 0.922326 0.646265 -0.0124803 1.26745 0.129637 0.366184 0.319361 0.555031 0.120022 0.0940753 0.179165 0.3975 1.49494 0.00577435 0.765755 0.108398 0.332807 0.48392 0.265401 -0.017593 -0.0179388 -0.0182255 -0.0185614 0.0642726 0.193651 0.421238 0.281492 -0.0145703 -0.0189127 0.0648895 0.219061 1.72169 1.48778 0.0966843 -0.0356475 0.64513 0.0975863 -0.033894 0.151078 0.0617434 0.11226 0.00192397 -0.244688 0.0733677 0.00848618 0.300006
internal_weight=0 7141 308 285 96547 122 6833 893 868 438 3586 5940 3025 813 81 2915 76 3548 583 416 554 92961 92926 92897 92860 2965 954 342 732 2839 92819 430 289 98 78 2212 2693 145 163 138 117 612 409 2011 141 2091 1991 56
internal_count=103688 7141 308 285 96547 122 6833 893 868 438 3586 5940 3025 813 81 2915 76 3548 583 416 554 92961 92926 92897 92860 2965 954 342 732 2839 92819 430 289 98 78 2212 2693 145 163 138 117 612 409 2011 141 2091 1991 56
cat_boundaries=0 6 7 8 9 10 15 16 22 27 32 36 38 39
cat_threshold=1073774592 536870914 4608 174194690 32 32 2131 1621 73 52 42992128 528 278986792 1056768 268435472 1038 1073741824 536870912 0 33554434 0 32 1073741824 0 0 0 32 814760832 2151858176 524730 68231176 545808390 32768 0 0 33554432 0 536870914 204
is_linear=0
shrinkage=0.01


Tree=145
num_leaves=49
num_cat=12
split_feature=0 25 15 18 2 2 26 24 1 25 2 26 0 0 1 0 6 24 24 1 25 0 7 25 24 2 2 12 2 7 16 8 2 11 2 24 19 6 7 19 2 6 25 25 24 0 0 1
split_gain=2.46251e+06 1.29173e+06 1.24909e+06 1.72818e+06 818246 3.7259e+06 789877 823025 695015 509930 881660 829360 449318 889610 393716 581446 389659 332917 330779 583413 396500 295707 450498 331306 409748 280888 473591 653794 240433 236560 229697 229957 216018 213851 195718 194571 120394 114141 108135 107823 107499 106365 107262 87173.7 61012.2 61940.7 50600.9 47581.1
threshold=335.27750000000009 0 259.21600000000007 64.69250000000001 54.609000000000002 63.252850000000002 2022.5000000000002 1 233.37814 2 749.57248000000016 2022.5000000000002 2.8222380000000005 11.359500000000002 28.772400000000001 883.10000000000014 877.0150000000001 3 4 542.71780000000012 5 85.033590000000018 371.89150000000006 6 7 597.17782000000011 180.86900000000003 258.88900000000007 49.10025000000001 448.18200000000007 631.17300000000012 1117.4100000000001 440.02900000000005 132.52250000000001 119.76025000000003 8 739.20000000000016 344.61250000000007 148.37805150000003 37.230000000000011 749.57248000000016 31.814000000000004 9 10 11 507.82280000000009 594.30750000000012 252.70150000000004
decision_type=2 9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 1 1 2 9 2 2 9 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 9 1 2 2 2
left_child=1 4 6 -4 16 -6 7 32 14 10 30 -12 38 -14 15 -9 18 -15 19 20 -1 36 23 24 -23 26 29 33 39 37 31 35 44 -28 -10 -3 41 -8 40 -20 -7 43 -43 -11 45 -2 -46 -25
right_child=2 9 3 -5 5 12 25 8 34 21 11 -13 13 17 -16 -17 -18 -19 28 -21 -22 22 -24 47 -26 -27 27 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 42 -44 -45 46 -47 -48 -49
leaf_value=0.63910116446220278 0.17993334571520489 0.071617116766413483 4.3289186182022092 0.17177655279636384 4.7009850874401273 0.060897938294844196 0.020048728553650658 0.87586790572765272 3.0922537155151368 -0.0083481732328886237 2.4107406806945799 0.28256508766336647 2.6570842992124102 0.90024337394280485 0.063490268807662162 2.6976897647164084 1.5195409069061279 0.11299610621737738 -0.0092003471088709186 1.7184819133465106 0.11889701079047234 0.86004277597580636 1.6091302800178529 0.016327287296792774 0.14472975659973461 -0.89620927047729493 -0.31728044090270996 2.4749249005317688 -1.0933370779752731 1.0646662557692756 0.88520869225263599 0.91168070348103836 1.2885479554675874 1.0188308948019276 1.776447089635409 -0.0010492021313620193 0.73549740518842432 -0.74406070527576262 0.57897651502064296 0.45746751015002918 -0.68326694120060316 0.084193680625291006 -0.041531319272551208 -0.030874040773101578 0.20640752893505673 0.64026195425736276 -0.24090090612085857 -0.35336904552247789
leaf_weight=167 60 7358 20 20 21 165 283 86 20 24902 30 47 21 101 38 22 20 127 1034 26 953 102 20 1056 331 25 25 20 20 21 32 30 21 23 26 7380 21 21 35 52 22 1823 1072 55577 66 57 41 36
leaf_count=167 60 7358 20 20 21 165 283 86 20 24902 30 47 21 101 38 22 20 127 1034 26 953 102 20 1056 331 25 25 20 20 21 32 30 21 23 26 7380 21 21 35 52 22 1823 1072 55577 66 57 41 36
internal_value=0 -0.00365995 0.523162 2.25035 0.209195 0.57969 0.442358 0.739624 1.21346 -0.00957404 0.0444147 1.11172 0.395938 0.687575 0.938948 1.24698 0.129885 0.506173 0.117543 0.235553 0.203231 -0.0190341 0.118046 0.0984905 0.328843 0.131581 0.196962 0.955876 -0.0068025 0.0381739 0.0388918 0.0370579 0.30626 0.32294 2.34854 0.0352776 -0.021576 -0.0327351 0.0688309 0.0131447 -0.0266509 -0.0217667 0.0377859 -0.0239089 0.227843 0.37237 0.0320168 0.00410193
internal_weight=0 102581 895 40 2764 492 855 437 192 99817 14877 77 471 249 146 108 2272 228 2252 1146 1120 84940 1545 1525 433 418 393 68 1106 325 14800 14768 245 48 46 14738 83395 304 222 1086 187 83374 2895 80479 224 117 107 1092
internal_count=103476 102581 895 40 2764 492 855 437 192 99817 14877 77 471 249 146 108 2272 228 2252 1146 1120 84940 1545 1525 433 418 393 68 1106 325 14800 14768 245 48 46 14738 83395 304 222 1086 187 83374 2895 80479 224 117 107 1092
cat_boundaries=0 5 6 12 13 14 18 24 25 26 32 38 39
cat_threshold=1073774592 0 4096 2228224 32 1230 269484800 537051264 802 168853802 67903504 32 976 365 1073741824 0 0 131072 8388608 512 276889672 0 4 4096 1034 791 113591464 270533136 276856897 0 324 4352 10749056 2147484194 589976 75575808 1350583498 8456 1030
is_linear=0
shrinkage=0.01


Tree=146
num_leaves=64
num_cat=13
split_feature=25 2 16 7 1 7 5 10 3 4 4 24 26 2 2 6 3 6 25 14 25 24 8 25 2 13 7 5 1 3 4 13 6 4 2 8 24 11 25 5 26 24 5 25 7 5 25 8 19 5 25 3 2 1 16 26 8 24 2 2 3 6 8
split_gain=2.09226e+06 1.89214e+06 2.70228e+06 1.25417e+06 947682 1.04244e+06 748164 1.76797e+06 1.71031e+06 966770 476396 452777 590342 696414 3.52889e+06 512788 425706 365212 301310 291736 301841 278949 259323 245784 649600 270639 824296 220731 197439 171388 221646 147574 206500 144761 410139 216332 119726 154707 117113 103198 103223 93324.2 106954 90838.4 95024 173356 89672.2 92160.9 138817 84885.1 78040.8 73657 69613.7 68440.5 45577 41059.3 40815.5 40448.6 87676 39108.7 36878.9 35010.9 65968.7
threshold=0 364.96250000000003 352.21000000000004 421.77600000000007 233.37814 53.335500000000003 392.81250000000006 522.5150000000001 108.75750000000001 126.22800000000002 42.07050000000001 1 2022.5000000000002 50.853000000000009 60.002000000000002 189.19640000000001 73.777500000000018 194.48100000000002 2 678.01075000000003 3 4 282.78975000000008 5 1070.9310000000003 174.84360000000001 87.460600000000014 16.158000000000005 126.06400000000002 439.62900000000008 114.45750000000002 44.815000000000005 20.969250000000002 147.65000000000003 26.330140000000004 54.047500000000007 6 190.60000000000002 7 483.06600000000009 2022.5000000000002 8 130.89900000000003 9 138.14056700000003 117.99690000000002 10 35.572800000000008 103.61850000000001 26.770100000000003 11 365.67550000000006 165.38000000000002 35.00500000000001 35.554400000000008 2022.5000000000002 18.364000000000004 12 156.31250000000003 440.02900000000005 180.91300000000004 71.427000000000021 22.156000000000006
decision_type=9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 1 2 9 2 2 9 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 6 3 4 5 27 11 8 39 -10 -6 43 13 15 -15 -13 23 -12 21 20 -14 61 -5 24 25 36 49 -3 31 30 -30 38 -33 46 41 52 37 -2 -23 -8 -41 42 -35 55 51 -46 47 53 -49 -27 -38 -45 -36 -25 57 -1 -57 58 -20 -48 -59 -18 -63
right_child=16 2 -4 22 10 -7 7 -9 9 -11 17 12 19 14 -16 -17 18 -19 54 -21 -22 28 -24 33 -26 26 -28 -29 29 -31 -32 32 -34 34 35 -37 50 -39 -40 40 -42 -43 -44 44 45 -47 59 48 -50 -51 -52 -53 -54 -55 -56 56 -58 60 -60 -61 -62 62 -64
leaf_value=-0.01819599375128746 0.054472061517101961 0.41876825923919675 4.4469635581970213 -0.16700991312662761 2.4933044429052447 2.1781333923339843 0.22057153792608353 3.4501771917797273 3.2485699030069202 0.75914350521870144 0.49704381478799359 0.1693744906910736 0.35957161634817897 4.7540289456844329 0.40607010442444258 1.1038146378596623 -0.15573867691205998 2.148154935155596 -0.0018497839715930966 1.0418178045338597 0.0041657262772102563 0.09033412345417656 -1.7385515658060708 -0.017089623861282738 1.7835918226696197 0.036777337683763886 2.2801544293903171 -0.37463647153642443 0.19544106522443319 1.337276143844311 1.0623972858701434 1.0793320978335712 0.19195519466869168 0.11775827384192096 0.61879825773077057 1.4438903726850236 -0.029111063754017931 0.57910859643367296 0.3228597911161038 0.12625882403055827 -0.57050426117361408 -0.083585318518721544 0.90716307258605955 -0.15223204329113985 -0.073446316840697315 1.0313481749296189 -0.031547685240626316 0.057631367944364707 0.78232533154664208 0.70375255626180899 0.036092162384848865 0.40902297001332044 -0.014118987178802491 0.050101978564454364 0.33614389365059993 0.33683053416590542 -0.11830653381347656 -0.023766683067135537 0.52569908962530254 -0.46318783941723057 -0.19916577945894273 0.43810402615865074 -0.29267096332141335
leaf_weight=128 4041 100 20 21 42 30 42 21 26 39 37 2767 251 20 280 60 204 21 429 29 2846 596 21 29185 21 112 21 54 99 26 42 46 61 121 57 28 4954 57 357 30 73 335 20 909 49 20 48113 1257 27 23 2903 24 25 1599 35 93 25 297 34 21 201 30 21
leaf_count=128 4041 100 20 21 42 30 42 21 26 39 37 2767 251 20 280 60 204 21 429 29 2846 596 21 29185 21 112 21 54 99 26 42 46 61 121 57 28 4954 57 357 30 73 335 20 909 49 20 48113 1257 27 23 2903 24 25 1599 35 93 25 297 34 21 201 30 21
internal_value=0 0.155316 0.878999 0.660105 0.898631 0.472774 0.123132 0.683671 0.407021 1.75491 1.68221 0.10587 0.140448 0.237822 0.695934 0.189207 -0.0122007 1.09486 0.117155 0.0434927 0.0341445 0.206807 -0.952781 -0.0156517 0.0263057 0.0232804 0.437106 0.140561 0.269466 0.591249 0.453683 0.221312 0.573444 -0.021953 0.134646 0.684977 0.0178804 0.061619 0.181775 -0.197207 -0.367564 0.00746865 0.214517 -0.0679617 -0.110212 0.246784 -0.0231 -0.0101341 0.0728703 0.15041 -0.00500456 -0.137795 0.425836 -0.0135995 -0.018137 0.101713 0.240403 -0.0312287 0.0361104 -0.0317294 -0.0926989 -0.0934855 0.137197
internal_weight=0 8078 346 326 284 184 7732 231 210 65 100 7501 6253 3127 300 2827 95398 58 2478 3126 3097 1482 42 92920 12132 12111 156 154 1227 167 141 1060 107 80788 586 110 11955 4098 953 145 103 476 141 1248 1002 69 80202 32068 1284 135 7857 933 82 30784 996 246 118 961 463 48134 498 255 51
internal_count=103476 8078 346 326 284 184 7732 231 210 65 100 7501 6253 3127 300 2827 95398 58 2478 3126 3097 1482 42 92920 12132 12111 156 154 1227 167 141 1060 107 80788 586 110 11955 4098 953 145 103 476 141 1248 1002 69 80202 32068 1284 135 7857 933 82 30784 996 246 118 961 463 48134 498 255 51
cat_boundaries=0 5 6 12 17 18 24 25 31 32 37 43 48 49
cat_threshold=1074823168 0 4608 36831496 262192 1152 109069952 2097696 276889642 32832 8260 12288 1073741824 0 0 256 262176 140 268436224 537051266 524642 67215906 67657728 32 1031 109053440 0 8388640 0 64 12288 2192 0 0 0 34603008 32 551879808 544 270598296 142611456 1350566982 12568 0 537002112 524640 67149856 8192 369
is_linear=0
shrinkage=0.01


Tree=147
num_leaves=46
num_cat=6
split_feature=0 25 15 18 2 2 3 6 3 6 0 0 10 6 25 2 3 25 3 25 5 0 9 25 14 0 2 4 15 1 9 18 4 0 4 2 7 2 13 7 6 19 0 25 7
split_gain=2.38513e+06 1.24712e+06 1.20762e+06 1.70379e+06 792380 3.64571e+06 634220 593986 544539 1.05255e+06 439859 870391 404130 380228 373446 956432 370858 353227 703283 290732 273417 266302 374958 338116 237637 207629 206238 215350 203776 183166 275401 165177 151524 122723 114196 140379 105631 106844 103296 981416 97940.5 71692.1 60032 45792.5 3922.08
threshold=335.27750000000009 0 259.21600000000007 64.69250000000001 54.609000000000002 63.252850000000002 335.00670000000008 483.06600000000009 73.777500000000018 543.52500000000009 2.8222380000000005 11.359500000000002 485.19100000000009 877.0150000000001 1 1070.9310000000003 1449.0631000000001 2 8.6550000000000011 3 70.38600000000001 78.99675000000002 299.52325000000002 4 356.84390000000002 438.42500000000007 512.13625000000013 449.81750000000005 166.33925000000002 511.45025000000004 2.0798375000000004 311.84100000000007 483.06600000000009 80.731500000000025 156.17100000000002 30.693000000000001 148.37805150000003 749.57248000000016 174.84360000000001 189.452325 483.06600000000009 650.00250000000017 538.27200000000016 5 16.162208500000002
decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2
left_child=1 4 6 -4 13 -6 12 29 14 16 36 -12 17 24 15 38 19 18 25 31 -11 34 23 -23 32 -2 27 -19 -13 30 42 -10 33 -1 41 -36 37 -7 40 -40 -3 -16 -8 -21 -34
right_child=2 8 3 -5 5 10 7 -9 9 20 11 28 -14 -15 21 -17 -18 26 -20 43 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 44 -35 35 -37 -38 -39 39 -41 -42 -43 -44 -45 -46
leaf_value=0.090305781650995912 0.74783797044020428 0.027527907663697202 4.2769916744232175 0.14929490822553634 4.6468397267659505 0.057638617036920609 1.3442907569521949 -0.38418119430541992 0.17856047982380424 0.92809084025296307 2.6250412332443966 0.38792136084232759 1.4863278132471545 1.5002340955734252 -0.025317213884597158 1.9128911431630453 1.2277660764496903 0.10276222543205535 -0.34031322289258242 -0.1739406145450681 2.5436060199737547 0.42499778600549515 1.440645289648147 0.020353504697208948 0.94499301265267766 1.8798412606882493 0.9911212056477865 1.1113854418017648 1.3131814591089883 2.210184160423279 0.40206404997752265 -0.71355165345328186 -0.57855559955943714 0.35025799095630644 0.055485884164464414 0.52236336428083874 0.56892975534711565 -0.68425488840449944 0.035002301272380264 2.1101066520690916 -0.29293040980895357 0.55904624757312593 2.1098143014907835 -0.0094385525796837205 -0.38749477681659517
leaf_weight=1975 26 14571 20 20 21 165 21 21 1775 22 21 201 29 20 80022 27 29 560 32 205 20 243 21 1146 34 43 30 22 27 25 26 21 22 200 422 76 35 22 258 25 96 21 20 817 21
leaf_count=1975 26 14571 20 20 21 165 21 21 1775 22 21 201 29 20 80022 27 29 560 32 205 20 243 21 1146 34 43 30 22 27 25 26 21 22 200 422 76 35 22 258 25 96 21 20 817 21
internal_value=0 -0.00360222 0.514876 2.21314 0.205545 0.570136 0.435425 1.13334 -0.00941329 0.125875 0.388372 0.676924 0.329139 0.127498 -0.0134466 0.0324561 0.102691 0.282073 0.805288 0.0911133 1.69738 -0.0218369 0.114402 0.0943507 0.115306 1.45329 0.179632 0.140889 0.497492 1.47972 1.20717 0.167198 0.102588 0.114209 -0.0242247 0.126736 0.0647266 -0.029643 0.0290817 0.218315 0.0254304 -0.0251639 1.71772 -0.0438013 -0.485247
internal_weight=0 102581 895 40 2764 492 855 113 99817 2889 471 249 742 2272 96928 14977 2847 713 101 2818 42 81951 1410 1389 2252 69 612 582 228 92 67 1796 2218 2175 80541 498 222 187 14950 283 14667 80043 41 1022 43
internal_count=103476 102581 895 40 2764 492 855 113 99817 2889 471 249 742 2272 96928 14977 2847 713 101 2818 42 81951 1410 1389 2252 69 612 582 228 92 67 1796 2218 2175 80541 498 222 187 14950 283 14667 80043 41 1022 43
cat_boundaries=0 5 11 16 22 28 33
cat_threshold=1073774592 0 4096 2228224 32 269484800 537051264 525090 236036394 67657744 32 1048576 512 0 33554432 8192 43009664 2149581360 276890154 33554496 8260 12288 8388608 512 65608 0 0 4096 0 570556544 256 68255746 8388624
is_linear=0
shrinkage=0.01


Tree=148
num_leaves=51
num_cat=3
split_feature=0 15 6 3 5 0 26 24 6 1 0 12 6 17 10 1 0 6 5 12 13 12 14 24 6 9 12 8 7 1 0 0 6 1 6 26 8 5 8 1 1 1 15 24 5 10 0 7 3 26
split_gain=2.33766e+06 1.18358e+06 1.07056e+06 931213 888960 980097 769817 799616 714875 668965 432678 965223 419316 588186 421132 386971 567972 256687 319539 256417 398538 252396 246928 239059 231667 418262 230904 327933 223314 184714 181921 166842 166355 611742 164133 154988 274052 151930 123970 123736 126945 87834.6 85741.8 84092.9 83679.1 71562.5 61319.8 59754.1 52030.9 2569.14
threshold=335.27750000000009 259.21600000000007 276.51600000000002 73.777500000000018 392.81250000000006 78.99675000000002 2022.5000000000002 0 371.41875000000005 233.37814 51.025000000000013 450.36346000000009 165.29860000000002 207.31054000000003 307.63250000000005 28.772400000000001 883.10000000000014 24.233250000000005 616.44275000000005 248.65100000000004 431.15675000000005 42.384000000000007 455.5750000000001 1 0.8135 14.474000000000002 162.43300000000002 29.452500000000004 213.13470000000004 511.45025000000004 104.42500000000001 1077.3535000000002 53.105500000000006 413.70875000000007 35.941235000000006 2022.5000000000002 153.40400000000002 190.63000000000002 1117.4100000000001 285.35875000000004 65.579000000000022 1070.9310000000003 341.75500000000005 2 616.44275000000005 349.36250000000007 507.82280000000009 91.344500000000025 218.51700000000002 2022.5000000000002
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 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
left_child=3 6 -3 10 12 8 7 29 17 15 32 26 22 14 21 16 -9 18 -6 24 34 -14 23 47 25 31 35 -28 -7 37 -25 -8 38 42 -21 36 -12 46 41 40 -26 43 44 -1 -34 -37 -2 -5 -11 -43
right_child=1 2 -4 4 5 28 19 9 -10 48 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 30 39 -27 27 -29 -30 -31 -32 -33 33 -35 -36 45 -38 -39 -40 -41 -42 49 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=-0.032088362436283664 -0.041162800927764004 0.55503968095779421 3.8269841042757036 -0.078253721551997446 2.4249842898050944 0.48721812685330712 -0.10743932169133967 0.86076189013414606 3.2660392246246341 2.6720418094453358 0.12014933933193399 2.0954354574282967 0.62858256126573575 -1.1710803694725038 1.6471093012304869 0.054241394745676137 2.6613523830067027 0.19385624749319896 0.70043724927035245 0.67408825102306558 -0.40251116863318848 -0.15139335200471699 1.1466170571067118 0.095390873324893682 -0.41956152155995369 1.2116713570186071 1.254269063289349 -0.19560573247762825 -0.89169775682946906 1.106904817727896 0.3773840381987828 0.6439360724555121 0.034727903959716755 1.3421157218314506 1.939887176066637 0.015609409262652878 0.98955936573647163 1.0035723972320556 0.51526304418390445 -0.94740994233351483 0.36879307365417485 -0.37016476670900977 0.59747001647949216 -0.0099957084933422757 0.557460385599444 -0.46902370349053413 0.31206165567357491 -0.44869738151629768 1.996845703125 -0.51648459752400722
leaf_weight=22865 103 20 20 469 21 24 165 86 20 21 1804 24 191 20 34 38 22 21 22 21 21 53 22 2083 64 35 39 26 23 26 257 36 2523 37 20 1779 37 22 44 26 30 24 28 69957 31 31 94 48 25 24
leaf_count=22865 103 20 20 469 21 24 165 86 20 21 1804 24 191 20 34 38 22 21 22 21 21 53 22 2083 64 35 39 26 23 26 257 36 2523 37 20 1779 37 22 44 26 30 24 28 69957 31 31 94 48 25 24
internal_value=0 0.509727 2.19101 -0.00356595 0.161487 0.96878 0.431071 0.724537 1.61579 1.19144 -0.00906589 0.0964475 0.128199 0.485287 0.60445 0.922167 1.22755 1.10008 1.54266 0.124265 0.717756 0.459162 0.0912379 0.0831111 0.0209042 0.202808 0.0835369 0.674319 -0.18757 0.297852 0.125824 0.0271354 -0.0131966 0.0654018 1.29155 0.073019 0.137623 0.2154 -0.0154121 -0.33684 -0.167959 -0.0156635 0.0471065 -0.0154424 0.0410727 0.00730906 0.127381 -0.110509 2.30509 -0.443325
internal_weight=0 895 40 102581 3308 131 855 437 84 192 99273 3740 3177 298 278 146 108 64 43 418 62 244 2879 2857 356 236 3716 65 47 245 2340 201 95533 2619 41 3651 1841 219 92914 120 94 92870 2582 92822 2554 1810 197 517 46 48
internal_count=103476 895 40 102581 3308 131 855 437 84 192 99273 3740 3177 298 278 146 108 64 43 418 62 244 2879 2857 356 236 3716 65 47 245 2340 201 95533 2619 41 3651 1841 219 92914 120 94 92870 2582 92822 2554 1810 197 517 46 48
cat_boundaries=0 1 2 3
cat_threshold=1230 138 2688
is_linear=0
shrinkage=0.01


Tree=149
num_leaves=52
num_cat=12
split_feature=0 25 2 3 3 2 2 25 24 0 0 5 3 6 0 0 7 6 25 2 3 24 24 25 0 12 25 12 5 2 3 2 0 25 8 3 24 25 7 2 13 24 26 11 8 7 0 3 5 9 26
split_gain=2.29114e+06 1.21524e+06 1.17727e+06 1.75433e+06 1.00311e+06 771535 3.57565e+06 674629 950370 878224 1.02126e+06 738414 521615 1.01611e+06 430291 853662 380953 371283 364457 936381 363404 327737 322278 303590 290983 287586 284385 289213 263682 237374 220350 210009 194985 348753 160698 137473 136807 165581 103343 104811 102180 97860.2 78674.5 74545 75041.1 64510.1 63387.9 77081.4 48374.2 45822.7 10159.7
threshold=335.27750000000009 0 512.13625000000013 6.6572445000000009 233.37814 54.609000000000002 63.252850000000002 1 2 468.98000000000008 384.83520000000004 552.55750000000012 73.777500000000018 543.52500000000009 2.8222380000000005 11.359500000000002 174.01000000000002 877.0150000000001 3 1070.9310000000003 1449.0631000000001 4 5 6 140.79924000000003 1078.0535000000002 7 396.21550000000008 70.38600000000001 49.10025000000001 53.872267500000007 261.97000000000008 77.765000000000015 8 1117.4100000000001 365.67550000000006 9 10 148.37805150000003 542.8678000000001 174.84360000000001 11 2022.5000000000002 27.322500000000002 87.200000000000017 4.0535910000000008 1077.3535000000002 114.45750000000002 13.286417500000001 198.66500000000005 2022.5000000000002
decision_type=2 9 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 1 1 9 2 2 9 2 2 2 2 2 2 9 2 2 1 9 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 5 7 -4 -5 17 -7 8 9 10 -2 31 18 20 38 -16 -6 22 19 36 26 -17 23 50 -25 32 27 -14 -15 35 -11 42 34 -34 -20 -24 37 -3 39 -8 -38 43 -10 44 45 -9 47 48 -43 -28 -1
right_child=2 12 3 4 16 6 14 41 11 30 -12 -13 13 28 15 21 -18 -19 25 -21 -22 -23 29 24 -26 -27 49 -29 -30 -31 -32 -33 33 -35 -36 -37 40 -39 -40 -41 -42 46 -44 -45 -46 -47 -48 -49 -50 -51 -52
leaf_value=0.72591486944871786 1.0985563580886177 0.19928028939530509 4.0530482482910157 -1.0773123579025268 2.6429736347198487 4.6000337382725309 0.080835302742867696 0.32978979390827035 0.1932168293457765 0.36593532097048881 4.0473701349894204 2.0919636317661832 0.18188790133091023 0.91173583810979664 2.597382157643636 0.8810760807937329 0.77426510989665986 1.4824050760269165 -0.024090146847415613 1.8927522694623029 1.2140753772340973 0.10223732815606751 -0.0095657198034673502 0.1096814729405774 0.75404415867830576 1.1774863986968993 -0.03370893454707604 -0.79244888644064637 2.4982287654876707 -1.0884560430049897 1.4831834270108133 1.0936723012924194 0.40469989785717597 0.015610440019013013 0.87239685153961177 0.6275068559646606 -0.007755465840191004 0.043037088016562947 0.56128628877231057 -0.53298108717974491 0.22657539728970427 -0.27401272888183598 -0.22847418981713133 -0.23068475970515498 0.8801454117758708 -0.22161163101593656 0.46134664576986562 0.36126792738514563 0.15643816283254913 -0.44390697496277948 0.57130190737107223
leaf_weight=85 23 747 22 20 20 21 153 183 104 41 24 21 1765 22 21 101 24 20 80463 27 29 127 1051 900 76 20 994 31 20 20 31 20 278 1170 20 35 7228 6784 35 34 191 125 77 27 22 24 23 31 33 28 85
leaf_count=85 23 747 22 20 20 21 153 183 104 41 24 21 1765 22 21 101 24 20 80463 27 29 127 1051 900 76 20 994 31 20 20 31 20 278 1170 20 35 7228 6784 35 34 191 125 77 27 22 24 23 31 33 28 85
internal_value=0 -0.00353033 0.50463 1.61701 0.779619 0.202926 0.562689 0.38638 0.717072 1.42159 2.60433 0.294426 -0.00926663 0.123143 0.38268 0.668076 1.62368 0.125912 -0.0132141 0.0321327 0.100365 0.490377 0.113865 0.23035 0.158236 -0.0215028 0.0889035 0.164156 1.66721 -0.00883508 0.846973 0.121271 -0.0217981 0.093214 -0.0238674 0.0109661 0.0287939 0.0587786 0.0625742 -0.0307677 -0.00172037 0.127382 0.0138234 0.256269 0.324874 0.265859 -0.0327876 -0.0946552 -0.184108 -0.0445117 0.612575
internal_weight=0 102581 895 86 64 2764 492 809 341 119 47 222 99817 2889 471 249 44 2272 96928 14977 2847 228 2252 1146 976 81951 2818 1796 42 1106 72 201 81931 1448 80483 1086 14950 7531 222 187 7419 468 181 256 229 207 212 189 158 1022 170
internal_count=103476 102581 895 86 64 2764 492 809 341 119 47 222 99817 2889 471 249 44 2272 96928 14977 2847 228 2252 1146 976 81951 2818 1796 42 1106 72 201 81931 1448 80483 1086 14950 7531 222 187 7419 468 181 256 229 207 212 189 158 1022 170
cat_boundaries=0 5 11 12 18 19 20 24 30 36 37 41 42
cat_threshold=1073774592 0 4096 2228224 32 49152 0 512 33587200 8256 4096 2608 269484800 537051264 525090 236036394 67657744 32 976 365 1073741824 0 0 131072 43009664 2149581360 276890154 33554496 8260 12288 8388608 512 268501064 0 0 4096 1559 1048576 536870912 0 1048618 2652
is_linear=0
shrinkage=0.01


Tree=150
num_leaves=45
num_cat=4
split_feature=0 2 5 24 4 0 5 4 2 6 4 2 6 1 1 8 24 10 6 10 1 0 0 6 13 1 11 3 11 3 5 1 6 1 5 24 0 0 19 0 24 9 7 6
split_gain=1.74463e+06 1.11763e+06 1.29856e+06 722368 662398 875047 600245 827752 537658 684421 608643 754188 490510 466601 346745 345802 283544 286291 608797 251683 240335 337470 846746 239284 192836 423983 189683 165844 161223 221624 150601 257136 146299 127724 109862 104645 96969.8 93225.1 154805 86013.8 75305.4 53383.5 48272.4 31222.4
threshold=120.13000000000001 334.93500000000006 897.08550000000014 0 521.79500000000019 538.27200000000016 370.38000000000005 277.77250000000009 30.197083500000005 877.0150000000001 449.81750000000005 414.53600000000012 665.85000000000014 596.10500000000013 661.33164000000011 1468.3681000000001 1 426.12125000000009 74.563750000000013 143.29500000000004 91.273700000000005 72.999000000000009 82.76560000000002 54.76250000000001 64.038300000000007 28.172500000000003 252.32950000000002 764.58775000000003 73.990200000000016 5.0070000000000006 326.45950000000005 169.65250000000003 276.51600000000002 35.548000000000009 1083.8250000000003 2 285.35875000000004 12.359700000000002 100.74000000000001 6.9525000000000015 3 11.368000000000002 206.95300000000003 6.1686000000000005
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 2 2 2 1 2 2 2 2 1 2 2 2
left_child=8 6 3 4 5 23 12 28 15 10 16 39 14 30 24 20 32 33 -19 -9 34 26 -23 -3 27 -26 35 -2 29 -8 31 -5 42 -18 37 -22 -16 40 -39 -12 -1 -28 -10 -24
right_child=1 2 -4 13 -6 -7 7 19 9 -11 11 -13 -14 -15 36 -17 17 18 -20 -21 21 22 43 -25 25 -27 41 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 38 -40 -41 -42 -43 -44 -45
leaf_value=-0.0084189852585018904 0.082187446147393359 0.76017371025085456 3.321895082473755 -0.49243090363435971 -0.34984822893142697 3.5093971650600437 0.048191554469446986 1.2620962351844425 -0.062968984455561511 1.7365484460830689 -0.039781307787508581 2.2241395476768755 1.4886990186903211 1.3234640741348267 1.5068297948837281 1.1623525604248048 0.065080603837668199 -0.015242874622344971 2.2088239221572876 2.8295485515594483 0.13693376952806094 2.5065834970474241 0.063590008770978007 1.9926242538120438 -0.017067718481776691 0.94577639393245483 1.033356994787852 0.95476025581359869 -0.4162437470753988 1.3983903274536134 -0.90253232765197755 0.7260375963408372 -0.7980448479122586 0.19417152588465392 0.48338972525163132 -0.017896488740577834 0.59514489310128349 0.015759717569789229 0.62479080339272819 0.74980176773938267 -0.027311922396586825 0.3338221767805517 0.38114464454650882 0.51801005613236195
leaf_weight=36998 2197 50 20 43 20 20 31 21 1164 25 37 29 27 24 20 25 3442 32 20 20 772 20 54 23 99 85 24 22 24 20 25 29 27 986 44 989 28 6631 42 22 49174 20 25 21
leaf_count=36998 2197 50 20 43 20 20 31 21 1164 25 37 29 27 24 20 25 3442 32 20 20 772 20 54 23 99 85 24 22 24 20 25 29 27 986 44 989 28 6631 42 22 49174 20 25 21
internal_value=0 0.243112 0.876174 0.667139 1.19537 1.6562 0.181123 0.884197 -0.00787008 0.0855177 0.0783815 0.903679 0.148211 0.069316 0.133445 -0.0135917 0.0656311 0.10226 0.840167 2.02671 -0.0139018 0.0974339 0.678355 1.14848 0.116634 0.427724 0.0668591 0.0908385 0.259625 0.577681 -0.233843 -0.00165887 -0.0695877 0.0938258 -0.0161792 0.0506551 0.975014 -0.0164159 0.019593 0.25464 -0.0192044 0.715387 -0.053631 0.190828
internal_weight=0 2848 254 234 113 93 2594 116 100623 5809 5784 88 2478 121 2451 94814 5696 4480 52 41 94789 1900 95 73 2403 184 1805 2219 75 51 97 72 1216 4428 92889 1761 48 92845 6673 59 86172 44 1189 75
internal_count=103471 2848 254 234 113 93 2594 116 100623 5809 5784 88 2478 121 2451 94814 5696 4480 52 41 94789 1900 95 73 2403 184 1805 2219 75 51 97 72 1216 4428 92889 1761 48 92845 6673 59 86172 44 1189 75
cat_boundaries=0 1 2 3 4
cat_threshold=795 2176 1331 1047
is_linear=0
shrinkage=0.01


Tree=151
num_leaves=43
num_cat=2
split_feature=0 2 5 24 4 0 5 4 2 6 4 2 6 1 1 8 24 1 1 0 0 14 6 11 13 1 26 12 11 3 11 5 1 6 5 0 0 19 7 4 7 6
split_gain=1.70991e+06 1.09539e+06 1.27272e+06 707993 649216 857634 588300 811280 526958 670801 596531 739179 480748 457316 339845 338921 277902 269427 235578 330747 829896 238268 234522 227302 188998 415546 273627 160314 158015 217214 150499 147604 252019 143388 107676 95040.1 91370.1 151725 84359.5 74184.7 47311.8 30601.1
threshold=120.13000000000001 334.93500000000006 897.08550000000014 0 521.79500000000019 538.27200000000016 370.38000000000005 277.77250000000009 30.197083500000005 877.0150000000001 449.81750000000005 414.53600000000012 665.85000000000014 596.10500000000013 661.33164000000011 1468.3681000000001 1 756.19086000000004 91.273700000000005 72.999000000000009 82.76560000000002 224.17425000000003 54.76250000000001 400.91700000000003 64.038300000000007 28.172500000000003 2022.5000000000002 239.70000000000002 73.990200000000016 5.0070000000000006 210.82500000000002 326.45950000000005 169.65250000000003 276.51600000000002 1083.8250000000003 285.35875000000004 12.359700000000002 100.74000000000001 24.777450000000005 1085.2750000000003 206.95300000000003 6.1686000000000005
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 2 2 2 2 2 2 2 2 2 2
left_child=8 6 3 4 5 22 12 28 15 10 16 38 14 31 24 18 33 23 34 21 -21 30 -3 -18 26 -26 -2 -9 29 -8 -20 32 -5 40 36 -16 39 -38 -12 -1 -10 -22
right_child=1 2 -4 13 -6 -7 7 27 9 -11 11 -13 -14 -15 35 -17 17 -19 19 20 41 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 37 -39 -40 -41 -42 -43
leaf_value=-0.019224458103468858 0.19319072549026303 0.75257199096679683 3.2886761627197267 -0.48750659011131114 -0.34634972333908082 3.4743031873703001 0.047709639764601186 2.6166787115732832 -0.062339294899984736 1.7191829748153686 -0.095241485368460416 2.2018981828360724 1.4738120785465947 1.3102293984095255 1.4917615108489992 1.1507290328979491 0.0891176292258338 1.136689859008789 0.036843227072775916 2.481517647743225 0.062954101915712712 0.96531558530084016 1.9726979720074198 0.8761851929329536 -0.016897032525804309 0.93631861723170562 -0.029486999913572221 1.3656894936561585 -0.41208130558331812 1.3844064273834229 0.62907054288820785 -0.89350699768066411 0.71877725864278863 -0.79006439403251361 0.47855582453987816 0.58919346605028422 0.015602120522648723 0.61854290167490644 0.66374887854964637 0.38690488730536565 0.37733317947387696 0.51282995976152879
leaf_weight=86127 1190 50 20 43 20 20 31 21 1164 25 32 29 27 24 20 25 4418 25 1732 20 54 29 23 37 99 85 1029 20 24 20 44 25 29 27 44 28 6631 42 27 45 25 21
leaf_count=86127 1190 50 20 43 20 20 31 21 1164 25 32 29 27 24 20 25 4418 25 1732 20 54 29 23 37 99 85 1029 20 24 20 44 25 29 27 44 28 6631 42 27 45 25 21
internal_value=0 0.240681 0.867413 0.660467 1.18341 1.63964 0.179312 0.875355 -0.00779129 0.0846625 0.0775977 0.894642 0.146729 0.0686228 0.13211 -0.0134557 0.0649748 0.101238 -0.0137627 0.0964658 0.671572 0.0661971 1.137 0.0956544 0.115468 0.423447 0.0899301 2.00644 0.257029 0.571904 0.0515155 -0.231504 -0.00164226 -0.0688918 -0.0160174 0.965263 -0.0162518 0.019397 0.252093 -0.0190124 -0.0530947 0.188919
internal_weight=0 2848 254 234 113 93 2594 116 100623 5809 5784 88 2478 121 2451 94814 5696 4480 94789 1900 95 1805 73 4455 2403 184 2219 41 75 51 1776 97 72 1216 92889 48 92845 6673 59 86172 1189 75
internal_count=103471 2848 254 234 113 93 2594 116 100623 5809 5784 88 2478 121 2451 94814 5696 4480 94789 1900 95 1805 73 4455 2403 184 2219 41 75 51 1776 97 72 1216 92889 48 92845 6673 59 86172 1189 75
cat_boundaries=0 1 2
cat_threshold=795 2176
is_linear=0
shrinkage=0.01


Tree=152
num_leaves=50
num_cat=10
split_feature=25 0 4 5 0 10 6 2 24 2 2 6 5 0 7 2 0 4 25 2 26 10 24 25 0 2 12 15 0 2 3 2 11 25 24 25 3 24 10 10 14 5 25 26 26 26 0 26 0
split_gain=1.96995e+06 1.04032e+06 1.01702e+06 1.00724e+06 678822 934819 1.4662e+06 499061 782654 3.43104e+06 839287 666836 831630 736070 509887 542379 391095 397715 363950 343667 334522 316330 298735 464084 293769 291678 285957 263312 240889 233547 307089 368603 226909 225145 458906 212749 174869 133967 133389 314323 263941 131334 129701 26705.4 24138 19433.1 10542.4 6721.83 367.362
threshold=0 883.10000000000014 1085.2750000000003 212.33500000000004 45.527785000000002 556.40500000000009 228.79300000000003 23.455000000000002 1 57.868500000000004 41.76100000000001 169.57550000000003 326.45950000000005 2.8222380000000005 123.45 284.91500000000008 52.192250000000008 326.59750000000003 2 658.86750000000018 2022.5000000000002 1098.7459000000001 3 4 181.65750000000006 542.8678000000001 267.39720000000005 72.880200000000002 883.10000000000014 1439.8675000000001 156.38750000000002 1070.9310000000003 364.16800000000006 5 6 7 65.713074000000006 8 164.75250000000003 264.75500000000005 356.84390000000002 4.4342985000000015 9 2022.5000000000002 2022.5000000000002 2022.5000000000002 1077.3535000000002 2022.5000000000002 1438.4900000000002
decision_type=9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 2 1 9 2 2 2 2 2 2 2 2 2 9 1 9 2 1 2 2 2 2 9 2 2 2 2 2 2
left_child=1 7 4 44 19 18 -7 22 9 10 -9 16 13 -13 24 -16 17 -10 25 21 -18 35 23 27 -11 26 -6 36 32 30 31 -21 -20 34 47 37 -1 -2 40 -40 -35 48 -37 -36 -4 -25 -30 -24 -3
right_child=2 41 3 -5 5 6 -8 8 11 14 -12 12 -14 -15 15 -17 20 -19 28 29 -22 -23 33 45 -26 -27 -28 -29 46 -31 -32 -33 -34 38 43 42 -38 -39 39 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50
leaf_value=0.079573051620321161 0.043164807807254311 1.8340041996183851 0.66546954790751145 3.0920915017127992 0.19381427437036347 -0.19108511664650657 3.549982574462891 2.082481896042824 -0.31810549238696695 -0.085201646761218122 4.9448309435730895 0.38534497373244342 -0.34894107315991379 2.3646017375446502 0.20308305295450346 2.1382828416824342 0.90466467709154696 1.1134108452569871 0.044075523401927337 -0.071715694283539397 -0.0029408626092804801 0.96194353566025248 0.80581214388211564 0.60955331014930658 1.024856325017995 1.3799673947420987 1.151504211872816 1.1151645997592381 -0.64684602525499135 -0.36829364624023442 1.7279108909938645 1.3467038788114274 0.82109191492984168 -0.016984820005657909 0.024667282464369288 -0.33295122651492848 0.57229239082336425 -0.013280070088244398 1.0632138034105301 -0.089063210651792332 0.93004446919759121 0.90660173168888802 -0.023722810295965298 -0.30094560007254284 0.22568127375382646 0.79711538042340968 -0.40827832529100322 0.96775445209849964 1.7741197319030761
leaf_weight=723 8407 21 24 20 1214 22 20 20 256 134 21 34 37 42 28 30 74 21 3425 53 90 33 48 109 29 22 32 28 27 25 23 28 38 1547 53 126 80 8398 40 58 30 27 77634 48 26 112 59 55 20
leaf_count=723 8407 21 24 20 1214 22 20 20 256 134 21 34 37 42 28 30 74 21 3425 53 90 33 48 109 29 22 32 28 27 25 23 28 38 1547 53 126 80 8398 40 58 30 27 77634 48 26 112 59 55 20
internal_value=0 0.221765 -0.00948958 1.19544 -0.0103375 0.104939 1.59038 0.2001 0.418825 0.858933 3.54856 0.191722 0.880568 1.47914 0.398817 1.20405 0.0195627 -0.209579 0.0919877 -0.0162506 0.406588 -0.016954 0.139206 0.273312 0.112293 0.236696 0.21841 0.159975 0.0395074 0.499546 0.708161 0.418602 0.0526018 0.0623378 0.368072 -0.0172956 0.128661 0.0149664 0.0231387 0.381254 0.00103096 1.44816 -0.0242666 -0.118361 0.43678 0.674105 -0.483177 0.813323 1.80479
internal_weight=0 3815 99656 70 99586 4859 42 3747 816 262 41 554 113 76 221 58 441 277 4817 94727 164 94598 2931 1052 163 1268 1246 831 3549 129 104 81 3463 1879 204 94565 803 16805 1675 98 1577 68 77760 101 50 221 86 103 41
internal_count=103471 3815 99656 70 99586 4859 42 3747 816 262 41 554 113 76 221 58 441 277 4817 94727 164 94598 2931 1052 163 1268 1246 831 3549 129 104 81 3463 1879 204 94565 803 16805 1675 98 1577 68 77760 101 50 221 86 103 41
cat_boundaries=0 5 6 12 13 18 23 24 30 31 35
cat_threshold=1073774592 536887296 4096 135266314 32 1292 5259268 37749250 10551330 1024 0 4096 1043 1073774592 16384 0 0 32 1073741824 0 0 0 32 2376 76546944 2147516416 936 308327200 1887446032 1056 1587 0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=153
num_leaves=39
num_cat=7
split_feature=25 0 4 0 0 10 6 1 24 6 1 9 25 24 3 3 11 6 10 7 4 25 25 8 8 4 3 1 12 12 4 8 25 1 3 11 4 0
split_gain=1.93075e+06 1.01962e+06 996777 831153 665318 916216 1.43703e+06 633167 922875 1.0202e+06 397576 654237 363356 347048 380957 833320 466355 322431 283685 252954 247128 240830 238060 283280 235356 222480 221716 220776 195942 230962 160323 137891 129874 101592 92880 81834.2 54282.4 51719.5
threshold=0 883.10000000000014 1085.2750000000003 25.512800000000002 45.527785000000002 556.40500000000009 228.79300000000003 352.68673250000012 1 53.105500000000006 383.83325000000008 273.79200000000003 2 3 65.713074000000006 133.98500000000004 5.6065500000000013 183.56850000000003 1098.7459000000001 143.86150000000001 266.29450000000003 4 5 1117.4100000000001 166.61000000000004 184.12550000000002 119.66617500000002 511.45025000000004 522.5150000000001 310.81950000000006 117.54253850000002 455.79000000000002 6 6.6537000000000015 12.900500000000003 26.510999999999999 28.435000000000006 4.402000000000001
decision_type=9 2 2 2 2 2 2 2 1 2 2 2 9 1 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=1 7 4 -4 18 10 -7 13 9 27 12 20 24 14 16 -16 21 25 22 -17 -12 -1 23 26 -6 34 -2 -9 29 30 -15 -14 -24 -3 -10 -34 -18 -29
right_child=2 33 3 -5 5 6 -8 8 17 -11 11 -13 31 28 15 19 36 -19 -20 -21 -22 -23 32 -25 -26 -27 -28 37 -30 -31 -32 -33 35 -35 -36 -37 -38 -39
leaf_value=0.021109935679334276 0.0082698818404756055 1.0237070822715759 0.37130021413167319 2.6454198284149171 0.12312812911780067 -0.18917424115267667 3.5144827728271486 1.4483430172715868 0.274058631029996 2.7819407706647308 0.5103899111314254 2.1891655800559304 -0.050879871958294694 0.044751850959880983 2.0989228232247492 0.15593892813783833 -0.46411107229930099 -0.94503925690284152 0.89718499576344213 1.1511181110143662 -0.6980407323837281 0.3679011084553081 -0.3318064647869472 1.205961498260498 0.55675976673155336 1.2488787870407105 0.19559354378364799 0.61618189490758457 -0.6732479729371913 0.97825157494380566 0.31289159164298325 0.76442478089105526 -0.025192619907558614 1.7980932574801975 -0.5217257499694824 0.039639970368587817 -0.041032062504026627 -0.060219223022460938
leaf_weight=272 17161 32 45 25 2810 22 20 28 55 37 110 22 1703 1729 35 113 93 26 34 33 20 876 127 20 131 20 656 26 34 29 256 21 74730 36 20 1999 45 20
leaf_count=272 17161 32 45 25 2810 22 20 28 55 37 110 22 1703 1729 35 113 93 26 34 33 20 876 127 20 131 20 656 26 34 29 256 21 74730 36 20 1999 45 20
internal_value=0 0.219547 -0.00939502 1.18349 -0.0102344 0.10389 1.57447 0.198099 0.704082 1.30828 0.0910678 0.594367 0.0746688 0.164703 0.281635 0.713096 0.223098 0.0385135 -0.0160884 0.380877 0.324478 0.289123 -0.0164164 0.0164929 0.141961 0.31175 0.0151669 0.748243 0.0791813 0.0922768 0.0793331 -0.0407125 -0.024053 1.43368 0.0618495 -0.0235005 -0.326151 0.322094
internal_weight=0 3815 99656 70 99586 4859 42 3747 232 111 4817 152 4665 3515 1467 181 1286 121 94727 146 130 1148 94693 17837 2941 95 17817 74 2048 2014 1985 1724 76856 68 75 76729 138 46
internal_count=103471 3815 99656 70 99586 4859 42 3747 232 111 4817 152 4665 3515 1467 181 1286 121 94727 146 130 1148 94693 17837 2941 95 17817 74 2048 2014 1985 1724 76856 68 75 76729 138 46
cat_boundaries=0 5 6 12 13 15 21 25
cat_threshold=1073774592 536887296 4096 135266314 32 1475 41174660 33554966 278986850 1024 268444164 12544 1053 0 536887296 76546944 2147516576 936 308323104 1879057424 1056 0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=154
num_leaves=57
num_cat=13
split_feature=25 4 5 10 6 2 24 26 2 2 4 15 6 4 2 25 2 6 2 2 6 24 24 25 8 4 2 15 25 24 25 25 4 5 24 8 25 14 10 3 25 12 4 5 10 11 2 26 12 4 26 26 8 10 26 26
split_gain=1.89251e+06 976942 986172 645606 1.4925e+06 629248 804270 627623 1.49544e+06 984189 803860 996290 599084 1.19186e+06 538789 649366 930683 534314 456366 605473 377571 356238 338076 514642 555421 653691 327038 286479 285222 597213 238649 230863 216044 215577 210871 192922 189401 178905 245409 165396 139682 148545 138576 141044 99859.5 112759 72299.2 50568.8 49340 34968.4 24923.1 23294.7 6228.89 4652.6 475.3 196.883
threshold=0 1085.2750000000003 212.33500000000004 556.40500000000009 228.79300000000003 23.455000000000002 1 2022.5000000000002 63.252850000000002 39.465500000000013 257.54600000000011 59.840000000000011 169.57550000000003 223.58100000000002 98.892500000000013 2 1070.9310000000003 421.77600000000007 749.57248000000016 414.53600000000012 303.53610000000003 3 4 5 210.25500000000002 2.0795385000000004 52.962600000000009 72.880200000000002 6 7 8 9 449.81750000000005 897.08550000000014 10 334.76100000000002 11 356.84390000000002 164.75250000000003 888.10000000000014 12 1078.0535000000002 266.29450000000003 287.60700000000003 675.38900000000001 86.215192500000015 440.02900000000005 2022.5000000000002 140.56800000000001 63.912000000000006 2022.5000000000002 2022.5000000000002 490.81062000000003 1098.7459000000001 2022.5000000000002 2022.5000000000002
decision_type=9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 1 9 2 2 2 2 9 1 9 9 2 2 1 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 51 14 44 22 12 8 9 -8 21 32 42 20 30 16 17 -16 19 -10 -14 48 23 55 27 -26 -23 36 29 47 33 34 -12 39 -17 37 -25 38 -30 -2 54 -42 43 49 -5 53 -33 -24 -9 -7 -31 -3 -37 -46 -32 -1
right_child=1 2 -4 4 -6 6 7 10 18 -11 11 -13 13 -15 15 31 -18 -19 -20 -21 -22 26 28 24 25 -27 -28 -29 35 50 40 46 -34 -35 -36 52 -38 -39 -40 -41 41 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53 -54 -55 -56 -57
leaf_value=0.89026465699479385 0.020900235402282526 0.6456263546148937 3.0483611118793488 -0.41912292052959571 2.4198360844453179 -0.22170417755337085 1.3152328096736563 -0.18168480087112596 0.57593018888599345 4.3802828040122987 1.022883412361145 2.633491943180561 0.89333830718994134 -0.84379318171534035 0.28076040530725133 0.4589287673300782 2.3272958885192874 1.7508171888498161 -0.59132082740465797 1.9805517966930684 2.6895895251360806 1.4724300064863982 0.76566763663778503 -0.11041016034753603 2.6337540016174321 0.10763716652279808 0.23963720121473636 1.204428500366211 0.00098973272644893888 0.00030882436578924007 -0.38855521655473552 -0.050883856112674132 -0.42935559636070614 0.99134895511295484 0.074700268072691395 -0.6808851776123046 0.21262505696097492 0.80976388486226403 0.55006452987360399 0.8350250381469726 -0.020785940048059785 0.80102958072315555 0.35483426844435079 -1.1932449564933776 0.13023300909996033 0.91739293766021734 -0.32014843328793846 1.2055573551995413 -0.66172030940651894 -0.60927962155177673 -0.30817306718826293 0.21358885508317216 -0.46382307321597366 -0.039659084743923614 -0.3496912213839018 0.91402106198397548
leaf_weight=74 13596 24 20 29 36 118 22 91 144 20 20 32 25 29 504 162 25 26 24 39 22 27 49 253 20 21 106 25 1522 55 61 590 21 23 927 20 604 30 86 25 83288 22 28 20 40 20 120 56 28 29 50 26 39 27 65 66
leaf_count=74 13596 24 20 29 36 118 22 91 144 20 20 32 25 29 504 162 25 26 24 39 22 27 49 253 20 21 106 25 1522 55 61 590 21 23 927 20 604 30 86 25 83288 22 28 20 40 20 120 56 28 29 50 26 39 27 65 66
internal_value=0 -0.0093014 1.17165 -0.0101324 0.641092 0.217362 0.458708 0.664954 1.05432 2.77478 0.387103 1.31114 -0.0025812 0.750453 -0.0111279 0.138359 0.433994 0.352876 0.705236 0.875276 1.73414 0.119427 0.149428 0.291487 0.199957 1.33989 0.455644 0.149234 0.0683544 0.407442 -0.0147527 0.0444945 0.279054 0.0240103 0.135514 0.0242519 0.118453 0.0446305 0.0303557 0.0223945 -0.0210918 -0.0205665 -0.296204 -0.40536 0.0890674 0.258464 -0.0950546 0.913295 -0.271794 -0.298165 -0.133841 0.420967 -0.537403 0.061769 -0.34141 0.841366
internal_weight=0 99656 70 99586 152 3815 845 574 249 42 325 73 271 76 99434 2354 555 530 207 183 47 252 2970 1063 923 41 133 882 1907 210 97080 1799 41 13644 1089 1697 857 1638 1608 13621 83436 83310 195 167 116 87 710 105 119 147 105 50 59 67 126 140
internal_count=103471 99656 70 99586 152 3815 845 574 249 42 325 73 271 76 99434 2354 555 530 207 183 47 252 2970 1063 923 41 133 882 1907 210 97080 1799 41 13644 1089 1697 857 1638 1608 13621 83436 83310 195 167 116 87 710 105 119 147 105 50 59 67 126 140
cat_boundaries=0 5 6 12 13 14 18 23 24 30 36 37 39 43
cat_threshold=1073774592 536887296 4096 135266314 32 2179 1064960 160 520 0 8192 4096 1112 1043 0 536870912 0 2 1073741824 0 0 0 32 2376 68158336 4227072 65698 39887136 1619010576 1056 35718788 528 2162784 35651584 4 8192 513 1073741824 16384 0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=155
num_leaves=51
num_cat=4
split_feature=25 6 11 7 5 6 0 0 0 0 9 1 3 14 14 9 26 2 2 9 25 25 2 2 21 1 2 26 3 0 19 3 12 3 5 14 5 14 2 5 5 25 5 10 5 26 12 1 3 0
split_gain=1.90404e+06 2.02035e+06 2.65331e+06 878869 899799 1.04636e+06 1.02301e+06 718584 513425 501967 1.03848e+06 498286 834051 447275 424910 600663 367394 497445 300403 264054 252495 247616 342437 221367 194855 188212 346110 273453 159146 155220 154983 144755 166402 288278 143627 105530 104661 109964 99876.4 91882.9 271747 88671.7 75771.2 74299.4 86538.4 45671.2 31255.6 26442.5 21616.4 10952.3
threshold=0 222.67000000000004 675.38900000000001 483.06600000000009 152.88900000000004 360.15000000000003 219.99000000000004 883.10000000000014 285.35875000000004 193.54350000000002 497.3561400000001 38.676010000000012 1077.3535000000002 522.5150000000001 27.995000000000001 367.7580000000001 2022.5000000000002 54.609000000000002 364.96250000000003 211.35480500000003 1 2 883.10000000000014 198.78000000000003 285.67500000000007 511.45025000000004 512.13625000000013 2022.5000000000002 60.160000000000004 468.98000000000008 9.943500000000002 35.217375000000011 23.151000000000003 242.38250000000002 1083.8250000000003 174.84360000000001 616.44275000000005 808.55215250000015 1070.9310000000003 522.5150000000001 421.77600000000007 3 897.08550000000014 82.477500000000006 27.232500000000005 2022.5000000000002 111.41875 126.06400000000002 31.803750000000004 883.10000000000014
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=1 7 3 4 8 -6 -7 11 18 21 20 12 16 14 15 -13 17 -1 -3 -5 25 22 34 -16 -18 26 30 -27 -9 43 -11 36 35 47 39 41 37 38 -23 40 -2 -33 -38 44 -22 -41 -35 -34 49 -31
right_child=9 2 -4 19 5 6 -8 28 -10 10 -12 13 -14 -15 23 -17 24 -19 -20 -21 29 31 -24 -25 -26 27 -28 -29 -30 48 -32 32 33 46 -36 -37 42 -39 -40 45 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.10731798345986342 0.020159001664126871 0.10286654195079097 4.4543491697311399 0.15786964563223033 3.3011383117948259 2.1579402611895304 -0.10441279704754169 1.6570250871446399 1.8763787244713825 0.23336747858727852 2.0245998090108235 0.33247969988941978 2.0111473066156562 1.7804266811552503 -0.065845266414594053 1.9100828323364258 -0.055668536268115923 0.69883064612217483 1.3885613448279244 -1.3130669419661811 0.10228141453656012 -0.023229421016318665 1.129014379637582 -1.2209816023884785 0.87070357384889019 1.7615617775917054 -1.0067584445259787 0.12772376469203406 0.54445835304260259 -0.18364752623240155 0.94717678688466556 0.071565538943875212 0.11180883827791395 1.3465547075271607 0.8294540474631571 0.61399831549326578 0.77516281979424617 0.66810513164686114 -0.60033139801025392 0.013049709002176921 0.78998285594193829 -0.045024031437872376 0.057503443071919104 0.60484629974365234 -0.34525645847320557 -0.52507824897766109 0.78748748278617853 0.44417466410884154 -0.60542540027981717 -0.380983370674981
leaf_weight=1718 14500 135 20 26 28 41 39 36 23 615 30 697 22 21 79 25 1776 155 21 23 318 79712 28 21 23 20 22 21 20 75 32 1394 211 20 22 30 28 23 30 24 46 1210 31 25 50 46 20 27 21 45
leaf_count=1718 14500 135 20 26 28 41 39 36 23 615 30 697 22 21 79 25 1776 155 21 23 318 79712 28 21 23 20 22 21 20 75 32 1394 211 20 22 30 28 23 30 24 46 1210 31 25 50 46 20 27 21 45
internal_value=0 0.189696 0.915814 0.705187 0.916512 1.63736 1.05504 0.133828 0.481584 -0.0111144 0.186095 0.119932 0.0698687 0.339308 0.302492 0.387106 0.058238 0.156269 0.275941 -0.53257 0.141758 -0.013695 0.0241663 -0.308424 -0.043825 0.263327 0.226729 0.924718 1.25968 -0.0243528 0.268672 -0.0204069 0.048844 0.28153 0.0220694 0.0242857 -0.0229357 -0.0232471 -0.0234465 0.0208542 0.0225935 0.0174918 0.398088 0.0773125 0.0414746 -0.340577 1.06702 0.149514 -0.309445 -0.257648
internal_weight=0 4949 356 336 287 108 80 4593 179 98676 1274 4537 3694 843 822 722 3672 1873 156 49 1244 97402 14666 100 1799 710 669 41 56 534 647 82736 2912 278 14638 2634 79824 79765 79742 14616 14546 2604 59 393 368 70 40 238 141 120
internal_count=103625 4949 356 336 287 108 80 4593 179 98676 1274 4537 3694 843 822 722 3672 1873 156 49 1244 97402 14666 100 1799 710 669 41 56 534 647 82736 2912 278 14638 2634 79824 79765 79742 14616 14546 2604 59 393 368 70 40 238 141 120
cat_boundaries=0 5 11 17 23
cat_threshold=32768 2 4608 134348800 262176 9454080 537018928 32 33595392 80 4352 1049472 541114496 178 40931586 1879580692 1024 44041228 2149581348 278954056 64 768 4352
is_linear=0
shrinkage=0.01


Tree=156
num_leaves=42
num_cat=0
split_feature=2 16 1 18 3 4 14 9 1 12 8 8 1 3 6 15 2 9 6 13 8 26 12 16 1 2 2 26 4 3 10 1 12 1 21 10 9 14 4 4 4
split_gain=1.72259e+06 5.45198e+06 784347 660133 650825 732727 535067 439184 800069 960705 421287 451751 492411 392616 636612 381276 330155 271391 429880 480932 254846 247288 237870 227194 202673 181163 950745 2.43239e+06 222917 170510 157052 148674 144272 203888 143353 93914.2 86224 130958 109342 72420.4 11958.7
threshold=364.96250000000003 352.21000000000004 91.273700000000005 267.27250000000009 472.9221300000001 169.65250000000003 678.01075000000003 285.81500000000005 383.83325000000008 218.14250000000004 239.43773250000004 267.72500000000008 147.52500000000003 76.987500000000011 543.52500000000009 483.93425000000008 597.17782000000011 233.37814 119.62250000000002 37.223000000000013 334.76100000000002 2022.5000000000002 239.70000000000002 286.14200000000005 85.820000000000022 54.609000000000002 55.44250000000001 2022.5000000000002 1085.2750000000003 76.987500000000011 236.58700000000002 884.13250000000005 77.902470000000008 46.203500000000012 73.401500000000013 362.00600000000003 44.929500000000004 1092.2134000000003 38.378250000000001 165.05000000000004 1468.3681000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 4 17 -6 7 10 22 -10 29 -12 -13 25 15 23 -7 18 21 -20 24 -2 30 34 -19 28 27 -27 36 35 -9 -31 39 -34 -15 -4 37 -1 -38 -28 -30
right_child=1 -3 6 -5 5 16 -8 8 9 -11 11 12 -14 14 -16 -17 -18 20 19 -21 -22 -23 -24 -25 -26 26 32 -29 40 31 -32 -33 33 -35 -36 -37 38 -39 -40 -41 -42
leaf_value=-0.017281313443839749 0.43832560153029088 4.8962689675225155 0.060352271919978585 -1.3892241477966309 2.3613524766401812 -0.40167947292327882 1.7442319088890441 0.06938316867465065 0.54070138352257868 3.4103035625219342 1.9073709940910339 1.7704890691666375 0.068112942100910664 0.064474412953309024 1.5132775607705116 1.4693982150554659 1.3152405548095703 -0.55664920972741172 0.56793683130349681 2.3349875917434693 -1.2604077057611374 -0.039160462142156328 -0.83750383764505387 0.90763412287740997 0.81977663803100587 4.0259810706547334 0.01272412208684705 -0.44283850390335611 0.49963022311528527 0.22408472075737243 1.1460416060090066 1.10465984249115 0.18544862841145468 1.2146499314515486 0.78401070582015187 -0.56853705286979672 0.017753765991917941 0.79199694824218758 0.22000519105463059 0.26965473950427515 0.8121403100967407
leaf_weight=92188 221 27 2240 22 33 24 21 42 28 20 24 21 89 2490 32 20 21 23 67 20 21 213 20 33 20 21 2383 29 24 464 20 20 118 23 28 24 2023 20 308 115 25
leaf_count=92188 221 27 2240 22 33 24 21 42 28 20 24 21 89 2490 32 20 21 23 67 20 21 213 20 33 20 21 2383 29 24 464 20 20 118 23 28 24 2023 20 308 115 25
internal_value=0 0.488687 -0.00488289 0.314957 0.371506 1.22954 0.153541 0.142451 0.711004 1.73637 0.116805 0.664323 0.393112 -0.00969368 0.111509 0.094062 0.39955 0.257101 0.332592 0.974155 -0.357437 0.203983 0.110791 0.0832793 0.0835489 -0.0129369 0.0680011 1.43407 -0.0152378 0.0901065 0.416692 0.260472 0.0421189 0.353333 0.0724756 0.0536856 -0.0155873 -0.0171058 0.0444777 0.0245524 0.659074
internal_weight=0 712 102913 685 663 78 3033 3012 130 48 2882 134 110 99880 2603 2571 45 585 521 87 64 434 82 2551 43 97277 2689 50 94588 2748 62 484 2639 141 2518 2264 94539 92208 2331 2498 49
internal_count=103625 712 102913 685 663 78 3033 3012 130 48 2882 134 110 99880 2603 2571 45 585 521 87 64 434 82 2551 43 97277 2689 50 94588 2748 62 484 2639 141 2518 2264 94539 92208 2331 2498 49
is_linear=0
shrinkage=0.01


Tree=157
num_leaves=50
num_cat=10
split_feature=25 6 4 0 9 18 10 24 2 2 2 9 0 9 24 4 8 15 14 0 25 24 26 0 13 25 2 8 2 24 25 4 4 0 24 0 6 6 10 2 8 19 0 25 2 26 4 5 0
split_gain=1.84884e+06 1.95597e+06 1.91478e+06 701311 684966 886459 808970 616738 862846 6.3279e+06 569365 548526 488045 1.01392e+06 390711 343974 736573 427417 266085 265871 246257 283138 343738 827573 260325 240332 850635 221896 177597 174448 294208 173812 173061 151975 171609 150794 150663 143287 222678 132879 125646 110721 88345.7 78866.4 71310 53910.3 35981.7 32799.7 5276.76
threshold=0 222.67000000000004 891.77550000000008 883.10000000000014 617.48075000000006 66.867000000000019 426.12125000000009 1 52.029000000000003 65.68125000000002 21.825000000000006 299.52325000000002 193.54350000000002 497.3561400000001 2 160.239 427.52750000000009 137.55900000000003 624.17000000000019 316.39255000000009 3 4 2022.5000000000002 438.42500000000007 326.59750000000003 5 1070.9310000000003 34.427500000000002 1070.9310000000003 6 7 88.76400000000001 891.77550000000008 468.98000000000008 8 228.21400000000003 877.0150000000001 31.814000000000004 377.13375000000002 66.795000000000016 427.52750000000009 650.00250000000017 273.37500000000006 9 55.44250000000001 2022.5000000000002 15.056730000000003 27.232500000000005 594.30750000000012
decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 9 1 2 2 2 9 2 2 2 1 9 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=1 3 4 7 5 6 10 8 11 -10 -3 14 25 20 -1 18 17 -17 40 -11 21 22 23 -14 27 26 29 -23 37 30 45 -32 36 34 35 -22 -31 41 39 -39 -9 43 -24 -27 -5 -2 48 -36 -35
right_child=12 2 -4 44 -6 -7 -8 15 9 19 -12 -13 13 -15 -16 16 -18 -19 -20 -21 33 24 42 -25 -26 28 -28 -29 -30 32 31 -33 -34 46 47 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50
leaf_value=0.32993328562192342 0.7877456791170182 0.11310034922453074 3.6919561137323798 0.95715538024902347 2.1770679930982921 -1.0339131158398045 2.3607691560472763 -0.0003320701527990242 6.0879979515075684 0.11962547966581306 1.0790571100349011 1.601417275181523 0.46981116965413094 2.0001448945999147 -0.015251657321007419 0.059846587167420522 2.219747477531433 1.2359986505574652 1.1216468783787319 1.1805754198346821 0.87482871095339465 0.088569378186509284 0.57817243428791276 2.615358861446381 -0.97762285232543944 -0.010804374232180376 2.0819645156860354 0.63034864995790563 -0.75412524136629966 -0.0040118806321559949 0.041964040021127101 0.33885091759518882 -0.87060763898103133 -0.28121369129273954 -0.026358104382081055 0.15168348242407262 0.77315435962677004 0.020934684260366137 1.0540122180093419 0.26692860312205702 -0.58709456293969542 0.72112300539016727 -0.079905897145177804 -0.03131764456139819 1.687820477919145 0.35970306055886403 0.075432196571713406 -0.31597429503997165 -0.42103355978108659
leaf_weight=661 62 130 23 34 29 31 28 2669 21 151 115 27 64 30 648 218 20 36 21 28 42 424 34 25 20 31527 20 92 33 11276 5180 205 23 41 211 92 25 2371 22 242 37 20 51 46340 22 56 21 48 79
leaf_count=661 62 130 23 34 29 31 28 2669 21 151 115 27 64 30 648 218 20 36 21 28 42 424 34 25 20 31527 20 92 33 11276 5180 205 23 41 211 92 25 2371 22 242 37 20 51 46340 22 56 21 48 79
internal_value=0 0.186935 0.90139 0.131965 0.708648 0.568569 0.750535 0.118236 0.280437 0.894838 0.566509 0.19056 -0.0109441 0.183512 0.161459 0.0341691 0.372035 0.226545 0.000346824 0.285584 0.139702 0.259761 0.603449 1.07249 0.139181 -0.0134887 0.0208535 0.185166 -0.0206709 0.0184162 0.0645423 0.0531674 -0.00405268 -0.0243345 0.0762579 0.352067 -0.00229264 -0.0203729 0.0521522 0.0437171 -0.00835506 -0.0228265 0.183325 -0.0230176 1.2442 0.538934 -0.306435 -0.077057 -0.373262
internal_weight=0 4949 356 4593 333 304 273 4537 1536 200 245 1336 98676 1274 1309 3001 274 254 2727 179 1244 710 174 89 536 97402 16847 516 80555 16827 5503 5385 11324 534 393 134 11301 80522 2635 2613 2706 77887 85 77867 56 118 141 259 120
internal_count=103625 4949 356 4593 333 304 273 4537 1536 200 245 1336 98676 1274 1309 3001 274 254 2727 179 1244 710 174 89 536 97402 16847 516 80555 16827 5503 5385 11324 534 393 134 11301 80522 2635 2613 2706 77887 85 77867 56 118 141 259 120
cat_boundaries=0 5 6 7 13 14 20 21 26 27 33
cat_threshold=32768 2 4608 134348800 262176 77 65 9454080 537018928 32 33595392 80 4352 280 1049472 541114528 65714 40932098 1879580692 1024 51 0 536870912 0 0 16 114 12911616 2457993732 277348684 268509184 67112130 12552
is_linear=0
shrinkage=0.01


Tree=158
num_leaves=62
num_cat=15
split_feature=25 6 16 7 5 2 3 0 24 2 2 9 0 9 9 24 9 6 6 21 2 0 25 24 26 0 13 25 2 3 8 6 3 12 3 24 25 3 0 24 0 6 25 25 13 6 5 5 25 24 0 24 19 24 2 2 12 19 5 3 0
split_gain=1.81217e+06 1.91701e+06 1.82219e+06 865019 1.24203e+06 1.02808e+06 741275 687347 604566 845618 6.20198e+06 537592 478333 993746 432833 383052 296434 279228 438214 293498 263659 260581 241357 277504 336897 811104 255145 235874 323684 232629 217480 178391 168984 186808 278245 166344 160588 157963 148950 168194 147793 133327 427827 157494 118081 122511 111333 103476 126835 130880 86587.6 81324.2 73612.7 72120.1 70180.3 68861.7 54011 39482.9 32147 21357.6 10623.7
threshold=0 222.67000000000004 352.21000000000004 483.06600000000009 152.88900000000004 27.141000000000002 108.75750000000001 883.10000000000014 1 52.029000000000003 65.68125000000002 299.52325000000002 193.54350000000002 497.3561400000001 299.52325000000002 2 163.51320000000001 52.247500000000009 60.364000000000011 314.24925000000007 364.96250000000003 316.39255000000009 3 4 2022.5000000000002 438.42500000000007 326.59750000000003 5 883.10000000000014 252.32950000000002 34.427500000000002 665.85000000000014 52.207712000000008 23.151000000000003 242.38250000000002 6 7 60.160000000000004 468.98000000000008 8 228.21400000000003 183.56850000000003 9 10 66.547500000000028 20.424743000000003 678.89998000000014 66.795000000000016 11 12 273.37500000000006 13 650.00250000000017 14 1070.9310000000003 24.189750000000004 101.73250000000002 1.3204065000000005 27.232500000000005 31.803750000000004 883.10000000000014
decision_type=9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 1 9 2 2 1 2 2 9 9 2 2 2 2 9 1 2 1 2 1 2 2 2 2 2 2 2
left_child=1 7 3 4 14 -6 -7 8 9 11 -11 15 27 22 31 -1 -5 19 -19 29 -20 -12 23 24 25 -14 30 28 35 -10 -25 -3 47 44 53 36 55 -9 39 40 -24 43 -43 -37 51 -46 -38 52 49 -49 -26 -34 54 -35 -29 -2 -36 -50 -41 60 -40
right_child=12 2 -4 16 5 6 -8 37 17 10 21 -13 13 -15 -16 -17 -18 18 20 -21 -22 -23 38 26 50 -27 -28 32 -30 -31 -32 -33 33 34 56 41 46 -39 59 58 -42 42 -44 -45 45 -47 -48 48 57 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62
leaf_value=0.32668312665691318 0.21345317958143462 0.0073506202494225846 3.0940853606953342 0.22877118479121816 0.23843675982567572 1.0872280062161961 3.2169636337323624 1.6276250394185385 -0.028340642541541689 6.0271175920395628 0.11842922174377947 1.5854030768076579 0.46511306717991829 1.9801434679031371 1.7086316626412528 -0.01510145666932625 -1.3782671280701957 1.3893563199130927 0.090794394222043814 1.208091756105423 1.1877012046178181 1.1687696974618096 0.8660804278509957 0.087683682533086477 0.57239072126500745 2.5892051979064941 -0.96784661102294922 -0.023146079548447163 1.1011159883226667 0.41692204634348551 0.62404516007589261 0.85616586562125918 0.079217334494305749 0.34082239140634957 1.4343659944534302 0.24910409323547197 -0.030556257834679312 0.51920388412475593 -0.17900261240005491 -0.026094524100493479 0.15016664603482122 0.71694252970814698 -0.087217164024616933 0.036270905299855632 0.77795587800797961 -0.085429651030787715 -0.74354321133006707 0.3609149104777214 -0.023244765389068372 0.033889910462948918 -0.079106843378029618 -0.04910150669106992 0.58344128084182745 -0.025529849441914724 -0.53306131786770294 -0.36272214629433369 0.72381327255912453 0.26850110105105812 -0.31281455362836524 -0.59757433073861255 -0.37335569106207955
leaf_weight=661 363 123 34 22 31 26 44 36 2548 21 151 27 64 30 21 648 24 34 252 20 24 28 42 424 34 25 20 81108 28 123 92 31 1044 105 20 358 4857 20 75 211 92 110 149 6632 42 27 22 231 870 268 51 921 20 106 27 22 23 49 48 21 45
leaf_count=661 363 123 34 22 31 26 44 36 2548 21 151 27 64 30 21 648 24 34 252 20 24 28 42 424 34 25 20 81108 28 123 92 31 1044 105 20 358 4857 20 75 211 92 110 149 6632 42 27 22 231 870 268 51 921 20 106 27 22 23 49 48 21 45
internal_value=0 0.185072 0.892376 0.659897 0.871494 1.75451 2.42592 0.130652 0.117061 0.277653 0.885889 0.188678 -0.0108347 0.181677 0.361866 0.159868 -0.609684 0.0338274 0.318139 0.00120078 0.186178 0.282728 0.138305 0.257163 0.597414 1.06177 0.13779 -0.0133538 0.0271144 -0.00783622 0.183314 0.178216 -0.0193353 0.0654359 0.321134 0.0247328 -0.0180633 1.23176 -0.0240912 0.0754953 0.348547 0.055758 0.278632 0.0475796 0.033505 0.440109 -0.0337021 -0.0216865 0.0630011 0.189395 0.181492 0.0192273 -0.0231662 0.171721 -0.0233158 0.175959 1.0543 -0.00760645 -0.0762864 -0.303371 -0.251885
internal_weight=0 4949 356 322 276 101 70 4593 4537 1536 200 1336 98676 1274 175 1309 46 3001 310 2691 276 179 1244 710 174 89 536 97402 12541 2671 516 154 84861 2288 254 12513 5264 56 534 393 134 7249 259 6990 2034 69 4879 82573 1418 499 85 1965 81155 211 81135 385 43 919 259 141 120
internal_count=103625 4949 356 322 276 101 70 4593 4537 1536 200 1336 98676 1274 175 1309 46 3001 310 2691 276 179 1244 710 174 89 536 97402 12541 2671 516 154 84861 2288 254 12513 5264 56 534 393 134 7249 259 6990 2034 69 4879 82573 1418 499 85 1965 81155 211 81135 385 43 919 259 141 120
cat_boundaries=0 5 6 7 13 14 20 21 26 27 32 36 42 43 44 45
cat_threshold=32768 2 4608 134348800 262176 77 65 9454080 537018928 32 33595392 80 4352 280 1049472 541114496 178 40931586 1879580688 1024 716 0 0 0 2130176 524288 114 0 16384 0 35651584 8192 0 536870912 0 5242882 345092 32 8388672 65536 64 256 1818 865 566
is_linear=0
shrinkage=0.01


Tree=159
num_leaves=61
num_cat=13
split_feature=25 6 11 18 5 4 6 4 6 0 24 2 2 9 0 9 6 1 24 24 5 1 25 24 1 1 1 25 2 1 0 21 3 12 3 24 25 4 3 6 1 24 0 6 13 6 5 4 4 6 24 6 24 11 24 2 23 4 5 0
split_gain=1.77619e+06 1.87883e+06 2.56596e+06 878841 852991 731259 883255 676984 813829 673660 592634 828734 6.07856e+06 526876 468806 973970 393454 387012 427700 375542 295840 265167 236648 275043 303524 283846 276913 231244 317238 223168 183240 174789 165677 183248 272615 163178 273879 170542 163300 162878 158486 158070 143803 142331 115731 120073 101483 130450 169334 101043 95186 90834.6 79721.9 75914 70809.1 68824.1 65344.8 42897.4 35712.4 22550.1
threshold=0 222.67000000000004 675.38900000000001 24.393000000000004 152.88900000000004 29.794374999999999 371.41875000000005 130.27000000000001 448.18200000000007 883.10000000000014 1 52.029000000000003 65.68125000000002 299.52325000000002 193.54350000000002 497.3561400000001 483.06600000000009 38.676010000000012 2 3 370.38000000000005 226.32900000000004 4 5 315.7462000000001 596.10500000000013 285.35875000000004 6 883.10000000000014 7.1670000000000007 468.98000000000008 285.67500000000007 52.207712000000008 23.151000000000003 242.38250000000002 7 8 891.77550000000008 87.520000000000024 877.0150000000001 30.078000000000007 9 228.21400000000003 52.247500000000009 66.547500000000028 20.424743000000003 66.795000000000016 216.15000000000003 303.67750000000007 763.68025000000011 10 87.303500000000014 11 31.34 12 1070.9310000000003 69.938960000000023 15.056730000000003 27.232500000000005 1077.3535000000002
decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 1 9 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 2 1 2 2 2 2 2
left_child=1 9 3 4 7 -6 -7 49 -9 10 11 13 -13 19 27 22 -5 31 51 -1 -20 -14 23 24 29 26 -25 28 35 -16 41 43 46 44 54 36 -2 39 -38 -37 -11 42 -24 -12 52 -46 55 50 -49 -3 -48 -19 -34 -36 -35 56 -29 59 -43 -32
right_child=14 2 -4 16 5 6 -8 8 -10 40 17 12 21 -15 15 -17 -18 18 20 -21 -22 -23 30 25 -26 -27 -28 32 -30 -31 57 -33 33 34 53 37 38 -39 -40 -41 -42 58 -44 -45 45 -47 47 48 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59 -60 -61
leaf_value=0.32346497699718268 0.53216846987605093 0.21503473754477712 4.3632550315856937 0.27686748981475828 2.6658600955260425 2.4953802682803228 0.25199149688084921 0.1108962192684412 2.9294986779349195 1.6971809879426034 -0.050275056957245018 5.9668468089330764 0.070110779033190962 1.569549107198362 0.75417235851287845 1.9603420302073162 -1.7067007093429567 -0.33735721140836189 0.52260002990403487 -0.014952740806939029 -0.52604911475346006 0.98602421481434888 0.86187428284259071 0.16147918676628789 1.6985840673032016 1.3076959815025331 -0.69501000753263142 -0.02314764380280206 1.0901048319680351 -0.049407115722144096 -0.34229475726363484 0.84789078109938165 0.078432677290782307 0.33771053196667977 1.4943436949253084 -0.00085263211319270063 0.045671667742945454 -0.88009348089044748 0.32128688473017525 0.82413655718167622 0.62704737091064455 -0.0080058821772420134 0.15447622398753744 0.23408631425877516 0.77017631576174783 -0.08457535249215585 0.12720374908964655 1.2469070225670225 0.091257952433079478 -0.49941139300664267 -0.038942584766559887 0.29002425563746487 -0.048615765640518109 0.65194785325423521 -0.025296556533410629 -0.52773070370709452 0.18860078080059731 0.078034018561953591 -0.3096864094833533 -0.6861061183611552
leaf_weight=661 118 113 20 20 38 26 54 20 21 31 2244 21 138 27 96 30 20 113 372 648 29 41 42 476 23 20 41 80982 28 54 93 23 1044 105 20 8359 3762 22 228 24 25 215 91 191 42 27 672 21 32 24 693 29 921 23 106 27 146 21 48 24
leaf_count=661 118 113 20 20 38 26 54 20 21 31 2244 21 138 27 96 30 20 113 372 648 29 41 42 476 23 20 41 80982 28 54 93 23 1044 105 20 8359 3762 22 228 24 25 215 91 191 42 27 672 21 32 24 693 29 921 23 106 27 146 21 48 24
internal_value=0 0.183227 0.883452 0.676321 0.864326 1.52365 0.981093 0.42725 1.55457 0.129352 0.115897 0.274896 0.87703 0.186814 -0.0107247 0.17986 -0.714917 0.0334892 0.275214 0.158293 0.435892 0.279901 0.136922 0.254615 0.594535 0.136239 0.0935564 -0.0132186 0.0268505 0.464884 -0.0238813 -0.0197743 -0.019141 0.0647966 0.318047 0.0244928 0.0760534 -0.000797377 0.0612676 0.00150926 1.21944 0.0850249 0.351441 -0.0279699 0.0331714 0.435708 -0.0214692 0.0623989 0.549157 0.0898763 0.0434991 -0.195465 0.0190365 1.04376 0.170153 -0.0229346 -0.0227666 -0.338125 -0.0607554 -0.41282
internal_weight=0 4949 356 336 296 118 80 178 41 4593 4537 1536 200 1336 98676 1274 40 3001 543 1309 401 179 1244 710 173 537 517 97402 12541 150 534 2458 84861 2288 254 12513 4108 8405 3990 8383 56 396 133 2435 2034 69 82573 1418 53 137 1365 142 1965 43 211 81155 81128 138 263 117
internal_count=103625 4949 356 336 296 118 80 178 41 4593 4537 1536 200 1336 98676 1274 40 3001 543 1309 401 179 1244 710 173 537 517 97402 12541 150 534 2458 84861 2288 254 12513 4108 8405 3990 8383 56 396 133 2435 2034 69 82573 1418 53 137 1365 142 1965 43 211 81155 81128 138 263 117
cat_boundaries=0 5 6 7 8 14 15 21 22 27 28 29 30 31
cat_threshold=32768 2 4608 134348800 262176 77 2176 65 9454080 537018928 32 34635776 80 4352 280 1049472 541114496 178 40931586 1879580688 1024 51 0 536870912 0 0 16 114 1806 865 566
is_linear=0
shrinkage=0.01


Tree=160
num_leaves=53
num_cat=7
split_feature=0 4 25 25 26 1 0 0 3 7 1 5 0 0 16 4 8 4 25 25 0 12 4 5 16 3 10 26 4 18 1 1 4 10 26 3 25 5 10 3 26 25 10 26 9 19 1 0 0 25 7 0
split_gain=1.76115e+06 2.50792e+06 1.02898e+06 717770 817556 550845 746422 1.28883e+06 796965 488077 894266 632610 479264 616620 477114 369521 338336 376057 313511 268006 252889 250074 1.02183e+06 265196 263117 249222 245861 222016 366936 201781 169116 166528 164431 153039 146511 219454 191480 106190 310522 192824 105645 103311 108843 131016 102661 78159.2 72807.8 68190.8 187488 53822.5 32646.5 19624.2
threshold=384.83520000000004 891.77550000000008 0 1 2022.5000000000002 352.68673250000012 6.6497500000000009 85.033590000000018 335.00670000000008 99.006000000000014 469.21250000000003 152.88900000000004 468.98000000000008 883.10000000000014 437.65500000000003 371.41875000000005 5.6990000000000007 62.558000000000007 2 3 658.11750000000018 162.43300000000002 189.80565000000004 28.532785500000003 352.21000000000004 233.37814 41.724890000000009 2022.5000000000002 326.59750000000003 358.55500000000006 1070.9310000000003 884.13250000000005 521.79500000000019 1.9914090000000004 2022.5000000000002 888.10000000000014 4 30.282050000000002 13.079500000000001 54.825730000000007 2022.5000000000002 5 377.13375000000002 2022.5000000000002 319.79062500000009 617.48075000000006 35.00500000000001 206.37168000000005 234.07000000000002 6 10.187500000000002 1438.4900000000002
decision_type=2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2
left_child=2 3 5 4 12 21 31 -8 33 18 15 -12 46 20 16 19 17 -6 30 25 -14 24 23 50 27 -11 -18 28 -1 -29 34 40 -17 -9 36 -36 -4 38 39 51 -7 42 45 -44 -21 -20 -2 49 -49 -43 -23 -5
right_child=1 -3 9 37 14 6 7 8 -10 10 11 -13 13 -15 -16 32 26 -19 41 44 -22 22 -24 -25 -26 -27 -28 29 -30 -31 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 47 43 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.23681939960969611 2.3551045831044517 3.4269580972194671 0.12189635862061439 -0.12121435340173645 0.0067042895423041447 -0.047769743163010164 3.4198027453215225 0.4412676531618292 2.2910781459808351 0.23170828332100904 0.43937840165763065 2.6342114047209426 0.73909661147329542 1.9159174304259452 1.6491276035308837 1.428224441594091 -1.0512434300013951 1.5785539154384447 -0.0083770347424882135 0.030182245545426513 -0.36691619067356507 -0.12680772199102169 2.0182063322597079 0.76419046593339812 0.99008689716884068 1.1324584346829039 0.028733470844772627 -0.0058302103114921027 -0.6364158223152161 1.007785849571228 0.68998395367672571 -0.68476231917091046 0.38064400303748341 -0.76738060462474822 -0.0068540599056255962 0.97104194475256878 0.023906961279705256 -0.49694569167920521 1.2574630614689419 0.81437134155860325 0.88355270930698937 -0.14774057570768862 -0.22987701489375187 0.62911415087325229 -0.42355129283208115 0.61694203138351444 1.6105061009834551 1.0661132251648675 -0.12283520499865214 -0.02981228297407839 -0.58505471428686928 0.17438087921142578
leaf_weight=1280 24 28 2640 221 45 29 23 22 20 444 29 24 72 38 20 29 35 23 34329 1215 29 53 36 38 35 33 53 1090 50 20 38 23 31 20 10288 23 8127 35 21 26 21 382 26 56 52 20 29 21 36 42147 22 25
leaf_count=1280 24 28 2640 221 45 29 23 22 20 444 29 24 72 38 20 29 35 23 34329 1215 29 53 36 38 35 33 53 1090 50 20 38 23 31 20 10288 23 8127 35 21 26 21 382 26 56 52 20 29 21 36 42147 22 25
internal_value=0 0.492597 -0.00234434 0.374548 0.669118 0.187006 0.761121 1.39809 0.648094 -0.00763054 0.152977 1.43327 1.13858 0.830067 0.195002 0.115363 0.00857556 0.538359 -0.0106705 0.0888167 0.421529 0.15315 0.551025 0.0836038 0.129197 0.287987 -0.400803 0.116848 0.203991 0.0124331 0.023459 0.0194486 0.886975 -0.134279 0.0222685 -0.00467274 0.0480688 0.0229539 0.0858414 -0.00461469 0.343386 -0.0200284 -0.00714215 0.356751 0.0114697 -0.00801294 1.94768 -0.0304429 0.315198 -0.0309133 -0.261227 -0.0911742
internal_weight=0 724 102772 696 368 2782 158 85 62 99990 1857 53 192 139 176 1804 156 68 98133 1744 101 2624 149 113 2475 477 88 2440 1330 1110 21116 73 60 42 21078 10311 10767 328 293 272 50 77017 34431 82 1267 34349 53 42586 57 42529 75 246
internal_count=103496 724 102772 696 368 2782 158 85 62 99990 1857 53 192 139 176 1804 156 68 98133 1744 101 2624 149 113 2475 477 88 2440 1330 1110 21116 73 60 42 21078 10311 10767 328 293 272 50 77017 34431 82 1267 34349 53 42586 57 42529 75 246
cat_boundaries=0 6 10 16 22 27 33 35
cat_threshold=32768 536870912 0 138543360 262176 32 1081344 512 544 33554432 873464448 2147664512 936 36741162 1074274386 1024 34931712 147968 8 0 8196 4096 1048576 128 640 35651592 16 8733700 276824108 9011286 276894208 75497604 12552 1073741824 2
is_linear=0
shrinkage=0.01


Tree=161
num_leaves=52
num_cat=10
split_feature=0 4 25 2 2 24 13 0 2 24 25 10 2 2 7 1 5 17 4 25 25 2 5 2 25 24 2 1 21 0 0 0 11 1 13 8 4 1 1 4 25 10 5 5 18 19 0 0 0 25 10
split_gain=1.72611e+06 2.45802e+06 1.0085e+06 782141 2.72892e+06 770842 812012 783996 794309 686266 1.28577e+06 541640 514057 1.01178e+06 478364 876470 620022 427021 362167 336914 307285 298952 246247 349544 241595 224872 621972 275249 210378 205616 181739 325286 173213 501838 170346 198378 161159 157874 119193 115675 101259 106677 86918.4 274708 118378 76603.9 66834 183757 55693.9 52785.5 4442.01
threshold=384.83520000000004 891.77550000000008 0 52.029000000000003 56.547000000000004 1 86.632500000000007 468.98000000000008 25.523750000000003 2 3 400.0485000000001 542.8678000000001 414.53600000000012 99.006000000000014 469.21250000000003 152.88900000000004 295.45750000000004 371.41875000000005 4 5 334.93500000000006 421.77600000000007 414.53600000000012 6 7 1070.9310000000003 126.06400000000002 172.78900000000002 883.10000000000014 68.077500000000015 176.94686850000002 52.741000000000007 174.76450000000003 47.471505000000008 153.40400000000002 521.79500000000019 43.933 15.581850000000001 343.82250000000005 8 377.13375000000002 96.745000000000019 102.37750000000001 473.00715000000008 617.48075000000006 206.37168000000005 234.07000000000002 15.175015500000002 9 556.40500000000009
decision_type=2 2 9 2 2 1 2 2 2 1 9 2 2 2 2 2 2 2 2 9 9 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2
left_child=2 5 3 9 -5 6 7 -2 29 10 30 12 13 -6 20 18 -17 19 21 22 25 24 23 -7 -16 42 27 -27 32 -9 48 -32 39 -34 35 -21 -20 -23 -14 -11 41 45 44 -44 -4 -22 49 -48 -1 -42 -43
right_child=1 -3 14 4 11 17 -8 8 -10 28 -12 -13 38 -15 15 16 -18 -19 36 34 40 37 -24 -25 -26 26 -28 -29 -30 -31 31 -33 33 -35 -36 -37 -38 -39 -40 -41 46 50 43 -45 -46 -47 47 -49 -50 -51 -52
leaf_value=0.02908609419489987 2.6211748447137722 3.3926885511193956 -0.024514136653309194 3.7587480926513672 0.25868412641862226 0.38450155719381862 -0.76573171052065758 -0.014499110427557254 2.347818270082827 -0.027733869201145886 1.052737024450302 1.5038197067456369 -0.12746858460562568 2.0201959934002822 0.35330523305335026 0.43498461361589102 2.6078692980607348 1.6111407127380373 1.4139422031928754 -0.11094288880792273 -0.0082932641832653003 1.3207644656608843 -0.4391856994628906 1.6924627121635107 0.014596651292491382 0.038808361766178065 1.7310695968974721 0.29056193872724562 1.0176230592727662 1.078204832810622 0.97801709156410366 -0.37939916222183789 0.016630687317861024 1.612551004457474 0.68692964146534607 -1.1253744379679362 0.37683756151506975 0.24763613847585825 -0.93057742877440019 -0.54245330026414662 -0.14630086300628525 0.42501068915639606 1.2607786910533905 0.065023018627381718 0.7099875380776145 0.610772608757019 1.0554521751403809 -0.12160684704780579 -0.31828587172248146 -0.029514230922652124 0.2777651071548462
leaf_weight=287 34 28 8395 25 346 183 22 51 27 1468 190 39 42 36 237 29 24 20 29 235 34329 29 30 23 1452 11718 22 451 20 26 51 27 93 25 24 21 31 26 33 45 382 42 20 488 22 20 21 36 55 42147 40
leaf_count=287 34 28 8395 25 346 183 22 51 27 1468 190 39 42 36 237 29 24 20 29 235 34329 29 30 23 1452 11718 22 451 20 26 51 27 93 25 24 21 31 26 33 45 382 42 20 488 22 20 21 36 55 42147 40
internal_value=0 0.487671 -0.00232093 0.185136 0.535099 0.370802 0.958581 1.30293 0.871971 0.105313 0.388749 0.372617 0.276081 0.42469 -0.00755427 0.151447 1.41893 0.174212 0.114209 0.121893 -0.0105639 0.0879286 0.390711 0.530536 0.0643024 0.0232251 0.0511338 0.0481387 -0.00175246 0.354466 0.0708769 0.508142 -0.0142632 0.354749 -0.114545 -0.194158 0.878105 0.813467 -0.480836 -0.0430428 -0.0198283 -0.00707073 -0.014911 0.1121 -0.0225943 -0.00793281 -0.0301389 0.312046 -0.0267778 -0.0306046 0.353184
internal_weight=0 724 102772 2782 521 696 160 138 104 2261 610 496 457 382 99990 1857 53 536 1804 516 98133 1744 236 206 1689 21116 12191 12169 1651 77 420 78 1631 118 280 256 60 55 75 1513 77017 34431 8925 508 8417 34349 42586 57 342 42529 82
internal_count=103496 724 102772 2782 521 696 160 138 104 2261 610 496 457 382 99990 1857 53 536 1804 516 98133 1744 236 206 1689 21116 12191 12169 1651 77 420 78 1631 118 280 256 60 55 75 1513 77017 34431 8925 508 8417 34349 42586 57 342 42529 82
cat_boundaries=0 6 7 8 9 15 21 26 27 33 35
cat_threshold=32768 536870912 0 138543360 262176 32 2320 70 32768 1081344 16896 32 0 0 256 873464448 2147664512 936 36741162 1074274386 1024 34604032 16384 8 0 4 2504 8733700 276824108 9011286 276894208 75497604 12552 1073741824 2
is_linear=0
shrinkage=0.01


Tree=162
num_leaves=52
num_cat=10
split_feature=0 4 25 2 2 24 25 24 13 0 2 2 4 15 7 1 7 17 2 2 6 4 25 6 14 25 2 6 3 4 21 25 24 2 1 2 0 8 13 8 0 6 25 10 18 6 19 0 0 25 10
split_gain=1.69175e+06 2.4091e+06 988820 771953 2.28835e+06 869870 1.10585e+06 755502 795853 768395 778502 591484 517731 794745 468962 859001 598062 418523 385022 373136 505823 354941 330210 328168 318899 301173 292985 496468 251901 347874 239469 236988 220397 609595 269772 202217 201525 181444 166956 194430 126160 124917 99247.3 104555 99005.8 96409.9 75079.5 65504.1 180100 51768.5 4353.62
threshold=384.83520000000004 891.77550000000008 0 54.609000000000002 64.657822500000023 1 2 3 86.632500000000007 468.98000000000008 25.523750000000003 15.581850000000001 169.65250000000003 59.840000000000011 99.006000000000014 469.21250000000003 303.79500000000007 295.45750000000004 297.32750000000004 542.8678000000001 303.53610000000003 371.41875000000005 4 169.57550000000003 356.84390000000002 5 334.93500000000006 54.76250000000001 5.423635 95.658810000000017 159.07650000000004 6 7 1070.9310000000003 126.06400000000002 49.990000000000009 883.10000000000014 11.043000000000001 47.471505000000008 153.40400000000002 74.41500000000002 877.0150000000001 8 377.13375000000002 473.00715000000008 48.376050000000006 617.48075000000006 206.37168000000005 234.07000000000002 9 556.40500000000009
decision_type=2 2 9 2 2 1 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2
left_child=2 7 3 5 -5 6 11 8 9 -2 36 40 19 18 25 21 -17 22 -14 20 -6 26 28 -23 30 32 31 -28 37 -30 35 -16 41 34 -34 -7 -11 -9 39 -24 -1 44 43 46 -4 -21 -27 49 -49 -44 -45
right_child=1 -3 14 4 12 24 -8 17 -10 10 -12 -13 13 -15 15 16 -18 -19 -20 45 -22 23 38 -25 -26 42 27 -29 29 -31 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 47 50 -46 -47 -48 48 -50 -51 -52
leaf_value=-0.030065080562961245 2.5949631032873599 3.3587614880289354 -0.018328834420095225 3.5526766188939409 0.20693390904395084 -0.032152267383580006 1.0427360163688659 0.90489024759543057 -0.75807438200170341 -0.014354121077294444 2.3243401426739165 1.8112009177207946 -0.11325466705056338 2.2202299859183179 0.34991521938752973 2.665713320211931 0.50986095920685803 1.5950293197631837 1.2212962841343236 -0.23190878794743466 1.6436991257137723 0.30660405046061467 -0.109833465432233 1.8412941620566627 1.0445216753653117 -0.0082103313446574115 0.029588447628599225 1.968949200673537 -0.63153978174382996 0.5031785303524563 0.98144317709881324 0.014451682427350213 0.038420277732279948 1.7137589558688078 0.28765631355493931 -0.93855702247619632 1.0674228169367863 -0.081094439547994862 0.6800603341062863 -1.1141207100096204 0.44224564590874843 0.75557406879606703 -0.14487516747445475 0.42076057439758663 0.62481897751490278 -1.0723251033964611 0.60466485166549677 1.044897668929327 -0.12039078407817418 -0.02921915865181739 0.27498747587203981
leaf_weight=336 34 28 8880 24 265 1592 190 99 22 51 27 20 52 35 237 22 31 20 37 39 27 38 235 22 28 34329 33 22 44 70 23 1452 11718 22 451 25 26 23 24 21 68 21 382 42 24 21 20 21 36 42147 40
leaf_count=336 34 28 8880 24 265 1592 190 99 22 51 27 20 52 35 237 22 31 20 37 39 27 38 235 22 28 34329 33 22 44 70 23 1452 11718 22 451 25 26 23 24 21 68 21 382 42 24 21 20 21 36 42147 40
internal_value=0 0.482794 -0.00229651 0.183323 0.53985 0.106009 0.424266 0.367094 0.948995 1.2899 0.863251 0.129481 0.387943 0.943603 -0.00747853 0.149952 1.40474 0.172469 0.441559 0.192199 0.339785 0.113088 0.120674 0.869324 -0.0136058 -0.0104584 0.0870704 0.805333 0.386804 0.0652171 -0.0317544 0.0636811 0.0229929 0.0506224 0.0476573 -0.0461659 0.350921 0.719008 -0.1134 -0.192216 0.0494328 -0.0147619 -0.0196303 -0.00700002 -0.0165953 -0.526054 -0.00785348 -0.0298379 0.308926 -0.0302989 0.349652
internal_weight=0 724 102772 2782 500 2282 614 696 160 138 104 424 476 124 99990 1857 53 536 89 352 292 1804 516 60 1668 98133 1744 55 236 114 1640 1689 21116 12191 12169 1617 77 122 280 256 404 8925 77017 34431 8904 60 34349 42586 57 42529 82
internal_count=103496 724 102772 2782 500 2282 614 696 160 138 104 424 476 124 99990 1857 53 536 89 352 292 1804 516 60 1668 98133 1744 55 236 114 1640 1689 21116 12191 12169 1617 77 122 280 256 404 8925 77017 34431 8904 60 34349 42586 57 42529 82
cat_boundaries=0 6 7 8 9 15 21 26 27 33 35
cat_threshold=32768 536870912 0 138543360 262176 32 70 32768 2320 1081344 16896 32 0 0 256 873464448 2147664512 936 36741162 1074274386 1024 34604032 16384 8 0 4 2504 8733700 276824108 9011286 276894208 75497604 12552 1073741824 2
is_linear=0
shrinkage=0.01


Tree=163
num_leaves=49
num_cat=5
split_feature=0 4 1 11 24 26 0 0 9 12 9 10 4 3 1 17 10 6 4 10 10 3 13 26 15 24 11 7 24 0 1 3 4 0 24 12 7 7 22 24 5 23 4 5 1 0 0 22
split_gain=1.65807e+06 2.36116e+06 842415 816251 740467 883640 945792 716737 591780 946914 680999 476543 459088 939466 453084 410194 384212 358287 638458 290489 349034 279797 272313 228001 338951 274212 220432 204426 174802 226085 171991 156522 148059 146169 184089 244342 160167 103226 83400.4 81025.2 110216 97517 78019.4 69890.3 66826.6 37133 32489.2 5044.94
threshold=384.83520000000004 891.77550000000008 122.82375000000002 242.583 0 2022.5000000000002 468.98000000000008 219.99000000000004 145.75200000000004 239.70000000000002 191.37774500000003 255.92650000000003 79.530000000000015 888.10000000000014 190.85750000000002 295.45750000000004 307.63250000000005 448.18200000000007 189.80565000000004 29.656751000000003 48.967500000000008 764.58775000000003 86.632500000000007 2022.5000000000002 102.76300000000002 1 426.67500000000007 329.28675000000004 2 5.423635 29.239750000000004 365.67550000000006 326.59750000000003 12.359700000000002 3 310.81950000000006 134.23250000000004 221.43500000000003 261.87000000000006 4 1083.8250000000003 76.042500000000004 49.373000000000012 359.92750000000007 33.259025000000008 658.11750000000018 658.11750000000018 368.11650000000003
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=2 4 12 8 5 6 -2 16 21 10 -10 -12 33 17 46 23 26 19 -19 37 -21 28 45 25 27 30 42 -25 29 -4 -6 -30 -27 38 35 36 -35 -14 39 41 -41 -1 -5 44 -36 -7 -8 -40
right_child=1 -3 3 7 15 22 14 -9 9 -11 11 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 24 -26 32 -28 -29 31 -31 -32 -33 -34 34 43 -37 -38 -39 47 40 -42 -43 -44 -45 -46 -47 -48 -49
leaf_value=-0.036953703154397159 3.4132380897584169 3.3251740605490552 0.065734465377245629 1.0451013341656437 0.96990069542402102 0.84640419226426344 0.19673458862304688 2.7321315269470214 1.6083755422893324 2.6186888183246957 -0.18934958986740197 1.2679286001409802 0.029917198531401411 2.1815551636435768 2.3060904111862182 1.5790790252685549 1.8355657305036273 -0.43466723260425383 1.8093152710795404 1.0169710593298078 0.2082069974599226 1.2401139949616933 -0.75049365910616783 -0.073433583675324918 1.1575672378540041 0.13966962245332093 -0.48421038448810577 -0.89200799120797059 0.0015875199722757119 0.37730889414733326 0.16160880076579559 -0.80033652839660652 -0.77107826687040781 0.064548840560997342 -0.022513836573979876 1.1566103599185036 0.47825351740544042 0.36871950453900276 0.48335241144895558 -0.010303850188437094 0.57670012593269349 0.64498701822190063 0.23240120660691033 -0.50065150819975757 0.085229601734233551 0.30093204736709595 0.73747755584716801 0.29038492611476352
leaf_weight=14414 23 28 700 27 81 26 20 20 38 22 113 28 2076 22 20 20 21 21 32 64 321 21 22 200 20 119 24 36 921 349 39 25 21 3715 4370 21 96 94 20 74389 32 21 21 29 663 24 25 42
leaf_count=14414 23 28 700 27 81 26 20 20 38 22 113 28 2076 22 20 20 21 21 32 64 321 21 22 200 20 119 24 36 921 349 39 25 21 3715 4370 21 96 94 20 74389 32 21 21 29 663 24 25 42
internal_value=0 0.477966 -0.00227234 0.185705 0.363423 0.939505 1.67043 1.01475 0.143449 0.66087 0.420245 0.100039 -0.00663294 0.123746 1.05375 0.170745 0.645419 0.106387 0.92019 0.0895062 0.342651 0.0918606 0.176639 0.119467 -0.0923737 0.328049 0.298293 -0.198301 0.0797737 0.167795 0.652805 -0.0193999 0.00285361 -0.0101386 0.0285139 0.0806872 0.0749702 0.0445934 -0.0140048 -0.0142607 -0.0100501 -0.0359367 0.689545 -0.0111193 -0.00832073 0.584578 0.497147 0.352633
internal_weight=0 724 102772 2330 696 160 88 113 2217 201 179 141 100442 2630 65 536 93 2608 53 2555 385 2016 72 516 256 260 72 236 1995 1049 120 946 140 97812 8894 3832 3811 2170 88918 88856 74421 14435 48 5062 5033 50 45 62
internal_count=103496 724 102772 2330 696 160 88 113 2217 201 179 141 100442 2630 65 536 93 2608 53 2555 385 2016 72 516 256 260 72 236 1995 1049 120 946 140 97812 8894 3832 3811 2170 88918 88856 74421 14435 48 5062 5033 50 45 62
cat_boundaries=0 1 2 3 4 5
cat_threshold=2320 554 373 1318 2176
is_linear=0
shrinkage=0.01


Tree=164
num_leaves=62
num_cat=12
split_feature=25 0 4 24 3 10 3 2 2 1 4 0 9 1 0 7 24 0 0 14 13 24 8 3 0 25 24 25 0 2 25 2 1 8 8 2 2 3 0 24 1 2 2 4 0 24 1 4 1 0 25 25 1 2 0 2 0 23 0 3 3
split_gain=1.64493e+06 2.12351e+06 2.34959e+06 1.34117e+06 1.161e+06 965932 845961 461233 1.81292e+06 4.09446e+06 401149 392039 361610 332786 305847 394267 320626 425925 443994 318308 303564 288861 282284 268907 261976 205136 279514 218684 511066 201708 174667 217071 206289 164126 203094 155503 135332 131061 183105 137697 130462 128065 126518 133909 119282 98200 97635.9 203298 92319.6 81557.2 75685.3 75301.7 74883.7 63288.3 59865.4 54490.2 77778.3 49707.3 31460.1 29385.5 18338.1
threshold=0 384.83520000000004 891.77550000000008 1 5.0070000000000006 901.21050000000014 1449.0631000000001 50.853000000000009 55.44250000000001 11.827700000000002 1085.2750000000003 658.11750000000018 497.3561400000001 174.76450000000003 12.359700000000002 65.637375000000006 2 120.13000000000001 153.06750000000002 808.55215250000015 1.2610000000000003 3 63.932000000000009 190.99500000000003 538.27200000000016 4 5 6 29.239750000000004 364.96250000000003 7 315.17050000000006 23.492960500000006 218.21600000000004 248.12265000000002 440.02900000000005 252.70150000000004 205.81150000000002 2.6275000000000004 8 61.114000000000011 749.57248000000016 96.045350000000013 201.55000000000004 56.897000000000013 9 190.85750000000002 184.12550000000002 242.38250000000002 68.077500000000015 10 11 884.13250000000005 542.8678000000001 367.42525000000006 233.37814 234.07000000000002 37.690000000000005 594.30750000000012 35.217375000000011 34.652820000000013
decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 9 1 9 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 11 6 7 10 9 -9 13 -3 -10 -1 19 25 17 40 -19 30 -20 22 24 -6 -5 26 27 28 -16 -25 31 33 41 52 -35 42 45 51 39 -39 60 -33 50 -44 -42 -28 58 -48 -24 -29 -27 57 -2 -53 55 56 -18 -32 -23 -38 -17
right_child=14 2 -4 21 23 -7 -8 8 12 -11 -12 -13 -14 -15 15 16 54 18 20 -21 -22 46 48 29 -26 35 36 49 -30 -31 37 32 -34 34 -36 -37 59 38 -40 -41 44 -43 43 -45 -46 -47 47 -49 -50 -51 -52 53 -54 -55 -56 -57 -58 -59 -60 -61 -62
leaf_value=0.033947322261345218 0.015062867737448856 3.4434590993608749 3.8449324623107914 0.21318875678380331 -0.15520278282165528 1.7627550762721469 2.1015235537574406 5.3224151015281675 0.15840845366874071 -0.77859729506752717 1.3481545654932656 1.7981826864878339 1.1063347911834718 0.3471042433637001 1.8086197798592705 -0.045370660913524347 0.036773898000125406 2.3319386838830036 0.22251711085092191 0.8990809729224758 1.6458241578807002 -0.22334913400503303 -0.57109186605973672 0.52547827720642093 1.4561638340583216 -0.16103011899026995 -0.082041197928523324 0.028308333880378039 0.34205328601437646 1.8852543373107908 -0.0097438337420373642 0.45196241726950998 -0.41551589386803761 1.1894596824884416 0.17969905123418692 -0.71696462853749598 0.28771444082260134 0.39416376899270456 1.0880541157722474 -0.0095804123251469111 1.1671035888671875 1.3103807385762534 0.15608833598257121 1.0083132638931276 0.25718333861407111 0.096130563170426148 0.85132517147064213 -0.57450135803222657 0.36764807558059692 0.46165545691594939 0.003402324766406924 -0.028901907363444456 0.62777193737030035 -0.59154530858993537 -0.37136973271003137 0.56642095272357651 0.56486056604693013 0.15883875877850437 -0.67478049240614246 0.78596797219638159 0.24562240660190582
leaf_weight=5657 7536 28 25 30 25 35 21 22 962 22 24 30 42 361 35 67 278 23 43 38 23 26 22 24 39 283 415 127 74 20 28034 63 21 25 98 30 20 109 20 298 25 24 236 20 34 1147 20 20 20 66 6267 50144 20 20 26 26 31 176 38 29 32
leaf_count=5657 7536 28 25 30 25 35 21 22 962 22 24 30 42 361 35 67 278 23 43 38 23 26 22 24 39 283 415 127 74 20 28034 63 21 25 98 30 20 109 20 298 25 24 236 20 34 1147 20 20 20 66 6267 50144 20 20 26 26 31 176 38 29 32
internal_value=0 0.143471 0.885517 0.669186 1.43649 0.105562 0.0974056 0.0914696 0.285133 2.27191 0.0578782 2.59245 0.198063 0.0527326 -0.0100835 0.0442293 0.290467 0.559528 1.13547 -0.0159513 0.718518 0.142501 0.479132 0.672993 0.91574 0.0271174 0.118347 0.393199 0.744652 1.14356 -0.0163529 0.0288076 0.474046 0.0225832 0.384935 0.00141232 0.0647149 -0.0208166 0.153901 0.107997 0.270518 0.688767 0.00458091 0.222668 0.642743 0.0488832 -0.227301 0.138412 -0.124073 0.167805 -0.00394281 -0.0217711 0.0166846 -0.0291204 0.0884236 0.126749 0.0897535 -0.00868898 -0.491387 0.582599 0.0486877
internal_weight=0 7513 367 342 127 7146 7111 7090 1048 44 6042 58 1004 6018 95983 9357 608 247 89 86626 66 215 111 69 69 8749 1913 302 109 44 86588 7787 108 7679 123 6836 1611 78801 427 407 158 87 6806 256 59 1562 104 40 42 193 6550 78374 7556 50164 361 335 309 28210 64 49 99
internal_count=103496 7513 367 342 127 7146 7111 7090 1048 44 6042 58 1004 6018 95983 9357 608 247 89 86626 66 215 111 69 69 8749 1913 302 109 44 86588 7787 108 7679 123 6836 1611 78801 427 407 158 87 6806 256 59 1562 104 40 42 193 6550 78374 7556 50164 361 335 309 28210 64 49 99
cat_boundaries=0 6 7 8 9 14 15 18 24 25 26 31 37
cat_threshold=1081344 536870912 512 172097792 262192 32 2864 3392 1035 71303172 520 65640 1024 8192 1026 67108864 512 64 268435968 180352 524680 269525546 1074274306 1024 2113 2177 1082130432 4325504 524288 4096 256 545342596 2428764708 8388630 10555392 75497676 8456
is_linear=0
shrinkage=0.01


Tree=165
num_leaves=51
num_cat=9
split_feature=0 11 6 25 25 24 2 0 10 1 24 9 2 3 12 7 3 0 5 8 4 26 6 24 0 0 7 10 25 0 25 1 6 1 0 7 19 0 0 1 3 11 25 24 3 3 3 0 9 1
split_gain=1.78868e+06 2.15992e+06 2.06137e+06 990379 819582 578010 768459 1.17422e+06 602206 445972 532221 441971 406247 375001 361336 467959 360774 358941 302512 299581 400712 287333 261816 246755 207619 691359 284443 201006 199465 170196 168037 176609 158668 147195 206737 143906 141209 140950 118246 115395 110779 100626 98364.5 126129 98957.5 88984.9 87653.3 48125.7 47715.6 27674.1
threshold=262.14225000000005 620.32400000000007 344.61250000000007 0 1 2 364.96250000000003 748.92250000000013 426.12125000000009 165.05000000000004 3 384.29599999999999 1070.9310000000003 8.0935000000000006 172.78900000000002 169.65250000000003 1077.3535000000002 335.27750000000009 263.89280000000008 617.48075000000006 20.716000000000005 2022.5000000000002 156.27500000000003 4 28.772400000000001 29.239750000000004 371.89150000000006 901.21050000000014 5 212.52070000000001 6 147.52500000000003 255.31490000000005 13.770262500000003 468.98000000000008 3.1373300000000004 650.00250000000017 212.52070000000001 1077.3535000000002 151.82000000000002 6.6572445000000009 91.254000000000019 7 8 365.67550000000006 123.21700000000001 76.987500000000011 538.27200000000016 29.656751000000003 756.19086000000004
decision_type=2 2 2 9 9 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2
left_child=4 3 -3 5 9 17 8 13 18 12 28 14 16 -8 15 -12 19 -2 -7 21 -21 -1 48 39 27 -26 30 36 29 35 31 -27 49 38 40 -11 42 -32 46 45 -35 -16 43 -6 -44 47 -25 -5 -19 -30
right_child=1 2 -4 23 24 6 7 -9 -10 10 11 -13 -14 -15 41 -17 -18 22 -20 20 -22 -23 -24 33 25 26 -28 -29 32 -31 37 -33 -34 34 -36 -37 -38 -39 -40 -41 -42 -43 44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.082630200821510763 0.94468120574951175 0.54072319196618124 4.9304086647033696 -0.10783042760399299 0.091130573023920469 0.55233537237071462 2.1004205350875855 3.6392539687383745 2.2431952552795411 0.33209534570094079 0.39124452932309745 1.6200413414090873 1.0301557540893556 0.48023397808074952 -0.99941786098480223 1.5217180341482164 1.0316748042364379 -0.30035387198130292 -0.40933593882454766 0.25896003637681991 1.8691907606124878 -0.0026460888755593008 -1.3500083566748577 -0.10321547926826911 1.454576973761831 0.077995166068434707 1.1767006791721693 0.9157775886162467 -0.26280574406392476 1.0763706761314755 -0.04715029766995267 0.48851468510724405 0.58634043346751819 1.2111270492417472 -0.16614515612202307 -0.2376521422215265 0.80070695286705384 0.43025395974516867 0.75901440575009305 -0.74861203386976916 0.40353536324067552 -0.0083080019269670766 -0.019100691444448776 -0.2810467245796216 0.22754207176664856 0.34241514969617132 0.58030465898059658 -0.43627757603781564 0.30884336233139037 -0.61325395143949069
leaf_weight=7873 24 23 20 123 128 358 20 21 20 124 433 32 42 50 20 40 37 36 36 68 20 7932 23 176 35 1875 22 23 169 21 1835 111 22 35 31 69 21 64 21 37 33 21 80765 297 163 32 21 70 20 26
leaf_count=7873 24 23 20 123 128 358 20 21 20 124 433 32 42 50 20 40 37 36 36 68 20 7932 23 176 35 1875 22 23 169 21 1835 111 22 35 31 69 21 64 21 37 33 21 80765 297 163 32 21 70 20 26
internal_value=0 0.380741 2.58244 0.300982 -0.00288649 0.578147 0.719045 1.56532 0.550396 0.0606093 0.268048 0.471144 0.0479583 0.943144 0.408784 0.486845 0.0453687 -0.115166 0.464467 0.0430725 0.624922 0.0398329 -0.451722 -4.8461e-05 -0.0155025 0.0553727 0.0428382 -0.0189369 -0.000167063 0.211543 0.0364174 0.100434 -0.209072 0.185062 0.510663 0.128403 -0.0192011 -0.0308981 0.045687 -0.222588 0.819208 -0.491776 -0.0194127 -0.169438 -0.0186016 -0.145979 -0.0303529 -0.226956 -0.0827834 -0.309532
internal_weight=0 1230 43 1187 102288 608 505 91 414 16949 977 546 15972 70 514 473 15930 103 394 15893 88 15805 79 579 85339 3942 3907 81397 431 214 3885 1986 217 317 99 193 81374 1899 218 262 68 41 81353 425 80928 225 197 193 56 195
internal_count=103518 1230 43 1187 102288 608 505 91 414 16949 977 546 15972 70 514 473 15930 103 394 15893 88 15805 79 579 85339 3942 3907 81397 431 214 3885 1986 217 317 99 193 81374 1899 218 262 68 41 81353 425 80928 225 197 193 56 195
cat_boundaries=0 6 11 12 13 14 18 24 28 29
cat_threshold=78676480 0 512 33554432 64 256 269517696 536920192 4778 174227754 604774432 1152 3720 427 32768 0 32 33554432 56951812 2199912448 8454208 1024 268435524 12288 1073741824 0 0 1048576 3201
is_linear=0
shrinkage=0.01


Tree=166
num_leaves=36
num_cat=0
split_feature=0 11 6 3 3 2 1 2 4 4 2 26 3 7 11 11 3 12 9 1 26 0 3 7 7 0 7 0 5 15 2 20 4 3 5
split_gain=1.75309e+06 2.11694e+06 2.02035e+06 632079 576338 737622 546056 412504 536546 311943 345948 344617 291976 299026 289864 639835 530770 313741 862177 254840 452425 693327 269184 239972 233286 194984 241509 217932 165578 156166 201920 158003 155228 57246.2 14547.1
threshold=262.14225000000005 620.32400000000007 344.61250000000007 1449.0631000000001 335.00670000000008 658.86750000000018 122.82375000000002 233.37814 449.81750000000005 229.75969200000003 284.91500000000008 2022.5000000000002 252.32950000000002 228.79300000000003 561.29150000000016 242.583 96.595000000000013 239.70000000000002 136.71864000000002 262.64538500000009 2022.5000000000002 658.11750000000018 27.936450000000004 99.006000000000014 89.186000000000021 28.148500000000002 552.55750000000012 29.239750000000004 897.08550000000014 307.15000000000003 512.13625000000013 38.142422500000009 1085.2750000000003 354.51980000000003 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 -3 6 19 9 7 25 12 11 -11 -6 13 -9 15 17 -17 23 -19 29 21 22 -21 -8 -22 28 27 -27 32 30 31 -2 -1 -14 -30
right_child=1 2 -4 -5 5 -7 14 8 -10 10 -12 -13 33 -15 -16 16 -18 18 -20 20 24 -23 -24 -25 -26 26 -28 -29 34 -31 -32 -33 -34 -35 -36
leaf_value=-0.01269611332534697 0.13180774121249847 0.535315925764001 4.8811046829223628 1.2385281885542521 1.8352052018719334 2.6704240694046018 0.073941401060806419 0.045741425787098708 1.5096576876025045 -0.73910411176670876 0.83285469191414974 0.42265345108814728 1.1967052087783814 0.90721292495727546 -0.84171779303715144 1.9256070339357529 0.2317867645057472 -0.029010009067814525 2.4249371227351104 2.0620442292748429 -0.54525542949375361 -0.52510776292710082 0.76132551339956434 0.42131285413097375 0.65768779788698473 0.46655679702262087 1.1459316067695617 0.035688322168809752 0.59859774089994888 1.0023392740885417 -0.86352391624450686 1.031332530260086 0.52361104188142005 0.58143006880617432 0.29392684783935547
leaf_weight=93565 826 23 20 41 31 20 1838 640 31 28 28 39 20 43 29 37 37 41 22 41 38 21 26 223 28 120 20 5398 42 21 20 20 54 62 25
leaf_count=93565 826 23 20 41 31 20 1838 640 31 28 28 39 20 43 29 37 37 41 22 41 38 21 26 223 28 120 20 5398 42 21 20 20 54 62 25
internal_value=0 0.376933 2.55661 -0.00285781 0.297973 0.886359 -0.0033556 -0.00680394 0.219933 0.603174 0.0468753 1.04821 0.16767 0.0999776 0.151518 0.164622 1.0787 0.132776 0.827924 0.215452 0.590952 1.06035 1.55729 0.111527 -0.0349159 -0.00862288 0.0490341 0.0450584 -0.0120311 0.150258 0.129595 0.153073 -0.0123868 0.731497 0.484915
internal_weight=0 1230 43 102288 1187 146 102247 100020 796 126 56 70 765 683 2227 2198 74 2124 63 1041 154 88 67 2061 66 99224 5538 5518 93686 887 866 846 93619 82 67
internal_count=103518 1230 43 102288 1187 146 102247 100020 796 126 56 70 765 683 2227 2198 74 2124 63 1041 154 88 67 2061 66 99224 5538 5518 93686 887 866 846 93619 82 67
is_linear=0
shrinkage=0.01


Tree=167
num_leaves=52
num_cat=5
split_feature=0 11 6 1 24 10 1 15 24 10 2 6 2 4 6 1 8 1 10 6 8 2 2 14 6 24 26 2 10 26 0 4 16 15 2 12 12 11 6 0 0 24 5 2 2 4 17 24 13 1 2
split_gain=1.7182e+06 2.07481e+06 1.98014e+06 608578 570133 926985 553005 495533 410412 436099 386334 413905 531743 391092 367834 388070 291195 280855 274755 271339 505779 722096 285578 421824 466588 263095 765733 641726 227256 205369 290626 201745 756614 208406 195730 173449 621995 171181 161828 159283 154505 152905 108289 256876 122472 103965 114816 87694.4 83870.9 41587.2 10727.7
threshold=262.14225000000005 620.32400000000007 344.61250000000007 122.82375000000002 0 426.12125000000009 8.0935000000000006 53.312450000000005 1 619.25400000000013 233.37814 76.50500000000001 440.02900000000005 160.239 448.18200000000007 542.71780000000012 1468.3681000000001 511.45025000000004 4.5710000000000006 194.48100000000002 104.02000000000001 111.58832500000001 440.02900000000005 35.490500000000004 31.155100000000008 2 2022.5000000000002 440.02900000000005 173.18724 2022.5000000000002 1077.3535000000002 77.982250000000008 437.65500000000003 53.312450000000005 27.903750000000002 239.70000000000002 522.5150000000001 31.34 255.31490000000005 883.10000000000014 16.660407500000005 3 39.87850000000001 512.13625000000013 252.70150000000004 483.06600000000009 77.902470000000008 4 59.170000000000009 28.772400000000001 658.86750000000018
decision_type=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 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2
left_child=3 4 -3 10 14 6 29 17 19 35 16 25 13 18 15 34 31 -8 -13 22 21 -21 23 28 -25 26 27 -12 -5 30 -6 40 33 -33 39 45 -37 -28 -14 -2 47 -42 44 -44 -27 46 -10 -1 -31 -36 -24
right_child=1 2 -4 8 5 -7 7 -9 9 -11 11 12 38 -15 -16 -17 -18 -19 -20 20 -22 -23 50 24 -26 42 37 -29 -30 48 -32 32 -34 -35 49 36 -38 -39 -40 -41 41 -43 43 -45 -46 -47 -48 -49 -50 -51 -52
leaf_value=-0.03672014022637763 0.233359527426797 0.52996279177458394 4.8322935180664066 0.27874808448788368 0.25520203073819475 1.9718816290403667 0.41318319571078121 1.9419635864893596 -0.021859925912391373 1.5029920740127563 0.39259677223537282 0.33339201756012748 0.60281798076629645 2.444663277775049 -1.1138398538786789 1.1077603641152383 1.142115823138844 1.2515409759521485 1.7521448126293364 0.35086997492560024 -0.10194780987501144 2.645924553504357 -0.39083359805020423 0.43153798709044588 2.270533223802393 0.48550979712070563 -0.25757293434704054 2.7548460214034374 -0.51368113693438078 0.016953843674569761 1.3895315315246584 0.039440369414766141 1.9720954581669399 0.4028715592833127 -0.67435431186969463 1.4707450310885906 -0.65889815807342533 0.79487333679199224 -0.56644210157723263 -0.51133967063006236 -0.023253421009745777 0.071310490634118123 -0.056057594452264173 1.1423008448989302 -0.10043447858551473 -0.60293185850669595 0.40185893177986148 -0.0099342467920455323 -0.63173165678977972 -0.25205614778502233 -0.71083544540405275
leaf_weight=14596 185 23 20 760 234 38 199 30 1074 20 23 39 20 20 29 32 22 50 21 29 35 26 22 37 22 39 68 23 38 212 25 2196 21 170 39 32 24 20 29 34 2822 4322 53 27 418 29 68 75103 22 58 20
leaf_count=14596 185 23 20 760 234 38 199 30 1074 20 23 39 20 20 29 32 22 50 21 29 35 26 22 37 22 39 68 23 38 212 25 2196 21 170 39 32 24 20 29 34 2822 4322 53 27 418 29 68 75103 22 58 20
internal_value=0 0.373164 2.53105 -0.00282924 0.294993 0.441637 0.372035 0.727812 0.160334 0.0379268 -0.00647567 0.212398 0.731164 1.23363 -0.0309719 0.0583771 -0.00823986 0.581528 0.829955 0.311144 0.83779 1.4358 0.261882 0.301339 1.11727 0.112665 0.491484 1.57372 0.241013 0.170693 0.364693 -0.0084949 0.0823264 0.0655533 -0.0478896 0.0143554 0.558041 -0.0183806 -0.0891931 0.117744 -0.0107335 0.0340234 0.00881964 0.348388 -0.0504305 -0.0116449 0.00337027 -0.0142981 -0.0440337 -0.421846 -0.543215
internal_weight=0 1230 43 102288 1187 810 772 279 2236 1247 100052 800 129 80 377 348 99252 249 60 989 90 55 899 857 59 671 134 46 798 493 259 99230 2387 2366 316 1227 56 88 49 219 96843 7144 537 80 457 1171 1142 89699 234 97 42
internal_count=103518 1230 43 102288 1187 810 772 279 2236 1247 100052 800 129 80 377 348 99252 249 60 989 90 55 899 857 59 671 134 46 798 493 259 99230 2387 2366 316 1227 56 88 49 219 96843 7144 537 80 457 1171 1142 89699 234 97 42
cat_boundaries=0 1 2 3 4 5
cat_threshold=1161 311 1041 2697 2176
is_linear=0
shrinkage=0.01


Tree=168
num_leaves=53
num_cat=11
split_feature=0 17 25 24 9 25 6 1 24 2 5 12 8 1 3 1 0 25 7 8 4 26 0 7 24 7 8 2 26 4 25 24 15 19 25 2 2 1 9 8 1 25 24 0 26 3 7 8 0 6 0 1
split_gain=1.68401e+06 2.03435e+06 988016 1.05318e+06 1.72965e+06 792367 701786 484257 549746 456475 385959 632636 1.10501e+06 399530 362471 342675 444972 315236 410125 299150 394183 328344 232336 241144 230226 290504 307934 212889 465359 171295 158819 139070 221229 137619 116148 123582 140612 115517 115100 112014 91297.2 88921.5 117368 88114 222852 76814.7 69761.6 66996.9 61295.5 57688.2 53535.5 33249.7
threshold=262.14225000000005 423.27250000000009 0 1 299.52325000000002 2 483.06600000000009 165.05000000000004 3 1070.9310000000003 616.44275000000005 197.75160000000002 111.70815 542.71780000000012 1077.3535000000002 511.45025000000004 468.98000000000008 4 52.69700000000001 617.48075000000006 6.9525000000000015 2022.5000000000002 16.923276000000005 394.58800000000002 5 91.344500000000025 54.047500000000007 165.38000000000002 2022.5000000000002 257.54600000000011 6 7 197.48460000000003 650.00250000000017 8 1070.9310000000003 284.91500000000008 151.82000000000002 32.683000000000007 172.50050000000002 156.08950000000002 9 10 212.52070000000001 2022.5000000000002 123.21700000000001 45.143500000000003 33.260025000000006 58.083000000000006 79.689000000000007 538.27200000000016 205.14500000000004
decision_type=2 2 9 1 2 9 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 15 7 17 9 27 14 11 13 -13 -10 19 16 -2 29 -19 21 -21 -1 33 30 25 38 -27 46 48 -5 31 39 -33 34 35 36 -7 45 40 -24 -4 42 -36 51 -45 50 49 -43 -29 -9 -26 -32
right_child=1 -3 24 6 -6 22 -8 8 10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 37 26 -28 28 -30 -31 43 32 -34 -35 41 -37 -38 -39 -40 -41 -42 47 -44 44 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.094482012062348686 1.0538158691604183 2.9866043975435459 0.069073008356640528 0.080675852385962893 3.0874980264096652 -0.0032881659522990599 -1.4589213522275291 -0.18159795691458025 0.30592765348757761 1.1195693387985231 -0.84029665129525333 3.4211767950057981 0.17344047719782052 1.0362774153377698 1.0515666506025527 1.6507543532912798 0.1190227241905368 0.33899264118589201 1.4941760860345303 0.25673914924500479 1.8681363081932068 -0.0087101821492598704 -0.0060456149917902857 1.0890093224698847 -0.078382000241960792 0.13949963399342127 1.8732887809872629 0.77087820711590005 -0.39863781284641575 -0.8798592233657837 -0.031511701262963501 0.11561085572325168 1.1228349443999204 0.79127256665910994 0.078803976055578137 -0.76889070874168763 0.2711018126568896 -0.72866786784595916 -0.54844644564848677 0.49411036968231203 0.57660959879557294 -0.027497739542943732 -0.27850895981710466 -0.23201155223846434 1.1653471247355145 0.31180199676752091 -0.58564510403452696 0.049796396907627008 1.5444162025451662 0.2993741084789408 -0.42166020047837405 -0.35131300984006941
leaf_weight=6140 106 29 227 82 37 28336 24 178 403 40 21 20 22 92 36 37 98 145 39 63 20 6194 1685 22 133 21 20 21 37 24 2193 2482 22 21 131 21 188 36 26 46 42 52248 295 25 21 35 37 1146 20 29 69 33
leaf_count=6140 106 29 227 82 37 28336 24 178 403 40 21 20 22 92 36 37 98 145 39 63 20 6194 1685 22 133 21 20 21 37 24 2193 2482 22 21 131 21 188 36 26 46 42 52248 295 25 21 35 37 1146 20 29 69 33
internal_value=0 0.369432 0.306237 0.592351 1.0371 -0.00280094 0.178739 0.0689367 0.295722 0.0530173 0.48102 0.541649 1.71998 0.441669 0.0495915 0.765339 0.604749 0.320433 0.553746 0.0466865 0.645028 0.04266 -0.0135967 0.0438233 0.0180848 0.190846 0.98525 -0.0391093 0.414451 -0.12501 0.0402896 0.07637 0.123965 -0.0181488 -0.0183552 -0.00204353 -0.00147968 -0.193775 0.086907 0.00720403 0.148317 -0.0270011 -0.169344 -0.0271808 0.405913 -0.120702 -0.185703 -0.0258339 1.14821 -0.114215 -0.19564 -0.0362527
internal_weight=0 1230 1201 592 278 102288 314 13373 880 12493 558 537 42 495 12453 241 204 290 184 12417 83 12334 88915 6529 609 336 41 322 78 106 6507 4235 2504 82386 82365 28545 28524 273 295 1731 269 53820 426 2272 46 237 244 53394 41 207 202 2226
internal_count=103518 1230 1201 592 278 102288 314 13373 880 12493 558 537 42 495 12453 241 204 290 184 12417 83 12334 88915 6529 609 336 41 322 78 106 6507 4235 2504 82386 82365 28545 28524 273 295 1731 269 53820 426 2272 46 237 244 53394 41 207 202 2226
cat_boundaries=0 6 7 12 13 17 18 24 25 31 35 36
cat_threshold=78675968 0 512 33554432 64 256 2357 269517184 536920192 4778 174227754 604766240 2696 1048576 0 512 33554432 3668 103089668 2199912960 8454208 67109888 268443716 12288 2697 75499008 2420245008 17301844 75575808 8413250 13576 1073741824 0 0 1048576 3201
is_linear=0
shrinkage=0.01


Tree=169
num_leaves=51
num_cat=9
split_feature=2 16 25 25 18 3 4 1 9 1 1 7 26 5 5 3 15 25 9 16 25 2 6 4 20 7 22 6 4 2 26 25 7 2 3 2 25 25 3 5 18 1 25 14 25 9 1 13 9 26
split_gain=1.4731e+06 4.7405e+06 1.08426e+06 907856 822188 709208 884730 580799 674771 651919 704515 411390 384428 355280 377177 333533 328911 318112 303828 278983 258750 511957 237033 231190 452152 224109 217672 213808 321869 198445 574666 191863 208400 189858 171944 171536 167779 159051 151905 89906.9 88308.5 80769.7 74672.7 67002.1 63240.3 61368.5 30878.2 26767.8 18602.6 933.179
threshold=364.96250000000003 352.21000000000004 0 1 166.33925000000002 472.9221300000001 106.765 180.57000000000002 252.70150000000004 352.68673250000012 596.10500000000013 123.45 2022.5000000000002 678.89998000000014 343.26000000000005 104.11725000000001 153.48669000000004 2 384.29599999999999 925.3130000000001 3 54.609000000000002 143.41900000000001 81.524400000000014 226.99500000000003 276.983 256.78250000000003 111.55832500000001 117.54253850000002 1070.9310000000003 2022.5000000000002 4 288.97500000000008 32.581660000000007 285.15000000000003 227.56250000000003 5 6 888.10000000000014 678.89998000000014 368.06200000000007 66.760000000000019 7 624.17000000000019 8 44.929500000000004 198.54500000000004 75.999300000000019 109.53250000000001 2022.5000000000002
decision_type=2 2 9 9 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 9 2 2 2 2 9 9 2 2 2 2 9 2 9 2 2 2 2 2
left_child=3 2 4 7 5 16 -7 12 13 33 -11 -8 15 14 25 20 18 -14 -2 26 21 -1 29 37 31 -9 -19 36 -29 34 -31 32 35 -10 46 -25 -17 38 40 42 41 -5 49 -44 -22 47 -4 -33 -47 -39
right_child=1 -3 22 23 -6 6 11 8 9 10 -12 -13 17 -15 -16 27 -18 19 -20 -21 44 -23 -24 24 -26 -27 -28 28 -30 30 -32 45 -34 -35 -36 -37 -38 39 -40 -41 -42 -43 43 -45 -46 48 -48 -49 -50 -51
leaf_value=0.14345692413018676 0.58837637126936349 4.6402714333167445 -0.19468542771291006 0.0021804159460948468 -1.2984286565780638 3.4259678540910996 -0.12452210712432862 0.18409116689206623 0.9599302780628205 3.4173001420497897 0.85104182036026677 1.8794604873657228 0.41449401876428627 -1.0428359985351563 1.3210515955722693 0.036061473410380518 1.7264838268445886 -0.01849562833495277 -0.56935536041259771 1.1401119068690708 -0.09205678501432496 0.76703934831399456 -0.88934978802998854 0.12505670423463097 1.5961437950134276 0.98400597546551682 1.0015276236761184 0.24703060951083899 1.8529810583591462 1.7229800216011379 -0.31182966668265205 -0.080922297425393211 0.8994104465685393 -0.4179590774774552 0.66889516084090517 1.0386905502137684 0.50810505513221993 -0.18505293854077656 0.8784979885816574 0.57667768225669858 0.65480954874129527 0.094188097953108174 -0.022647333868362044 0.52931131403554565 0.056065542858937251 0.50901355407454751 -0.54958446119512827 0.25925657947858172 0.12617386595408123 -0.22465695769099867
leaf_weight=1987 243 26 197 22688 20 21 20 656 20 20 23 21 172 21 33 142 23 5559 25 21 312 141 36 959 20 37 21 26 24 23 35 639 38 20 23 21 176 120 20 25 21 996 64715 22 2888 22 28 24 30 118
leaf_count=1987 243 26 197 22688 20 21 20 656 20 20 23 21 172 21 33 142 23 5559 25 21 312 141 36 959 20 37 21 26 24 23 35 639 38 20 23 21 176 120 20 25 21 996 64715 22 2888 22 28 24 30 118
internal_value=0 0.445876 0.293352 -0.00159758 0.656412 0.785763 1.75683 0.0789781 0.33449 1.18987 2.04465 0.901908 0.0605559 0.239447 0.276538 0.118841 0.578868 0.00304783 0.480379 -0.0103088 0.0987307 0.183911 -0.118349 -0.0125579 0.101163 0.226799 -0.0146568 0.410009 1.01789 -0.0315108 0.495078 0.0839099 0.171128 0.270986 -0.154665 0.144635 0.31443 -0.0148061 0.00735629 -0.022893 0.00662441 0.00604968 -0.0231273 -0.0224563 0.0413818 -0.042074 -0.238851 -0.0686081 0.288145 -0.196435
internal_weight=0 741 715 102777 373 353 62 12299 830 83 43 41 11469 747 726 5696 291 5773 268 5601 5328 2128 342 90478 1753 693 5580 368 50 306 58 1733 1018 40 248 980 318 88725 23725 65000 23705 23684 64975 64737 3200 715 225 663 52 238
internal_count=103518 741 715 102777 373 353 62 12299 830 83 43 41 11469 747 726 5696 291 5773 268 5601 5328 2128 342 90478 1753 693 5580 368 50 306 58 1733 1018 40 248 980 318 88725 23725 65000 23705 23684 64975 64737 3200 715 225 663 52 238
cat_boundaries=0 6 11 16 21 27 31 37 38 43
cat_threshold=1081344 512 544 32768 8192 8192 1081344 536920064 4650 174227754 786480 0 0 0 288 524320 32768 536870912 8 35782658 16 69273216 516 10485760 0 8260 12544 0 0 544 33554432 348391296 2151809538 66000 67186688 612393026 5120 1073741824 0 0 4098 288 262176
is_linear=0
shrinkage=0.01


Tree=170
num_leaves=50
num_cat=12
split_feature=25 4 16 8 11 3 0 6 5 0 24 25 0 24 0 3 25 9 24 7 24 10 7 2 5 17 4 1 5 6 2 9 3 2 25 3 25 0 25 2 2 24 25 1 5 8 3 10 9
split_gain=1.61704e+06 1.72983e+06 2.33074e+06 755359 820456 967812 699876 557420 1.54068e+06 517129 446336 353299 1.65896e+06 493496 1.03309e+06 959506 328641 430860 327623 320828 310905 305929 295168 243376 476536 341602 223752 221646 188937 190116 186834 177246 177137 236124 166784 153868 142364 218733 136793 742984 127494 126891 196397 109429 96514.9 80981.1 87444.9 77621 66100.4
threshold=0 195.82340000000002 352.21000000000004 239.43773250000004 64.703322500000027 205.81150000000002 883.10000000000014 483.06600000000009 171.08800000000002 28.148500000000002 1 2 29.239750000000004 3 438.42500000000007 10.509750000000002 4 285.81500000000005 5 65.637375000000006 6 1098.7459000000001 448.18200000000007 315.17050000000006 25.210500000000007 50.663750000000014 449.81750000000005 22.151894000000002 263.89280000000008 243.82689999999999 52.029000000000003 384.29599999999999 285.15000000000003 6.6432485000000012 7 297.47500000000008 8 507.82280000000009 9 1070.9310000000003 1070.9310000000003 10 11 365.02500000000003 109.37850000000002 455.79000000000002 58.810000000000009 16.945 6.6610000000000005
decision_type=9 2 2 2 2 2 2 2 2 2 1 9 2 1 2 2 9 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 9 2 2 1 9 2 2 2 2 2 2
left_child=1 6 3 20 5 -5 7 10 48 21 28 12 -11 14 19 -16 18 -18 -12 -14 32 38 26 25 -25 -22 31 -8 29 -1 -30 34 33 -3 -13 -6 37 -15 39 41 45 42 -2 -38 -43 46 -40 -47 -9
right_child=9 2 -4 4 35 -7 27 8 -10 11 16 22 13 36 15 -17 17 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29 30 -31 -32 -33 -34 -35 -36 -37 43 -39 40 -41 -42 44 -44 -45 -46 47 -48 -49 -50
leaf_value=-0.024737581111295565 0.24742011978512718 0.22018553033167002 3.537932654789516 1.132261259844809 -0.31627645206451416 3.9200605583190917 1.7226449652279123 0.27976692551060728 2.9307983123339141 3.0062202785128638 0.52988471577409657 0.066326995171559405 0.16854332523807841 0.10381231955356068 3.524703104019165 0.52982527898705523 0.050511427581808162 1.4591137790679931 0.17779198828981257 0.88132878938278592 0.25764909630730037 0.93285038627245853 1.0795581107669407 0.17359710375467938 2.1276685318580042 1.6401620302200317 0.89199882539113362 0.46748537778854371 -0.13666535065390847 0.5562533888734621 -1.1074331382013136 0.8654958201408387 0.76544842362403875 -0.76663284351428351 -0.055978955992442722 0.88302657334700874 -0.055949672374783495 0.98318592071533206 -0.021705516046575803 1.9412448387145997 -0.72081909546485323 -0.016808348113543432 0.0321633881299093 -0.76480118627133575 0.1851576556631776 -0.41317624289056532 0.047211808771794227 0.26061506543840685 -0.39945420223733658
leaf_weight=1947 473 49 28 33 20 20 34 38 26 21 374 3013 351 495 20 23 1676 22 981 77 168 34 27 24 26 20 30 24 55 58 31 25 20 48 1758 23 410 30 77336 20 26 7815 3551 23 244 92 1886 21 23
leaf_count=1947 473 49 28 33 20 20 34 38 26 21 374 3013 351 495 20 23 1676 22 981 77 168 34 27 24 26 20 30 24 55 58 31 25 20 48 1758 23 410 30 77336 20 26 7815 3551 23 244 92 1886 21 23
internal_value=0 0.162651 0.738384 0.564576 1.35156 2.18426 0.110817 0.0987041 0.892465 -0.00951008 0.0852793 0.0781002 0.21451 0.174985 0.435969 1.92279 0.162072 0.0683593 0.278145 0.296778 0.351757 -0.0155463 0.0368252 0.546669 1.18971 0.404725 0.0310678 1.20327 -0.0274861 -0.00793086 -0.486593 0.0256825 -0.0842545 -0.268137 0.0212819 0.325211 0.0416869 0.151183 -0.0158989 0.0154119 -0.0206733 0.0122369 0.0580163 -0.0914894 -0.0106802 -0.0204464 -0.0200648 -0.287958 0.0236672
internal_weight=0 5768 479 451 96 53 5289 5231 87 97801 5144 6303 1450 1429 471 43 3053 1698 1355 428 355 91498 4853 238 50 188 4826 58 2091 2005 86 4796 117 97 4771 43 958 525 91464 12103 79361 12083 4024 433 8059 79335 79222 113 61
internal_count=103569 5768 479 451 96 53 5289 5231 87 97801 5144 6303 1450 1429 471 43 3053 1698 1355 428 355 91498 4853 238 50 188 4826 58 2091 2005 86 4796 117 97 4771 43 958 525 91464 12103 79361 12083 4024 433 8059 79335 79222 113 61
cat_boundaries=0 6 7 12 13 18 19 20 26 31 37 38 44
cat_threshold=1073774592 16386 4608 134348808 524320 32 3744 72351744 536870912 8454248 33563648 16 1299 1073774592 0 0 131072 32 72 2187 51185284 39846400 270542850 3145792 268443716 12288 1048576 0 65568 1024 16 537936384 4358304 524304 70365984 1954555024 1032 1584 536870912 32768 0 69206048 1073741840 1024
is_linear=0
shrinkage=0.01


Tree=171
num_leaves=44
num_cat=9
split_feature=25 4 16 8 11 3 6 5 24 2 2 1 8 1 8 2 26 24 25 1 10 25 2 5 17 5 17 2 3 2 24 9 6 5 3 6 1 24 25 24 10 5 2
split_gain=1.58508e+06 1.69533e+06 2.28435e+06 740327 804129 948553 450040 1.48848e+06 398449 458511 4.62857e+06 443448 424779 380841 374773 305195 806794 304718 296782 256811 330586 308688 238533 467053 334804 206811 196981 186386 173612 231425 170017 169593 162170 173267 150806 136573 135177 127839 126772 124159 107841 38993 24425.5
threshold=0 195.82340000000002 352.21000000000004 239.43773250000004 64.703322500000027 205.81150000000002 483.06600000000009 152.88900000000004 1 50.853000000000009 58.710000000000001 469.21250000000003 8.0632500000000018 661.33164000000011 1468.3681000000001 1070.9310000000003 2022.5000000000002 2 3 35.00500000000001 1098.7459000000001 4 315.17050000000006 25.210500000000007 50.663750000000014 275.17750000000007 313.64260000000007 52.029000000000003 285.15000000000003 6.6432485000000012 5 118.26160000000002 243.82689999999999 52.657000000000004 297.47500000000008 1054.5000000000002 542.71780000000012 6 7 8 522.5150000000001 483.06600000000009 6.9336000000000011
decision_type=9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 9 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 9 1 2 2 2
left_child=1 6 3 17 5 -5 8 35 25 11 -11 18 -12 -13 15 19 -17 28 -10 20 38 26 24 -24 -19 32 30 41 29 -3 -21 36 37 -34 -6 42 -23 -1 39 -2 -40 -27 -8
right_child=14 2 -4 4 34 -7 7 -9 9 10 12 13 -14 -15 -16 16 -18 22 -20 21 -22 31 23 -25 -26 27 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 -38 -39 40 -41 -42 -43 -44
leaf_value=-0.16245449137908441 0.041031511539799038 0.21798369933147821 3.5025532804216657 1.120938679449486 -0.31311365222930909 3.8808599510192869 0.058055206139882402 2.7260615498679028 0.43219206731150472 4.9461017990112301 0.40872146492255362 2.0060847576804783 -0.40043557736135671 0.20534345467885334 1.3593370030075311 2.0705313705444337 -0.31106596513227985 0.25507259800320581 0.071457334723644836 0.034243593164334549 1.0185460250608429 -0.042493725618991326 0.17186115582784017 2.1063918671241173 1.6237604360580447 -0.35996714740991592 0.94844129017421186 -1.1099910194643083 0.75779391264915463 -0.75896651525671288 0.17573772614318867 0.68106716986625426 0.91620264163384069 -0.22861735057830809 0.87419631978739865 -0.72348566150665283 -0.41816842359655043 0.036635048276829452 -0.020215484016982956 -0.012807169059423534 0.54309940183863925 0.18692782662131571 0.53123637413978575
leaf_weight=395 7397 49 28 33 20 20 24 28 244 22 285 23 84 24 20 25 33 168 2402 1695 31 1571 24 26 20 32 28 31 20 48 1727 31 39 20 23 20 102 1574 74956 10151 34 22 20
leaf_count=395 7397 49 28 33 20 20 24 28 244 22 285 23 84 24 20 25 33 168 2402 1695 31 1571 24 26 20 32 28 31 20 48 1727 31 39 20 23 20 102 1574 74956 10151 34 22 20
internal_value=0 0.161037 0.731 0.55893 1.33805 2.16242 0.109722 0.803022 0.097449 0.169639 0.490187 0.123728 0.224523 1.08656 -0.00941468 -0.00969561 0.715485 0.348239 0.106626 -0.010126 -0.0139512 0.0585759 0.541203 1.17782 0.400678 -0.0086768 0.112774 -0.491956 -0.0834119 -0.265456 0.106266 -0.0515156 0.0115362 0.528128 0.321959 -0.0383072 -0.065398 -0.0039432 -0.014297 0.00989787 -0.0199574 -0.137158 0.273138
internal_weight=0 5768 479 451 96 53 5289 92 5197 3084 391 2693 369 47 97801 97781 58 355 2646 97723 92569 5154 238 50 188 2113 3450 85 117 97 3422 1704 2028 59 43 64 1673 1969 92538 17548 74990 54 44
internal_count=103569 5768 479 451 96 53 5289 92 5197 3084 391 2693 369 47 97801 97781 58 355 2646 97723 92569 5154 238 50 188 2113 3450 85 117 97 3422 1704 2028 59 43 64 1673 1969 92538 17548 74990 54 44
cat_boundaries=0 6 7 8 13 19 20 21 27 28
cat_threshold=1073774592 16386 4608 134348808 524320 32 3744 2187 1073741824 0 0 131072 32 101996172 2097680 2162914 52438016 276832324 12288 3272 128 609239552 541229568 269025312 103887648 1677729808 1032 1075
is_linear=0
shrinkage=0.01


Tree=172
num_leaves=49
num_cat=6
split_feature=0 2 24 0 0 3 10 3 5 7 1 24 5 2 16 0 12 9 24 0 1 0 2 8 24 1 0 2 2 24 24 11 1 2 0 0 1 1 1 2 1 8 10 2 1 0 1 1
split_gain=1.56428e+06 2.06304e+06 635735 1.0239e+06 571196 561555 664599 434862 331122 595341 327946 320497 524514 641197 388280 293212 479647 286094 244051 224692 204359 256515 203446 457067 202172 152066 208010 150621 1.25888e+06 149770 139808 180965 133146 162201 105743 87556 87440.1 261800 95355.9 84342.4 78722.8 75868.5 54638 30802.7 26411.8 21693.2 4506.44 827.052
threshold=335.27750000000009 883.10000000000014 0 883.10000000000014 658.11750000000018 76.987500000000011 901.21050000000014 180.91300000000004 102.37750000000001 165.94800000000004 8.3632500000000025 1 616.44275000000005 597.17782000000011 336.36115000000007 28.148500000000002 450.36346000000009 340.35000000000008 2 29.239750000000004 1.2250000000000003 28.772400000000001 414.53600000000012 2.1040000000000005 3 4.0535910000000008 538.27200000000016 54.609000000000002 55.44250000000001 4 5 24.228750000000005 756.19086000000004 414.53600000000012 748.92250000000013 748.92250000000013 756.19086000000004 511.45025000000004 661.33164000000011 272.24748000000005 273.76200000000006 1117.4100000000001 143.29500000000004 597.17782000000011 6.9525000000000015 28.772400000000001 884.13250000000005 1439.8675000000001
decision_type=2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 15 11 10 18 -10 -5 32 13 14 -13 27 19 24 -2 20 21 -17 29 -24 40 34 -27 36 -29 -21 42 -32 33 39 -26 -6 37 41 -39 -7 44 -1 -30 -35 -4 -22 -38 -48
right_child=1 -3 17 7 35 6 -8 -9 9 -11 -12 12 -14 -15 -16 16 -18 -19 -20 22 45 -23 23 -25 25 26 -28 28 30 -31 31 -33 -34 43 -36 -37 46 38 -40 -41 -42 -43 -44 -45 -46 -47 47 -49
leaf_value=-0.014664677235421215 0.6568198605378468 2.862217562126391 -0.41326854356129966 1.5625823017336289 -0.8903496840505889 -0.021114029102812765 1.858490537296642 2.8151833000183104 2.0111442685808454 -0.088157561042092075 0.059752408981323245 0.13030753320631205 1.4061923289980209 1.4404852133530839 1.4975794265383766 0.2447922726681358 1.2630486556255458 0.84402217061896068 0.062672067718741328 -0.034593631709823013 0.16919307525341329 1.4313577455793109 -0.12425869435975045 1.6894390050570169 0.061795199086180828 -0.010888593863632719 0.88619176043116532 1.720007826089859 -0.033287437047080072 0.074951153084820435 0.05904578621070989 0.40862865648583735 0.79418098163604744 -0.8514442410676375 -0.49442370453659373 -0.13719713013747645 -0.20787969474792481 0.85486760687320795 0.080141069094340003 0.4254485218091445 -0.96136913696924853 0.44449711640675865 -0.36478594165581923 -0.35754672459193637 0.0063483529090881353 -0.25746904909610746 -0.33722820316872948 -0.40932651116297797
leaf_weight=90657 134 33 60 53 33 1091 22 20 35 22 20 1896 35 39 21 38 33 38 152 1856 26 35 33 24 113 59 46 45 1134 3782 1307 167 20 23 49 29 25 47 24 44 24 36 52 28 20 22 41 26
leaf_count=90657 134 33 60 53 33 1091 22 20 35 22 20 1896 35 39 21 38 33 38 152 1856 26 35 33 24 113 59 46 45 1134 3782 1307 167 20 23 49 29 25 47 24 44 24 36 52 28 20 22 41 26
internal_value=0 0.406174 0.316814 0.551458 0.345248 -0.00362693 0.126365 1.50877 0.504914 1.20089 1.15085 0.114445 0.191858 0.17111 0.145285 -0.00783619 0.0608521 0.017206 0.366206 0.0540308 0.480449 0.813694 0.0449709 0.639403 -0.0670176 0.0825938 0.382118 -0.0121303 0.0614038 0.0389612 0.0333447 0.0979878 -0.0148245 -0.0285921 -0.106444 -0.538069 -0.0143196 -0.0140072 0.592988 -0.00380235 -0.41879 -0.0144824 -0.0474221 -0.580285 -0.308364 -0.0263604 -0.322455 -0.365207
internal_weight=0 940 907 498 405 102629 3219 93 343 57 73 3197 1991 1956 1917 99410 5849 409 286 5816 121 73 5695 57 371 267 105 93561 2705 5638 2660 1474 1206 1186 162 62 90856 90764 71 1135 104 90693 1186 51 80 48 92 67
internal_count=103569 940 907 498 405 102629 3219 93 343 57 73 3197 1991 1956 1917 99410 5849 409 286 5816 121 73 5695 57 371 267 105 93561 2705 5638 2660 1474 1206 1186 162 62 90856 90764 71 1135 104 90693 1186 51 80 48 92 67
cat_boundaries=0 1 2 3 4 5 6
cat_threshold=2674 2442 530 129 2185 2252
is_linear=0
shrinkage=0.01


Tree=173
num_leaves=55
num_cat=12
split_feature=25 4 16 8 11 3 0 0 26 2 2 24 25 3 14 25 0 24 0 3 7 7 24 1 0 1 4 7 4 13 14 1 0 12 9 2 25 25 2 14 25 13 2 24 25 2 3 4 25 8 8 14 1 14
split_gain=1.54161e+06 1.56915e+06 2.23962e+06 744396 787474 926223 694416 486839 360977 512930 3.15856e+06 500642 451211 433927 364328 344873 1.62057e+06 481636 1.00446e+06 943913 314228 288839 277318 333698 443109 235557 232042 262777 219149 213125 195906 323018 195460 187163 172321 168962 166568 153256 723130 146152 134116 130297 129354 112564 243103 81008.4 73343.9 114669 92402.4 151532 87628.9 87519.6 66093.1 12608.8
threshold=0 195.82340000000002 352.21000000000004 239.43773250000004 64.703322500000027 205.81150000000002 883.10000000000014 28.148500000000002 2022.5000000000002 54.609000000000002 65.68125000000002 1 2 439.62900000000008 678.01075000000003 3 29.239750000000004 4 438.42500000000007 10.509750000000002 65.637375000000006 448.18200000000007 5 174.76450000000003 262.14225000000005 22.151894000000002 277.77250000000009 86.001500000000007 449.81750000000005 230.20150000000004 34.877500000000005 252.70150000000004 22.151894000000002 218.14250000000004 384.29599999999999 512.13625000000013 6 7 1070.9310000000003 356.84390000000002 8 494.43250000000006 1070.9310000000003 9 10 8.0730000000000022 15.083500000000003 1085.2750000000003 11 145.75200000000004 455.79000000000002 356.84390000000002 756.19086000000004 522.5150000000001
decision_type=9 2 2 2 2 2 2 2 2 2 2 1 9 2 2 9 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 9 2 2 1 9 2 2 2 9 2 2 2 2 2
left_child=1 6 3 22 5 -5 8 37 9 11 -11 12 -1 -12 30 16 -9 18 20 -20 -18 28 23 45 -25 -8 27 -24 34 40 31 -10 -13 -6 36 -28 -17 38 39 43 -19 -32 46 44 -2 -3 47 50 49 -48 -39 -50 -45 -41
right_child=7 2 -4 4 33 -7 25 15 14 10 13 32 -14 -15 -16 21 17 29 19 -21 -22 -23 26 24 -26 -27 35 -29 -30 -31 41 -33 -34 -35 -36 -37 -38 42 -40 53 -42 -43 -44 52 -46 -47 48 -49 51 -51 -52 -53 -54 -55
leaf_value=0.11220824526415932 0.24300097229225295 0.60493095092773441 3.4559991673060826 1.1066620520389441 1.0220077052116394 3.8339041538238523 1.7566183679754084 2.9698301633199056 0.010465823520196886 4.403295151650906 0.19354518496245146 0.0066564591467500288 0.79366198371403185 1.6520962290330365 1.23849458694458 0.064851335855487399 0.16519723442205336 0.17597434038771989 3.4842685890197753 0.51382579264433492 0.87061365595111595 1.0666025592662671 0.21597309816079061 2.5560541648864747 0.45103880310058592 0.45458406209945679 0.0090603327661528624 1.5368323678970337 0.88145401859283457 -0.77532760250952937 -0.2713565219938755 0.62931137335571374 0.26624478727496331 -0.30070604241412618 0.85216632809638981 -0.97676251888275145 -0.057197033679007914 -0.022143490592411386 1.9179937133789062 0.73184526403745009 -0.06366323434125444 0.56063014411926271 -0.72527518272399905 -0.0033742715392430385 0.020239796889161794 -0.092242244911193844 0.061808290840050975 0.69954027696089316 -0.0094576689221498051 0.65636907618154183 -0.33095853743345843 -0.64227597496726296 -0.48997214044843407 0.40419039332348372
leaf_weight=215 606 50 28 33 20 20 33 21 2031 20 280 1493 189 22 24 3013 351 503 20 23 77 27 61 20 20 24 133 20 30 31 320 88 360 23 25 20 1766 74313 20 24 424 20 26 9046 2425 25 1663 22 3312 44 92 22 28 23
leaf_count=215 606 50 28 33 20 20 33 21 2031 20 280 1493 189 22 24 3013 351 503 20 23 77 27 61 20 20 24 133 20 30 31 320 88 360 23 25 20 1766 74313 20 24 424 20 26 9046 2425 25 1663 22 3312 44 92 22 28 23
internal_value=0 0.161433 0.712797 0.540191 1.32002 2.13581 0.110801 -0.00913172 0.0984422 0.181301 0.554673 0.128034 0.442477 0.299797 0.0123793 0.0758217 0.210617 0.171543 0.429366 1.89543 0.292106 0.0351077 0.325682 0.704659 1.50355 1.20839 0.104839 0.542111 0.029419 0.0398862 0.000412364 0.0361659 0.0567827 0.31451 0.0240982 -0.119805 0.0197664 -0.0149816 0.0180553 0.0149432 0.0675782 -0.222416 -0.0200399 0.0127823 0.06543 0.37254 -0.0198117 -0.0223119 0.0171025 0.0766846 -0.0225253 -0.0135927 -0.00487042 0.571504
internal_weight=0 5592 473 445 96 53 5119 97977 5062 2579 322 2257 404 302 2483 6311 1450 1429 471 43 428 4861 349 115 40 57 234 81 4834 958 2459 2119 1853 43 4804 153 4779 91666 12172 12152 927 340 79494 12105 3031 75 79468 74427 5041 1707 74405 3334 9074 47
internal_count=103569 5592 473 445 96 53 5119 97977 5062 2579 322 2257 404 302 2483 6311 1450 1429 471 43 428 4861 349 115 40 57 234 81 4834 958 2459 2119 1853 43 4804 153 4779 91666 12172 12152 927 340 79494 12105 3031 75 79468 74427 5041 1707 74405 3334 9074 47
cat_boundaries=0 5 6 8 13 14 15 21 27 32 33 39 45
cat_threshold=1073774592 16386 4608 134348808 32 65 1073774592 16384 72351744 536870912 8454248 33563648 16 1299 1120 51185284 39846400 270542850 3145792 268443716 12288 537936384 4358304 524304 70365984 1955078160 1064 1048576 0 65568 1024 16 1072 537919488 32768 0 70255136 16 1024 77660296 2183135744 65610 64 4 4096
is_linear=0
shrinkage=0.01


Tree=174
num_leaves=45
num_cat=5
split_feature=0 2 24 0 0 0 10 26 5 2 4 2 4 24 1 7 5 9 20 9 8 1 1 6 24 24 4 1 0 2 24 2 2 7 0 4 4 8 6 5 1 26 0 0
split_gain=1.50683e+06 2.01767e+06 623290 994185 562383 543762 519843 481060 1.03482e+06 398089 374457 653008 515290 298291 410886 376172 344890 505856 292109 274708 271243 259896 210217 198209 198189 176646 161999 148705 202480 125420 244719 379759 173589 113082 104854 103578 103089 101693 96689 334171 100929 90197 85994.9 29306.4
threshold=335.27750000000009 883.10000000000014 0 883.10000000000014 658.11750000000018 52.192250000000008 796.68750000000011 2022.5000000000002 130.89900000000003 242.38250000000002 223.58100000000002 414.53600000000012 483.06600000000009 1 151.82000000000002 448.18200000000007 370.38000000000005 166.71600000000004 25.470000000000002 340.35000000000008 380.13250000000005 661.33164000000011 413.70875000000007 1424.6500000000003 2 3 229.75969200000003 4.0535910000000008 538.27200000000016 43.371880000000004 4 55.44250000000001 383.96180000000004 13.731658000000001 748.92250000000013 483.06600000000009 208.21944900000003 43.328250000000004 27.203999999999997 552.55750000000012 756.19086000000004 2022.5000000000002 748.92250000000013 594.30750000000012
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 10 13 8 -2 41 23 20 -13 21 15 33 17 -16 -9 24 25 22 35 29 36 26 -12 34 -29 38 31 -31 -32 -15 -26 -7 43 -27 40 -40 -1 -5 -6 -4
right_child=1 -3 19 9 42 6 -8 18 -10 -11 11 12 -14 14 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 27 37 -28 28 -30 30 32 -33 -34 -35 -36 -37 -38 -39 39 -41 -42 -43 -44 -45
leaf_value=-0.014555395177594885 0.58406773022035274 2.8275378730080343 -0.13374908654586129 1.4901800217499603 -0.88620673266324135 -0.032438825832714152 1.6390423835407604 -0.067628168991143753 2.993438093185425 2.7358657875061034 0.98825413041644627 0.31266779312720666 2.3233999481201173 0.071208823549322939 0.46885193191725633 1.3888507254680864 -0.45538828994288588 1.8289382991483134 1.2249265211820604 0.82390381712662553 0.97889433556132843 1.0799146479652042 -0.82950716921777445 0.83101980243410378 0.059967295321743053 -0.13458315163850784 0.18536834866547389 -0.012179340573690705 0.87289706053941152 0.48809337756258475 0.011023785881492569 0.070968666602321845 -0.28469087080124322 0.23346942876765714 -0.4939099592092086 0.69270363020896908 -1.1023737797737121 0.36376060749622097 0.027843251919442751 1.0873458323876064 -0.35930507009169638 0.78709913571675616 -0.13979884443611934 -0.5090247560802259
leaf_weight=89572 164 33 46 37 33 1304 22 139 20 20 27 26 25 2099 232 23 33 31 20 38 36 21 33 28 113 318 363 59 46 270 2220 1139 218 540 49 20 20 47 3867 30 85 36 29 38
leaf_count=89572 164 33 46 37 33 1304 22 139 20 20 27 26 25 2099 232 23 33 31 20 38 36 21 33 28 113 318 363 59 46 270 2220 1139 218 540 49 20 20 47 3867 30 85 36 29 38
internal_value=0 0.398647 0.310275 0.542608 0.339395 -0.00355786 0.105747 0.497825 0.845956 1.48591 -0.00840516 0.201574 1.29832 0.0979672 0.154288 0.115509 0.508253 0.629166 0.0949573 0.0137825 0.130861 -0.0238773 -0.0411348 -0.0102198 -0.0688234 0.090425 0.234929 0.0794563 0.375568 -0.0104617 0.0454975 0.149837 -0.0153553 0.104411 -0.107563 -0.021485 -0.417043 -0.0685352 -0.0127628 0.0359995 -0.0148822 1.14346 -0.53708 -0.303517
internal_weight=0 940 907 498 405 102629 4358 343 184 93 98271 842 51 4336 2958 2662 296 263 159 409 791 1378 1357 97429 371 755 390 267 105 97401 3847 1409 2438 2639 162 1324 104 365 93554 3897 89657 73 62 84
internal_count=103569 940 907 498 405 102629 4358 343 184 93 98271 842 51 4336 2958 2662 296 263 159 409 791 1378 1357 97429 371 755 390 267 105 97401 3847 1409 2438 2639 162 1324 104 365 93554 3897 89657 73 62 84
cat_boundaries=0 1 2 3 4 5
cat_threshold=2674 2185 129 1744 1053
is_linear=0
shrinkage=0.01


Tree=175
num_leaves=54
num_cat=13
split_feature=25 0 24 10 8 4 6 8 26 24 25 6 1 1 7 24 24 1 3 4 6 10 0 16 4 8 25 0 8 24 3 4 25 3 13 7 1 25 24 13 8 25 0 0 10 25 4 3 14 1 8 8 1
split_gain=1.22347e+06 739599 1.03872e+06 867309 536929 1.7557e+06 1.66965e+06 459963 439483 667118 744473 594962 500834 572978 429308 421614 381244 562507 1.34437e+06 693867 593526 362539 346135 326264 288455 318569 263704 688084 262548 239411 227017 222237 170505 179763 156703 141325 139261 133003 124516 181527 122843 111984 102015 97642.7 93536 79021.1 76626.2 73764.6 57152.2 55175.6 50502.1 18577.3 5928.47
threshold=0 438.42500000000007 1 2.1650000000000005 218.21600000000004 371.41875000000005 200.23362600000004 79.477500000000006 2022.5000000000002 2 3 606.07650000000001 226.32900000000004 4.8809999999999958 303.79500000000007 4 5 365.02500000000003 8.0935000000000006 189.80565000000004 288.21750000000009 1098.7459000000001 28.148500000000002 276.75750000000005 216.15000000000003 1117.4100000000001 6 29.239750000000004 225.65850000000003 7 315.53370000000007 767.98765000000014 8 888.10000000000014 303.39610000000005 143.86150000000001 101.73250000000002 9 10 174.84360000000001 678.89998000000014 11 594.30750000000012 594.30750000000012 84.714000000000013 12 117.54253850000002 161.04250000000002 323.43265000000002 365.02500000000003 380.13250000000005 1117.4100000000001 56.343250000000005
decision_type=9 2 1 2 2 2 2 2 2 1 9 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 9 2 2 2 2 9 1 2 2 9 2 2 2 9 2 2 2 2 2 2 2
left_child=1 8 14 7 21 15 -7 42 9 10 52 31 13 -12 43 24 23 19 -19 41 -21 22 32 36 25 28 27 -24 -6 -29 34 37 38 44 -28 -32 48 -11 39 -2 46 -18 -4 -3 -34 -40 50 -38 -10 -45 -17 -42 -1
right_child=4 2 3 -5 5 6 -8 -9 16 11 12 -13 -14 -15 -16 40 17 18 -20 20 -22 -23 26 -25 -26 -27 30 29 -30 -31 35 -33 33 -35 -36 -37 47 -39 45 -41 51 -43 -44 49 -46 -47 -48 -49 -50 -51 -52 -53 -54
leaf_value=0.095993652343749999 -0.032025825540023957 0.14371768390431125 2.9009062126159666 -0.018338939666748048 1.29082710814476 0.52434146226980749 3.7958651568339423 0.75161552118218466 -0.14139070711416357 0.15655667129506973 1.1635135723120416 1.7828608130324972 2.3846494007110595 -0.083038934882806267 1.320911018371582 0.094775038748783499 0.25925946827118213 2.5340972826557775 -0.28904182859369226 0.47565059048230529 2.3341788921356201 0.9809923530913689 1.4366583005393423 1.0589441251754761 1.3096343464686953 1.4887599811553955 0.0023479811649692122 -0.045731753885746004 0.1041458922884681 0.19408703607062919 0.29906515192170191 1.1052192323104195 -0.020681276917282942 0.69729027843475333 0.84855845516378225 1.2856125564575194 -0.42844993859529495 -0.063486884921961431 0.02585475396234628 0.62134163789970931 -0.42931497135758401 -0.023765136007587381 2.0739973965206664 -0.31941382674283758 0.082125099935678139 0.098751889385899544 -0.57450487666659888 -1.0785341598590215 -0.59300440820058187 -0.95517586863040915 -0.21822862979693292 -0.80258403142293289 -0.07429420391718547
leaf_weight=138 3835 34 25 30 20 39 26 23 425 1463 149 22 24 49 20 152 146 31 37 122 20 37 41 20 29 20 4138 575 275 1504 53 23 79129 35 22 20 64 336 5851 43 30 1337 37 43 895 1996 27 24 30 20 78 24 24
leaf_count=138 3835 34 25 30 20 39 26 23 425 1463 149 22 24 49 20 152 146 31 37 122 20 37 41 20 29 20 4138 575 275 1504 53 23 79129 35 22 20 64 336 5851 43 30 1337 37 43 895 1996 27 24 30 20 78 24 24
internal_value=0 0.158007 0.708896 1.32798 -0.0066906 0.265394 1.83295 1.95938 0.129856 0.229477 0.604036 0.147403 0.976406 0.855023 -0.0120763 0.109835 0.0314718 0.106288 0.997977 0.0696282 0.737415 -0.00868673 -0.00905986 -0.191986 0.34523 0.267403 0.062324 0.153051 0.184599 0.128473 0.0164853 0.128464 -0.0140008 -0.0192157 0.00682313 0.569352 -0.241596 0.115976 0.0216046 -0.0247174 -0.156602 0.00568634 2.40743 -0.288164 -0.0195315 0.0444993 -0.0705356 -0.605746 -0.171167 -0.521243 -0.011374 -0.595212 0.0666515
internal_weight=0 4716 232 115 98894 720 65 85 4484 2228 384 1844 222 198 117 655 2256 1693 68 1625 142 98174 98137 563 344 315 6353 2120 295 2079 4233 1822 91784 80059 4160 73 543 1799 11725 3878 311 1483 62 97 80024 7847 257 88 455 63 230 54 162
internal_count=103610 4716 232 115 98894 720 65 85 4484 2228 384 1844 222 198 117 655 2256 1693 68 1625 142 98174 98137 563 344 315 6353 2120 295 2079 4233 1822 91784 80059 4160 73 543 1799 11725 3878 311 1483 62 97 80024 7847 257 88 455 63 230 54 162
cat_boundaries=0 5 6 7 12 13 14 19 20 26 30 31 36 42
cat_threshold=32768 536870914 4096 170000384 262176 1252 72 0 536870914 0 33554432 262144 3587 200 112198276 37765120 268501098 8192 16 2688 1879048704 49312 524490 67216138 1611161666 1064 32768 536870914 0 33554432 2434 0 0 0 2097152 32 536871424 16416 524482 67183104 8258 8
is_linear=0
shrinkage=0.01


Tree=176
num_leaves=57
num_cat=15
split_feature=25 2 6 25 26 6 2 2 24 7 2 24 1 6 3 9 13 2 24 7 2 3 2 1 25 10 1 24 9 1 1 25 10 2 25 6 24 18 10 8 25 16 24 8 24 1 25 16 15 3 1 2 24 2 1 1
split_gain=1.19922e+06 704103 1.27458e+06 544994 527531 1.21499e+06 806956 3.27616e+06 517980 725809 688550 440933 448930 627382 641676 452719 451318 437808 493722 607200 433403 500705 326324 286252 617686 671264 838666 323789 250960 243815 221638 207394 192367 187446 175577 389718 234106 167874 162129 171849 153942 146592 98911.5 96809.4 94021.9 82581.9 74734.3 81656.3 55301 47457.6 45163.9 35034.6 28383.1 22561.8 5725.47 780.624
threshold=0 211.31080500000004 543.52500000000009 1 2022.5000000000002 665.85000000000014 54.609000000000002 77.005700000000019 2 119.8135 472.9221300000001 3 205.14500000000004 371.41875000000005 123.21700000000001 367.7580000000001 237.51325000000003 1070.9310000000003 4 371.89150000000006 440.02900000000005 315.53370000000007 36.122500000000009 122.82375000000002 5 255.92650000000003 285.35875000000004 6 6.6610000000000005 469.21250000000003 756.19086000000004 7 255.92650000000003 658.86750000000018 8 189.19640000000001 9 400.32550000000009 901.21050000000014 1117.4100000000001 10 362.00600000000003 11 48.07500000000001 12 365.02500000000003 13 32.377357000000011 230.33500000000004 111.55832500000001 469.21250000000003 352.68673250000012 14 472.9221300000001 0.45700000000000007 1070.9310000000003
decision_type=9 2 2 9 2 2 2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 1 2 2 2 9 2 2 9 2 1 2 2 2 9 2 1 2 1 2 9 2 2 2 2 2 1 2 2 2
left_child=4 23 3 33 5 6 22 -8 10 -10 -9 20 13 37 28 16 30 18 32 -20 21 45 34 38 25 27 -27 29 -15 -25 -14 -29 -5 42 35 -1 -36 41 39 40 44 -13 51 -42 -2 48 47 49 -6 -26 52 -3 -48 -44 -35 -52
right_child=1 2 -4 17 11 -7 7 8 9 -11 -12 12 15 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 46 26 -28 31 -30 -31 -32 -33 -34 54 36 -37 -38 -39 -40 -41 43 -43 53 -45 -46 -47 50 -49 -50 -51 55 -53 -54 -55 -56 -57
leaf_value=0.25591810677833704 -0.065846006128077325 0.291562896386171 2.0278489308479504 -0.12823299125749238 -0.18238708202126103 2.6574167409397309 4.6091015100479131 0.60459029608302639 -0.15270339618907885 1.2564110371081725 2.4001861912863593 0.031854688065998719 0.82965602041946518 0.89287320046197804 2.4240195587703162 1.5776535779551455 -0.90139415264129641 1.4874699664115907 0.42407746382781464 2.0683060765266417 -1.4760321746826173 1.3845981459390548 -0.79551496287754608 0.5706318389285695 -0.023483071226059207 0.15697116792201996 3.0529444150924685 0.36721585269001394 -0.37257583923339843 1.7269741437746131 -0.29003528768366038 -0.01806327846103583 0.86903944197155181 -0.61708986494276263 -0.11895977402069199 1.5010128842867339 0.19007436140656911 0.7049591101043754 0.59529480007561775 0.64345364651083947 -0.019246511690478679 -0.53570748948036351 -0.16615611179910525 0.053873588376423705 0.024831354539809159 -0.69033336516349553 0.0019950390455633774 0.52394279629843576 0.29990550117492676 0.37059253327986774 -0.34083299181354582 -0.078724146391216082 -0.15169779792996763 -0.45849385658899944 -0.82811456108093273 -0.27535319328308105
leaf_weight=759 1238 78 39 245 485 21 20 90 178 46 28 1433 90 42 21 38 24 32 350 24 25 21 35 88 302 20 20 254 25 23 22 303 21 36 345 26 803 36 44 40 79298 47 99 1853 13749 31 231 35 25 34 67 38 252 36 20 25
leaf_count=759 1238 78 39 245 485 21 20 90 178 46 28 1433 90 42 21 38 24 32 350 24 25 21 35 88 302 20 20 254 25 23 22 303 21 36 345 26 803 36 44 40 79298 47 99 1853 13749 31 231 35 25 34 67 38 252 36 20 25
internal_value=0 -0.00662341 0.255012 0.184388 0.156433 0.262843 0.241261 0.675177 0.445123 0.130828 0.950143 0.0513149 0.129499 0.077892 0.898758 0.612676 0.34305 0.340907 0.288905 0.515798 -0.184564 -0.130398 0.161446 -0.00934534 0.121093 0.341818 1.60496 0.271298 0.420691 0.743273 0.609717 0.161007 -0.0477074 -0.163982 0.178773 0.293419 0.0969773 0.0302428 -0.0115875 -0.0118651 -0.0121378 0.0138308 -0.0526089 -0.0175747 0.017302 -0.189206 -0.0472149 0.0625886 -0.158745 0.0163936 -0.117921 0.156749 -0.081292 -0.227277 -0.692456 -0.32304
internal_weight=0 98894 1018 979 4716 2351 2330 362 342 224 118 2365 1778 1604 88 174 136 672 640 374 587 562 1968 97876 1654 708 40 668 67 111 112 557 266 307 1933 785 1148 1516 96222 96178 96138 1480 251 81151 14987 541 946 371 510 336 575 116 483 135 56 92
internal_count=103610 98894 1018 979 4716 2351 2330 362 342 224 118 2365 1778 1604 88 174 136 672 640 374 587 562 1968 97876 1654 708 40 668 67 111 112 557 266 307 1933 785 1148 1516 96222 96178 96138 1480 251 81151 14987 541 946 371 510 336 575 116 483 135 56 92
cat_boundaries=0 5 11 12 13 14 20 21 27 31 32 38 39 40 46 47
cat_threshold=32768 536870914 4096 170000384 262176 75579904 147472 8 2 8388672 256 88 200 3210 70270976 16384 66152 2 68 4096 529 69222400 0 65568 0 4 4096 0 536870914 0 33685504 2496 1879049728 4243456 268959978 67215626 1619550210 1064 817 128 42271232 48 8388608 8192 8192 8192 2165
is_linear=0
shrinkage=0.01


Tree=177
num_leaves=49
num_cat=9
split_feature=25 0 24 5 2 5 6 25 10 7 4 24 7 0 8 10 11 25 24 2 2 2 15 12 5 0 11 5 25 10 24 7 25 5 10 0 1 12 5 5 4 6 11 11 23 1 2 0
split_gain=1.17798e+06 710314 1.02859e+06 885640 690213 1.26552e+06 631632 435315 542134 419965 414251 348358 373443 344045 312323 307062 746850 291034 271742 396054 1.06358e+06 2.09563e+06 447083 335404 367126 264783 221002 205354 218323 479784 186358 272078 175447 165376 174341 161866 160645 158997 144198 126036 138375 78747.2 75409.2 71575.1 66946.8 47410.4 44059.8 36501.4
threshold=0 438.42500000000007 1 11.211 211.31080500000004 678.89998000000014 543.52500000000009 2 37.952000000000005 303.79500000000007 1085.2750000000003 3 5.8595000000000006 68.077500000000015 1117.4100000000001 255.92650000000003 8.3380000000000027 4 5 23.812550000000002 57.868500000000004 52.029000000000003 42.33100000000001 671.11374000000012 392.81250000000006 883.10000000000014 272.81695000000008 66.795000000000016 6 245.27500000000003 7 43.816500000000012 8 678.89998000000014 451.48500000000007 1438.4900000000002 884.13250000000005 8.1130000000000013 80.277190500000017 228.21400000000003 81.524400000000014 177.77500000000001 33.300000000000004 25.210500000000007 3.1437000000000004 4.402000000000001 440.02900000000005 594.30750000000012
decision_type=9 2 1 2 2 2 2 9 2 2 2 1 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 25 13 6 7 8 46 39 18 12 -9 14 27 17 -17 30 33 23 21 -21 -22 24 -20 47 -13 32 29 -29 31 -15 36 34 38 42 -2 -5 -1 40 45 -32 -19 -30 -34 -3 -6 -4
right_child=4 2 3 37 5 -7 -8 11 -10 -11 -12 26 -14 15 -16 16 -18 35 19 20 22 -23 -24 -25 -26 -27 -28 28 43 -31 41 -33 44 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49
leaf_value=0.0231446942703144 0.024354128062176818 -0.60431055762551045 1.9890712204685919 0.93831241000782362 0.30031550845161814 2.4303179462139424 1.514846796308245 0.74267530195640807 2.2730747728347782 1.3009975891113283 1.3185126337511788 -0.0060588799128165616 -0.30362446218729022 0.22833092881400233 0.88196177164713552 1.9382501411437989 -0.160439940232497 0.022152557370948452 0.08773497063164358 0.51932475785108712 0.11670528590404493 4.0899882914803243 1.0979233258045635 1.37432437533424 0.84261810967416484 3.1011220569610596 -1.0034942788663117 0.17471839597733521 -0.016454147101389486 1.6111175890763603 0.10245544762254634 0.80756242031800118 -0.020642848007164691 -0.89570941774618063 0.73939988843856319 -0.90329521179199224 0.92156934547424318 -0.25080545093702233 -0.32671578463801632 -0.97578808920724058 0.59045532408214751 -0.32005476850144404 -0.20898333567380906 0.21319361915321725 0.09405857079022098 -0.012871879235557888 0.7987816814422608 1.4469532286602518
leaf_weight=925 9078 33 27 22 61 26 35 132 20 20 29 650 46 554 39 30 39 1580 2700 65 434 22 52 21 66 20 23 748 1267 24 718 95 82780 21 31 20 20 23 135 21 21 47 155 152 512 23 25 23
leaf_count=925 9078 33 27 22 61 26 35 132 20 20 29 650 46 554 39 30 39 1580 2700 65 434 22 52 21 66 20 23 748 1267 24 718 95 82780 21 31 20 20 23 135 21 21 47 155 152 512 23 25 23
internal_value=0 0.154734 0.693439 1.31105 -0.00657985 0.252462 0.195381 0.147124 0.721985 -0.0180495 0.127191 0.0662576 0.447162 -0.00927528 -0.0127439 0.0920838 0.752034 0.0777144 0.119465 0.164046 0.403975 1.42225 0.221692 0.115306 0.105747 2.12868 -0.0395588 -0.0131128 0.0825715 0.216568 0.183802 0.308367 -0.015382 -0.0165653 0.000204957 -0.00875767 0.0262976 0.330541 -0.021413 -0.289085 -0.101802 0.0755102 0.00150353 0.00808819 -0.0199354 -0.361398 0.445218 1.7397
internal_weight=0 4734 233 115 98876 1018 992 957 106 118 4501 851 178 97858 94620 3238 69 3169 4472 3360 573 87 486 2787 2766 70 673 94581 2191 772 1414 649 92390 1112 1091 1755 9098 45 1060 98 77 765 1735 1419 83292 56 86 50
internal_count=103610 4734 233 115 98876 1018 992 957 106 118 4501 851 178 97858 94620 3238 69 3169 4472 3360 573 87 486 2787 2766 70 673 94581 2191 772 1414 649 92390 1112 1091 1755 9098 45 1060 98 77 765 1735 1419 83292 56 86 50
cat_boundaries=0 5 6 12 13 19 20 26 27 33
cat_threshold=32768 536870914 4096 170000392 262176 1252 0 0 0 32768 8196 8192 1041 45089412 528 278986856 1056768 16 4352 2208 280064 0 8389184 98306 8196 256 1102 1946157568 49152 524426 335618818 1619543042 1064
is_linear=0
shrinkage=0.01


Tree=178
num_leaves=51
num_cat=13
split_feature=25 0 24 10 2 6 17 18 14 8 26 24 2 2 6 25 7 24 14 2 16 0 6 3 8 10 11 25 25 21 7 2 10 25 25 24 0 6 2 0 2 24 0 3 24 6 0 25 2 0
split_gain=1.15454e+06 696178 1.00812e+06 837930 676478 1.22998e+06 534696 494153 658448 445951 437585 631754 2.45933e+06 1.79513e+06 531621 431482 411608 362824 455320 383641 376320 337199 323838 344547 306108 300952 731988 289549 279865 275361 183683 539844 169011 168400 159659 154210 308279 156751 152732 135757 123467 111050 94824.8 91123.3 85769.7 71921.2 68271.8 57330.1 40533.4 58017.4
threshold=0 438.42500000000007 1 2.1650000000000005 211.31080500000004 543.52500000000009 284.54000000000008 221.62825000000001 264.3250000000001 79.477500000000006 2022.5000000000002 2 54.609000000000002 160.50600000000003 606.07650000000001 3 303.79500000000007 4 678.01075000000003 440.02900000000005 257.8925000000001 68.077500000000015 194.48100000000002 272.24748000000005 1117.4100000000001 255.92650000000003 8.3380000000000027 5 6 250.03500000000003 52.69700000000001 272.24748000000005 1098.7459000000001 7 8 9 149.11750000000004 360.15000000000003 364.96250000000003 52.192250000000008 44.716000000000008 10 594.30750000000012 33.03775000000001 11 200.23362600000004 234.07000000000002 12 111.58832500000001 883.10000000000014
decision_type=9 2 1 2 2 2 2 2 2 2 2 1 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 9 9 1 2 2 2 2 2 1 2 2 1 2 2 9 2 2
left_child=1 10 16 9 21 6 7 8 15 40 11 12 27 -14 30 -6 42 19 22 20 46 24 29 -24 32 28 -27 39 35 -19 34 -32 33 41 -13 36 -23 -37 -15 -1 -4 -2 -3 -35 45 -30 -12 -46 49 -44
right_child=4 2 3 -5 5 -7 -8 -9 -10 -11 17 14 13 38 -16 -17 -18 18 -20 -21 -22 25 23 -25 -26 26 -28 -29 44 -31 31 -33 -34 43 -36 37 -38 -39 -40 -41 -42 -43 48 -45 47 -47 -48 -49 -50 -51
leaf_value=-0.19777582537959998 0.058660951958526955 0.14058076381683349 2.7017857967278895 -0.026017222722371419 -0.21556893928907811 1.9914830281184273 1.7988498578071594 -1.4085800981521606 1.8895661276037043 0.72869151778843089 -0.16866165311450501 0.22729315205299355 4.8169296066761023 0.82751204617818208 1.6569680324715117 0.26810258638841289 1.2879876518249511 0.018151182464878967 1.3660446861812048 -1.4875736071846704 1.2056663246154786 0.11450858572900126 0.27258749202116211 1.4132914852373528 0.87314215635642034 1.9188676821390789 -0.1588355206220578 0.53772434411459413 0.065431302737996536 1.1994005223512649 0.21616323368889945 1.9997625365257263 0.69193881118998801 -0.020415527716754013 0.025104398157722644 0.11092681587321729 0.58104370960454899 -0.76192109516688766 1.9244825449856846 0.53265477395826777 1.7779906131910241 -0.0036666397216839133 -0.69153453157061617 0.033049816168608859 0.10341448628212796 -0.479145418548584 -0.75064442135038834 -0.13910280357279142 -0.84892185045325241 0.061034723281860347
leaf_weight=142 4870 34 39 30 246 39 20 20 22 23 502 608 20 30 23 671 20 1485 28 22 20 352 134 33 39 30 39 141 810 20 112 20 34 79450 1087 1016 237 21 22 31 23 6906 21 3321 111 25 21 597 23 20
leaf_count=142 4870 34 39 30 246 39 20 20 22 23 502 608 20 30 23 671 20 1485 28 22 20 352 134 33 39 30 39 141 810 20 112 20 34 79450 1087 1016 237 21 22 31 23 6906 21 3321 111 25 21 597 23 20
internal_value=0 0.153187 0.686505 1.29794 -0.00651405 0.249937 0.18056 0.14681 0.179939 1.91792 0.125919 0.225156 0.588705 2.27087 0.145335 0.138923 -0.017869 0.0279524 0.100794 -0.189643 -0.140549 -0.00918253 0.080208 0.497996 -0.0126165 0.0911629 0.744514 0.221734 0.0769373 0.0338488 0.1271 0.486406 -0.0129817 -0.0132352 0.099119 0.167919 0.297186 0.0923604 1.29161 -0.0632343 2.35909 0.022137 -0.286194 -0.0182681 -0.019898 0.0485452 -0.19203 -0.10017 -0.512918 -0.324428
internal_weight=0 4734 233 115 98876 1018 979 959 939 85 4501 2236 386 72 1850 917 118 2265 1700 565 543 97858 1672 167 94620 3238 69 314 3169 1505 1827 132 94581 94547 1695 1626 589 1037 52 173 62 11776 98 82771 1543 835 523 708 64 41
internal_count=103610 4734 233 115 98876 1018 979 959 939 85 4501 2236 386 72 1850 917 118 2265 1700 565 543 97858 1672 167 94620 3238 69 314 3169 1505 1827 132 94581 94547 1695 1626 589 1037 52 173 62 11776 98 82771 1543 835 523 708 64 41
cat_boundaries=0 5 6 7 13 14 19 25 31 35 36 37 38 43
cat_threshold=32768 536870914 4096 170000392 262176 1252 72 67191296 147456 8 2 8388608 256 200 32768 536870914 0 0 262144 112198276 528 278986856 1056768 20 4352 1946157568 49152 524426 67182850 1619550274 1064 0 536870914 0 33554432 1098 1144 1836 0 32 32768 0 8256
is_linear=0
shrinkage=0.01


Tree=179
num_leaves=46
num_cat=10
split_feature=25 0 24 5 2 5 25 18 14 2 4 7 3 0 16 14 8 10 11 25 14 2 5 25 10 25 24 12 24 0 2 5 4 3 5 0 24 11 11 23 25 9 2 0 2
split_gain=1.1318e+06 682281 988063 854013 663043 1.23321e+06 575735 720976 865220 642743 406354 403417 368591 330481 311055 372538 300016 294964 717421 274303 270652 306198 200738 213809 469422 169042 158306 154722 151141 302145 138373 122593 135688 114992 108237 98979 84068.5 70146.4 69036.8 65616.4 56241.6 38620.6 52751.2 6524.76 3033.34
threshold=0 438.42500000000007 1 11.211 211.31080500000004 678.89998000000014 2 221.62825000000001 340.66206000000005 1070.9310000000003 1085.2750000000003 303.79500000000007 23.813250000000004 68.077500000000015 925.3130000000001 678.01075000000003 1117.4100000000001 255.92650000000003 8.3380000000000027 3 365.50250000000005 54.609000000000002 66.795000000000016 4 245.27500000000003 5 6 8.1130000000000013 7 149.11750000000004 658.86750000000018 228.21400000000003 81.524400000000014 6.9525000000000015 392.81250000000006 748.92250000000013 8 25.210500000000007 1.2589500000000002 3.1437000000000004 9 48.376050000000006 414.53600000000012 748.92250000000013 1070.9310000000003
decision_type=9 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 9 1 2 1 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2
left_child=1 10 11 12 13 6 30 8 9 -8 14 31 35 16 15 20 22 19 -19 28 21 -1 25 24 -24 26 -2 -5 29 -15 41 32 43 -22 -30 -4 38 -25 -21 -27 -38 42 -6 -3 -32
right_child=4 2 3 27 5 -7 7 -9 -10 -11 -12 -13 -14 17 -16 -17 -18 18 -20 36 33 -23 23 37 -26 39 -28 -29 34 -31 44 -33 -34 -35 -36 -37 40 -39 -40 -41 -42 -43 -44 -45 -46
leaf_value=0.076894727763448897 0.075459144973342412 -0.2477465036937169 2.1679620335019867 0.92144817265597256 -0.053940473299630927 2.397322216767531 0.26562369454719803 -1.5350809497833251 2.4405499677658082 1.7622409025828043 1.3045893951942182 1.2751077156066895 0.94029656219482416 0.11336349969078914 1.361341404914856 1.1390670460292271 0.86441071388048996 1.8996789894104005 -0.15724718387310321 0.080042065547194938 -0.20388907078334265 0.3102840528400056 0.17296179849885399 -0.016254904045537408 1.5937653068701425 -0.020265229469596104 -0.0091951917945535706 -0.25157473501951799 0.10700646795127101 0.57523327160673809 -0.60864002943038942 -0.96059216635567812 0.58687824885050455 -1.102599955201149 -0.61829928341366003 3.0694248217628117 0.10246580612560935 0.21108920900053099 -0.21461649844485725 0.0932908140643849 -0.13773469247279882 0.29176127130335028 -0.437407496770223 -0.46362935296126773 -0.76454267061673675
leaf_weight=3695 3758 28 29 22 142 26 660 20 20 30 29 20 20 352 20 35 39 30 39 746 35 663 748 1267 24 82780 5340 23 1016 237 24 21 21 24 21 21 111 152 89 512 597 22 48 28 26
leaf_count=3695 3758 28 29 22 142 26 660 20 20 30 29 20 20 352 20 35 39 30 39 746 35 663 748 1267 24 82780 5340 23 1016 237 24 21 21 24 21 21 111 152 89 512 597 22 48 28 26
internal_value=0 0.151671 0.67964 1.28496 -0.00644884 0.247443 0.191095 0.332822 0.390127 0.330694 0.124677 -0.0176903 2.08764 -0.00909069 0.117026 0.111436 -0.0124902 0.0902502 0.737069 0.0761668 0.103293 0.112401 -0.0128518 0.081751 0.214355 -0.0150953 0.0258164 0.321903 0.16624 0.294214 -0.208536 -0.283332 -0.0986244 -0.569466 0.0914368 2.54658 -0.0197013 0.00804101 0.0480598 -0.0195648 -0.0991735 -0.104888 -0.150816 -0.355688 -0.689709
internal_weight=0 4734 233 115 98876 1018 992 730 710 690 4501 118 70 97858 4472 4452 94620 3238 69 3169 4417 4358 94581 2191 772 92390 9098 45 1626 589 262 98 77 59 1037 50 1543 1419 835 83292 708 212 190 56 50
internal_count=103610 4734 233 115 98876 1018 992 730 710 690 4501 118 70 97858 4472 4452 94620 3238 69 3169 4417 4358 94581 2191 772 92390 9098 45 1626 589 262 98 77 59 1037 50 1543 1419 835 83292 708 212 190 56 50
cat_boundaries=0 5 6 12 18 24 30 31 32 33 38
cat_threshold=32768 536870914 4096 170000392 262176 1252 67191296 147456 8 2 8388608 256 112198276 528 278986856 1056768 20 4352 280064 0 8389184 98306 8196 256 1946157568 49152 524426 335618818 1619543042 1064 1144 1098 1836 0 32 32768 0 8256
is_linear=0
shrinkage=0.01


Tree=180
num_leaves=52
num_cat=11
split_feature=2 0 16 10 25 4 2 25 10 6 2 2 1 12 24 2 2 2 4 16 2 0 10 25 24 0 4 11 14 0 25 24 0 0 4 24 0 8 18 8 4 25 20 2 24 25 3 6 21 0 2
split_gain=1.29704e+06 2.09436e+06 2.39813e+06 1.18788e+06 794858 679549 1.204e+06 563605 524178 974160 1.18793e+06 576824 485317 720570 403984 365779 2.1346e+06 340285 282669 271509 225240 214345 366703 266323 322869 412244 293266 207922 723721 195076 181746 169069 160310 321331 162881 150810 139772 130440 125927 104915 150278 91953.6 100810 87343.7 81817.6 136964 73866.5 70897.4 52335.3 41149.1 18359.6
threshold=114.45750000000002 594.30750000000012 64.642500000000013 901.21050000000014 0 4.5710000000000006 383.96180000000004 1 147.34650000000002 228.79300000000003 364.96250000000003 749.57248000000016 226.32900000000004 197.75160000000002 2 54.609000000000002 63.252850000000002 364.96250000000003 52.298000000000009 690.61569250000014 1070.9310000000003 11.555000000000001 522.5150000000001 3 4 28.772400000000001 606.76150000000018 218.41500000000005 4.4150000000000009 8.0935000000000006 5 6 367.42525000000006 658.11750000000018 1085.2750000000003 7 883.10000000000014 1117.4100000000001 38.202422500000004 163.39500000000001 195.82340000000002 8 484.19925000000006 512.13625000000013 9 10 472.9221300000001 87.303500000000014 88.100500000000011 53.937500000000007 1439.8675000000001
decision_type=2 2 2 2 9 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 9 1 2 2 2 1 2 2 2 2 2 9 2 2 1 9 2 2 2 2 2
left_child=7 3 5 4 8 6 -3 12 9 11 -11 -2 15 14 18 19 -17 -7 29 32 30 37 23 24 25 -23 36 38 -29 -14 31 -6 34 -34 -1 -26 -25 41 -10 40 -16 44 48 -32 45 -9 -46 49 -43 -18 -22
right_child=1 2 -4 -5 20 17 -8 21 27 10 -12 -13 13 -15 39 16 47 -19 -20 -21 50 22 -24 26 35 -27 -28 28 -30 -31 43 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 42 -44 -45 46 -47 -48 -49 -50 -51 -52
leaf_value=0.03790685849929773 0.27587202043083858 0.17214771400798451 4.7118641071319578 2.5293395121892295 -0.09262120279716328 0.94746940612792974 3.5622383308410646 0.22088000131654262 -0.23451886163998958 0.51432601894651142 2.9470694049666912 1.3729266656362094 0.77174328177315843 2.2187385663119232 -0.025688331723213196 3.5969726257324219 -0.29867260036468507 -0.7955895980199178 -0.1569600284099579 1.2194563417434692 -0.43816343665122987 -0.16021650940179824 1.3860328006744385 0.0049489749472766053 0.19914738443435023 0.91274701996471574 1.1572679190879518 1.8395780544281006 -0.5853409200906754 1.7593576765060426 -0.051688497161787444 0.21632250143835943 0.72781112030148509 -0.19576628500415433 0.94223406219482431 0.0085019597774153074 -0.46803389110262428 0.63187036391227469 -1.0830530539802883 -0.61979060131570574 0.86900982293215667 -0.022366937820272947 0.57819782699857447 -0.40697383000300486 -0.0064834871601108547 0.024885309910946774 -0.41700790990482683 0.53945581054687508 0.15647924047554049 0.18578829200179489 -0.79224248674180775
leaf_weight=4786 612 22 20 21 246 21 20 389 73 49 34 52 70 22 128 20 50 24 24 20 32 52 20 7545 750 115 22 20 32 28 613 602 96 62 20 928 63 31 23 23 22 70529 28 78 11333 3438 44 20 164 27 27
leaf_count=4786 612 22 20 21 246 21 20 389 73 49 34 52 70 22 128 20 50 24 24 20 32 52 20 7545 750 115 22 20 32 28 613 602 96 62 20 928 63 31 23 23 22 70529 28 78 11333 3438 44 20 164 27 27
internal_value=0 0.219262 1.58946 0.160944 0.140993 0.871663 1.78648 -0.00606597 0.377523 0.489462 1.51087 0.361786 0.0930552 0.472884 0.342685 0.0696333 0.622318 0.0178379 0.753917 0.056659 0.00611788 -0.0117008 0.0333856 0.0305304 0.137985 0.545958 0.00436044 -0.161956 0.34732 1.05392 0.0294018 0.126665 0.0519741 0.365395 0.0416702 0.0943879 0.00103232 -0.0166826 -0.437814 0.00860615 0.105534 -0.0169166 -0.0217114 -0.0904836 0.005397 0.0453312 -0.00806408 0.00898732 -0.021952 -0.128797 -0.6002
internal_weight=0 2621 107 2514 2493 87 42 100869 895 747 83 664 5418 317 295 5101 117 45 122 4984 1598 95451 9495 9475 1845 167 7630 148 52 98 1539 848 4964 158 4806 1678 7608 85956 96 173 150 85925 70721 691 15204 3827 11377 97 70693 77 59
internal_count=103490 2621 107 2514 2493 87 42 100869 895 747 83 664 5418 317 295 5101 117 45 122 4984 1598 95451 9495 9475 1845 167 7630 148 52 98 1539 848 4964 158 4806 1678 7608 85956 96 173 150 85925 70721 691 15204 3827 11377 97 70693 77 59
cat_boundaries=0 6 12 13 18 19 25 26 27 33 34 39
cat_threshold=49152 160 584 0 8212 4096 1073774592 536920064 4224 39977226 786432 32 310 72351748 37749256 268435560 1049600 16 1024 34604676 268583440 268501024 2097152 0 8448 3200 310 1049472 2151809024 590342 75608608 1954562274 8200 1044 1048576 0 0 67117088 32
is_linear=0
shrinkage=0.01


Tree=181
num_leaves=51
num_cat=6
split_feature=2 0 7 25 1 25 8 2 1 9 9 6 4 2 2 2 11 16 11 7 0 3 25 17 2 13 11 5 18 0 0 4 8 4 25 7 25 7 7 25 20 4 6 5 6 5 7 0 5 2
split_gain=1.27128e+06 2.05267e+06 2.9365e+06 833267 1.04974e+06 552384 524321 543729 475659 976621 389107 1.18185e+06 1.00662e+06 560712 358500 2.09212e+06 348931 266106 256657 561942 210096 280858 242795 194438 295339 184621 288140 169624 161767 157120 314936 159640 127844 127195 228346 115799 104643 98360.2 414953 90134.6 98804.3 77917.1 69486.5 68551.6 67267.1 56101.4 48519.8 40330.2 21640.9 4086
threshold=114.45750000000002 594.30750000000012 371.89150000000006 0 756.19086000000004 1 5.6990000000000007 383.96180000000004 226.32900000000004 319.79062500000009 4.5710000000000006 108.75750000000001 208.21944900000003 658.86750000000018 54.609000000000002 63.252850000000002 53.38750000000001 690.61569250000014 233.68794 221.43500000000003 11.555000000000001 670.0675 2 382.59200000000004 1070.9310000000003 237.51325000000003 400.91700000000003 198.78000000000003 26.960300000000004 367.42525000000006 658.11750000000018 1085.2750000000003 1117.4100000000001 46.57200000000001 3 58.387600000000006 4 104.10250000000001 183.74925000000002 5 484.19925000000006 10.509750000000002 87.303500000000014 552.55750000000012 606.07650000000001 14.904238000000001 63.095750000000002 53.937500000000007 897.08550000000014 1439.8675000000001
decision_type=2 2 2 9 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 9 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=5 3 6 4 10 8 7 -3 14 16 11 13 -13 -2 17 -16 27 29 28 -20 32 22 37 24 25 26 -5 35 -12 31 -31 -1 39 36 -35 -10 -24 41 -39 43 45 -22 47 44 -7 -41 -27 -17 -45 -26
right_child=1 2 -4 23 -6 20 -8 -9 9 -11 18 12 -14 -15 15 42 -18 -19 19 -21 21 -23 33 -25 49 46 -28 -29 -30 30 -32 -33 -34 34 -36 -37 -38 38 -40 40 -42 -43 -44 48 -46 -47 -48 -49 -50 -51
leaf_value=0.037527790081349072 0.18331747540600224 0.4283291368484497 4.8298422327908606 0.035308209811497425 2.2103486101088983 0.0053141878073500407 -0.3058241604220483 2.4477263991038005 0.22416646413229133 2.5520199267069499 0.026761894207447769 0.84164202371010421 3.1096149460758484 1.3439017772674562 3.5610030326843263 -0.29568587951660158 1.324157033735706 1.2072617521286011 1.4836354882376535 -0.2958307480812073 0.16554977223572429 1.13675851241402 0.025564419551644568 0.99962281084060667 -0.62628436978658042 -0.28404154170643198 1.1883673407814719 -0.5188523979844718 -0.62228988387932382 0.72053298217554884 -0.19380861620749198 0.93281172180175786 0.62555165567705706 0.53463056018372546 0.054136600029477816 1.0195305757522584 -0.052548157164079144 1.2326357221603395 -0.1059622320695357 -0.023919668979181546 0.57241583638957572 -0.0094668005282680188 0.53406126213073735 0.63367817379179459 -0.40028526794619679 0.014551728808991454 -0.95604699361891976 0.18393040657043458 0.18488006765192208 -0.79756013430081885
leaf_weight=4786 438 30 22 1454 31 15120 31 24 216 21 192 65 28 46 20 50 31 20 35 36 1110 23 4399 20 30 22 22 29 48 96 62 20 31 109 632 20 2797 40 55 66674 28 330 20 21 41 4019 21 27 22 26
leaf_count=4786 438 30 22 1454 31 15120 31 24 216 21 192 65 28 46 20 50 31 20 35 36 1110 23 4399 20 30 22 22 29 48 96 62 20 31 109 632 20 2797 40 55 66674 28 330 20 21 41 4019 21 27 22 26
internal_value=0 0.217074 1.57356 0.159339 0.397153 -0.00600486 0.730762 1.32584 0.0921247 0.468155 0.338327 0.492008 1.52447 0.293621 0.068937 0.616095 0.320313 0.0560924 0.0532016 0.581371 -0.0115833 0.0330539 0.0303739 0.0197032 0.0073849 0.0336776 0.0524947 0.202882 -0.103048 0.0514543 0.361741 0.0412535 -0.0165155 0.00800146 0.132762 0.29157 -0.00483451 0.145057 0.457658 -0.0167471 -0.0214942 0.125442 0.00889745 0.00534464 0.00421732 -0.0217325 -0.61223 -0.127509 0.404061 -0.705805
internal_weight=0 2621 107 2514 919 100869 85 54 5418 317 888 577 93 484 5101 117 296 4984 311 71 95451 9495 9472 1595 1575 1519 1476 265 240 4964 158 4806 85956 7937 741 236 7196 1535 95 85925 70721 1440 97 15204 15161 70693 43 77 43 56
internal_count=103490 2621 107 2514 919 100869 85 54 5418 317 888 577 93 484 5101 117 296 4984 311 71 95451 9495 9472 1595 1575 1519 1476 265 240 4964 158 4806 85956 7937 741 236 7196 1535 95 85925 70721 1440 97 15204 15161 70693 43 77 43 56
cat_boundaries=0 6 12 17 23 29 35
cat_threshold=50176 160 520 0 8196 4096 1073774592 536920064 4224 39977226 786432 32 72351748 37748744 268435560 1049600 16 33554432 0 8389120 0 0 256 53298696 2166358532 2203650 8192 268447812 4096 1049472 2151809024 590342 75608608 1954562274 8200
is_linear=0
shrinkage=0.01


Tree=182
num_leaves=58
num_cat=15
split_feature=2 25 11 6 6 16 13 12 8 25 7 2 4 7 16 14 3 2 2 25 12 8 4 10 25 3 24 10 14 4 6 25 24 2 6 3 2 4 3 11 3 10 8 25 24 24 25 8 14 24 25 25 6 10 25 4 3
split_gain=1.24598e+06 1.6007e+06 2.15831e+06 768268 862861 1.43762e+06 601578 552413 1.33423e+06 541385 529261 486072 444943 363350 273340 296022 308704 292279 2.08133e+06 232016 229503 168852 421945 363466 210225 401172 163408 160295 151243 133628 127547 126860 128954 121926 115025 120877 104180 99589.4 202778 93198.6 91068 87069.4 84701 81024.8 147435 66191.8 60226.7 166112 54870.2 49335.4 76086.1 53346.4 46684.8 44308.1 32661.7 17528.4 11675.7
threshold=114.45750000000002 0 798.75000000000011 194.48100000000002 521.79500000000019 108.94300000000001 0.45700000000000007 53.387500000000003 14.661000000000001 1 394.58800000000002 472.9221300000001 12.906600000000003 483.06600000000009 819.02500000000009 678.01075000000003 764.58775000000003 54.609000000000002 63.252850000000002 2 792.15000000000009 47.201000000000008 371.41875000000005 37.220000000000006 3 285.15000000000003 4 78.450000000000003 356.84390000000002 393.90000000000003 255.31490000000005 5 6 512.13625000000013 15.100500000000002 170.74000000000004 233.37814 606.76150000000018 29.783499999999997 252.32950000000002 31.803750000000004 206.34700000000004 678.89998000000014 7 8 9 10 11.382500000000002 162.70456050000004 11 12 13 119.62250000000002 25.519550000000006 14 891.77550000000008 1077.3535000000002
decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 1 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 9 1 1 9 2 2 1 9 9 2 2 9 2 2
left_child=9 2 3 6 5 12 7 11 -9 14 27 -2 -5 19 15 16 17 20 -19 26 -1 31 24 -24 25 28 52 -6 -23 36 40 32 46 39 35 -35 -8 49 55 41 -28 -21 48 44 -34 -45 47 -11 -26 50 -33 -51 54 -48 -3 -39 -18
right_child=1 13 -4 4 10 -7 29 8 -10 21 -12 -13 -14 -15 -16 -17 56 18 -20 33 -22 22 23 -25 42 -27 30 -29 -30 -31 -32 37 43 34 -36 -37 -38 38 -40 -41 -42 -43 -44 45 -46 -47 53 -49 -50 51 -52 -53 -54 -55 -56 -57 -58
leaf_value=0.073220399579930359 0.23033644574727766 0.09495042097664648 3.8168656835556032 2.143760394078714 1.3553721958160401 4.0759760842323303 -0.088239372786829029 3.055961344058697 -0.25049048133518387 0.029214163756888848 -1.1020162500653949 1.0087275862929845 0.58091778223003654 1.0336920218997532 1.25827161693573 1.1951724990208943 -0.56042613917383655 3.3602317853407424 -0.022493383453005836 -0.041182476593100502 1.0151039849794827 0.085897039717914098 0.30507832761966819 2.0135099124908447 -0.058564547447401083 1.2274288519471883 0.094775231274104602 0.18498897270722822 0.96093551468849192 0.50226349782943724 0.81885162012917667 0.0071169440015513442 -0.066612755428781756 -0.37263114261627195 -0.98946999708811445 0.45846873998641968 -0.68769580523173024 -0.17553617746829986 1.209485589504242 0.63122954726219183 0.36166643775637869 -0.68023529876362188 -0.50478400048755456 0.06503053772755632 0.17394531864508136 0.0054516491050808236 -0.040520867274883104 0.88844446534695831 0.40709570224468522 -0.088493240797698242 -0.022428522387504687 -0.025527246866919179 -0.40838824722501971 0.075471788279306576 -0.13773598436581888 0.21635935102190293 -0.86593003359707921
leaf_weight=5170 390 114 20 27 25 20 59 26 23 1035 21 101 56 36 20 24 29 22 105 690 26 1596 33 20 946 32 337 22 20 20 35 13709 349 105 24 21 57 25 20 20 206 22 42 2602 917 6543 5841 23 26 1392 23915 35995 36 349 108 21 22
leaf_count=5170 390 114 20 27 25 20 59 26 23 1035 21 101 56 36 20 24 29 22 105 690 26 1596 33 20 946 32 337 22 20 20 35 13709 349 105 24 21 57 25 20 20 206 22 42 2602 917 6543 5841 23 26 1392 23915 35995 36 349 108 21 22
internal_value=0 0.214903 0.56343 0.49326 1.09207 1.66925 0.341785 0.491493 1.50395 -0.00594425 0.217819 0.390454 1.08931 0.0391905 0.0912034 0.0870483 0.0820995 0.0895182 0.563491 0.0185793 0.0779334 -0.0114669 0.0662642 0.949769 0.0486738 0.117966 0.137023 0.807533 0.0967267 -0.252643 0.229766 -0.0137439 0.010371 -0.0941729 -0.354971 -0.234114 -0.3828 -0.0194148 0.368861 -0.0420171 0.196027 -0.0609285 -0.0644712 0.0329064 0.107628 0.022456 -0.0219994 0.0474446 -0.0461086 -0.019759 -0.0116641 -0.0278946 -0.0715708 -0.0339262 -0.0201756 0.00337265 -0.692212
internal_weight=0 2621 867 847 171 103 676 540 49 100869 68 491 83 1754 5418 5398 5374 5323 127 1718 5196 95451 2715 53 2662 1648 836 47 1616 136 578 92736 17659 882 150 126 116 75077 66 732 543 712 1014 10411 1266 9145 7248 1058 972 75011 37624 37387 258 6190 222 46 51
internal_count=103490 2621 867 847 171 103 676 540 49 100869 68 491 83 1754 5418 5398 5374 5323 127 1718 5196 95451 2715 53 2662 1648 836 47 1616 136 578 92736 17659 882 150 126 116 75077 66 732 543 712 1014 10411 1266 9145 7248 1058 972 75011 37624 37387 258 6190 222 46 51
cat_boundaries=0 6 12 18 24 25 31 32 37 38 39 45 46 52 58 64
cat_threshold=49152 160 520 0 8192 4096 1073774592 536920064 4224 39977226 786432 32 35653248 528 268501088 2097152 84 8448 103089672 131600 278954528 16777280 8388676 4352 1164 68158340 2151809024 269025386 67219488 1887453250 8 2697 1048576 0 8 12320 536887296 258 1026 128 4194304 65538 98304 1073741824 8 1079 539036672 310379040 536904468 1051141 16818488 8448 0 262146 784 269484544 48 1024 1024 512 32 0 0 256
is_linear=0
shrinkage=0.01


Tree=183
num_leaves=51
num_cat=6
split_feature=0 7 16 3 9 14 6 25 1 6 25 12 12 3 9 3 16 6 3 3 4 3 8 4 1 6 13 0 0 8 25 5 25 20 14 0 25 8 13 8 5 25 3 5 6 1 5 19 1 0
split_gain=1.04755e+06 1.13997e+06 4.33656e+06 917190 851897 637736 811766 432016 469514 499653 419341 492652 433184 299568 280817 506803 278286 241590 365140 652354 618748 205597 182129 160006 164184 159278 139974 128351 122607 116230 150498 147225 120065 137165 114288 97953.5 110910 89415.3 84558.2 82778.2 74665.6 72783.5 67725.7 61072.3 57422.3 55262.4 88933 55214.3 42445.4 16378.4
threshold=59.173000000000009 448.18200000000007 286.14200000000005 472.9221300000001 497.3561400000001 6.6365000000000007 228.79300000000003 0 413.70875000000007 53.105500000000006 1 375.28000000000003 621.24200000000008 170.74000000000004 523.54700000000014 20.978000000000005 286.14200000000005 183.56850000000003 82.242500000000007 414.53600000000012 117.54253850000002 888.10000000000014 1117.4100000000001 26.686800000000002 156.08950000000002 169.57550000000003 102.69600000000001 883.10000000000014 438.42500000000007 3.9698180000000005 2 171.08800000000002 3 4.8768000000000002 382.28075000000007 11.157000000000002 4 198.35000000000005 0.28700000000000009 22.156000000000006 4.4342985000000015 5 152.51760000000004 14.904238000000001 50.127800000000001 469.21250000000003 54.009400000000007 81.991800000000026 661.33164000000011 1438.4900000000002
decision_type=2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=7 3 4 10 13 6 23 8 17 45 12 27 14 40 16 -16 -2 29 26 20 -20 22 35 24 -5 -15 37 28 -12 32 31 -31 33 -1 -34 41 38 -19 -37 -28 -3 42 -9 -43 -32 -10 48 -38 -47 -29
right_child=1 2 -4 5 -6 -7 -8 21 9 -11 11 -13 -14 25 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 39 49 -30 30 44 -33 34 -35 -36 36 47 -39 -40 -41 -42 43 -44 -45 -46 46 -48 -49 -50 -51
leaf_value=0.11624813294549351 0.20461932568168095 0.52077599815700371 5.2266502852666941 0.55085161125659943 -1.4394366581543634 -0.3664075149808611 2.8585244552905742 -0.0052107374695061761 -0.13009331336388222 1.5802827335048366 -0.023852451455972142 1.4546175811601723 -1.1441800069808961 1.9522279294729235 2.1749542496651411 0.039251137542724614 -0.70724238781368032 -0.011382947174825351 0.7311300021126157 -0.35617098285305887 2.8681714007258416 0.71095994655902572 0.89448359922929244 0.23824255625406904 1.8168487628300987 0.7652150968404916 1.1285656690597534 -0.31348527366039802 0.25816233213790163 0.01995604803664985 -0.13824443721759866 0.80397455449104316 0.020995890026109305 -0.44730584708127114 0.59380692590985984 0.17749873962446497 0.0038802467071188751 0.55556584635088524 -0.11806419370316826 0.23965858286077324 -0.30395638443174816 -0.026694167930276298 0.13269257245142815 0.017197529054432444 -0.44128730035163993 0.73095219412515333 -0.22533492133730934 0.39157867560515536 0.33388540228207908 -0.62188195595374474
leaf_weight=2343 2140 23 21 20 23 28 26 21949 26 37 2005 23 24 20 20 25 34 271 42 31 20 39 22 30 21 26 20 51 167 571 524 25 7253 44 35 675 5102 31 113 22 21 55553 362 3362 71 43 21 37 72 26
leaf_count=2343 2140 23 21 20 23 28 26 21949 26 37 2005 23 24 20 20 25 34 271 42 31 20 39 22 30 21 26 20 51 167 571 524 25 7253 44 35 675 5102 31 113 22 21 55553 362 3362 71 43 21 37 72 26
internal_value=0 0.144327 1.05364 0.118066 0.278123 0.963043 1.3468 -0.00734412 0.0502358 0.531792 0.0946728 -0.00149497 0.191238 0.717055 0.206543 0.988453 0.190358 0.041802 0.272337 0.828275 1.4205 -0.014942 -0.0152684 0.793213 1.19929 1.28131 0.122039 -0.0163929 -0.00216899 0.0325306 -0.0606862 0.0519707 0.0440056 0.105418 0.0237142 -0.0154981 0.0237482 0.0468138 0.133422 0.662948 0.127154 -0.0183618 -0.0029719 -0.0241854 -0.171523 0.292322 0.373078 0.00665866 0.482354 -0.417619
internal_weight=0 4774 134 4640 113 125 97 98716 11502 199 4515 2272 2243 90 2219 45 2174 11303 437 93 62 87214 87175 71 41 46 344 2249 2172 10866 1191 596 9675 2387 7288 87153 5927 302 788 42 44 81226 22311 58915 595 162 136 5139 115 77
internal_count=103490 4774 134 4640 113 125 97 98716 11502 199 4515 2272 2243 90 2219 45 2174 11303 437 93 62 87214 87175 71 41 46 344 2249 2172 10866 1191 596 9675 2387 7288 87153 5927 302 788 42 44 81226 22311 58915 595 162 136 5139 115 77
cat_boundaries=0 6 12 17 23 26 32
cat_threshold=1073774848 537051264 529032 40075562 1074274304 32 34636292 16384 278987368 0 68 4096 0 16384 512 0 8192 1073774592 536903680 0 6422824 524288 32 72351744 33554432 98 9454208 2428502064 65604 75512320 880820450 8456
is_linear=0
shrinkage=0.01


Tree=184
num_leaves=61
num_cat=16
split_feature=2 0 7 25 1 25 8 2 1 9 24 11 9 6 4 2 2 2 16 11 7 0 3 25 24 0 25 24 4 26 0 25 6 3 4 2 24 5 4 25 25 1 5 25 20 0 0 24 25 6 26 25 8 26 1 1 24 11 2 2
split_gain=1.2066e+06 1.9763e+06 2.84463e+06 793252 1.01783e+06 521098 514285 528892 460075 954836 482886 564452 380986 1.14069e+06 980511 543899 345957 2.01486e+06 254428 245479 552603 199664 268116 233314 368693 435014 180520 240100 305266 166976 370279 172823 159842 148941 141958 141026 126548 123580 123125 223520 101858 101771 91150.8 85193.8 96347.4 80747.3 178520 74511.5 111975 67647.7 92610.4 59345 56483.5 55492.7 53468.8 52334.3 42558.1 25743.8 17462.7 4965.59
threshold=114.45750000000002 594.30750000000012 371.89150000000006 0 756.19086000000004 1 5.6990000000000007 383.96180000000004 226.32900000000004 319.79062500000009 2 53.38750000000001 4.5710000000000006 108.75750000000001 208.21944900000003 658.86750000000018 54.609000000000002 63.252850000000002 690.61569250000014 233.68794 221.43500000000003 11.555000000000001 670.0675 3 4 28.772400000000001 5 6 422.73350000000011 2022.5000000000002 335.27750000000009 7 11.217000000000001 31.803750000000004 257.54600000000011 512.13625000000013 8 1083.8250000000003 46.57200000000001 9 10 169.65250000000003 134.97880500000002 11 484.19925000000006 61.978000000000002 252.70150000000004 12 13 87.303500000000014 2022.5000000000002 14 45.345800000000004 2022.5000000000002 469.21250000000003 273.76200000000006 15 21.000235000000004 658.86750000000018 1070.9310000000003
decision_type=2 2 2 9 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 9 1 2 2 2 9 2 2 2 2 1 2 2 9 9 2 2 9 2 2 2 1 9 2 2 9 2 2 2 2 1 2 2 2
left_child=5 3 6 4 12 8 7 -3 16 10 42 32 13 15 -15 -2 18 -18 29 34 -21 37 23 24 25 -23 27 28 33 30 -1 -31 -12 -5 -14 41 -26 43 40 -40 -25 56 54 47 52 57 -47 48 -7 50 -19 -49 -45 58 -10 -43 -28 -29 -37 -55
right_child=1 2 -4 26 -6 21 -8 -9 9 -11 11 -13 19 14 -16 -17 17 49 -20 20 -22 22 -24 38 36 -27 35 45 -30 31 -32 -33 -34 -35 -36 53 -38 -39 39 -41 -42 55 -44 44 -46 46 -48 51 -50 -51 -52 -53 -54 59 -56 -57 -58 -59 -60 -61
leaf_value=0.082720798151597719 0.17742387694447007 0.41716265773773198 4.7474323385412047 0.075964981889811115 2.1722400591450355 0.18176232546318094 -0.31362886736469886 2.4088174295425415 -0.28169144439697269 2.5197713434128532 0.59288735498163037 2.183441917782738 -0.21644321798978738 0.82136811263744647 3.0597387511815346 1.3204750878396243 3.4941715450286863 0.21601734552627957 1.1796638975143432 1.4580337894984654 -0.3065840275006162 -0.15366325738755138 1.1106269173000169 0.025062287737817979 0.22835775695594446 1.0531612830136412 0.031287466620626717 -0.11648913676650435 1.4525143496195474 0.15851391505211898 0.73571355819702144 -0.052581760744243533 -0.2044851924527076 0.4543166785575673 0.42975671535584986 -0.38651273846626283 0.024898743592784135 0.62563505236307781 0.52802955420077347 0.052688617630864604 -0.052004264961062176 0.80884923696517941 -0.80782254912636509 -0.022461012629785497 0.56555147923529148 0.45281649973191007 -0.46724005158742266 -0.023894583138855643 0.02207239529422398 0.52644579958915716 -0.47764982700347902 0.024304378838249312 0.040475703329858524 -0.54891813051132932 0.22276604708503275 0.094088636579967688 -0.1422006796836853 -0.42527290471394857 0.0033461697896321613 -0.73170857802681299
leaf_weight=2472 438 30 22 276 31 497 31 24 55 21 133 21 199 65 28 46 20 39 20 35 36 44 23 4399 447 93 237 270 21 475 90 1927 31 167 41 20 951 30 109 632 2797 20 22 69161 28 71 30 7594 3352 20 38 3838 1456 42 34 21 340 30 27 23
leaf_count=2472 438 30 22 276 31 497 31 24 55 21 133 21 199 65 28 46 20 39 20 35 36 44 23 4399 447 93 237 270 21 475 90 1927 31 167 41 20 951 30 109 632 2797 20 22 69161 28 71 30 7594 3352 20 38 3838 1456 42 34 21 340 30 27 23
internal_value=0 0.211482 1.5425 0.154831 0.386864 -0.00584818 0.712988 1.30234 0.0894619 0.459279 0.313095 0.607012 0.328893 0.480962 1.49529 0.286061 0.0666552 0.604157 0.0540373 0.0467588 0.563298 -0.0112664 0.0322485 0.02963 0.142052 0.620291 0.0185977 0.115729 0.26865 0.0495021 0.10566 -0.0103962 0.442164 0.218594 -0.106051 -0.0965043 0.0911131 -0.0160745 0.00769917 0.130448 -0.00493001 -0.038656 -0.212323 -0.0162985 -0.0209279 -0.0634489 0.179532 0.00511345 0.0431098 0.00827731 -0.126312 -0.00770592 -0.0211634 -0.424319 -0.0889773 0.442752 -0.0728635 -0.147368 -0.162551 -0.613598
internal_weight=0 2621 107 2514 919 100869 85 54 5418 317 296 185 888 577 93 484 5101 117 4984 311 71 95451 9495 9472 1535 137 1595 865 464 4964 2562 2402 164 443 240 730 1398 85956 7937 741 7196 618 111 85926 70645 401 101 15281 3849 97 77 11432 70617 112 89 41 577 300 47 65
internal_count=103490 2621 107 2514 919 100869 85 54 5418 317 296 185 888 577 93 484 5101 117 4984 311 71 95451 9495 9472 1535 137 1595 865 464 4964 2562 2402 164 443 240 730 1398 85956 7937 741 7196 618 111 85926 70645 401 101 15281 3849 97 77 11432 70617 112 89 41 577 300 47 65
cat_boundaries=0 6 12 13 18 19 25 26 31 32 38 44 50 51 55 61 62
cat_threshold=50176 160 520 0 8196 4096 1073774592 536920064 4224 39977226 786432 32 2752 72351748 37748744 268435560 1049600 16 1024 34603648 16912 268501088 2129920 80 8448 881 1073741824 16384 0 4194560 524288 38 33554432 0 8389120 0 0 256 53298696 2166358532 2203650 8192 268447812 4096 1049472 2160197632 590342 75608608 1954562242 8200 1044 1048576 12582912 0 67117600 1049088 2160066560 6 67154464 8388672 8192 1801
is_linear=0
shrinkage=0.01


Tree=185
num_leaves=52
num_cat=14
split_feature=2 4 25 25 2 8 10 9 4 0 9 24 2 24 5 3 2 2 1 0 25 0 4 8 25 0 26 1 13 3 0 25 24 0 25 25 7 7 8 11 11 1 25 0 24 19 24 3 25 5 2
split_gain=1.24652e+06 3.61854e+06 1.12777e+06 807428 687585 857487 1.13412e+06 823368 468342 456707 454087 429813 797966 429790 825156 986604 846780 4.93516e+06 449796 681189 507904 317661 313919 301155 270505 248459 428572 235053 202547 178441 174285 276889 556455 172945 165906 157754 155498 130665 121197 120441 496255 171718 109203 94474.9 86302.8 80985.7 74050 205547 88124 16827.5 24227.4
threshold=364.96250000000003 891.77550000000008 0 1 542.8678000000001 51.914800000000007 22.168000000000003 553.21400000000006 483.06600000000009 10.847970000000002 2.2140000000000009 2 883.10000000000014 3 392.81250000000006 108.75750000000001 52.029000000000003 62.336000000000006 180.57000000000002 80.731500000000025 4 883.10000000000014 81.524400000000014 678.89998000000014 5 316.39255000000009 2022.5000000000002 1439.8675000000001 2.1650000000000005 233.37814 11.157000000000002 6 7 123.504 8 9 421.77600000000007 221.43500000000003 3.4475000000000002 53.38750000000001 98.892500000000013 180.57000000000002 10 144.67100000000002 11 739.20000000000016 12 117.54253850000002 13 24.787500000000005 512.13625000000013
decision_type=2 2 9 9 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 9 1 2 9 9 2 2 2 2 2 2 9 2 1 2 1 2 9 2 2
left_child=3 2 4 13 5 6 9 8 10 -2 -6 12 49 21 16 -16 18 -18 20 -20 -15 23 27 39 25 29 -27 30 -19 34 35 32 -32 -31 -24 44 46 38 43 41 -41 -1 -33 -13 -5 -37 47 -26 -48 50 -4
right_child=1 -3 11 22 7 -7 -8 -9 -10 -11 -12 37 -14 14 15 -17 17 28 19 -21 -22 -23 24 -25 36 26 -28 -29 -30 33 31 42 -34 -35 -36 45 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 48 -49 -50 -51 -52
leaf_value=-0.014522747877971181 0.56093835860490804 4.4065459060668948 0.10522810967763264 0.049584399693301737 0.65090165849409853 -0.13937272888241392 3.851163391113281 2.1516568860140715 -1.3425179252624511 2.0393888233159041 -0.58455047743661059 -0.25356747104026178 1.9873925253061149 0.71371855002789464 0.29921818024771557 2.9002339023590089 5.2686262122067538 0.46621369491422798 0.20781067644556361 1.7223176509835001 0.043167985326058415 1.2633729591369629 0.41954501799900423 1.1309967463949453 0.060394919717086944 1.7900769071225768 0.12340969251261819 0.97828428546587631 -0.25640120460987093 0.30888751221696537 0.82247697379054696 0.035894205378112692 0.097489698272448869 1.2494214320182802 0.071959478242954303 -0.021053088706143787 0.75529550824846536 -1.0475987885215066 0.28454691899789347 1.6404145841165021 -0.033216360610919995 -0.42062954598823482 -0.038359645000651865 -0.87684726715087891 -0.008762303435495309 0.58576054226268415 -0.17808902686029981 1.0194774761566749 0.019127181578445208 0.23249221515655516 -0.28742195454510777
leaf_weight=1325 48 22 30 5183 102 33 20 22 20 37 42 185 26 111 35 25 22 173 96 43 1768 20 166 23 159 27 36 24 50 60 106 4956 1336 29 692 76567 28 22 37 22 91 113 3285 28 4953 22 279 26 1045 20 33
leaf_count=1325 48 22 30 5183 102 33 20 22 20 37 42 185 26 111 35 25 22 173 96 43 1768 20 166 23 159 27 36 24 50 60 106 4956 1336 29 692 76567 28 22 37 22 91 113 3285 28 4953 22 279 26 1045 20 33
internal_value=0 0.412779 0.288151 -0.00275845 0.70998 1.26671 1.70863 0.335091 0.0914054 1.2045 0.290561 -0.0869224 0.420117 0.137871 0.224537 1.38297 0.194815 0.749978 0.127414 0.676327 0.0868082 0.0109558 -0.00833681 -0.00488845 0.101243 0.22735 0.837696 -0.0112319 0.304192 0.189147 -0.0114783 0.0287601 0.15608 0.615354 0.144936 -0.0159709 0.0167866 -0.297804 -0.243734 -0.0217327 0.292623 -0.0464352 0.00628476 -0.335501 0.0210925 -0.0208761 0.0031946 0.185175 -0.0234547 -0.0202197 -0.100446
internal_weight=0 727 705 102896 324 138 105 186 164 85 144 381 109 3917 2323 60 2263 245 2018 139 1879 1594 98979 1574 2547 1010 63 96432 223 947 96408 9683 1442 89 858 86725 1537 272 250 1551 113 1438 8241 213 10136 76589 1509 185 1324 83 63
internal_count=103623 727 705 102896 324 138 105 186 164 85 144 381 109 3917 2323 60 2263 245 2018 139 1879 1594 98979 1574 2547 1010 63 96432 223 947 96408 9683 1442 89 858 86725 1537 272 250 1551 113 1438 8241 213 10136 76589 1509 185 1324 83 63
cat_boundaries=0 6 11 12 13 18 24 28 29 34 40 46 47 48 53
cat_threshold=1081344 512 512 32768 8192 8192 32768 536870912 4096 141721600 262192 1289 2945 0 0 0 131072 32 69222400 512 10486304 0 8196 4352 79691780 33570818 268435560 8192 1024 67125248 0 8388608 0 8192 1880097024 272810016 914 100672042 1686127616 1056 53282304 2149581336 8486914 1024 268444228 4096 1307 257 8388608 2147614720 8 33619970 8388608
is_linear=0
shrinkage=0.01


Tree=186
num_leaves=51
num_cat=17
split_feature=25 1 16 9 3 22 13 5 10 24 3 24 0 0 25 0 5 7 24 12 25 24 25 24 1 0 26 0 25 1 3 7 9 19 25 24 1 24 25 25 16 3 14 25 7 4 7 25 7 26
split_gain=1.072e+06 1.06097e+06 1.30478e+06 1.28451e+06 2.82555e+06 1.20249e+06 715461 494957 491638 529644 397181 498625 455624 310122 305795 265928 294027 301727 254372 242513 237380 223725 414267 215568 213487 200202 176263 171054 145939 106727 95990.8 98988.8 91395.1 99366.6 91163.4 89951.7 84212.7 80273.1 406998 164608 62736.5 60998.9 76188.5 72608.3 60174.7 44252.5 47391.4 37002.1 18751.2 8757.52
threshold=0 210.63000000000002 925.3130000000001 319.79062500000009 42.911000000000008 218.20146900000003 368.06200000000007 678.89998000000014 362.00600000000003 1 252.32950000000002 2 10.847970000000002 8.0935000000000006 3 11.555000000000001 234.22 421.77600000000007 4 239.70000000000002 5 6 7 8 273.76200000000006 285.35875000000004 2022.5000000000002 187.95300000000003 9 542.71780000000012 190.99500000000003 35.041200000000011 128.24750000000003 437.98500000000007 10 11 884.13250000000005 12 13 14 68.610000000000028 9.6030000000000015 365.50250000000005 15 394.58800000000002 229.75969200000003 264.10000000000008 16 552.55750000000012 2022.5000000000002
decision_type=9 2 2 2 2 2 2 2 2 1 2 1 2 2 9 2 2 2 1 2 9 1 9 1 2 2 2 2 9 2 2 2 2 2 9 1 2 1 9 9 2 2 2 9 2 2 2 9 2 2
left_child=1 2 5 7 -5 10 -6 8 9 26 14 12 -12 -11 23 28 17 20 -16 -13 21 22 -17 -1 25 30 -3 -19 32 -23 31 -18 33 37 35 -22 41 38 -2 -39 -36 44 43 -43 47 46 49 -30 -46 -34
right_child=15 3 -4 4 6 -7 -8 -9 -10 13 11 19 -14 -15 18 16 24 27 -20 -21 34 29 -24 -25 -26 -27 -28 -29 36 -31 -32 -33 45 -35 40 -37 -38 39 -40 -41 -42 42 -44 -45 48 -47 -48 -49 -50 -51
leaf_value=0.092978012480798927 0.65542176637866278 0.097285847663879391 2.628885090827942 4.4735240102767948 -0.48128103985505943 2.4603946434883843 1.7737981017430624 -1.0168800750145546 1.7372693252563476 0.24304905398533894 0.45782754075938259 0.0083569220066070562 1.8072966701334172 0.80503638242301279 0.22047005283410526 0.74345011357452961 0.49651277962230866 0.19257015800476077 0.028664843645978603 1.1632697381973267 0.028898880523547794 0.02547908870309671 0.11297883129663007 -0.063894855849534984 -0.28416228991566284 1.3053627330064774 -0.67924732007478417 1.4570790467054948 -0.038878533369841976 -0.64316159923871352 1.0036355155977337 -0.20321706427633765 -0.045865396241010242 0.66341507871945693 -0.034061150064018525 -0.34165639784871316 0.50109359641228957 -0.31831884106503255 0.038699977536680835 0.0075239230727192951 0.3556492297989981 0.034376837548446317 0.62743035960197446 -0.041671069447765129 0.40055227320368697 -0.60620735645294188 0.34987558555603032 -0.019678639591239916 0.094260820731138575 -0.18306575158780272
leaf_weight=1321 100 60 20 25 34 21 24 26 26 208 58 200 44 186 1420 101 62 20 1362 20 104 4473 2038 2553 33 32 57 23 12302 24 22 30 59 24 2508 186 31 148 4148 8258 42 3768 20 1871 41 20 20 55191 39 220
leaf_count=1321 100 60 20 25 34 21 24 26 26 208 58 200 44 186 1420 101 62 20 1362 20 104 4473 2038 2553 33 32 57 23 12302 24 22 30 59 24 2508 186 31 148 4148 8258 42 3768 20 1871 41 20 20 55191 39 220
internal_value=0 0.113881 0.0783373 0.501837 1.6632 0.071049 0.451855 0.330624 0.395866 0.327615 0.0638583 0.406869 0.947099 0.49577 0.0472644 -0.00893774 0.0407097 0.0331591 0.127006 0.108421 0.0293665 0.0620577 0.14607 -0.0103009 0.442243 0.606431 -0.258897 0.868935 -0.0145205 0.021862 0.410239 0.26834 0.0163557 0.0205747 -0.0470731 -0.212234 -0.0199975 0.0193555 0.0547231 0.00141557 -0.0275344 -0.0202208 0.0113167 0.00913148 -0.022862 -0.150806 -0.120345 -0.0231869 0.251235 -0.154052
internal_weight=0 7665 7019 646 83 6999 58 563 537 511 6978 322 102 394 6656 95958 9698 9519 2782 220 9476 6636 2139 3874 179 146 117 43 86260 4497 114 92 12997 12678 2840 290 73263 12654 4248 8406 2550 73232 5659 5639 67573 319 299 67493 80 279
internal_count=103623 7665 7019 646 83 6999 58 563 537 511 6978 322 102 394 6656 95958 9698 9519 2782 220 9476 6636 2139 3874 179 146 117 43 86260 4497 114 92 12997 12678 2840 290 73263 12654 4248 8406 2550 73232 5659 5639 67573 319 299 67493 80 279
cat_boundaries=0 5 6 7 12 13 19 20 23 24 30 34 35 36 40 41 47 53
cat_threshold=1081344 536887296 4608 141721600 262176 2177 592 1048576 16384 512 2097152 262144 95 132974084 2183135754 276922474 8192 8212 4352 1286 67108864 0 8 531 1879048448 272793728 400 100672042 1955079184 1312 1342177280 4194432 524672 33554434 27 1292 1073741824 0 0 32 1073741824 132466185 2183135776 69304418 64 580 4096 2348814403 209782784 3994289184 1073758592 24248320 128
is_linear=0
shrinkage=0.01


Tree=187
num_leaves=59
num_cat=15
split_feature=2 16 25 25 3 7 4 7 10 24 5 3 2 2 25 14 12 24 4 8 6 25 8 4 24 2 24 25 5 25 24 10 26 19 8 25 24 25 3 6 10 2 14 7 19 25 13 2 12 8 4 19 8 2 3 2 8 26
split_gain=1.2098e+06 4.36921e+06 774717 773261 628608 641058 429494 678025 1.02942e+06 418415 804280 966525 824261 4.83723e+06 411108 372092 359032 356712 305377 278775 273190 269552 289111 378542 236454 526315 187288 197118 145254 141513 196036 132394 116102 105793 103729 107743 98500.9 162866 196516 98092.7 154007 175126 86230.8 130078 82178.5 77591.6 79085.3 73836.2 67213.2 56639.6 49247.9 46828.8 43717.5 11577.2 10969.6 7041.55 3828.3 1924.41
threshold=364.96250000000003 352.21000000000004 0 1 472.9221300000001 62.172000000000004 547.82000000000005 152.16750000000005 151.12275000000002 2 392.81250000000006 108.75750000000001 52.029000000000003 62.336000000000006 3 522.5150000000001 422.87500000000006 4 81.524400000000014 551.49600000000009 303.53610000000003 5 239.43773250000004 371.41875000000005 6 1070.9310000000003 7 8 156.52200000000002 9 10 62.399000000000008 2022.5000000000002 166.33925000000002 401.69424000000004 11 12 13 108.75750000000001 288.21750000000009 151.12275000000002 101.31180000000002 245.84250000000003 264.10000000000008 739.20000000000016 14 278.25000000000006 749.57248000000016 34.885000000000012 21.341000000000005 360.15000000000003 5.6095500000000014 3.4475000000000002 542.8678000000001 111.55832500000001 597.17782000000011 551.49600000000009 2022.5000000000002
decision_type=2 2 9 9 2 2 2 2 2 1 2 2 2 2 9 2 2 1 2 2 2 9 2 2 1 2 1 9 2 9 1 2 2 2 2 9 1 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 9 6 -6 7 17 -9 15 12 -12 14 -14 32 19 -16 -2 29 28 -15 22 26 -24 25 54 51 -28 33 30 45 -30 -11 -1 35 -32 37 38 -23 44 41 -41 43 -38 48 49 -47 52 -31 -5 -39 -20 53 -26 55 -4 -36 -49
right_child=1 -3 24 18 5 -7 -8 8 -10 10 11 -13 13 20 16 -17 -18 -19 21 -21 -22 36 23 -25 47 -27 27 -29 31 39 34 -33 -34 -35 56 -37 42 50 -40 40 -42 -43 -44 -45 -46 46 -48 57 -50 -51 -52 -53 -54 -55 -56 -57 -58 -59
leaf_value=0.019085753656408046 0.63601132595238574 4.3539679746274595 -0.10383126908160271 -0.11662513366267421 2.3351607924699782 0.42043387395494125 -0.71989007155100515 2.6603391411900521 0.059055258652259565 1.0531985053369555 0.29142698396955219 2.8658394893646237 5.2123912360451436 0.18460279442296171 0.069445884540263153 1.1962546091813306 1.1216602533513851 -0.11640780859060222 -0.05879604085831714 1.0376123609542847 1.3829972843896774 0.18733414733409881 0.26397569355211764 1.848377204990387 -0.40582063361779969 1.4980977981567385 0.6139568916535536 0.17541176203891323 -0.18992820677233904 -0.018026640705137483 0.18475003260242587 -0.9881859237670898 0.41149196766040946 -0.52287132185858654 -0.43321956157684327 0.039321877484065959 -0.038297298449970957 0.044987321973386389 0.90017859122332411 -0.0034966402404052388 1.0304632005691527 0.86111783522146723 -0.6098287284851075 0.50473095191561657 0.62442194843292231 -0.010964766871824173 0.48892185956239703 -0.75507320030875835 0.043097371872646083 0.072334956136014719 -0.28468514465449152 0.39388508110046389 0.17904283809661867 -0.15720984275524433 0.0815142593383789 -0.29798766024651069 -0.28026485111978316 -0.63732218469892232
leaf_weight=1358 109 27 47 1336 36 34 33 32 29 59 35 25 22 202 1872 26 33 133 266 25 21 160 38 25 67 25 141 417 123 80733 534 25 54 37 30 8586 1075 221 51 177 20 27 25 46 20 2881 32 23 1840 180 57 25 20 26 20 31 36 35
leaf_count=1358 109 27 47 1336 36 34 33 32 29 59 35 25 22 202 1872 26 33 133 266 25 21 160 38 25 67 25 141 417 123 80733 534 25 54 37 30 8586 1075 221 51 177 20 27 25 46 20 2881 32 23 1840 180 57 25 20 26 20 31 36 35
internal_value=0 0.406657 0.254403 -0.00271526 0.530016 1.40515 0.363471 0.48146 1.42366 0.134906 0.220415 1.3641 0.191066 0.738797 0.124567 0.00969409 0.0872154 0.243963 -0.00817431 -0.00991919 0.297456 0.0999043 0.236503 0.892706 -0.139488 0.187707 0.190596 0.295085 -0.0268915 -0.0110298 0.0188399 -0.324769 0.685848 0.00471126 0.0451749 0.0480828 0.0221277 0.139474 0.34336 -0.0159407 0.193038 0.110938 -0.0287177 -0.0160142 -0.0165094 -0.0357592 -0.00545467 -0.372207 -0.0166646 -0.093572 -0.0218224 -0.0192446 -0.245102 -0.336317 -0.127422 -0.180996 -0.34979 -0.684017
internal_weight=0 727 700 102896 406 70 336 303 61 3917 2323 60 2263 245 2018 1594 1905 242 98979 1568 223 2547 912 63 294 123 849 558 1543 96432 13615 148 113 1395 9186 9120 1635 489 211 82817 224 204 1146 1121 82593 4429 2913 171 82573 1516 278 291 113 93 98 78 66 58
internal_count=103623 727 700 102896 406 70 336 303 61 3917 2323 60 2263 245 2018 1594 1905 242 98979 1568 223 2547 912 63 294 123 849 558 1543 96432 13615 148 113 1395 9186 9120 1635 489 211 82817 224 204 1146 1121 82593 4429 2913 171 82573 1516 278 291 113 93 98 78 66 58
cat_boundaries=0 6 11 12 17 18 24 25 26 32 38 39 43 44 48 54
cat_threshold=1081344 512 544 33587200 8192 8192 32768 536870912 4096 141721600 262192 2945 0 0 0 131072 32 153 69222400 512 10486272 0 8196 12544 1368 2317 67125248 0 8388608 0 0 256 1884291844 4374530 426 100671530 1619002370 1056 2752 1342177280 32768 0 42 785 1536 16384 96 33554432 1343225856 32768 290 67108898 0 1024
is_linear=0
shrinkage=0.01


Tree=188
num_leaves=47
num_cat=7
split_feature=2 16 25 18 25 0 4 2 2 0 7 25 8 4 14 7 10 4 1 0 12 9 5 13 12 0 25 7 25 25 2 1 0 8 14 25 2 2 8 2 19 6 15 10 2 5
split_gain=1.18613e+06 4.28211e+06 759584 816701 757862 522203 299468 286017 3.04064e+06 283274 266579 264402 283282 371009 259957 254297 624909 232792 228639 220476 211257 559183 222833 191661 445435 166730 268545 253275 150747 133602 530632 135774 129173 225585 128953 105049 99709.2 156778 99298.6 84036.9 77499.2 74912.5 69703.3 66529.3 39609.8 21702.8
threshold=364.96250000000003 352.21000000000004 0 126.68500000000002 1 748.92250000000013 81.524400000000014 54.609000000000002 63.252850000000002 234.07000000000002 552.55750000000012 2 239.43773250000004 371.41875000000005 678.01075000000003 108.77100000000002 151.12275000000002 5.423635 1439.8675000000001 1077.3535000000002 422.87500000000006 4.4150000000000009 392.81250000000006 1.5788500000000001 166.70600000000002 11.157000000000002 3 104.10250000000001 4 5 7.7340000000000009 133.78600000000003 242.5325 13.870200000000002 340.66206000000005 6 1070.9310000000003 1439.8675000000001 455.79000000000002 108.75750000000001 739.20000000000016 119.62250000000002 137.55900000000003 33.243000000000002 7.8873450000000007 31.267000000000003
decision_type=2 2 9 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 7 15 18 14 -9 36 23 12 29 -14 19 17 -17 -2 25 20 22 -22 -1 24 -10 28 27 -27 39 30 -8 -31 34 44 38 -28 43 -38 -13 -6 -30 -35 -25 45 -34 -4
right_child=1 -3 9 -5 6 -7 11 8 10 -11 -12 32 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 42 -26 26 35 -29 40 31 -32 -33 33 41 -36 -37 37 -39 -40 -41 -42 -43 -44 -45 -46 -47
leaf_value=0.064879234544225658 0.64160514234042754 4.3104282930162219 -0.24438017301699697 -1.2131304344177247 0.015683551852162123 2.0497071868896484 0.18634020305541626 4.0858243161156063 0.14732568928518811 -1.1839236036936442 1.1717428119365985 0.019843252336055179 0.26133593358491597 1.829893441963196 1.1864447030154142 1.7845700201392174 0.055166956669575454 0.042014427942650347 0.96500268141428636 0.89722892424639544 -0.13029856936136883 2.0283714890480042 0.57202511811189438 -0.41940260921915373 1.6892924461364747 0.12382252751587829 0.035101503224875943 0.72447034491075057 -0.020524532854173883 0.054247032339275421 1.5106501202325564 0.46721868290215413 -0.24830720147916249 0.52515197407115588 -0.77853425525483633 -0.037726234500218683 0.76392602111354024 -0.34135447729201546 -0.68947051048278807 0.18613737803177546 0.57308336171236907 1.370772105872631 0.23537271516663688 0.38846421695890881 0.30956360530853272 0.071179195785522453
leaf_weight=3266 164 27 170 25 9838 25 166 21 296 24 26 1497 38 25 22 48 37 107 24 34 30 20 89 72 20 1368 4956 74 76567 553 37 93 35 22 21 3285 33 21 20 298 22 20 21 21 20 25
leaf_count=3266 164 27 170 25 9838 25 166 21 296 24 26 1497 38 25 22 48 37 107 24 34 30 20 89 72 20 1368 4956 74 76567 553 37 93 35 22 21 3285 33 21 20 298 22 20 21 21 20 25
internal_value=0 0.402661 0.251933 0.524841 -0.00268712 0.652656 -0.00809154 0.133557 0.369315 -0.138094 0.189897 0.0989362 0.234224 0.883779 0.102881 0.554549 1.03177 0.404866 -0.0109192 0.0959494 0.0879484 0.733169 0.0783326 0.127482 0.244919 -0.0111622 0.0281944 0.153581 -0.0155564 0.188783 0.407636 0.111966 0.0219064 0.375972 -0.000281717 0.00606061 -0.0502455 0.334095 0.0104917 0.0206745 -0.0203514 0.927828 -0.27155 -0.146331 -0.0454451 -0.203924
internal_weight=0 727 700 406 102896 381 98979 3917 456 294 435 2547 912 63 3461 356 85 271 96432 3439 3405 50 3355 409 316 96408 9683 1442 86725 849 203 646 1635 97 1538 8241 270 54 1517 10136 76589 42 93 216 55 195
internal_count=103623 727 700 406 102896 381 98979 3917 456 294 435 2547 912 63 3461 356 85 271 96432 3439 3405 50 3355 409 316 96408 9683 1442 86725 849 203 646 1635 97 1538 8241 270 54 1517 10136 76589 42 93 216 55 195
cat_boundaries=0 6 11 17 21 27 33 39
cat_threshold=1081344 512 544 33587200 8192 8192 32768 536870912 4096 141721600 262192 69222400 512 10486272 0 8196 12544 79691780 33570818 268435560 8192 1880097024 272810016 914 100672042 1686127616 1056 67125248 0 8388608 0 0 256 53282304 2149581336 8486914 1024 268444228 4096
is_linear=0
shrinkage=0.01


Tree=189
num_leaves=35
num_cat=0
split_feature=2 16 3 1 9 12 0 16 7 10 3 0 5 5 7 11 4 26 2 2 26 6 10 18 6 6 3 5 3 6 6 0 7 6
split_gain=1.16253e+06 4.19689e+06 732498 517794 641584 710256 357150 342131 328210 815010 503971 328993 296468 357523 286863 243693 230009 227324 218141 744418 2.15154e+06 246166 197029 170130 167691 166014 143193 140404 740921 170504 111021 127575 71927.8 236.886
threshold=364.96250000000003 352.21000000000004 472.9221300000001 180.57000000000002 319.79062500000009 218.14250000000004 538.27200000000016 1107.6734000000001 108.77100000000002 147.34650000000002 7.7340000000000009 538.27200000000016 678.89998000000014 448.18200000000007 421.77600000000007 176.37682000000004 195.82340000000002 2022.5000000000002 54.609000000000002 55.44250000000001 2022.5000000000002 665.85000000000014 130.02000000000001 422.53750000000008 11.217000000000001 119.62250000000002 764.58775000000003 616.44275000000005 108.75750000000001 28.879500000000004 1054.5000000000002 1077.3535000000002 522.5150000000001 1424.6500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 7 12 22 26 18 11 10 -10 15 13 14 25 17 -11 -2 27 20 -20 23 24 -21 -6 -5 -4 30 29 -29 31 -1 -16 -32
right_child=1 -3 6 4 5 -7 -8 -9 9 16 -12 -13 -14 -15 32 -17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 33 -33 -34 -35
leaf_value=-0.0091321028063429174 0.24574294343168437 4.2673239813910593 0.28977771188273577 0.13677948229167888 -0.64801425731182094 2.3577020871197734 2.2511478178841728 1.1642119007110596 2.4555725691868706 0.29634395440419514 0.5939787009268096 -1.0493607379772045 -0.91076170250221544 1.2271828462282817 1.362426127433777 1.1656567125320434 -1.1367130794979279 -0.19786872182573592 3.4160829781532289 0.039877177669524755 -0.42493294535364423 1.0614346234003704 1.2150786341428756 0.96484359633922578 0.64694180607795715 -0.21611125967646605 1.2362623767698966 -0.19895658228657034 1.9074591001868249 0.67096339140986572 -0.50105772311870866 0.39806879947711893 0.55042994529008871 -0.45749027132987979
leaf_weight=97419 247 27 33 1266 20 27 21 25 26 24 33 27 27 30 20 20 21 217 25 3464 35 24 20 20 20 149 31 101 24 29 26 77 24 24
leaf_count=97419 247 27 33 1266 20 27 21 25 26 24 33 27 27 30 20 20 21 217 25 3464 35 24 20 20 20 149 31 101 24 29 26 77 24 24
internal_value=0 0.398635 0.249414 -0.00266025 0.175661 1.01078 1.11954 -0.00548225 0.129153 0.641226 1.41434 0.0249342 0.127735 0.146566 0.124346 0.0848639 -0.372416 0.038278 -0.00577101 0.0710301 1.17549 0.0521396 0.404669 0.045187 -0.000536226 0.09962 0.748231 -0.00857578 0.293132 -0.00489751 -0.0090521 -0.00881051 0.919519 -0.480145
internal_weight=0 727 700 102896 1603 87 85 101293 615 104 59 511 1516 1489 1459 484 45 464 101268 3568 60 3508 60 3484 40 1415 64 97700 154 130 97546 97496 44 50
internal_count=103623 727 700 102896 1603 87 85 101293 615 104 59 511 1516 1489 1459 484 45 464 101268 3568 60 3508 60 3484 40 1415 64 97700 154 130 97546 97496 44 50
is_linear=0
shrinkage=0.01


Tree=190
num_leaves=52
num_cat=5
split_feature=0 17 25 25 10 4 0 9 10 12 11 0 6 9 12 5 4 5 14 16 4 2 25 0 12 8 3 4 13 9 25 9 5 25 16 6 3 14 3 13 2 6 0 5 16 8 3 8 2 5 5
split_gain=1.21488e+06 2.33018e+06 680515 641164 526293 359652 359204 341912 548799 826255 355008 288885 278894 270169 496082 456299 340760 434469 291024 241065 293906 256453 236443 227424 220373 195727 223455 193603 400008 327410 304143 228514 185144 165180 160300 131645 111658 110073 108733 104158 99620.7 221519 96601.5 91580 83629.2 76578.2 58495.2 55432.2 66129.1 26297 23139.3
threshold=262.14225000000005 423.27250000000009 0 1 485.19100000000009 303.67750000000007 28.148500000000002 617.48075000000006 22.333736000000005 53.387500000000003 11.327 29.239750000000004 521.79500000000019 53.105500000000006 483.25025000000005 552.55750000000012 165.05000000000004 6.9677500000000014 7.0437500000000002 182.29140000000004 1.1155000000000002 52.029000000000003 2 594.30750000000012 422.87500000000006 232.56050000000002 261.97000000000008 216.15000000000003 174.84360000000001 64.915650000000014 3 1.6205000000000001 43.095000000000006 4 371.63775000000004 91.254000000000019 888.10000000000014 808.55215250000015 1.4240000000000002 145.45400000000004 91.088000000000008 222.67000000000004 28.772400000000001 190.63000000000002 196.83723500000002 225.65850000000003 354.51980000000003 204.81500000000003 52.962600000000009 31.267000000000003 23.593500000000006
decision_type=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 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 13 5 25 27 8 9 10 -2 38 22 18 15 16 32 -18 19 20 21 -1 24 -7 -13 26 -4 33 30 -30 31 -29 -15 40 -21 -22 37 -35 42 43 45 -42 -8 -10 -24 -5 -32 48 50 -50 -20
right_child=1 -3 4 6 -6 23 11 -9 39 -11 -12 12 -14 14 -16 -17 17 -19 47 34 35 -23 44 -25 -26 -27 -28 28 29 -31 46 -33 -34 36 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 -48 -49 49 -51 -52
leaf_value=0.12683565856068429 0.62725662003796423 3.3365082572586835 0.059571454193916219 0.015957159557718131 1.609807647523426 -0.29361829564378072 0.39066321015357974 1.8250654144287108 -0.13037601856958297 2.3844731682997482 -0.5876548352608314 0.11427963812262895 1.1356163235505421 -0.13877696971098583 1.7265844238721408 1.6468756690750952 2.0258143338702972 0.19640086734996121 -0.28175787732407853 1.5041966528892516 -0.20693576179338657 0.47947952117836268 -0.018715978754716013 -1.6171657829284669 -0.84731315533320117 -0.67857263854055694 0.81588544890994119 0.48081095947390018 0.24283347084408716 2.0306095924377443 -0.071028684242205181 -0.25322121005791887 0.49869628644380415 -0.01849616454675353 0.36962295821218782 0.23808995557994381 0.59189126173655193 0.7055871663774762 0.12589729115769671 0.28169204439177659 0.088623091414593708 0.81408292992909748 1.1076887788659051 -0.91537367281706439 -0.66824605464935305 -0.169255781456744 -0.60358202327381483 0.24570495700836184 -0.89667972347953095 -0.39566415238380431 0.0041428404419045703
leaf_weight=2159 321 25 559 13460 21 37 34 20 42 26 26 3422 24 180 26 23 21 34 111 20 351 228 2234 20 24 33 42 230 21 20 330 52 61 77996 33 82 30 21 37 33 651 45 42 23 20 227 22 20 22 20 38
leaf_count=2159 321 25 559 13460 21 37 34 20 42 26 26 3422 24 180 26 23 21 34 111 20 351 228 2234 20 24 33 42 230 21 20 330 52 61 77996 33 82 30 21 37 33 651 45 42 23 20 227 22 20 22 20 38
internal_value=0 0.314756 0.25196 -0.00165832 0.0495478 0.00284738 -0.00632306 0.533602 0.490092 0.665058 0.536226 0.0697741 0.0598895 0.132572 0.398347 0.290089 0.184663 0.894904 0.10327 0.129596 0.117038 0.160519 0.0553602 -0.758021 0.107271 0.0712535 0.112425 -0.0110945 0.157648 1.11492 0.0957425 0.333627 0.0225752 -0.0123268 0.797764 -0.122658 -0.0180644 -0.0183013 0.570475 -0.175853 0.018807 0.135528 0.786914 -0.408144 -0.0243712 0.0128854 -0.101432 -0.255184 -0.307633 -0.658101 -0.208844
internal_weight=0 1228 1203 102371 712 691 98942 491 471 373 347 5837 5724 3429 345 319 296 55 3084 2873 2820 2387 5700 57 3446 634 601 93105 675 41 634 282 241 92430 53 433 78047 78017 113 98 14383 696 76 65 2254 13687 352 211 191 42 149
internal_count=103599 1228 1203 102371 712 691 98942 491 471 373 347 5837 5724 3429 345 319 296 55 3084 2873 2820 2387 5700 57 3446 634 601 93105 675 41 634 282 241 92430 53 433 78047 78017 113 98 14383 696 76 65 2254 13687 352 211 191 42 149
cat_boundaries=0 6 11 17 23 29
cat_threshold=2146304 0 0 33554432 64 12544 33024 536870912 4096 139624456 786464 34932228 50348560 278987370 1024 268435460 12288 17408 16896 544 33554432 8192 8448 537920000 2151858208 525262 304165122 1073767442 1024
is_linear=0
shrinkage=0.01


Tree=191
num_leaves=56
num_cat=11
split_feature=0 4 25 2 10 25 24 24 2 5 6 7 6 10 2 2 1 0 0 2 2 3 0 6 26 0 2 25 24 4 13 4 25 24 6 0 0 3 8 25 24 3 1 8 3 14 24 1 15 1 12 3 0 2 1
split_gain=1.1907e+06 1.44096e+06 688740 1.08134e+06 739049 628405 582629 559118 512523 449643 655790 602453 456463 407006 406758 4.36238e+06 609034 352056 349634 346834 795404 450384 283136 273344 261134 535390 257057 231737 217254 189751 392048 324201 298091 281607 182566 180680 710187 377167 170486 161893 142643 134080 118980 115273 109436 107882 102220 99812.7 88676.2 60963 57503.4 57331.1 56806.5 12913.8 7005.25
threshold=262.14225000000005 891.77550000000008 0 883.10000000000014 485.19100000000009 1 2 3 542.8678000000001 80.277190500000017 303.53610000000003 143.86150000000001 328.43000000000001 78.450000000000003 52.029000000000003 83.805000000000021 383.83325000000008 28.148500000000002 538.27200000000016 315.17050000000006 512.13625000000013 133.98500000000004 29.239750000000004 521.79500000000019 2022.5000000000002 28.772400000000001 5.0070000000000006 4 5 216.15000000000003 174.84360000000001 360.15000000000003 6 7 303.53610000000003 384.83520000000004 468.98000000000008 78.36075000000001 455.79000000000002 8 9 603.67000000000019 1070.9310000000003 2.1040000000000005 888.10000000000014 808.55215250000015 10 218.24100000000001 341.75500000000005 233.37814 26.254000000000001 354.51980000000003 28.772400000000001 883.10000000000014 58.594500000000011
decision_type=2 2 9 2 2 9 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 1 2 2 2 2 2 9 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=5 2 3 6 8 7 35 9 34 12 11 26 14 18 16 -16 -1 29 -8 41 21 -21 24 27 25 -19 -11 28 -24 39 32 -32 33 -31 40 37 -37 -2 -15 42 -4 47 46 53 45 -41 -7 48 -9 -29 -49 -34 -26 -22 -36
right_child=1 -3 4 -5 -6 17 13 19 -10 10 -12 -13 -14 38 15 -17 -18 22 -20 20 43 -23 23 -25 52 -27 -28 49 -30 30 31 -33 51 -35 54 36 -38 -39 -40 44 -42 -43 -44 -45 -46 -47 -48 50 -50 -51 -52 -53 -54 -55 -56
leaf_value=0.14708602621693051 -0.10643722005188465 2.5962409351490163 0.2340029534111675 2.6794084839198899 1.9589319667816163 -0.071054650009925405 0.097599490151988516 -0.011255073804189178 -1.52922061193557 0.49804342451691624 2.211767837817852 1.862141207731687 -0.99379826115023706 -0.68511458674073222 4.9383820197695778 -0.046619160398144593 1.465209222369724 0.089576718126024524 0.89760996883445321 0.71115208733466362 -0.33252173471450802 2.6359305963516237 0.0073385733592579942 1.1242601460218429 0.4319863823608116 2.06316063174495 -0.50995907164908749 -0.016242653503379598 0.17015392857629918 0.73516457080841069 0.23596839632306779 2.0149620952606204 -0.070318400839964545 0.077704492957180085 -0.46663498020172123 2.6716492910793534 0.68532509591844348 1.5328667143821715 0.34400248614224521 -0.018311202963423978 -0.06050729661333825 -0.67396457135677335 0.78939250087738033 0.3909725520724342 0.58597234280904131 0.69853124618530271 0.025561513078300419 -0.44204074004801308 0.49119857476817241 -0.3626602341578557 0.12376912241396698 -0.59754620552062987 -0.19542174554640249 -0.68361796725880009 -0.73130923080444332
leaf_weight=1333 32 27 341 23 20 1185 139 1445 21 80 26 26 31 60 21 107 36 28 90 31 20 20 1358 24 27 27 37 2202 2088 101 21 20 330 181 20 27 54 25 22 77996 307 32 20 21 30 21 13178 82 36 52 23 22 31 22 20
leaf_count=1333 32 27 341 23 20 1185 139 1445 21 80 26 26 31 60 21 107 36 28 90 31 20 20 1358 24 27 27 37 2202 2088 101 21 20 330 181 20 27 54 25 22 77996 307 32 20 21 30 21 13178 82 36 52 23 22 31 22 20
internal_value=0 0.311609 0.260247 0.552897 0.0623279 -0.00164173 0.456281 0.131246 0.00970622 0.259883 0.750868 0.485249 0.20728 0.189447 0.232152 0.771233 0.181748 -0.00625983 0.412014 0.00444131 0.537585 1.46597 0.0690764 0.0592907 0.56477 1.05843 0.179273 0.0548066 0.106199 -0.0109835 0.156072 1.10377 0.0947851 0.33029 0.0566793 0.973363 1.34743 0.612556 -0.40901 -0.0122035 0.0971516 -0.0330951 0.018619 -0.213962 -0.0178838 -0.0181182 0.0175587 -0.0201646 0.000958519 -0.0241275 -0.318101 -0.100417 0.0966476 -0.516429 -0.598972
internal_weight=0 1228 1201 472 729 102371 449 3429 709 1697 169 143 1528 311 1497 128 1369 98942 229 1732 114 51 5837 5724 113 55 117 5700 3446 93105 675 41 634 282 688 138 81 57 82 92430 648 1618 14383 63 78047 78017 14363 1586 1481 2254 105 352 58 42 40
internal_count=103599 1228 1201 472 729 102371 449 3429 709 1697 169 143 1528 311 1497 128 1369 98942 229 1732 114 51 5837 5724 113 55 117 5700 3446 93105 675 41 634 282 688 138 81 57 82 92430 648 1618 14383 63 78047 78017 14363 1586 1481 2254 105 352 58 42 40
cat_boundaries=0 6 11 12 13 19 20 26 27 33 34 35
cat_threshold=3194880 0 0 33554432 64 4096 33024 536870912 4096 139624456 786464 112 1103 34932228 50348560 278987370 1024 268435460 12288 2705 17408 16896 544 33554432 8192 8448 688 537920000 2151858208 525262 304165122 1073767442 1024 2652 128
is_linear=0
shrinkage=0.01


Tree=192
num_leaves=61
num_cat=9
split_feature=0 17 25 25 24 10 5 6 6 2 2 1 3 4 5 4 6 4 3 24 1 10 6 0 6 2 8 2 2 3 1 4 10 0 0 0 25 22 24 25 6 8 3 25 1 2 25 1 0 3 3 8 1 9 1 0 12 3 2 2
split_gain=1.16711e+06 2.27373e+06 657104 615891 547991 505203 440695 642740 447379 398664 4.27557e+06 596914 398588 354415 347076 388647 385780 468528 380803 342688 609298 438473 620573 783034 426371 421998 367738 339932 779576 441421 277421 274660 225836 222007 211759 294422 205344 191812 186055 176262 165217 162778 152045 523454 410678 154411 155342 132981 225155 131412 129110 112979 97826.4 117083 65290.1 65247.2 56359.1 16006 12656.9 5461.55
threshold=262.14225000000005 423.27250000000009 0 1 2 485.19100000000009 80.277190500000017 303.53610000000003 328.43000000000001 52.029000000000003 83.805000000000021 383.83325000000008 126.29875000000003 303.67750000000007 64.594250000000002 208.21944900000003 521.79500000000019 237.41375000000005 1.2438130000000003 3 542.71780000000012 22.333736000000005 59.108500000000014 384.83520000000004 45.863900000000008 123.28700000000002 132.17200000000005 315.17050000000006 512.13625000000013 133.98500000000004 511.45025000000004 767.98765000000014 619.25400000000013 594.30750000000012 28.148500000000002 29.239750000000004 4 91.436250000000015 5 6 22.153894000000005 232.56050000000002 242.38250000000002 7 159.97720000000004 883.10000000000014 8 2.4436500000000003 28.772400000000001 603.67000000000019 261.97000000000008 2.1040000000000005 218.24100000000001 71.125000000000014 315.7462000000001 413.70875000000007 26.254000000000001 1.9600000000000002 883.10000000000014 1439.8675000000001
decision_type=2 2 9 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 9 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 6 13 8 12 9 11 -11 -1 40 30 34 32 17 18 -17 21 24 22 23 -2 25 -21 -22 49 29 -29 41 -19 37 -15 42 47 38 39 -37 -16 -8 -4 45 44 -44 46 -5 48 -36 52 -45 58 53 -6 -38 -26 -54 -49 -30 -47
right_child=1 -3 5 14 27 -7 7 -9 -10 10 -12 -13 -14 33 15 16 -18 31 -20 20 26 -23 -24 -25 55 -27 -28 28 51 -31 -32 -33 -34 -35 35 36 54 -39 -40 -41 -42 -43 43 50 -46 59 -48 57 -50 -51 -52 -53 56 -55 -56 -57 -58 -59 -60 -61
leaf_value=0.14561516459061521 -0.14807239770889283 3.2934295357704162 0.065866571191691856 0.023893096809022948 -0.024849478531176139 1.5762744903564454 0.46750901290133029 2.1896502183033868 -0.98386028351322297 4.8889981206258133 -0.046152963950255206 1.4505570920308433 1.527158226144725 -0.29462793572528939 0.13555343996016572 2.1437348415540614 1.6908613793055216 -0.065771316080026218 0.4071641822372164 0.19403017756703136 0.62811595623309802 0.013840792038861443 2.7736134686677354 1.7733693834642568 -0.82171701653798424 1.3170307010557594 2.431742741972208 0.70404059748495784 -0.32919652581214903 2.6095712690353396 1.1021851211547853 1.1595152442228227 1.0325911955038707 -1.6023174858093263 0.22859980376561484 -0.0060570957460073264 -0.033543801211570023 1.0337682740688323 0.15085259799528944 -0.028059865439578308 -0.35782995714460103 -0.66686313033103939 0.51091183780221383 0.56076969391959053 2.0725643048967637 -0.60625814901815878 -0.018231231253600124 -0.028225426872571312 1.4171866871328918 -0.66722492545843126 -0.076152452044082844 0.3870628322873797 -0.4376203307291357 0.30738925052725752 -0.55838872194290168 -0.22956162422895432 0.12253140200739322 0.35481670951843264 -0.67678180694580081 -0.40115160655975346
leaf_weight=1333 38 25 577 9816 1366 21 79 26 31 21 107 36 29 37 1258 23 24 142 28 182 26 34 23 48 30 41 20 31 20 20 25 21 24 20 30 1232 1909 20 1964 1368 35 32 85 35 21 37 80432 24 34 32 351 21 82 115 24 49 23 20 22 20
leaf_count=1333 38 25 577 9816 1366 21 79 26 31 21 107 36 29 37 1258 23 24 142 28 182 26 34 23 48 30 41 20 31 20 20 25 21 24 20 30 1232 1909 20 1964 1368 35 32 85 35 21 37 80432 24 34 32 351 21 82 115 24 49 23 20 22 20
internal_value=0 0.308507 0.246476 -0.00162439 0.129934 0.0476097 0.257284 0.743359 0.205207 0.22983 0.76352 0.179931 0.480397 0.00184144 -0.00619627 0.101434 0.488645 0.353817 1.19032 0.523226 0.330664 0.939599 1.31457 0.92436 0.17686 0.400501 1.4123 0.0043969 0.532209 1.45131 0.0697477 0.0920877 0.0669187 -0.753466 -0.00945607 0.0523744 0.0414942 0.0581597 0.0905365 0.0507293 0.214115 0.0273652 -0.0130223 0.162294 0.749581 -0.0139775 -0.0136489 0.569086 0.860037 -0.0327642 -0.0179358 -0.211822 -0.019963 0.000948937 -0.0398541 -0.454431 -0.31492 0.145885 -0.511265 -0.534291
internal_weight=0 1228 1203 102371 3429 712 1697 169 1528 1497 128 1369 143 691 98942 2908 238 214 51 491 348 143 109 86 302 223 46 1732 114 51 634 163 2670 57 96034 5237 5129 2646 3196 2626 114 609 90797 492 106 90305 90248 108 64 1618 386 63 1586 1481 1933 79 105 44 42 57
internal_count=103599 1228 1203 102371 3429 712 1697 169 1528 1497 128 1369 143 691 98942 2908 238 214 51 491 348 143 109 86 302 223 46 1732 114 51 634 163 2670 57 96034 5237 5129 2646 3196 2626 114 609 90797 492 106 90305 90248 108 64 1618 386 63 1586 1481 1933 79 105 44 42 57
cat_boundaries=0 6 11 12 13 19 20 26 30 36
cat_threshold=2146304 0 0 33554432 64 12544 33024 536870912 4096 139624456 786464 1103 2096 34932228 33554960 278987370 1088 268443652 12288 2705 345732 131616 10485856 65538 8261 4096 68157440 32 512 33554432 536871552 2151858176 524556 304165120 1082156050 1024
is_linear=0
shrinkage=0.01


Tree=193
num_leaves=60
num_cat=16
split_feature=0 17 25 25 24 10 5 6 7 6 25 24 12 24 9 4 5 4 6 4 3 0 3 10 4 4 6 4 10 5 0 0 0 26 0 7 7 3 25 26 8 3 24 25 3 25 3 24 25 25 24 4 3 7 0 19 0 25 24
split_gain=1.14388e+06 2.22848e+06 644028 603633 537086 495149 431925 629950 591836 438477 354606 1.07352e+06 406172 352992 355635 347362 340191 380905 378103 459204 373225 319262 302998 274840 906706 269194 242588 239586 221965 314576 217589 207563 288559 256189 521437 206467 337262 206140 201271 202328 187409 219104 165610 155166 149019 513038 208453 146202 141127 139678 134104 133297 126541 108885 85874.5 67737.1 51944.5 47200.8 19191.1
threshold=262.14225000000005 423.27250000000009 0 1 2 485.19100000000009 80.277190500000017 303.53610000000003 143.86150000000001 328.43000000000001 3 4 293.99733550000002 5 120.49750000000002 303.67750000000007 64.594250000000002 208.21944900000003 521.79500000000019 237.41375000000005 1.2438130000000003 384.83520000000004 60.160000000000004 400.0485000000001 95.658810000000017 767.98765000000014 15.100500000000002 606.76150000000018 451.48500000000007 220.56900000000005 594.30750000000012 28.148500000000002 29.239750000000004 2022.5000000000002 28.772400000000001 53.335500000000003 161.25550000000001 670.0675 6 2022.5000000000002 232.56050000000002 261.97000000000008 7 8 242.38250000000002 9 603.67000000000019 10 11 12 13 672.57974000000002 261.97000000000008 421.77600000000007 316.39255000000009 739.20000000000016 28.772400000000001 14 15
decision_type=2 2 9 9 1 2 2 2 2 2 9 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 9 2 9 2 1 9 9 1 2 2 2 2 2 2 9 1
left_child=3 2 13 4 6 15 9 8 26 10 11 -1 -12 14 21 40 31 28 19 20 -19 54 -23 37 -25 -21 -8 35 43 -30 -17 44 33 34 -33 42 -37 48 39 -34 41 -4 -15 50 49 46 -46 -45 58 53 -18 -50 -47 -5 -2 -51 -35 -40 -6
right_child=1 -3 5 16 23 -7 7 -9 -10 -11 12 -13 -14 27 -16 30 17 18 -20 25 -22 22 -24 24 -26 -27 -28 -29 29 -31 -32 32 38 56 -36 36 -38 -39 57 -41 -42 -43 -44 47 45 52 -48 -49 51 55 -52 -53 -54 -55 -56 -57 -58 -59 -60
leaf_value=1.2469231440016062 1.1626339192390442 3.2604952297210694 0.057000887747953963 0.019430717063468869 -0.057734093745549525 1.5605117162068687 0.45772825241088866 2.1677537076289837 1.8402987216069147 -0.97402166858796158 0.13902937232646384 -0.15627276284354072 1.5753413939476013 0.35834727093689422 0.079114192762682514 -0.29168166157361625 0.23247058563357603 2.1222975150398584 1.6739527312914531 -0.065113603558758615 0.40309253641537263 2.3987446705032798 0.96467876159227817 -0.58706578949223398 2.2869291882287888 1.1479200831907137 -0.55415621381817448 1.3247774624144253 -0.10119814872741699 1.6511891058513097 -1.586294288635254 0.048760042557349566 0.17185722565771994 0.42193789625167843 2.0328914218478733 1.7888507588704428 0.33902795791625978 -0.79855468663302331 -0.13263613217138628 0.012657408233290385 -0.66467048529422645 0.80591547591345647 -0.14842174293458926 0.29389952329353053 0.55928380858898163 0.55516199479784289 1.5899668376262373 -0.052507398068477776 0.032485521928657474 -0.018307411065562464 0.024623757300436595 0.76967486343383784 -0.075390928270894927 0.45401288575139542 0.29104957800645098 0.52445706243100376 -0.19525423971811928 -0.013201761865535826 -0.2385297068476161
leaf_weight=111 20 25 559 9639 110 21 84 26 26 31 1264 102 20 123 31 37 659 23 24 142 28 34 26 23 21 21 33 23 20 21 20 26 1551 25 27 21 68 33 416 1645 33 42 119 125 80 35 26 1246 1299 80585 599 25 351 58 26 23 30 1517 221
leaf_count=111 20 25 559 9639 110 21 84 26 26 31 1264 102 20 123 31 37 659 23 24 142 28 34 26 23 21 21 33 23 20 21 20 26 1551 25 27 21 68 33 416 1645 33 42 119 125 80 35 26 1246 1299 80585 599 25 351 58 26 23 30 1517 221
internal_value=0 0.305422 0.244011 -0.0016079 0.128635 0.0471336 0.254711 0.735925 0.475593 0.203155 0.227532 0.598095 0.160155 0.517994 0.951779 0.00182303 -0.00613405 0.100423 0.483758 0.350279 1.17842 1.29678 1.77732 0.00435293 0.784614 0.0911668 0.172325 0.328581 0.0662535 0.796366 -0.745932 -0.00936135 0.0518535 0.563395 1.05954 0.269286 0.681121 -0.0159598 0.0410821 0.0896357 0.0690502 0.109338 0.117826 0.0548672 -0.0128921 0.160671 0.742085 -0.0190245 -0.00035522 -0.0138377 0.134478 0.0460574 -0.0177564 0.0220074 0.669999 -0.0181503 0.0852876 -0.0394555 -0.181902
internal_weight=0 1228 1203 102371 3429 712 1697 169 143 1528 1497 213 1284 491 137 691 98942 2908 238 214 51 106 60 1732 44 163 117 354 2670 41 57 96034 5237 108 53 331 89 1688 5129 3196 634 601 242 2629 90797 492 106 1371 1655 90305 1258 1324 386 9697 46 80608 55 1933 331
internal_count=103599 1228 1203 102371 3429 712 1697 169 143 1528 1497 213 1284 491 137 691 98942 2908 238 214 51 106 60 1732 44 163 117 354 2670 41 57 96034 5237 108 53 331 89 1688 5129 3196 634 601 242 2629 90797 492 106 1371 1655 90305 1258 1324 386 9697 46 80608 55 1933 331
cat_boundaries=0 6 11 12 17 18 19 25 26 32 36 37 42 48 49 54 55
cat_threshold=2146304 0 0 33554432 64 12544 33024 536870912 4096 139624456 786464 1103 0 536870912 4096 131072 32 1090 1072 34932228 33554960 278987370 1088 268443652 12288 2118 345732 131616 10485856 65538 8261 4096 68157440 32 512 33554432 64 0 536870912 0 131072 262176 536871552 2151858178 524556 302067968 1082156050 1024 1813 67108864 268566528 0 100728832 64 2176
is_linear=0
shrinkage=0.01


Tree=194
num_leaves=63
num_cat=12
split_feature=0 17 25 25 24 12 5 24 1 11 0 0 4 25 24 2 5 4 6 4 3 2 2 3 1 1 7 4 0 0 12 3 2 25 24 24 8 25 4 7 2 8 3 25 6 2 25 1 0 0 1 3 0 8 1 9 1 12 4 0 3 2
split_gain=1.12123e+06 2.18411e+06 654487 591822 526743 424252 525308 410996 725821 452251 430559 603999 379502 338455 934863 438455 333527 373291 370579 450066 365798 332263 760879 431809 328460 314953 293893 263837 203414 282820 199573 208180 368958 197377 216626 189591 550043 188645 183381 179258 153766 149268 146576 339370 343440 146371 145200 129756 217828 128783 149748 126197 121978 110229 96707 114241 67926.6 54667.4 52736.2 26754.3 15949.6 12270.2
threshold=262.14225000000005 423.27250000000009 0 1 2 483.25025000000005 616.44275000000005 3 596.10500000000013 26.510999999999999 468.98000000000008 367.42525000000006 393.90000000000003 4 5 52.029000000000003 64.594250000000002 208.21944900000003 521.79500000000019 237.41375000000005 1.2438130000000003 315.17050000000006 512.13625000000013 133.98500000000004 285.35875000000004 262.64538500000009 52.69700000000001 767.98765000000014 28.148500000000002 29.239750000000004 450.36346000000009 439.62900000000008 26.032500000000002 6 7 8 104.02000000000001 9 3.4432500000000004 130.63025000000002 32.163500000000006 232.56050000000002 117.54253850000002 10 189.19640000000001 883.10000000000014 11 2.4436500000000003 28.772400000000001 538.27200000000016 383.83325000000008 603.67000000000019 468.98000000000008 2.1040000000000005 218.24100000000001 71.125000000000014 285.35875000000004 26.254000000000001 229.75969200000003 748.92250000000013 1.9600000000000002 883.10000000000014
decision_type=2 2 9 9 1 2 2 1 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 9 1 1 2 9 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 5 6 13 10 9 26 11 38 25 14 -1 -15 28 30 19 20 -19 51 23 -23 59 35 -9 -21 42 47 31 37 -33 34 -31 36 -4 -18 -2 -10 -14 -37 45 44 -44 46 -5 48 -30 50 -27 54 -11 61 55 -6 -35 -56 -45 -12 -49 -24
right_child=1 -3 12 16 21 -7 -8 8 39 52 24 -13 40 15 -16 -17 17 18 -20 27 -22 22 53 -25 -26 49 -28 -29 29 33 -32 32 -34 56 -36 41 -38 -39 -40 -41 -42 -43 43 58 -46 -47 -48 60 -50 -51 -52 -53 -54 -55 57 -57 -58 -59 -60 -61 -62 -63
leaf_value=1.1586481215461852 0.14231741133190337 3.2278903511047363 0.1020568189901464 0.027640344350011739 -0.024594293002797342 1.5738342833518981 1.6451012024512659 0.18371263475979077 0.9208089401721955 -0.98660377257210874 0.70972026521509346 2.6418595042151787 -0.31695430102348332 0.087887641878386838 -0.14689355746182528 0.61827931835410299 0.13298158944524521 2.1010745711948564 1.657213211854299 -0.064462470687191256 0.39906162994248529 0.69504125533565397 -0.32544903016090393 2.5797101745605473 -0.60666611480712884 1.6830140767097472 1.0759349101522695 1.1364408648865563 0.22408468850453694 -0.013990306026803449 -0.88290159832347526 -0.10016558688619863 1.7569714641571046 -0.024797375058192156 0.16199312176660191 -0.016224140758886771 1.9157467060089113 -0.03949606681108804 1.4487614783373746 2.2596798706054688 -1.4933458232879639 -0.78122235050907851 0.20277216119441321 -0.092260532813594517 1.1311829016929449 -0.52994645829634235 -0.017810807754191995 -0.034080222944418585 1.3931712618996117 0.13372283248901368 0.56591883810361221 -0.6541914170980454 -0.10960699023871585 0.38261359078543528 -0.43401224171243064 0.30358746315085372 -0.48894164741039275 0.11766899316207223 0.33118298622869674 1.2150734705924988 0.3482873175144196 -0.66768392649563879
leaf_weight=116 21 25 102 7681 1366 24 26 187 20 35 22 31 25 1253 100 178 1529 23 24 142 28 31 20 20 20 20 46 21 30 1144 22 23 20 2150 1803 461 20 1076 22 20 20 27 543 574 43 55 81870 24 34 25 30 32 29 21 82 115 32 23 31 20 20 22
leaf_count=116 21 25 102 7681 1366 24 26 187 20 35 22 31 25 1253 100 178 1529 23 24 142 28 31 20 20 20 20 46 21 30 1144 22 23 20 2150 1803 461 20 1076 22 20 20 27 543 574 43 55 81870 24 34 25 30 32 29 21 82 115 32 23 31 20 20 22
internal_value=0 0.302384 0.241588 -0.0015907 0.127371 0.252228 0.234776 0.526477 0.316275 0.155345 0.990007 1.57783 0.0491115 0.212513 0.574475 0.152795 -0.00607235 0.0994363 0.478921 0.346776 1.16664 0.0042924 0.526117 1.43413 0.448097 0.108224 0.35986 0.0902551 -0.00926789 0.0513321 0.0656096 0.07349 0.763619 0.0406684 0.0938616 0.0330367 0.369127 0.0620982 0.810731 1.59024 -0.839795 -0.0573742 -0.0127632 0.0974436 0.266353 -0.014228 -0.0139113 0.557761 0.845162 0.719746 1.01276 -0.0324475 -0.589215 -0.208939 -0.0199028 0.000889098 -0.0314601 -0.313168 -0.0694161 0.950365 0.139723 -0.504715
internal_weight=0 1228 1203 102371 3429 1697 1673 473 337 297 136 74 730 1647 216 1431 98942 2908 238 214 51 1732 114 51 62 685 233 163 96034 5237 2670 2648 43 5129 2947 610 122 2605 43 40 45 488 90797 1191 586 89606 89551 108 64 75 50 1618 64 63 1586 1481 2182 105 605 42 44 42
internal_count=103599 1228 1203 102371 3429 1697 1673 473 337 297 136 74 730 1647 216 1431 98942 2908 238 214 51 1732 114 51 62 685 233 163 96034 5237 2670 2648 43 5129 2947 610 122 2605 43 40 45 488 90797 1191 586 89606 89551 108 64 75 50 1618 64 63 1586 1481 2182 105 605 42 44 42
cat_boundaries=0 6 11 12 13 18 19 25 26 27 33 39 45
cat_threshold=69255168 0 0 33554432 64 4352 33024 536870912 4096 139624456 786464 1103 2096 0 536870912 4096 131072 32 1090 34932228 33554960 278987370 1024 4 12288 2705 2560 329348 131616 10519138 2162690 8261 4352 76825088 544 8454656 35651584 8396800 8448 536871424 2151858176 524556 304165120 1073759250 1024
is_linear=0
shrinkage=0.01


Tree=195
num_leaves=38
num_cat=3
split_feature=0 11 24 10 6 3 1 14 5 13 24 9 1 4 6 7 4 4 7 1 6 16 6 1 6 3 9 4 6 24 10 22 5 1 16 5 10
split_gain=1.05018e+06 1.70258e+06 461376 652032 622010 401843 359064 860554 314349 257694 230149 268509 893949 1.37353e+06 204687 201096 463495 190161 179693 176777 176441 172940 159851 152588 160308 147481 146774 138276 109367 103121 139756 137891 71356.8 63410 45614.5 56446.9 24834.2
threshold=262.14225000000005 798.75000000000011 0 400.0485000000001 521.79500000000019 335.00670000000008 38.038500000000006 678.01075000000003 522.5150000000001 9.3975000000000026 1 92.610000000000028 383.83325000000008 6.6462500000000011 665.85000000000014 394.58800000000002 208.21944900000003 483.06600000000009 483.06600000000009 43.309000000000005 483.06600000000009 1107.6734000000001 1424.6500000000003 661.33164000000011 0.8135 34.652820000000013 299.52325000000002 108.75750000000001 9.932400000000003 2 1098.7459000000001 261.87000000000006 242.60800000000003 365.02500000000003 12.459000000000001 23.8931 130.02000000000001
decision_type=2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=6 2 4 5 8 17 15 10 23 19 20 14 26 -14 25 21 18 27 28 -7 32 22 29 24 -2 -12 -13 -4 -17 31 -31 -1 36 -34 35 -20 -8
right_child=1 -3 3 -5 -6 9 7 -9 -10 -11 11 12 13 -15 -16 16 -18 -19 34 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 -32 -33 33 -35 -36 -37 -38
leaf_value=-0.033420831155082438 0.075628852348199632 2.7745631373370134 0.2050004407336061 1.6513943774883564 -1.5506480882644653 0.56265301036834714 -0.023867255015918749 2.0485902768915349 1.1837844812870026 0.013540836334228517 0.045637150236687241 0.28197507634364744 3.4126644076471746 0.1645392169157664 1.00506431500117 0.2824364498615265 1.284101000836021 -0.72202003574371332 -0.094225039622362922 1.7190084283779827 0.67985507824841662 0.79181374231974289 0.72121974627176921 0.83700064522879458 -0.3980116471584807 0.20243022213124318 -0.2821800793780655 0.62822397659113127 1.1574028763771056 -0.0045344029451063993 0.60205710473813512 0.61366308919408108 -0.16442415020295553 -0.79803251179781831 -0.51313814115524292 0.38500479125976561 -0.21047862358093261
leaf_weight=15929 298 27 509 39 25 20 1451 22 24 20 2862 189 23 30 24 50 38 20 136 39 34 27 30 21 94 759 61 91 20 80563 38 33 56 22 20 30 75
leaf_count=15929 298 27 509 39 25 20 1451 22 24 20 2862 189 23 30 24 50 38 20 136 39 34 27 30 21 94 759 61 91 20 80563 38 33 56 22 20 30 75
internal_value=0 0.2912 0.235324 0.387758 -0.0162162 0.322802 -0.00310268 0.074695 0.0711948 0.994496 0.066921 0.108107 0.394415 1.5741 0.0846035 -0.0076045 0.253532 0.237215 0.100557 1.32702 -0.0328075 -0.0083991 -0.00862278 0.00654072 -0.0379482 0.0785026 0.144321 0.269189 0.532427 -0.00884952 -0.00424789 -0.032063 -0.0481183 -0.343134 -0.0619743 -0.00761724 -0.0330388
internal_weight=0 1227 1200 738 462 699 102522 5608 437 79 5586 3948 303 53 3645 96914 294 620 256 59 1638 96620 96593 413 392 3621 250 600 70 96563 80601 15962 1604 78 186 166 1526
internal_count=103749 1227 1200 738 462 699 102522 5608 437 79 5586 3948 303 53 3645 96914 294 620 256 59 1638 96620 96593 413 392 3621 250 600 70 96563 80601 15962 1604 78 186 166 1526
cat_boundaries=0 1 2 3
cat_threshold=1163 2184 2176
is_linear=0
shrinkage=0.01


Tree=196
num_leaves=51
num_cat=12
split_feature=0 11 25 14 25 13 2 0 1 10 2 24 11 2 2 25 24 1 6 0 6 12 25 24 5 2 26 6 2 10 4 24 8 25 1 10 6 4 25 24 4 25 22 2 1 9 2 16 2 2
split_gain=1.02928e+06 1.6687e+06 498140 705342 452539 655222 1.37865e+06 933524 746879 694022 550117 417046 549296 906449 5.54704e+06 638750 404076 335100 843995 271093 871776 751848 218790 259724 654308 212817 445426 207320 204670 163513 310712 153108 264969 152302 130756 122581 113865 132461 109819 107341 105396 99541.5 97572 78851.4 56017.8 52128 51635.2 47707.6 46872.9 23206.1
threshold=262.14225000000005 798.75000000000011 0 678.01075000000003 1 341.75500000000005 440.02900000000005 658.11750000000018 352.68673250000012 362.00600000000003 352.68673250000012 2 8.1012500000000021 52.029000000000003 134.00760000000002 3 4 35.00500000000001 521.79500000000019 2.1607500000000006 448.18200000000007 172.78900000000002 5 6 186.72000000000003 749.57248000000016 2022.5000000000002 877.0150000000001 383.96180000000004 181.76125000000005 15.581850000000001 7 166.61000000000004 8 596.10500000000013 1098.7459000000001 44.937658000000006 81.524400000000014 9 10 0.45700000000000007 11 264.7240000000001 1070.9310000000003 186.58593500000003 71.125000000000014 1.0980000000000003 106.33500000000002 1070.9310000000003 218.51700000000002
decision_type=2 2 9 2 9 2 2 2 2 2 2 1 2 2 2 9 1 2 2 2 2 2 9 1 2 2 2 2 2 2 2 1 2 9 2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2
left_child=2 4 3 11 5 6 9 8 -8 16 -7 12 13 15 -15 -1 -2 25 22 29 21 -21 23 24 -19 35 43 -20 31 34 -31 32 40 -25 -13 38 37 -14 39 -4 -6 46 -40 -27 47 -43 -33 -24 -28 -46
right_child=1 -3 17 -5 28 10 7 -9 -10 -11 -12 19 36 14 -16 -17 -18 18 27 20 -22 -23 44 33 -26 26 48 -29 -30 30 -32 41 -34 -35 -36 -37 -38 -39 42 -41 -42 45 -44 -45 49 -47 -48 -49 -50 -51
leaf_value=0.072825680605864238 0.71362851018905649 2.7468175626684119 0.048836236441602385 1.8611948792830757 0.28682130186788501 0.31949687557220458 -0.17817802747090658 3.514539387744406 2.3435864722210429 2.0333082265439244 -1.8759692328316826 -0.021195745687251438 -0.51569533592046701 5.7917450841267906 -0.24977938149192117 0.74499778818728313 0.021340845747465802 0.16465715336640607 0.83600113131498033 0.024511716601919368 1.7922303273397333 1.5897539069435815 -0.013543888932672041 0.1030676232444751 1.1601641901816639 0.78106572548548392 0.078180593729019171 2.0938476200103757 -0.77977930750165669 0.070030092954635623 1.5092712397575379 -0.42777884865800536 1.4043204355239869 -0.066861681946135496 -0.68654997189839673 0.56347057187879412 -0.96939528902726513 0.46937032175064092 -0.018074995266385001 -0.0047958651462522567 -0.37126549414225984 0.12506458369336387 0.56208648539822681 1.6201311511085146 -0.12467677529985116 -0.32922193050384524 -0.0081824282382396939 0.41070271703932021 -0.5982575044177828 -0.43566881399888263
leaf_weight=504 115 27 4970 23 186 25 24 23 23 23 21 1911 43 21 55 191 273 1162 38 438 34 33 1450 1371 70 24 20 20 28 60 20 78 20 846 30 37 28 20 73781 14887 28 258 29 21 311 28 47 27 21 26
leaf_count=504 115 27 4970 23 186 25 24 23 23 23 21 1911 43 21 55 191 273 1162 38 438 34 33 1450 1371 70 24 20 20 28 60 20 78 20 846 30 37 28 20 73781 14887 28 258 29 21 311 28 47 27 21 26
internal_value=0 0.288288 -0.00307165 0.115569 0.232971 0.448905 0.566465 1.86372 1.05588 0.345521 -0.682781 0.10406 0.292586 0.382705 1.41959 0.269319 0.245472 -0.00716573 0.0700318 0.0384146 0.24581 0.134178 0.0568106 0.103396 0.219439 -0.0115461 0.485681 1.26974 0.0563734 -0.0132184 0.42984 0.0935455 0.291146 0.0382141 -0.0314794 -0.0120025 -0.438797 -0.202976 -0.0122298 0.00864552 0.200716 -0.0254225 -0.0178446 1.17263 -0.0321554 0.0778664 -0.25001 -0.00578853 -0.268288 -0.14867
internal_weight=0 1227 102522 3411 1200 527 481 70 47 411 46 3388 862 771 76 695 388 99111 5321 2526 505 471 5263 3449 1232 93790 86 58 673 2021 80 645 234 2217 1941 93704 91 63 93667 19857 214 411 73810 45 1814 286 125 1477 41 337
internal_count=103749 1227 102522 3411 1200 527 481 70 47 411 46 3388 862 771 76 695 388 99111 5321 2526 505 471 5263 3449 1232 93790 86 58 673 2021 80 645 234 2217 1941 93704 91 63 93667 19857 214 411 73810 45 1814 286 125 1477 41 337
cat_boundaries=0 5 10 11 16 17 23 24 25 31 37 38 44
cat_threshold=1073774592 32768 4096 4358408 262192 9486336 0 512 33554432 64 76 32768 32768 0 32768 16 1072 110384680 536887312 8454760 52429826 276832324 12288 595 2580 100926976 16 8454240 33554432 4 4096 605045632 2151809570 524426 204550146 1074290688 1312 1042 0 512 40 2097152 0 12288
is_linear=0
shrinkage=0.01


Tree=197
num_leaves=45
num_cat=5
split_feature=0 11 25 14 25 13 2 0 10 1 2 3 2 2 10 4 1 9 25 2 0 7 13 5 9 7 17 25 14 5 1 1 7 15 5 0 1 9 2 25 2 4 2 0
split_gain=1.00921e+06 1.63541e+06 490966 542229 443848 642549 1.34428e+06 914947 818079 732016 546630 395708 380336 1.02317e+06 363401 286494 247343 245361 209540 200597 197123 131948 239964 103567 97130.9 132528 120191 94883.6 126754 99072.7 87587.2 173597 172335 96554.8 78622 61445 43551.7 43487.3 40712.8 25939.3 13756 12181.8 4166.87 3775.79
threshold=262.14225000000005 798.75000000000011 0 678.01075000000003 1 326.59750000000003 440.02900000000005 658.11750000000018 362.00600000000003 352.68673250000012 352.68673250000012 1077.3535000000002 1070.9310000000003 1439.8675000000001 1098.7459000000001 6.4745000000000017 35.00500000000001 8.2442500000000027 2 383.96180000000004 242.5325 394.58800000000002 149.16120000000004 148.89700000000005 299.52325000000002 169.65250000000003 343.48750000000007 3 808.55215250000015 421.77600000000007 285.35875000000004 21.000235000000004 86.001500000000007 10.089000000000002 779.2410000000001 109.23040000000002 233.37814 13.016250000000001 32.163500000000006 4 47.412500000000001 83.317735000000013 50.853000000000009 17.426900000000007
decision_type=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 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=2 4 3 11 5 6 8 9 17 -8 -7 12 14 -14 15 -1 21 -2 20 30 24 27 23 37 26 -26 -18 28 29 -4 31 33 -33 -6 35 -29 39 -23 -32 41 43 -20 -41 -38
right_child=1 -3 16 -5 19 10 7 -9 -10 -11 -12 -13 13 -15 -16 -17 18 -19 36 -21 -22 22 -24 -25 25 -27 -28 34 -30 -31 38 32 -34 -35 -36 -37 40 -39 -40 42 -42 -43 -44 -45
leaf_value=0.078847061795881232 0.37220274649585205 2.7193492931789822 0.0019105881934396243 1.3522909057501591 0.077765968571060815 0.27709341543061394 -0.1763962326447169 3.4793939609112949 2.2207678014581855 2.3201506241508154 -1.8572095053536553 1.0243797745815544 2.4770303999859355 -0.41845262087308444 1.214936796117712 -0.090431505180958355 0.09940113393038931 -0.23621728385196011 0.0080647630868674984 -0.77198151588439945 1.0459587313912131 -0.03131170159892032 1.2840429015159607 0.75377546642137616 0.0028578740119934083 -0.96031093668937684 0.87693214559555066 -0.020331778790299612 0.73041774113972979 0.32055805381463504 -0.075234490466468476 0.27337573196887971 1.2016396595001222 -0.49991437481295675 -0.63142393838791622 0.084950662910778324 -0.13331259184105451 0.46882191419601443 -0.63524690945943196 -0.066229728070398175 -0.40662197875976558 0.1941492137393436 -0.16303835820178594 -0.2809809322357178
leaf_weight=6486 301 27 22433 33 434 28 24 23 22 23 21 43 23 26 27 1182 3337 85 715 28 22 133 20 23 50 20 20 66467 24 98 34 100 25 31 21 559 129 20 21 480 25 37 49 20
leaf_count=6486 301 27 22433 33 434 28 24 23 22 23 21 43 23 26 27 1182 3337 85 715 28 22 133 20 23 50 20 20 66467 24 98 34 100 25 31 21 559 129 20 21 480 25 37 49 20
internal_value=0 0.285465 -0.00304006 0.0730627 0.230702 0.444552 0.564785 1.84509 0.345126 1.04532 -0.637608 0.0677354 0.0624235 0.940652 0.0568311 0.0527533 -0.00933096 0.238224 0.0598239 0.0558097 0.102107 -0.0131086 0.24607 0.128118 0.0963458 -0.272333 0.104033 -0.0136756 0.00406847 0.00329657 0.0926101 0.128189 0.459029 0.0392539 -0.0196425 -0.0194537 -0.0408272 0.0340652 -0.289057 -0.020944 -0.189555 0.0169945 -0.0738018 -0.153134
internal_weight=0 1227 102522 7820 1200 527 478 70 408 47 49 7787 7744 49 7695 7668 94702 386 4904 673 3449 89798 196 176 3427 70 3357 89602 22555 22531 645 590 125 465 67047 67026 1455 153 55 1281 174 752 529 149
internal_count=103749 1227 102522 7820 1200 527 478 70 408 47 49 7787 7744 49 7695 7668 94702 386 4904 673 3449 89798 196 176 3427 70 3357 89602 22555 22531 645 590 125 465 67047 67026 1455 153 55 1281 174 752 529 149
cat_boundaries=0 5 10 16 22 28
cat_threshold=1073774592 163968 4608 5415178 262192 9486336 0 512 33554432 64 110384680 536887824 10551400 52429824 276832324 12288 603998080 2420113954 17301706 237047808 1074282560 1312 19464196 270532613 40960 0 4608 256
is_linear=0
shrinkage=0.01


Tree=198
num_leaves=47
num_cat=11
split_feature=0 11 25 14 24 2 0 6 10 24 11 2 2 25 1 6 0 6 12 0 1 25 24 25 24 1 2 26 6 10 1 6 0 3 1 10 6 3 24 25 25 2 1 16 2 2
split_gain=989131 1.60287e+06 481914 681109 446646 790768 905977 606626 474464 409202 537907 888634 5.43684e+06 626684 322545 824478 266478 854315 737205 243965 231771 228452 414685 210899 256410 234978 207263 436887 202846 159405 164084 151565 133578 131138 127943 119317 111851 131609 108921 189180 125347 77081.7 54252.6 46565.7 46264.5 22560.8
threshold=262.14225000000005 798.75000000000011 0 678.01075000000003 1 512.13625000000013 658.11750000000018 521.79500000000019 451.48500000000007 2 8.1012500000000021 52.029000000000003 134.00760000000002 3 35.00500000000001 521.79500000000019 2.1607500000000006 448.18200000000007 172.78900000000002 273.37500000000006 542.71780000000012 4 5 6 7 165.05000000000004 749.57248000000016 2022.5000000000002 877.0150000000001 181.76125000000005 36.721200000000003 200.23362600000004 1077.3535000000002 252.32950000000002 596.10500000000013 1098.7459000000001 44.937658000000006 25.500607500000005 8 9 10 1070.9310000000003 186.58593500000003 106.33500000000002 1070.9310000000003 218.51700000000002
decision_type=2 2 9 2 1 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 9 1 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2
left_child=2 4 3 9 7 8 -7 19 21 10 11 13 -13 -1 26 23 29 18 -18 -2 32 22 -6 24 33 -26 35 41 -17 34 -31 -23 -21 -16 -11 38 37 -12 40 -40 -4 -28 43 -25 -29 -44
right_child=1 -3 14 -5 5 6 -8 -9 -10 16 36 12 -14 -15 15 28 17 -19 -20 20 -22 31 -24 42 25 -27 27 44 -30 30 -32 -33 -34 -35 -36 -37 -38 -39 39 -41 -42 -43 45 -45 -46 -47
leaf_value=0.071427740806039669 1.1461766433715821 2.6921558387191209 -0.32089905876948921 1.8290600635694421 0.94898188694640329 0.55508112290326295 3.2373424420356756 -1.5343714387893679 1.6437488937377931 -0.021697419228423085 -0.51263569876205095 5.7334420585632326 -0.24776811946522107 0.73718110763314937 0.005437412998394584 0.82542306604746152 0.023872841704109488 1.7738303110178779 1.5737976958534936 -0.12085601730174141 0.76008752647199129 0.14327619278373627 0.068920437858654898 -0.01342628210166405 0.10643746117005747 0.34354670251011721 0.77254942933718374 0.076868109226226805 2.0696236515045165 0.16214407563209535 1.2080367217063903 -0.70840661395679816 0.5116628755105509 -0.65291202560547856 -0.67985576915740964 0.5559753254297618 -0.96053529139075966 0.46925521469116216 0.048212143242766015 -0.010167628357730081 -0.02601136971915732 1.602145187741234 -0.12271926886782385 0.4057120937771268 -0.5951658612205869 -0.42935657244462233
leaf_weight=504 20 27 135 23 101 34 20 25 25 1911 43 21 55 191 1261 38 438 34 33 342 38 416 120 1450 1590 567 24 20 20 60 20 22 37 31 30 37 28 20 6143 56712 30677 21 311 27 21 26
leaf_count=504 20 27 135 23 101 34 20 25 25 1911 43 21 55 191 1261 38 438 34 33 342 38 416 120 1450 1590 567 24 20 20 60 20 22 37 31 30 37 28 20 6143 56712 30677 21 311 27 21 26
internal_value=0 0.28261 -0.00300966 0.113683 0.228395 0.37838 1.54851 -0.0189696 0.291533 0.102373 0.289116 0.378291 1.40493 0.266025 -0.0070365 0.0687011 0.0373548 0.242974 0.132466 0.0672898 0.0155446 0.240235 0.494791 0.0556337 0.101371 0.167986 -0.0113341 0.479362 1.25446 -0.0138397 0.423617 0.0982544 -0.0591062 -0.0102793 -0.0318699 -0.0117844 -0.434651 -0.200924 -0.0120087 -0.00445524 -0.0274071 1.15969 -0.0317121 -0.00576431 -0.267344 -0.146377
internal_weight=0 1227 102522 3411 1200 738 54 462 684 3388 862 771 76 695 99111 5321 2526 505 471 437 417 659 221 5263 3449 2157 93790 86 58 2021 80 438 379 1292 1941 93704 91 63 93667 62855 30812 45 1814 1477 41 337
internal_count=103749 1227 102522 3411 1200 738 54 462 684 3388 862 771 76 695 99111 5321 2526 505 471 437 417 659 221 5263 3449 2157 93790 86 58 2021 80 438 379 1292 1941 93704 91 63 93667 62855 30812 45 1814 1477 41 337
cat_boundaries=0 5 6 7 12 16 17 23 24 25 31 35
cat_threshold=1073774592 32768 4096 4358408 262192 1163 76 32768 32768 0 32768 16 32768 0 32 33554432 52 110384680 536887312 8454760 52429826 276832324 12288 2188 2248 537919744 4325922 524298 201400322 1074274304 1024 0 536870912 0 2
is_linear=0
shrinkage=0.01


Tree=199
num_leaves=44
num_cat=5
split_feature=0 11 25 14 25 13 2 0 10 1 2 3 2 2 10 6 1 11 25 2 0 6 7 13 5 17 25 14 5 1 1 7 15 5 11 1 2 2 25 16 2 3 0
split_gain=970013 1.57086e+06 474126 520961 429819 629668 1.30468e+06 880568 797492 715959 534745 385989 372377 1.0009e+06 354355 387302 237347 210812 201681 197982 192572 161448 129098 235201 101404 100560 92177 124234 97075.6 86094.9 169536 168929 94580.4 77070.4 60437.4 42075.9 40013 35116.1 25363 17593.1 13372.6 4146.18 3696.93
threshold=262.14225000000005 798.75000000000011 0 678.01075000000003 1 326.59750000000003 440.02900000000005 658.11750000000018 362.00600000000003 352.68673250000012 352.68673250000012 1077.3535000000002 1070.9310000000003 1439.8675000000001 1098.7459000000001 1424.6500000000003 35.00500000000001 11.327 2 383.96180000000004 242.5325 521.79500000000019 394.58800000000002 149.16120000000004 148.89700000000005 77.902470000000008 3 808.55215250000015 421.77600000000007 285.35875000000004 21.000235000000004 86.001500000000007 10.089000000000002 779.2410000000001 487.6375000000001 233.37814 32.163500000000006 108.75750000000001 4 73.099350000000015 47.412500000000001 47.489505000000008 17.426900000000007
decision_type=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 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=2 4 3 11 5 6 8 9 17 -8 -7 12 14 -14 15 -1 22 -2 20 29 21 25 26 24 37 -18 27 28 -4 30 32 -32 -6 34 -28 38 -31 -24 39 -20 42 -40 -37
right_child=1 -3 16 -5 19 10 7 -9 -10 -11 -12 -13 13 -15 -16 -17 18 -19 35 -21 -22 -23 23 -25 -26 -27 33 -29 -30 36 31 -33 -34 -35 -36 40 -38 -39 41 -41 -42 -43 -44
leaf_value=0.047966764921942698 0.32991316136808108 2.665234205457899 0.0019305076777070837 1.325696338740262 0.076159625569796233 0.27001431703567508 -0.17594335496425628 3.4202059095271906 2.1910822816328572 2.2930697383051335 -1.8409582138061524 1.0114099724348202 2.4498990506711213 -0.41390427075899566 1.1994056631017613 1.3766985947435553 0.076911582517565316 -0.33366203799843791 0.0083358603232836989 -0.76828001022338865 1.032955742749301 0.79044711010022595 0.092410522529057085 1.2711225991249084 0.74581622787143875 0.36481204184747884 -0.019365610001817368 0.72315755248069769 0.31735008667926395 -0.075767046940677305 0.2690698637962341 1.1881153999328613 -0.49558409721620622 -0.62501849855695457 0.34323032119999758 -0.13082577235938966 -0.63094607807341074 -0.35701516675949097 -0.068433223692387996 0.28351104497909546 -0.40036991882324219 -0.20866182327270508 -0.27694392490386965
leaf_weight=7646 330 27 22433 33 434 28 24 23 22 23 21 43 23 26 27 22 3268 56 728 28 22 33 133 20 23 126 66980 24 98 34 100 25 31 21 46 129 21 20 507 24 25 22 20
leaf_count=7646 330 27 22433 33 434 28 24 23 22 23 21 43 23 26 27 22 3268 56 728 28 22 33 133 20 23 126 66980 24 98 34 100 25 31 21 46 129 21 20 507 24 25 22 20
internal_value=0 0.279867 -0.00297907 0.0718071 0.226196 0.436635 0.555592 1.8169 0.339191 1.0323 -0.634688 0.0665856 0.0613393 0.93033 0.0558057 0.051779 -0.00916115 0.233643 0.0585818 0.0541175 0.100065 0.0943677 -0.0128617 0.243503 0.126728 0.0875997 -0.0134225 0.00406662 0.00330244 0.0906575 0.125932 0.452879 0.0380434 -0.0193037 -0.0191168 -0.0401625 -0.287744 0.0336621 -0.0206194 0.0168934 -0.186349 -0.0728872 -0.150439
internal_weight=0 1227 102522 7820 1200 527 478 70 408 47 49 7787 7744 49 7695 7668 94702 386 4904 673 3449 3427 89798 196 176 3394 89602 22555 22531 645 590 125 465 67047 67026 1455 55 153 1281 752 174 529 149
internal_count=103749 1227 102522 7820 1200 527 478 70 408 47 49 7787 7744 49 7695 7668 94702 386 4904 673 3449 3427 89798 196 176 3394 89602 22555 22531 645 590 125 465 67047 67026 1455 55 153 1281 752 174 529 149
cat_boundaries=0 5 10 16 22 28
cat_threshold=1073774592 163968 4608 5415178 262192 9486336 0 512 33554432 64 110384680 536887824 10551400 52429824 276832324 12288 603998080 2420113954 17301706 237047808 1074282560 1312 19464196 270532613 40960 0 4608 256
is_linear=0
shrinkage=0.01


Tree=200
num_leaves=38
num_cat=5
split_feature=4 16 2 25 14 8 2 14 2 9 13 11 1 11 1 6 7 25 8 7 25 2 2 26 2 2 5 4 2 1 25 25 1 9 8 13 2
split_gain=973787 3.01779e+06 4.09698e+06 680193 677288 423300 355667 352329 398957 368448 328480 307615 568034 263782 256772 569190 255067 227454 225012 220577 200885 185573 175771 167074 163588 162744 137210 136126 120955 101747 80345.9 65291.4 54008.5 53746.4 36559.1 36147.3 8529.29
threshold=371.41875000000005 108.94300000000001 364.96250000000003 0 678.01075000000003 12.339000000000004 658.86750000000018 27.615000000000002 440.02900000000005 2.2140000000000009 246.98250000000004 15.255000000000001 262.64538500000009 242.583 31.604000000000003 877.0150000000001 59.458750000000002 1 551.49600000000009 394.58800000000002 2 106.56240000000001 414.53600000000012 2022.5000000000002 658.86750000000018 1070.9310000000003 1083.8250000000003 1085.2750000000003 749.57248000000016 413.70875000000007 3 4 413.70875000000007 128.24750000000003 27.995000000000005 60.36975000000001 883.10000000000014
decision_type=2 2 2 9 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 9 9 2 2 2 2 2
left_child=3 5 16 4 6 13 7 8 10 -10 -1 12 23 19 25 17 -3 18 24 20 32 -13 31 -7 -16 26 28 -22 30 33 -5 -19 -2 -9 36 -23 -8
right_child=1 2 -4 14 -6 11 34 29 9 -11 -12 21 -14 -15 15 -17 -18 22 -20 -21 27 35 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38
leaf_value=0.11317643410898835 -0.3059451904779748 -0.0068763801029750283 6.1529577255249022 0.0057487239011354534 1.3796024081820535 -0.17954599698384602 -0.61066197204589845 -0.25122391164917307 1.4195196745130749 -0.18462837173825217 0.76419206510616255 0.67051327277874129 1.9511647724849837 0.96330952491760258 0.10792883903316129 1.7406313905715942 1.4029240508513019 0.028799418728503424 1.0543950481414794 -1.0050197429656982 0.0084683744177438212 -0.68073743391036989 -0.69307806617335277 0.87583366537094121 -0.77776159878287998 -0.69443594523838581 0.64229055106639865 0.58985731010437015 0.5668934977054596 -0.85476395368576052 -0.017528423683188604 -0.076413727566501166 -0.86617572090842498 0.10292994481867011 -0.94519006252288817 -0.07951148825883865 -0.35178773280552456
leaf_weight=4094 79 21 20 18547 42 30 20 194 45 21 79 29 35 25 2997 20 33 1681 25 25 207 20 38 30 21 35 32 50 36 24 73950 896 22 55 20 20 35
leaf_count=4094 79 21 20 18547 42 30 20 194 45 21 79 29 35 25 2997 20 33 1681 25 25 207 20 38 30 21 35 32 50 36 24 73950 896 22 55 20 20 35
internal_value=0 0.38639 2.28664 -0.00308038 0.115249 0.140554 0.103923 0.115276 0.137702 0.909109 0.125501 0.56963 0.93873 -0.0319178 -0.00866467 0.0566105 0.854668 0.0506578 0.109233 -0.0968804 -0.0334629 0.0614479 -0.0178545 0.348144 0.101766 -0.0126681 -0.0124103 0.117026 -0.0126367 -0.232933 -0.0128623 -0.00796702 -0.389419 -0.172997 -0.579061 -0.380124 -0.445924
internal_weight=0 646 74 102907 4629 572 4587 4512 4239 66 4173 164 95 408 98278 5678 54 5658 3043 383 358 69 2615 60 3018 92600 92565 257 92533 273 92497 2577 101 249 75 40 55
internal_count=103553 646 74 102907 4629 572 4587 4512 4239 66 4173 164 95 408 98278 5678 54 5658 3043 383 358 69 2615 60 3018 92600 92565 257 92533 273 92497 2577 101 249 75 40 55
cat_boundaries=0 5 11 17 22 28
cat_threshold=1073774592 536887298 4096 140673032 262192 1312268 528 268501608 2 268443716 4096 1081344 536870912 0 2 0 8192 880804612 2420113952 269025386 1052962 1611154626 132206752 52428836 10518528 50340864 0 8192
is_linear=0
shrinkage=0.01


Tree=201
num_leaves=42
num_cat=7
split_feature=4 16 2 10 25 14 7 0 24 11 2 7 3 8 1 0 25 3 24 8 4 2 2 7 1 10 2 25 1 10 25 1 26 2 24 14 4 3 3 1 12
split_gain=954409 2.95774e+06 4.01545e+06 806363 666747 896009 631759 456222 398348 744465 1.1061e+06 307831 371850 316902 391269 274771 308762 460187 358917 320103 292561 250056 285178 249991 246610 199912 223447 186717 119362 112254 110430 162129 237847 151911 108469 104647 101688 97413.1 92326.7 77565.1 72311
threshold=371.41875000000005 108.94300000000001 364.96250000000003 330.97750000000008 0 678.01075000000003 35.993500000000012 1438.4900000000002 1 10.361000000000002 54.609000000000002 371.89150000000006 439.62900000000008 12.339000000000004 413.70875000000007 7.7340000000000009 2 472.9221300000001 3 455.79000000000002 2.9430000000000005 512.13625000000013 440.02900000000005 59.458750000000002 147.52500000000003 522.5150000000001 542.8678000000001 4 469.21250000000003 1098.7459000000001 5 511.45025000000004 2022.5000000000002 1070.9310000000003 6 104.02000000000001 81.524400000000014 335.00670000000008 60.160000000000004 413.70875000000007 85.888000000000019
decision_type=2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 1 2 2 2 2 2 2
left_child=4 3 23 11 5 7 -5 8 9 10 -1 13 -13 27 38 29 17 18 24 25 -21 22 -10 -3 -17 26 -18 39 -20 30 31 34 -33 35 -6 -32 -23 -29 -15 -2 -11
right_child=1 2 -4 6 15 -7 -8 -9 21 40 -12 12 -14 14 -16 16 19 -19 28 20 -22 36 -24 -25 -26 -27 -28 37 -30 -31 33 32 -34 -35 -36 -37 -38 -39 -40 -41 -42
leaf_value=0.25469908746824776 -0.26384986854734876 -0.0068076465243384959 6.0914282283782963 2.7165061130523678 0.051382700033831816 1.6886243534088134 0.46412624792619184 1.6113796882629396 0.058558568813808158 -0.39214449306329097 1.4350869380909463 -0.042145692910999059 -1.780330190062523 0.021133280057533115 1.8441388015747071 0.23226766542759136 0.0084296991632987674 1.6528754529953003 0.030153850283738761 0.13188261287552971 1.6728843515569514 -0.68090457811951643 1.0902516479845401 1.3888948033072732 0.85289374617562774 0.98225992293584907 -0.80372290190528417 0.049690741952105516 -0.74853290843963627 0.60749064807234143 -0.020140340057567614 -0.066116767194536005 1.1092280659531102 -0.79880839385986335 -0.010916834531013808 0.12502012327168138 0.1071969782222401 0.70682292060852048 0.69996349753755516 -0.91927280260168986 -1.0315986616270882
leaf_weight=579 84 21 20 20 4190 36 33 20 3488 48 92 32 20 51 20 888 9334 20 1251 28 22 64 27 33 69 21 34 231 20 29 73656 36 33 25 8347 500 22 25 33 23 28
leaf_count=579 84 21 20 20 4190 36 33 20 3488 48 92 32 20 51 20 888 9334 20 1251 28 22 64 27 33 69 21 34 231 20 29 73656 36 33 25 8347 500 22 25 33 23 28
internal_value=0 0.382526 2.26377 0.139148 -0.00304964 0.11719 1.31408 0.104507 0.097576 0.306197 0.416541 0.0191649 -0.710678 0.100432 0.587109 -0.00843653 0.0370833 0.142123 0.129199 0.0119039 0.809923 0.0533009 0.0664834 0.846122 0.27415 0.00766681 0.00548209 -0.0390015 0.017761 -0.0145653 -0.0147731 0.0125872 0.496005 -0.0194217 0.00993662 -0.0191616 -0.479297 0.109583 0.287817 -0.370142 -0.627733
internal_weight=0 646 74 572 102907 4404 53 4368 4348 747 671 519 52 467 104 98503 11687 2248 2228 9439 50 3601 3515 54 957 9389 9368 363 1271 86816 86787 12606 69 74181 12537 74156 86 256 84 107 76
internal_count=103553 646 74 572 102907 4404 53 4368 4348 747 671 519 52 467 104 98503 11687 2248 2228 9439 50 3601 3515 54 957 9389 9368 363 1271 86816 86787 12606 69 74181 12537 74156 86 256 84 107 76
cat_boundaries=0 5 6 12 13 19 24 25
cat_threshold=1073774592 16386 4096 140673032 262192 72 67108868 4194824 536936544 1049600 0 4096 1078 1081344 536870912 0 2 0 8192 813711616 2957017120 524874 33567010 1946698946 83
is_linear=0
shrinkage=0.01


Tree=202
num_leaves=39
num_cat=9
split_feature=4 16 7 8 25 14 7 10 2 2 14 24 2 2 4 25 1 25 24 1 7 2 24 10 4 2 18 2 24 2 3 1 4 25 24 10 3 2
split_gain=935416 2.90229e+06 3.59945e+06 765486 653510 649703 605540 578232 352942 345165 343585 393450 904014 352447 334965 271788 249197 252354 333535 462508 421051 255067 242006 218307 187358 156772 144311 135424 121107 114617 118966 113886 99970.2 75968 74047.2 61077.5 41150.5 9162.41
threshold=371.41875000000005 352.21000000000004 346.20500000000004 490.81062000000003 0 678.01075000000003 448.18200000000007 362.00600000000003 658.86750000000018 658.86750000000018 27.615000000000002 1 54.609000000000002 315.17050000000006 672.57974000000002 2 31.604000000000003 3 4 335.00670000000008 5.8595000000000006 111.58832500000001 5 901.21050000000014 672.57974000000002 1070.9310000000003 292.29400000000004 749.57248000000016 6 414.53600000000012 242.38250000000002 218.24100000000001 111.55832500000001 7 8 94.544650000000004 75.305437500000011 883.10000000000014
decision_type=2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 9 2 9 1 2 2 2 1 2 2 2 2 2 1 2 2 2 2 9 1 2 2 2
left_child=4 3 -3 7 5 9 -5 8 15 10 11 12 -1 -13 -9 24 23 18 19 21 -21 -18 -17 25 -2 27 34 33 32 30 35 -30 -12 -6 -20 -19 37 -11
right_child=1 2 -4 6 16 -7 -8 14 -10 36 28 13 -14 -15 -16 22 17 29 26 20 -22 -23 -24 -25 -26 -27 -28 -29 31 -31 -32 -33 -34 -35 -36 -37 -38 -39
leaf_value=0.19957245498531834 0.30113623441020149 0.061923917134602866 5.9896129894256589 2.5967589933975881 0.0053699518765659001 1.3513035261063349 0.21758107757568362 2.0401178741455079 -1.1719178024927777 -0.57017724037170414 -0.10026690986130264 0.05957992340719602 1.1189795449078084 0.708716428668 0.29328037489028208 0.30575604689423924 0.13630065576593808 -0.027130830609918766 -0.004715212337146518 1.6440961519877115 -0.070743526958283925 0.63545147218050502 -0.2195217276107374 0.74536089646188841 1.2797935572037331 -0.68188967241559706 -0.7898562054634094 0.60942056928362165 -0.26986753450286005 -0.66741704658225731 0.70351565319558851 -0.89560301216025096 0.68057125329971313 -0.017266753423763933 0.10902898050760601 0.28830661682855513 -0.92315695306529166 -0.30149778620402018
leaf_weight=983 79 21 20 23 18542 42 20 23 24 22 91 3050 120 86 21 118 587 2393 967 45 21 124 271 38 26 35 20 35 124 27 23 38 20 73950 1408 63 23 30
leaf_count=983 79 21 20 23 18542 42 20 23 24 22 91 3050 120 86 21 118 587 2393 967 45 21 124 271 38 26 35 20 35 124 27 23 38 20 73950 1408 63 23 30
internal_value=0 0.378701 2.95348 0.204212 -0.0030191 0.112966 1.49016 0.105821 0.012335 0.101874 0.113058 0.135203 0.296907 0.0771355 1.2064 0.0698696 -0.00849276 0.0558123 0.114866 0.293905 1.09847 0.223354 -0.0565134 -0.0124367 0.496212 -0.0127478 0.0558001 -0.0124947 -0.230803 -0.0193164 -0.0123356 -0.392421 0.0370838 -0.01273 0.0631564 -0.0190394 -0.570953 -0.41517
internal_weight=0 646 41 605 102907 4629 43 562 518 4587 4512 4239 1103 3136 44 494 98278 5678 3172 777 66 711 389 92600 105 92562 2395 92527 273 2506 2479 162 111 92492 2375 2456 75 52
internal_count=103553 646 41 605 102907 4629 43 562 518 4587 4512 4239 1103 3136 44 494 98278 5678 3172 777 66 711 389 92600 105 92562 2395 92527 273 2506 2479 162 111 92492 2375 2456 75 52
cat_boundaries=0 5 6 12 18 19 20 21 26 27
cat_threshold=1073774592 536887298 4096 140673032 262192 74 0 512 32 33554432 8192 256 1312268 528 66152 33554434 268443716 4096 531 1344 1328 880804612 2420113952 269025386 1052962 1611154626 392
is_linear=0
shrinkage=0.01


Tree=203
num_leaves=37
num_cat=10
split_feature=25 11 16 14 5 14 8 11 2 24 2 1 25 24 1 17 3 8 7 5 5 25 5 2 24 25 25 2 10 6 7 1 5 2 24 24
split_gain=894290 1.79523e+06 1.23363e+06 771935 1.20228e+06 437957 536353 472268 381627 370855 212092 217179 298463 316297 664339 225025 205233 156018 146779 157999 133593 102869 108718 184755 86909.3 183179 74977.5 66641.8 65390.9 44842.2 41502.8 32018.2 22938.7 15995.9 14311.4 11525.6
threshold=0 1092.2834 925.3130000000001 678.01075000000003 26.770100000000003 27.615000000000002 522.5150000000001 54.0745 542.8678000000001 1 1070.9310000000003 61.114000000000011 2 3 596.10500000000013 313.64260000000007 297.47500000000008 380.13250000000005 394.58800000000002 5.9694960000000004 678.89998000000014 4 421.77600000000007 7.316250000000001 5 6 7 18.359494000000002 796.68750000000011 152.16750000000005 522.5150000000001 210.63000000000002 123.64200000000001 233.37814 8 9
decision_type=9 2 2 2 2 2 2 2 2 1 2 2 9 1 2 2 2 2 2 2 2 9 2 2 1 9 9 2 2 2 2 2 2 2 1 1
left_child=1 2 3 5 -5 6 9 -8 17 -1 11 18 13 14 16 20 -13 -7 21 29 -15 24 28 -24 25 -2 -26 -21 -23 30 -20 32 34 35 -14 -33
right_child=10 -3 -4 4 -6 8 7 -9 -10 -11 -12 12 31 15 -16 -17 -18 -19 19 27 -22 22 23 -25 26 -27 -28 -29 -30 -31 -32 33 -34 -35 -36 -37
leaf_value=0.27254768217954056 0.42079382864896914 2.8425843930244445 2.4144309002420177 -0.34782782236735027 2.9285493524372579 -0.21391605711610695 1.3550788393328268 -0.27304804153442386 -1.4712354091975999 0.06041023567171111 -0.65939291458129889 0.24697240856860206 0.012573784949051011 0.07604133167356604 2.1259332493373329 1.0417133720715841 1.2869159183800221 0.41508690370754764 0.36321635854655299 0.41739725616243151 -0.74571195888519282 -0.018049432709531875 0.10889692862056992 1.1592050094604494 -0.16633514664989854 0.028336560843440016 -0.0036915570523708423 1.1065002207134083 0.54005270276750839 -0.31291145006815596 0.025070099990392471 -0.036811186645341956 0.27870474898296854 -0.42768930339813233 -0.074802899883866555 -0.18303300301907427
leaf_weight=985 111 24 23 21 24 380 62 25 23 4930 50 371 305 1827 21 24 20 44 58 36 20 70480 103 20 279 7515 14811 23 21 24 97 105 23 20 481 167
leaf_count=985 111 24 23 21 24 380 62 25 23 4930 50 371 305 1827 21 24 20 44 58 36 20 70480 103 20 279 7515 14811 23 21 24 97 105 23 20 481 167
internal_value=0 0.112452 0.10257 0.0943822 1.39957 0.0852748 0.107764 0.887226 -0.216695 0.0962995 -0.00826658 -0.00793166 0.0707692 0.135641 0.383909 0.0792208 0.300166 -0.148642 -0.0107777 0.237245 0.0671431 -0.0114101 -0.0173625 0.279679 0.00710047 0.0345925 -0.00680685 0.686031 -0.0178832 0.0893211 0.151602 -0.0643935 -0.0325801 -0.154739 -0.0416889 -0.13467
internal_weight=0 6541 6517 6494 45 6449 6002 87 447 5915 97012 96962 3384 2283 412 1871 391 424 93578 238 1847 93340 70624 123 22716 7626 15090 59 70501 179 155 1101 809 292 786 272
internal_count=103553 6541 6517 6494 45 6449 6002 87 447 5915 97012 96962 3384 2283 412 1871 391 424 93578 238 1847 93340 70624 123 22716 7626 15090 59 70501 179 155 1101 809 292 786 272
cat_boundaries=0 5 6 12 13 19 20 24 29 30 31
cat_threshold=1073774592 16384 4608 140673024 262192 72 104089228 536871472 270598248 33554434 268443716 4096 19 880804608 2956984834 589930 1052968 1611162756 256 1106 0 536870912 0 288 0 536870912 0 296 16384 1108 240
is_linear=0
shrinkage=0.01


Tree=204
num_leaves=40
num_cat=7
split_feature=4 16 14 10 25 14 9 0 24 11 2 0 25 3 24 8 4 2 2 1 10 25 2 3 14 8 10 2 1 10 25 1 2 24 19 4 1 10 4
split_gain=909713 2.84538e+06 3.97357e+06 772780 629015 852223 581355 447025 379081 727333 1.07108e+06 266080 300475 448397 351033 311260 285787 241029 276242 239254 235435 229130 424698 353251 215861 228045 194449 218911 116747 107357 105289 154394 143869 109587 103031 99511.7 58297 49626.6 50671.9
threshold=371.41875000000005 108.94300000000001 13.129951000000004 330.97750000000008 0 678.01075000000003 319.79062500000009 1438.4900000000002 1 10.361000000000002 54.609000000000002 7.7340000000000009 2 472.9221300000001 3 455.79000000000002 2.9430000000000005 512.13625000000013 440.02900000000005 147.52500000000003 159.47460000000004 4 658.86750000000018 152.51760000000004 128.57250000000002 12.339000000000004 522.5150000000001 542.8678000000001 469.21250000000003 1098.7459000000001 5 756.19086000000004 1070.9310000000003 6 739.20000000000016 81.524400000000014 117.18750000000001 8.0730000000000022 547.82000000000005
decision_type=2 2 2 2 9 2 2 2 1 2 2 2 9 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2
left_child=4 3 -3 21 5 7 -5 8 9 10 -1 29 13 14 19 26 -17 18 -10 -13 -4 23 24 37 25 -23 27 -14 -16 30 31 33 34 -6 -32 -19 -11 38 -2
right_child=1 2 20 6 11 -7 -8 -9 17 36 -12 12 15 -15 28 16 -18 35 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.2478397496963412 -0.13862827751947487 4.9477894343099287 0.94110911276029496 2.1672556264938847 0.052526885743825753 1.6463711489571466 0.041729150251908743 1.5930522441864015 0.056536803864788501 -0.44263981720186629 1.4093948991402336 0.22955653653337479 0.008334513615109361 1.6314837367534636 0.029503709078251981 0.1285254854815347 1.6515805833989925 -0.67094063788652425 1.0719381727995696 0.84085685833694712 -0.5424005422592163 -0.089732593439874192 -1.5139870223999023 1.2227638512536099 -0.96047887776208973 0.51848687905531665 0.96875740596226279 -0.79553137723137357 -0.7406040267944336 0.59409986857710217 -0.018895751821104648 0.69552338390639334 -0.77743064041137699 -0.010345329691665779 0.69894438266754155 0.10868278806859798 -1.0455161142349243 -0.4034016361236572 0.5251674876005753
leaf_weight=579 23 31 23 31 4148 36 22 20 3488 53 92 888 9334 20 1251 28 22 64 27 69 20 294 20 38 23 78 21 34 20 29 74247 33 25 8314 20 22 23 20 23
leaf_count=579 23 31 23 31 4148 36 22 20 3488 53 92 888 9334 20 1251 28 22 64 27 69 20 294 20 38 23 78 21 34 20 29 74247 33 25 8314 20 22 23 20 23
internal_value=0 0.373466 2.21863 0.134756 -0.00297297 0.113815 1.28496 0.101445 0.0945838 0.298093 0.407099 -0.00820522 0.036589 0.140209 0.127452 0.0117498 0.79867 0.0513967 0.0643365 0.270802 0.251105 0.0172972 -0.0901416 0.414802 -0.0203302 0.0377973 0.00757165 0.00541698 0.0172499 -0.0142363 -0.0144395 0.0124146 -0.0189552 0.0106157 -0.0187024 -0.471502 -0.625089 0.0124601 0.19327
internal_weight=0 646 74 572 102907 4404 53 4368 4348 747 671 98503 11687 2248 2228 9439 50 3601 3515 957 43 519 415 104 395 372 9389 9368 1271 86816 86787 12495 74292 12462 74267 86 76 66 46
internal_count=103553 646 74 572 102907 4404 53 4368 4348 747 671 98503 11687 2248 2228 9439 50 3601 3515 957 43 519 415 104 395 372 9389 9368 1271 86816 86787 12495 74292 12462 74267 86 76 66 46
cat_boundaries=0 5 6 12 13 19 24 25
cat_threshold=1073774592 16386 4096 140673032 262192 72 67108868 4194824 536936544 1049600 0 4096 1078 0 512 544 0 64 256 813711616 2957017120 524874 41947426 1946698946 83
is_linear=0
shrinkage=0.01


Tree=205
num_leaves=48
num_cat=2
split_feature=2 6 15 24 0 0 24 1 9 8 5 6 5 5 17 3 1 2 1 10 0 3 8 7 18 8 1 0 6 3 9 5 5 2 14 2 14 7 2 13 2 7 10 7 5 5 8
split_gain=628188 623733 800530 568105 558142 413660 374573 521156 1.19959e+06 362706 361781 1.75072e+06 329778 340602 263531 258038 246301 303391 235084 219240 347577 203583 198243 194782 188254 228777 299808 383635 210077 161092 189315 323647 154915 139890 139016 116436 105431 98693.1 94065.7 93344.4 86917.9 86100.1 71068.6 62142.5 21473.2 7874.08 2062.36
threshold=364.96250000000003 194.48100000000002 65.094000000000008 0 384.83520000000004 52.192250000000008 1 210.63000000000002 285.81500000000005 36.681000000000004 616.44275000000005 255.31490000000005 326.45950000000005 25.210500000000007 19.005000000000006 1449.0631000000001 1.2250000000000003 1070.9310000000003 233.37814 255.92650000000003 438.42500000000007 335.00670000000008 1117.4100000000001 111.65720550000002 122.45650000000002 166.61000000000004 35.548000000000009 285.35875000000004 152.16750000000005 32.603453500000008 367.7580000000001 359.92750000000007 343.26000000000005 1070.9310000000003 1092.2134000000003 20.044210000000003 678.01075000000003 96.060000000000016 542.8678000000001 174.84360000000001 242.38250000000002 29.932147000000004 78.450000000000003 86.001500000000007 779.2410000000001 1449.0631000000001 1468.3681000000001
decision_type=2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 12 4 9 10 24 29 14 16 15 35 13 -3 18 22 17 -2 -9 20 23 -14 34 33 25 37 43 -28 41 32 31 -31 39 -5 36 44 -1 40 -18 -8 -7 -26 -39 -27 -12 -46 -24
right_child=1 2 -4 19 -6 6 7 8 -10 -11 11 -13 21 -15 -16 -17 38 -19 -20 -21 -22 -23 46 -25 28 26 27 -29 -30 30 -32 -33 -34 -35 -36 -37 -38 42 -40 -41 -42 -43 -44 -45 45 -47 -48
leaf_value=-0.0087664479885156705 0.49490394560795914 0.409345831118132 2.3162454223632811 -0.13600207721885246 1.6744340613309074 -0.00276704239511318 0.090963706940579481 1.1738386279344559 2.4963895159754261 -0.65133783480700336 0.15405436542299059 3.2358417353630067 -0.86829919043041415 1.9728393918817693 1.4400902786254883 0.83834952354431158 0.36732329511642453 1.7195606788635254 0.12439944583517282 0.69170549319340635 -1.504305112702506 0.45550529058162981 0.5514945552660071 0.62133829661778051 0.33363586616516117 -0.6373935976028442 0.34211704543296328 1.9678711882091704 -1.3477744399417533 0.24895297264392746 -0.50994956808705483 1.5422191047668456 -0.72590552369753525 -0.79801700782775886 -0.65769015919078488 0.77559961605072025 0.45520996716557721 -0.1611434773143969 -0.31848160932958125 -0.3907283059562125 -0.52149944710009022 -0.54664868087768559 -0.69390442707959343 0.14147072837466287 -0.19457680209990472 0.033612813949584965 0.68035540841243891
leaf_weight=97665 106 38 31 158 34 1526 2142 24 29 34 36 20 21 22 20 36 40 25 193 26 21 26 23 28 20 20 47 21 22 596 31 20 24 40 33 20 49 95 40 41 33 25 34 21 62 20 27
leaf_count=97665 106 38 31 158 34 1526 2142 24 29 34 36 20 21 22 20 36 40 25 193 26 21 26 23 28 20 20 47 21 22 596 31 20 24 40 33 20 49 95 40 41 33 25 34 21 62 20 27
internal_value=0 0.299913 0.901232 0.149584 0.457397 -0.00282703 0.0860439 0.152777 0.57661 0.307171 -0.00734716 0.47078 0.491275 0.982627 0.341701 -0.00811934 0.461623 0.728617 0.240466 -0.175327 -0.273692 -0.135982 -0.00843093 -0.159343 -0.0263341 -0.00707043 0.436952 0.844188 -0.546933 0.11381 0.252569 0.290942 0.0731322 -0.269742 -0.00875294 0.0700467 -0.00853378 -0.0357425 0.0244208 0.0819168 -0.0137473 -0.155411 -0.301561 -0.238463 -0.0495385 -0.138921 0.621079
internal_weight=0 690 138 552 279 102975 4984 3120 266 245 97991 158 107 60 237 97833 211 131 217 273 247 47 97797 226 1864 1797 109 68 67 2854 647 616 2207 198 97747 138 97714 1688 80 2183 1559 45 129 41 118 82 50
internal_count=103665 690 138 552 279 102975 4984 3120 266 245 97991 158 107 60 237 97833 211 131 217 273 247 47 97797 226 1864 1797 109 68 67 2854 647 616 2207 198 97747 138 97714 1688 80 2183 1559 45 129 41 118 82 50
cat_boundaries=0 1 2
cat_threshold=1369 2441
is_linear=0
shrinkage=0.01


Tree=206
num_leaves=52
num_cat=12
split_feature=2 25 6 6 5 26 25 24 5 3 10 24 2 14 2 2 25 5 10 0 10 5 4 5 0 24 25 25 19 10 10 26 6 2 2 3 0 13 5 3 25 24 25 4 25 6 19 3 6 2 2
split_gain=615687 921627 766882 1.00109e+06 819017 451925 436008 433626 545384 1.62494e+06 376617 367901 1.06707e+06 357327 340797 4.08238e+06 372579 328847 322466 270461 316360 285234 238259 500706 313322 227011 317547 224903 194358 279516 310525 189327 168969 168149 166042 144327 205133 136558 135269 126337 173025 204198 101093 94548.7 82786.4 73931.9 68923.6 54043.5 38175.5 7885.69 6022.15
threshold=364.96250000000003 0 194.48100000000002 371.41875000000005 302.32450000000006 2022.5000000000002 1 2 552.55750000000012 52.207712000000008 619.25400000000013 3 883.10000000000014 522.5150000000001 52.029000000000003 62.336000000000006 4 115.15375000000002 28.879500000000004 52.192250000000008 485.19100000000009 1083.8250000000003 8.0827500000000025 64.594250000000002 92.554037500000021 5 6 7 182.29140000000004 164.75250000000003 236.58700000000002 2022.5000000000002 371.41875000000005 1070.9310000000003 233.37814 365.67550000000006 187.95300000000003 52.332500000000003 53.314500000000002 117.54253850000002 8 9 10 11.146500000000001 11 76.50500000000001 617.48075000000006 16.932600000000004 96.060000000000016 512.13625000000013 1439.8675000000001
decision_type=2 9 2 2 2 2 9 1 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 9 2 2 2 2 2 2
left_child=6 2 5 -4 -5 22 7 13 10 -10 14 12 48 28 16 -16 -9 18 -7 21 25 39 24 -24 -2 26 31 34 29 38 -31 -21 -29 35 -27 36 45 -19 -1 42 41 -41 46 -42 -28 -13 -8 -44 49 -3 -35
right_child=1 11 3 4 -6 17 19 8 9 -11 -12 33 -14 -15 15 -17 -18 37 -20 20 -22 -23 23 -25 -26 27 44 32 -30 30 -32 -33 -34 50 -36 -37 -38 -39 -40 40 43 -43 47 -45 -46 -47 -48 -49 -50 -51 -52
leaf_value=-0.022291809455324711 0.73819580000800056 0.17975901554792356 2.9823543523152671 2.0643016297476633 -0.20255054924939131 -0.22253321621869063 0.0059633968607202478 0.50706064335043499 -0.38913474082946781 3.4022367579936983 -0.82750848719948222 -0.15654964923042142 2.337111546198527 1.3047078952789306 4.8588665351867677 0.15258343086851406 0.088431690982886557 -1.3769895696640015 1.2476354286193847 0.49297734482879085 0.99153801273655251 0.89196735709054131 -0.79472978432973218 1.4161165847778321 2.291717529296875 0.080587500268178014 -0.22337157387854689 -0.06889403787383562 -0.75662626408241895 1.4042296988875778 0.15134400335518089 0.16088261078225924 -0.97293400355747761 -0.84794015502929687 0.77797696290697371 0.58335686646975005 -0.95652497722256569 -0.20840982341766356 -0.3044144810543159 -0.047967258480797831 -0.084336685469629719 0.33074948085082134 -0.020091874908276734 0.1848667223663891 0.064557525506670321 0.4423558152715365 0.59327477788925176 0.02029881360633938 -0.40110597065516879 -0.028598656864727245 -0.62392096042633061
leaf_weight=1423 37 39 30 28 37 37 21769 231 26 20 38 146 24 20 20 235 1955 20 25 336 37 35 21 20 20 1390 108 1333 37 27 74 351 21 30 35 26 31 20 193 216 561 420 67747 170 644 24 20 3483 21 34 20
leaf_count=1423 37 39 30 28 37 37 21769 231 26 20 38 146 24 20 20 235 1955 20 25 336 37 35 21 20 20 1390 108 1333 37 27 74 351 21 30 35 26 31 20 193 216 561 420 67747 170 644 24 20 3483 21 34 20
internal_value=0 0.296914 0.707562 1.47133 0.77394 0.380149 -0.00279876 0.0956662 0.179679 1.25929 0.160371 -0.0270016 0.419576 -0.0242492 0.175749 0.521704 0.135393 -0.0857925 0.370277 -0.00709754 0.0708903 -0.0106127 0.865108 0.283732 1.28329 0.0628145 0.164233 0.00967316 -0.0395409 -0.0240883 0.486274 0.318666 -0.0823075 -0.225231 0.0970354 -0.11773 -0.208418 -0.7927 -0.0559859 -0.0109474 0.0844888 0.203377 -0.01235 -0.021438 0.0208173 -0.0719983 0.0064995 -0.0181143 -0.0253721 0.0827157 -0.758332
internal_weight=0 690 295 95 65 200 102975 4299 2525 46 2479 395 118 1774 2441 255 2186 102 62 98676 4255 94421 98 41 57 4218 1439 2779 1754 1717 101 687 1354 277 1425 227 201 40 1616 94386 1367 636 93019 731 752 170 21789 71230 94 73 50
internal_count=103665 690 295 95 65 200 102975 4299 2525 46 2479 395 118 1774 2441 255 2186 102 62 98676 4255 94421 98 41 57 4218 1439 2779 1754 1717 101 687 1354 277 1425 227 201 40 1616 94386 1367 636 93019 731 752 170 21789 71230 94 73 50
cat_boundaries=0 5 10 11 12 17 18 24 30 36 37 43 49
cat_threshold=1081344 0 512 32768 8192 33024 536887298 4096 141689090 262176 2465 1289 0 536870912 0 131072 32 1074 34882048 512 276889704 33554432 8388676 256 110167692 2147483664 270565408 73792 68 12288 76563972 2147484192 66088 0 8192 256 1410 67110400 163872 17302298 369209864 1149764756 288 75497472 16 0 0 0 8192
is_linear=0
shrinkage=0.01


Tree=207
num_leaves=41
num_cat=3
split_feature=2 16 0 0 24 1 9 5 3 15 3 24 11 2 17 3 1 16 8 26 3 2 8 4 3 3 17 24 4 0 2 3 0 23 11 3 26 5 5 8
split_gain=603432 602709 620773 397591 362911 508898 1.17129e+06 351008 1.11202e+06 308837 367217 340764 517304 509694 255826 252264 230609 226992 193801 179604 463053 253377 160883 340473 405591 146114 216953 98947 177455 97057.5 91477.5 123712 121083 87085.4 73353.8 55747.4 52928.2 37301.3 14178.4 2045.52
threshold=364.96250000000003 336.36115000000007 748.92250000000013 52.192250000000008 0 210.63000000000002 285.81500000000005 616.44275000000005 108.75750000000001 248.95175000000003 888.10000000000014 1 242.583 1070.9310000000003 19.005000000000006 1449.0631000000001 233.37814 336.36115000000007 1117.4100000000001 2022.5000000000002 335.00670000000008 242.38250000000002 166.61000000000004 95.658810000000017 5.0070000000000006 25.500607500000005 46.47140000000001 2 1085.2750000000003 242.5325 242.38250000000002 297.47500000000008 252.70150000000004 181.09900000000002 8.069386500000002 22.333736000000005 2022.5000000000002 897.08550000000014 897.08550000000014 1468.3681000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 7 17 19 14 15 34 10 11 13 -13 -2 16 18 -7 22 27 20 21 -6 30 35 -25 29 -27 33 -29 -21 31 -5 -32 -1 36 -24 38 -38 -9 -20
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 39 25 -22 -23 23 24 -26 26 -28 28 -30 -31 32 -33 -34 -35 -36 -37 37 -39 -40 -41
leaf_value=-0.026613731274306045 0.34852449316104861 1.7875187624417819 1.5316670793805804 -0.010071349754435582 0.14409308747756558 1.1614399842421215 2.4658579740853144 -0.24715996384620667 2.3116645382068777 -0.9037784798328693 1.4775233667547054 -0.076735447136403317 1.4056881202697753 1.9934773939306087 1.4189515562057495 0.82898118866814519 0.12203800905553788 -0.86136355512775487 0.54484708537226145 0.011555605931837756 1.3092480251524183 1.2256767160242255 -0.34440534175970622 2.087056493997574 0.1928766366151663 0.1041251929847356 0.81255712207482789 -0.0031573582275719837 0.66308621358871467 -0.24378631815884283 0.015351625901681406 -0.59483678437568044 -0.95045766773223872 0.63352642250061042 -0.47458396053314211 0.23453734891168004 0.66808781280517582 0.17800203323364258 0.10863875979468937 0.67318099750412841
leaf_weight=24312 131 26 35 1629 1399 24 29 24 27 26 22 403 25 22 20 36 193 32 23 798 36 22 39 20 26 367 49 73375 40 183 27 37 25 20 20 29 25 41 21 27
leaf_count=24312 131 26 35 1629 1399 24 29 24 27 26 22 403 25 22 20 36 193 32 23 798 36 22 39 20 26 367 49 73375 40 183 27 37 25 20 20 29 25 41 21 27
internal_value=0 0.293945 0.235462 -0.00277007 0.0843576 0.150044 0.56886 -0.00720154 0.463754 0.163336 0.209348 0.161327 0.00962972 0.549161 0.336738 -0.00796213 0.236995 -0.026254 -0.00827022 0.111535 0.189213 0.160838 -0.0118103 0.35198 1.01643 0.0305209 0.18757 -0.0085886 -0.00279398 -0.036077 -0.03595 -0.0230583 -0.44898 -0.0260604 0.0828868 -0.0975033 0.183332 0.363641 -0.0811206 0.614147
internal_weight=0 690 664 102975 4984 3120 266 97991 158 629 603 581 428 153 237 97833 217 1864 97797 2854 1457 1421 1832 114 46 1397 416 97747 73415 981 1718 1666 52 24332 131 68 111 66 45 50
internal_count=103665 690 664 102975 4984 3120 266 97991 158 629 603 581 428 153 237 97833 217 1864 97797 2854 1457 1421 1832 114 46 1397 416 97747 73415 981 1718 1666 52 24332 131 68 111 66 45 50
cat_boundaries=0 1 2 3
cat_threshold=2441 1288 2184
is_linear=0
shrinkage=0.01


Tree=208
num_leaves=43
num_cat=3
split_feature=2 6 16 24 0 0 24 1 9 8 1 6 8 17 1 2 1 16 10 0 3 7 8 2 8 3 9 18 2 6 7 13 12 6 1 6 1 2 24 19 1 8
split_gain=591424 592026 1.18384e+06 543542 538181 389679 355689 498771 1.14798e+06 353396 274888 436830 265571 250735 240142 293380 226020 222475 213147 342921 196154 188938 157681 299591 276504 152938 187757 267970 135711 128054 120070 109640 125077 104154 213968 96288.5 131079 92548.3 82998.2 57853.1 21456.2 4760.51
threshold=364.96250000000003 194.48100000000002 81.991800000000026 0 384.83520000000004 52.192250000000008 1 210.63000000000002 285.81500000000005 36.681000000000004 596.10500000000013 276.51600000000002 1117.4100000000001 19.005000000000006 1.2250000000000003 1070.9310000000003 233.37814 336.36115000000007 255.92650000000003 438.42500000000007 1449.0631000000001 111.65720550000002 166.61000000000004 169.99800000000002 248.12265000000002 32.603453500000008 367.7580000000001 53.84040000000001 1070.9310000000003 1424.6500000000003 189.452325 174.84360000000001 225.6585 53.105500000000006 469.21250000000003 133.58000000000001 273.76200000000006 542.8678000000001 2 110.41800000000002 6.179850000000001 1468.3681000000001
decision_type=2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=5 3 10 4 9 12 17 25 13 14 11 -3 20 16 15 -2 -9 22 19 21 29 28 35 24 -24 31 27 -27 -5 33 -13 32 -8 38 -35 39 -37 -16 -1 -7 -33 -14
right_child=1 2 -4 18 -6 6 7 8 -10 -11 -12 30 41 -15 37 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 -32 40 -34 34 -36 36 -38 -39 -40 -41 -42 -43
leaf_value=-0.030982159333486779 0.48429376237797289 1.3945308952331545 3.0630451820010229 -0.13359397407951235 1.6406176583907184 -0.020482964452580334 0.072782520918757282 1.1498256115118664 2.4411994539458175 -0.64810076433069574 1.5208058747791109 -0.5150406436431102 0.59283500061035155 1.4047620377540588 0.35890737533569339 1.6885741661071776 0.12081763108159595 -0.85274991318583493 0.68171597480773927 -1.4925148205530077 0.73050337155659995 0.61228892326354978 0.87849866427995016 1.3157065200805664 -0.31074470460414888 0.23918019209496663 -0.5137522880492672 1.2579926247066922 -0.78564556074142455 0.6683824028287616 0.31145364984869955 -0.62498110920190808 0.79873038242260619 0.041769064721047959 0.86398369669914243 -0.14721289106045984 -0.96158116579055786 -0.32134368546307085 -0.0056655016110743672 0.52078319740295409 -0.18149309384822845 0.78113690610589659
leaf_weight=15464 106 25 21 158 34 1562 2139 24 29 34 21 39 25 20 40 25 193 32 26 21 36 28 29 25 60 589 31 27 40 28 32 24 24 2897 32 112 24 40 79480 20 20 29
leaf_count=15464 106 25 21 158 34 1562 2139 24 29 34 21 39 25 20 40 25 193 32 26 21 36 28 29 25 60 589 31 27 40 28 32 24 24 2897 32 112 24 40 79480 20 20 29
internal_value=0 0.291006 0.876841 0.144547 0.445666 -0.00274237 0.0835141 0.148544 0.563172 0.298027 0.484446 0.257742 -0.00712953 0.333371 0.450484 0.714118 0.234625 -0.0259915 -0.173172 -0.270172 -0.00751609 -0.156591 -0.0116922 0.34846 0.0767616 0.11042 0.245621 0.283836 -0.265322 -0.00778747 -0.142536 0.0707847 0.0808374 -0.00798092 0.0507519 -0.0355905 -0.290925 0.0187818 -0.00979281 -0.0136402 -0.423396 0.69396
internal_weight=0 690 138 552 279 102975 4984 3120 266 245 117 96 97991 237 211 131 217 1864 273 247 97937 226 1832 114 89 2854 647 616 198 97901 71 2207 2163 97873 2929 1718 136 80 94944 1582 44 54
internal_count=103665 690 138 552 279 102975 4984 3120 266 245 117 96 97991 237 211 131 217 1864 273 247 97937 226 1832 114 89 2854 647 616 198 97901 71 2207 2163 97873 2929 1718 136 80 94944 1582 44 54
cat_boundaries=0 1 2 3
cat_threshold=1369 2441 2176
is_linear=0
shrinkage=0.01


Tree=209
num_leaves=46
num_cat=10
split_feature=25 2 15 15 3 10 26 24 25 2 2 2 0 25 8 26 12 5 3 5 2 0 25 24 2 3 10 2 11 1 25 26 13 10 11 10 0 25 14 3 24 0 24 26 26
split_gain=588012 477021 616793 764899 849960 733659 568846 464864 1.65632e+06 366969 473939 327712 441922 293306 381164 261841 237019 262620 232560 364218 231851 215645 267511 831087 906414 463443 226204 201274 196773 188258 146756 142142 110813 482663 529450 89788.2 85889.3 75572.9 85778 81347.2 62938.5 47122.5 44914.6 14021.9 1274.45
threshold=0 364.96250000000003 382.28075000000007 65.094000000000008 670.0675 255.92650000000003 2022.5000000000002 1 2 87.323999999999998 190.99500000000003 749.57248000000016 144.67100000000002 3 1117.4100000000001 2022.5000000000002 890.55300000000011 616.44275000000005 27.936450000000004 96.745000000000019 1070.9310000000003 7.454158500000001 4 5 0.45700000000000007 2.2862500000000003 1098.7459000000001 512.13625000000013 285.35875000000004 4.5710000000000006 6 2022.5000000000002 180.91300000000004 143.29500000000004 9.3975000000000026 96.77300000000001 354.51980000000003 7 678.01075000000003 73.777500000000018 8 13.462200000000001 9 2022.5000000000002 2022.5000000000002
decision_type=9 2 2 2 2 2 2 1 9 2 2 2 2 9 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 1 2 1 2 2
left_child=1 7 3 4 5 6 -3 8 31 18 -11 21 15 42 16 20 17 -15 19 -10 -13 26 23 24 25 -23 32 28 30 -30 -24 -1 37 40 -35 -20 41 38 -2 -39 -34 -25 43 -9 -44
right_child=11 2 -4 -5 -6 -7 -8 13 9 10 -12 12 -14 14 -16 -17 -18 -19 35 -21 -22 22 27 36 -26 -27 -28 -29 29 -31 -32 -33 33 34 -36 -37 -38 39 -40 -41 -42 -43 44 -45 -46
leaf_value=1.7593471231460571 0.0057253193045597008 0.50416919174273156 -1.2106054577827454 2.1745644637516568 2.3058438457142221 2.0737903614044191 -0.57076259498136583 0.0080433562823704306 0.072716291396750163 1.5423604500599397 -0.12947312386830648 0.087468751383864354 1.848903579711914 0.030957677557041374 1.1944822271116848 -0.34474536709669162 1.1309939565658571 0.63128919865633992 -0.45088709336740002 1.0423271560668945 1.5596449565887451 2.1549146045105796 0.043291812932721427 0.22927028370230165 -0.18706798371596214 0.38155808115005491 0.86999913577375743 -0.74580529689788821 0.0041078048282199436 0.89151058477513934 -0.039193888276162332 1.0818510404229165 0.18230946175229382 1.8869657659530641 0.0071806351891879382 0.25001607439734719 0.67212462472915646 -0.019820189074698617 0.60406026005744939 0.063495896884299588 -0.079546213333423321 -0.052538976342819795 -0.37658568417584454 -0.21380073843331171 -0.4315549742091786
leaf_weight=60 14384 121 20 28 22 20 83 56 703 39 30 23 21 4770 29 41 20 74 108 41 20 56 7893 73 39 20 29 34 45 51 2959 64 132 31 29 22 20 69445 24 1192 250 317 81 58 88
leaf_count=60 14384 121 20 28 22 20 83 56 703 39 30 23 21 4770 29 41 20 74 108 41 20 56 7893 73 39 20 29 34 45 51 2959 64 132 31 29 22 20 69445 24 1192 250 317 81 58 88
internal_value=0 0.0909502 0.484732 0.608479 0.430226 0.246013 0.0668195 0.0725516 0.261585 0.112201 0.815476 -0.00696164 0.551401 0.0330145 0.0513244 0.227025 0.0446142 0.0401287 0.0579628 0.126149 0.772202 -0.00756663 0.0330754 0.251467 0.968086 1.68824 -0.0130354 0.0223856 0.0247918 0.475541 0.0208043 1.30447 -0.013335 0.144593 0.978403 -0.332273 0.0322009 -0.0141557 0.00671733 -0.0184116 0.0136281 0.000209936 -0.274506 -0.0963711 -0.382571
internal_weight=0 6537 294 274 246 224 204 6243 1067 943 69 97128 105 5176 4893 84 4864 4844 874 744 43 97023 11507 525 115 76 85516 10982 10948 96 10852 124 85487 442 60 130 410 85045 14408 70637 382 390 283 114 169
internal_count=103665 6537 294 274 246 224 204 6243 1067 943 69 97128 105 5176 4893 84 4864 4844 874 744 43 97023 11507 525 115 76 85516 10982 10948 96 10852 124 85487 442 60 130 410 85045 14408 70637 382 390 283 114 169
cat_boundaries=0 5 6 11 15 18 19 25 31 32 33
cat_threshold=32768 536887298 4608 139624704 262176 66 0 536870912 0 131072 262176 0 536870912 0 131072 67108864 4194304 805306376 1056 66405892 52429320 8487010 33563648 8261 12288 768 2424471584 17301786 371274250 1141376144 288 1072 2704
is_linear=0
shrinkage=0.01


Tree=210
num_leaves=54
num_cat=10
split_feature=2 25 11 8 1 24 2 15 4 6 10 25 24 5 2 2 5 3 2 25 13 25 24 11 1 11 8 10 5 2 3 4 25 3 3 4 5 2 18 24 15 11 25 10 3 10 2 3 10 4 9 2 10
split_gain=714816 1.22346e+06 1.96682e+06 600652 830202 813475 1.07637e+06 567620 491550 624045 573196 344539 430846 298443 267640 426984 442424 805899 408545 271930 230641 226034 264277 194193 189522 184365 165462 182351 1.08515e+06 154818 101887 132270 135568 99059.9 85581.2 125184 77773.3 140059 71642.1 70847.2 67353.5 62357.8 51711.9 51523.5 43361.3 35697.9 37962 35424 21963.6 16594.8 4803.77 3452.05 588.833
threshold=114.45750000000002 0 798.75000000000011 22.333736000000005 756.19086000000004 1 414.53600000000012 66.040325000000024 174.23250000000002 606.07650000000001 400.0485000000001 2 3 287.60700000000003 52.962600000000009 49.990000000000009 392.81250000000006 123.21700000000001 58.710000000000001 4 456.91750000000008 5 6 272.81695000000008 156.08950000000002 86.215192500000015 901.21050000000014 556.40500000000009 152.88900000000004 658.86750000000018 27.535980000000006 606.76150000000018 7 35.85625000000001 170.74000000000004 11.146500000000001 287.60700000000003 749.57248000000016 819.02500000000009 8 224.81300000000005 38.688000000000009 9 151.12275000000002 41.22163650000001 133.58000000000001 440.02900000000005 43.634800000000006 119.05650000000001 11.879600000000002 9.2185000000000006 1070.9310000000003 901.21050000000014
decision_type=2 9 2 2 2 1 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 5 6 -2 -7 13 10 -10 12 40 23 15 16 19 -18 -16 -14 21 22 24 -5 25 -3 27 30 50 45 38 32 -32 -26 35 -20 37 -24 39 -13 41 42 43 -1 -28 46 -23 -38 -44 -43 52 -31 -29
right_child=1 20 -4 8 -6 7 -8 -9 9 -11 -12 26 14 -15 18 -17 17 -19 34 -21 -22 29 36 -25 33 -27 44 28 -30 51 31 -33 -34 -35 -36 -37 47 -39 -40 -41 -42 49 48 -45 -46 -47 -48 -49 -50 -51 -52 -53 -54
leaf_value=-0.1918448539400352 0.72164006806336911 0.14899027372809018 3.4821331787109377 -0.36230922377334451 2.4549836020036175 0.18697126857617982 2.7944900403781374 1.5439333366625239 0.40409816612631588 -1.06581662607193 2.3279026258559457 -0.0036206616256575876 0.49218595801713222 -1.3878714994430541 -1.2021470998462878 1.5710204191207886 0.25320538371108298 2.2335849546503139 -0.19844211452993854 0.08088477943606133 -0.9922403260935907 -0.055033529076092651 -0.007051367864766879 0.71201203203201291 1.4600896973013877 0.88725225460834989 0.32684004003351386 -0.083673378803111889 2.5012784943580626 -0.61902554770878382 0.068143153026945194 0.76022952270507815 -0.044066756068898982 0.54527537378771551 -0.47395570140896426 0.50010927335075717 -0.079963031953031366 0.77270567893981934 0.55830341815948492 -0.021479593556351696 0.44212625412713913 -0.32623844265937807 -0.0075437187422350586 0.32455852460861212 0.91692816710472103 0.34532965135574345 -0.30126576598261445 -0.61210029010114997 -0.33945229484921413 -0.69343412971496576 -0.21844555854797365 -0.48455556324550081 -0.019302273432413738
leaf_weight=569 104 255 21 106 22 468 33 33 59 20 21 45101 157 25 38 20 86 27 58 5173 23 530 573 20 20 39 33 27 20 35 3234 25 1605 29 33 46 22 24 22 43790 21 32 394 20 20 20 71 29 21 20 24 42 30
leaf_count=569 104 255 21 106 22 468 33 33 59 20 21 45101 157 25 38 20 86 27 58 5173 23 530 573 20 20 39 33 27 20 35 3234 25 1605 29 33 46 22 24 22 43790 21 32 394 20 20 20 71 29 21 20 24 42 30
internal_value=0 0.162451 0.451598 0.386697 0.545047 0.479187 1.13788 0.270944 -0.0296809 0.514114 0.909097 -0.00411927 0.0650266 -0.38981 0.100053 0.112562 0.107203 0.726393 -0.284724 0.0940752 0.00238951 0.0159481 0.112492 -0.191782 0.333173 0.246923 -0.00906837 -0.00938469 0.415293 -0.121 -0.00984208 0.0347233 0.0309751 0.918669 -0.0302566 0.110533 -0.00760728 0.0242956 -0.01228 -0.0124213 -0.117565 -0.129808 -0.11232 -0.1714 0.549515 -0.0702915 -0.0841225 -0.382551 -0.0237664 -0.467468 -0.0997647 -0.545678 -0.0497938
internal_weight=0 2644 932 911 660 638 137 501 251 100 80 100646 6715 151 5638 5463 5443 113 175 5330 1712 1689 991 126 343 294 93931 93878 101 698 93777 4864 4839 49 137 104 648 597 88913 88891 1077 1056 1004 589 53 621 601 51 415 52 81 77 57
internal_count=103290 2644 932 911 660 638 137 501 251 100 80 100646 6715 151 5638 5463 5443 113 175 5330 1712 1689 991 126 343 294 93931 93878 101 698 93777 4864 4839 49 137 104 648 597 88913 88891 1077 1056 1004 589 53 621 601 51 415 52 81 77 57
cat_boundaries=0 6 7 13 14 19 24 25 31 32 37
cat_threshold=49152 160 520 2129920 16 12288 1042 1081600 536887296 4104 34742560 67895344 32 136 0 0 0 131072 32 36767364 268435968 8454240 33554432 8196 609 35997192 2149712436 278954018 2129920 276836612 12288 1055 1081344 536870912 8 131072 262176
is_linear=0
shrinkage=0.01


Tree=211
num_leaves=63
num_cat=13
split_feature=0 2 11 25 9 14 2 24 8 1 5 12 25 8 2 24 26 6 2 24 5 25 6 25 2 6 1 13 13 25 24 5 25 6 24 2 25 8 13 2 11 25 2 1 0 18 1 2 2 0 5 5 1 0 1 2 14 14 2 2 5 5
split_gain=748461 807746 918699 574979 671618 581917 718461 588520 511811 363445 347773 341371 312918 638700 375463 671892 605370 467630 286407 284930 574113 560600 311506 263142 247971 242762 212783 170498 295759 165621 186739 130411 154157 120088 119452 144793 117011 88634.6 86204.4 86034.5 84996.5 80184.6 87740.5 83636 75524.2 74517.2 73518.2 71752.4 63454.7 60096.1 49797.2 42428.1 35403.4 30543.4 21405.9 20033.9 13517.6 21216.6 12115 8870.8 1948.36 219.542
threshold=118.05050000000001 883.10000000000014 61.027950000000011 0 553.21400000000006 38.582500000000003 440.02900000000005 1 4.4150000000000009 596.10500000000013 144.33250000000004 218.14250000000004 2 1468.3681000000001 315.17050000000006 3 2022.5000000000002 85.762625000000014 414.53600000000012 4 392.81250000000006 5 22.153894000000005 6 658.86750000000018 189.19640000000001 169.65250000000003 35.941235000000006 120.57000000000001 7 8 26.770100000000003 9 5.008 10 218.51700000000002 11 7.7340000000000009 287.90852000000007 542.8678000000001 83.880500000000026 12 383.96180000000004 1070.9310000000003 11.555000000000001 473.00715000000008 233.37814 414.53600000000012 658.86750000000018 384.83520000000004 40.503898500000012 370.38000000000005 101.73250000000002 252.70150000000004 4.5710000000000006 1070.9310000000003 15.237499999999999 63.555000000000007 68.749700000000004 658.86750000000018 897.08550000000014 483.06600000000009
decision_type=2 2 2 9 2 2 2 1 2 2 2 2 9 2 2 1 2 2 2 1 2 9 2 9 2 2 2 2 2 9 1 2 9 2 1 2 9 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=12 3 -3 5 11 6 7 9 -8 -2 -9 29 13 14 19 16 24 -18 27 20 21 -1 -22 46 -16 -25 50 53 -29 49 -31 39 34 48 38 36 -36 -37 40 41 -33 43 44 45 -43 -14 -21 -35 -17 -5 -13 56 55 -7 -44 59 58 -58 -34 -41 61 -53
right_child=1 2 -4 4 -6 18 8 10 -10 -11 -12 26 31 -15 15 33 17 -19 -20 23 22 -23 -24 25 -26 -27 -28 28 -30 30 -32 32 51 47 35 37 -38 -39 -40 52 -42 42 54 -45 -46 -47 -48 -49 -50 -51 -52 60 -54 -55 -56 -57 57 -59 -60 -61 -62 -63
leaf_value=0.60620496531327572 0.57090665277516739 0.29670260199185078 3.0826359047889706 -0.13566972981966458 1.575563738175801 -0.20385170984268189 2.5527501332318341 0.19825519007185233 0.54572732190291084 1.8673917388916017 -0.67911287871274084 -0.56204788670395356 0.003657857441936791 1.8352540795803072 1.2925391743864334 0.3382823339685217 -0.16192925626581367 1.6822362327575684 -1.2587555711165719 -0.0648598650672393 1.4868230272928875 0.053595607657718709 0.094609521484375 0.052499721869130003 2.750437355041504 0.5687124151052888 -1.5339526042938232 1.3277009749412536 -0.16165759819746017 -0.046792715453482299 0.16533398575835176 -0.0083601333677422174 -0.039186232882325513 0.095822543664412077 0.0018383111128603435 1.0422733320508686 0.1819711990546849 0.17065139806270602 0.66826590991020196 -0.26609145845685683 0.34570331883052702 -0.021198078733190889 0.22118089313507081 0.60790419661480455 0.017485534815657348 0.43571186912059789 -0.30975539885461328 -0.61209916975440049 -0.19753590983729208 -0.59680722732543945 0.070318155288696296 -0.27864660810541225 -0.67374579286575309 -0.66308432579040533 0.65425849369594036 -0.41853556632995609 0.3437680849821671 -0.085757199163022255 -0.21254143198331196 -0.0099936054254833023 -0.1951141933441162 -0.31684127807617191
leaf_weight=182 361 29 20 65 28 30 27 253 24 23 55 33 19729 20 28 77 44 20 23 2897 45 4385 25 1498 20 97 20 20 40 760 900 1505 1004 22 552 28 1070 20 20 21 71 61028 25 23 5502 40 128 41 31 50 20 27 20 28 21 30 23 23 42 38 25 34
leaf_count=182 361 29 20 65 28 30 27 253 24 23 55 33 19729 20 28 77 44 20 23 2897 45 4385 25 1498 20 97 20 20 40 760 900 1505 1004 22 552 28 1070 20 20 21 71 61028 25 23 5502 40 128 41 31 50 20 27 20 28 21 30 23 23 42 38 25 34
internal_value=0 0.161142 1.43382 0.138547 0.0382079 0.347126 0.462822 0.378403 1.60827 0.6321 0.0402747 0.0151214 -0.00435712 0.0500354 0.0463453 0.405144 0.964915 0.414372 -0.237912 0.0353763 0.0906426 0.0770624 0.989604 -0.0202458 1.9 0.0833705 -0.655072 -0.0389339 0.334795 0.0426843 0.0685171 -0.0100807 0.0427492 -0.0169273 0.0779875 0.136999 0.121801 0.679098 0.015771 -0.0127967 0.00759069 -0.0124424 -0.0176944 0.00523059 -0.017999 0.00453206 -0.0749745 -0.364888 0.184483 -0.309271 -0.323419 -0.0551426 -0.293566 -0.42555 0.41889 -0.208132 -0.0387687 0.129005 -0.046147 -0.101147 -0.269464 -0.299935
internal_weight=0 2809 49 2760 1876 884 743 692 51 384 308 1848 100481 9560 9540 283 112 64 141 9257 4637 4567 70 4620 48 1595 73 118 60 1775 1660 90921 4444 171 3266 1670 1622 48 1596 86477 1576 86368 66576 19792 66530 19769 3025 63 108 115 53 1178 109 58 46 89 1092 46 1046 59 86 61
internal_count=103290 2809 49 2760 1876 884 743 692 51 384 308 1848 100481 9560 9540 283 112 64 141 9257 4637 4567 70 4620 48 1595 73 118 60 1775 1660 90921 4444 171 3266 1670 1622 48 1596 86477 1576 86368 66576 19792 66530 19769 3025 63 108 115 53 1178 109 58 46 89 1092 46 1046 59 86 61
cat_boundaries=0 6 7 13 14 15 20 25 29 30 36 37 43 49
cat_threshold=10518528 16 276889640 0 16 4096 1388 1081600 536920192 4610 36872480 67895344 32 1588 599 0 536870912 0 131072 32 1081344 536871040 512 164096 262176 4 536871040 256 3149826 716 61687436 2097697 2130016 65600 268443717 12544 3209 42549892 2097185 0 0 1 8192 1887437440 2424700960 17301784 478155266 8405186 8456
is_linear=0
shrinkage=0.01


Tree=212
num_leaves=47
num_cat=11
split_feature=0 2 3 25 9 24 9 2 12 8 25 8 2 2 26 24 16 25 0 6 2 25 3 6 6 3 12 24 9 11 2 6 25 2 13 25 3 24 24 9 11 11 0 8 8 2
split_gain=733597 791666 1.09328e+06 558268 654390 614840 491976 647760 409634 328102 306791 626351 363777 665440 570626 276517 578571 609702 266656 475764 336906 246377 239611 235557 230171 177373 172216 152177 143356 137743 111472 116199 160625 117210 88810.6 72895.4 68744.5 195027 63843.1 55687.3 100703 45030.5 37275.5 32763.4 40276 17995.7
threshold=118.05050000000001 883.10000000000014 64.738000000000014 0 553.21400000000006 1 149.53189650000004 440.02900000000005 351.87250000000006 490.81062000000003 2 1468.3681000000001 749.57248000000016 1439.8675000000001 2022.5000000000002 3 336.36115000000007 4 252.70150000000004 91.254000000000019 334.93500000000006 5 76.987500000000011 189.19640000000001 207.31054000000003 117.54253850000002 181.65750000000006 6 16.162208500000002 197.97250000000003 1070.9310000000003 66.245000000000019 7 284.91500000000008 564.6037500000001 8 143.79350000000002 9 10 33.471750000000007 197.97250000000003 86.215192500000015 11.555000000000001 248.12265000000002 180.80750000000003 56.547000000000004
decision_type=2 2 2 9 2 1 2 2 2 2 9 2 2 2 2 1 2 9 2 2 2 9 2 2 2 2 2 1 2 2 2 2 9 2 2 9 2 1 1 2 2 2 2 2 2 2
left_child=10 3 -3 5 8 18 7 22 9 27 11 12 15 14 -14 16 17 -1 19 45 28 34 -7 -23 26 -10 -8 -5 -20 -26 31 35 33 41 -17 36 38 -38 -12 42 -41 -33 -37 44 -34 -2
right_child=1 2 -4 4 -6 6 24 -9 25 -11 30 -13 13 -15 -16 21 -18 -19 20 -21 -22 23 -24 -25 29 -27 -28 -29 -30 -31 -32 32 43 -35 -36 39 37 -39 -40 40 -42 -43 -44 -45 -46 -47
leaf_value=0.63503302579099041 -0.097233603000640878 3.1442694945562453 0.12588782446725028 -0.070105535931577104 1.5528221837963379 0.38169754895042773 -0.090793445601451153 1.9015720002310617 -0.32253565692901609 1.0546278242911062 0.024041847535352403 1.8169014683961868 2.5546688929471104 -0.82287439727783207 0.47550444805260861 -0.060117594534380307 1.3394439689533131 0.060643947730337919 -0.52968713194131856 1.5060640939076744 -1.6569791221618653 0.055019048933961409 0.83932052105472932 0.55107110771478396 -0.14979737178139066 -1.6543495030403137 1.0103603348731993 0.11619623781704322 0.47800404930114748 -1.2565895050222224 -0.55154295720552138 0.11321384018172304 -0.023143207644535736 0.72611879811968127 -0.61605428169513576 -0.020706962066275571 0.30433277951118132 -0.10765869914637924 -0.010669044497694655 0.030928358309936104 0.61601890055338548 0.33967546841547808 0.0083365399374333276 -0.32931141772690942 0.41968641213008334 -0.44049606124560037
leaf_weight=183 42 21 28 933 28 437 49 35 20 31 7966 20 22 20 33 3147 37 4590 48 21 22 1557 155 102 23 20 20 810 20 22 38 844 935 35 29 58216 251 201 15777 1513 30 98 4782 34 21 24
leaf_count=183 42 21 28 933 28 437 49 35 20 31 7966 20 22 20 33 3147 37 4590 48 21 22 1557 155 102 23 20 20 810 20 22 38 844 935 35 29 58216 251 201 15777 1513 30 98 4782 34 21 24
internal_value=0 0.159535 1.41948 0.137166 0.0355325 0.33704 0.463541 0.579668 0.0123082 0.0348731 -0.00431271 0.0489924 0.0454052 0.739158 1.30717 0.0400105 0.0935857 0.0841239 -0.18902 0.195076 -0.581316 -0.0134534 0.501514 0.0850053 -0.134491 -0.988443 0.228382 0.0167363 -0.233307 -0.690896 -0.0100387 -0.00981294 0.0662088 0.156287 -0.0649892 -0.0114981 0.00330677 0.125475 0.000982419 -0.017046 0.0423041 0.136774 -0.0185024 -0.0240221 -0.0134158 -0.222056
internal_weight=0 2809 49 2760 1842 918 741 627 1814 1774 100481 9740 9720 75 55 9645 4810 4773 177 87 90 4835 592 1659 114 40 69 1743 68 45 90741 90703 1967 977 3176 88736 24195 452 23743 64541 1543 942 62998 990 956 66
internal_count=103290 2809 49 2760 1842 918 741 627 1814 1774 100481 9740 9720 75 55 9645 4810 4773 177 87 90 4835 592 1659 114 40 69 1743 68 45 90741 90703 1967 977 3176 88736 24195 452 23743 64541 1543 942 62998 990 956 66
cat_boundaries=0 5 6 12 13 18 23 24 30 36 37 38
cat_threshold=10518528 528 276889640 0 16 2176 269517056 536920192 4610 36872480 67895344 32 599 0 536870912 0 131072 32 1081344 536903808 512 164096 262176 718 2377348 131584 268435520 0 8260 4352 1619003008 2416312352 17301816 478151170 276840642 8456 2673 277
is_linear=0
shrinkage=0.01


Tree=213
num_leaves=52
num_cat=12
split_feature=0 2 7 25 9 14 2 24 7 7 5 2 25 24 8 2 2 26 8 2 10 13 25 3 24 25 6 2 26 10 5 13 13 24 3 5 10 5 24 10 7 25 24 25 26 2 0 26 2 2 26
split_gain=719005 775910 1.09112e+06 553152 646103 566716 695611 572195 559440 352675 338563 301669 904556 554459 416064 560384 708121 575331 335823 276591 261035 252994 237685 276738 215120 228299 191987 187208 182176 380407 174601 166722 288529 148951 135526 131880 121310 633929 96511.1 149089 109362 90011.4 86842.1 67532.5 66446.5 37097.6 29640.3 29575.8 27202.9 26590.3 547.871
threshold=118.05050000000001 883.10000000000014 174.01000000000002 0 553.21400000000006 38.582500000000003 440.02900000000005 1 62.172000000000004 52.69700000000001 144.33250000000004 114.45750000000002 2 3 22.333736000000005 383.96180000000004 160.50600000000003 2022.5000000000002 1468.3681000000001 414.53600000000012 451.48500000000007 456.91750000000008 4 1449.0631000000001 5 6 243.82689999999999 883.10000000000014 2022.5000000000002 11.411000000000003 483.06600000000009 35.941235000000006 120.57000000000001 7 670.0675 156.52200000000002 168.56750000000002 326.45950000000005 8 28.879500000000004 329.28675000000004 9 10 11 2022.5000000000002 205.68850000000006 212.52070000000001 2022.5000000000002 383.96180000000004 5.423635 2022.5000000000002
decision_type=2 2 2 9 2 2 2 1 2 2 2 2 9 1 2 2 2 2 2 2 2 2 9 2 1 9 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 9 1 9 2 2 2 2 2 2 2
left_child=11 3 -3 5 21 6 7 9 -8 -2 -9 18 13 14 15 16 -13 -17 22 31 30 28 24 36 41 44 45 38 29 -5 35 46 -33 -30 -27 -15 42 -38 39 48 43 49 -24 -40 -26 -16 -7 -43 -14 -1 -29
right_child=1 2 -4 4 -6 19 8 10 -10 -11 -12 12 27 20 26 17 -18 -19 -20 -21 -22 -23 23 -25 25 34 -28 50 33 -31 -32 32 -34 -35 -36 -37 37 -39 40 -41 -42 47 -44 -45 -46 -47 -48 -49 -50 -51 -52
leaf_value=-0.20360657735172949 0.49221410706687052 0.16605105301429487 3.2021747417449951 0.097325931096373636 1.5452507140806742 -0.16404057903289798 2.5308532547950744 0.19399076873605903 0.42601400292438008 1.2686569692028895 -0.6716811093417081 1.5444340973695121 0.13427946167891144 0.12019361905895722 0.12493556603141454 2.9003387267772966 0.20628209502532563 0.88323230189661828 1.1083198734566018 -1.2401914517775827 1.1497316692352295 -1.0766120356605167 -0.0021450529432091455 1.1108849646828391 0.75310664401334881 0.090735203471723549 0.88831270134967311 -0.5680867538452149 -0.24109499507011423 1.4919818849563597 1.0116773290634156 1.308808470932767 -0.16223377740383149 0.022929351511251323 -0.63405165892380932 -0.43214406874715067 0.068363504264485786 1.8348474449203127 0.045933945694087472 0.86886583566665654 -0.65393770726521805 0.078608989881432584 -0.021464132611943684 -0.11537260519674786 0.30046193522791709 -0.38920728014575112 -0.62052786769288959 -0.048963390849530698 -0.22781014881134035 0.059081797045330675 -0.63014882983583387
leaf_weight=371 312 29 20 884 28 25 28 253 23 72 55 60 122 367 23 26 116 31 27 23 25 21 46792 22 68 3337 23 25 322 20 20 20 40 601 26 49 623 21 476 28 30 345 46292 553 62 36 33 384 25 43 33
leaf_count=371 312 29 20 884 28 25 28 253 23 72 55 60 122 367 23 26 116 31 27 23 25 21 46792 22 68 3337 23 25 322 20 20 20 40 601 26 49 623 21 476 28 30 345 46292 553 62 36 33 384 25 43 33
internal_value=0 0.157941 1.40529 0.135796 0.0373808 0.340378 0.454527 0.371461 1.58161 0.621609 0.0381673 -0.00426868 0.115261 0.38243 0.703622 0.941561 0.66247 1.80332 -0.00678041 -0.236993 0.152681 0.0147366 -0.00708642 -0.0105446 0.0627332 0.101667 0.113332 -0.0477965 0.0272808 0.128181 0.0990127 -0.0414544 0.328114 -0.0715425 0.0848793 0.0551346 -0.010809 0.125966 -0.0220696 0.189271 -0.0582311 -0.0560966 -0.0117552 -0.0414294 0.498856 -0.188779 -0.423766 0.011256 0.0726996 -0.172164 -0.603398
internal_weight=0 2809 49 2760 1876 884 743 692 51 384 308 100481 2068 776 315 233 176 57 98413 141 461 1848 98386 93750 4636 3493 82 1292 1827 904 436 118 60 923 3363 416 93728 644 1234 175 1059 1143 93084 1029 130 59 58 729 147 414 58
internal_count=103290 2809 49 2760 1876 884 743 692 51 384 308 100481 2068 776 315 233 176 57 98413 141 461 1848 98386 93750 4636 3493 82 1292 1827 904 436 118 60 923 3363 416 93728 644 1234 175 1059 1143 93084 1029 130 59 58 729 147 414 58
cat_boundaries=0 6 7 13 14 20 21 26 27 28 33 34 40
cat_threshold=10518528 16 276889640 0 16 4096 1388 50308 672 8389128 2129920 8192 8192 1555 1343226112 536920064 4098 34742562 67633200 32 672 0 0 0 131072 32 142 65 1074790400 536870912 0 131330 32 1079 33620480 147460 96 33554432 80 4096
is_linear=0
shrinkage=0.01


Tree=214
num_leaves=56
num_cat=13
split_feature=0 2 3 25 24 6 2 5 10 4 8 16 5 6 10 25 24 25 24 2 2 2 25 8 3 11 7 2 5 8 2 5 5 6 25 5 2 24 2 10 4 4 25 0 25 24 25 18 2 2 3 8 26 2 26
split_gain=704629 760479 1.07437e+06 541712 564887 423108 817142 376970 369829 310688 1.04393e+06 892247 309336 508240 503691 232525 243998 667048 1.16385e+06 460915 885713 405099 309211 264467 232272 169610 260308 209661 204569 262096 151128 186106 149660 142001 134713 130337 110348 108645 243486 96455.3 117816 418600 92046.9 83436.9 95821.5 118584 66111.9 92335.7 80421.7 65873.1 44309.3 43496.1 36756.2 24764.3 11246
threshold=118.05050000000001 883.10000000000014 64.738000000000014 0 1 152.16750000000005 472.9221300000001 421.77600000000007 556.40500000000009 449.81750000000005 551.49600000000009 146.27099000000001 254.50300000000001 59.108500000000014 43.311250000000008 2 3 4 5 106.56240000000001 156.31250000000003 1070.9310000000003 6 551.49600000000009 514.39811750000013 119.85550000000002 206.95300000000003 106.56240000000001 234.22 0.8025000000000001 123.28700000000002 275.17750000000007 522.5150000000001 189.19640000000001 7 66.795000000000016 315.17050000000006 8 272.24748000000005 451.48500000000007 208.21944900000003 229.75969200000003 9 11.555000000000001 10 11 12 473.00715000000008 542.8678000000001 130.34875000000002 39.693700000000007 91.13000000000001 2022.5000000000002 5.8589159999999998 2022.5000000000002
decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 9 1 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 9 2 9 1 9 2 2 2 2 2 2 2 2
left_child=9 3 -3 4 12 6 7 -6 25 15 11 32 13 49 -15 16 17 18 54 23 -21 22 33 -19 -24 28 27 -27 34 -30 51 -32 37 -18 -5 43 -14 50 -39 40 42 -42 -37 46 45 -45 47 -17 -48 -2 -11 -7 -20 -46 -1
right_child=1 2 -4 8 5 30 -8 -9 -10 10 -12 -13 36 14 -16 35 21 19 52 20 -22 -23 24 -25 -26 26 -28 -29 29 -31 31 -33 -34 -35 -36 39 -38 38 -40 -41 41 -43 -44 44 53 -47 48 -49 -50 -51 -52 -53 -54 -55 -56
leaf_value=1.6108169188589421 -0.22478298822045326 3.1010460117885046 0.10887215478079659 -0.3163732062742628 0.42359764516751908 -0.24201924942157887 2.2421811389923096 1.7853484662373862 1.2120731819592991 -0.056930094570726959 2.4541875212533135 2.2027099285125731 -0.38913827260335287 1.9162457128365835 -0.20442481585911343 -0.00065547498797088963 0.080001991469450681 0.031218261702512868 -0.10737303745178949 1.654515697628844 0.17967177329677167 1.1985777868543352 -0.04240227845288503 1.1840123262405395 -0.58945653975764412 -0.39027283763676357 -1.1643879181543986 0.75900039997967816 0.92153871446285607 -0.42196399402618412 -0.35317871613935992 0.67332459299187919 -0.7347923525174459 0.46188416656938575 0.037714617446544314 0.10618877104024023 -1.3917533526213273 0.11084278798965087 1.2787921667099 0.69931952873865766 1.5791588654725448 0.018521853483775084 -0.034014512302609982 0.12523946214272025 -0.033701396296400399 0.011856147411060142 -0.020403240206347501 0.52874075297153356 -0.49319113545947602 -0.86642671680450434 -0.52396848058194989 -0.82710930645465852 0.18507506999102508 0.040151234090240004 1.3995164155960083
leaf_weight=53 80 21 28 106 636 27 27 21 26 74 21 20 21 24 21 20283 1782 4007 84 51 202 28 4422 20 79 57 30 22 53 20 33 38 24 103 1451 1052 23 166 20 24 23 68 834 1434 2625 2577 59623 33 36 20 28 24 88 549 48
leaf_count=53 80 21 28 106 636 27 27 21 26 74 21 20 21 24 21 20283 1782 4007 84 51 202 28 4422 20 79 57 30 22 53 20 33 38 24 103 1451 1052 23 166 20 24 23 68 834 1434 2625 2577 59623 33 36 20 28 24 88 549 48
internal_value=0 0.156354 1.39123 0.13443 0.319591 0.435031 0.537192 0.467124 0.0280782 -0.00422609 0.291923 0.155154 -0.169831 0.04404 0.926599 -0.00527016 0.0381608 0.0940748 0.564726 0.0628079 0.476972 -0.00161459 -0.00687947 0.0369436 -0.0518887 0.0105376 -0.371369 -0.0702221 0.0360761 0.553456 -0.10208 0.196217 0.0239 0.100336 0.0118187 -0.0106153 -0.913233 0.0871243 0.224366 0.0691794 0.0615298 0.412969 0.0445728 -0.0124485 0.0201941 0.0526032 -0.0153811 0.000204342 -0.0206851 -0.353112 -0.168607 -0.517356 0.0399301 -0.0208615 1.37433
internal_weight=0 2809 49 2760 995 806 684 657 1765 100481 353 332 189 145 45 100128 10967 4553 273 4280 253 6414 6386 4027 4501 1739 109 79 1630 73 122 71 312 1885 1557 89161 44 288 186 2001 1977 91 1886 87160 7185 4011 79975 20316 59659 100 102 51 172 3174 101
internal_count=103290 2809 49 2760 995 806 684 657 1765 100481 353 332 189 145 45 100128 10967 4553 273 4280 253 6414 6386 4027 4501 1739 109 79 1630 73 122 71 312 1885 1557 89161 44 288 186 2001 1977 91 1886 87160 7185 4011 79975 20316 59659 100 102 51 172 3174 101
cat_boundaries=0 6 7 13 14 19 20 25 29 30 36 42 43 49
cat_threshold=10534912 528 276889640 0 16 4096 2176 1343258880 536920192 4874 36872482 67895346 32 87 0 536870912 0 131328 262176 66 1342177280 16384 4098 36708384 67108864 4 536871040 258 1052674 2318 8717956 32 10518624 65536 8261 4096 124520072 2097156 65632 0 8196 12288 1062 545278596 2428895264 17301520 478157312 8405440 8456
is_linear=0
shrinkage=0.01


Tree=215
num_leaves=50
num_cat=11
split_feature=0 2 24 25 14 1 4 2 25 24 2 1 9 4 5 0 9 3 25 14 24 2 12 5 25 24 2 0 24 4 2 14 25 0 14 4 10 3 4 9 4 2 24 0 2 0 0 16 2
split_gain=822301 2.61062e+06 638891 638482 753378 749428 1.12196e+06 327307 664959 420551 626011 764047 300943 460874 358794 294597 256512 231879 230558 354998 214702 210058 205357 192920 182658 167888 298807 157049 179896 303699 171737 146520 146414 144648 139345 123044 215507 108335 106210 100180 258593 108989 97914.4 85087.1 84456.9 68319.3 40412.9 36472.2 1640.72
threshold=384.83520000000004 883.10000000000014 0 1 38.582500000000003 383.83325000000008 133.78600000000003 98.892500000000013 2 3 749.57248000000016 413.70875000000007 319.79062500000009 208.21944900000003 64.594250000000002 1077.3535000000002 132.33478350000004 1449.0631000000001 4 678.01075000000003 5 883.10000000000014 1078.0535000000002 166.07175000000004 6 7 54.609000000000002 30.063000000000006 8 257.54600000000011 883.10000000000014 43.061500000000009 9 658.11750000000018 356.84390000000002 81.524400000000014 330.97750000000008 76.987500000000011 111.55832500000001 319.79062500000009 326.59750000000003 130.34875000000002 10 6.6497500000000009 352.68673250000012 140.79924000000003 594.30750000000012 16.960000000000004 1439.8675000000001
decision_type=2 2 1 9 2 2 2 2 9 1 2 2 2 2 2 2 2 2 9 2 1 2 2 2 9 1 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=7 2 3 4 5 6 -2 17 9 12 11 16 13 21 -15 20 -11 18 19 25 33 -9 35 -14 39 26 -1 30 44 45 34 37 -27 -5 42 43 -37 46 -22 40 41 -4 -10 -20 47 -30 -26 -29 -32
right_child=1 -3 24 15 -6 -7 -8 8 27 10 -12 -13 23 14 -16 -17 -18 -19 22 -21 38 -23 -24 -25 31 32 -28 28 29 -31 48 -33 -34 -35 -36 36 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50
leaf_value=0.14306214873814621 1.1690430703844343 3.8062644150143581 0.11799131674425942 0.58139247026198948 -0.39682401784261068 0.088447643728817221 3.6369676296234132 0.12761104895766212 0.12938980583375254 0.4317289834381432 1.9342637179743858 1.8397302489810521 0.068126295089721678 0.3448856701767235 1.6094704138266074 1.0111149981362479 -0.3044502471831807 0.79767823484208844 -0.014805172250808893 1.1526703643798828 -0.41907404314611379 -0.79520331382751464 0.89685144653320314 -1.2616991898417473 -0.4775001297135284 -0.3078221277629628 -0.81696591882994685 -0.178608576047879 0.31216728364652202 1.1908644573616258 -0.59132396241892937 -1.0707870318672874 0.024418340665682089 -0.33672303606163373 -0.82818155808882288 0.055606090745567223 0.89608333587646483 0.46878708294459748 0.36530817463284448 0.85672692203521739 -0.90351137774331236 0.96274939309983032 -0.07317183851664609 0.015492136790704481 -0.68627748506409791 -0.0087266371347780886 -0.15582850450939603 0.32388505953550334 -0.48464801697503951
leaf_weight=1847 70 21 56 78 30 34 25 481 303 279 31 36 20 57 37 35 57 36 79958 29 97 26 25 24 69 126 33 52 155 33 46 22 5441 22 22 1921 31 21 21 20 21 21 1000 10485 28 116 90 20 21
leaf_count=1847 70 21 56 78 30 34 25 481 303 279 31 36 20 57 37 35 57 36 79958 29 97 26 25 24 69 126 33 52 155 33 46 22 5441 22 22 1921 31 21 21 20 21 21 1000 10485 28 116 90 20 21
internal_value=0 0.329938 0.230208 0.483912 0.969584 1.36251 1.8185 -0.00172946 0.104054 0.302729 0.555184 0.455186 0.138926 0.199525 0.842648 0.153426 0.306841 -0.00474 -0.00502917 0.0483494 0.0227614 0.0802872 -0.00935127 -0.657233 -0.108178 0.0441139 0.125543 -0.0134865 0.160016 0.276026 -0.063939 -0.286249 0.0163602 0.344916 -0.0389619 -0.00959748 0.0689538 -0.206264 -0.257646 0.195204 0.0801175 0.34838 -0.0256366 -0.0112928 -0.200234 0.17481 -0.295422 -0.039027 -0.557888
internal_weight=0 753 732 412 159 129 95 102776 2844 1048 403 372 645 601 94 253 336 99932 99896 7476 218 507 92420 44 320 7447 1880 1796 404 304 1392 202 5567 100 1325 92395 1952 180 118 118 98 77 1303 90443 100 271 159 72 67
internal_count=103529 753 732 412 159 129 95 102776 2844 1048 403 372 645 601 94 253 336 99932 99896 7476 218 507 92420 44 320 7447 1880 1796 404 304 1392 202 5567 100 1325 92395 1952 180 118 118 98 77 1303 90443 100 271 159 72 67
cat_boundaries=0 1 5 11 12 18 19 23 24 25 29 30
cat_threshold=2674 32768 0 512 33554432 49152 640 276824584 32768 8208 12288 2984 1074823424 180224 4234 137531658 604504096 32 592 32768 0 32 33554432 84 196 0 0 0 131328 577
is_linear=0
shrinkage=0.01


Tree=216
num_leaves=51
num_cat=4
split_feature=2 25 4 16 18 2 2 1 1 13 25 2 1 2 3 2 12 3 13 3 16 14 5 10 3 3 2 2 5 2 21 2 4 6 2 10 4 3 2 25 3 3 25 4 6 2 11 17 26 3
split_gain=621693 1.05544e+06 1.64572e+06 3.94546e+06 573736 394452 495725 745990 495199 376592 299884 237964 213183 314821 206396 194944 221640 149854 321461 215419 167849 167740 144448 362288 134879 385021 205757 300636 128408 117444 105266 96260.9 139773 90169.2 109350 89665.9 85494.1 84236.5 83305.9 69718.5 78413.4 65334.9 63867.9 62163.6 58398 47866.2 40526.1 37690.6 29602.7 21554.9
threshold=114.45750000000002 0 672.57974000000002 65.415000000000006 140.70229500000002 119.76025000000003 364.96250000000003 42.394000000000013 661.33164000000011 403.35000000000008 1 284.91500000000008 10.061400000000001 883.10000000000014 888.10000000000014 31.797350000000005 1078.0535000000002 43.634800000000006 303.39610000000005 670.0675 59.332000000000001 678.01075000000003 89.420000000000016 556.40500000000009 70.38600000000001 104.11725000000001 60.002000000000002 52.962600000000009 1083.8250000000003 440.02900000000005 139.03650000000002 55.44250000000001 184.12550000000002 20.424743000000003 414.53600000000012 155.79400000000004 1085.2750000000003 261.97000000000008 218.51700000000002 2 603.67000000000019 11.827700000000002 3 11.146500000000001 96.060000000000016 22.333736000000005 5.6065500000000013 77.902470000000008 2022.5000000000002 1077.3535000000002
decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2
left_child=10 2 4 -4 5 -2 8 -8 -7 12 15 -6 29 33 22 16 17 20 19 -19 21 -1 36 28 26 -26 27 46 30 37 -24 -27 -33 34 -14 -35 39 42 -39 45 -41 43 -3 -28 48 -12 -17 -22 -31 -16
right_child=1 9 3 -5 11 6 7 -9 -10 -11 14 -13 13 -15 49 24 -18 18 -20 -21 47 -23 23 -25 25 31 41 -29 -30 44 -32 32 -34 35 -36 -37 -38 38 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.053202402816773249 1.4922638261702752 0.11222616919643803 0.006370303992069129 5.6351590061187746 0.081921773619121979 0.11739392306897548 1.2825831716060641 0.21331748122101896 1.719850510597229 -1.1709442717940719 -0.0007630206425002378 -1.1755537087777082 0.10421095820972352 1.2499014494969296 0.86994994544982918 -0.1789895650480367 1.1147399911880493 0.22009443107912366 1.4204999197097052 -0.41293246350045937 -0.30439123779167365 0.97025571727752691 0.069356631913563338 1.3580677509307861 1.3434877135072436 -0.65791421148512097 -0.05228106776873271 -1.3479228578673468 -0.54191274095984066 -0.07680477501510026 0.75076022604237436 -0.27629202206929526 0.68199629493381664 0.42295718035469315 -0.37728568077087404 -0.050797835555943582 0.56268756866455083 -0.031360185742378234 0.79346190662384031 -0.016623012005986468 0.60962701392173768 -0.41471270330490606 -0.085337128578303084 0.48331769558691207 -0.79456548976898189 0.052375621853005774 -0.68290352404117582 0.041886844145946019 -0.33654940530365585 0.45622109637540931
leaf_weight=7328 31 209 33 20 27 539 120 143 20 27 24348 34 299 26 20 79 20 605 21 59 162 20 1587 22 21 27 72 36 34 77 23 45 23 146 56 55 26 24 25 64273 20 31 648 31 20 1822 20 39 102 34
leaf_count=7328 31 209 33 20 27 539 120 143 20 27 24348 34 299 26 20 79 20 605 21 59 162 20 1587 22 21 27 72 36 34 77 23 45 23 146 56 55 26 24 25 64273 20 31 648 31 20 1822 20 39 102 34
internal_value=0 0.15097 0.413002 2.13044 0.317932 0.384932 0.343171 0.701195 0.174727 0.000723419 -0.00331968 -0.618966 0.0194799 0.174375 -0.00859951 0.0529836 0.0633043 0.0607504 0.202372 0.163847 0.0478997 0.0556985 -0.00896261 0.0833067 -0.166906 0.118124 -0.289818 -0.565359 0.0662478 -0.0621029 0.079091 -0.152746 0.0478349 0.124081 0.0282566 0.293323 -0.0106614 -0.0137863 0.389467 -0.0108262 -0.0164256 -0.01222 -0.0368428 0.108919 -0.282077 0.00293546 -0.28079 -0.237203 -0.224816 0.609454
internal_weight=0 2681 967 53 914 853 822 263 559 1714 100848 61 1687 582 92209 8639 8254 8234 685 664 7549 7348 92155 1666 385 116 269 135 1644 1105 1610 95 68 556 355 201 90489 906 49 90463 64293 134 857 103 199 26170 99 201 179 54
internal_count=103529 2681 967 53 914 853 822 263 559 1714 100848 61 1687 582 92209 8639 8254 8234 685 664 7549 7348 92155 1666 385 116 269 135 1644 1105 1610 95 68 556 355 201 90489 906 49 90463 64293 134 857 103 199 26170 99 201 179 54
cat_boundaries=0 6 12 18 24
cat_threshold=49152 128 268435976 32768 8208 12288 1074823424 180224 4234 168984842 67895328 32 616825472 545260034 268501040 67188224 1619018822 4360 66560 131588 8388640 0 0 256
is_linear=0
shrinkage=0.01


Tree=217
num_leaves=63
num_cat=17
split_feature=0 2 24 13 25 0 0 2 25 24 2 1 9 7 8 0 9 25 25 13 13 8 8 0 24 4 2 24 25 18 25 24 26 25 0 25 24 1 8 9 4 7 24 2 24 0 11 10 0 11 9 25 1 0 8 19 26 16 8 13 13 2
split_gain=798376 2.53757e+06 627215 629504 863123 667498 648147 313644 638897 411198 609636 744549 294275 852781 332486 267914 251951 215553 177409 174586 364145 158391 155479 152433 176130 296794 167976 145352 243255 211500 210398 287324 152656 111699 109119 177534 243857 219636 100352 96222.7 253697 117588 90819.2 82445.2 81317.4 130838 77811.3 74497.3 74179.9 72186.3 69259.2 89090 84287.9 67016.4 66684 55857.8 49321.7 35607.7 31650.1 10383.6 2096.57 1600.2
threshold=384.83520000000004 883.10000000000014 0 383.61250000000007 1 468.98000000000008 883.10000000000014 98.892500000000013 2 3 749.57248000000016 413.70875000000007 319.79062500000009 421.77600000000007 380.13250000000005 1077.3535000000002 132.33478350000004 4 5 278.25000000000006 431.15675000000005 198.35000000000005 166.61000000000004 30.063000000000006 6 257.54600000000011 883.10000000000014 7 8 329.60300000000007 9 10 2022.5000000000002 11 51.025000000000013 12 13 180.57000000000002 401.69424000000004 319.79062500000009 326.59750000000003 143.86150000000001 14 352.68673250000012 15 199.57125000000005 912.00000000000011 48.152500000000011 86.604000000000028 6.6668500000000011 22.763000000000002 16 469.21250000000003 140.79924000000003 119.92700000000001 118.65000000000002 2022.5000000000002 16.960000000000004 74.439000000000021 358.32057250000008 619.25400000000013 1439.8675000000001
decision_type=2 2 1 2 9 2 2 2 9 1 2 2 2 2 2 2 2 9 9 2 2 2 2 2 1 2 2 1 9 2 9 1 2 9 2 9 1 2 2 2 2 2 1 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -7 17 9 12 11 16 13 14 -9 22 -11 19 39 27 49 47 -6 26 43 53 38 28 32 -30 31 -29 -1 -32 46 36 37 -36 42 40 41 -4 -10 57 45 -37 50 56 -14 59 52 -52 -19 -26 -38 -46 -20 -25 60 -21 -22 -28
right_child=1 -3 18 -5 15 6 -8 8 23 10 -12 -13 48 -15 -16 -17 -18 34 21 20 58 -23 -24 24 25 -27 61 30 29 -31 33 -33 -34 -35 35 44 54 -39 -40 -41 -42 -43 -44 -45 55 -47 -48 -49 -50 -51 51 -53 -54 -55 -56 -57 -58 -59 -60 -61 -62 -63
leaf_value=0.96540915694891238 2.4455248554774691 3.7524437958853589 0.096381881367076525 -1.1969013363974434 -0.037072217527520719 0.29106968701725278 1.8956873986659906 0.065505471284523151 0.076404768678409452 0.42475660233514712 1.9070283091452813 1.8141874270968967 -0.24203077272935347 1.8986247532708305 1.3779672574400903 1.0002337210518975 -0.3048487330528728 -0.013995817624863814 -0.11016405958287857 1.2476728269328241 -0.1389759604136149 -1.1426913022994996 0.85117753968997434 -0.17755389011823217 0.30834091572223171 1.1767373330665358 -0.58460618143496301 0.40709052504077287 0.051190185210441691 0.90718717073572097 -0.1992613477787275 0.0096823259934809922 0.18782561035156251 -0.015722856054355853 0.27452168336326693 0.050987055107651148 -0.057804429643482695 1.1113132518880509 -0.66593401794433593 0.83894161176681525 -0.89644770486014225 0.96141641443425951 -0.093255183347992252 -0.67913186890738342 -0.035463388494058994 0.51310121972795941 0.55696431577205663 0.37065792131423947 -1.0632267492467709 0.42434102137883506 0.16482113899996761 0.01190949316189132 -0.32019404188791911 -0.0094783804706972223 0.53701694047451021 0.49604481339454654 -0.45956301023433738 0.31894897770881653 0.23203852220015095 0.95852976975617576 -0.25963863796657988 -0.47925570987519761
leaf_weight=51 35 21 55 21 189 71 39 553 514 279 31 36 22 28 20 35 57 80933 85 23 24 20 22 52 155 33 46 267 6181 29 346 543 50 4927 405 447 327 34 25 20 21 22 786 28 1739 71 24 20 22 24 431 2841 90 116 20 20 77 20 22 27 36 21
leaf_count=51 35 21 55 21 189 71 39 553 514 279 31 36 22 28 20 35 57 80933 85 23 24 20 22 52 155 33 46 267 6181 29 346 543 50 4927 405 447 327 34 25 20 21 22 786 28 1739 71 24 20 22 24 431 2841 90 116 20 20 77 20 22 27 36 21
internal_value=0 0.325099 0.226774 0.47816 0.580354 1.16252 0.85998 -0.00170788 0.101844 0.296587 0.546149 0.447423 0.134702 0.194585 0.111316 0.182529 0.300984 -0.00465491 -0.108441 0.0340831 0.36656 -0.28392 0.0555415 -0.0133685 0.157565 0.272375 -0.0630744 0.0299257 0.0634935 0.0550989 -0.00499629 0.144047 0.528173 -0.0281205 -0.0102213 0.0484086 0.17689 0.331773 -0.0383724 0.190669 0.0778241 0.343535 -0.0263039 -0.198814 0.00326693 0.112162 -0.0123523 -0.205149 -0.652629 0.875148 -0.0125144 0.0325917 -0.0143359 0.1723 -0.0228619 -0.0292538 -0.276236 -0.0396364 -0.0924093 1.09154 -0.211374 -0.551586
internal_weight=0 753 732 412 391 145 110 102776 2844 1048 403 372 645 601 573 246 336 99932 320 12550 156 202 211 1796 404 304 1392 12394 6311 6210 6083 810 101 5273 87382 3063 786 439 1325 118 98 77 1300 100 2277 518 84319 182 44 74 84295 3272 81023 271 347 1759 162 72 82 50 60 67
internal_count=103529 753 732 412 391 145 110 102776 2844 1048 403 372 645 601 573 246 336 99932 320 12550 156 202 211 1796 404 304 1392 12394 6311 6210 6083 810 101 5273 87382 3063 786 439 1325 118 98 77 1300 100 2277 518 84319 182 44 74 84295 3272 81023 271 347 1759 162 72 82 50 60 67
cat_boundaries=0 1 5 11 12 18 22 23 24 29 35 36 41 44 45 46 47 52
cat_threshold=2674 32768 0 512 33554432 49152 640 276824584 32768 8208 12288 2984 1141932416 180224 268439690 171159818 604766240 32 32768 0 32 33554432 196 1366 0 0 0 131072 32 1073741824 32768 128 2129922 67108864 32 2056 0 0 0 139520 262176 42205188 0 8454688 1118 835 290 2097160 33554464 576 64 268435456
is_linear=0
shrinkage=0.01


Tree=218
num_leaves=46
num_cat=9
split_feature=0 11 14 25 24 6 6 10 14 25 13 10 25 4 10 1 1 3 4 16 11 1 0 7 24 0 24 0 12 1 14 24 25 0 13 13 10 6 9 4 25 0 4 6 1
split_gain=782486 957662 559581 589815 807877 468072 318008 644702 573545 267455 328318 283049 248847 244776 332071 197404 282436 191648 733819 186977 174227 203796 203534 189352 145407 177686 142093 136674 129310 123109 99649.2 95827.8 136152 168503 94492.5 172249 86721.9 79450.1 78041.8 74801.3 66528.4 92927.7 66035.7 41491.9 5557.7
threshold=384.83520000000004 798.75000000000011 34.877500000000005 0 1 243.82689999999999 53.105500000000006 901.21050000000014 678.01075000000003 2 257.16300000000007 119.05650000000001 3 208.21944900000003 55.302500000000009 511.45025000000004 122.82375000000002 174.76450000000003 26.686800000000002 204.57500000000002 1.5693300000000003 383.83325000000008 30.063000000000006 346.20500000000004 4 1077.3535000000002 5 468.98000000000008 334.36750000000012 352.68673250000012 808.55215250000015 6 7 27.499000000000006 522.5150000000001 358.32057250000008 198.96750000000003 1054.5000000000002 48.376050000000006 606.76150000000018 8 262.14225000000005 137.69150000000005 28.395000000000003 108.75750000000001
decision_type=2 2 2 9 1 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 1 9 2 2 2 2 2 2 2 9 2 2 2 2
left_child=6 2 3 4 15 27 9 8 12 10 20 34 13 19 -15 16 -2 24 -19 -8 21 26 -23 36 44 -26 -1 -6 38 37 31 40 33 -33 35 -12 -22 -14 43 -34 42 -42 -11 -4 -5
right_child=1 -3 28 17 5 -7 7 -9 -10 30 11 -13 29 14 -16 -17 -18 18 -20 -21 23 22 -24 -25 25 -27 -28 -29 -30 -31 -32 32 39 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 -46
leaf_value=0.10357227953792909 0.32452296886593102 2.330969059156335 -0.72650224276951381 -0.25238871880519537 1.7366547408470741 2.6970015545686086 0.11142240603597238 1.87949098777771 1.4563409865697226 -0.069323148145891758 0.001988632495586689 1.6112539863586426 -0.041773731480598444 0.68555725654923783 -0.077156836479559718 0.92326568016639132 -0.82609427422285087 2.1510840873718262 -0.46800205666085953 -0.41780782278033274 -0.23454309771534143 0.22669012305850075 1.1376701018959283 0.80719062137603759 0.056423642512218493 0.76115396810132407 0.0097000848669274616 0.8768759125471115 0.13819705206614274 0.71640652543022532 -0.52172734837783008 0.011448415327381513 -0.011864814664051981 0.11777311379744639 -0.090424976199865337 1.1229055391508957 0.23847439411074617 -0.50592378967686702 -1.1084294758902655 0.44414966583251952 -0.021080662259405188 0.35458967685699466 -0.3700609176409872 -0.090074815034866348 -0.43853345680236816
leaf_weight=2807 64 23 21 81 26 24 2054 20 30 1858 26 22 1250 166 87 26 32 20 23 69 393 105 32 20 213 43 3792 64 26 21 38 15164 44575 1653 32 29 43 38 27 36 28274 66 76 20 20
leaf_count=2807 64 23 21 81 26 24 2054 20 30 1858 26 22 1250 166 87 26 32 20 23 69 393 105 32 20 213 43 3792 64 26 21 38 15164 44575 1653 32 29 43 38 27 36 28274 66 76 20 20
internal_value=0 0.321848 0.258547 0.364987 0.749352 1.33872 -0.00169045 0.0888902 0.0792504 -0.0051064 0.053104 0.597889 0.0680394 0.128719 0.42328 0.138935 -0.0590161 0.116564 0.750178 0.0942218 0.0449212 0.0577272 0.439474 -0.144248 0.0435118 0.168225 0.0498019 1.12526 -0.461623 -0.0427579 -0.00974372 -0.00953262 -0.00235362 0.0218864 0.341636 0.593018 -0.187892 -0.0554676 -0.690965 -0.0114942 -0.0240906 -0.0201986 -0.0807238 -0.41605 -0.263191
internal_weight=0 753 730 636 236 114 102776 3735 3715 99041 7301 109 3685 2376 253 122 96 400 43 2123 7192 6736 137 456 357 256 6599 90 94 1309 91740 91702 61428 16817 87 55 436 1288 68 44611 30274 28340 1934 41 101
internal_count=103529 753 730 636 236 114 102776 3735 3715 99041 7301 109 3685 2376 253 122 96 400 43 2123 7192 6736 137 456 357 256 6599 90 94 1309 91740 91702 61428 16817 87 55 436 1288 68 44611 30274 28340 1934 41 101
cat_boundaries=0 4 5 11 17 18 19 20 26 31
cat_threshold=32768 0 512 33554432 1452 1073774848 180352 138 137527562 67895328 32 44091016 2097680 276857440 33554432 8260 4352 1049 1116 2696 605359616 545260064 268436016 67187200 822101082 4104 1048576 541327362 560 12832 16400
is_linear=0
shrinkage=0.01


Tree=219
num_leaves=46
num_cat=10
split_feature=0 2 24 13 25 5 5 6 10 14 25 13 5 2 0 2 18 4 2 24 2 9 7 25 24 8 8 25 24 2 4 3 13 24 0 25 8 13 9 4 7 3 6 0 13
split_gain=766914 2.48622e+06 608232 614115 831218 687262 411578 311679 631873 562132 262146 321782 942186 262476 258972 243886 383425 436504 211016 639119 267606 250343 212070 173049 170092 155632 152263 148249 162622 146290 144712 114310 281316 232928 119160 249380 100048 97389.1 93967.1 247604 114341 92238.9 86559 31482.9 9718.28
threshold=384.83520000000004 883.10000000000014 0 383.61250000000007 1 392.81250000000006 4.4342985000000015 53.105500000000006 901.21050000000014 678.01075000000003 2 257.16300000000007 52.657000000000004 1070.9310000000003 1077.3535000000002 87.323999999999998 140.70229500000002 208.21944900000003 126.32675000000002 3 2.1650000000000005 5.5890000000000013 243.82689999999999 4 5 198.35000000000005 87.200000000000017 6 7 227.56250000000003 0.30650000000000005 414.53600000000012 53.557967000000005 8 51.025000000000013 9 1117.4100000000001 368.06200000000007 319.79062500000009 326.59750000000003 143.86150000000001 123.21700000000001 606.07650000000001 594.30750000000012 667.23000000000013
decision_type=2 2 1 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 9 1 2 2 9 1 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 -2 10 9 15 11 18 37 31 26 27 17 -17 20 21 30 -20 -21 38 -22 41 -6 28 -9 -18 -1 34 33 -33 36 -36 -12 -13 39 40 -4 43 -29 -25 -39
right_child=1 -3 23 -5 14 -7 -8 8 -10 -11 13 12 -14 -15 -16 16 29 -19 19 22 24 -23 -24 25 -26 -27 -28 42 -30 -31 -32 32 -34 -35 35 -37 -38 44 -40 -41 -42 -43 -44 -45 -46
leaf_value=0.062165501121291628 1.2905217859480116 3.7111157889593218 0.093950637297196826 -1.185667026156471 -0.050625789670344909 2.8926679720197406 -0.00092358287642983837 -0.040602368185238352 1.8606960983276366 1.4417776085535687 -0.011888732193580893 0.54710701697213315 2.4951209958394371 -0.76483906123949141 0.98324313054765977 0.17785900369832117 -0.039913796186447144 0.85655875844403739 0.70995802984237677 -0.085231763834261717 0.0091883150339126581 1.9355433254241945 0.95918193817138675 -0.44086648692547437 -0.37888599158769631 -1.133283067703247 0.74120656839438848 -0.026455717644036984 0.16336950413474302 -1.1329393054008485 -0.11413463936551757 -0.22087003299745461 1.3444298858642578 0.40627562853915633 0.15509880640195714 -0.021293613790672596 -0.6715149605792502 -0.24667851325004334 0.82731011915206909 -0.88733610686801723 0.94695856831290504 0.43677067196369174 -0.35603587341308596 -0.15990619507464734 0.028136442357843575
leaf_weight=5829 90 21 55 21 183 21 34 597 20 30 88094 35 21 46 35 437 24 121 100 262 215 20 21 71 239 20 28 1275 1121 25 506 108 20 111 1319 2019 23 31 20 21 22 20 85 91 22
leaf_count=5829 90 21 55 21 183 21 34 597 20 30 88094 35 21 46 35 437 24 121 100 262 215 20 21 71 239 20 28 1275 1121 25 506 108 20 111 1319 2019 23 31 20 21 22 20 85 91 22
internal_value=0 0.31863 0.221304 0.468875 0.56973 1.14104 0.936416 -0.00167344 0.0880013 0.0784579 -0.00505522 0.0525745 0.591911 -0.00964628 0.179308 0.067359 0.250554 0.325032 0.0444736 0.266796 0.0312764 0.843897 -0.00746724 -0.108699 -0.203249 -0.281996 0.0544515 0.0312317 0.0926651 -0.59758 0.0480838 -0.00926848 0.209143 0.105464 -0.00983926 0.0488081 -0.0120609 0.137735 0.186817 0.0751665 0.337667 -0.203943 -0.046711 -0.283043 -0.132604
internal_weight=0 753 732 412 391 145 124 102776 3735 3715 99041 7301 109 91740 246 3685 607 558 7192 403 6789 120 283 320 454 202 211 3078 1718 49 6335 91694 239 219 91455 3338 88117 88 118 98 77 182 1360 162 53
internal_count=103529 753 732 412 391 145 124 102776 3735 3715 99041 7301 109 91740 246 3685 607 558 7192 403 6789 120 283 320 454 202 211 3078 1718 49 6335 91694 239 219 91455 3338 88117 88 118 98 77 182 1360 162 53
cat_boundaries=0 1 5 11 12 16 17 23 24 25 31
cat_threshold=2674 32768 0 512 33554432 1073774848 180352 138 137527562 67895328 32 1105 32768 0 32 33554432 2468 44336648 2114064 268468832 35684352 68 4096 2248 1700 47449092 512 278987296 64 268435456 4096
is_linear=0
shrinkage=0.01


Tree=220
num_leaves=42
num_cat=10
split_feature=0 2 1 5 3 25 24 6 2 2 0 10 8 24 5 6 25 2 3 0 7 10 25 14 2 24 25 25 6 25 0 3 7 24 0 0 1 14 5 0 2
split_gain=525098 944964 1.59838e+06 438084 778027 298586 455785 377880 355069 317374 317146 205956 204235 191804 169798 165788 441504 964976 431227 376048 527370 227582 170618 311363 153016 155752 535184 298325 151340 136892 173594 122870 98182.3 92478.7 82599.5 52612.6 51268.6 40825.2 40129.8 36223 33686
threshold=52.192250000000008 597.17782000000011 48.83227500000001 343.26000000000005 190.99500000000003 0 1 763.68025000000011 261.97000000000008 180.86900000000003 1438.4900000000002 485.19100000000009 1468.3681000000001 2 139.92300000000003 222.67000000000004 3 218.51700000000002 603.67000000000019 6.6497500000000009 15.873000000000003 48.152500000000011 4 678.01075000000003 414.53600000000012 5 6 7 328.43000000000001 8 1077.3535000000002 1449.0631000000001 288.97500000000008 9 883.10000000000014 316.39255000000009 147.52500000000003 1092.2134000000003 91.722500000000011 228.21400000000003 883.10000000000014
decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 9 2 2 1 9 9 2 9 2 2 2 1 2 2 2 2 2 2 2
left_child=12 5 -3 4 -4 6 8 10 9 14 13 28 15 -8 -2 22 17 21 19 32 -21 38 24 31 25 26 -1 -27 29 34 -31 33 -18 -24 -7 -10 40 -25 -17 -30 -26
right_child=1 2 3 -5 -6 11 7 -9 35 -11 -12 -13 -14 -15 -16 16 18 -19 -20 20 -22 -23 23 37 36 27 -28 -29 39 30 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42
leaf_value=0.013601837947969526 -0.033178046128762087 2.8054560779122744 -0.12658504542182475 -0.63580728558933031 2.3215179824829102 -0.085309511402052479 0.48339743686048958 -1.1174889898300171 -0.69519519281387332 1.1641456332206728 1.5170312042236327 1.0281923365592958 0.77866742943272449 0.18897641770805351 -0.76040859272605488 0.24428757842157928 -0.042157710144639683 2.7088205404281616 -1.3857801891508559 2.1617447113990784 0.050970600226829789 1.2984496855735779 -0.0020351820509007172 0.54383317848731727 -0.086363946391690163 0.4143146872812985 0.27007834699001537 -0.022254466404736741 -0.2397749110062917 0.042053253590067223 0.67573043823242185 0.75100602377028691 0.37813027704915692 -0.022653598941872619 -0.64976694848802352 -1.4205408668518067 -0.78395725154876716 1.131116982460022 -0.22871165434519453 -0.76920560973031193 -0.46764508634000207
leaf_weight=3058 207 34 34 34 21 651 282 20 20 20 20 20 33 1205 38 71 537 20 21 20 29 20 37507 29 62 153 1101 3932 24 2475 44 21 62 51816 27 20 20 20 24 28 37
leaf_count=3058 207 34 34 34 21 651 282 20 20 20 20 20 33 1205 38 71 537 20 21 20 29 20 37507 29 62 153 1101 3932 24 2475 44 21 62 51816 27 20 20 20 24 28 37
internal_value=0 0.09498 0.961106 0.256523 0.808145 0.0740951 0.175871 0.246421 -0.173953 -0.0470961 0.266157 0.01647 -0.00789979 0.249333 -0.145973 -0.00816315 0.134848 0.634488 0.0241783 0.0702445 0.912511 0.328907 -0.00933935 -0.0133803 0.0338298 0.0390094 0.0819831 -0.00493133 0.0102928 0.0189971 0.0529118 -0.0138188 0.00134455 -0.0139986 -0.106221 -1.05787 -0.322156 0.783541 0.124793 -0.524853 -0.228863
internal_weight=0 5224 123 89 55 5101 1832 1527 305 265 1507 3269 98593 1487 245 98560 804 135 669 648 49 115 97756 89393 8363 8244 4159 4085 3249 3197 2519 89344 599 89323 678 40 119 49 95 52 99
internal_count=103817 5224 123 89 55 5101 1832 1527 305 265 1507 3269 98593 1487 245 98560 804 135 669 648 49 115 97756 89393 8363 8244 4159 4085 3249 3197 2519 89344 599 89323 678 40 119 49 95 52 99
cat_boundaries=0 6 7 8 14 20 21 27 32 37 38
cat_threshold=1081348 16384 276889640 33554432 64 4096 2176 18 0 0 512 0 8196 256 1074790400 536887328 154 242426122 1879588912 1056 627 1074790400 16416 130 101785600 268435456 1056 1073741824 0 0 0 32 75497472 2416050337 524544 69210114 8397057 1047
is_linear=0
shrinkage=0.01


Tree=221
num_leaves=45
num_cat=11
split_feature=0 2 16 4 0 3 16 25 24 15 3 9 7 4 16 10 1 24 2 25 24 1 25 5 25 1 5 25 10 4 0 5 25 7 1 1 26 24 24 1 2 2 1 1
split_gain=514772 926131 2.83869e+06 759867 789317 558164 298946 367602 400990 294605 488402 282603 427895 247189 732846 513206 320090 221392 196579 189755 376023 646450 297970 187730 182402 186899 158153 157447 154833 155556 172419 147402 139495 134142 132397 213011 107952 105299 102695 49442.2 12763.2 23889.1 8411.56 19756.8
threshold=52.192250000000008 597.17782000000011 81.991800000000026 4.5710000000000006 367.42525000000006 233.37814 336.36115000000007 0 1 172.50050000000002 75.305437500000011 1.8950000000000002 33.260025000000006 257.54600000000011 336.36115000000007 245.27500000000003 469.21250000000003 2 883.10000000000014 3 4 469.21250000000003 5 421.77600000000007 6 8.5265000000000022 139.92300000000003 7 362.00600000000003 449.81750000000005 297.71250000000003 174.76450000000003 8 79.824400000000011 661.33164000000011 511.45025000000004 2022.5000000000002 9 10 130.14450000000002 1439.8675000000001 1070.9310000000003 884.13250000000005 1439.8675000000001
decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 1 2 9 1 2 9 2 9 2 2 9 2 2 2 2 9 2 2 2 2 1 1 2 2 2 2 2
left_child=13 6 3 4 -3 -5 7 8 11 17 -11 12 -2 18 15 16 24 -10 19 20 21 22 -1 -13 25 -15 -26 38 29 32 -31 33 -9 -8 35 37 -37 -21 -22 -29 41 -20 -36 -44
right_child=1 2 -4 5 -6 -7 31 28 9 10 -12 23 -14 14 -16 -17 -18 -19 40 34 27 -23 -24 -25 26 -27 -28 39 -30 30 -32 -33 -34 -35 42 36 -38 -39 -40 -41 -42 -43 43 -45
leaf_value=0.54635535285586401 0.39236893715957799 -0.067986313819885263 4.2995816798437207 -1.379910391530683 2.7414922008514409 0.51773461311094227 -0.75107247259953758 -0.085327253817698706 -0.33197101333311629 1.8518607767422994 -0.14529213485717773 0.18380591301193014 1.2153427053142238 0.15998660659905775 1.9336916484003481 1.2334104951222737 1.0983648845127651 0.095326729203080718 -0.5708128307711694 -0.00092759832779408004 0.18500942528247832 1.7974577903747559 0.10027096860795817 -0.74393582916259759 -0.0039088320383211458 1.1088269079648532 -0.4801977817643257 -0.11029559768235203 0.7000298176389752 -0.0092923500424339656 1.2880645999908447 -1.1958485168457031 0.052735283340739 0.3687217700481415 -0.49249289233510091 0.15611170652750375 0.93083398437499998 -0.022078225950184122 -0.047357744416174942 -0.41661652190344678 -0.59924725178309846 -0.19674350688332007 -0.15580905928331262 -0.55190532588958741
leaf_weight=158 432 20 21 31 20 31 23 1126 130 24 25 171 74 103 23 39 28 905 31 47488 362 24 1567 25 410 26 84 892 33 21 20 25 2047 20 41 37 35 46676 386 56 35 38 34 20
leaf_count=158 432 20 21 31 20 31 23 1126 130 24 25 171 74 103 23 39 28 905 31 47488 362 24 1567 25 410 26 84 892 33 21 20 25 2047 20 41 37 35 46676 386 56 35 38 34 20
internal_value=0 0.094043 0.951495 0.262183 1.33675 -0.431088 0.0733674 0.0822657 0.197011 0.0745524 0.832905 0.382403 0.512725 -0.00782013 0.177701 0.119168 0.0524164 0.0393701 -0.00917155 -0.00870936 0.0640838 0.166603 0.144878 0.0654715 0.00540752 0.325958 -0.0832128 -0.0419955 0.0184869 0.0115466 0.623565 -0.585242 0.00363842 -0.230238 -0.0113734 -0.0109984 0.532713 -0.0114142 0.0660552 -0.12705 -0.443703 -0.364804 -0.384503 -0.302511
internal_weight=0 5224 123 102 40 62 5101 5033 1786 1084 49 702 506 98593 713 690 651 1035 97880 97776 3445 1749 1725 196 623 129 494 1696 3247 3214 41 68 3173 43 94331 94236 72 94164 748 948 104 69 95 54
internal_count=103817 5224 123 102 40 62 5101 5033 1786 1084 49 702 506 98593 713 690 651 1035 97880 97776 3445 1749 1725 196 623 129 494 1696 3247 3214 41 68 3173 43 94331 94236 72 94164 748 948 104 69 95 54
cat_boundaries=0 6 7 8 14 15 19 25 30 36 37 38
cat_threshold=1081348 16384 276889640 33554432 64 4096 1302 128 0 536870912 4234 140747018 1073741872 32 627 0 536870912 0 131072 0 16896 32 33554432 8192 256 0 0 130 106496 32 75513856 2416050337 525056 69275650 8397057 256 1303 3076
is_linear=0
shrinkage=0.01


Tree=222
num_leaves=39
num_cat=9
split_feature=0 2 16 26 0 3 16 25 24 0 5 14 8 26 6 6 16 25 2 3 10 10 25 14 13 10 2 24 25 25 6 25 3 3 24 1 2 5
split_gain=504469 907712 2.7822e+06 732409 344985 297850 292992 360237 393516 225523 212048 234152 199985 183695 180027 161673 520629 405194 677012 346205 188971 182972 165468 304911 202556 151753 148578 149831 514736 292493 136933 140608 121062 120190 89002.2 50452.6 32164.4 24003.6
threshold=52.192250000000008 597.17782000000011 81.991800000000026 2022.5000000000002 354.51980000000003 242.38250000000002 336.36115000000007 0 1 1077.3535000000002 522.5150000000001 217.21993000000001 1468.3681000000001 2022.5000000000002 183.56850000000003 222.67000000000004 352.21000000000004 2 205.68850000000006 514.39811750000013 485.19100000000009 32.24635 3 678.01075000000003 5.700949500000001 362.00600000000003 414.53600000000012 4 5 6 328.43000000000001 7 39.693700000000007 1449.0631000000001 8 147.52500000000003 883.10000000000014 29.895000000000003
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 1 9 9 2 9 2 2 1 2 2 2
left_child=12 6 3 4 -3 -5 7 8 10 13 11 -2 15 -10 32 22 17 18 21 20 -19 -17 26 33 -25 30 27 28 -1 -29 31 -9 -8 34 -24 36 -28 -32
right_child=1 2 -4 5 -6 -7 14 25 9 -11 -12 -13 -14 -15 -16 16 -18 19 -20 -21 -22 -23 23 24 -26 -27 35 29 -30 -31 37 -33 -34 -35 -36 -37 -38 -39
leaf_value=0.2780191267367853 -0.058421852751840295 0.13046375608444213 4.2565860105696185 -1.2116053822835287 1.8376624113937905 0.30095299140266751 -0.70546422969211242 -0.10813156120281886 0.3945741336156201 1.2082315635681153 -1.036123272123791 1.0229379417782738 0.77059833338766381 0.15518222033955692 -1.2541952949523927 0.11178403832695701 1.7264553232192992 0.066192347244849722 2.27033670380002 -1.1435600823622485 -0.89866246359688906 1.1713997893333434 -0.0020181136448639563 1.3322869801521302 0.033069002514793756 0.69302952188434019 -0.085645643049670803 0.41048162113669462 0.017920930773976048 -0.021798568183300095 -0.71294851091172962 0.054056217534040024 0.35602932421934036 0.74286050705682671 -0.02224528135215318 -0.77554780006408697 -0.45821603001774969 -0.26796599821610884
leaf_weight=994 431 20 21 30 29 23 22 670 604 26 21 21 33 683 25 88 20 608 21 26 21 20 37507 28 21 33 62 153 3165 3932 27 2495 21 21 51816 20 37 22
leaf_count=994 431 20 21 30 29 23 22 670 604 26 21 21 33 683 25 88 20 608 21 26 21 20 37507 28 21 33 62 153 3165 3932 27 2495 21 21 51816 20 37 22
internal_value=0 0.0930975 0.94198 0.259561 1.14085 -0.555212 0.0726284 0.0814377 0.195028 0.283996 -0.0527054 -0.00818169 -0.00774116 0.267531 -0.579389 -0.00800176 0.133223 0.0925798 0.582317 -0.0125707 0.0339794 0.308009 -0.00916328 -0.0131427 0.775479 0.018301 0.0333493 0.0384533 0.0806021 -0.00464504 0.0114301 0.0195518 -0.18706 -0.0135767 -0.0137545 -0.317437 -0.224889 -0.51316
internal_weight=0 5224 123 102 49 53 5101 5033 1786 1313 473 452 98593 1287 68 98560 804 784 129 655 629 108 97756 89393 49 3247 8363 8244 4159 4085 3214 3165 43 89344 89323 119 99 49
internal_count=103817 5224 123 102 49 53 5101 5033 1786 1313 473 452 98593 1287 68 98560 804 784 129 655 629 108 97756 89393 49 3247 8363 8244 4159 4085 3214 3165 43 89344 89323 119 99 49
cat_boundaries=0 6 7 13 19 20 25 30 35 36
cat_threshold=1081348 16384 276889640 33554432 64 4096 2184 0 0 512 0 8196 256 1074790400 536887328 154 242426122 1879588912 1056 627 0 536870912 8 6422794 1073758256 1073741824 0 0 0 32 75497472 2416050337 524544 69210114 8397057 1047
is_linear=0
shrinkage=0.01


Tree=223
num_leaves=54
num_cat=5
split_feature=7 16 13 24 2 9 25 24 1 4 3 2 12 1 5 7 7 2 3 10 2 4 3 2 1 3 16 3 1 25 4 5 7 4 1 2 2 5 8 5 7 25 16 9 2 2 4 4 3 3 3 5 1
split_gain=448022 2.62061e+06 394519 360070 549005 1.36039e+06 302958 406708 488993 1.11352e+06 457681 290769 251112 316890 230277 262792 857315 245205 226968 1.00025e+06 217774 534051 405349 235166 232110 182234 181939 170462 157124 143874 125678 117914 114016 108621 98545.6 96862.8 165989 229189 90646.4 89340.5 105385 88857.5 66953.8 66899.3 52511.8 98701.5 48752.7 48571.7 35026.7 48573.7 35572.8 32585 3240.24
threshold=361.43000000000006 352.21000000000004 383.61250000000007 0 334.93500000000006 4.5710000000000006 1 2 413.70875000000007 6.6462500000000011 39.693700000000007 156.31250000000003 15.585000000000003 226.32900000000004 242.60800000000003 143.86150000000001 165.94800000000004 272.24748000000005 514.39811750000013 80.037750000000017 297.32750000000004 216.15000000000003 285.15000000000003 883.10000000000014 297.63750000000005 472.9221300000001 108.94300000000001 56.599500000000006 469.21250000000003 3 1468.3681000000001 483.06600000000009 183.74925000000002 257.54600000000011 596.10500000000013 440.02900000000005 227.56250000000003 171.08800000000002 50.562550000000009 392.81250000000006 52.69700000000001 4 218.14250000000004 205.46250000000003 28.874500000000001 190.99500000000003 189.80565000000004 174.23250000000002 670.0675 543.52500000000009 888.10000000000014 30.282050000000002 365.02500000000003
decision_type=2 2 2 1 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 25 12 -6 7 14 20 11 -11 34 13 -5 15 29 -17 39 30 44 24 23 -23 -22 26 28 -9 -14 43 42 35 -19 -18 -12 -10 36 41 -38 -31 46 -41 -8 -1 -2 48 -46 -16 51 49 -20 -50 -37 -26
right_child=1 -3 -4 4 5 -7 18 8 9 10 33 -13 27 -15 17 16 32 31 19 -21 21 22 -24 -25 52 -27 -28 -29 -30 38 -32 -33 -34 -35 -36 47 37 -39 -40 40 -42 -43 -44 -45 45 -47 -48 -49 50 -51 -52 -53 -54
leaf_value=-0.0756681117677135 -0.051647813257418185 3.0089713813319352 -0.96820538759231567 -0.045162140028125748 3.1285149727696955 -0.31088007761084518 -0.20302910881418409 0.08170439156323285 2.0335952793850618 -1.3951541192714985 -0.24166255769275485 0.44162568637302946 1.4570447801589967 1.1718962081273396 -0.26224501027001274 2.2194219589233399 0.65376636187235515 -0.4889249647231329 0.081464456475299332 2.4537104365825653 0.3081517958008882 2.0622312914091965 0.23795480637323288 -0.62449044283698585 -0.48018733355734083 -1.0237076623099191 -0.2497606944862534 0.21843427717685701 0.77388120469592869 0.087585148101199176 0.78194171810150159 -1.5253440941934999 -0.13097945774043049 0.7530764219035273 1.2878209021284774 -0.11950442191281933 0.10252134463417599 0.82736089444160454 -0.30760600528409404 -0.1621357838372732 0.67966074967384349 -0.010733130659097811 -0.43545267836102902 -0.55471145868301397 -0.73223582887649541 0.21895490248998006 -0.81201887918555216 -0.69295994758605961 -0.25083361740112309 0.73137242068415109 0.22352773910345033 -0.47812310028076171 -0.62669025531181921
leaf_weight=2148 152 33 32 197 23 23 231 6393 34 26 21 28 25 24 54 22 24 21 23 20 132 29 21 34 36 21 170 20 21 909 20 23 81 23 37 163 342 50 62 58 20 91672 53 32 20 24 23 20 25 23 43 30 26
leaf_count=2148 152 33 32 197 23 23 231 6393 34 26 21 28 25 24 54 22 24 21 23 20 132 29 21 34 36 21 170 20 21 909 20 23 81 23 37 163 342 50 62 58 20 91672 53 32 20 24 23 20 25 23 43 30 26
internal_value=0 0.269146 0.110524 0.174687 0.387668 1.40882 -0.00422761 0.0466352 0.0905513 0.622065 -0.343259 1.30462 0.225652 0.0870071 -0.04138 -0.0215709 0.424475 -0.371853 -0.00999674 0.346744 0.0775532 0.390024 1.29604 0.117129 0.0673655 -0.13071 0.0731185 0.906551 -0.0456084 -0.0394296 -0.0106841 -1.03069 0.048391 0.278315 1.64495 -0.0108555 -0.0103639 0.194975 0.0617159 -0.184828 0.0537095 -0.0112397 -0.0839503 -0.139137 0.0800399 -0.213405 -0.426463 -0.22386 0.193299 0.406418 0.0491302 -0.175248 -0.541624
internal_weight=0 603 570 538 312 46 103214 10508 7010 169 70 99 266 221 3498 3299 127 199 92706 178 6841 216 50 166 6625 226 6563 45 205 3172 92528 44 105 44 71 92508 92295 392 971 155 78 91903 2201 184 158 44 77 213 114 46 68 193 62
internal_count=103817 603 570 538 312 46 103214 10508 7010 169 70 99 266 221 3498 3299 127 199 92706 178 6841 216 50 166 6625 226 6563 45 205 3172 92528 44 105 44 71 92508 92295 392 971 155 78 91903 2201 184 158 44 77 213 114 46 68 193 62
cat_boundaries=0 1 7 8 12 17
cat_threshold=3210 269516800 536887296 4138 172204296 268959776 32 3208 1081344 536887296 40 164096 0 0 0 0 262144
is_linear=0
shrinkage=0.01


Tree=224
num_leaves=42
num_cat=12
split_feature=0 18 17 25 4 0 1 1 24 0 4 16 1 25 4 25 12 4 5 14 13 5 25 24 1 24 0 0 6 25 0 13 1 0 25 25 5 24 24 14 1
split_gain=491200 733540 1.14702e+06 475353 529504 782079 378556 329069 317466 259523 238555 706569 415597 210437 235385 189484 198915 163994 189698 162902 169280 161703 160991 557058 517926 239187 154564 130192 123802 223230 239053 233169 141061 97512.7 80206.1 75773.9 75531.2 54396.8 50641.1 48828.3 9223.43
threshold=52.192250000000008 446.37500000000006 446.37500000000006 0 483.06600000000009 1438.4900000000002 596.10500000000013 285.35875000000004 1 468.98000000000008 257.54600000000011 336.36115000000007 469.21250000000003 2 449.81750000000005 3 166.70600000000002 606.76150000000018 28.005900000000004 678.01075000000003 7.9202500000000011 139.92300000000003 4 5 218.24100000000001 6 507.82280000000009 658.11750000000018 222.67000000000004 7 6.6497500000000009 4.2645000000000008 661.33164000000011 193.54350000000002 8 9 359.92750000000007 10 11 920.44288200000017 1439.8675000000001
decision_type=2 2 2 9 2 2 2 2 1 2 2 2 2 9 2 9 2 2 2 2 2 2 9 1 2 1 2 2 2 9 2 2 2 2 9 9 2 1 1 2 2
left_child=10 2 3 4 5 8 13 -3 -2 33 19 12 15 27 -15 17 21 18 -12 22 39 -17 23 24 25 -1 36 -5 32 31 -31 -30 34 -8 -24 38 -6 -37 -25 -21 -34
right_child=1 7 -4 6 26 -7 9 -9 -10 -11 11 -13 -14 14 -16 16 -18 -19 -20 20 -22 -23 28 35 -26 -27 -28 -29 29 30 -32 -33 40 -35 -36 37 -38 -39 -40 -41 -42
leaf_value=0.55125177218470467 -0.11755018938851508 -0.35010689926147465 1.9607066969438032 -0.088573280102249449 0.06398942993533227 2.2611192884899323 0.8603082866668702 -2.1641331686973575 0.38931564648972233 1.7617072348594667 0.57312234483916191 1.8988535590793776 1.248706880384876 0.053193408331757425 0.69575043760497002 0.018403913252944246 0.71812801102229529 1.2725041634695871 -0.53610588810273574 1.1467829109373546 -0.24084470351537068 -0.4515341341630979 0.010703728872785812 -0.081459379009172023 1.7941855575924828 0.13658505960054376 -1.2841300604343413 -0.60866235998960638 0.34396958053752941 -0.019526950485946597 0.80230912515991626 1.534164780139923 -0.32660862706428356 -0.127176815032959 -0.015502847751684713 0.080812179307292273 -0.71274827480316161 -0.097152473851279675 -0.36839337348937989 0.52226221023067354 -0.55606363990090113
leaf_weight=162 148 20 33 647 31 21 20 20 751 20 58 23 31 3342 58 436 35 21 21 21 24 88 13632 143 21 876 20 52 93 516 38 20 86 20 81324 256 21 481 134 31 22
leaf_count=162 148 20 33 647 31 21 20 20 751 20 58 23 31 3342 58 436 35 21 21 21 24 88 13632 143 21 876 20 52 93 516 38 20 86 20 81324 256 21 481 134 31 22
internal_value=0 0.091883 0.102292 0.090386 0.285941 0.353456 0.0429516 -1.25712 0.308895 0.831613 -0.00762053 0.174632 0.117158 0.0315122 0.0639665 0.0639287 -0.0115579 0.442777 0.278264 -0.00894814 0.453846 -0.060517 -0.00930776 0.0776715 0.237145 0.207928 -0.537037 -0.125469 -0.0111982 0.124564 0.0361912 0.509532 -0.0121519 0.366566 -0.0117411 -0.0895681 -0.249693 -0.0350814 -0.228265 0.774472 -0.373349
internal_weight=0 5224 5184 5151 992 920 4159 40 899 60 98593 713 690 4099 3400 659 559 100 79 97880 76 524 97804 2073 1059 1038 72 699 95731 667 554 113 95064 40 94956 1014 52 737 277 52 108
internal_count=103817 5224 5184 5151 992 920 4159 40 899 60 98593 713 690 4099 3400 659 559 100 79 97880 76 524 97804 2073 1059 1038 72 699 95731 667 554 113 95064 40 94956 1014 52 737 277 52 108
cat_boundaries=0 3 4 9 14 20 21 22 28 34 38 39 40
cat_threshold=1081344 0 276889608 2176 75497472 2952921249 524544 69210114 8397057 0 16896 32 33554432 8192 0 536870912 4106 138551562 48 32 1139 64 0 0 512 0 8192 256 1418723840 4210720 404 372343296 1955087362 1032 0 536870912 0 131074 516 2432
is_linear=0
shrinkage=0.01


Tree=225
num_leaves=30
num_cat=7
split_feature=11 10 25 0 10 1 6 9 5 1 0 0 26 8 25 0 0 24 0 25 25 4 11 5 24 5 1 25 5
split_gain=754714 1.94131e+06 531820 914951 599403 604102 358755 485120 353413 305492 662851 1.04028e+06 246471 764716 322978 187615 187828 271690 1.16205e+06 267387 193259 185210 133642 112773 330320 247867 100554 80987.5 63876.2
threshold=1092.2834 130.02000000000001 0 883.10000000000014 30.641000000000002 51.884800000000006 665.85000000000014 60.223000000000006 77.005700000000019 469.21250000000003 594.30750000000012 60.451000000000001 2022.5000000000002 239.43773250000004 1 1438.4900000000002 28.148500000000002 2 29.590250000000001 3 4 371.41875000000005 354.32250000000005 392.81250000000006 5 483.06600000000009 1439.8675000000001 6 1083.8250000000003
decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 9 9 2 2 2 1 2 2 9 2
left_child=2 -2 3 6 5 -5 9 8 -8 12 11 -11 13 -1 -14 16 23 18 -18 -20 22 -22 -19 26 28 -26 27 -4 -25
right_child=1 -3 15 4 -6 -7 7 -9 -10 10 -12 -13 14 -15 -16 -17 17 20 19 -21 21 -23 -24 24 25 -27 -28 -29 -30
leaf_value=0.096299386583307903 -0.19780201080517892 3.5734072871435258 0.011331021324938033 2.4459423817815007 -0.17436088708730843 0.43370037918090826 0.58660053253173827 -0.22937261538072065 2.2464929360928743 -0.12519924079670625 -1.2203754098074777 1.4303020573210443 0.40194134035589979 1.3952303235168042 -0.035628409380199982 -0.83913091730188438 2.2495865334846354 0.071770649498871922 0.42629953395455111 0.04124812990171569 -0.052599515849373613 0.78014618979284056 0.70288907296517322 -0.31713663450876872 1.2523858223205957 0.28007406592369083 0.69940761947631847 -0.013972322983108283 0.27336857339610221
leaf_weight=3084 39 21 15191 37 26 25 29 33 23 85 21 87 169 46 2921 27 27 2547 238 690 2469 27 34 90 39 80 20 75445 23
leaf_count=3084 39 21 15191 37 26 25 29 33 23 85 21 87 169 46 2921 27 27 2547 238 690 2469 27 34 90 39 80 20 75445 23
internal_value=0 1.12212 0.000253939 0.08714 1.1001 1.63455 0.0735559 0.718958 1.32078 0.0650016 0.456821 0.661595 0.0528438 0.115389 -0.0105111 -0.00565699 -0.00542538 0.0486122 0.202419 0.145039 0.0192439 -0.0434175 0.0797754 -0.00901171 0.211182 0.552318 -0.00957521 -0.00973166 -0.180933
internal_weight=0 60 103533 6586 88 62 6498 85 52 6413 193 172 6220 3130 3090 96947 96920 6032 955 928 5077 2496 2581 90888 232 119 90656 90636 113
internal_count=103593 60 103533 6586 88 62 6498 85 52 6413 193 172 6220 3130 3090 96947 96920 6032 955 928 5077 2496 2581 90888 232 119 90656 90636 113
cat_boundaries=0 5 10 11 16 22 23 29
cat_threshold=1081344 16384 4610 5374216 32 0 0 4096 1048832 32 1026 2359296 512 276824160 0 64 12650120 2153775636 270598176 2098176 8397376 12288 2206 805306880 2420277888 16777224 100769826 1686118548 1032
is_linear=0
shrinkage=0.01


Tree=226
num_leaves=23
num_cat=3
split_feature=11 10 25 0 10 1 6 9 3 26 8 0 4 14 1 1 1 0 0 25 4 25
split_gain=739694 1.90267e+06 520890 896160 587475 592081 351364 475466 337109 323102 750711 1.29591e+06 340684 714335 478840 285798 190281 183665 177820 250793 173943 90847.6
threshold=1092.2834 130.02000000000001 0 883.10000000000014 30.641000000000002 51.884800000000006 665.85000000000014 60.223000000000006 1449.0631000000001 2022.5000000000002 239.43773250000004 74.41500000000002 672.57974000000002 36.721200000000003 884.13250000000005 469.21250000000003 1439.8675000000001 1438.4900000000002 27.499000000000006 1 4.402000000000001 2
decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9
left_child=2 -2 3 6 5 -5 9 20 16 10 15 -12 14 -14 -11 -1 17 18 21 -20 -8 -4
right_child=1 -3 8 4 -6 -7 7 -9 -10 12 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.098719093656881737 -0.19582398439065002 3.5376732263110933 0.015208223719167309 2.42148293830253 -0.17261728286743164 0.42936337375640871 0.72921086934896617 -0.2270788917758248 1.2049429897640063 -0.032728782063177218 0.10465147396070616 3.2468811543782552 1.6196040399869285 -0.66758691202510489 1.3568589294433593 0.67675246352499185 0.84951041221618651 -0.83073959774441197 0.095868380587208354 -0.035570185926293289 1.8859408136514517 -0.013451951153233537
leaf_weight=3056 39 21 12883 37 26 25 26 33 23 3071 35 21 36 22 25 88 26 27 3823 2333 26 77891
leaf_count=3056 39 21 12883 37 26 25 26 33 23 3071 35 21 36 22 25 88 26 27 3823 2333 26 77891
internal_value=0 1.1109 0.000252202 0.0866542 1.0891 1.61821 0.0730886 0.711769 -0.00556967 0.0645447 0.13534 1.28299 -0.00728275 0.752049 -0.021508 0.114898 -0.00585733 -0.0060867 -0.00585699 0.0461538 1.30758 -0.00938419
internal_weight=0 60 103533 6527 88 62 6439 85 97006 6354 3200 56 3154 58 3096 3144 96983 96957 96930 6156 52 90774
internal_count=103593 60 103533 6527 88 62 6439 85 97006 6354 3200 56 3154 58 3096 3144 96983 96957 96930 6156 52 90774
cat_boundaries=0 5 11 17
cat_threshold=1081344 16384 4610 5373960 32 115672704 541065746 278986856 1024 268443712 12288 805306880 2420277376 16777344 102867234 1946165380 1032
is_linear=0
shrinkage=0.01


Tree=227
num_leaves=28
num_cat=4
split_feature=11 10 25 0 2 18 6 2 1 0 6 1 0 0 25 24 0 0 2 11 5 24 5 2 1 4 5
split_gain=724975 1.86481e+06 510523 878327 906847 351011 522177 908415 375549 603663 309305 210818 180236 181556 224206 316982 356516 221276 171434 137089 119525 317808 257207 105283 87051.1 86049.4 61516.4
threshold=1092.2834 130.02000000000001 0 883.10000000000014 364.96250000000003 566.68875000000014 665.85000000000014 25.523750000000003 469.21250000000003 60.451000000000001 25.181000000000001 383.83325000000008 1438.4900000000002 7.7340000000000009 1 2 28.148500000000002 538.27200000000016 512.13625000000013 285.35875000000004 392.81250000000006 3 483.06600000000009 1070.9310000000003 1439.8675000000001 39.048750000000005 1083.8250000000003
decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 1 2 2 2 2 2
left_child=2 -2 3 5 10 6 8 25 11 -10 -5 -1 13 20 15 16 -15 -17 19 -16 23 26 -23 24 -4 -8 -22
right_child=1 -3 12 4 -6 -7 7 -9 9 -11 -12 -13 -14 14 18 17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28
leaf_value=0.059033953053869111 -0.19386574745178223 3.5022965903509231 -0.011241884657692327 1.0257756731726908 2.9500347805023193 -1.0448524882112231 -0.53762720582277879 2.0015862226486205 -0.12577648616972423 1.0115726426896594 -0.38551374197006227 -0.5685546713846702 -0.8224322057653356 0.027321380518815098 0.0083590152122859345 0.051694219055740398 0.6263916668482904 0.86528139731463272 -0.78668912251790357 0.53349088071584705 -0.31137262015507139 1.2763909410175525 0.27720682466030122 0.47274006334940594 0.63267631212870279 0.35924239826202398 0.27015239632647969
leaf_weight=6087 39 21 85528 44 20 28 23 38 84 105 24 54 27 170 8646 1991 239 34 27 50 87 38 80 45 21 20 23
leaf_count=6087 39 21 85528 44 20 28 23 38 84 105 24 54 27 170 8646 1991 239 34 27 50 87 38 80 45 21 20 23
internal_value=0 1.09979 0.00024974 0.0857877 1.07821 0.0723577 0.0772371 0.875058 0.0670281 0.506084 0.527674 0.0535153 -0.00551391 -0.00528704 0.0326612 0.117306 0.368382 0.0650333 0.00889797 0.0113784 -0.0102204 0.218436 0.552183 -0.0108295 -0.0110838 -0.120479 -0.173966
internal_weight=0 60 103533 6527 88 6439 6411 81 6330 189 68 6141 97006 96979 11157 2434 409 2025 8723 8696 85822 228 118 85594 85549 43 110
internal_count=103593 60 103533 6527 88 6439 6411 81 6330 189 68 6141 97006 96979 11157 2434 409 2025 8723 8696 85822 228 118 85594 85549 43 110
cat_boundaries=0 5 11 12 13
cat_threshold=1081344 16384 4610 5373960 32 71303168 522 268501096 1024 64 4096 1026 2206
is_linear=0
shrinkage=0.01


Tree=228
num_leaves=28
num_cat=2
split_feature=11 10 0 24 9 0 26 6 6 3 1 3 1 6 3 0 26 0 24 26 3 3 4 4 1 0 6
split_gain=710548 1.8277e+06 431964 517347 925626 413261 401543 1.11403e+06 380667 368390 333020 331499 318533 260107 867592 258245 213840 142664 218752 207157 165915 132995 124505 110890 81126.3 63521.7 38706.1
threshold=1092.2834 130.02000000000001 252.70150000000004 0 553.21400000000006 883.10000000000014 2022.5000000000002 235.90250000000003 521.79500000000019 1449.0631000000001 661.33164000000011 117.54253850000002 413.70875000000007 877.0150000000001 108.75750000000001 273.37500000000006 2022.5000000000002 25.145000000000007 1 2022.5000000000002 439.62900000000008 670.0675 547.82000000000005 12.380250000000002 49.853800000000007 1438.4900000000002 1424.6500000000003
decision_type=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
left_child=2 -2 9 8 5 6 7 -5 10 13 15 25 -8 17 16 -4 -15 21 19 -19 -20 22 -1 -17 -23 -7 -18
right_child=1 -3 3 4 -6 11 12 -9 -10 -11 -12 -13 -14 14 -16 23 26 18 20 -21 -22 24 -24 -25 -26 -27 -28
leaf_value=-0.0061640666803279088 -0.19192709629352275 3.4672735295976911 0.76168843023238642 0.26835349319072871 2.0784581371833539 0.35682874000678633 0.034748866185425359 2.6370994481586276 -1.3099119058609008 0.96967724433312041 1.1302903109011444 1.8704833761850992 -0.93547265592374307 0.80749914447466542 2.2114021525175676 -0.31963434620288456 -0.50227202666433235 0.19271113869662071 -0.013856670061750466 0.023464616231074726 0.69824565121621807 -0.20094469301908921 0.24175414755279798 0.073226043773147301 -0.8260747344677265 0.93521205152784082 0.041224965095520025
leaf_weight=95007 39 21 31 364 29 59 309 21 25 39 23 24 38 24 23 223 38 1435 3844 1458 33 103 203 106 26 28 20
leaf_count=95007 39 21 31 364 29 59 309 21 25 39 23 24 38 24 23 223 38 1435 3844 1458 33 103 203 106 26 28 20
internal_value=0 1.08879 0.000247243 0.182812 0.318203 0.261423 0.175204 0.397558 -0.111615 -0.0020381 -0.036312 0.830004 -0.0715002 -0.00240886 0.495051 -0.110845 0.0136359 -0.00292041 0.0414371 0.107045 -0.00777539 -0.00607022 -0.00563547 -0.193059 -0.32694 0.542975 -0.314859
internal_weight=0 60 103533 1280 872 843 732 385 408 102253 383 111 347 102214 105 360 82 102109 6770 2893 3877 95339 95210 329 129 87 58
internal_count=103593 60 103533 1280 872 843 732 385 408 102253 383 111 347 102214 105 360 82 102109 6770 2893 3877 95339 95210 329 129 87 58
cat_boundaries=0 1 2
cat_threshold=1161 1318
is_linear=0
shrinkage=0.01


Tree=229
num_leaves=31
num_cat=6
split_feature=11 10 25 0 2 18 6 2 6 26 8 4 0 0 25 24 25 8 2 4 5 24 5 2 26 4 25 5 26 2
split_gain=696408 1.79133e+06 496805 850152 888013 343066 505474 886488 303927 288970 730884 291406 180006 175295 221781 192755 290615 183867 136290 134658 116959 311753 251910 103258 790382 83841.8 76904.7 60150.8 41293.5 16381.4
threshold=1092.2834 130.02000000000001 0 883.10000000000014 364.96250000000003 566.68875000000014 665.85000000000014 25.523750000000003 25.181000000000001 2022.5000000000002 239.43773250000004 672.57974000000002 1438.4900000000002 7.7340000000000009 1 2 3 119.92700000000001 233.37814 371.41875000000005 392.81250000000006 4 483.06600000000009 1070.9310000000003 2022.5000000000002 39.048750000000005 5 1083.8250000000003 2022.5000000000002 440.02900000000005
decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 2 1 2 2 2 2 9 2 2 2
left_child=2 -2 3 5 8 6 9 25 28 10 -1 -11 13 20 15 16 -15 -17 19 -16 23 27 -23 26 -25 -8 -4 -22 -5 -20
right_child=1 -3 12 4 -6 -7 7 -9 -10 11 -12 -13 -14 14 18 17 -18 -19 29 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.11284509929873371 -0.19000782159658577 3.4326007979256765 0.0073497674686778735 1.2896204988161721 2.9132867412567141 -1.0330805260794502 -0.53401709971220601 1.9740433243701332 -0.38900145014127097 -0.015147451464142517 1.2654063299298286 0.71275877271379739 -0.82183778692174847 0.034336972408579108 -0.022193579680447887 0.032032963835616594 0.35663134263207519 0.3200545549831349 -0.36920766500326302 0.72896824280420947 -0.30840733730930026 1.2634178799077085 0.27457612001895904 1.9499570999145508 -0.71714655418395989 0.35127291440963748 -0.015836130204262767 0.26662670881851858 0.67437782669067392 -0.73150757948557543
leaf_weight=3144 39 21 18157 24 20 28 23 38 24 3074 56 56 27 604 4249 5472 527 231 26 24 87 38 80 20 25 20 67392 23 20 24
leaf_count=3144 39 21 18157 24 20 28 23 38 24 3074 56 56 27 604 4249 5472 527 231 26 24 87 38 80 20 25 20 67392 23 20 24
internal_value=0 1.07791 0.00024477 0.0846256 1.061 0.0714132 0.076237 0.861194 0.516212 0.0661926 0.133015 -0.00212421 -0.00544091 -0.00521418 0.032074 0.0674768 0.186322 0.0436228 -0.0239928 -0.0179746 -0.0100617 0.216127 0.546687 -0.0106642 0.468233 -0.122254 -0.0109161 -0.172492 1.00996 -0.543112
internal_weight=0 60 103533 6527 88 6439 6411 81 68 6330 3200 3130 97006 96979 11157 6834 1131 5703 4323 4273 85822 228 118 85594 45 43 85549 110 44 50
internal_count=103593 60 103533 6527 88 6439 6411 81 68 6330 3200 3130 97006 96979 11157 6834 1131 5703 4323 4273 85822 228 118 85594 45 43 85549 110 44 50
cat_boundaries=0 5 11 12 18 19 25
cat_threshold=1081344 16384 4610 5373960 32 115607168 541065738 278986856 1024 8260 12288 1026 41944576 0 2162688 0 8196 12288 2206 805306880 2428666368 16777224 234987810 1954553988 1288
is_linear=0
shrinkage=0.01


Tree=230
num_leaves=32
num_cat=8
split_feature=22 22 25 4 5 3 2 24 2 1 7 3 24 1 12 25 4 2 1 25 3 24 5 2 2 26 7 24 4 25 4
split_gain=649414 650107 584105 607432 743740 563666 394500 708175 3.11439e+06 3.2544e+06 545784 459566 318282 297349 262527 290067 224779 210752 169575 257319 258300 353133 237910 222694 211724 814690 165618 157655 96426.8 84496.7 17195
threshold=521.77697000000012 674.74319250000019 0 1085.2750000000003 8.3370000000000015 1449.0631000000001 23.046000000000003 1 58.710000000000001 7.1670000000000007 522.5150000000001 11.827700000000002 2 542.71780000000012 671.11374000000012 3 201.55000000000004 27.535980000000006 31.604000000000003 4 117.54253850000002 5 1083.8250000000003 440.02900000000005 749.57248000000016 2022.5000000000002 303.79500000000007 6 371.41875000000005 7 1468.3681000000001
decision_type=2 2 9 2 2 2 2 1 2 2 2 2 1 2 2 9 2 2 2 9 2 1 2 2 2 2 2 1 2 9 2
left_child=2 -2 5 18 30 6 12 8 9 -8 17 -10 13 28 15 -14 -12 -9 22 20 27 -22 24 26 29 -26 -21 -20 -1 -4 -5
right_child=1 -3 3 4 -6 -7 7 10 11 -11 16 -13 14 -15 -16 -17 -18 -19 19 23 21 -23 -24 -25 25 -27 -28 -29 -30 -31 -32
leaf_value=-0.13166788514938102 2.4301440408013084 -0.029688804263160343 0.0092617250788396138 0.45673361006237218 2.565401370048523 1.785072169303894 5.6441198110580446 0.88797672436155128 0.62767261949557696 0.5831577978973036 0.45376440502348403 -0.36572925592871275 0.38085660695282275 0.97999576687812806 1.1475638922055562 0.059132900547503933 1.8847347095738287 0.017183664986824693 0.12927868289369726 -0.052165098668599863 0.5935971910552641 0.015137011823329058 0.82693150828866391 -0.89661385136265903 1.7607172110772902 -0.36593812798344816 0.86329702091217042 -0.0022282976135591624 -0.81819524674188526 -0.014851642165135046 0.064909184773763021
leaf_weight=794 22 21 18047 21 20 20 24 29 103 27 21 85 309 24 24 2425 23 668 1785 1659 216 210 34 31 31 43 20 1861 21 74523 24
leaf_count=794 22 21 18047 21 20 20 24 29 103 27 21 85 309 24 24 2425 23 668 1785 1659 216 210 34 31 31 43 20 1861 21 74523 24
internal_value=0 1.22883 -0.000354791 -0.00550039 0.960881 0.109701 0.10262 0.280485 0.742038 2.96479 0.119984 0.178528 0.0541609 -0.115673 0.105861 0.0971038 1.20177 0.0534147 -0.00613892 0.0464023 0.0895074 0.32273 -0.00941686 -0.0564366 -0.0097238 0.524958 -0.0412602 0.062503 -0.149358 -0.0101512 0.247761
internal_weight=0 43 103122 98525 65 4597 4577 980 239 51 741 188 3597 839 2758 2734 44 697 98460 5782 4072 426 92678 1710 92644 74 1679 3646 815 92570 45
internal_count=103165 43 103122 98525 65 4597 4577 980 239 51 741 188 3597 839 2758 2734 44 697 98460 5782 4072 426 92678 1710 92644 74 1679 3646 815 92570 45
cat_boundaries=0 5 6 7 12 18 19 20 26
cat_threshold=1081344 536870914 4096 141688840 262176 1038 392 0 536870912 0 134348800 32 111433224 2114068 278987424 16777218 276832324 12288 119 1621 536871684 2147631648 285213008 302035488 1611162640 1320
is_linear=0
shrinkage=0.01


Tree=231
num_leaves=51
num_cat=10
split_feature=0 4 25 25 24 2 2 12 25 14 13 12 6 11 1 24 8 6 2 2 26 2 26 1 5 25 6 24 26 26 14 24 4 24 25 8 1 6 5 1 2 0 23 23 1 1 1 11 1 2
split_gain=778918 1.53778e+06 556356 367300 517272 828861 3.9879e+06 666591 647506 383626 361509 454551 558846 514998 317047 193761 436701 193182 190181 323788 533498 182646 479806 445461 130955 212844 312403 133517 123664 112424 112095 108826 300140 107809 212987 284572 123417 105522 95680.5 91040.8 87845.8 86879.6 61102.6 114405 57836.1 52749.8 38255.9 23063.2 20514.7 18290.4
threshold=262.14225000000005 891.77550000000008 0 1 2 23.812550000000002 58.710000000000001 422.87500000000006 3 678.01075000000003 383.61250000000007 283.49220000000008 606.07650000000001 11.327 315.7462000000001 4 87.200000000000017 328.43000000000001 542.8678000000001 315.17050000000006 2022.5000000000002 749.57248000000016 2022.5000000000002 5.6990000000000007 66.795000000000016 5 521.79500000000019 6 2022.5000000000002 2022.5000000000002 245.84250000000003 7 160.239 8 9 678.89998000000014 122.82375000000002 15.100500000000002 39.280380000000001 205.14500000000004 44.716000000000008 1077.3535000000002 76.950000000000003 199.87500000000003 596.10500000000013 28.772400000000001 4.402000000000001 4.0269500000000003 0.45700000000000007 26.686800000000002
decision_type=2 2 9 9 1 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 1 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 7 -7 8 29 18 11 12 13 -2 28 16 37 -10 19 30 -21 24 23 -23 33 26 27 -26 -8 -1 -6 32 -27 42 36 -36 -35 40 41 -33 -4 45 44 -44 -5 -17 -20 49 -24 -40
right_child=1 -3 15 21 9 6 14 -9 17 -11 -12 -13 -14 -15 -16 38 -18 -19 46 20 -22 22 48 -25 25 31 -28 -29 -30 -31 -32 39 -34 34 35 -37 -38 -39 47 -41 -42 -43 43 -45 -46 -47 -48 -49 -50 -51
leaf_value=0.99726598215103157 0.52831085357498209 2.4886887566248577 0.080709742402737858 -0.021273672615999897 -0.011859529296208544 3.7185541091821133 0.37257523218790689 1.7987436691919962 0.032571249830709623 1.3411031105404809 -0.49907579293122162 1.7185096251169842 2.0372949722834996 -0.39716316268868646 1.3273683319091796 -0.081351728379726415 1.4559436181875376 -0.91583180590109392 -0.3515942694689777 1.6425536238762641 -0.17130214123164905 1.9604271330152239 -0.073586411211225722 0.0063969242572784425 0.24965600336647498 0.015109548853263597 1.0770215505712173 0.052956053951460753 -0.24629877635023811 0.45647443333187621 -0.51209848476492836 -0.09109991101402036 1.1925620377063753 0.030995346287171512 -0.010654233772911694 1.1824547152519227 0.20701810917342353 -0.46527106613231206 -0.54917888706380669 -0.61324856567382813 0.66953269608815524 -0.52668531841701938 0.80765010566711426 -0.13979003172654372 -0.35183488072089431 0.21945607058413619 -0.85212656607994663 -0.72533946203148891 -0.47303433513641358 -0.15383073997497559
leaf_weight=80 341 30 163 39593 1710 39 51 24 904 21 37 30 21 73 20 240 26 22 37 31 34 28 36 20 477 221 34 1249 88 74 46 727 24 12000 43754 20 412 30 22 35 30 36 25 26 53 77 26 23 20 25
leaf_count=80 341 30 163 39593 1710 39 51 24 904 21 37 30 21 73 20 240 26 22 37 31 34 28 36 20 477 221 34 1249 88 74 46 727 24 12000 43754 20 412 30 22 35 30 36 25 26 53 77 26 23 20 25
internal_value=0 0.253019 0.19589 -0.0028288 0.102326 0.255278 0.85302 0.150386 0.113756 -0.00299872 0.443425 0.527956 0.445849 0.365123 0.150154 0.00431172 0.22061 0.00993174 -0.0179967 0.000691139 0.693768 -0.00625339 0.412597 1.14625 -0.00669558 0.0611277 0.127047 0.10907 -0.0192299 0.692441 -0.0249637 -0.054801 0.125336 -0.00865283 0.000261929 -0.0101068 0.0368085 0.0864733 -0.125167 -0.113592 0.172237 -0.0611529 -0.0212652 0.324641 -0.0217156 -0.00828485 -0.558163 -0.465864 -0.216246 -0.338887
internal_weight=0 1204 1174 101961 3207 1302 198 1104 1080 1905 502 465 435 414 159 672 249 926 1884 1821 65 98754 104 48 98650 2767 1760 1726 139 154 1756 1007 245 95883 56186 43774 12412 223 423 762 193 353 39697 51 39646 317 63 70 56 47
internal_count=103165 1204 1174 101961 3207 1302 198 1104 1080 1905 502 465 435 414 159 672 249 926 1884 1821 65 98754 104 48 98650 2767 1760 1726 139 154 1756 1007 245 95883 56186 43774 12412 223 423 762 193 353 39697 51 39646 317 63 70 56 47
cat_boundaries=0 5 10 11 16 17 23 24 25 26 32
cat_threshold=9486336 0 512 33554432 64 32768 536870912 4096 141688872 262176 1102 0 536870912 0 131072 32 2640 9782912 147488 2130656 2 8260 12544 336 770 2760 605029892 180770 268960114 302002690 285213776 1056
is_linear=0
shrinkage=0.01


Tree=232
num_leaves=51
num_cat=6
split_feature=0 17 25 6 25 3 0 26 3 0 16 12 0 6 9 12 9 9 3 6 3 25 14 6 6 9 25 0 8 3 3 5 6 25 7 7 4 16 5 6 18 0 25 17 5 12 0 13 16 26
split_gain=763416 1.65166e+06 549265 571589 359989 289666 286742 333494 299808 268986 264541 360295 459800 167893 172202 232018 166536 160589 148039 313502 236996 165573 145135 141177 182283 119388 109524 136770 112410 191714 151073 143295 132325 96983.4 94685.4 220313 81623.1 79248.9 91950.5 224167 79967.6 78527.5 140888 49520.9 48517.5 41936.1 11484.1 9610.14 1946.05 1659.09
threshold=262.14225000000005 446.37500000000006 0 665.85000000000014 1 1077.3535000000002 273.37500000000006 2022.5000000000002 335.00670000000008 658.11750000000018 15.062500000000002 310.81950000000006 13.082045500000001 214.91000000000003 128.24750000000003 38.657500000000006 617.48075000000006 53.732500000000009 25.500607500000005 543.52500000000009 365.67550000000006 2 401.65523999999999 255.31490000000005 189.19640000000001 367.7580000000001 3 335.27750000000009 87.200000000000017 4.3090000000000002 62.443750000000009 35.941235000000006 7.7340000000000009 4 394.58800000000002 448.18200000000007 2.9430000000000005 352.21000000000004 370.38000000000005 169.57550000000003 422.53750000000008 6.6497500000000009 5 201.19500000000002 96.745000000000019 522.5150000000001 468.98000000000008 10.184000000000003 522.5150000000001 2022.5000000000002
decision_type=2 2 9 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 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=4 2 3 6 5 10 -2 9 -9 -8 11 16 45 14 43 -16 17 -1 33 21 -21 22 25 24 -23 -20 27 -4 30 -30 32 -32 -28 37 41 -36 -37 38 40 -40 -6 44 -43 -12 -35 -13 -29 48 -39 -48
right_child=1 -3 26 -5 18 -7 7 8 -10 -11 13 12 -14 -15 15 -17 -18 -19 19 20 -22 23 -24 -25 -26 -27 28 46 29 -31 31 -33 -34 34 35 36 -38 47 39 -41 -42 42 -44 -45 -46 -47 49 -49 -50 -51
leaf_value=0.087874431800781819 1.453274038563604 2.794003649902344 0.35490057792663576 1.9390170621871949 0.012103382082849683 1.1528405446272632 0.74409560792942342 -0.1483171724375858 0.71715765392079078 0.033452148176219366 -0.38498740359278749 0.58662978006445843 1.9812776035847872 -0.98610693931579596 1.1639330255417597 -0.32257277659007477 -0.56680299269186485 0.38169350622892384 0.074940818295197678 1.582231442410013 0.14667140960693359 -0.039469035017264543 0.8044431712009289 -0.68668732961018875 0.72143058121204373 -0.42690122532347835 -0.011086304904449553 -0.3214399611155192 1.1058276809178866 -0.076730575808163351 0.77097749582926423 -0.11257984038322202 -0.60025036889453265 -0.018597991847312631 1.1267827383677165 -0.1356956891901791 0.5827870541527157 -0.17980445034409825 0.094158671696980806 1.228721243540446 0.44906348353340514 0.15731714375317096 0.0028947380228921378 0.15216349792480469 0.063249378257476896 0.0055535682042439785 -0.50484987241881241 -0.47672610521316527 -0.28656955125351108 -0.61025373451411724
leaf_weight=2661 23 25 25 24 14942 26 197 186 51 73 121 23 23 27 21 21 37 200 3827 23 23 1953 27 33 32 48 336 30 26 29 45 31 43 68412 24 64 21 38 102 21 42 630 7709 20 732 27 28 20 31 32
leaf_count=2661 23 25 25 24 14942 26 197 186 51 73 121 23 23 27 21 21 37 200 3827 23 23 1953 27 33 32 48 336 30 26 29 45 31 43 68412 24 64 21 38 102 21 42 630 7709 20 732 27 28 20 31 32
internal_value=0 0.250489 0.196555 0.421948 -0.00280022 0.101302 0.361212 0.31167 0.0379242 0.551959 0.0930261 0.117271 0.811121 -0.249983 -0.141375 0.42068 0.0997933 0.108414 -0.00619055 0.0420942 0.864451 0.0357043 0.0736266 -0.0377998 -0.0272026 0.0687245 -0.0098268 -0.275477 0.0542203 0.482297 0.00366648 0.410579 -0.0779308 -0.00929578 -0.0138193 0.280704 0.0418118 0.0138015 0.0155634 0.287864 0.0133282 -0.0142354 0.0147533 -0.308796 -0.0177315 0.272849 -0.48119 -0.283716 -0.227771 -0.561065
internal_weight=0 1204 1179 554 101961 3207 530 507 237 270 3181 2971 73 210 183 42 2898 2861 98754 5966 46 5920 3902 2018 1985 3875 625 115 510 55 455 76 379 92788 77592 109 85 15196 15107 123 14984 77483 8339 141 69144 50 90 89 69 60
internal_count=103165 1204 1179 554 101961 3207 530 507 237 270 3181 2971 73 210 183 42 2898 2861 98754 5966 46 5920 3902 2018 1985 3875 625 115 510 55 455 76 379 92788 77592 109 85 15196 15107 123 14984 77483 8339 141 69144 50 90 89 69 60
cat_boundaries=0 6 11 17 23 29 33
cat_threshold=9486336 0 512 33554432 64 256 32768 536870912 4096 141688872 262176 112543368 2097696 276889770 64 276832260 12544 1024 536870912 0 2129922 8388608 4096 806355204 180362 16777520 302035458 1611153488 1320 67108864 33554432 536936522 1024
is_linear=0
shrinkage=0.01


Tree=233
num_leaves=58
num_cat=14
split_feature=0 17 25 6 25 24 8 9 0 25 14 3 0 26 24 3 24 8 14 8 3 13 3 6 3 25 14 24 6 6 6 10 10 8 25 24 18 0 25 23 3 26 7 4 8 4 0 25 16 25 0 0 25 13 8 0 9
split_gain=748223 1.61879e+06 538334 560215 352824 506093 423061 757409 2.08051e+06 452784 375086 288956 281035 326858 295167 293842 170882 410347 150799 220384 221147 184299 145092 307263 232280 162278 142247 139810 138367 178656 136221 135027 151972 324343 95501.6 157151 185570 161837 113737 108293 90628.8 78528.1 78483.7 76815 219368 140970 67553.4 168961 62433.1 91332 107223 49642 47832.9 37223 25666.4 10455.6 2503.66
threshold=262.14225000000005 446.37500000000006 0 665.85000000000014 1 2 16.667500000000004 53.105500000000006 6.6497500000000009 3 678.01075000000003 365.67550000000006 273.37500000000006 2022.5000000000002 4 335.00670000000008 5 87.200000000000017 245.84250000000003 427.52750000000009 13.542999999999997 287.90852000000007 25.500607500000005 543.52500000000009 365.67550000000006 6 401.65523999999999 7 255.31490000000005 189.19640000000001 3.1373300000000004 8.1012500000000021 177.46054150000003 153.40400000000002 8 9 422.53750000000008 219.99000000000004 10 74.590000000000018 62.443750000000009 2022.5000000000002 138.14056700000003 156.17100000000002 239.43773250000004 165.05000000000004 6.6497500000000009 11 36.750750000000004 12 507.82280000000009 1077.3535000000002 13 53.027500000000011 163.39500000000001 234.07000000000002 319.79062500000009
decision_type=2 2 9 2 9 1 2 2 2 9 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 9 2 9 2 2 9 2 2 2 2
left_child=4 2 3 12 5 6 7 9 56 41 18 -11 -2 14 -14 -15 17 30 19 21 -21 -7 34 25 -25 26 27 -24 29 -27 40 42 33 -33 35 36 38 39 -6 -37 -4 -1 54 46 45 -45 52 -48 49 50 -18 -51 -36 -20 -8 -39 -9
right_child=1 -3 16 -5 22 10 31 8 -10 11 -12 -13 13 15 -16 -17 48 -19 53 20 -22 -23 23 24 -26 28 -28 -29 -30 -31 -32 32 -34 -35 43 37 -38 55 -40 -41 -42 -43 -44 44 -46 -47 47 -49 -50 51 -52 -53 -54 -55 -56 -57 -58
leaf_value=1.0350048803671812 1.4387413489300271 2.7660636047363285 0.080665030431747428 1.9196269543965658 0.13012558066995897 -0.034713588141789445 -0.33190203151702885 0.25450410683949787 4.061059329032898 0.14394071713588369 1.3251682753789993 1.2344241682052612 0.90001181788742546 -0.14683400236150271 0.19961136495625531 0.70998606597676006 -0.057238801807165153 1.4201890153884886 -0.24600042819976808 0.0048216449646722708 1.474113401412964 0.67846660562463712 -0.0371241818361479 1.5664091545602552 0.1452046949967094 -0.039074345801161064 0.79639874334688543 0.10216031792004543 -0.67982045433738014 0.71421625852584836 -0.54756660488344011 -0.27426208127628676 -0.31534548243960819 1.4852824463844301 -0.037404798825637825 -0.018795638618965819 1.0104298663139344 0.3702601800918579 0.026387543712083718 0.52324562639803507 0.74251034935315452 0.56822540767157259 0.19275612664222716 0.62615302469672229 1.1110102444603329 0.012150567813480602 0.16856489289575258 -0.00083882098997556148 -0.66885886714571996 -0.16838856228327348 0.62767156779766087 -0.62878583614642813 -0.014360124103019116 -0.77436843335628514 -0.65074250800936828 0.64512384845364479 0.10499108768644787
leaf_weight=78 23 25 150 24 1293 1752 50 24 20 867 21 25 118 186 152 51 80 25 24 21 20 37 954 23 23 1953 27 2921 33 32 31 22 37 20 10709 9627 20 25 5696 37 24 67 20 41 21 425 630 7362 21 236 32 26 56871 30 51 31 21
leaf_count=78 23 25 150 24 1293 1752 50 24 20 867 21 25 118 186 152 51 80 25 24 21 20 37 954 23 23 1953 27 2921 33 32 31 22 37 20 10709 9627 20 25 5696 37 24 67 20 41 21 425 630 7362 21 236 32 26 56871 30 51 31 21
internal_value=0 0.247984 0.19459 0.417728 -0.00277206 0.100289 0.251577 0.330302 1.37745 0.264666 -0.00388405 0.172569 0.3576 0.308554 0.546439 0.037545 -0.00972853 0.201876 -0.0187189 -0.0033505 0.721549 -0.0199636 -0.00612848 0.0416733 0.855807 0.0353472 0.0728903 0.0680372 -0.0374218 -0.0269306 0.0631485 -0.169619 0.151951 0.563616 -0.00920265 0.012426 0.0484869 -0.0136002 0.0458035 -0.0167204 0.171954 0.766461 -0.379569 -0.0139596 0.111227 0.0661722 -0.0147682 0.0127249 -0.134883 -0.108507 0.127102 -0.206206 -0.0180195 -0.539538 -0.492901 0.522417 0.184731
internal_weight=0 1204 1179 554 101961 3207 1302 1102 65 1037 1905 892 530 507 270 237 625 230 1884 1830 41 1789 98754 5966 46 5920 3902 3875 2018 1985 205 200 79 42 92788 16729 7009 9720 6989 9664 174 145 121 76059 487 466 75572 7992 395 374 112 262 67580 54 101 56 45
internal_count=103165 1204 1179 554 101961 3207 1302 1102 65 1037 1905 892 530 507 270 237 625 230 1884 1830 41 1789 98754 5966 46 5920 3902 3875 2018 1985 205 200 79 42 92788 16729 7009 9720 6989 9664 174 145 121 76059 487 466 75572 7992 395 374 112 262 67580 54 101 56 45
cat_boundaries=0 6 11 12 17 18 19 25 26 32 33 39 43 49 55
cat_threshold=9486336 0 512 33554432 64 256 32768 536870912 4096 141688872 262176 1102 0 536870912 0 131072 32 2354 2640 112543368 2097696 276889770 64 276832260 12544 2188 806355204 180866 16777520 302035458 1611153488 1320 1302 537919488 16514 272 8194 16 1024 67108864 33554440 536936522 1024 67109376 147456 32 0 0 8192 1275084864 209782784 773063690 1140867328 74579970 131
is_linear=0
shrinkage=0.01


Tree=234
num_leaves=58
num_cat=13
split_feature=0 17 25 6 25 24 1 1 14 1 0 10 5 3 3 3 25 5 26 24 24 8 14 8 3 13 3 6 3 25 14 24 6 6 6 25 24 0 23 25 14 8 3 5 3 0 25 24 7 6 5 1 5 0 3 0 3
split_gain=733871 1.58646e+06 528107 548919 345800 496022 505698 490880 367622 329532 835919 495304 576644 350706 286166 937212 415003 297861 235070 220621 167482 402181 147798 215999 216746 180632 142210 301148 227657 159054 139415 137043 135614 175100 133510 93606.8 154035 158616 106138 103547 140427 124421 88825.3 84901.6 200106 69310.6 146279 618516 68519.8 101338 58192.9 55444.1 46032.8 42674.8 26219.2 10247.5 5379.1
threshold=262.14225000000005 446.37500000000006 0 665.85000000000014 1 2 383.83325000000008 542.71780000000012 678.01075000000003 335.00670000000008 413.70875000000007 279.94750000000005 448.18200000000007 233.37814 76.987500000000011 111.55832500000001 3 96.745000000000019 2022.5000000000002 4 5 87.200000000000017 245.84250000000003 427.52750000000009 13.542999999999997 287.90852000000007 25.500607500000005 543.52500000000009 365.67550000000006 6 401.65523999999999 7 255.31490000000005 189.19640000000001 3.1373300000000004 8 9 219.99000000000004 74.590000000000018 10 382.28075000000007 218.21600000000004 62.443750000000009 39.280380000000001 111.55832500000001 6.6497500000000009 11 12 394.58800000000002 4.5710000000000006 134.97880500000002 147.52500000000003 96.745000000000019 1077.3535000000002 205.81150000000002 234.07000000000002 7.2646000000000006
decision_type=2 2 9 2 9 1 2 2 2 2 2 2 2 2 2 2 9 2 2 1 1 2 2 2 2 2 2 2 2 9 2 1 2 2 2 9 1 2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 5 6 14 -8 22 11 -11 12 -2 -12 16 -16 18 -17 -1 -18 21 34 23 25 -25 -7 35 29 -29 30 31 -28 33 -31 42 36 39 38 -38 41 -41 -6 -4 44 53 48 47 -47 52 -50 -24 -48 -37 -22 56 -39 -45
right_child=1 -3 20 -5 26 8 7 -9 -10 10 13 -13 -14 -15 15 17 19 -19 -20 -21 43 -23 50 24 -26 -27 27 28 -30 32 -32 -33 -34 -35 -36 45 37 55 -40 40 -42 -43 -44 54 -46 46 51 -49 49 -51 -52 -53 -54 -55 -56 -57 -58
leaf_value=1.0555093477917956 0.22374004901314334 2.7384029907226561 0.079858377822240187 1.9004306348164877 0.11366663134530552 -0.034366448650893555 2.3095241090525751 0.33787473670073914 1.3119167146228607 2.0405997745614304 -0.36425922816449946 -0.90332519120640231 1.8587708124907121 0.91326783089410701 2.3924186702728272 -0.078795789092779164 0.3617655281638199 1.0385164008421055 0.26892614898681638 -0.0036009584332350642 -0.11601135177173834 1.4059871047973633 -0.2823672610170701 0.0047734308242797854 1.4593722410202026 0.6716819386868863 -0.036756789272890666 1.5507450736087303 0.14375265204388163 -0.03868360159812801 0.78843471703705958 0.10114220053768432 -0.67302225777597147 0.70707410454750064 -0.54209095681867292 -0.018305118158212216 -0.018607682559899232 0.36655753726959228 0.518013165448163 0.026478195988915671 0.80943477464758828 0.73567882162151921 0.73508525172869366 -0.42910455340430853 0.63325835704803468 0.77590036912319749 -0.0027835163169384947 0.003377474564358704 0.033522764046986897 0.80359900798797612 -0.96216129200160516 0.18539823156408963 0.062752493464593162 -0.51425739034016926 -0.72428746422131851 0.63867260717576546 -0.2077402745122495
leaf_weight=77 347 25 150 24 1261 1752 23 28 21 38 44 36 23 42 25 80 202 34 75 758 261 25 34 21 20 37 954 23 23 1953 27 2921 33 32 31 67173 9627 25 37 5692 23 33 24 21 36 120 7297 522 54 25 20 160 708 30 24 31 23
leaf_count=77 347 25 150 24 1261 1752 23 28 21 38 44 36 23 42 25 80 202 34 75 758 261 25 34 21 20 37 954 23 23 1953 27 2921 33 32 31 67173 9627 25 37 5692 23 33 24 21 36 120 7297 522 54 25 20 160 708 30 24 31 23
internal_value=0 0.245596 0.192737 0.413746 -0.00274401 0.0992865 0.249061 1.22705 -0.0038452 0.354231 0.805424 0.216428 0.325377 0.259649 0.211182 0.638967 0.157709 0.254438 0.626196 0.0762152 -0.00963125 0.199857 -0.0185317 -0.00331699 0.714334 -0.019764 -0.00606685 0.0412576 0.847249 0.0349949 0.0721631 0.0673585 -0.0370476 -0.0266613 0.062517 -0.00911033 0.0123027 -0.0134642 -0.0165532 0.0480043 0.0295774 0.128536 0.170234 -0.133535 -0.0700593 -0.0138199 0.0138309 0.15746 -0.0171171 0.277218 -0.534143 0.0012525 -0.0174597 -0.157068 -0.458414 0.517193 -0.313391
internal_weight=0 1204 1179 554 101961 3207 1302 51 1905 530 124 406 370 86 1251 139 1112 114 152 960 625 230 1884 1830 41 1789 98754 5966 46 5920 3902 3875 2018 1985 205 92788 16729 9720 9664 7009 5715 1294 174 395 327 76059 8099 642 67960 79 54 7457 67881 291 68 56 44
internal_count=103165 1204 1179 554 101961 3207 1302 51 1905 530 124 406 370 86 1251 139 1112 114 152 960 625 230 1884 1830 41 1789 98754 5966 46 5920 3902 3875 2018 1985 205 92788 16729 9720 9664 7009 5715 1294 174 395 327 76059 8099 642 67960 79 54 7457 67881 291 68 56 44
cat_boundaries=0 6 11 12 17 18 19 25 26 32 33 39 43 44
cat_threshold=9486336 0 512 33554432 64 256 32768 536870912 4096 141688872 262176 1102 0 536870912 0 131072 32 8 2640 112543368 2097696 276889770 64 276832260 12544 2188 806355204 180866 16777520 302035458 1611153488 1320 1302 537919488 16514 272 8194 16 1024 67108864 33554440 536936522 1024 1056
is_linear=0
shrinkage=0.01


Tree=235
num_leaves=29
num_cat=3
split_feature=22 22 0 2 24 6 6 3 26 5 16 1 24 2 6 8 5 6 1 24 8 5 3 6 12 6 6 8
split_gain=641147 788360 438296 886970 471034 399553 740430 383466 354147 299497 280550 398654 233907 217716 601827 314710 303345 286086 386017 213315 111821 110067 269628 112770 115657 56937.6 18839.9 98.2187
threshold=521.77697000000012 674.74319250000019 273.37500000000006 1070.9310000000003 0 243.82689999999999 371.41875000000005 8.0935000000000006 2022.5000000000002 483.06600000000009 237.51325000000003 542.71780000000012 1 23.046000000000003 1054.5000000000002 1117.4100000000001 779.2410000000001 104.02000000000001 352.68673250000012 2 163.39500000000001 616.44275000000005 108.75750000000001 1054.5000000000002 1078.0535000000002 63.922000000000004 1424.6500000000003 1468.3681000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=2 -2 13 4 10 8 -7 -8 12 -10 11 20 -6 15 16 21 17 19 -19 -15 -4 23 25 24 -1 -23 -25 -17
right_child=1 -3 3 -5 5 6 7 -9 9 -11 -12 -13 -14 14 -16 27 -18 18 -20 -21 -22 22 -24 26 -26 -27 -28 -29
leaf_value=-0.007923386263757444 2.6718389573097228 -0.071380105452104048 -0.104702197191489 2.2288862655276342 0.78749465406887109 2.1730744128073418 1.204463779449463 -0.42700994715971108 0.059702093822125817 -1.1473748831315473 -1.0897778450209519 1.0776768231391907 0.21860440417253452 -0.043812612856695424 1.7399840454828173 0.78490428314208982 -0.92682260096073155 0.17750518991906872 1.0626784055321306 0.073342920206790341 -0.73835979154033038 -0.015441047220813985 1.3461647362709044 -0.30314809175638052 0.58419022184429747 0.51095245214608997 -0.69605252887891678 0.75739705686215997
leaf_weight=94526 20 22 274 21 116 31 25 34 313 22 29 28 236 2468 21 25 32 562 54 4168 31 98 20 26 33 26 23 27
leaf_count=94526 20 22 274 21 116 31 25 34 313 22 29 28 236 2468 21 25 32 562 54 4168 31 98 20 26 33 26 23 27
internal_value=0 1.23491 -0.000868839 0.192418 0.154871 0.291492 0.921762 0.264292 0.213167 -0.0195686 -0.14249 -0.0642721 0.434662 -0.00306465 0.0495391 -0.00711797 0.0446655 0.0489522 0.255102 0.029816 -0.169107 -0.00754479 0.268714 -0.00796528 -0.00771675 0.0949318 -0.487573 0.770622
internal_weight=0 42 103269 1160 1139 777 90 59 687 335 362 333 352 102109 7305 94804 7284 7252 616 6636 305 94752 144 94608 94559 124 49 52
internal_count=103311 42 103269 1160 1139 777 90 59 687 335 362 333 352 102109 7305 94804 7284 7252 616 6636 305 94752 144 94608 94559 124 49 52
cat_boundaries=0 1 2 3
cat_threshold=1416 48 3712
is_linear=0
shrinkage=0.01


Tree=236
num_leaves=29
num_cat=5
split_feature=22 22 25 2 3 26 5 0 0 1 8 4 2 1 2 0 25 3 4 25 0 25 2 18 25 2 26 26
split_gain=628387 772671 527992 1.22227e+06 1.1959e+06 550970 870797 811296 510614 523109 476431 374343 291221 234639 229306 150824 266128 299994 205054 174661 149436 98589.4 85206.4 76925.5 7098.33 2088.72 520.448 284.375
threshold=521.77697000000012 674.74319250000019 0 1070.9310000000003 6.6572445000000009 2022.5000000000002 448.18200000000007 22.151894000000002 883.10000000000014 22.151894000000002 1468.3681000000001 1085.2750000000003 54.609000000000002 1070.9310000000003 1070.9310000000003 6.6497500000000009 1 472.9221300000001 449.81750000000005 2 658.11750000000018 3 749.57248000000016 400.32550000000009 4 1439.8675000000001 2022.5000000000002 2022.5000000000002
decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 9 2 2 9 2 2 2
left_child=2 -2 3 5 -5 6 8 -8 12 -10 11 13 -1 -7 15 21 17 19 20 -17 -18 24 23 -23 27 -16 -26 -4
right_child=1 -3 14 4 -6 10 7 -9 9 -11 -12 -13 -14 -15 25 16 18 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29
leaf_value=0.080704621512722771 2.6451205439567564 -0.070666304068131888 -0.11126053598192004 3.0044739362171722 0.08177883556910924 -0.023341207661088072 0.21675329208374025 2.2591693653287117 2.0669028833177356 -0.037482968739100862 1.4209362610526708 1.1108338645408895 0.32928052534473323 -0.94150862898145404 -0.75481922626495368 0.41459698466780764 -0.0035753843128299577 1.1703339118223925 0.91765715966622041 0.075556690455036796 -0.42511934939552759 -0.011813643629068464 -0.54456210581461595 0.31748838001573587 -0.2117806809289115 -0.6210158605575562 -0.24162240395852183 -0.079097932662282683
leaf_weight=4072 20 22 54 28 28 4659 41 37 27 21 23 29 533 28 28 151 7897 26 24 3246 85 81820 30 71 126 20 109 56
leaf_count=4072 20 22 54 28 28 4659 41 37 27 21 23 29 533 28 28 151 7897 26 24 3246 85 81820 30 71 126 20 109 56
internal_value=0 1.22257 -0.000859148 0.0700328 1.54313 0.0613958 0.137736 1.18559 0.120171 1.14623 -0.014816 -0.0218182 0.109476 -0.0288263 -0.00806968 -0.00771654 0.026323 0.0999684 -0.00528271 0.0920703 -0.00806439 -0.0124456 -0.0117219 -0.0115281 -0.178757 -0.699068 -0.216413 -0.0869796
internal_weight=0 42 103269 9526 56 9470 4731 78 4653 48 4739 4716 4605 4687 93743 93695 11429 3423 8006 3397 7982 82266 81921 81891 345 48 235 110
internal_count=103311 42 103269 9526 56 9470 4731 78 4653 48 4739 4716 4605 4687 93743 93695 11429 3423 8006 3397 7982 82266 81921 81891 345 48 235 110
cat_boundaries=0 6 12 17 23 29
cat_threshold=1081600 16514 4608 174227746 1073741840 32 71303684 2185232904 805372002 1024 262144 4096 4194304 0 536936448 0 262144 1073741824 0 0 8 0 1024 0 0 0 0 0 1024
is_linear=0
shrinkage=0.01


Tree=237
num_leaves=47
num_cat=7
split_feature=0 2 5 24 25 2 3 6 25 24 2 26 24 2 6 0 8 1 16 1 2 3 0 2 4 21 0 13 6 2 6 3 14 1 3 8 4 25 18 9 9 24 1 4 2 26
split_gain=601091 1.56708e+06 568077 492292 651000 517040 338341 1.05041e+06 334663 427108 574814 739759 1.23706e+06 2.17906e+06 733777 645029 591760 307615 306629 327149 230372 219649 180180 171377 167576 167239 151554 141865 128296 166108 226837 166083 123852 113982 156977 102134 182788 94727.7 83695 105803 72857.7 69259.3 44811 42979.1 27215.8 4681.43
threshold=273.37500000000006 883.10000000000014 117.99690000000002 0 1 597.17782000000011 4.0535910000000008 243.82689999999999 2 3 36.122500000000009 2022.5000000000002 4 63.252850000000002 143.41900000000001 82.76560000000002 901.21050000000014 40.059500000000007 237.51325000000003 542.71780000000012 52.962600000000009 670.0675 297.71250000000003 658.86750000000018 1468.3681000000001 217.21993000000001 72.999000000000009 16.406387500000005 31.155100000000008 218.51700000000002 328.43000000000001 472.9221300000001 624.17000000000019 233.37814 54.825730000000007 218.21600000000004 277.77250000000009 5 126.68500000000002 273.79200000000003 407.55349999999999 6 54.470000000000006 53.89650000000001 1070.9310000000003 2022.5000000000002
decision_type=2 2 2 1 9 2 2 2 9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2
left_child=8 3 -3 18 5 6 7 -5 9 21 16 12 13 -12 20 -16 25 -14 19 35 -13 32 -8 24 28 26 -11 33 37 31 -31 -30 38 34 -6 36 -2 41 39 -1 -39 -10 44 -40 45 -25
right_child=1 2 -4 4 27 -7 22 -9 23 10 11 14 17 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 42 -26 -27 -28 -29 29 30 -32 -33 -34 -35 -36 -37 -38 40 43 -41 -42 -43 -44 -45 -46 -47
leaf_value=-0.062238263794253061 -0.18857367712974549 3.3624019708633419 0.97896574211120613 0.49275817595422267 -0.13139178491774059 1.8492150431665879 1.0376008254005795 2.7117220328251523 0.030962826652526854 0.039010570008215575 4.0748781864731933 0.63740772061877782 -0.1980248647196251 0.88628584814853362 1.4139674788802419 -0.31185018260031938 1.6647953149546748 0.72406104663632942 -1.1599067572184971 1.0066444947169377 -0.20757531277236449 -1.0394216189177141 0.056399969697691676 -0.06024856414794922 0.90754748487472536 0.96984751510620115 0.25634051912247613 0.77396518993377683 0.029762113313189457 0.63369111239308062 -0.33481029868125917 0.80265237876347129 0.67303806869880012 -0.78877498496662479 0.56614393285802889 -0.77463584470748903 0.70823472099304197 -0.0093773966688716869 -0.24085943942782526 0.39540983145053576 -0.22637125519783266 -0.27118584414405272 -0.83081088352203369 -0.75495738887786867 -0.5109310877950568 -0.2501547306555289
leaf_weight=1771 250 20 20 192 252 29 21 24 115 4772 26 36 114 122 67 32 23 53 28 26 311 23 172 25 20 20 344 20 3949 99 32 28 23 22 37 25 25 89512 87 52 155 232 20 20 38 27
leaf_count=1771 250 20 20 192 252 29 21 24 115 4772 26 36 114 122 67 32 23 53 28 26 311 23 172 25 20 20 344 20 3949 99 32 28 23 22 37 25 25 89512 87 52 155 232 20 20 38 27
internal_value=0 0.225701 2.17068 0.156423 0.296241 0.546448 0.467436 0.73931 -0.00293147 0.059563 0.102032 0.358767 0.729759 1.3549 0.096743 0.856127 0.0643588 0.0892678 -0.151396 -0.0694193 -0.119911 -0.0675445 0.163163 -0.00817242 -0.00771235 0.0571917 0.0536238 -0.0411647 -0.00790684 0.0467445 0.397111 0.0352036 -0.0564448 -0.0949082 -0.0420879 -0.162678 -0.107046 -0.010401 -0.0651381 -0.0491841 -0.00975141 -0.172988 -0.402654 -0.336953 -0.307509 -0.158854
internal_weight=0 1163 40 1123 769 438 409 216 102148 7896 5920 761 315 148 446 99 5159 167 354 326 347 1976 193 94252 94142 5136 5116 331 94122 4108 131 3977 1953 311 289 300 275 90014 1930 1823 89667 347 110 107 90 52
internal_count=103311 1163 40 1123 769 438 409 216 102148 7896 5920 761 315 148 446 99 5159 167 354 326 347 1976 193 94252 94142 5136 5116 331 94122 4108 131 3977 1953 311 289 300 275 90014 1930 1823 89667 347 110 107 90 52
cat_boundaries=0 1 7 13 14 15 21 22
cat_threshold=1416 1081856 512 544 33554432 8256 4096 269517056 16514 4608 140673314 1073741840 32 2432 1048 1073741824 0 0 8 0 1024 2689
is_linear=0
shrinkage=0.01


Tree=238
num_leaves=24
num_cat=2
split_feature=22 22 0 2 24 10 2 26 1 16 1 10 9 2 6 8 5 6 8 24 1 1 8
split_gain=615508 756416 414246 846360 452738 399205 387058 471731 437511 268200 381919 209673 203009 188989 587821 321779 297530 235500 108148 94764.5 184257 130471 94.2556
threshold=521.77697000000012 674.74319250000019 273.37500000000006 1070.9310000000003 0 556.40500000000009 17.426900000000007 2022.5000000000002 169.65250000000003 237.51325000000003 542.71780000000012 1098.7459000000001 86.815500000000014 23.046000000000003 1054.5000000000002 1117.4100000000001 779.2410000000001 104.02000000000001 163.39500000000001 1 126.06400000000002 661.33164000000011 1468.3681000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=2 -2 11 4 9 6 7 -6 -8 10 18 13 -13 15 16 19 17 -15 -4 21 -21 -1 -17
right_child=1 -3 3 -5 5 -7 8 -9 -10 -11 -12 12 -14 14 -16 22 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.018776444766981881 2.6174875822067261 -0.069579817598516294 -0.10393616001101305 2.1763640957786925 0.3714308561156266 1.6158497233824298 0.93594040622173913 -0.2413471318010626 0.089185013475819169 -1.0673444404273198 1.0530606579780579 0.16885202826523199 1.3779244386582148 0.027802357526247934 1.7163790784563338 0.77312971191406255 -0.92122792899608619 0.23267385313819128 -0.7271001748500332 -0.0014633019428105785 0.14563109628057594 -0.47065778635442257 0.80032426687387315
leaf_weight=38839 20 22 274 21 274 22 142 232 107 29 28 41 21 6625 21 25 32 613 31 54937 865 64 26
leaf_count=38839 20 22 274 21 274 22 142 232 107 29 28 41 21 6625 21 25 32 613 31 54937 865 64 26
internal_value=0 1.20998 -0.000846588 0.187062 0.150385 0.284339 0.249306 0.0904734 0.572074 -0.141091 -0.0646634 -0.00298131 0.578377 -0.00333452 0.0457255 -0.00710944 0.0408996 0.0451533 -0.167274 -0.00753708 0.000816697 -0.0195148 0.786994
internal_weight=0 42 103269 1160 1139 777 755 506 249 362 333 102109 62 102047 7291 94756 7270 7238 305 94705 55802 38903 51
internal_count=103311 42 103269 1160 1139 777 755 506 249 362 333 102109 62 102047 7291 94756 7270 7238 305 94705 55802 38903 51
cat_boundaries=0 1 2
cat_threshold=1416 2952
is_linear=0
shrinkage=0.01


Tree=239
num_leaves=24
num_cat=2
split_feature=22 22 0 2 24 10 2 26 1 16 1 10 9 2 6 8 5 6 8 24 1 1 8
split_gain=603259 741363 406003 829517 443728 391261 379356 462343 432019 262863 374319 205501 198969 185228 576123 315376 291609 230814 105996 92878.6 180590 127875 92.3798
threshold=521.77697000000012 674.74319250000019 273.37500000000006 1070.9310000000003 0 556.40500000000009 17.426900000000007 2022.5000000000002 413.70875000000007 237.51325000000003 542.71780000000012 1098.7459000000001 86.815500000000014 23.046000000000003 1054.5000000000002 1117.4100000000001 779.2410000000001 104.02000000000001 163.39500000000001 1 126.06400000000002 661.33164000000011 1468.3681000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=2 -2 11 4 9 6 7 -6 -8 10 18 13 -13 15 16 19 17 -15 -4 21 -21 -1 -17
right_child=1 -3 3 -5 5 -7 8 -9 -10 -11 -12 12 -14 14 -16 22 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.018588680428196429 2.5913126020431521 -0.06888401790098711 -0.10289679782233969 2.1546003945668541 0.36771654854508212 1.5996912123940208 0.78554812472294544 -0.2389336606860161 -0.22518543411184241 -1.0566709885926082 1.0425300768443517 0.16716351671916685 1.3641451708475747 0.027524334650491627 1.6992152731759209 0.76539843750000003 -0.91201566338539131 0.23034711559944815 -0.71982917549148684 -0.001448669138430041 0.14417478381631346 -0.4659512071311474 0.79232103054340075
leaf_weight=38839 20 22 274 21 274 22 195 232 54 29 28 41 21 6625 21 25 32 613 31 54937 865 64 26
leaf_count=38839 20 22 274 21 274 22 195 232 54 29 28 41 21 6625 21 25 32 613 31 54937 865 64 26
internal_value=0 1.19788 -0.000838122 0.185192 0.148881 0.281495 0.246813 0.0895686 0.566353 -0.13968 -0.0640168 -0.0029515 0.572593 -0.00330118 0.0452682 -0.00703835 0.0404906 0.0447018 -0.165601 -0.00746171 0.00080853 -0.0193197 0.779124
internal_weight=0 42 103269 1160 1139 777 755 506 249 362 333 102109 62 102047 7291 94756 7270 7238 305 94705 55802 38903 51
internal_count=103311 42 103269 1160 1139 777 755 506 249 362 333 102109 62 102047 7291 94756 7270 7238 305 94705 55802 38903 51
cat_boundaries=0 1 2
cat_threshold=1416 2952
is_linear=0
shrinkage=0.01


Tree=240
num_leaves=48
num_cat=10
split_feature=25 26 24 2 2 0 2 25 0 24 7 7 12 25 9 12 2 3 24 5 24 6 3 3 14 21 0 25 0 2 24 3 3 0 0 0 11 0 2 24 9 2 0 5 0 26 26
split_gain=395734 435099 662736 1.06218e+06 3.27388e+06 590877 357877 321704 309296 259623 246544 487712 235969 234999 252384 654112 324124 229020 568555 837477 226331 220499 228964 366216 184594 183472 172593 165104 164665 337297 187621 210750 188282 156479 131710 121390 159766 150112 94372.1 79369.1 69266.2 62892.2 50418.8 78019.1 30752.3 30426.2 9001.98
threshold=0 2022.5000000000002 1 54.609000000000002 83.805000000000021 52.192250000000008 440.02900000000005 2 1077.3535000000002 3 152.16750000000005 183.74925000000002 1078.0535000000002 4 553.21400000000006 144.54600000000002 440.02900000000005 514.39811750000013 5 65.637375000000006 6 189.19640000000001 414.53600000000012 186.72000000000003 1092.2134000000003 159.07650000000004 2.6275000000000004 7 507.82280000000009 81.89400000000002 8 472.9221300000001 143.79350000000002 53.937500000000007 219.99000000000004 1438.4900000000002 1092.2834 1077.3535000000002 284.91500000000008 9 96.823000000000008 9.2140000000000004 86.604000000000028 166.07175000000004 172.78900000000002 2022.5000000000002 2022.5000000000002
decision_type=9 2 1 2 2 2 2 9 2 1 2 2 2 9 2 2 2 2 1 2 1 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 38 -7 39 9 21 28 -12 17 -11 16 -16 -15 24 40 26 33 25 23 -23 35 27 45 -3 30 -30 32 -32 -4 -9 -22 36 37 -2 -6 -1 41 46 43 -13 -41 -20 -19
right_child=12 8 10 4 5 6 -8 20 -10 13 11 42 -14 14 15 -17 -18 18 19 -21 34 22 -24 -25 -26 -27 -28 -29 29 -31 31 -33 -34 -35 -36 -37 -38 -39 -40 44 -42 -43 -44 -45 -46 -47 -48
leaf_value=0.75075506862841157 -0.0075645534120793081 0.20137494420822788 0.043009148697438077 4.8404943246841432 -0.11375529559690561 0.8136825628396942 2.4453255723491312 0.22432971368120477 1.1245095268885295 0.3190316376650244 1.8248197818073359 0.050327032936943905 0.78186157402239342 -0.11760529225156832 -0.17829901227084072 1.7725321284294129 -0.86531665879487996 -0.11514366951855748 0.43266053158789874 2.6206811445667633 0.023980477464397382 0.39081480466402496 -0.40299141443692721 1.8683834724426271 0.90884458455172457 0.97250304721650627 1.1841272461932639 -0.044240897742355914 1.2664819605597135 -0.42158643221855163 -0.15319958447712451 0.88658803367614758 0.58367837864419692 0.78490670602897117 -0.67939521414893012 -0.73366317831951633 0.71069003074399884 0.62950886082004853 0.49536691898252905 0.38920185850887762 -0.72898896396160129 0.36930465173721316 -0.17358081563313804 0.81729477292015451 -0.026144878387451175 0.029304817199707029 -0.36812607471759506
leaf_weight=104 96444 382 968 20 67 41 20 352 24 123 22 36 38 1718 55 25 60 22 32 21 541 104 26 20 22 21 23 900 29 20 769 20 69 58 28 23 31 37 41 164 24 20 30 21 20 45 39
leaf_count=104 96444 382 968 20 67 41 20 352 24 123 22 36 38 1718 55 25 60 22 32 21 541 104 26 20 22 21 23 900 29 20 769 20 69 58 28 23 31 37 41 164 24 20 30 21 20 45 39
internal_value=0 0.0723412 0.152074 0.313163 1.01463 0.561869 1.34865 0.210996 -0.00676739 -0.0146738 0.0321152 0.49462 -0.00599982 -0.0889135 -0.117483 0.431336 -0.142837 -0.00630977 0.311652 0.743764 0.119756 0.0865598 0.450231 0.629132 -0.00705399 0.0453587 0.423988 0.0301714 0.00539957 0.577474 -0.00995184 -0.125255 0.0782299 0.296402 -0.0104484 -0.00726272 -0.00708961 -0.00732024 0.117486 0.499639 -0.23478 -0.117333 0.158248 0.332894 0.326321 0.196933 -0.276887
internal_weight=0 6898 3440 1456 189 169 61 1267 3458 3434 1984 109 96821 1981 1858 80 1778 96783 226 121 979 1453 150 124 96557 1303 100 1282 1875 49 1826 789 1037 410 569 96535 96512 96481 108 288 105 81 87 57 184 77 61
internal_count=103719 6898 3440 1456 189 169 61 1267 3458 3434 1984 109 96821 1981 1858 80 1778 96783 226 121 979 1453 150 124 96557 1303 100 1282 1875 49 1826 789 1037 410 569 96535 96512 96481 108 288 105 81 87 57 184 77 61
cat_boundaries=0 6 7 12 13 18 19 20 25 26 27
cat_threshold=1074823168 16384 4104 170000392 524320 32 348 0 0 0 33685504 32 1571 1073741824 0 0 0 524288 1929 20 0 16384 8 2097152 524320 2593 80
is_linear=0
shrinkage=0.01


Tree=241
num_leaves=41
num_cat=3
split_feature=2 16 24 5 1 7 1 3 3 2 26 3 24 5 1 1 1 8 2 13 7 1 1 12 12 9 9 2 5 18 24 1 1 12 16 11 7 3 8 26
split_gain=388373 1.27417e+06 710734 708382 628044 480531 368068 271020 247938 240580 432264 235545 291330 430544 289883 276142 241994 199408 179549 176589 198663 158470 149222 122012 288802 113929 193959 100153 92366.6 89523.8 85796.7 281370 126510 79779.5 78778.3 70637 37736.2 28025 12659.2 6331.91
threshold=364.96250000000003 336.36115000000007 0 112.45200000000001 383.83325000000008 448.18200000000007 165.05000000000004 272.24748000000005 384.83520000000004 414.53600000000012 2022.5000000000002 39.693700000000007 1 552.55750000000012 19.1525 38.676010000000012 413.70875000000007 1117.4100000000001 883.10000000000014 368.06200000000007 138.14056700000003 198.54500000000004 273.76200000000006 1078.0535000000002 1392.9450000000004 340.35000000000008 227.67500000000001 261.97000000000008 102.37750000000001 819.02500000000009 2 661.33164000000011 756.19086000000004 21.861000000000001 336.36115000000007 13.550500000000001 130.63025000000002 227.10500000000002 1468.3681000000001 2022.5000000000002
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 9 6 18 22 21 -2 -11 17 16 15 -15 27 25 23 35 20 -17 -5 -8 29 -25 26 33 34 -18 30 31 -1 -32 -13 -14 -4 -27 -29 -19 -20
right_child=1 -3 5 8 -6 -7 7 -9 -10 10 -12 12 13 14 -16 19 28 38 39 -21 -22 -23 -24 24 -26 36 -28 37 -30 -31 32 -33 -34 -35 -36 -37 -38 -39 -40 -41
leaf_value=0.0034794866508955388 1.7147381720542907 2.3639218831062316 -0.017609971554125126 -0.16160261511802673 2.5227037647792274 -1.452303288269043 0.82712010179247175 1.1662610930365487 0.51577447709829916 1.2039693100977753 0.092536196043325025 -0.075696146358321406 0.035700883042897619 0.19281390432800569 1.576190448963281 0.20930470519786259 -0.38205366439819338 0.48821192134510394 -0.59315175628662109 -0.52949151345661716 0.62595083295102538 -1.3901150267464775 -0.17165061739774851 1.323382178219882 -0.33696163034439092 -0.27783600293673 0.95462410545349119 0.28850537258645764 -1.2938099966049195 0.48543946768786456 -0.013967841991112765 0.71279650551932194 -0.41191379165649417 0.14497672448908616 0.63642217289317737 -0.59159934739271802 -0.85560803830623633 0.80033838856220241 0.82374462127685544 -0.79490694897515446
leaf_weight=41104 20 27 201 21 21 25 21 37 23 59 86 973 2831 28 33 695 25 22 35 28 137 21 52 22 20 26 20 23 20 37 56556 56 80 197 22 24 20 20 23 28
leaf_count=41104 20 27 201 21 21 25 21 37 23 59 86 973 2831 28 33 695 25 22 35 28 137 21 52 22 20 26 20 23 20 37 56556 56 80 197 22 24 20 20 23 28
internal_value=0 0.233807 0.148476 0.557627 0.893892 -0.105007 -0.0230159 0.469049 -0.318819 0.686588 0.544774 -0.00237044 0.0638994 0.107531 0.941198 0.0942783 -0.0664314 -0.00582065 -0.210957 0.251624 0.277911 -0.775859 0.115667 -0.00612664 0.532742 -0.0407244 -0.0218483 0.0475528 -0.787279 -0.00635797 -0.00654404 0.00444346 -0.0145274 -0.0385401 0.0403332 -0.0788355 -0.529041 0.526567 0.659706 -0.682821
internal_weight=0 701 674 251 186 423 398 110 65 165 145 103018 5098 3817 61 3756 1281 97920 288 860 832 42 73 97875 42 1236 1190 2896 45 97833 97796 41160 56636 1170 2853 225 46 43 45 63
internal_count=103719 701 674 251 186 423 398 110 65 165 145 103018 5098 3817 61 3756 1281 97920 288 860 832 42 73 97875 42 1236 1190 2896 45 97833 97796 41160 56636 1170 2853 225 46 43 45 63
cat_boundaries=0 1 2 3
cat_threshold=1301 2186 55
is_linear=0
shrinkage=0.01


Tree=242
num_leaves=54
num_cat=14
split_feature=25 26 24 0 0 0 24 4 3 16 7 7 8 9 10 25 4 3 25 24 24 3 24 10 18 14 0 24 3 3 0 3 0 25 5 9 7 11 10 24 25 9 4 8 25 25 3 5 9 0 5 0 26
split_gain=385874 417413 644798 335646 402734 301378 264752 312708 595807 883600 241918 476989 236961 414325 644696 247768 231661 209770 234040 615957 197643 185088 427604 369165 177664 174959 161225 183693 205814 184238 152646 157961 143692 134163 174395 163260 127539 119796 202539 115823 209755 289470 111126 108825 100360 91107 90665.6 85851.9 77982.7 49176 76429.8 23306 8211.79
threshold=0 2022.5000000000002 1 384.83520000000004 468.98000000000008 1077.3535000000002 2 266.29450000000003 297.47500000000008 86.964500000000015 152.16750000000005 183.74925000000002 490.81062000000003 553.21400000000006 192.97500000000002 3 1085.2750000000003 472.9221300000001 4 5 6 205.81150000000002 7 264.75500000000005 112.93205000000002 920.44288200000017 507.82280000000009 8 472.9221300000001 143.79350000000002 112.50100000000002 888.10000000000014 748.92250000000013 9 28.532785500000003 94.788750000000007 255.31490000000005 233.68794 89.736750000000015 10 11 384.29599999999999 2.6275000000000004 796.15000000000009 12 13 888.10000000000014 483.06600000000009 2.0798375000000004 86.604000000000028 166.07175000000004 658.11750000000018 2022.5000000000002
decision_type=9 2 1 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 9 1 1 2 1 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 1 9 2 2 2 9 9 2 2 2 2 2 2 2
left_child=1 2 3 17 -5 6 7 33 9 -9 26 -12 13 15 -15 -8 21 18 19 -1 -20 25 23 30 37 39 27 29 -29 -4 31 -23 -28 34 -3 -35 43 46 -39 44 41 -41 -32 -14 48 -42 -24 -46 -2 50 -13 -6 -18
right_child=16 5 10 4 51 -7 12 8 -10 -11 11 49 36 14 -16 -17 52 -19 20 -21 -22 22 24 -25 -26 -27 32 28 -30 -31 42 -33 -34 35 -36 -37 -38 38 -40 40 45 -43 -44 -45 47 -47 -48 -49 -50 -51 -52 -53 -54
leaf_value=0.91601235302900663 -0.21540763741218916 -0.1149121039255705 0.042027585632278062 2.0761205196380614 0.18287858390808104 1.110672942797343 0.32514833999402598 0.44214518078890713 -0.53314032778143883 2.8966405735015872 1.804814667539163 0.049472239679760402 -0.75658256169023197 -0.051234634263174872 1.9770100722789763 -0.12593997549907321 0.77919614701044004 -0.66980876974437553 0.37228229297745613 0.16240620375092055 0.069068951696639 0.1554272046418694 -0.0091648906321007747 1.6399734463899032 -0.90212943854539296 0.75591152318318688 1.1707590900767932 -0.15175226496098262 0.87573564291000372 0.57680380544800691 1.2646366680992975 1.0220295690453571 0.082027307792946133 0.11649063988082975 0.25932936151822406 0.75699563403462256 -1.1994468222902372 -0.17113271667843774 1.2349848980903626 0.061153049312811722 0.0094531684663883026 1.1858839039180591 0.38032993904749551 0.15374507665634154 -0.018638981094009906 -0.017186993910561301 -0.53104737202326457 -0.35287476651080241 0.42558892011642457 -0.17104737345377605 0.80858798799060638 0.65454205599698156 0.53279455737063752
leaf_weight=185 372 617 971 23 20 24 122 55 32 20 22 36 29 42 25 1720 21 23 362 279 547 246 442 23 23 30 22 772 20 69 27 23 27 534 156 43 26 21 20 4484 24803 23 30 24 39449 26591 36 77 20 30 21 22 38
leaf_count=185 372 617 971 23 20 24 122 55 32 20 22 36 29 42 25 1720 21 23 362 279 547 246 442 23 23 30 22 772 20 69 27 23 27 534 156 43 26 21 20 4484 24803 23 30 24 39449 26591 36 77 20 30 21 22 38
internal_value=0 0.0713184 0.14929 0.3079 1.01243 -0.00604264 -0.0138224 0.0882766 0.609255 1.09668 0.0311387 0.48932 -0.0886486 -0.0668849 0.705573 -0.0949819 -0.00592645 0.277301 0.293167 0.47586 0.192558 -0.0063091 0.137154 0.403945 -0.0413255 -0.00764272 0.00475367 -0.0103874 -0.124237 0.0767698 0.329131 0.229523 0.570846 0.0476381 -0.038883 0.161426 -0.62578 -0.00397433 0.514778 -0.00788178 0.00141038 0.0667447 0.799212 -0.344359 -0.0208896 -0.00433098 -0.0484698 -0.0192852 -0.178159 0.156666 0.329146 0.42994 0.620497
internal_weight=0 6920 3451 1461 65 3469 3445 1457 107 75 1990 109 1988 1909 67 1842 96799 1396 1373 464 909 96740 891 349 542 95849 1881 1832 792 1040 326 269 49 1350 773 577 79 519 41 95819 55901 4507 57 53 39918 51394 478 39526 392 87 57 42 59
internal_count=103719 6920 3451 1461 65 3469 3445 1457 107 75 1990 109 1988 1909 67 1842 96799 1396 1373 464 909 96740 891 349 542 95849 1881 1832 792 1040 326 269 49 1350 773 577 79 519 41 95819 55901 4507 57 53 39918 51394 478 39526 392 87 57 42 59
cat_boundaries=0 6 7 8 13 18 19 20 21 22 27 28 34 39 45
cat_threshold=1074823168 16384 4104 174194696 524320 32 348 1571 1073741824 0 0 0 524288 32768 0 0 131072 32 72 272 2160 2593 1073774592 0 0 33685504 524288 2760 536870912 537297024 268435504 1114656 270352 1024 0 536870912 0 32800 262144 346377220 33554992 545882178 268443650 293601348 12544
is_linear=0
shrinkage=0.01


Tree=243
num_leaves=40
num_cat=3
split_feature=2 16 24 5 10 4 3 2 2 3 3 24 4 1 4 5 1 5 8 2 1 1 26 12 12 12 9 9 10 15 5 16 18 10 24 10 4 4 8
split_gain=377049 1.24452e+06 696948 694760 753200 663186 647956 633349 423375 243090 227832 283509 427267 326333 298076 492383 237226 195190 194953 159067 155254 128336 238205 144386 118786 282532 112417 189284 109066 100235 90479.7 88743.9 136586 84930.3 78500.5 49248.6 51349.4 42194.7 12290.4
threshold=364.96250000000003 336.36115000000007 0 112.45200000000001 28.879500000000004 326.59750000000003 472.9221300000001 1070.9310000000003 749.57248000000016 384.83520000000004 39.693700000000007 1 891.77550000000008 38.676010000000012 547.82000000000005 552.55750000000012 413.70875000000007 104.3035 1117.4100000000001 472.9221300000001 198.54500000000004 165.05000000000004 2022.5000000000002 43.225882500000004 1078.0535000000002 1392.9450000000004 340.35000000000008 227.67500000000001 400.0485000000001 124.33250000000002 102.37750000000001 286.14200000000005 819.02500000000009 74.154200000000017 2 109.91553750000001 39.752000000000002 74.563750000000013 1468.3681000000001
decision_type=2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=10 2 3 4 7 6 21 19 17 20 18 16 13 28 15 -15 26 -7 24 -2 -5 23 -23 -4 31 -26 27 29 33 -12 -18 32 34 -13 -1 36 -33 -28 -20
right_child=1 -3 5 9 -6 8 -8 -9 -10 -11 11 12 -14 14 -16 -17 30 -19 38 -21 -22 22 -24 -25 25 -27 37 -29 -30 -31 -32 35 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0045396458717424319 0.7591862261295319 2.3355592327206227 -0.23292502857870975 -0.16135602025758652 2.4284398933693216 -1.2175050268173218 1.5829199064694919 1.8792998665571212 -2.2007333900814965 0.50959799745808476 -0.050214101235244585 0.039692945453532247 1.2948748385111493 0.25442378319907361 -0.94068311178684239 1.7376555243782374 -0.37836782455444334 0.10790303535461426 0.48334929552945227 0.029295889576779137 -1.3773361660185317 0.86262105408467749 -0.2725152447488573 0.6323671890440441 1.3076814751191572 -0.33454075098037722 -0.23536324977874756 0.943111953496933 -0.50899760988780429 0.66385358881950385 -1.2807630844116209 -0.19827349622275323 0.64746105417609212 0.28108177276666868 -0.013627040823521834 -0.53798083546757691 0.21739246858869279 -0.84166764188896526 0.81395777080370035
leaf_weight=41114 48 27 236 21 27 20 26 32 21 23 1150 2723 30 832 20 23 25 25 22 79 21 38 36 21 22 20 24 20 35 20 20 197 32 154 56420 35 35 22 23
leaf_count=41114 48 27 236 21 27 20 26 32 21 23 1150 2723 30 832 20 23 25 25 22 79 21 38 36 21 22 20 24 20 35 20 20 197 32 154 56420 35 35 22 23
internal_value=0 0.230379 0.146047 0.551222 0.884198 -0.104927 0.0628414 0.621968 -1.0283 -0.316797 -0.00232995 0.0628458 0.105888 0.096749 0.266095 0.294324 -0.0657217 -0.481167 -0.00572319 0.30516 -0.769346 -0.0565606 0.310393 -0.16222 -0.00602574 0.525671 -0.0402689 -0.0215184 0.0458639 -0.0380078 -0.779432 -0.006254 -0.00575576 0.052614 -0.00597008 -0.188316 -0.135565 -0.525335 0.652327
internal_weight=0 701 674 251 186 423 357 159 66 65 103018 5098 3817 3787 875 855 1281 45 97920 127 42 331 74 257 97875 42 1236 1190 2912 1170 45 97833 97566 2877 97534 267 232 46 45
internal_count=103719 701 674 251 186 423 357 159 66 65 103018 5098 3817 3787 875 855 1281 45 97920 127 42 331 74 257 97875 42 1236 1190 2912 1170 45 97833 97566 2877 97534 267 232 46 45
cat_boundaries=0 1 2 3
cat_threshold=1301 2186 55
is_linear=0
shrinkage=0.01


Tree=244
num_leaves=34
num_cat=3
split_feature=25 26 2 2 4 7 2 0 0 0 2 4 25 9 0 2 2 5 3 18 10 2 25 14 4 5 8 10 0 0 0 2 26
split_gain=376492 410659 576240 2.98813e+06 312644 393657 480570 293353 277442 476817 241364 224523 209525 209664 684601 343661 358205 227903 178910 305238 462394 237668 183152 171304 139981 117009 151186 108274 101344 78620.4 15435.9 12194.7 8118.21
threshold=0 2022.5000000000002 54.609000000000002 72.196250000000006 521.79500000000019 130.63025000000002 440.02900000000005 1077.3535000000002 413.70875000000007 468.98000000000008 36.122500000000009 1085.2750000000003 1 553.21400000000006 242.5325 440.02900000000005 364.96250000000003 392.81250000000006 205.81150000000002 112.93205000000002 485.19100000000009 597.17782000000011 2 920.44288200000017 44.95750000000001 421.77600000000007 166.61000000000004 1098.7459000000001 1438.4900000000002 7.454158500000001 658.11750000000018 44.716000000000008 2022.5000000000002
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 2 2 2 2
left_child=1 2 8 -4 5 6 -5 12 10 -10 25 18 -3 15 24 16 -14 -17 23 20 21 22 -20 27 -15 26 -1 28 29 -2 -11 -12 -13
right_child=11 7 3 4 -6 -7 -8 -9 9 30 31 32 13 14 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.09491379359915067 -0.011149582138314443 0.32537056349605492 4.075925021605058 0.086173078598076755 -0.62321123796350819 1.404755358134999 0.97337990338985736 1.0954671478271485 2.0121828327178957 0.419348076411656 -0.47930857715152558 0.76864241827101942 -0.037154877536173081 -0.3469300020391291 1.7806152856791462 -0.36262722006658232 1.1893447943528492 -1.4890433570613033 0.25093623580208307 -0.89273412900311611 1.4815029481741098 1.0503290812174479 -0.047980516615955315 0.74800075467427574 0.50225498016675307 0.71401491622130087 -0.52424351492524146 0.55644458770751959 -0.70258251099359426 0.016829783682575809 0.10628932317097983 -0.81261023327060378 0.5236488457729942
leaf_weight=2804 84364 163 22 281 34 34 78 24 20 28 21 21 3041 55 27 82 24 23 385 28 26 27 425 30 30 30 40 34 21 11400 36 23 38
leaf_count=2804 84364 163 22 281 34 34 78 24 20 28 21 21 3041 55 27 82 24 23 385 28 26 27 425 30 30 30 40 34 21 11400 36 23 38
internal_value=0 0.0704535 0.147791 0.481918 0.296747 0.376336 0.278937 -0.00627953 0.0978166 0.664426 0.0815056 -0.00584645 -0.013955 -0.0317023 0.393421 -0.0468224 -0.027551 -0.609366 -0.00622317 0.134826 0.168165 0.127368 0.0966028 -0.00753434 -0.0472177 0.0927589 0.0862055 -0.00777089 -0.00797117 -0.00781884 0.243253 -0.653534 0.61085
internal_weight=0 6920 3451 449 427 393 359 3469 3002 84 2918 96799 3445 3282 112 3170 3065 105 96740 891 863 837 810 95849 85 2874 2844 95819 95785 95764 64 44 59
internal_count=103719 6920 3451 449 427 393 359 3469 3002 84 2918 96799 3445 3282 112 3170 3065 105 96740 891 863 837 810 95849 85 2874 2844 95819 95785 95764 64 44 59
cat_boundaries=0 6 11 17
cat_threshold=1074823168 16384 4104 174194696 524320 32 1073741824 0 4096 0 32 67110400 544 66080 0 8388612 256
is_linear=0
shrinkage=0.01


Tree=245
num_leaves=38
num_cat=3
split_feature=0 11 1 1 5 0 4 1 25 2 10 0 2 3 6 1 7 2 7 0 0 9 5 4 2 4 1 5 3 5 25 3 25 10 8 8 26
split_gain=927744 1.48535e+06 474492 701079 596446 499234 395481 287986 275914 269951 382000 259587 203054 175257 147395 165548 208538 328172 146844 178181 385815 1.05122e+06 377463 169101 691126 321953 129861 108935 86556.2 173653 164818 78022.9 59872.8 138739 85987.9 20801.5 17023.8
threshold=262.14225000000005 620.32400000000007 511.45025000000004 383.83325000000008 897.08550000000014 594.30750000000012 156.17100000000002 661.33164000000011 0 658.86750000000018 522.5150000000001 468.98000000000008 1070.9310000000003 1077.3535000000002 18.136800000000001 542.71780000000012 421.77600000000007 169.99800000000002 615.99125000000015 52.192250000000008 85.033590000000018 92.610000000000028 392.81250000000006 483.06600000000009 58.710000000000001 1.1155000000000002 22.782250000000005 161.25550000000001 143.79350000000002 190.63000000000002 1 227.10500000000002 2 901.21050000000014 678.89998000000014 29.932147000000004 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2
left_child=8 2 3 4 9 7 -7 -4 13 10 -2 -5 14 18 28 16 26 -18 19 23 21 -21 -22 25 -25 -1 -16 35 32 30 -30 -31 33 -10 -34 -20 -14
right_child=1 -3 5 11 -6 6 -8 -9 12 -11 -12 -13 36 -15 15 -17 17 -19 27 20 22 -23 -24 24 -26 -27 -28 -29 29 31 -32 -33 34 -35 -36 -37 -38
leaf_value=0.067303644941667615 0.17350340865713892 2.3054327313559395 0.73639012764240142 -0.292143528064092 1.9188301074504852 0.95638223301280634 -0.98656531620025634 2.122767765445094 0.0052981083744837055 -0.79325840932982306 1.536760155359904 -1.7629341665903726 -0.84808877530305282 0.71211928949123482 0.015399606512248976 -0.80426736873129145 0.16585544576410388 1.5905219736966221 -0.27332353541725563 0.34102041269001893 0.15963812092085727 2.7856338033676149 -0.88250657294925894 -0.11292058889416681 1.665111587047577 -0.149408492977433 0.13532481382374786 -0.94922854216202457 0.28373386236826581 0.13762842337290446 -0.028164618521155815 0.85884438276290898 -0.014540384781975288 0.83865357017517084 0.54990173763699002 0.12510873889923096 -0.47460209589738112
leaf_weight=5018 969 35 29 24 20 22 20 31 17674 28 21 24 23 41 4659 23 61 22 38 146 407 20 38 69 32 794 1120 23 215 24 684 40 70917 20 27 20 26
leaf_count=5018 969 35 29 24 20 22 20 31 17674 28 21 24 23 41 4659 23 61 22 38 146 407 20 38 69 32 794 1120 23 215 24 684 40 70917 20 27 20 26
internal_value=0 0.275062 0.215245 0.153997 0.208634 0.867355 0.0311691 1.45269 -0.00200491 0.175035 0.202421 -1.02754 -0.00634125 0.0602481 -0.00601166 0.0424675 0.0457897 0.543478 0.0562928 0.0615467 0.224123 0.635552 0.070646 0.0447474 0.450416 0.0376978 0.0386417 -0.366869 -0.00919577 0.0850994 0.0492702 0.588388 -0.0102202 0.00623655 -0.0143235 -0.135933 -0.649912
internal_weight=0 1223 1188 1086 1038 102 42 60 102181 1018 990 48 95535 6646 95486 5885 5862 83 6605 6524 611 166 445 5913 101 5812 5779 81 89601 963 899 64 88638 17694 70944 58 49
internal_count=103404 1223 1188 1086 1038 102 42 60 102181 1018 990 48 95535 6646 95486 5885 5862 83 6605 6524 611 166 445 5913 101 5812 5779 81 89601 963 899 64 88638 17694 70944 58 49
cat_boundaries=0 6 11 17
cat_threshold=1073774848 536870912 529152 141697322 537657376 32 9437696 32 40 0 8396800 68157572 2462220332 46 100763136 343949458 8
is_linear=0
shrinkage=0.01


Tree=246
num_leaves=41
num_cat=3
split_feature=0 11 1 1 5 0 4 1 25 2 10 0 14 12 9 10 9 12 15 2 16 9 6 1 7 2 6 9 1 5 25 14 1 4 0 12 25 2 26 9
split_gain=909280 1.45579e+06 465050 687128 584577 489299 387611 282255 270421 264579 374820 254421 240985 300562 1.18919e+06 345041 259886 207016 263267 199013 198349 165890 144460 162253 204388 321641 135830 275430 127277 79738.7 188135 130058 89457.8 80297.9 74094.8 72655.8 69466.3 50333 16685 2813.48
threshold=262.14225000000005 620.32400000000007 511.45025000000004 383.83325000000008 897.08550000000014 594.30750000000012 156.17100000000002 661.33164000000011 0 658.86750000000018 485.19100000000009 468.98000000000008 9.9501000000000008 218.14250000000004 367.7580000000001 40.081250000000011 367.7580000000001 564.6037500000001 450.81000000000006 1070.9310000000003 352.21000000000004 273.79200000000003 18.136800000000001 542.71780000000012 421.77600000000007 169.99800000000002 264.52500000000003 252.70150000000004 22.782250000000005 107.74675000000001 1 105.905 383.83325000000008 208.21944900000003 162.49250000000004 422.87500000000006 2 42.530000000000008 2022.5000000000002 792.15000000000009
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2
left_child=8 2 3 4 9 7 -7 -4 12 10 -2 -5 13 16 15 35 20 18 26 22 21 -1 29 24 28 -26 27 -14 -24 32 31 -31 36 -32 -34 -15 -10 39 -21 -18
right_child=1 -3 5 11 -6 6 -8 -9 19 -11 -12 -13 17 14 -16 -17 37 -19 -20 38 -22 -23 23 -25 25 -27 -28 -29 -30 30 33 -33 34 -35 -36 -37 -38 -39 -40 -41
leaf_value=0.065543089756986972 0.1690783316536271 2.282378338950021 0.7290262294637746 -0.28922209764520329 1.8996418229341507 0.9468183682181619 -0.97669963359832768 2.1015400766557262 0.010415226488115444 -0.78532580648149763 1.4092885181427002 -1.7453048102060953 -0.17133481173101839 0.10095880002975464 2.7924763031005857 1.0701076845968924 -0.24688896656800541 -1.0543533364931743 1.0205370030403136 -0.83960787234099021 0.76793344567461719 0.71174750423431388 0.01524561135245063 -0.79622469155684761 0.16419689166741294 1.5746167243610729 -0.77987100571393964 0.83685667827211574 0.13397156495346488 0.20443813607213393 -0.054852554331828368 0.96329673071702315 -0.14982898331335767 0.321237906025302 -0.78543960475921637 -0.4708375508785248 -0.013572621135443028 -0.80160331298565046 -0.46985606963817889 -0.38118383059134853
leaf_weight=5812 965 35 29 24 20 22 20 31 14428 28 25 24 413 50 20 31 39 24 20 23 41 40 4659 23 61 22 32 29 1120 383 673 24 221 62 20 40 73790 29 26 26
leaf_count=5812 965 35 29 24 20 22 20 31 14428 28 25 24 413 50 20 31 39 24 20 23 41 40 4659 23 61 22 32 29 1120 383 673 24 221 62 20 40 73790 29 26 26
internal_value=0 0.272311 0.213092 0.152457 0.206548 0.858682 0.0308574 1.43816 -0.00198461 0.173285 0.200397 -1.01726 0.0596456 0.0772427 0.533598 0.16023 0.066495 -0.147378 -0.103315 -0.00627757 0.0748162 0.0699601 -0.00595128 0.0420428 0.0453318 0.538043 -0.150735 -0.105187 0.0382553 -0.00910353 0.0739229 0.243211 -0.0101754 -0.0228175 -0.202577 -0.153173 -0.00964978 -0.45517 -0.643413 -0.300607
internal_weight=0 1223 1188 1086 1038 102 42 60 102181 1018 990 48 6646 6128 141 121 5987 518 494 95535 5893 5852 95486 5885 5862 83 474 442 5779 89601 1142 407 88459 735 241 90 88218 94 49 65
internal_count=103404 1223 1188 1086 1038 102 42 60 102181 1018 990 48 6646 6128 141 121 5987 518 494 95535 5893 5852 95486 5885 5862 83 474 442 5779 89601 1142 407 88459 735 241 90 88218 94 49 65
cat_boundaries=0 6 12 18
cat_threshold=1073774848 536870912 529152 141697322 537657376 32 263680 560 32 98304 8260 8192 68157572 2160230432 65582 100763136 75514002 8
is_linear=0
shrinkage=0.01


Tree=247
num_leaves=47
num_cat=8
split_feature=0 11 1 1 5 24 0 6 1 25 25 24 3 8 2 2 25 0 12 2 0 2 18 0 7 16 1 3 24 5 9 25 25 8 5 9 6 6 1 6 2 14 11 8 16 26
split_gain=891186 1.42682e+06 455796 673454 572944 524864 479562 468161 276638 266743 265040 312767 693892 325565 460606 2.80398e+06 468931 249358 243376 334236 250986 195053 163180 162532 233791 185275 145947 143509 243243 234322 195535 180002 151365 149481 115304 114044 111194 190431 107953 97765 127531 112786 101545 84343.1 32808.1 16353
threshold=262.14225000000005 620.32400000000007 511.45025000000004 383.83325000000008 897.08550000000014 0 594.30750000000012 243.82689999999999 661.33164000000011 1 2 3 1077.3535000000002 16.667500000000004 54.609000000000002 73.798500000000018 4 468.98000000000008 162.43300000000002 334.93500000000006 61.978000000000002 1070.9310000000003 74.855500000000021 74.41500000000002 111.65720550000002 336.36115000000007 93.893500000000017 117.54253850000002 5 190.63000000000002 3.1386600000000007 6 7 60.494250000000008 263.89280000000008 53.732500000000009 543.52500000000009 303.53610000000003 884.13250000000005 18.764800000000005 364.96250000000003 1092.2134000000003 46.368315000000003 796.15000000000009 137.55900000000003 2022.5000000000002
decision_type=2 2 2 2 2 1 2 2 2 9 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 7 8 -2 -4 -7 11 12 13 14 16 -16 -1 -5 22 20 35 27 23 25 -25 -13 44 39 29 31 -31 -29 33 -30 -34 -20 37 -15 -8 41 42 43 -41 -12 -24 -23
right_child=1 -3 6 17 -6 9 38 -9 -10 -11 21 18 -14 36 15 -17 -18 -19 19 -21 -22 45 26 24 -26 -27 -28 28 32 30 -32 -33 34 -35 -36 -37 -38 -39 -40 40 -42 -43 -44 -45 -46 -47
leaf_value=0.46359342813491822 0.4108897913745011 2.2595546084812712 0.72173597598897998 -0.2863298737506072 1.8806453769207003 -0.39911930939843582 0.5139367788488215 1.7720510387420654 2.0805246939197666 0.10860055749686331 -0.0099803552151210961 -0.042997150500238286 1.8225806506474813 -0.18580777970087189 4.1572595567703248 0.24188094510096256 0.063260724479186861 -1.7278517691294351 0.14529759468970363 1.5864983825683596 0.98635308173394975 -0.83121181322180704 -0.14402396340479798 0.093404508180218962 0.91304613419941494 0.74707916831970211 -1.1397831353687105 0.36740162793355496 0.10462109835987742 1.0577050134870742 0.050787298520406088 0.046348955364900919 -0.085164069897467415 1.0100380895448768 -0.64833699311965542 -0.64418979485829664 -0.89233747887611392 0.79730399086361847 -0.50117780399322509 0.016635861288444742 0.62703948948118426 0.72275021689278751 0.17327529278229428 -0.4636435682853548 -0.59319121086597437 -0.46515751435206493
leaf_weight=326 259 35 29 24 20 114 22 28 31 617 88421 2792 24 319 20 214 2355 24 77 20 31 23 87 203 42 30 21 243 88 54 30 597 536 23 39 24 20 21 20 4905 36 21 452 41 20 26
leaf_count=326 259 35 29 24 20 114 22 28 31 617 88421 2792 24 319 20 214 2355 24 77 20 31 23 87 203 42 30 21 243 88 54 30 597 536 23 39 24 20 21 20 4905 36 21 452 41 20 26
internal_value=0 0.269588 0.210961 0.150932 0.204482 0.171552 0.850095 0.52538 1.42378 0.0251036 -0.00196477 0.0590491 0.12803 0.116003 0.151042 0.576529 0.113905 -1.00709 -0.00912175 0.381804 0.199275 -0.0062148 -0.0277483 -0.0131486 0.233915 -0.034598 -0.377573 -0.00589177 0.0877208 0.192426 0.698092 0.144151 -0.0553097 0.268079 -0.121253 -0.0423034 -0.167711 -0.125086 0.0305489 -0.00749725 0.0338388 -0.0100167 0.0298524 -0.0101906 -0.22798 -0.636979
internal_weight=0 1223 1188 1086 1038 1018 102 287 60 731 102181 6646 3299 3275 2915 234 2681 48 3347 152 132 95535 3195 3067 245 2822 128 95486 1610 924 84 840 686 111 575 101 360 340 42 93876 5393 88483 5357 88462 107 49
internal_count=103404 1223 1188 1086 1038 1018 102 287 60 731 102181 6646 3299 3275 2915 234 2681 48 3347 152 132 95535 3195 3067 245 2822 128 95486 1610 924 84 840 686 111 575 101 360 340 42 93876 5393 88483 5357 88462 107 49
cat_boundaries=0 1 5 11 12 17 18 23 29
cat_threshold=2096 0 0 512 35651586 1073774848 536870912 529152 141697322 537657376 32 1115 0 536870912 4096 131330 32 2417 68174336 16416 0 33554432 4 66560 512 8 0 8192 4096
is_linear=0
shrinkage=0.01


Tree=248
num_leaves=43
num_cat=9
split_feature=0 4 9 13 10 25 1 2 25 24 3 8 2 2 25 12 2 0 2 18 0 7 16 1 3 24 1 1 25 8 9 0 10 0 25 0 25 10 7 25 4 26
split_gain=873290 1.40987e+06 744013 441879 448855 637868 559518 319746 259826 306615 680071 319123 451402 2.74818e+06 459914 238533 327585 245992 191171 159933 159297 229138 181588 143043 140730 238489 211038 286712 148352 146506 111774 104328 145504 90389.6 248946 303868 129436 104501 76258.6 60383.1 34017.1 16027.5
threshold=262.14225000000005 891.77550000000008 677.44800000000009 564.6037500000001 522.5150000000001 0 511.45025000000004 472.9221300000001 1 2 1077.3535000000002 16.667500000000004 54.609000000000002 73.798500000000018 3 162.43300000000002 334.93500000000006 61.978000000000002 1070.9310000000003 74.855500000000021 74.41500000000002 111.65720550000002 336.36115000000007 93.893500000000017 117.54253850000002 4 511.45025000000004 61.114000000000011 5 60.494250000000008 53.732500000000009 131.25500000000002 228.79300000000003 7.454158500000001 6 135.39907500000001 7 1098.7459000000001 329.28675000000004 8 30.225500000000004 2022.5000000000002
decision_type=2 2 2 2 2 9 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 9 2 9 2 2 9 2 2
left_child=8 2 3 4 5 6 -2 -7 9 10 11 12 14 -14 -1 19 17 30 24 20 22 -22 -11 40 33 26 27 -26 29 -27 -17 32 -13 37 35 -35 -36 39 -30 -10 -21 -20
right_child=1 -3 -4 -5 -6 7 -8 -9 18 15 -12 31 13 -15 -16 16 -18 -19 41 23 21 -23 -24 -25 25 28 -28 -29 38 -31 -32 -33 -34 34 36 -37 -38 -39 -40 -41 -42 -43
leaf_value=0.45909546625046505 0.33194473655025164 2.3382353079319 1.8522919626147658 -1.2306248742883856 1.4283893544098427 0.013546350449323655 1.3873547103487212 -1.2120075585625387 0.0055925918665807482 -0.042567177971873038 1.8043548663457236 -0.17442997657601744 4.1156869726181036 0.23946213489380952 0.062630793128406775 0.14384461786839869 1.5706334133148192 0.97648959313669514 -0.82289967744246773 -0.14021132489730573 0.092470469289812562 0.90391569103513447 0.7396083879470825 -1.1283853258405414 0.12567335082491515 0.1035748862983151 -0.82343778872489937 0.56979577283282856 -0.098620849592422233 0.99993770309116525 -0.63774789333343507 -0.66158241893115799 0.56813198566436773 0.09063997680088505 0.024164130983108413 0.56275296050707502 -0.060394838794351764 0.5517586447975853 -0.68630626015041185 -0.015418256992581781 -0.59757925462722783 -0.46050594293154207
leaf_weight=326 375 32 27 22 29 658 58 22 17230 2792 24 293 20 214 2355 77 20 31 23 87 203 42 30 21 722 88 20 182 552 23 24 38 29 1496 6074 150 2567 33 23 66326 20 26
leaf_count=326 375 32 27 22 29 658 58 22 17230 2792 24 293 20 214 2355 77 20 31 23 87 203 42 30 21 722 88 20 182 552 23 24 38 29 1496 6074 150 2567 33 23 66326 20 26
internal_value=0 0.266868 0.211215 0.173148 0.200191 0.16819 0.462632 -0.0257256 -0.0019442 0.0584665 0.126766 0.114859 0.149549 0.570763 0.112785 -0.00903053 0.377986 0.197282 -0.00615222 -0.0274709 -0.0130171 0.231575 -0.0342521 -0.373797 -0.00583242 0.0868693 0.190546 0.215087 -0.0547566 0.265398 -0.0418803 -0.166034 -0.107553 -0.00742228 0.020549 0.132856 -0.000996755 -0.0108646 -0.120041 -0.0110868 -0.225701 -0.630609
internal_weight=0 1223 1191 1164 1142 1113 433 680 102181 6646 3299 3275 2915 234 2681 3347 152 132 95535 3195 3067 245 2822 128 95486 1610 924 904 686 111 101 360 322 93876 10287 1646 8641 83589 575 83556 107 49
internal_count=103404 1223 1191 1164 1142 1113 433 680 102181 6646 3299 3275 2915 234 2681 3347 152 132 95535 3195 3067 245 2822 128 95486 1610 924 904 686 111 101 360 322 93876 10287 1646 8641 83589 575 83556 107 49
cat_boundaries=0 6 12 13 18 19 25 31 37 43
cat_threshold=9486848 0 0 33554432 64 4096 1073774848 536870912 529152 141697322 537657376 32 1115 0 536870912 4096 131330 32 2417 66560 512 8 0 8192 4096 71303300 33554440 536936488 1024 0 4096 54339112 2149581056 278964290 0 302002245 8192 19072 2428665908 68 117539328 343958978 8
is_linear=0
shrinkage=0.01


Tree=249
num_leaves=49
num_cat=10
split_feature=0 11 1 1 24 2 1 0 2 4 1 25 24 8 2 2 12 25 24 0 0 12 2 0 2 25 18 25 6 1 1 6 7 2 4 1 25 7 9 1 24 25 10 10 4 0 1 2
split_gain=855909 1.39353e+06 434729 662268 557633 1.30269e+06 583741 470329 387330 381289 271265 254718 300584 280969 485965 2.64916e+06 582059 400233 817246 296268 245350 233786 321066 241096 187367 178989 156750 157844 273928 140196 139892 154004 199821 314609 126099 130377 123087 119009 109550 78029.8 73030.6 72634.8 126781 74372.4 33340.1 31987.2 17107.9 267.932
threshold=262.14225000000005 620.32400000000007 511.45025000000004 383.83325000000008 0 512.13625000000013 262.64538500000009 594.30750000000012 542.8678000000001 156.17100000000002 661.33164000000011 1 2 16.667500000000004 54.609000000000002 73.798500000000018 62.185400000000008 3 4 172.78900000000002 468.98000000000008 162.43300000000002 334.93500000000006 61.978000000000002 1070.9310000000003 5 74.855500000000021 6 448.18200000000007 93.893500000000017 542.71780000000012 18.136800000000001 421.77600000000007 169.99800000000002 326.59750000000003 262.64538500000009 7 3.4445000000000001 53.732500000000009 8.0730000000000022 8 9 796.68750000000011 556.40500000000009 30.225500000000004 23.455000000000002 661.33164000000011 1439.8675000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 9 1 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 9 2 2 2 1 9 2 2 2 2 2 2
left_child=11 2 3 4 5 6 -2 10 25 -9 -4 12 13 14 17 -16 -17 18 -1 -19 -5 26 23 38 30 -6 27 40 -29 44 31 41 36 -34 35 39 -33 45 -23 -15 -14 42 -13 -43 -28 46 -32 -26
right_child=1 -3 7 20 8 -7 -8 9 -10 -11 -12 24 21 34 15 16 -18 19 -20 -21 -22 22 -24 -25 47 -27 29 28 -30 -31 37 32 33 -35 -36 -37 -38 -39 -40 -41 -42 43 -44 -45 -46 -47 -48 -49
leaf_value=1.0881689536382282 0.25961503494573346 2.2308110555921283 0.70339234845391629 -0.28578465429445105 0.39365172110497954 2.7761886240088423 1.9662751433962868 0.92729246052828707 -1.2357259220123291 -0.98047539615631107 2.0489209221255393 0.0086998500349620804 0.00020435333251953125 -0.23217993109566823 4.0745303201675416 0.10905771991116318 1.8986904892921448 0.057948118769820652 0.056846187146789823 0.87718193923102494 -1.7156741142272949 0.14240616587849406 1.5549270915985107 0.96672469662081817 -0.60319518477828415 -0.054666315300823894 -0.13880921228178617 0.0043948753756477893 0.80921707596889758 -1.1171014676775251 0.11178901723452978 0.067809082443895233 0.16181457058328097 1.556730847575448 0.58144796869029169 -0.80193278043500837 -0.032365291267549202 -0.92036739569443926 -0.63137041568756103 0.1049503945018731 -0.2700619716223106 -0.012745244380842629 0.80533046913146977 -0.4024685066573474 -0.59160345649719237 -0.47507216617978854 -0.17685865219537314 -0.65020812468095257
leaf_weight=116 439 35 29 24 102 23 21 22 25 20 31 17705 156 210 20 199 20 2320 213 45 24 77 20 31 27 428 87 2561 43 21 28 4020 61 22 23 31 1759 26 24 102 307 71690 20 49 20 29 77 22
leaf_count=116 439 35 29 24 102 23 21 22 25 20 31 17705 156 210 20 199 20 2320 213 45 24 77 20 31 27 428 87 2561 43 21 28 4020 61 22 23 31 1759 26 24 102 307 71690 20 49 20 29 77 22
internal_value=0 0.2642 0.206261 0.147635 0.200739 0.444453 0.337528 0.83045 -0.019023 0.0188316 1.39858 -0.0019243 0.0578897 0.125514 0.158495 0.590656 0.272495 0.120155 0.441847 0.0732265 -1.00073 -0.00894022 0.374207 0.195309 -0.00609075 0.0380097 -0.0271962 -0.0128869 0.0176173 -0.370059 -0.00577414 -0.00527825 0.0443765 0.531551 -0.135354 -0.183419 0.0373795 -0.301217 -0.0414615 -0.121964 -0.180921 -0.00853181 0.00959332 -0.0130096 -0.223444 -0.181083 -0.0998859 -0.624303
internal_weight=0 1223 1188 1086 1038 483 460 102 555 42 60 102181 6646 3299 2933 239 219 2694 329 2365 48 3347 152 132 95535 530 3195 3067 2604 128 95486 95326 5862 83 366 343 5779 160 101 312 463 89464 17725 71739 107 134 105 49
internal_count=103404 1223 1188 1086 1038 483 460 102 555 42 60 102181 6646 3299 2933 239 219 2694 329 2365 48 3347 152 132 95535 530 3195 3067 2604 128 95486 95326 5862 83 366 343 5779 160 101 312 463 89464 17725 71739 107 134 105 49
cat_boundaries=0 1 7 8 13 14 20 25 31 32 38
cat_threshold=2672 1073774848 536870912 529152 141697322 537657376 32 1115 0 536870912 4096 131330 32 66 1049088 16384 32 0 0 256 0 536870912 0 131362 262176 121980588 270533136 276824161 33554496 268443972 12544 2176 68158084 2193784864 65582 67208704 343957634 8
is_linear=0
shrinkage=0.01


Tree=250
num_leaves=43
num_cat=10
split_feature=0 16 18 16 16 25 1 4 2 24 2 0 10 25 24 0 0 7 12 25 0 2 0 25 25 2 6 4 24 0 1 2 3 4 6 2 12 3 24 25 2 4
split_gain=554043 1.33363e+06 801228 777037 574954 499637 1.22059e+06 665348 398411 279325 411638 193035 595205 358931 415640 756889 3.71086e+06 306312 215255 202508 187354 818103 227542 180289 175930 493008 349710 142801 130532 127509 124342 114615 133018 247271 115429 103123 101291 54794 41863.3 4289.58 332.22 172.545
threshold=335.27750000000009 371.63775000000004 243.40690000000004 36.750750000000004 153.68000000000004 0 335.00670000000008 195.82340000000002 46.416000000000004 1 123.28700000000002 6.6497500000000009 901.21050000000014 2 3 31.574700000000004 22.151894000000002 71.955535000000012 621.24200000000008 4 14.254000000000003 117.51455000000003 63.922000000000004 5 6 261.97000000000008 207.31054000000003 672.57974000000002 7 219.99000000000004 79.745000000000019 749.57248000000016 670.0675 1085.2750000000003 66.245000000000019 1070.9310000000003 181.65750000000006 15.083500000000003 8 9 1070.9310000000003 1085.2750000000003
decision_type=2 2 2 2 2 9 2 2 2 1 2 2 2 9 1 2 2 2 2 9 2 2 2 9 9 2 2 2 1 2 2 2 2 2 2 2 2 2 1 9 2 2
left_child=11 2 3 5 -5 6 8 -8 -2 30 -11 19 13 14 15 16 -13 -17 23 38 21 -16 -22 36 25 27 35 28 -21 -25 -7 32 33 -26 -34 -27 -15 40 -1 -40 -33 -29
right_child=1 -3 -4 4 -6 9 7 -9 -10 10 -12 12 -14 18 20 17 -18 -19 -20 24 22 -23 -24 29 31 26 -28 41 -30 -31 -32 37 34 -35 -36 -37 -38 -39 39 -41 -42 -43
leaf_value=-0.033094326544177627 0.55150547144533713 2.2166995603388004 -1.6727376987623133 2.7688021249771118 0.45048943726912788 -0.10323391899149469 3.4780430724620817 0.89860891151428224 -0.73014776693071637 0.01904983917621408 0.77567107890241882 -0.054034187045503168 1.7149322219122025 0.028996497128177007 0.19202841720522429 -0.24184674373571421 5.0888955626487737 1.1636756887435913 1.0442891511917114 0.070517457365837116 -0.063478956928261068 2.1887455402721061 0.19303316659422337 -0.040136941799528383 -0.012021926485897082 0.2783314702510834 1.7566546244848342 -0.49056883970896403 -0.0064229187774025708 -0.30691305012451975 -0.59956545677737916 -0.55737427876545831 -0.18529241180419923 0.86719952046871185 -0.98207334995269779 0.95331152951275855 0.35426315285035015 0.022574352082752047 -0.19392947502399921 -0.32941206580433763 -0.60792664087735693 -0.52775183310875529
leaf_weight=119 79 33 23 20 23 188 20 20 35 317 93 47 21 7367 305 69 20 20 20 3799 717 22 668 3141 80252 140 21 24 5239 190 69 26 75 32 24 27 97 21 207 169 26 26
leaf_count=119 79 33 23 20 23 188 20 20 35 317 93 47 21 7367 305 69 20 20 20 3799 717 22 668 3141 80252 140 21 24 5239 190 69 26 75 32 24 27 97 21 207 169 26 26
internal_value=0 0.242783 0.169345 0.218382 1.52877 0.14975 0.643578 2.18833 0.158015 0.025699 0.186134 -0.00371297 0.0327829 0.0299976 0.157602 0.637496 1.48117 0.074001 0.00780442 -0.0088516 0.110426 0.326364 0.0602395 0.00589135 -0.00772588 0.0334899 0.540402 0.0230405 0.0259888 -0.0551882 -0.227633 -0.0124813 -0.0121232 -0.0116715 -0.378451 0.38746 0.0331791 -0.408545 -0.208548 -0.261781 -0.58265 -0.509904
internal_weight=0 920 887 864 43 821 154 40 114 667 410 102931 12704 12683 1868 156 67 89 10815 90227 1712 327 1385 10795 89732 9276 188 9088 9038 3331 257 80456 80383 80284 99 167 7464 73 495 376 52 50
internal_count=103851 920 887 864 43 821 154 40 114 667 410 102931 12704 12683 1868 156 67 89 10815 90227 1712 327 1385 10795 89732 9276 188 9088 9038 3331 257 80456 80383 80284 99 167 7464 73 495 376 52 50
cat_boundaries=0 4 5 11 12 17 23 29 30 31 36
cat_threshold=1048576 0 512 33554432 2691 79724676 0 65544 2097152 0 4096 1024 1073741824 0 4096 0 262144 54330880 2183152140 278954082 9216 268448004 8192 805306624 537018528 898 208834858 1140859906 1056 1603 131 0 0 4096 0 262144
is_linear=0
shrinkage=0.01


Tree=251
num_leaves=32
num_cat=6
split_feature=11 10 0 14 2 3 0 25 24 0 0 2 0 13 2 10 0 4 25 25 2 4 2 2 4 3 24 3 0 25 0
split_gain=650310 1.83713e+06 457266 625587 1.86878e+06 319944 237220 375207 440432 501246 1.60798e+06 384883 661576 259134 508438 354969 256345 243561 197558 157898 510189 181404 157514 103752 140072 50817.7 40951.3 35685.5 13760.2 4142.75 452.164
threshold=1092.2834 130.02000000000001 883.10000000000014 93.385000000000005 334.93500000000006 126.29875000000003 6.6497500000000009 0 1 30.551000000000005 25.512800000000002 111.58832500000001 16.660407500000005 368.06200000000007 749.57248000000016 522.5150000000001 149.11750000000004 178.60500000000002 2 3 1070.9310000000003 767.98765000000014 38.784000000000006 749.57248000000016 1085.2750000000003 15.083500000000003 4 12.615500000000003 1438.4900000000002 5 1077.3535000000002
decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 1 2 2 9 2
left_child=2 -2 6 4 5 28 18 8 9 10 -8 22 -13 14 15 -9 -11 27 26 20 21 -20 -10 24 -21 -25 -1 -15 30 -28 -4
right_child=1 -3 3 -5 -6 -7 7 13 11 16 -12 12 -14 17 -16 -17 -18 -19 19 23 -22 -23 -24 25 -26 -27 29 -29 -30 -31 -32
leaf_value=-0.032789035139157791 -0.20961518148096597 3.4275622467767626 0.20259335543658283 -1.1659921798706054 3.5692456092834473 1.4393950126284645 0.50807936284660304 0.011671643740675761 0.05656576209290317 -0.11107521350825987 3.5057353069101063 2.1768681492805482 0.29122256696893928 -0.49665470767021175 1.3884763918982612 1.0832063095800337 0.57722341584662595 -1.5403986165523529 0.030083064583580125 -0.012164180663183113 1.2918733221292495 -0.61354505365545098 -0.29635207591762003 -0.56214390904295675 0.6298263987372904 0.02234862282162621 -0.19207955004432783 0.093564411344982334 -0.050532385349273685 -0.32613359293241184 0.15464914480845132
leaf_weight=119 41 21 37 20 20 21 121 11358 1156 124 21 20 267 20 27 31 96 20 9186 80323 32 44 142 51 34 21 207 21 40 168 42
leaf_count=119 41 21 37 20 20 21 121 11358 1156 124 21 20 267 20 27 31 96 20 9186 80323 32 44 142 51 34 21 207 21 40 168 42
internal_value=0 1.02233 -0.00212609 0.501457 0.709888 0.301409 -0.00300096 0.0362186 0.1642 0.475103 0.951395 0.0906594 0.422626 0.0143518 0.0178377 0.0145883 0.189273 -0.635676 -0.00883878 -0.00772748 0.0313511 0.0270148 0.0179569 -0.012231 -0.0118925 -0.391667 -0.206275 -0.194347 0.100588 -0.259047 0.177104
internal_weight=0 62 103789 180 160 140 103609 13424 1947 362 142 1585 287 11477 11416 11389 220 61 90185 89691 9262 9230 1298 80429 80357 72 494 41 119 375 79
internal_count=103851 62 103789 180 160 140 103609 13424 1947 362 142 1585 287 11477 11416 11389 220 61 90185 89691 9262 9230 1298 80429 80357 72 494 41 119 375 79
cat_boundaries=0 6 7 12 18 19 24
cat_threshold=71335940 0 65544 0 16 4096 1056 1073741824 0 4096 0 262144 805306624 537018528 898 208834858 1140859906 1056 131 0 0 4096 0 262144
is_linear=0
shrinkage=0.01


Tree=252
num_leaves=32
num_cat=4
split_feature=11 2 0 14 2 3 0 25 13 2 9 1 26 5 6 3 2 25 2 25 2 2 1 2 3 26 13 0 25 26 26
split_gain=637370 1.70334e+06 448167 613138 1.83159e+06 313577 232505 367740 253977 498320 272021 269396 242985 390065 343143 901316 217814 193842 172910 154756 500036 149166 112125 101687 122030 105152 40316.2 38487.4 17500.1 10064.5 4740.78
threshold=1092.2834 15.581850000000001 883.10000000000014 93.385000000000005 334.93500000000006 126.29875000000003 6.6497500000000009 0 368.06200000000007 749.57248000000016 145.75200000000004 198.54500000000004 2022.5000000000002 552.55750000000012 303.53610000000003 7.8873450000000007 126.32675000000002 1 542.8678000000001 2 1070.9310000000003 261.97000000000008 190.85750000000002 749.57248000000016 670.0675 2022.5000000000002 522.5150000000001 1077.3535000000002 3 2022.5000000000002 2022.5000000000002
decision_type=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 2 9 2 2
left_child=2 -2 6 4 5 22 17 12 9 10 -9 26 13 16 18 -16 -8 28 -14 20 21 -19 27 24 -21 -25 -10 -4 30 -30 -1
right_child=1 -3 3 -5 -6 -7 7 8 11 -11 -12 -13 14 -15 15 -17 -18 19 -20 23 -22 -23 -24 25 -26 -27 -28 -29 29 -31 -32
leaf_value=-0.088485948203975318 -0.13167804468245733 3.4140609850883483 -0.34428335062662763 -1.1543322563171388 3.5335531387329104 1.4250010517665319 0.18427491838828147 0.0064868790617551774 0.15614939832687377 1.3745915815565319 0.314668495018466 -1.5808153948783874 0.023477852107854663 1.464387034310235 2.4079480859095401 0.041709643880526226 0.64334833203744479 0.02150812374753816 -0.85446460120055989 -0.011343008595306868 1.2789545676112175 0.33536262985947846 0.74412385767156419 -0.78067443847656248 -0.36443228463737337 -0.016065216966577478 -0.47119672616322839 0.086686562459860284 -0.34379855070263149 -0.21604678811145431 -0.17622816843252917
leaf_weight=117 42 20 30 20 20 21 786 11095 20 27 294 20 910 27 22 60 119 9076 23 80259 32 154 22 35 98 37 21 67 128 119 130
leaf_count=117 42 20 30 20 20 21 786 11095 20 27 294 20 910 27 22 60 119 9076 23 80259 32 154 22 35 98 37 21 67 128 119 130
internal_value=0 1.01211 -0.00210536 0.496443 0.702789 0.298395 -0.00297148 0.0358564 0.0142082 0.0176593 0.0144424 -0.629319 0.162558 0.279975 0.0563444 0.676554 0.244639 -0.008751 0.00183511 -0.0076502 0.0310375 0.0267447 0.0995817 -0.0121087 -0.0117736 -0.38775 -0.165174 -0.0466031 -0.204322 -0.271268 -0.129426
internal_weight=0 62 103789 180 160 140 103609 13424 11477 11416 11389 61 1947 932 1015 82 905 90185 933 89691 9262 9230 119 80429 80357 72 41 97 494 247 247
internal_count=103851 62 103789 180 160 140 103609 13424 11477 11416 11389 61 1947 932 1015 82 905 90185 933 89691 9262 9230 119 80429 80357 72 41 97 494 247 247
cat_boundaries=0 6 11 17 22
cat_threshold=71335940 0 65544 0 16 4096 1073741824 0 4096 0 262144 805306624 537018528 898 208834858 1140859906 1056 0 0 0 0 262144
is_linear=0
shrinkage=0.01


Tree=253
num_leaves=29
num_cat=4
split_feature=11 10 0 15 7 2 0 25 13 2 10 1 2 0 6 6 2 25 25 2 2 2 3 10 3 25 0 0
split_gain=624686 1.78217e+06 439249 603195 391598 521215 227879 360422 248923 488404 347304 264035 239927 685979 629932 281934 196933 189984 151838 444736 135676 96993.9 116682 65391.9 52321.8 17151.9 11843.9 18794.1
threshold=1092.2834 130.02000000000001 883.10000000000014 82.550000000000011 6.6365000000000007 165.38000000000002 6.6497500000000009 0 368.06200000000007 749.57248000000016 522.5150000000001 198.54500000000004 111.58832500000001 13.462200000000001 606.07650000000001 2.8222380000000005 36.857500000000009 1 2 1070.9310000000003 261.97000000000008 749.57248000000016 670.0675 23.028930000000003 15.083500000000003 3 1077.3535000000002 1438.4900000000002
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 9 2 2
left_child=2 -2 6 4 5 26 17 12 9 10 -9 23 14 -14 16 -15 -8 25 19 20 -19 22 -20 -10 -23 -1 -4 -28
right_child=1 -3 3 -5 -6 -7 7 8 11 -11 -12 -13 13 15 -16 -17 -18 18 21 -21 -22 24 -24 -25 -26 -27 27 -29
leaf_value=-0.12813187647422464 -0.21139113007522212 3.3709653082348052 0.056857033729553218 2.1288136224746705 -0.78734735216413232 1.8826147610208264 0.1268438734329162 0.011412999146076318 0.22621785186585924 1.3608456957781758 1.0713152059816546 -1.5650072422027588 2.1527203789211455 0.61080068391830133 1.8309098134722031 0.0175204783576456 -0.22886601739270349 0.020049959604216978 -0.011549265983153005 1.1701326252432431 0.31351594534516336 -0.55728328170776364 -0.3640785202066949 -0.57274985885620122 0.047904718399047849 -0.26855495425977594 0.43873886253775624 0.1300362431375604
leaf_weight=247 41 21 30 20 28 23 1407 11358 21 27 31 20 21 147 21 176 175 10239 79094 34 160 50 94 20 20 247 41 38
leaf_count=247 41 21 30 20 28 23 1407 11358 21 27 31 20 21 147 21 176 175 10239 79094 34 160 50 94 20 20 247 41 38
internal_value=0 1.00199 -0.0020843 0.491478 0.286811 0.514663 -0.00294177 0.0354979 0.0140662 0.0174827 0.014298 -0.623026 0.160933 0.401391 0.110335 0.287527 0.0874954 -0.00866349 -0.0075737 0.0282714 0.0245653 -0.0122951 -0.0119677 -0.163522 -0.384372 -0.202279 0.226013 0.290249
internal_weight=0 62 103789 180 160 132 103609 13424 11477 11416 11389 61 1947 344 1603 323 1582 90185 89691 10433 10399 79258 79188 41 70 494 109 79
internal_count=103851 62 103789 180 160 132 103609 13424 11477 11416 11389 61 1947 344 1603 323 1582 90185 89691 10433 10399 79258 79188 41 70 494 109 79
cat_boundaries=0 6 11 17 22
cat_threshold=71335940 0 65544 0 16 4096 1073741824 0 4096 0 262144 813695232 537018528 898 208834858 1140859906 1056 0 0 0 0 262144
is_linear=0
shrinkage=0.01


Tree=254
num_leaves=31
num_cat=6
split_feature=11 10 0 14 2 3 0 25 24 0 0 2 0 12 13 2 10 1 25 4 25 2 4 1 4 2 10 24 0 25
split_gain=612256 1.7467e+06 430508 604340 1.78297e+06 307251 223348 353250 431967 491040 1.58413e+06 368579 637723 307057 243969 478684 340392 258780 186356 154979 148816 435886 176755 109725 100801 75392.8 64090.6 40521.6 37901.1 3812.13
threshold=1092.2834 130.02000000000001 883.10000000000014 93.385000000000005 334.93500000000006 126.29875000000003 6.6497500000000009 0 1 30.551000000000005 22.151894000000002 111.58832500000001 16.660407500000005 90.882500000000007 368.06200000000007 749.57248000000016 522.5150000000001 198.54500000000004 2 343.82250000000005 3 1070.9310000000003 767.98765000000014 190.85750000000002 1085.2750000000003 749.57248000000016 23.028930000000003 4 1077.3535000000002 5
decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 1 2 9
left_child=2 -2 6 4 5 23 18 8 9 10 -8 19 -13 -11 15 16 -9 26 27 -10 21 22 -20 28 25 -22 -16 -1 -4 -29
right_child=1 -3 3 -5 -6 -7 7 14 11 13 -12 12 -14 -15 17 -17 -18 -19 20 -21 24 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.02853528237158014 -0.20927722535482268 3.3372555859883626 -0.3443805243174235 -1.1523250598907471 3.4843621120452886 1.407617921375093 0.33442009641606119 0.011298869409815743 0.034084186763798083 0.018926462858267452 2.7852527909619464 2.1337006969451902 0.28235971500141344 1.0287858200073243 0.22395566963014146 1.3472372339389944 1.0606020788031238 -1.5493571772575379 0.027037560261105258 -0.6225380753182076 -0.012124786014698912 1.1584313451542574 -0.60105213589138462 0.73324491327459163 0.52436727632795066 -0.34524194829604204 -0.56702234172821042 -0.18759929854748986 0.083294287902205735 -0.31785729938678531
leaf_weight=119 41 21 30 20 20 21 107 11358 1261 184 35 20 267 36 21 27 31 20 10354 37 79155 34 45 22 35 68 20 207 67 168
leaf_count=119 41 21 30 20 20 21 107 11358 1261 184 35 20 267 36 21 27 31 20 10354 37 79155 34 45 22 35 68 20 207 67 168
internal_value=0 0.991968 -0.00206384 0.486563 0.691424 0.292433 -0.00291273 0.0351429 0.159323 0.467165 0.938499 0.0865268 0.411373 0.184176 0.0139255 0.0173079 0.014155 -0.616795 -0.0085773 0.0153669 -0.00749796 0.0279887 0.0243196 0.095636 -0.0121721 -0.0124107 -0.161887 -0.200335 -0.0489763 -0.252695
internal_weight=0 62 103789 180 160 140 103609 13424 1947 362 142 1585 287 220 11477 11416 11389 61 90185 1298 89691 10433 10399 119 79258 79223 41 494 97 375
internal_count=103851 62 103789 180 160 140 103609 13424 1947 362 142 1585 287 220 11477 11416 11389 61 90185 1298 89691 10433 10399 119 79258 79223 41 494 97 375
cat_boundaries=0 6 7 12 18 19 24
cat_threshold=71335940 0 65544 0 16 4096 1056 1073741824 0 4096 0 262144 813695232 537018528 898 208834858 1140859906 1056 131 0 0 4096 0 262144
is_linear=0
shrinkage=0.01


Tree=255
num_leaves=42
num_cat=6
split_feature=25 0 6 14 6 2 1 0 1 2 5 6 14 5 2 2 0 0 11 7 11 0 12 9 25 3 13 2 2 25 9 2 25 3 4 25 2 9 19 25 6
split_gain=583762 795878 640707 341675 532856 671258 334770 299645 261541 489763 645198 345969 239211 230194 217428 730227 163361 146330 165465 167236 173430 204454 142062 282661 131302 125944 116913 115277 112893 440600 367482 132481 106110 197291 84235.6 228532 244618 129902 75431.7 68479.9 59624.8
threshold=0 883.10000000000014 303.53610000000003 22.365516000000003 877.0150000000001 25.523750000000003 61.114000000000011 538.27200000000016 210.63000000000002 334.93500000000006 25.210500000000007 393.73500000000007 808.55215250000015 483.06600000000009 1070.9310000000003 1439.8675000000001 748.92250000000013 14.955000000000002 620.32400000000007 65.637375000000006 1.5693300000000003 131.25500000000002 225.6585 90.026100000000028 1 384.83520000000004 69.992500000000021 211.31080500000004 152.38780000000003 2 21.000235000000004 261.97000000000008 3 242.38250000000002 81.524400000000014 4 10.509750000000002 22.763000000000002 739.20000000000016 5 228.79300000000003
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 2 2 9 2 2 9 2 2 9 2 2 2 9 2
left_child=1 3 6 4 8 -6 -3 12 16 11 -11 -10 13 27 17 -16 24 28 19 22 21 -21 25 -24 -1 -19 -22 -5 34 30 31 -30 33 -31 38 36 -36 -37 39 -2 -34
right_child=14 2 -4 7 5 -7 -8 -9 9 10 -12 -13 -14 -15 15 -17 -18 18 -20 20 26 -23 23 -25 -26 -27 -28 -29 29 32 -32 -33 40 -35 35 37 -38 -39 -40 -41 -42
leaf_value=0.13346773076737026 -0.16101710052959256 1.1377106493572857 2.592274182975292 -0.054916619301108971 0.12133229528154646 2.4864580435979935 -0.23867502212524414 -1.2717421987782356 0.23766892254991764 0.24417713428030208 1.9936078382182765 -1.0260419148984163 0.6382618298530579 -0.97246389873100048 1.5648455878460048 -0.78717898022044797 -0.80943211691720152 0.023508996796731029 -0.79520321249961856 0.17143636030810222 -0.17835645690942423 0.66623868712482337 0.067134996135624084 1.4778669557571411 0.038351183721925676 -0.47500648340173796 0.32920634315349162 -0.51834720951611879 0.051808517256448437 0.088753969622928586 1.9520114986896517 0.81607176562150319 -0.050872394356629401 1.0389667467276256 0.19067527903624232 -0.026461824994905795 0.97636569465398793 0.29539863230911556 0.5613392066955567 -0.010876836563104597 -0.5191104255873582
leaf_weight=2323 295 43 20 447 28 21 30 23 373 49 37 23 40 33 33 22 21 8030 24 280 156 119 49 20 3916 51 64 61 43 244 20 48 437 24 191 1133 50 141 23 84442 29
leaf_count=2323 295 43 20 447 28 21 30 23 373 49 37 23 40 33 33 22 21 8030 24 280 156 119 49 20 3916 51 64 61 43 244 20 48 437 24 191 1133 50 141 23 84442 29
internal_value=0 0.087086 1.00652 0.0756408 0.0959125 1.13496 0.572073 -0.152281 0.0883608 0.312821 0.996839 0.164272 -0.107965 -0.163139 -0.00453178 0.624036 0.0710781 -0.0048927 0.0339866 0.036256 0.194718 0.319009 0.0242207 0.476043 0.0740418 0.0203628 -0.0307018 -0.110565 -0.00881678 0.106207 0.664789 0.454936 0.0125077 0.167594 -0.00994335 0.0639652 0.339591 0.00908875 -0.0112644 -0.0114198 -0.0783308
internal_weight=0 7488 93 7395 6791 49 73 604 6742 482 86 396 581 541 95968 55 6260 95913 8793 8769 619 399 8150 69 6239 8081 220 508 87120 845 111 91 734 268 86275 1515 241 1274 84760 84737 466
internal_count=103456 7488 93 7395 6791 49 73 604 6742 482 86 396 581 541 95968 55 6260 95913 8793 8769 619 399 8150 69 6239 8081 220 508 87120 845 111 91 734 268 86275 1515 241 1274 84760 84737 466
cat_boundaries=0 5 10 15 21 26 31
cat_threshold=1073774592 536903680 4608 41025538 524320 1073774592 536870912 4096 4325376 32 0 544 8 32768 8192 1049600 268566544 64 0 16 12544 67126272 16896 0 0 8192 0 0 0 264 262144
is_linear=0
shrinkage=0.01


Tree=256
num_leaves=34
num_cat=9
split_feature=25 0 6 14 6 2 1 0 24 2 1 0 10 25 14 5 2 2 8 24 2 0 11 7 24 12 2 25 8 25 25 4 24
split_gain=573380 780120 627957 334690 522346 657900 328109 293682 292311 435356 787550 410344 427321 394059 234450 225613 213115 715695 213302 169271 164492 152279 162525 179352 294072 139005 118893 441958 159368 107661 73962.4 75442.8 16574.5
threshold=0 883.10000000000014 303.53610000000003 22.365516000000003 877.0150000000001 25.523750000000003 61.114000000000011 538.27200000000016 1 315.17050000000006 438.42500000000007 166.61000000000004 377.13375000000002 2 808.55215250000015 483.06600000000009 1070.9310000000003 1439.8675000000001 1117.4100000000001 3 52.962600000000009 14.955000000000002 620.32400000000007 65.637375000000006 4 225.6585 152.38780000000003 5 28.508000000000006 6 7 74.563750000000013 8
decision_type=9 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 1 2 2 9 2 9 9 2 1
left_child=1 3 6 4 8 -6 -3 14 11 20 -11 13 -13 -1 15 19 18 -18 21 -5 -10 26 23 25 -25 -23 30 28 -28 -29 32 -32 -2
right_child=16 2 -4 7 5 -7 -8 -9 9 10 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 29 -30 -31 31 -33 -34
leaf_value=0.40305654844023148 -0.057165794522743528 1.1263335587257561 2.5663514303565025 0.10066900806916333 0.12011896201542445 2.4615934471856979 -0.23628826268513997 -1.2590247823881067 0.017362288082789581 0.25140880815134753 2.2783102954517709 0.40743468329529547 1.9219336223602295 0.07417435590617813 0.63187922906875615 -0.96273922790180555 1.549197102171002 -0.77930719982494012 0.79896901101777051 -0.2630717137505777 -0.22944963747022937 0.020529404858479379 -0.78725117921829224 0.57555603653002696 0.070244975836873683 0.47128236116706462 0.92243420842018997 0.1717947725720354 -0.029142436981201173 -0.07631654146596005 -0.011048142323351421 0.057433063785113946 -0.22661157043486679
leaf_weight=414 117 43 20 219 28 21 30 23 2877 149 22 272 20 2716 40 33 33 22 33 289 298 8077 24 147 469 69 88 267 22 465 84286 1640 183
leaf_count=414 117 43 20 219 28 21 30 23 2877 149 22 272 20 2716 40 33 33 22 33 289 298 8077 24 147 469 69 88 267 22 465 84286 1640 183
internal_value=0 0.0861488 0.996459 0.0748569 0.0948469 1.12361 0.566352 -0.150758 0.0873987 0.0206073 0.51218 0.152202 0.511167 0.1192 -0.106885 -0.161508 -0.00450585 0.617795 -0.00486326 -0.109459 -0.00580305 -0.00514 0.0345379 0.0367889 0.201314 0.0243475 -0.00914388 0.109109 0.671109 0.0152787 -0.0102986 -0.00973996 -0.164504
internal_weight=0 7514 93 7421 6817 49 73 604 6768 3346 171 3422 292 3130 581 541 95942 55 95887 508 3175 95854 8786 8762 616 8146 87068 842 110 732 86226 85926 300
internal_count=103456 7514 93 7421 6817 49 73 604 6768 3346 171 3422 292 3130 581 541 95942 55 95887 508 3175 95854 8786 8762 616 8146 87068 842 110 732 86226 85926 300
cat_boundaries=0 6 7 12 13 14 19 25 30 31
cat_threshold=1073774592 536903680 4608 41025538 524320 32 2139 1073741824 536870912 0 131074 32 1584 1280 0 544 8 32768 8192 1049600 268566544 64 0 16 12544 0 0 0 264 262144 2211
is_linear=0
shrinkage=0.01


Tree=257
num_leaves=36
num_cat=9
split_feature=25 0 6 26 6 10 24 2 1 25 24 24 4 9 4 1 0 2 2 8 0 11 7 24 14 4 12 2 25 9 25 4 4 24 26
split_gain=562016 764589 615460 526161 878399 692379 408161 1.00523e+06 321579 306523 756329 257705 336087 496446 270454 220554 209026 208874 701453 209057 149301 159294 175993 288628 145344 140236 136970 116550 433146 353336 105586 73704.3 95745.3 43961.2 131.105
threshold=0 883.10000000000014 303.53610000000003 2022.5000000000002 763.68025000000011 291.46500000000009 1 50.853000000000009 61.114000000000011 2 3 4 174.23250000000002 617.48075000000006 449.81750000000005 43.933 594.30750000000012 1070.9310000000003 1439.8675000000001 1117.4100000000001 14.955000000000002 620.32400000000007 65.637375000000006 5 522.5150000000001 184.12550000000002 375.28000000000003 152.38780000000003 6 21.000235000000004 7 1085.2750000000003 81.524400000000014 8 2022.5000000000002
decision_type=9 2 2 2 2 2 1 2 2 9 1 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 9 2 2 1 2
left_child=1 3 8 4 5 6 7 -1 34 11 -11 14 15 -14 24 -13 -8 19 -19 20 27 22 26 -24 -5 33 -22 31 29 -29 -30 32 -2 -12 -3
right_child=17 2 -4 9 -6 -7 16 -9 -10 10 25 12 13 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 28 30 -31 -32 -33 -34 -35 -36
leaf_value=0.17096249354597606 -0.011412734597934971 1.1337953262329101 2.5406879179477695 -0.18406948846054938 2.1501321809942073 2.0016279814243316 0.058869454662005112 0.98402171503033564 -0.23392539978027344 0.93622202989329473 0.097303402938842765 -0.07554540762879762 0.21603404523997471 1.7878341804038393 -1.0709890422750923 0.20429568472030282 -0.70959506405724426 1.5337051033251214 -0.77151412703774203 0.79097931948575106 0.021488779575569592 -0.77937868714332581 0.57016707905538522 0.069557189364180691 0.60610750933488211 0.80700672483444214 0.6670506777546622 0.45762531913651361 0.17013884813561767 1.9270733213424682 -0.075569443808103862 -0.49771039962768554 0.06977253107986689 -0.1401124349860258 1.0987875316454017
leaf_weight=1373 84717 20 20 774 22 20 2109 171 30 105 115 1826 232 22 34 333 36 33 22 33 8113 24 147 469 24 20 33 90 267 20 465 31 1478 205 23
leaf_count=1373 84717 20 20 774 22 20 2109 171 30 105 115 1826 232 22 34 333 36 33 22 33 8113 24 147 469 24 20 33 90 267 20 465 31 1478 205 23
internal_value=0 0.0852915 0.986495 0.0741126 0.157852 0.146035 0.135974 0.25933 0.560688 -0.0105571 0.232625 -0.0444854 0.00806306 0.352174 -0.195174 -0.0323833 0.0457588 -0.00446031 0.611617 -0.00481415 -0.00508812 0.0341999 0.0364284 0.199406 -0.160305 -0.00520318 0.024104 -0.00905266 0.108029 0.664398 0.0151388 -0.010196 -0.0100206 -0.0561289 1.11507
internal_weight=0 7514 93 7421 3731 3709 3689 1544 73 3690 445 3245 2413 254 832 2159 2145 95942 55 95887 95854 8786 8762 616 798 340 8146 87068 842 110 732 86226 86195 320 43
internal_count=103456 7514 93 7421 3731 3709 3689 1544 73 3690 445 3245 2413 254 832 2159 2145 95942 55 95887 95854 8786 8762 616 798 340 8146 87068 842 110 732 86226 86195 320 43
cat_boundaries=0 6 7 11 12 13 14 19 25 26
cat_threshold=1073774592 536903680 4608 41025538 524320 32 91 32768 536870912 512 35782658 1048 200 1280 0 544 8 32768 8192 1049600 268566544 64 0 16 12544 7
is_linear=0
shrinkage=0.01


Tree=258
num_leaves=39
num_cat=10
split_feature=25 0 6 26 6 24 2 2 6 1 25 24 24 4 9 4 1 2 1 2 2 8 0 0 11 7 24 14 4 25 2 25 9 25 14 4 24 26
split_gain=549866 749266 603213 517751 860389 398286 566739 2.819e+06 441147 315180 300854 742594 252577 329399 486566 265072 241071 830123 216165 204704 687494 204886 162086 146234 156126 172697 283286 142452 137449 121849 114210 424509 346305 103551 72804.4 72300.5 43139.2 128.495
threshold=0 883.10000000000014 303.53610000000003 2022.5000000000002 763.68025000000011 1 50.853000000000009 78.338250000000002 228.79300000000003 61.114000000000011 2 3 4 174.23250000000002 617.48075000000006 449.81750000000005 469.21250000000003 52.029000000000003 43.933 1070.9310000000003 1439.8675000000001 1117.4100000000001 297.71250000000003 14.955000000000002 620.32400000000007 65.637375000000006 5 522.5150000000001 184.12550000000002 6 152.38780000000003 7 21.000235000000004 8 808.55215250000015 1085.2750000000003 9 2022.5000000000002
decision_type=9 2 2 2 2 1 2 2 2 2 9 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 9 2 9 2 9 2 2 1 2
left_child=1 3 9 4 5 6 8 -8 -1 37 12 -12 15 18 -15 27 22 -18 -14 21 -21 23 -7 30 25 29 -27 -5 36 -25 34 32 -32 -33 35 -2 -13 -3
right_child=19 2 -4 10 -6 16 7 -9 -10 -11 11 28 13 14 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31 31 33 -34 -35 -36 -37 -38 -39
leaf_value=0.16673405212885833 -0.0097102858105370757 1.1224573397636415 2.5152809963226317 -0.18222879120815325 2.1286308808760213 0.041178735257799408 4.2109477297465006 0.36045125931649658 1.6612931206226349 -0.23158612314860028 0.92767394107321044 0.096408202133178716 -0.074789951534254259 0.21387369825922212 1.7699558317661286 -1.0602791588271365 -0.2282277211688814 2.0732883224487306 0.20225272282532925 1.5183680404316295 -0.7637989885156804 0.78306950482455162 -0.39890388228676538 -0.12982352913897713 -0.77158488710721329 0.56482856449048224 0.068876139037233317 0.60004645605882012 0.79893665790557866 0.033526284720545994 0.45304906219906282 0.1684988738537265 1.9078026213645936 -0.074829657619877865 -0.45968267175886368 -0.49273329642511188 -0.1387764773479728 1.087799700861392
leaf_weight=1577 86185 20 20 774 22 1709 21 201 20 30 105 115 1826 232 22 34 42 25 333 33 22 33 88 476 24 147 469 24 20 7670 90 267 20 465 36 31 205 23
leaf_count=1577 86185 20 20 774 22 1709 21 201 20 30 105 115 1826 232 22 34 42 25 333 33 22 33 88 476 24 147 469 24 20 7670 90 267 20 465 36 31 205 23
internal_value=0 0.0845217 0.97663 0.0734167 0.156921 0.145144 0.249889 0.724687 0.185451 0.555082 -0.0104273 0.230495 -0.0440406 0.00798243 0.348652 -0.193223 0.0413648 0.630547 -0.0320594 -0.00439643 0.605501 -0.00474663 0.0196277 -0.00501778 0.0338652 0.0360714 0.197516 -0.158702 -0.00516338 0.023863 -0.00894027 0.10696 0.657754 0.0150001 -0.0100717 -0.00988396 -0.055581 1.10392
internal_weight=0 7488 93 7395 3705 3683 1819 222 1597 73 3690 445 3245 2413 254 832 1864 67 2159 95968 55 95913 1797 95880 8786 8762 616 798 340 8146 87094 842 110 732 86252 86216 320 43
internal_count=103456 7488 93 7395 3705 3683 1819 222 1597 73 3690 445 3245 2413 254 832 1864 67 2159 95968 55 95913 1797 95880 8786 8762 616 798 340 8146 87094 842 110 732 86252 86216 320 43
cat_boundaries=0 5 6 10 11 12 13 18 23 29 30
cat_threshold=1073774592 536903680 4608 41025538 524320 2139 32768 536870912 512 35782658 1048 200 1280 16512 2416050304 16392 67211268 32768 0 544 8 32768 8192 1049600 268566544 64 0 16 12544 7
is_linear=0
shrinkage=0.01


Tree=259
num_leaves=36
num_cat=6
split_feature=25 0 6 14 6 0 24 4 0 10 25 12 4 14 5 0 8 24 7 25 0 11 0 3 13 12 10 14 10 11 18 24 3 0 5
split_gain=540176 734417 591209 323617 496472 290435 277754 419995 397323 414226 386664 231977 230290 226991 223320 217419 185107 163426 156292 285651 270790 538115 248342 190420 167535 152908 141213 110208 92729.3 91745.7 75578 70038.5 250369 62118.3 58900.9
threshold=0 883.10000000000014 303.53610000000003 22.365516000000003 877.0150000000001 538.27200000000016 1 672.57974000000002 166.61000000000004 377.13375000000002 2 310.81950000000006 4.402000000000001 808.55215250000015 483.06600000000009 1077.3535000000002 1117.4100000000001 3 60.545700000000004 4 109.23040000000002 1.5693300000000003 166.61000000000004 1449.0631000000001 180.91300000000004 1078.0535000000002 61.170000000000009 808.55215250000015 177.46054150000003 364.16800000000006 196.83723500000002 5 123.21700000000001 1438.4900000000002 448.18200000000007
decision_type=9 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 3 15 4 6 13 8 11 10 -10 -1 -8 -6 14 17 -3 18 -5 23 20 24 22 -22 25 28 27 -23 29 -20 -2 31 32 -21 -17 -33
right_child=16 2 -4 5 12 -7 7 -9 9 -11 -12 -13 -14 -15 -16 33 -18 -19 19 30 21 26 -24 -25 -26 -27 -28 -29 -30 -31 -32 34 -34 -35 -36
leaf_value=0.39690598451303982 -0.0073203904517603093 -0.16280361458107276 2.490128225803375 0.098946006745750714 0.47645163642035593 -1.2513111527069756 -0.0034730933278496168 1.0653341187928853 0.39931734081357717 1.8904303555488589 0.071169315538781142 0.61896893524732743 1.854748396439986 0.62135984814167022 -0.95645355094562878 0.60016250278638761 0.73335504587958844 -0.25845876051032024 0.10110898059698299 0.051935206337237923 2.200000777471633 -0.46067589846524326 0.85116554391689792 0.94542426904042554 0.97328522880872093 0.80833802554918377 0.5883059537978399 -0.5386007323631874 0.62788100372893474 0.22869212824377147 -0.46178023001386059 -0.029680518962459348 1.2556726808547973 1.3351177140940791 0.47008040209611263
leaf_weight=414 93184 27 20 219 27 23 3247 38 272 20 2716 61 22 40 33 23 34 289 739 127 21 33 39 21 24 23 21 39 35 165 36 1357 20 23 24
leaf_count=414 93184 27 20 219 27 23 3247 38 272 20 2716 61 22 40 33 23 34 289 739 127 21 33 39 21 24 23 21 39 35 165 36 1357 20 23 24
internal_value=0 0.0836203 0.966864 0.0726642 0.0923207 -0.149188 0.0850593 0.0199531 0.148228 0.501448 0.115749 0.00800483 1.09528 -0.105558 -0.159304 0.549531 -0.00437033 -0.107521 -0.00463232 0.0737853 0.213234 0.67147 1.32326 -0.00671043 0.150444 -0.00692448 -0.0527385 -0.00712527 0.124929 -0.00690322 -0.00883697 0.00177663 0.20197 0.96764 -0.0208444
internal_weight=0 7514 93 7421 6817 604 6768 3346 3422 292 3130 3308 49 581 541 73 95942 508 95908 2476 912 114 60 93432 798 93411 54 93388 774 93349 1564 1528 147 46 1381
internal_count=103456 7514 93 7421 6817 604 6768 3346 3422 292 3130 3308 49 581 541 73 95942 508 95908 2476 912 114 60 93432 798 93411 54 93388 774 93349 1564 1528 147 46 1381
cat_boundaries=0 6 7 12 13 19 20
cat_threshold=1073774592 536903680 4608 41025538 524320 32 2139 1073741824 536870912 0 131074 32 1584 37027852 147488 10485770 0 268443653 4096 256
is_linear=0
shrinkage=0.01


Tree=260
num_leaves=31
num_cat=2
split_feature=2 12 4 0 0 18 1 3 6 25 8 15 3 8 1 11 2 1 25 14 4 8 6 2 7 0 0 0 18 4
split_gain=412683 3.25286e+06 624302 691677 275746 336923 456269 1.18666e+06 394721 349733 314219 276355 274517 273947 271631 267947 173389 251574 169560 156692 144946 119288 116686 90927.6 143334 65003.4 56512.4 51266 67509.5 13849.3
threshold=883.10000000000014 144.54600000000002 223.58100000000002 131.25500000000002 52.192250000000008 162.70456050000004 756.19086000000004 242.38250000000002 123.18250000000002 0 1468.3681000000001 172.50050000000002 1449.0631000000001 204.81500000000003 315.7462000000001 1.5693300000000003 1439.8675000000001 7.8769000000000009 1 1092.2134000000003 0.30650000000000005 2.6565000000000007 53.105500000000006 174.76450000000003 189.452325 172.78900000000002 285.35875000000004 144.67100000000002 254.61300000000003 111.55832500000001
decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 16 10 6 9 26 27 23 12 15 18 -13 -10 -11 17 -2 20 22 21 -1 -20 24 -6 -25 -8 -7 -29 -22
right_child=1 -3 -4 -5 5 8 7 -9 14 11 -12 13 -14 -15 -16 -17 -18 -19 19 -21 29 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.12491376022574907 0.61717292384097444 3.7438828765428984 -1.6600263387506657 1.81878683476221 -0.079416622140538809 -0.34884143943786622 0.317485510635376 2.806224185228348 -0.5091464160497372 0.14323512479536951 1.1155116928100586 0.92278255033951539 0.82252373886108399 -0.26248484318072979 -2.0592732830047606 -0.081460144685824271 -0.78701515078544615 -0.7265365999395198 -0.0097320027794328221 -0.7696799737435801 -0.11586828001083867 -0.25419693959170375 0.054084471762659229 0.045418094635009773 0.50921348527420396 -0.63313952475786206 -0.37744197498668319 -0.19169369368326095 0.59252151406329612 -0.31667594934438731
leaf_weight=1804 38 26 22 21 1090 25 25 22 26 3017 25 78 40 26 20 644 32 22 93255 27 62 87 2956 20 43 48 22 21 23 77
leaf_count=1804 38 26 22 21 1090 25 25 22 26 3017 25 78 40 26 20 644 32 22 93255 27 62 87 2956 20 43 48 22 21 23 77
internal_value=0 0.504964 -0.118828 0.181228 -0.0017153 0.0696137 0.0818376 0.889425 -0.465582 0.0706166 -0.00545102 0.117836 -0.00573609 0.626466 -1.18311 0.103709 -0.192562 0.124479 -0.00607323 -0.00798422 0.0841477 0.107472 -0.0077713 -0.0777459 -0.0570767 -0.433564 -0.0077997 0.0127738 0.218237 -0.227107
internal_weight=0 161 135 113 103483 5150 5035 69 115 4966 98333 3765 98308 104 46 3661 92 60 98268 96238 2030 1891 96211 1201 1133 68 47 69 44 139
internal_count=103644 161 135 113 103483 5150 5035 69 115 4966 98333 3765 98308 104 46 3661 92 60 98268 96238 2030 1891 96211 1201 1133 68 47 69 44 139
cat_boundaries=0 5 11
cat_threshold=69730304 2449621669 33026 119578626 277353233 1073741824 536870912 4104 139624480 32 32
is_linear=0
shrinkage=0.01


Tree=261
num_leaves=33
num_cat=3
split_feature=2 12 4 0 0 18 1 6 25 8 15 8 1 26 26 25 16 10 4 0 26 1 1 1 10 25 0 18 9 10 4 10
split_gain=404471 3.18813e+06 611879 677913 270259 330218 447190 386866 342773 307966 270855 268496 266226 229275 226126 148389 222870 146479 144164 136500 162620 109024 104317 221887 96798.3 69255.9 50245.9 66166.1 48249.1 29858.5 13567.4 952.216
threshold=883.10000000000014 144.54600000000002 223.58100000000002 131.25500000000002 52.192250000000008 162.70456050000004 756.19086000000004 123.18250000000002 0 1468.3681000000001 172.50050000000002 204.81500000000003 315.7462000000001 2022.5000000000002 2022.5000000000002 1 1107.6734000000001 4.4150000000000009 0.30650000000000005 594.30750000000012 2022.5000000000002 383.83325000000008 661.33164000000011 469.21250000000003 255.92650000000003 2 144.67100000000002 254.61300000000003 5.6990000000000007 522.5150000000001 111.55832500000001 143.29500000000004
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=4 2 3 14 9 6 8 26 24 15 13 -12 -9 -10 -2 17 22 18 21 20 -8 -1 23 -17 25 -6 -7 -28 -24 31 -20 -19
right_child=1 -3 -4 -5 5 7 19 12 10 -11 11 -13 -14 -15 -16 16 -18 29 30 -21 -22 -23 28 -25 -26 -27 27 -29 -30 -31 -32 -33
leaf_value=0.10844103343413324 0.38730894553355683 3.7064439311394324 -1.64342604897239 1.8005989975020997 -0.16351837285046508 -0.34535302009582525 1.6847070153554282 -0.50405492906387039 0.18079950992444968 1.104356554031372 0.91355470911050463 -0.25985999364119311 -2.0386805438995363 0.022512975397793445 -0.61591718943613882 -0.0078369776915884221 1.0480462970733644 -0.183262239358364 -0.11157725975161693 0.18434500312805177 0.52648428808559067 0.6497489271665875 -0.20470751616807112 0.42424034954119128 0.61226870155334479 -0.0099179981956006701 -0.18977675437927247 0.58659633802331013 -0.72668044953119193 -0.63523278443709663 -0.3142719539006551 -0.26438959909522014
leaf_weight=1785 39 26 22 21 599 25 27 26 1854 25 78 26 20 1807 53 95994 20 39 61 20 22 38 113 119 20 582 21 23 21 23 72 23
leaf_count=1785 39 26 22 21 599 25 27 26 1854 25 78 26 20 1807 53 95994 20 39 61 20 22 38 113 119 20 582 21 23 21 23 72 23
internal_value=0 0.499914 -0.11764 0.179416 -0.00169815 0.0689176 0.0810193 -0.460926 0.0699105 -0.00539651 0.116658 0.620201 -1.17128 0.102672 -0.190637 -0.00567873 -0.00747063 0.0784912 0.0965357 0.880531 1.16469 0.119724 -0.00769074 -0.00730201 -0.0769684 -0.0892922 0.0126461 0.216055 -0.286509 -0.327512 -0.221307 -0.213358
internal_weight=0 161 135 113 103483 5150 5035 115 4966 98333 3765 104 46 3661 92 98308 96267 2041 1956 69 49 1823 96247 96113 1201 1181 69 44 134 85 133 62
internal_count=103644 161 135 113 103483 5150 5035 115 4966 98333 3765 104 46 3661 92 98308 96267 2041 1956 69 49 1823 96247 96113 1201 1181 69 44 134 85 133 62
cat_boundaries=0 5 11 16
cat_threshold=69730304 2449621669 33026 119578626 277353233 1073741824 536870912 4104 139624480 32 32 67108864 2147631232 256 102793218 277348609
is_linear=0
shrinkage=0.01


Tree=262
num_leaves=33
num_cat=8
split_feature=2 12 4 0 0 18 1 25 6 8 1 15 24 8 2 1 25 24 1 25 16 14 5 6 25 24 24 2 7 0 0 2
split_gain=396422 3.12469e+06 599702 664422 264856 323649 439315 318539 316610 301838 288838 267748 279533 260793 170017 246790 145505 267272 278632 256727 218464 143385 136127 117075 97140.8 104372 91840.9 90788.2 153273 88694 63692.7 58393.9
threshold=883.10000000000014 144.54600000000002 223.58100000000002 131.25500000000002 52.192250000000008 190.73750000000004 756.19086000000004 0 123.18250000000002 1468.3681000000001 242.38250000000002 172.50050000000002 1 204.81500000000003 1439.8675000000001 7.8769000000000009 2 3 413.70875000000007 4 1107.6734000000001 1092.2134000000003 15.083500000000003 53.105500000000006 5 6 7 174.76450000000003 189.452325 413.70875000000007 172.78900000000002 58.710000000000001
decision_type=2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 9 1 2 9 2 2 2 2 9 1 1 2 2 2 2 2
left_child=4 2 3 14 9 6 7 27 31 16 -10 12 -9 -13 15 -2 17 18 19 -1 21 23 29 -18 26 -26 -19 28 -6 -8 -29 -7
right_child=1 -3 -4 -5 5 8 22 11 10 -11 -12 13 -14 -15 -16 -17 20 24 -20 -21 -22 -23 -24 -25 25 -27 -28 30 -30 -31 -32 -33
leaf_value=0.46902458643804401 0.61320026949832307 3.6693796517298773 -1.6269917592135343 1.7825929684156463 -0.075831346034239508 -0.28508101909391342 0.1939604335361057 -0.12313353109118914 -0.30491923082442512 1.0933129699707032 -1.9445282519947398 0.89736839641498622 0.13312263325154874 -0.25726139141963078 -0.77737494677305219 -0.71767217982899056 -0.0094521660751808265 0.058668603426973588 1.298721958507191 0.083137857561549303 1.0375658054351806 -0.76491154785156257 1.5209368881312284 0.0545456610581872 0.15753933443133308 -0.086281565816139022 -0.26154386831513532 0.045443204879760744 0.52615204420956707 1.0725767345428467 -0.62623868564764662 0.37193910717964174
leaf_weight=209 38 26 22 21 1092 31 27 485 21 25 22 79 3189 26 32 22 93112 132 22 883 20 25 22 2949 341 343 272 20 44 20 48 24
leaf_count=209 38 26 22 21 1092 31 27 485 21 25 22 79 3189 26 32 22 93112 132 22 883 20 25 22 2949 341 343 272 20 44 20 48 24
internal_value=0 0.494915 -0.116463 0.177622 -0.00168134 0.068225 0.0792662 0.068293 -0.500958 -0.00534255 -1.14379 0.113252 0.0993218 0.61146 -0.18873 0.125214 -0.00562194 0.0745682 0.182856 0.16205 -0.00746625 -0.00768455 0.871726 -0.00748748 -0.0369631 0.0357909 -0.15803 -0.073153 -0.0525151 0.56784 -0.428685 0.00161867
internal_weight=0 161 135 113 103483 5150 5052 4983 98 98333 43 3779 3674 105 92 60 98308 2202 1114 1092 96106 96086 69 96061 1088 684 404 1204 1136 47 68 55
internal_count=103644 161 135 113 103483 5150 5052 4983 98 98333 43 3779 3674 105 92 60 98308 2202 1114 1092 96106 96086 69 96061 1088 684 404 1204 1136 47 68 55
cat_boundaries=0 5 6 12 13 18 22 23 24
cat_threshold=69730304 2449621669 33026 119578626 277353233 129 1073741824 536870914 4104 139624488 32 32 1115 0 536870912 4096 131072 32 1073741824 536870912 0 1179688 548 2176
is_linear=0
shrinkage=0.01


Tree=263
num_leaves=35
num_cat=8
split_feature=2 12 4 0 0 18 1 3 2 25 3 24 11 26 25 24 25 1 24 25 3 4 1 14 4 0 3 2 5 24 0 26 12 3
split_gain=388533 3.0625e+06 587768 651200 259584 317826 429559 1.16105e+06 372467 329489 267635 261095 246585 221924 182257 490689 383135 222738 185032 179565 178888 162386 155267 151061 166851 129352 128492 87440.4 98655.2 76563.2 62425.2 58500.7 27551.2 688.04
threshold=883.10000000000014 144.54600000000002 223.58100000000002 131.25500000000002 52.192250000000008 162.70456050000004 756.19086000000004 242.38250000000002 334.93500000000006 0 1449.0631000000001 1 2.6275000000000004 2022.5000000000002 2 3 4 0.2989 5 6 143.79350000000002 189.80565000000004 242.38250000000002 1092.2134000000003 1085.2750000000003 262.14225000000005 670.0675 174.76450000000003 228.21400000000003 7 172.78900000000002 2022.5000000000002 50.504217000000011 7.8873450000000007
decision_type=2 2 2 2 2 2 2 2 2 9 2 1 2 2 9 1 9 2 1 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=4 2 3 13 10 6 9 31 21 27 14 22 -13 -2 15 16 18 -18 -1 29 -21 25 -11 24 26 32 -16 28 -6 -17 -29 -8 -7 -26
right_child=1 -3 -4 -5 5 8 7 -9 -10 11 -12 12 -14 -15 23 19 17 -19 -20 20 -22 -23 -24 -25 33 -27 -28 30 -30 -31 -32 -33 -34 -35
leaf_value=0.97214529908221714 0.3857081648019644 3.632685815371 -1.6107218638333407 1.7647670515378318 -0.07395808583284541 -0.41310866514841715 0.29258995459629938 2.7590058166330511 -1.5320712018966673 -0.049296684105927843 0.81252308988571176 0.18826964448391834 -0.036057179062254731 -0.60815402750699021 -0.0071999996240318647 -0.010596017064274968 0.078760729188477777 1.1608648009300233 0.29813095627761471 0.031111971211831759 0.89000066757202145 -0.81875065400050229 -0.70686454305282009 -0.75538654751247836 0.6072113596159836 0.78523964500427246 -0.34917104140194982 0.044988793849945072 0.40902813542972916 -0.31407316346071207 -0.61997629324595127 -0.41704192751929875 0.089437736988067618 0.53096996212005609
leaf_weight=105 39 26 22 21 1089 24 26 22 25 453 40 2673 600 53 96274 138 389 20 113 808 25 26 39 27 29 20 110 20 44 235 48 21 20 20
leaf_count=105 39 26 22 21 1089 24 26 22 25 453 40 2673 600 53 96274 138 389 20 113 808 25 26 39 27 29 20 110 20 44 235 48 21 20 20
internal_value=0 0.489966 -0.115299 0.175846 -0.00166411 0.067543 0.0794154 0.863008 -0.452264 0.0685278 -0.00528869 0.114361 0.146698 -0.186843 -0.0056215 0.092889 0.317617 0.128533 0.65117 -0.0255984 0.0562141 -0.152318 -0.0994006 -0.00750232 -0.0072937 0.118421 -0.00759028 -0.0754766 -0.0552013 -0.205003 -0.424398 -0.0244796 -0.184678 0.576092
internal_weight=0 161 135 113 103483 5150 5035 69 115 4966 98333 3765 3273 92 98293 1833 627 409 218 1206 833 90 492 96460 96433 64 96384 1201 1133 373 68 47 44 49
internal_count=103644 161 135 113 103483 5150 5035 69 115 4966 98333 3765 3273 92 98293 1833 627 409 218 1206 833 90 492 96460 96433 64 96384 1201 1133 373 68 47 44 49
cat_boundaries=0 5 6 12 13 18 19 23 24
cat_threshold=69730304 2449621669 33026 119578626 277353233 129 1073741824 536870912 4104 134381600 32 32 75 1073741824 536870912 0 131072 32 66 1073741824 536870912 0 131072 2208
is_linear=0
shrinkage=0.01


Tree=264
num_leaves=31
num_cat=1
split_feature=2 12 4 0 0 18 1 3 6 8 3 1 24 1 5 2 2 1 1 3 6 1 4 3 6 2 0 0 18 5
split_gain=380799 3.00156e+06 576072 638242 254412 311502 421011 1.13794e+06 368855 295571 262488 254315 233860 238775 267226 210854 166711 242097 164791 145811 116910 216236 115434 112694 110213 64979.9 56179.1 48927.9 64503.8 26081.6
threshold=883.10000000000014 144.54600000000002 223.58100000000002 131.25500000000002 52.192250000000008 162.70456050000004 756.19086000000004 242.38250000000002 123.18250000000002 1468.3681000000001 1449.0631000000001 315.7462000000001 0 49.853800000000007 616.44275000000005 472.9221300000001 1439.8675000000001 7.8769000000000009 242.38250000000002 670.0675 53.105500000000006 413.70875000000007 26.311000000000003 514.39811750000013 66.245000000000019 55.44250000000001 285.35875000000004 144.67100000000002 254.61300000000003 104.3035
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 2 2 2
left_child=4 2 3 16 9 6 12 26 27 10 19 -10 18 15 -15 -14 17 -2 22 20 23 -22 -6 -1 25 -21 -8 -7 -29 -20
right_child=1 -3 -4 -5 5 8 7 -9 11 -11 -12 -13 13 14 -16 -17 -18 -19 29 24 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0076584996265691091 0.60922663387499354 3.5963589800321136 -1.5946146687594327 1.7471193698474341 -0.14210599390384945 -0.33859741401672366 0.30008967247009277 2.7314157455617734 -0.48923407930594226 1.0819555953979494 0.80439787817001351 -1.9891379890441894 0.045306451355476278 0.25691029803210275 -0.67152455702424052 0.87394956834854631 -0.76786780387163167 -0.7089314707842741 -0.47627702990812915 -0.33231453125735366 0.045064726813343933 0.71484339869752223 0.18147418888683978 0.36321987617306589 -0.95244173208872485 0.26836060938627826 -0.39278535149314187 -0.18530280998774937 0.58125595756199044 -0.94909438967704773
leaf_weight=95047 38 26 22 21 460 25 25 22 26 25 40 20 3257 993 32 31 32 22 28 83 2960 49 145 82 24 23 22 21 23 20
leaf_count=95047 38 26 22 21 460 25 25 22 26 25 40 20 3257 993 32 31 32 22 28 83 2960 49 145 82 24 23 22 21 23 20
internal_value=0 0.485066 -0.114146 0.174087 -0.00164655 0.0668676 0.0786213 0.854378 -0.447741 -0.00523485 -0.00551132 -1.14137 0.0678425 0.0944434 0.227925 0.0531191 -0.184974 0.125902 -0.107651 -0.00584099 -0.00539765 0.0559717 -0.0645537 -0.00733881 -0.340526 -0.201979 -0.0242348 0.0146753 0.215398 -0.673284
internal_weight=0 161 135 113 103483 5150 5035 69 115 98333 98308 46 4966 4313 1025 3288 92 60 653 98268 98138 3009 605 95129 130 106 47 69 44 48
internal_count=103644 161 135 113 103483 5150 5035 69 115 98333 98308 46 4966 4313 1025 3288 92 60 653 98268 98138 3009 605 95129 130 106 47 69 44 48
cat_boundaries=0 1
cat_threshold=129
is_linear=0
shrinkage=0.01


Tree=265
num_leaves=32
num_cat=4
split_feature=11 10 25 2 3 24 2 2 2 10 12 25 3 4 14 9 7 6 10 2 7 25 4 11 18 1 2 5 11 4 2
split_gain=573337 1.75935e+06 287227 361467 342482 287988 472219 616941 2.71056e+06 286812 253396 275374 221790 476590 330970 206464 304197 205451 844679 319742 586997 154726 103180 103044 108659 94632.6 67563.7 60636.6 27817.4 26497.2 20275.4
threshold=1092.2834 130.02000000000001 0 883.10000000000014 1449.0631000000001 1 23.046000000000003 56.547000000000004 52.029000000000003 212.84944500000003 396.21550000000008 2 285.15000000000003 606.76150000000018 678.01075000000003 13.447500000000003 48.675000000000004 189.19640000000001 556.40500000000009 101.31180000000002 371.89150000000006 3 87.012500000000017 675.38900000000001 925.3130000000001 1439.8675000000001 1070.9310000000003 180.91300000000004 1439.8675000000001 1.4420500000000003 1439.8675000000001
decision_type=2 2 9 2 2 1 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=2 28 4 17 5 12 10 8 -8 -9 11 -7 13 14 -1 16 -14 23 19 21 -21 -19 26 24 25 -4 -5 -17 -2 -25 -28
right_child=1 -3 3 22 -6 6 7 9 -10 -11 -12 -13 15 -15 -16 27 -18 18 -20 20 -22 -23 -24 29 -26 -27 30 -29 -30 -31 -32
leaf_value=-0.027497918630321135 0.047511724063328334 3.3183760388692218 -0.0054824749900392825 0.032446355405061141 1.3197944259643555 0.53147125375681914 0.26905229264556774 0.3292778437571719 3.88968264066256 -0.38554459045182415 0.90309652381473116 0.030276895935813432 -0.57524153534322975 1.3014567545482092 1.2660660362243652 -0.61372756654565985 0.55428277806231852 0.20177051877691932 1.852480311734336 0.26756053953598707 2.087249292969704 -0.09672505796294964 -1.2291669158935548 -0.27196815744042396 0.71408871310097843 0.55624615097045893 -0.45110256036122642 -1.3649711427234468 -0.46131660331379287 -0.73596176433563232 -0.80758879484953716
leaf_weight=1793 21 21 97538 23 22 106 101 346 26 67 36 2074 64 28 20 22 38 249 28 156 20 517 20 32 21 30 39 21 22 20 27
leaf_count=1793 21 21 97538 23 22 106 101 346 26 67 36 2074 64 28 20 22 38 249 28 156 20 517 20 32 21 30 39 21 22 20 27
internal_value=0 0.945854 -0.000926198 -0.00458913 0.07483 0.069212 0.135092 0.400749 1.01028 0.213314 0.0709653 0.0572237 -0.0227759 0.00676716 -0.013228 -0.399442 -0.154438 -0.00395342 0.140864 0.0899882 0.474343 0.00167684 -0.580137 -0.00539209 -0.00515495 -0.00530976 -0.434288 -0.980614 -0.212819 -0.450427 -0.596938
internal_weight=0 64 103484 98720 4764 4742 2756 540 127 413 2216 2180 1986 1841 1813 145 102 98611 970 942 176 766 109 97641 97589 97568 89 43 43 52 66
internal_count=103548 64 103484 98720 4764 4742 2756 540 127 413 2216 2180 1986 1841 1813 145 102 98611 970 942 176 766 109 97641 97589 97568 89 43 43 52 66
cat_boundaries=0 5 6 11 17
cat_threshold=1081344 16384 4096 134349066 262192 2946 0 0 0 131072 32 8388608 512 64 35651584 68 12288
is_linear=0
shrinkage=0.01


Tree=266
num_leaves=24
num_cat=1
split_feature=11 10 11 3 24 0 6 12 6 10 0 5 12 12 12 6 6 10 5 26 8 11 6
split_gain=561927 1.72433e+06 239788 253019 415936 673596 627824 509850 347839 244048 252752 239629 193350 147352 369465 87906.2 129820 515359 112361 38049.8 32006.5 27263.8 24517
threshold=1092.2834 130.02000000000001 675.38900000000001 76.987500000000011 0 883.10000000000014 665.85000000000014 522.5150000000001 521.79500000000019 330.97750000000008 228.21400000000003 326.45950000000005 233.13350000000003 1078.0535000000002 1392.9450000000004 1054.5000000000002 200.23362600000004 522.5150000000001 1083.8250000000003 2022.5000000000002 11.191514000000002 1439.8675000000001 1424.6500000000003
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 3 13 8 6 7 -6 9 10 -5 -10 20 15 -15 16 18 -18 -1 -17 -4 -2 -21
right_child=1 -3 12 4 5 -7 -8 -9 11 -11 -12 -13 -14 14 -16 19 17 -19 -20 22 -22 -23 -24
leaf_value=-0.0041806350014592895 0.047036591484433128 3.2851922144208636 -0.3492486011463663 -0.04622120005521918 0.12985416468874342 1.6123126891351516 1.5675479410986106 -1.0372281647904924 -0.24310089254379272 0.72045083045959479 -0.69246279311902603 -1.7910962204933167 -1.1836744943158379 1.5224024600074404 -0.37672362613677979 -0.0083288965225219724 0.078280494040466581 1.5654481796423594 -0.47834841518402099 -0.77120683279904456 0.12992996001243592 -0.45670343810861758 -0.30426321693088698
leaf_weight=98933 21 21 46 729 2503 31 30 38 20 38 66 20 29 21 20 20 801 24 50 22 20 22 23
leaf_count=98933 21 21 46 729 2503 31 30 38 20 38 66 20 29 21 20 20 801 24 50 22 20 22 23
internal_value=0 0.936396 -0.000916292 -0.000454866 0.0834284 0.146485 0.12938 0.112401 -0.104988 -0.0624498 -0.0998714 -1.0171 -0.503088 -0.00337232 0.595999 -0.00361837 -0.00337896 0.121544 -0.00442015 -0.371249 -0.204043 -0.210691 -0.532547
internal_weight=0 64 103484 103389 3475 2602 2571 2541 873 833 795 40 95 99914 41 99873 99808 825 98983 65 66 43 45
internal_count=103548 64 103484 103389 3475 2602 2571 2541 873 833 795 40 95 99914 41 99873 99808 825 98983 65 66 43 45
cat_boundaries=0 1
cat_threshold=2186
is_linear=0
shrinkage=0.01


Tree=267
num_leaves=26
num_cat=2
split_feature=11 10 11 2 3 24 0 6 12 6 10 0 5 2 2 24 0 6 12 4 1 4 2 11 7
split_gain=550745 1.69002e+06 235016 248443 247984 407659 660191 615330 499704 340917 239191 247722 234860 204982 216181 707133 301636 207519 169449 151212 163603 129892 108932 26721.3 26002.4
threshold=1092.2834 130.02000000000001 675.38900000000001 198.78000000000003 76.987500000000011 0 883.10000000000014 665.85000000000014 522.5150000000001 521.79500000000019 330.97750000000008 228.21400000000003 326.45950000000005 658.86750000000018 364.96250000000003 1 26.032500000000002 165.29860000000002 1078.0535000000002 174.23250000000002 262.64538500000009 1085.2750000000003 883.10000000000014 1439.8675000000001 15.2125
decision_type=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
left_child=2 23 4 24 13 9 7 8 -7 10 11 -6 -11 14 18 16 -16 -17 21 20 22 -1 -15 -2 -4
right_child=1 -3 3 -5 5 6 -8 -9 -10 12 -12 -13 -14 19 15 17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0040460571351892318 0.046566234997340611 3.2523403585524786 -0.34362814588366819 -1.4580279899778821 -0.045758988209712657 0.12855562197649498 1.5961895487385411 1.5518725037574768 -1.0268558803984993 -0.24066988897323607 0.71324633648521019 -0.68553817142139784 -1.7731852474212648 0.0059390420805324204 0.61307456648493386 -0.32687867175367546 1.7977867260472529 0.76565245151519778 0.64722237610816957 -1.0872241202990214 0.48820381586368272 0.47345996187444322 -0.6223747187691766 -0.45213639866222033 0.072162675403413326
leaf_weight=99384 21 21 53 21 729 2503 31 30 38 20 38 66 20 44 83 133 29 20 40 24 26 57 74 22 21
leaf_count=99384 21 21 53 21 729 2503 31 30 38 20 38 66 20 44 83 133 29 20 40 24 26 57 74 22 21
internal_value=0 0.927032 -0.000907129 -0.498058 -0.000450317 0.0825942 0.14502 0.128086 0.111277 -0.103938 -0.0618253 -0.0988727 -1.00693 -0.0033386 -0.00275077 0.282488 0.844434 -0.172772 -0.00351059 -0.352348 -0.229869 -0.00377235 -0.388088 -0.208584 -0.225633
internal_weight=0 64 103484 95 103389 3475 2602 2571 2541 873 833 795 40 99914 99746 265 112 153 99481 168 144 99441 118 43 74
internal_count=103548 64 103484 95 103389 3475 2602 2571 2541 873 833 795 40 99914 99746 265 112 153 99481 168 144 99441 118 43 74
cat_boundaries=0 1 2
cat_threshold=2186 1305
is_linear=0
shrinkage=0.01


Tree=268
num_leaves=25
num_cat=2
split_feature=25 17 7 8 7 18 9 16 2 1 3 1 1 0 18 4 25 1 0 3 0 26 5 26
split_gain=305112 539552 2.72701e+06 389783 376820 333238 421998 343384 258271 257635 573827 325068 150575 129510 103682 103135 386954 102882 95644 90863.8 51712.1 33695.3 30961.1 5907.22
threshold=0 446.37500000000006 371.89150000000006 1468.3681000000001 13.016250000000001 151.03750000000005 367.7580000000001 819.02500000000009 1070.9310000000003 469.21250000000003 670.0675 413.70875000000007 1439.8675000000001 658.11750000000018 925.3130000000001 81.524400000000014 1 218.24100000000001 438.42500000000007 53.872267500000007 1438.4900000000002 2022.5000000000002 31.267000000000003 2022.5000000000002
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
left_child=1 3 4 5 -3 7 19 9 12 11 -11 -1 13 14 15 18 -17 20 -2 22 21 -15 -7 -10
right_child=8 2 -4 -5 -6 6 -8 -9 23 10 -12 -13 -14 17 -16 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.049801291840256383 -0.0065370386337083594 -0.79191692254482182 3.9764621307736356 1.381721907528964 0.8448551808704029 -0.21317527304980019 -1.5607316039158747 1.3360016677493141 -0.8064193136041814 0.2105255334107381 1.812393785095215 -0.7936802227600761 0.82252650347622958 -0.28498619123741431 0.66691818299500838 0.26021344613864084 -0.023970316601017373 -0.96491312217712411 0.28202998986451522 0.29318850398063662 -0.63785321495749736 0.065112327507564002 -0.5921484434193578 -0.59730504471915113
leaf_weight=6784 93555 39 21 22 22 84 26 21 22 212 25 46 22 54 23 677 1584 20 115 32 22 56 29 35
leaf_count=6784 93555 39 21 22 22 84 26 21 22 212 25 46 22 54 23 677 1584 20 115 32 22 56 29 35
internal_value=0 0.0616668 0.868387 0.0526661 -0.201606 0.0486381 -0.387579 0.059162 -0.00508205 0.0553678 0.379499 0.0441205 -0.00468355 -0.00487291 -0.00441089 -0.00457184 0.0621663 -0.296539 -0.00618276 -0.177221 -0.195271 -0.106754 -0.310434 -0.678016
internal_weight=0 7363 82 7281 61 7259 171 7088 96185 7067 237 6830 96128 96106 95954 95931 2261 152 93670 145 132 110 113 57
internal_count=103548 7363 82 7281 61 7259 171 7088 96185 7067 237 6830 96128 96106 95954 95931 2261 152 93670 145 132 110 113 57
cat_boundaries=0 5 11
cat_threshold=1081600 16384 4608 134381834 262192 67125376 532 10485760 0 268443652 4352
is_linear=0
shrinkage=0.01


Tree=269
num_leaves=34
num_cat=6
split_feature=11 2 25 2 3 24 2 2 2 8 25 24 9 3 4 14 9 8 6 25 5 2 24 4 5 4 11 18 11 8 0 2 2
split_gain=538792 1.61555e+06 275217 344459 331785 281135 459817 604816 2.65508e+06 266239 248409 845535 273430 218730 465518 324582 199098 316936 197251 463455 1.25488e+06 357035 163074 317019 232213 100744 99623 99079.9 104183 109742 71531.4 65430.1 19252.6
threshold=1092.2834 11.223500000000003 0 883.10000000000014 1449.0631000000001 1 23.046000000000003 56.547000000000004 52.029000000000003 108.77100000000002 2 3 384.29599999999999 285.15000000000003 606.76150000000018 678.01075000000003 13.447500000000003 28.508000000000006 189.19640000000001 4 287.60700000000003 218.51700000000002 5 117.54253850000002 522.5150000000001 87.012500000000017 1439.8675000000001 925.3130000000001 675.38900000000001 1117.4100000000001 193.54350000000002 1070.9310000000003 1439.8675000000001
decision_type=2 2 9 2 2 1 2 2 2 2 9 1 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=2 26 4 18 5 13 10 8 -8 -9 12 -12 -7 14 15 -1 17 -15 27 20 21 -20 23 -21 -24 31 -2 28 29 -4 -18 -5 -33
right_child=1 -3 3 25 -6 6 7 9 -10 -11 11 -13 -14 16 -16 -17 30 -19 19 22 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 -32 32 -34
leaf_value=-0.027707425592684305 0.32158132358030839 3.2734968776702882 -0.0054068397506700176 0.037099577033001443 1.2986300347068092 0.0092534147822330333 0.26487561994850045 0.33575547961670105 3.8482594842177176 -0.30073239040447447 0.93408890439503223 -0.12763719822161765 0.82508187112354092 -0.43191019593215574 1.28574672971453 1.2533127088546754 -0.55046049367813843 0.97208053660392768 0.11171133792744233 0.082796676006876985 2.7230194763342541 1.3989600112915039 -0.044992270107873149 1.0639233325657091 -1.0967598967118697 -1.2076459465026854 -0.63008248155767266 0.65099393015322482 -0.46177854232788085 0.51206282918046164 -1.366406851681796 -0.4401580556233724 -0.78753625587180809
leaf_weight=1793 22 20 97527 23 22 1879 101 331 26 82 124 171 42 82 28 20 21 20 156 247 24 25 458 38 22 20 22 23 50 41 22 39 27
leaf_count=1793 22 20 97527 23 22 1879 101 331 26 82 124 171 42 82 28 20 21 20 156 247 24 25 458 38 22 20 22 23 50 41 22 39 27
internal_value=0 0.916921 -0.000894004 -0.00447955 0.0732615 0.067731 0.132823 0.394967 0.998482 0.209383 0.0695425 0.334641 0.0269501 -0.0231502 0.00618563 -0.0135759 -0.397211 -0.156618 -0.00385896 0.138039 0.54769 0.289508 0.0208319 0.206372 -0.0912963 -0.566324 -0.154251 -0.00526863 -0.00542325 -0.00518939 -0.967921 -0.422206 -0.582267
internal_weight=0 64 103484 98720 4764 4742 2756 540 127 413 2216 295 1921 1986 1841 1813 145 102 98611 970 205 181 765 285 480 109 44 97641 97618 97568 43 89 66
internal_count=103548 64 103484 98720 4764 4742 2756 540 127 413 2216 295 1921 1986 1841 1813 145 102 98611 970 205 181 765 285 480 109 44 97641 97618 97568 43 89 66
cat_boundaries=0 5 6 11 12 18 19
cat_threshold=1081344 16384 4096 134349066 262192 2946 1081344 16384 0 134217728 262160 1104 0 0 576 0 8196 4096 1283
is_linear=0
shrinkage=0.01


Tree=270
num_leaves=36
num_cat=4
split_feature=2 16 18 0 3 24 3 7 1 24 0 24 9 5 5 26 8 9 3 2 0 2 1 1 18 6 1 0 7 24 6 0 14 5 5
split_gain=533871 2.76279e+06 467434 739323 454657 534380 701689 375889 157233 263035 284750 367422 1.12359e+06 214165 172833 167605 133643 117686 226872 177409 116343 107324 373055 130632 105333 173740 229378 103952 374140 299469 126083 103145 85682 67574.2 45979.5
threshold=364.96250000000003 352.21000000000004 7.7340000000000009 883.10000000000014 764.58775000000003 0 44.187500000000007 448.18200000000007 43.933 1 50.029250000000012 2 285.81500000000005 616.44275000000005 448.18200000000007 2022.5000000000002 1468.3681000000001 191.37774500000003 35.217375000000011 81.89400000000002 1438.4900000000002 98.892500000000013 56.343250000000005 884.13250000000005 196.83723500000002 421.77600000000007 233.37814 438.42500000000007 79.824400000000011 3 1424.6500000000003 112.50100000000002 1420.5906000000002 86.266250000000028 78.483250000000012
decision_type=2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=8 2 3 4 5 6 -2 -7 16 13 14 12 15 24 21 -12 20 18 -13 -19 27 23 -23 -11 25 31 -27 30 29 -29 32 -10 -1 -26 -4
right_child=1 -3 34 -5 -6 7 -8 -9 9 10 11 17 -14 -15 -16 -17 -18 19 -20 -21 -22 22 -24 -25 33 26 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.0053126684713006621 1.2857726115685006 3.5401656723022463 -0.55477591896057132 2.0218732088262383 1.4497127591646635 0.0056168460095866344 -0.37490012118690891 -1.3054009152495343 -9.549076424126059e-05 0.03533980408972557 0.56208307797684887 -0.099822796214849532 2.6460916650813564 -0.89062804156336284 0.95661949748084651 0.12787223266966549 0.69878294485586667 -0.93032459003584722 0.40236809435004961 0.13099744213951958 -0.62750662549336755 1.4083070598602296 0.10554304474412085 -0.53456894368660157 -0.17814183696111044 1.3987145788669586 -0.0513306946059068 0.65482937072950687 -0.8645342754548595 -0.0022491596347984227 0.65402106646833746 -0.22258111816306575 -0.65991052246093751 -0.92855389785766607 -1.2328579459190367
leaf_weight=97201 77 25 20 22 26 445 38 23 1674 2113 197 195 23 29 21 162 27 28 167 36 30 25 182 41 30 20 24 116 31 164 29 238 20 20 20
leaf_count=97201 77 25 20 22 26 445 38 23 1674 2113 197 195 23 29 21 162 27 28 167 36 30 25 182 41 30 20 24 116 31 164 29 238 20 20 20
internal_value=0 0.27609 0.154478 0.220931 0.155872 0.0981708 0.678066 -0.0575831 -0.00180315 0.0516418 0.108114 0.270672 0.490576 -0.03723 0.0534262 0.366144 -0.00466379 0.0605432 0.131851 -0.333331 -0.00485841 0.0453927 0.262882 0.024492 -0.0250783 -0.0134927 0.607781 -0.00466694 0.177867 0.293276 -0.00525068 -0.0277898 -0.00544733 -0.478307 -0.893817
internal_weight=0 696 671 631 609 583 115 468 102843 5225 3190 808 382 2035 2382 359 97618 426 362 64 97591 2361 207 2154 2006 1956 44 97561 311 280 97250 1912 97221 50 40
internal_count=103539 696 671 631 609 583 115 468 102843 5225 3190 808 382 2035 2382 359 97618 426 362 64 97591 2361 207 2154 2006 1956 44 97561 311 280 97250 1912 97221 50 40
cat_boundaries=0 1 2 3 4
cat_threshold=1281 2440 84 2098
is_linear=0
shrinkage=0.01


Tree=271
num_leaves=41
num_cat=10
split_feature=4 0 2 25 8 0 1 7 5 8 6 25 24 5 2 2 0 13 24 8 6 25 24 25 26 6 25 26 1 12 24 1 2 8 25 0 7 0 1 2
split_gain=544876 1.87117e+06 309609 658063 572254 742925 787051 791796 392064 416102 322229 174311 226859 516245 498885 2.60164e+06 530961 171598 156743 128344 251348 117967 139893 143018 120435 118930 116985 108297 95969.4 107940 94487 219030 93565.7 89419.2 122525 80469.9 73685.3 26217 38892.6 9058.9
threshold=891.77550000000008 507.82280000000009 114.45750000000002 0 27.609719999999999 883.10000000000014 756.19086000000004 394.58800000000002 421.77600000000007 380.13250000000005 393.73500000000007 1 2 616.44275000000005 54.609000000000002 65.68125000000002 438.42500000000007 257.16300000000007 3 81.253 8.0827500000000025 4 5 6 2022.5000000000002 189.19640000000001 7 2022.5000000000002 756.19086000000004 1078.0535000000002 8 262.64538500000009 472.9221300000001 35.572800000000008 9 285.35875000000004 221.43500000000003 23.455000000000002 1070.9310000000003 352.68673250000012
decision_type=2 2 2 9 2 2 2 2 2 2 2 9 1 2 2 2 2 2 1 2 2 9 1 9 2 2 9 2 2 2 1 2 2 2 9 2 2 2 2 2
left_child=2 19 11 4 5 6 7 -4 10 -10 18 12 13 14 16 -16 -1 26 -6 20 27 24 23 -23 -14 -24 32 -2 29 33 31 -28 39 35 -35 -13 -32 38 -30 -5
right_child=1 -3 3 17 8 -7 -8 -9 9 -11 -12 28 21 -15 15 -17 -18 -19 -20 -21 -22 22 25 -25 -26 -27 30 -29 37 -31 36 -33 -34 34 -36 -37 -38 -39 -40 -41
leaf_value=0.051033521358140925 0.71144473047817458 3.4515040740966798 0.26865504375271249 -0.04974238953500424 0.22201937039693195 2.312859866142273 2.231277158910578 2.2820332055091859 -1.665634049875983 -0.023760623064908115 0.95625383531725083 -0.0097989271923714198 0.59619833503944286 1.442633672441755 3.8164336620677601 -0.071866443875139657 1.0226920191028663 -0.75900311903520068 -0.26385533335291106 0.85522573731162321 -0.88361827373504642 -0.12812705616552958 0.017749349492781633 0.0061583347536762747 0.0095370408179054796 0.26280359580678847 0.067819432683192293 -0.029459119756171048 0.09185407781600953 0.6238296416953758 -0.039464650585125854 1.033745100402832 -0.6934009218215943 0.085688510391668665 -0.055365052803363797 -0.15759639016357629 -0.46998184459550041 -0.6629340583627874 -0.48136054006116141 -0.29113234650004993
leaf_weight=4211 34 20 836 53 113 20 22 20 29 33 37 84288 69 28 22 79 57 33 135 22 24 1480 5129 1702 71 206 385 47 20 27 744 25 46 2128 859 370 42 22 29 22
leaf_count=4211 34 20 836 53 113 20 22 20 29 33 37 84288 69 28 22 79 57 33 135 22 24 1480 5129 1702 71 206 385 47 20 27 744 25 46 2128 859 370 42 22 29 22
internal_value=0 0.608454 -0.000800131 0.107049 0.271653 0.407106 0.363695 0.315697 -0.0710569 -0.791734 0.0857219 -0.0035767 0.0305034 0.0889207 0.0804485 0.77509 0.0640102 -0.0464203 -0.0441558 0.16073 0.0152162 0.000764108 -0.00412716 -0.0565057 0.278765 0.0271607 -0.0289176 0.281538 -0.00864946 -0.00835283 0.00236581 0.1237 -0.312502 -0.00854758 0.0452259 -0.0104449 -0.0616846 -0.376154 -0.247395 -0.12055
internal_weight=0 147 103392 2595 1245 898 878 856 347 62 285 100797 13054 4397 4369 101 4268 1350 248 127 105 8657 8517 3182 140 5335 1317 81 87743 87672 1196 410 121 87645 2987 84658 786 71 49 75
internal_count=103539 147 103392 2595 1245 898 878 856 347 62 285 100797 13054 4397 4369 101 4268 1350 248 127 105 8657 8517 3182 140 5335 1317 81 87743 87672 1196 410 121 87645 2987 84658 786 71 49 75
cat_boundaries=0 6 12 13 14 18 19 23 28 29 35
cat_threshold=1099396 128 520 32768 8212 12288 1146126592 541114368 4434 41070882 8912960 32 1050 1577 0 0 0 4325632 704 1074823168 536903680 320 34603042 67108864 537001984 0 65538 8388608 833 35996168 33686052 10519072 16777216 268443652 12544
is_linear=0
shrinkage=0.01


Tree=272
num_leaves=30
num_cat=2
split_feature=4 0 2 24 0 3 2 2 2 6 26 3 1 8 6 10 13 0 6 0 24 12 9 26 1 6 13 11 26
split_gain=534033 1.83393e+06 303439 378162 827615 371684 318223 306730 233456 227829 202578 214264 187495 125790 246346 121654 171768 149202 143631 121010 343081 559251 227188 106142 96321 104728 77958.6 50533.7 20229.6
threshold=891.77550000000008 507.82280000000009 114.45750000000002 0 748.92250000000013 764.58775000000003 1439.8675000000001 1070.9310000000003 117.51455000000003 763.68025000000011 2022.5000000000002 384.83520000000004 190.85750000000002 81.253 8.0827500000000025 451.48500000000007 383.61250000000007 1438.4900000000002 328.43000000000001 80.731500000000025 1 375.28000000000003 523.54700000000014 2022.5000000000002 1070.9310000000003 877.0150000000001 64.038300000000007 190.60000000000002 2022.5000000000002
decision_type=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=2 13 15 5 6 8 7 9 -4 -5 12 -12 -10 14 23 17 18 19 26 24 21 -21 -22 -2 25 -1 27 -17 -26
right_child=1 -3 3 4 -6 -7 -8 -9 10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 22 -23 -24 -25 28 -27 -28 -29 -30
leaf_value=-0.0047840927736699963 0.70433028585770563 3.4169889736175536 0.94701342179016634 0.18677950684967737 1.8774555018852497 1.305058225631714 -0.86531084817031334 1.2107472718995194 -0.023141738674925558 -0.88777861022949223 -0.25696098886229624 0.59723004033488614 0.53882206949469169 0.84667348601601344 -0.87478210449218752 -0.23451131055752439 -1.0513128255761188 -0.63791124653171849 0.60469097531360128 0.14620504220119035 -0.052495316285092165 1.5993465285831028 0.9942944776444208 -0.029164536252934883 -0.21659719597209584 0.36904103094736734 0.32774113416671752 -0.73014201760292052 -0.62181459171431408
leaf_weight=97332 34 20 22 1467 29 20 29 29 318 20 557 31 73 22 24 144 23 37 23 1387 1632 27 21 47 22 75 22 24 28
leaf_count=97332 34 20 22 1467 29 20 29 29 318 20 557 31 73 22 24 144 23 37 23 1387 1632 27 21 47 22 75 22 24 28
internal_value=0 0.60237 -0.000792259 0.105977 0.202471 -0.0443286 0.172342 0.192191 -0.0717322 0.172327 -0.0946253 -0.211927 0.0817773 0.159122 0.0150641 -0.00354102 -0.230318 -0.00300881 -0.141666 -0.00277512 0.0590729 0.172731 -0.038961 0.278722 -0.0047215 -0.00449626 -0.232014 -0.305316 -0.443519
internal_weight=0 147 103392 2595 1574 1021 1545 1516 1001 1487 979 588 391 127 105 100797 236 100561 213 100524 3067 1414 1653 81 97457 97407 190 168 50
internal_count=103539 147 103392 2595 1574 1021 1545 1516 1001 1487 979 588 391 127 105 100797 236 100561 213 100524 3067 1414 1653 81 97457 97407 190 168 50
cat_boundaries=0 1 2
cat_threshold=2190 1078
is_linear=0
shrinkage=0.01


Tree=273
num_leaves=26
num_cat=2
split_feature=4 0 2 24 0 3 2 2 5 2 13 12 8 26 14 0 5 1 1 24 5 2 7 0 26
split_gain=523406 1.79744e+06 297401 370637 811146 364288 311890 300626 253645 214333 207171 183134 123287 117894 110626 110005 106149 103487 111922 308451 197769 64719.6 50653.3 40456.3 10488.5
threshold=891.77550000000008 507.82280000000009 114.45750000000002 0 748.92250000000013 764.58775000000003 1439.8675000000001 1070.9310000000003 522.5150000000001 117.51455000000003 326.59750000000003 450.36346000000009 81.253 2022.5000000000002 1420.5906000000002 1438.4900000000002 6.5747500000000008 1070.9310000000003 143.69840000000002 1 616.44275000000005 2.5072500000000004 38.737000000000009 54.946000000000005 2022.5000000000002
decision_type=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
left_child=2 12 14 5 6 8 7 10 9 -4 -5 -11 13 21 15 17 -15 18 20 -20 -1 -2 -10 24 -19
right_child=1 -3 3 4 -6 -7 -8 -9 22 11 -12 -13 -14 16 -16 -17 -18 23 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.0048017874987443202 0.77904256364573599 3.382819091796875 0.93754328713074997 0.1916925276691801 1.8586809523352261 1.2920076732635499 -0.85665772273622709 1.198639883172923 -0.49826106798081171 -0.082655870406908763 -0.49003195430921476 0.8406095209988681 0.8382067324898459 0.03198773779520174 -0.72923492794945133 -0.53434776795216099 -0.84229671296619235 -0.36917002059164505 0.2084379602551856 -0.067214289910220479 0.34169527120301219 0.0012331867218017577 -1.2014483923912049 -0.024778598438609731 -0.66261888734225571
leaf_weight=98884 23 20 22 1441 29 20 29 29 21 916 46 22 22 41 21 39 21 21 856 760 165 20 20 22 29
leaf_count=98884 23 20 22 1441 29 20 29 29 21 916 46 22 22 41 21 39 21 21 856 760 165 20 20 22 29
internal_value=0 0.596346 -0.000784337 0.104918 0.200446 -0.0438853 0.170618 0.190269 -0.0710149 -0.0381181 0.170604 -0.0610015 0.157531 0.0149134 -0.00350561 -0.00335438 -0.264141 -0.00314881 -0.00287774 0.0796734 -0.00422458 0.417271 -0.841279 -0.382134 -0.53937
internal_weight=0 147 103392 2595 1574 1021 1545 1516 1001 960 1487 938 127 105 100797 100776 62 100737 100665 1616 99049 43 41 72 50
internal_count=103539 147 103392 2595 1574 1021 1545 1516 1001 960 1487 938 127 105 100797 100776 62 100737 100665 1616 99049 43 41 72 50
cat_boundaries=0 1 2
cat_threshold=2190 1142
is_linear=0
shrinkage=0.01


Tree=274
num_leaves=43
num_cat=4
split_feature=4 0 2 25 5 0 6 9 2 7 6 6 25 5 5 6 6 2 7 2 0 6 4 6 25 2 6 4 5 25 5 12 0 0 5 4 26 4 5 4 2 5
split_gain=512990 1.76167e+06 291730 596570 443256 645683 680486 599145 371458 283374 355490 321755 176910 194874 531129 170665 251468 190317 138127 120939 118708 113969 83472.7 81165.1 79883.5 141208 91015.4 69515.6 68835.9 66699.2 163261 109335 82277.8 230596 62120.3 45520.7 43978.6 52521.6 33853.7 20866.9 17569.8 4190.99
threshold=891.77550000000008 507.82280000000009 101.31180000000002 0 421.77600000000007 883.10000000000014 173.40750000000003 6.6610000000000005 749.57248000000016 22.153894000000005 483.06600000000009 189.19640000000001 1 552.55750000000012 678.89998000000014 1054.5000000000002 763.68025000000011 52.029000000000003 52.69700000000001 512.13625000000013 1438.4900000000002 264.52500000000003 277.77250000000009 104.02000000000001 2 284.91500000000008 328.43000000000001 1085.2750000000003 10.14115 3 1083.8250000000003 890.55300000000011 149.11750000000004 172.78900000000002 87.541200000000018 106.765 2022.5000000000002 1468.3681000000001 39.280380000000001 90.852000000000018 658.86750000000018 897.08550000000014
decision_type=2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 12 4 5 6 8 -8 -4 22 11 -11 13 15 -15 16 17 -1 41 24 29 27 -6 39 25 35 38 -2 -27 32 31 -31 34 -34 -14 -5 -29 -38 -26 40 -21 -16
right_child=1 -3 3 19 9 -7 7 -9 -10 10 -12 -13 20 14 18 -17 -18 -19 -20 23 -22 -23 -24 -25 26 28 -28 36 -30 30 -32 -33 33 -35 -36 -37 37 -39 -40 -41 -42 -43
leaf_value=0.029207635822553417 -0.10446235841320407 3.3489908905029298 0.13103333335861411 -0.018496125116506043 0.50599509932778097 1.81061726638249 1.470379773909787 0.25371516103985942 0.91191033935546872 -1.1643401355743408 -1.8565472512018113 0.60793070838564922 0.00095319469892188194 1.8975687976110549 -0.26263887845552886 -0.71408730189005543 0.98755123138427736 0.35434651238209491 0.76880414615977899 -0.41208430812472385 -0.74174622015519576 -0.49849136352539064 -0.30050127574375696 -0.83171943166981577 -0.066829363488466076 0.63092020592322717 -0.58275426335632807 0.76329263095198008 0.022105826689646793 -0.012610969626516153 -0.804953753398015 0.70906027021862217 0.60593141982134657 0.03879970915843306 0.098347392195472061 0.34644207076022498 0.61322582765059042 -0.070213820415994402 0.10394189484309459 0.097182233674185617 -0.16799357130069925 -0.08632379157202584
leaf_weight=6699 31 20 970 340 33 28 83 79 65 20 21 21 27274 21 26 30 28 185 22 42 22 22 21 23 731 65 32 29 26 64900 26 21 85 458 671 38 22 23 138 21 99 28
leaf_count=6699 31 20 970 340 33 28 83 79 65 20 21 21 27274 21 26 30 28 185 22 42 22 22 21 23 731 65 32 29 26 64900 26 21 85 458 671 38 22 23 138 21 99 28
internal_value=0 0.590382 -0.000776357 0.0981751 0.251694 0.309517 0.274404 0.877068 0.180074 -0.337245 -0.798512 -0.256592 -0.00362785 0.0446818 0.489866 0.0385256 0.0417922 0.0379454 0.100895 -0.035606 -0.00727044 0.155956 0.192358 -0.275825 -0.00342755 0.101171 -0.0583495 0.293078 0.456973 -0.00709828 -0.0126929 -0.0123775 0.00565875 0.127577 0.00329177 0.0181908 0.459615 0.263912 -0.0397103 -0.196902 -0.240701 -0.171216
internal_weight=0 147 103392 2896 1341 1225 1197 162 1035 116 62 41 100496 7039 97 6942 6912 6884 76 1555 93457 127 54 185 1370 469 901 105 91 93435 64947 64921 28488 543 27945 378 74 45 869 162 141 54
internal_count=103539 147 103392 2896 1341 1225 1197 162 1035 116 62 41 100496 7039 97 6942 6912 6884 76 1555 93457 127 54 185 1370 469 901 105 91 93435 64947 64921 28488 543 27945 378 74 45 869 162 141 54
cat_boundaries=0 6 12 18 24
cat_threshold=1098372 128 584 0 8212 12288 1074823168 541114368 4098 41066530 524288 32 35652608 268435984 276824064 2129920 64 256 71565700 8389152 276922872 67178752 1887445058 1280
is_linear=0
shrinkage=0.01


Tree=275
num_leaves=26
num_cat=2
split_feature=4 8 5 16 10 6 12 5 14 6 4 0 2 4 14 2 0 16 24 24 5 4 17 2 2
split_gain=408188 891904 215773 452197 426405 352860 340447 330906 277124 239405 235006 226580 603438 354189 200794 165294 113070 108683 103010 96606.8 79668.8 88967.2 44108.7 28154.5 17529.1
threshold=1085.2750000000003 117.70800000000001 25.210500000000007 819.02500000000009 796.68750000000011 111.55832500000001 564.6037500000001 421.77600000000007 678.01075000000003 1054.5000000000002 672.57974000000002 594.30750000000012 383.96180000000004 111.55832500000001 39.845500000000008 883.10000000000014 38.717000000000006 237.51325000000003 0 1 13.903 1468.3681000000001 254.61300000000003 1439.8675000000001 1070.9310000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2
left_child=2 20 10 4 6 -6 8 14 9 -4 11 15 13 18 -8 17 -12 19 -13 -1 21 -2 -19 24 -17
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 16 12 -14 -15 -16 23 -18 22 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0050879455026663824 0.74696100050403236 2.5229376888275148 0.041658575430058971 1.4537961748371953 0.093711860830133609 1.847039271990458 -0.79162118393441905 -1.6404209402333134 1.122212148110072 1.0032138476004966 -0.32295437117754405 0.22084205711097049 1.873762129870328 1.2223454535448992 0.57841195249557498 -0.33720469013337168 -1.1773960404168993 -0.23977187218497675 -0.19979519733861714 -0.014961574886408695 -0.27427485430682147 -0.046243030841533958 0.095318835196287741 -0.16574430914486157 -0.65401457107067107
leaf_weight=48801 31 20 6297 23 22 24 23 23 24 26 59 104 22 27 20 31 21 269 109 47336 27 26 46 34 40
leaf_count=48801 31 20 6297 23 22 24 23 23 24 26 59 104 22 27 20 31 21 269 109 47336 27 26 46 34 40
internal_value=0 0.625065 -0.00173861 0.0541191 0.0491349 1.00849 0.0422535 -0.672253 0.0496834 0.0456125 -0.00547518 -0.00502752 0.288651 0.143349 -0.154396 -0.0058244 -0.547245 -0.0053927 0.00657449 -0.00478508 0.173191 0.385149 -0.190838 -0.402374 -0.515689
internal_weight=0 104 103381 6482 6459 46 6413 66 6347 6323 96899 96819 262 240 43 96557 80 96452 213 96137 84 57 315 105 71
internal_count=103485 104 103381 6482 6459 46 6413 66 6347 6323 96899 96819 262 240 43 96557 80 96452 213 96137 84 57 315 105 71
cat_boundaries=0 1 2
cat_threshold=3746 1079
is_linear=0
shrinkage=0.01


Tree=276
num_leaves=29
num_cat=4
split_feature=4 5 1 18 14 25 9 3 2 5 3 0 4 25 2 2 25 14 12 0 3 4 25 6 4 11 2 2
split_gain=400065 682815 300792 612977 591956 565908 663254 302077 283256 240301 883829 529178 703023 190438 213055 163359 144459 224773 138908 136149 125741 104911 91186.5 73489.9 55802.5 54329.9 9168.44 1116.77
threshold=1085.2750000000003 326.45950000000005 122.82375000000002 524.50200000000007 678.01075000000003 0 430.98750000000007 514.39811750000013 883.10000000000014 392.81250000000006 108.75750000000001 78.99675000000002 83.317735000000013 1 749.57248000000016 85.961250000000021 2 16.572500000000002 225.6585 40.255800000000001 384.83520000000004 33.036750000000005 3 328.43000000000001 1468.3681000000001 55.097000000000008 1439.8675000000001 1070.9310000000003
decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 9 2 2 2 2 2
left_child=2 15 8 4 5 6 7 -4 9 13 18 12 -12 20 22 24 25 -18 23 26 21 -1 -15 -11 -2 -7 27 -10
right_child=1 -3 3 -5 -6 16 -8 -9 19 10 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.15287768278345273 0.79597716140747066 2.2793931217193601 0.25286058472728057 -1.5195758935679562 1.8339345485270024 -0.17000387339629505 2.0370930366930753 1.2369709451270827 -0.48458221708025251 -0.089663229381739026 2.9648121936504657 0.16570489883422851 0.50480000178019202 -0.034077666013026232 0.85059364812127469 -0.51687684059143069 0.11475934671682325 -0.26671492216939274 0.82084385299682627 -1.2659000091552735 -0.58236195907592769 -0.33412003714105359 -0.0033042677465999941 0.43120806924502059 0.19565153539180757 0.27073956799507143 -0.21181045778336063 -0.39129727132392655
leaf_weight=1153 30 20 569 23 20 413 23 33 21 279 26 30 21 10799 29 22 1262 176 20 20 25 46 88269 30 32 30 31 33
leaf_count=1153 30 20 569 23 20 413 23 33 21 279 26 30 21 10799 29 22 1262 176 20 20 25 46 88269 30 32 30 31 33
internal_value=0 0.618815 -0.00172122 0.105561 0.120358 0.106682 0.364647 0.306807 -0.00443327 -0.00389213 0.238902 1.20334 1.86566 -0.00487472 -0.00641101 0.223439 0.0189292 0.0675998 0.0131826 -0.523554 0.118589 0.134194 -0.00666252 -0.0390932 0.486132 -0.137063 -0.348884 -0.427575
internal_weight=0 104 103381 2549 2526 2506 625 602 100832 100727 406 77 47 100321 99097 84 1881 1438 329 105 1224 1199 99068 309 62 443 85 54
internal_count=103485 104 103381 2549 2526 2506 625 602 100832 100727 406 77 47 100321 99097 84 1881 1438 329 105 1224 1199 99068 309 62 443 85 54
cat_boundaries=0 6 12 18 24
cat_threshold=70270976 536887296 520 2097154 68 4096 1073741824 536870912 4098 139591680 48 32 277086848 2416050196 2097154 68190208 16 256 738197570 201403520 236193152 1073758730 137630720 128
is_linear=0
shrinkage=0.01


Tree=277
num_leaves=25
num_cat=7
split_feature=4 0 1 18 14 25 10 24 2 16 25 24 25 2 25 6 24 12 14 0 1 3 2 2
split_gain=392104 403117 294806 600779 580176 555209 1.47755e+06 301580 277619 182797 181858 273508 306231 244374 194355 170742 156420 194000 186147 133439 128577 353563 8985.99 1094.54
threshold=1085.2750000000003 252.70150000000004 122.82375000000002 524.50200000000007 678.01075000000003 0 330.97750000000008 1 883.10000000000014 925.3130000000001 2 3 4 749.57248000000016 5 665.85000000000014 6 126.55000000000001 36.721200000000003 40.255800000000001 45.345000000000006 0.45700000000000007 1439.8675000000001 1070.9310000000003
decision_type=2 2 2 2 2 9 2 1 2 2 9 1 9 2 9 2 1 2 2 2 2 2 2 2
left_child=2 20 8 4 5 6 7 -4 9 10 11 12 -1 15 -13 -12 17 -7 -18 22 21 -2 23 -10
right_child=1 -3 3 -5 -6 16 -8 -9 19 -11 13 14 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0016328460878605466 0.61267658687773208 1.8885463733673096 0.5261916814329195 -1.5043801382313604 1.8155951797962189 0.072390073747569436 2.6776592028582535 0.030389504266135833 -0.47973639079502656 0.64801185198994571 -0.0065445726978077988 -0.13249760729041302 0.4444133594092422 0.94540598233540851 0.1566101560411943 0.3693299869712719 -0.013301162603204925 0.55434671023617621 -0.45150961384860749 -1.2532409973144532 0.98648163568405878 -0.97649004709152953 -0.20969235266408615 -0.38738429416309705
leaf_weight=268 42 20 234 23 20 906 27 262 21 43 98969 529 371 27 399 121 876 92 109 20 21 21 31 33
leaf_count=268 42 20 234 23 20 906 27 262 21 43 98969 529 371 27 399 121 876 92 109 20 21 21 31 33
internal_value=0 0.612627 -0.00170404 0.104505 0.119155 0.105616 0.392033 0.275518 -0.00438897 -0.00385324 -0.00413164 0.102413 0.260197 -0.00582581 -0.00784931 -0.00608559 0.0279573 0.11566 -0.0611722 -0.518318 0.308836 0.0829544 -0.345395 -0.423299
internal_weight=0 104 103381 2549 2526 2506 523 496 100832 100727 100684 1567 639 99117 928 99090 1983 998 985 105 84 63 85 54
internal_count=103485 104 103381 2549 2526 2506 523 496 100832 100727 100684 1567 639 99117 928 99090 1983 998 985 105 84 63 85 54
cat_boundaries=0 6 7 13 14 19 23 24
cat_threshold=68173824 536870912 520 2097154 68 4096 371 1073741824 536870912 4098 141688832 48 32 2634 0 0 2 1048576 48 1073741824 536870912 0 2228224 1334
is_linear=0
shrinkage=0.01


Tree=278
num_leaves=24
num_cat=0
split_feature=16 1 18 14 10 0 11 12 5 6 3 2 2 22 22 0 2 16 0 22 2 5 2
split_gain=370068 298495 703584 675097 372365 593238 502162 288633 279660 968432 229969 210141 208529 134429 161551 119848 113146 110713 105548 31012.7 22242.5 31920 13942.5
threshold=1107.6734000000001 122.82375000000002 524.50200000000007 678.01075000000003 255.92650000000003 181.65750000000006 21.834000000000003 225.6585 616.44275000000005 276.51600000000002 888.10000000000014 883.10000000000014 883.10000000000014 261.87000000000006 524.87500000000011 131.25500000000002 749.57248000000016 371.63775000000004 11.359500000000002 343.16750000000008 49.990000000000009 1449.0631000000001 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 10 7 -7 -6 11 15 12 13 -3 16 19 20 17 -1 22 -15 21 -10 -13
right_child=-2 2 -4 -5 5 6 -8 -9 9 -11 -12 18 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0045323137715533391 0.99883847236633305 0.075818272009783846 -1.599137978553772 1.8652681537107989 0.37469289291988722 2.5857087861923946 0.69915985750597576 -0.97132499740237277 -0.024400548751537618 1.8793218472344535 0.89173687710481531 -0.40018978586383896 -0.65246780943870553 0.43748994561758908 -0.23773955895350529 0.71000073313713075 0.55575397570927942 -0.25845840960524458 -1.1128442564010621 0.92841500251523912 0.25833293914794925 -0.42898944616317752 -0.12557058465891871
leaf_weight=100286 37 2297 24 22 66 21 43 21 104 35 34 51 40 22 26 24 36 172 20 31 20 24 29
leaf_count=100286 37 2297 24 22 66 21 43 21 104 35 34 51 40 22 26 24 36 172 20 31 20 24 29
internal_value=0 -0.00143243 0.105034 0.121111 0.105896 0.587389 1.31818 0.049792 -0.00414264 0.363041 0.0752319 -0.00489763 0.063353 -0.00444206 0.407904 0.0544958 -0.00476621 -0.00496708 -0.463081 0.724635 -0.0518023 -0.100261 -0.30064
internal_weight=0 103448 2568 2544 2522 151 64 87 100880 207 2371 100673 2337 100573 79 172 100494 100458 100 53 148 128 80
internal_count=103485 103448 2568 2544 2522 151 64 87 100880 207 2371 100673 2337 100573 79 172 100494 100458 100 53 148 128 80
is_linear=0
shrinkage=0.01


Tree=279
num_leaves=30
num_cat=8
split_feature=4 8 1 18 14 25 10 24 2 25 24 25 2 25 2 12 0 4 3 10 24 0 7 2 24 0 2 4 2
split_gain=382093 863852 283314 576316 557144 545229 1.55002e+06 358659 268107 172088 261773 296010 236521 189021 171770 251483 165527 600054 158876 148989 139829 129259 117797 78817.1 78792.9 38631.7 8565.94 2558.25 1095.46
threshold=1085.2750000000003 117.70800000000001 122.82375000000002 524.50200000000007 678.01075000000003 0 349.36250000000007 1 883.10000000000014 2 3 4 749.57248000000016 5 512.13625000000013 422.87500000000006 594.30750000000012 133.78600000000003 335.00670000000008 901.21050000000014 6 40.255800000000001 5.008 85.961250000000021 7 15.175015500000002 1439.8675000000001 1468.3681000000001 1070.9310000000003
decision_type=2 2 2 2 2 9 2 1 2 9 1 9 2 9 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2
left_child=2 23 8 4 5 6 7 -4 9 10 11 25 16 24 15 -7 19 -18 -16 -11 -15 26 -13 27 -12 -1 28 -2 -10
right_child=1 -3 3 -5 -6 14 -8 -9 21 12 13 22 -14 20 18 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.039178538187312699 0.41397517331441241 2.4725522689819339 0.55362228026074811 -1.4733449529564899 1.7792198431491852 0.031201139926291897 2.9347832074372668 0.01302181079378867 -0.47168325696672708 -0.0065749626568156029 -0.3230627251894046 0.49239264715025277 0.93039440543563279 -0.015341719256507026 -0.59040687316656115 0.76445302069187171 0.072741285364930811 1.6973713331956131 0.25286043094050498 0.49609160245475126 0.35815037693387713 -1.2326732177734376 -0.23188045740127564 -0.33879868051280149 -0.051694007126126283 0.39813052675940774 -0.20666799975979713 0.28443793142995527 -0.37929259242433488
leaf_weight=247 30 20 232 23 20 1831 23 261 21 98863 146 349 27 224 80 48 181 26 31 59 176 20 24 23 383 22 31 31 33
leaf_count=247 30 20 232 23 20 1831 23 261 21 98863 146 349 27 224 80 48 181 26 31 59 176 20 24 23 383 22 31 31 33
internal_value=0 0.604764 -0.0016735 0.102445 0.116793 0.103525 0.389744 0.278916 -0.00430558 -0.00377911 0.0997306 0.253622 -0.0054286 -0.00818692 0.0272146 0.0499324 -0.00568404 0.276801 -0.3549 -0.00627516 0.153722 -0.509354 0.434151 0.160053 -0.131194 -0.00329114 -0.339161 0.348145 -0.415222
internal_weight=0 104 103381 2549 2526 2506 516 493 100832 100727 1571 642 99156 929 1990 1879 99129 207 111 98922 400 105 373 84 529 269 85 61 54
internal_count=103485 104 103381 2549 2526 2506 516 493 100832 100727 1571 642 99156 929 1990 1879 99129 207 111 98922 400 105 373 84 529 269 85 61 54
cat_boundaries=0 6 7 13 14 19 23 24 25
cat_threshold=70270976 536870912 520 2097154 4 4096 371 1073741824 536870912 4098 141688832 48 32 2634 0 0 2 1048576 48 1073741824 536870912 0 2228224 389 1028
is_linear=0
shrinkage=0.01


Tree=280
num_leaves=26
num_cat=2
split_feature=11 10 25 25 2 11 2 9 6 0 11 0 6 17 10 1 4 1 4 9 11 10 1 26 2
split_gain=452981 1.50685e+06 317487 263492 250094 650846 320420 999529 854920 544801 222442 373868 187612 184119 181608 186749 169548 167326 362297 358092 123561 18805.4 14631.4 6585.21 5931.13
threshold=1092.2834 130.02000000000001 0 1 658.86750000000018 52.741000000000007 364.96250000000003 2.2140000000000009 173.40750000000003 104.42500000000001 675.38900000000001 28.772400000000001 877.0150000000001 1037.0750000000003 675.38900000000001 383.83325000000008 8.0827500000000025 122.82375000000002 1468.3681000000001 384.29599999999999 79.689000000000007 1098.7459000000001 51.884800000000006 2022.5000000000002 1070.9310000000003
decision_type=2 2 9 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 4 23 6 16 12 8 9 -8 13 -12 14 17 15 -1 22 18 -5 -19 -9 -16 24 -4 -6
right_child=1 -3 3 10 5 -7 7 20 -10 -11 11 -13 -14 -15 21 -17 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0541570616351588 -0.27712851262092592 3.0308266957600911 -0.53580248081322868 -0.0062605742959710754 -0.71746080581958482 1.1806963773000809 0.064962256865067916 -0.12381934191499439 2.9502611303329469 1.7588250523600084 -0.048072834137158515 -1.7297316198349 0.75469766176663911 0.93233130182538715 -0.37138412978914048 0.36242737593909208 -1.51520239788553 0.060038502041612415 1.3397962102890015 0.73976411943082454 -1.0811711461727436 -0.75382881355285647 -0.29356640434265141 -0.39558226192698764 -0.49150619960966568
leaf_weight=6151 40 21 66 94694 26 21 55 28 20 29 39 20 39 21 36 203 23 1796 20 81 26 20 20 68 21
leaf_count=6151 40 21 66 94694 26 21 55 28 20 29 39 20 39 21 36 203 23 1796 20 81 26 20 20 68 21
internal_value=0 0.861676 -0.000315501 -0.00493153 0.0661094 -0.404522 0.0741163 0.51903 1.09215 0.649748 -0.00429436 -0.618127 0.0632159 -0.00391995 0.0590088 0.0640058 -0.774407 -0.0041235 -0.00597634 0.0893714 -0.584767 -0.507972 -0.520104 -0.432379 -0.616502
internal_weight=0 61 103523 96805 6718 111 6607 158 104 84 96671 59 6449 96612 6410 6354 90 96591 94714 1877 54 56 67 134 47
internal_count=103584 61 103523 96805 6718 111 6607 158 104 84 96671 59 6449 96612 6410 6354 90 96591 94714 1877 54 56 67 134 47
cat_boundaries=0 6 10
cat_threshold=1073774592 536870912 4104 7380994 532528 32 0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=281
num_leaves=22
num_cat=2
split_feature=11 10 25 25 14 14 11 0 12 5 17 20 19 19 0 3 12 15 1 26 14
split_gain=443966 1.47686e+06 311169 258248 242610 316087 218015 366428 198678 189259 744757 180993 172347 1.10281e+06 163944 103228 102315 85430.4 78623.9 6454.16 5342.85
threshold=1092.2834 130.02000000000001 0 1 678.01075000000003 245.84250000000003 675.38900000000001 28.772400000000001 1078.0535000000002 62.172000000000004 470.50715000000008 239.24500000000003 100.74000000000001 172.13400000000001 140.79924000000003 233.37814 422.87500000000006 341.75500000000005 48.024000000000008 2022.5000000000002 920.44288200000017
decision_type=2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 19 5 11 8 -8 9 15 -11 12 14 -14 -1 -5 17 18 -7 -4 -6
right_child=1 -3 3 6 20 16 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.051959373483627454 -0.27435723352432251 3.0005184591384157 -0.53044446482802887 -0.0074512152986136527 0.89040641276732735 -0.25621751677989957 -0.04759210537641477 -1.7124342842102049 0.77190773761633669 0.061995737557455889 1.9983790116310121 -0.62741336268347669 2.4000691378634911 -0.12838415277177009 0.22892900268020838 0.12468536195935322 -1.0566720880161633 0.28129077672958375 -0.94388217760168991 -0.39162643544814169 0.67711863984664278
leaf_weight=5842 40 21 66 93077 23 60 39 20 33 2887 20 37 23 69 575 595 22 20 23 68 24
leaf_count=5842 40 21 66 93077 23 60 39 20 33 2887 20 37 23 69 575 595 22 20 23 68 24
internal_value=0 0.853059 -0.000312346 -0.00488221 0.0654484 0.0605016 -0.00425142 -0.611945 -0.00388075 -0.00414583 0.0753179 0.0700137 0.0739782 0.503729 0.0678169 -0.00661189 -0.437626 -0.305403 -0.446775 -0.428055 0.781494
internal_weight=0 61 103523 96805 6718 6671 96671 59 96612 96579 2907 6546 6509 92 6417 93672 125 103 83 134 47
internal_count=103584 61 103523 96805 6718 6671 96671 59 96612 96579 2907 6546 6509 92 6417 93672 125 103 83 134 47
cat_boundaries=0 6 10
cat_threshold=1073774592 536870912 4104 7380994 532528 32 0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=282
num_leaves=32
num_cat=6
split_feature=22 2 25 25 2 12 2 9 6 24 1 5 7 26 5 1 5 24 12 7 25 25 2 4 14 12 22 4 1 26 2
split_gain=358075 1.08374e+06 317944 252975 250435 528148 375988 829778 836688 228375 558169 628912 597726 228060 205130 167940 387288 377128 1.39668e+06 483760 297906 277745 161649 151941 125191 108809 42600 38683.8 21636.3 6325.72 2230.18
threshold=343.16750000000008 25.523750000000003 0 1 658.86750000000018 85.888000000000019 364.96250000000003 2.2140000000000009 173.40750000000003 2 383.83325000000008 421.77600000000007 8.0915000000000017 2022.5000000000002 190.63000000000002 122.82375000000002 1083.8250000000003 3 239.70000000000002 552.55750000000012 4 5 1070.9310000000003 1468.3681000000001 678.01075000000003 522.5150000000001 524.87500000000011 4.5710000000000006 43.933 2022.5000000000002 1070.9310000000003
decision_type=2 2 9 9 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 9 9 2 2 2 2 2 2 2 2 2
left_child=2 26 4 29 6 27 9 8 13 10 11 -1 -12 -8 -9 16 22 18 20 21 -17 -19 23 -5 25 -11 -2 28 30 -4 -6
right_child=1 -3 3 15 5 -7 7 14 -10 24 12 -13 -14 -15 -16 17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.087985776367215329 0.24712982877095541 2.684788078427315 -0.52514001644018926 -0.0070266831100938712 -0.65359056949615479 1.0665388464480638 1.0106566496432892 0.11864155571659407 2.9180653762817381 0.01196863300328839 1.7138467593626545 1.1987316872466069 -0.30491548451510342 -0.094671786597796861 -1.1078515983581543 0.37011697460734655 1.0167107994491991 0.29498010563557264 2.3024582260847093 -1.5004657636650585 -0.022974919031185159 -0.087731333493345914 0.65426222311483839 0.86467565345764164 0.62476858742309338 -0.49400304328563599 -0.29521925653730119 -1.0542076492309571 -0.3241426811218262 -0.38771017186781942 -0.79470165979294549
leaf_weight=2587 30 20 66 94659 24 20 56 30 20 3672 44 52 22 28 25 368 37 234 32 22 399 841 37 20 33 43 28 26 20 68 21
leaf_count=2587 30 20 66 94659 24 20 56 30 20 3672 44 52 22 28 25 368 37 234 32 22 399 841 37 20 33 43 28 26 20 68 21
internal_value=0 0.677481 -0.000322096 -0.00494407 0.0661239 -0.404832 0.0741302 0.55453 1.07988 0.0622933 0.132101 0.109872 1.04093 0.642214 -0.438855 -0.00431959 -0.0061847 0.0888669 0.252393 -0.0322443 0.170153 -0.00249695 -0.00658429 -0.00684254 0.0115285 0.00611216 -0.0146939 -0.728211 -0.597812 -0.423775 -0.719442
internal_weight=0 78 103506 96783 6723 111 6612 159 104 6453 2705 2639 66 84 55 96649 94753 1896 799 1097 767 1075 94716 94679 3748 3715 58 91 65 134 45
internal_count=103584 78 103506 96783 6723 111 6612 159 104 6453 2705 2639 66 84 55 96649 94753 1896 799 1097 767 1075 94716 94679 3748 3715 58 91 65 134 45
cat_boundaries=0 6 10 11 12 18 23
cat_threshold=1073774592 536870912 4104 7380994 532528 32 0 0 0 131072 1067 2133 2114560 16 544 33554432 68 12288 70598660 0 65600 0 68
is_linear=0
shrinkage=0.01


Tree=283
num_leaves=24
num_cat=2
split_feature=11 2 25 25 2 11 2 11 6 0 11 0 12 2 26 6 22 1 5 3 0 26 26
split_gain=433357 1.09612e+06 298512 248072 240414 632355 306663 579423 647860 454745 214389 360392 194466 190193 263843 183685 182682 168026 158036 44126.4 8804.32 11786.5 6199.84
threshold=1092.2834 66.795000000000016 0 1 658.86750000000018 52.741000000000007 364.96250000000003 66.991890000000012 222.67000000000004 26.032500000000002 675.38900000000001 28.772400000000001 1078.0535000000002 658.86750000000018 2022.5000000000002 877.0150000000001 146.75599000000003 383.83325000000008 62.172000000000004 91.472000000000023 4.402000000000001 2022.5000000000002 2022.5000000000002
decision_type=2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 22 6 19 15 8 9 -8 12 -12 13 18 -15 16 17 -1 -5 20 21 -6 -4
right_child=1 -3 3 10 5 -7 7 -9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.051053577019446399 -0.093436317327545912 2.7620943212509155 -0.51988860910589052 -0.0068462659515718454 -0.74669190906343008 1.1652026371161144 -0.052063921183347704 -0.62803414481026787 2.4772356271743776 1.2953241900164028 -0.047101230499071951 -1.6981731935739519 0.7637217891577518 0.85136228053800522 -0.013110173155621786 0.74549180984497077 -0.81369594891866048 0.34205582853642907 0.068488815893630012 -1.1632959038870676 -0.81658228302001956 -0.43329003402165006 -0.38383307008182299
leaf_weight=6181 41 20 66 93565 21 21 60 35 20 43 39 20 33 62 82 39 24 205 2870 21 20 28 68
leaf_count=6181 41 20 66 93565 21 21 60 35 20 43 39 20 33 62 82 39 24 205 2870 21 20 28 68
internal_value=0 0.842803 -0.000309554 -0.00478551 0.0640998 -0.397336 0.0719491 0.507206 0.830242 0.510438 -0.00416727 -0.606787 -0.00379969 -0.00406194 0.359093 0.0612853 0.0571224 0.0603952 -0.00460422 -0.761928 -0.639772 -0.567605 -0.419537
internal_weight=0 61 103523 96805 6718 111 6607 158 123 103 96671 59 96612 96579 144 6449 6410 6386 96435 90 69 49 134
internal_count=103584 61 103523 96805 6718 111 6607 158 123 103 96671 59 96612 96579 144 6449 6410 6386 96435 90 69 49 134
cat_boundaries=0 6 10
cat_threshold=1073774592 536870912 4104 7380994 532528 32 0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=284
num_leaves=24
num_cat=1
split_feature=11 10 11 0 0 15 15 7 26 5 10 11 5 6 10 24 6 11 0 2 10 19 11
split_gain=424733 1.43079e+06 235022 250288 234601 381228 322335 680067 314435 341311 329093 196032 185098 617277 404259 132741 125129 241403 514715 187033 86754.6 88913 17375
threshold=1092.2834 130.02000000000001 798.75000000000011 68.077500000000015 80.731500000000025 631.17300000000012 248.95175000000003 371.89150000000006 2022.5000000000002 552.55750000000012 220.81250000000003 73.990200000000016 421.77600000000007 521.79500000000019 212.84944500000003 0 53.105500000000006 242.583 2.8222380000000005 440.02900000000005 619.25400000000013 523.93700000000013 33.300000000000004
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
left_child=2 -2 4 -4 12 6 8 11 10 -10 -6 -8 16 14 15 -14 20 19 -19 -18 21 -1 -22
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 -12 -13 13 -15 -16 -17 17 18 -20 -21 22 -23 -24
leaf_value=-0.0055850124175299241 -0.27531860566139221 2.9480776777721589 -0.14222548137108484 -1.439967994949092 0.14952225857570364 -1.1298795905480019 0.69167316559822323 2.2597170130411786 0.0039198260451511445 -0.7754849019543878 1.4391949825286867 -0.48575331880496103 0.23516630503596092 1.7425134644031526 1.4858568210601806 -0.17639090218714304 0.053097945912132086 0.11546375315529959 1.7870395374298096 -0.59651692581176763 -0.34749577307968998 0.41621900105476378 -0.021309073925018313
leaf_weight=96055 40 21 42 23 1850 26 31 21 1796 58 20 26 137 25 20 158 2936 70 25 45 89 50 20
leaf_count=96055 40 21 42 23 1850 26 31 21 1796 58 20 26 137 25 20 158 2936 70 25 45 89 50 20
internal_value=0 0.834375 -0.000306459 -0.601427 7.12097e-05 0.0768943 0.0851468 0.721363 0.0718211 -0.0204628 0.163316 0.154601 -0.0028805 0.230046 0.110009 0.0167314 -0.00367811 0.0591062 0.555352 0.0432916 -0.00568535 -0.00536556 -0.287645
internal_weight=0 61 103523 65 103458 3828 3802 78 3724 1854 1870 57 99630 340 315 295 99290 3076 95 2981 96214 96105 109
internal_count=103584 61 103523 65 103458 3828 3802 78 3724 1854 1870 57 99630 340 315 295 99290 3076 95 2981 96214 96105 109
cat_boundaries=0 1
cat_threshold=1736
is_linear=0
shrinkage=0.01


Tree=285
num_leaves=27
num_cat=4
split_feature=11 10 25 24 16 2 2 25 0 1 0 0 2 7 0 5 0 2 2 4 1 14 1 5 1 25
split_gain=599008 1.32707e+06 229314 530586 750189 526598 2.69125e+06 817032 485088 320581 320065 299424 244649 422211 175402 293650 200005 325423 197206 173326 166014 132992 132102 86977.2 67789.1 30317.8
threshold=1092.2834 130.02000000000001 0 1 336.36115000000007 54.609000000000002 81.89400000000002 2 883.10000000000014 22.151894000000002 1438.4900000000002 52.192250000000008 658.86750000000018 228.79300000000003 594.30750000000012 36.601200000000006 2.1607500000000006 334.93500000000006 42.530000000000008 1468.3681000000001 1439.8675000000001 245.84250000000003 96.32442850000001 0.80500000000000005 0.45700000000000007 3
decision_type=2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9
left_child=2 -2 3 4 5 7 -7 21 14 -10 12 -8 19 23 16 -16 18 -18 -5 20 22 -1 -4 24 -14 -9
right_child=1 -3 10 8 -6 6 11 25 9 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.08090593507204355 -0.18445386150905066 2.9498373993960292 -0.0055576525993955017 -0.01552524378800507 2.0770146464264911 4.1901795310974119 -0.17386220827494583 0.38228418738155046 1.8254323009649911 0.15422356952320446 -0.90867921486879011 0.7200239005336514 0.46280373320860024 1.6295892549597699 0.27446271228790287 -1.3512216079711914 0.067677017303187009 0.742267503651177 -0.34810709894152747 0.74436410473239034 0.81130007095336909 -0.89522382827032176 0.067737609228762277 -0.26824095782111673 -0.032262906097784275 0.81288283674340511
leaf_weight=446 35 22 96917 1713 23 20 73 108 24 22 39 77 85 23 20 25 559 82 199 31 25 21 2523 34 41 104
leaf_count=446 35 22 96917 1713 23 20 73 108 24 22 39 77 85 23 20 25 559 82 199 31 25 21 2523 34 41 104
internal_value=0 1.02527 -0.000140198 0.0791153 0.291632 0.2467 0.744432 0.122083 0.00819191 1.02616 -0.00294234 0.284999 -0.00258826 0.36271 -0.0098006 -0.628695 0.00110824 0.153974 -0.0501402 -0.00326014 -0.00349315 -0.11506 -0.003698 0.180596 0.301711 0.620622
internal_weight=0 57 103234 3516 872 849 170 679 2644 46 99718 150 99679 183 2598 45 2553 641 1912 99496 99465 467 99440 160 126 212
internal_count=103291 57 103234 3516 872 849 170 679 2644 46 99718 150 99679 183 2598 45 2553 641 1912 99496 99465 467 99440 160 126 212
cat_boundaries=0 5 6 11 16
cat_threshold=1073774848 2 4096 136445984 262176 584 32768 2 0 0 262144 0 0 0 2097184 32
is_linear=0
shrinkage=0.01


Tree=286
num_leaves=27
num_cat=2
split_feature=11 10 25 0 6 0 26 2 2 5 25 4 4 5 2 7 26 2 2 2 2 13 4 1 1 0
split_gain=587086 1.30066e+06 224938 340246 340662 313696 242534 633756 2.81563e+06 389555 367878 595684 251925 626938 239781 413809 287209 215353 214858 193792 191423 184270 169877 162710 129473 110143
threshold=1092.2834 130.02000000000001 0 883.10000000000014 28.395000000000003 1438.4900000000002 2022.5000000000002 54.609000000000002 77.005700000000019 421.77600000000007 1 2.0795385000000004 130.27000000000001 44.422965000000012 658.86750000000018 228.79300000000003 2022.5000000000002 52.962600000000009 4.8775000000000004 1070.9310000000003 749.57248000000016 13.153700000000002 1468.3681000000001 1439.8675000000001 96.32442850000001 1.1070000000000004
decision_type=2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 14 7 9 -9 18 12 25 17 -14 22 16 19 -8 -1 -16 -10 -18 23 24 -4 -12
right_child=1 -3 5 4 -6 -7 10 8 20 -11 11 -13 13 -15 15 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.084131359688452853 -0.18260933453696115 2.9203390873562207 -0.0055020759861869606 1.3625470287799835 -0.18668519496917724 -0.89959244116758685 -0.087087373145166291 4.2115985260009765 0.40593627338226029 1.4216404947780428 0.12592628917662926 1.9518087410926819 0.71115362372280144 -0.30266927875154387 0.24859331885973615 1.6132933392732038 -0.49433232806977773 -0.4358222126743021 -0.38359318014585747 1.3075922556276676 -0.48905197284839774 0.56872076207941225 0.73692045888593116 0.80318707199096684 0.067060233320844487 0.87458116395132879
leaf_weight=1337 35 22 96917 40 22 39 925 20 208 21 306 20 121 123 48 23 63 219 106 27 27 22 31 25 2523 21
leaf_count=1337 35 22 96917 40 22 39 925 20 208 21 306 20 121 123 48 23 63 219 106 27 27 22 31 25 2523 21
internal_value=0 1.01502 -0.000137638 0.0783581 0.812819 -0.00291292 0.0654012 0.149587 0.609656 0.0694516 -0.018008 0.268728 -0.0909725 0.200087 -0.00256238 0.359083 0.17879 -0.153847 0.0497732 0.629833 0.303108 -0.219189 -0.00322754 -0.00345822 -0.00366102 0.174005
internal_weight=0 57 103234 3516 62 99718 3454 1719 255 1464 1735 347 1388 244 99679 183 160 1144 1443 75 235 85 99496 99465 99440 327
internal_count=103291 57 103234 3516 62 99718 3454 1719 255 1464 1735 347 1388 244 99679 183 160 1144 1443 75 235 85 99496 99465 99440 327
cat_boundaries=0 5 9
cat_threshold=1073774848 2 4096 136445984 262176 32768 2 0 2228224
is_linear=0
shrinkage=0.01


Tree=287
num_leaves=31
num_cat=3
split_feature=11 2 25 24 0 2 2 25 1 26 0 2 7 26 12 13 0 4 19 2 3 4 2 1 0 14 1 0 26 2
split_gain=575403 1.21125e+06 220462 520907 596457 579964 2.82855e+06 917659 392316 391733 307453 235009 405574 281494 202481 393982 652581 226836 210514 189935 186003 166496 165858 159472 155703 130265 126896 80356.4 30227.3 27108.3
threshold=1092.2834 11.223500000000003 0 1 883.10000000000014 54.609000000000002 126.32675000000002 2 22.151894000000002 2022.5000000000002 1438.4900000000002 658.86750000000018 228.79300000000003 2022.5000000000002 144.54600000000002 2.1650000000000005 6.6497500000000009 393.90000000000003 291.83400000000006 1070.9310000000003 60.160000000000004 1468.3681000000001 315.17050000000006 1439.8675000000001 52.192250000000008 245.84250000000003 96.32442850000001 104.42500000000001 2022.5000000000002 261.97000000000008
decision_type=2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 14 7 -7 28 -6 24 11 21 13 19 18 16 -16 -17 22 -13 -15 23 -5 26 -8 27 -4 -9 -1 -11
right_child=1 -3 10 4 8 6 9 25 -10 29 -12 12 -14 20 15 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.85262619053233746 -0.066881479830355264 2.9876093058586122 -0.0054470552403616318 -0.027315348119957172 1.9235299211078221 4.3097544102441701 0.25143981413407757 -0.070053322767251291 0.14624346774557365 -0.21047716736793518 -0.89059652279584844 0.24610740820566815 1.5971604106737221 -0.50191468331121625 0.056576076719495987 0.14705758633859017 1.8772065990992954 -1.0366002402305603 -0.88013782978057864 1.2945163255267673 0.55104091478430706 0.72955124393586079 0.32159031607210636 0.79515519104003907 1.4049358848571776 -0.8470020642280579 0.066389629334754716 0.43012398507859972 1.1784965255300879 -0.71277842930385049
leaf_weight=55 37 20 96917 2530 27 21 22 298 23 22 39 48 23 62 45 85 35 20 28 27 23 31 144 25 25 20 2523 36 59 21
leaf_count=55 37 20 96917 2530 27 21 22 298 23 22 39 48 23 62 45 85 35 20 28 27 23 31 144 25 25 20 2523 36 59 21
internal_value=0 1.00487 -0.000136262 0.0775745 0.023031 0.34916 1.00505 0.201056 1.10598 0.233958 -0.00288379 -0.00253676 0.355492 0.177002 0.00435516 0.324411 0.853102 -0.078401 -0.0175584 0.623535 -0.216997 -0.00319527 -0.00852611 -0.00342364 0.865002 -0.0613502 -0.00362441 -0.016142 0.938917 -0.455787
internal_weight=0 57 103234 3516 2937 579 111 468 50 90 99718 99679 183 160 2887 185 80 105 2702 75 85 99496 2674 99465 47 354 99440 334 114 43
internal_count=103291 57 103234 3516 2937 579 111 468 50 90 99718 99679 183 160 2887 185 80 105 2702 75 85 99496 2674 99465 47 354 99440 334 114 43
cat_boundaries=0 5 6 11
cat_threshold=1073774848 2 4096 136445984 262176 72 1073741824 0 0 131072 262176
is_linear=0
shrinkage=0.01


Tree=288
num_leaves=23
num_cat=5
split_feature=11 2 18 2 16 18 25 14 24 8 25 24 2 26 25 6 4 0 8 0 8 11
split_gain=563953 1.18715e+06 221384 276896 605812 447607 347768 404837 342213 219513 155285 509373 1.13016e+06 2.3214e+06 636825 288342 759049 292831 174379 153750 182691 75775.2
threshold=1092.2834 11.223500000000003 819.02500000000009 364.96250000000003 336.36115000000007 126.68500000000002 0 53.275000000000013 1 48.83227500000001 2 3 54.609000000000002 2022.5000000000002 4 665.85000000000014 4.402000000000001 1077.3535000000002 1117.4100000000001 181.65750000000006 239.43773250000004 24.228750000000005
decision_type=2 2 2 2 2 2 9 2 1 2 9 1 2 2 9 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 6 7 -5 -8 -4 11 12 14 -14 -1 17 -17 -13 19 21 -21 -12
right_child=1 -3 9 4 -6 -7 8 -9 -10 -11 18 15 13 -15 -16 16 -18 -19 -20 20 -22 -23
leaf_value=0.83762540967787735 -0.066212676151378741 2.9577332458496097 -0.11630121888785526 0.72321103752681182 1.7965765248174252 -1.1668999859809877 0.44426892397215045 -0.68799234369526741 -0.1515848635718936 -1.478105115890503 -0.0072503834120197473 -0.023810748211779888 3.2439403639612969 0.0043724533536217431 0.052913015765658884 -0.41873181533813481 2.1281137839230624 1.041657957480504 0.64044780912853427 0.073869399599260338 0.57009611075437516 0.039051766143574355
leaf_weight=108 37 20 29 175 23 25 129 23 305 20 93071 3272 37 55 875 25 22 26 42 1219 79 3674
leaf_count=108 37 20 29 175 23 25 129 23 305 20 93071 3272 37 55 875 25 22 26 42 1219 79 3674
internal_value=0 0.994821 -0.0001349 0.000184219 0.20131 0.145464 0.197377 0.532395 0.0315409 -0.67214 -0.00115002 0.0567627 0.245101 1.30724 0.148187 -0.00431459 0.773409 -0.0154111 -0.00376514 -0.00404149 0.104071 -0.00549201
internal_weight=0 57 103234 103185 680 657 632 198 434 49 102505 4420 1075 92 983 3345 47 3298 98085 98043 1298 96745
internal_count=103291 57 103234 103185 680 657 632 198 434 49 102505 4420 1075 92 983 3345 47 3298 98085 98043 1298 96745
cat_boundaries=0 3 4 9 10 15
cat_threshold=32768 0 512 1289 1073774848 32770 4104 136445986 262176 73 1073741824 0 0 131072 32
is_linear=0
shrinkage=0.01


Tree=289
num_leaves=23
num_cat=2
split_feature=11 10 18 2 16 18 7 3 3 8 25 26 2 2 25 4 5 15 8 5 10 1
split_gain=552729 1.24774e+06 216980 271500 593724 438730 356593 687525 376761 215145 152310 190025 460141 2.58877e+06 338391 385235 293070 211328 170944 135350 372451 96635.5
threshold=1092.2834 130.02000000000001 819.02500000000009 364.96250000000003 336.36115000000007 126.68500000000002 108.77100000000002 29.783499999999997 472.9221300000001 48.83227500000001 0 2022.5000000000002 54.609000000000002 75.339000000000013 1 79.530000000000015 448.18200000000007 124.33250000000002 1117.4100000000001 62.172000000000004 556.40500000000009 147.52500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 6 8 -8 -5 -4 11 12 16 -14 17 -16 -1 -13 19 21 -21 -12
right_child=1 -3 9 4 -6 -7 7 -9 -10 -11 18 14 13 -15 15 -17 -18 -19 -20 20 -22 -23
leaf_value=0.063760368612066548 -0.18813578714643206 2.8510227238048209 -0.11513819858945649 0.0092169553053849957 1.7786108066724695 -1.1552309867858888 1.8930225321825813 0.19551254718005659 1.0564048251590215 -1.4633241081237793 -0.0073266071376540025 -0.1192227955694605 3.9939342069625856 0.18804530555293675 0.13833455023229926 1.3597560532887778 1.1122297695831016 0.2694481763746831 0.63404331388927648 0.050050783431156827 1.0597308349609376 0.079422090465800926
leaf_weight=2117 35 22 29 481 23 25 34 80 37 20 93589 1527 20 168 592 27 27 154 42 2903 37 1302
leaf_count=2117 35 22 29 481 23 25 34 80 37 20 93589 1527 20 168 592 27 27 154 42 2903 37 1302
internal_value=0 0.984873 -0.000132404 0.000183523 0.19934 0.144054 0.19545 0.701787 0.0840161 -0.665418 -0.00113765 0.0548321 0.11856 0.592927 -0.00954379 0.188565 0.076964 -0.0831213 -0.00379172 -0.00406594 0.0627576 -0.00613633
internal_weight=0 57 103234 103185 680 657 632 114 518 49 102505 4632 2332 188 2300 619 2144 1681 97873 97831 2940 94891
internal_count=103291 57 103234 103185 680 657 632 114 518 49 102505 4632 2332 188 2300 619 2144 1681 97873 97831 2940 94891
cat_boundaries=0 5 9
cat_threshold=1073774848 32770 4106 136445986 262176 32768 2 8 2228224
is_linear=0
shrinkage=0.01


Tree=290
num_leaves=21
num_cat=3
split_feature=22 2 25 7 0 22 2 2 10 25 5 6 12 5 1 25 3 22 26 5
split_gain=405359 1.06188e+06 397582 257883 282495 258888 270303 2.04566e+06 417104 237105 231259 1.29505e+06 147260 173361 135853 304481 138166 53038.6 15096.4 4136.23
threshold=343.16750000000008 12.359700000000002 0 783.3660000000001 1438.4900000000002 4.410000000000001 54.609000000000002 63.252850000000002 522.5150000000001 1 1083.8250000000003 8.3370000000000015 890.55300000000011 7.8873450000000007 91.273700000000005 2 1077.3535000000002 524.87500000000011 2022.5000000000002 1449.0631000000001
decision_type=2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2
left_child=2 17 3 4 5 6 8 -8 -1 18 12 19 14 -14 16 -16 -11 -2 -4 -12
right_child=1 -3 9 -5 -6 -7 7 -9 -10 10 11 -13 13 -15 15 -17 -18 -19 -20 -21
leaf_value=0.096485490270329738 0.33212643345197046 2.7088193765878681 -0.55325747232588518 -0.68960801442464192 1.2846964540935699 -0.7599460584467107 3.4668783082962036 0.21044578656335089 -1.0909966538747151 -0.0044199785633129707 -0.22507685808035041 2.7182713375091554 -0.11820289707183838 -1.258469693183899 0.27894663913223577 0.014391498625891307 -0.53022728304862976 -0.31396429397441722 -0.33988297285352437 -0.41138207045468422
leaf_weight=2110 24 20 63 39 21 33 20 544 30 97481 26 20 40 20 532 2227 50 27 70 22
leaf_count=2110 24 20 63 39 21 33 20 544 30 97481 26 20 40 20 532 2227 50 27 70 22
internal_value=0 0.755921 6.39229e-05 0.117449 0.129288 0.120422 0.131167 0.325922 0.0798385 -0.00321272 -0.002633 0.580339 -0.0030283 -0.498292 -0.002732 0.0664671 -0.00468954 -0.0099216 -0.410119 -0.310467
internal_weight=0 71 103348 2797 2758 2737 2704 564 2140 100551 100418 68 100350 60 100290 2759 97531 51 133 48
internal_count=103419 71 103348 2797 2758 2737 2704 564 2140 100551 100418 68 100350 60 100290 2759 97531 51 133 48
cat_boundaries=0 5 9 15
cat_threshold=1073774592 0 4096 134217728 262176 0 0 0 131072 3162112 536870912 65608 2097154 8388672 4096
is_linear=0
shrinkage=0.01


Tree=291
num_leaves=21
num_cat=3
split_feature=22 2 25 22 25 14 14 2 2 3 5 6 12 5 2 1 25 3 22 5
split_gain=397292 1.04075e+06 389669 252200 232386 228335 295096 289234 1.75569e+06 355990 226656 1.26928e+06 144329 169911 133892 133189 300687 135416 51983.1 4053.92
threshold=343.16750000000008 12.359700000000002 0 4.410000000000001 1 678.01075000000003 365.50250000000005 54.609000000000002 63.252850000000002 53.105500000000006 1083.8250000000003 8.3370000000000015 890.55300000000011 7.8873450000000007 169.99800000000002 91.273700000000005 2 1077.3535000000002 524.87500000000011 1449.0631000000001
decision_type=2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2
left_child=2 18 3 5 -4 6 7 9 -9 -1 12 19 15 -14 -8 17 -17 -6 -2 -12
right_child=1 -3 4 -5 10 -7 14 8 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 -21
leaf_value=0.031842858308517061 0.32880516966183981 2.6817311728000641 -0.4060178946781825 -0.75234659137147841 -0.0043757786756921553 1.0421757962747857 -0.23595722768041824 3.1749239313034785 0.22523435816284298 0.41839936630848129 -0.2228260920597957 2.6910886144638062 -0.11702087140083313 -1.2458849740028382 -1.2564369828701021 0.18483012792517742 -0.025470417285924325 -0.52492501273155212 -0.31082465277777777 -0.40726825692436913
leaf_weight=1871 24 20 133 33 97481 27 36 21 516 273 26 20 40 20 20 1190 1569 50 27 22
leaf_count=1871 24 20 133 33 97481 27 36 21 516 273 26 20 40 20 20 1190 1569 50 27 22
internal_value=0 0.748362 6.35676e-05 0.116275 -0.0031803 0.127066 0.118039 0.133046 0.340585 0.0810639 -0.00260638 0.574535 -0.00299772 -0.493309 -0.600414 -0.00270439 0.0658131 -0.00464264 -0.00982238 -0.307362
internal_weight=0 71 103348 2797 100551 2764 2737 2681 537 2144 100418 68 100350 60 56 100290 2759 97531 51 48
internal_count=103419 71 103348 2797 100551 2764 2737 2681 537 2144 100418 68 100350 60 56 100290 2759 97531 51 48
cat_boundaries=0 5 9 15
cat_threshold=1073774592 0 4096 134217728 262176 0 0 0 131072 3163136 536887296 66152 2097154 8396864 4096
is_linear=0
shrinkage=0.01


Tree=292
num_leaves=24
num_cat=1
split_feature=22 2 16 2 24 0 2 10 7 19 6 6 0 4 7 7 8 16 6 22 5 8 4
split_gain=389386 1.02004e+06 266254 231399 455638 488721 746060 340531 445232 286024 274607 243084 193304 172756 157068 271226 320934 106140 98814.4 50948.6 28219.1 21980.1 5430.09
threshold=343.16750000000008 12.359700000000002 1107.6734000000001 108.75750000000001 0 748.92250000000013 542.8678000000001 426.12125000000009 235.71680000000001 237.24250000000004 543.52500000000009 393.73500000000007 594.30750000000012 1085.2750000000003 615.99125000000015 394.58800000000002 55.066950000000013 247.80448000000004 194.48100000000002 524.87500000000011 7.8873450000000007 153.40400000000002 1468.3681000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 3 13 10 7 -7 9 -9 -6 11 12 -5 14 15 17 -17 -1 21 -2 22 -16 -15
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12 -13 -14 20 18 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0026871826079842456 0.3255171298980713 2.6549139621257782 0.83696754631243253 -0.067131989514216395 0.14136168257865669 0.077162003883948685 2.6461622576713562 1.6545081239758117 -0.23635198211669925 -1.0324754006522041 -1.0109877103567124 0.92480496247609456 -0.91279873677662438 0.72111684594835557 -0.24788400930387003 0.10174331689669082 1.02302079261433 -0.18653932472022752 -0.80193564992962463 -0.30771641148461237 0.19171837034679595 0.098903096805919299 0.50537704658508309
leaf_weight=99801 24 20 38 780 1802 26 20 33 20 21 32 24 28 28 108 121 55 315 33 27 21 22 20
leaf_count=99801 24 20 38 780 1802 26 20 33 20 21 32 24 28 28 108 121 55 315 33 27 21 22 20
internal_value=0 0.740878 6.26932e-05 -0.000245141 0.0896538 0.174872 1.19412 0.150812 0.940976 0.12784 -0.100775 -0.0669784 -0.0964373 -0.00273667 -0.00308024 -0.00257614 0.389643 -0.00326565 -0.313248 -0.00972416 0.497462 -0.189197 0.631225
internal_weight=0 71 103348 103310 2786 1922 46 1876 53 1823 864 832 808 100524 100455 100292 176 100116 163 51 69 130 48
internal_count=103419 71 103348 103310 2786 1922 46 1876 53 1823 864 832 808 100524 100455 100292 176 100116 163 51 69 130 48
cat_boundaries=0 1
cat_threshold=2184
is_linear=0
shrinkage=0.01


Tree=293
num_leaves=23
num_cat=1
split_feature=22 2 16 2 24 0 2 3 6 4 1 3 4 7 7 8 3 6 22 26 4 8
split_gain=381637 999744 260955 226795 446571 478996 731213 416884 275533 272312 243261 169483 169318 153942 265829 314548 112980 96848 49934.8 29629.1 46590.5 21542.7
threshold=343.16750000000008 12.359700000000002 1107.6734000000001 108.75750000000001 0 748.92250000000013 542.8678000000001 1077.3535000000002 222.67000000000004 521.79500000000019 661.33164000000011 83.922500000000014 1085.2750000000003 615.99125000000015 394.58800000000002 55.066950000000013 1077.3535000000002 194.48100000000002 524.87500000000011 2022.5000000000002 1468.3681000000001 153.40400000000002
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 18 3 12 9 7 -7 8 -6 10 11 -5 13 14 16 -16 -1 21 -2 -14 -21 -15
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 -12 -13 19 17 15 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.0029750303878422549 0.32226197481155394 2.6283647825717926 0.82859785933243602 -0.025685265161626818 0.12634004745720689 0.076390417172358588 2.6197005310058592 -1.2867323994636537 0.55099351332301183 -0.94024425042642135 0.92868337273597723 -0.40646642213975881 0.76739781780242922 -0.24540517038769191 0.10072588859510816 1.0127906054041602 -0.44070078405283264 -0.79391629060109459 -0.30463925238008854 0.63334007342656462 -0.02017293930053711 0.097914078452370393
leaf_weight=100057 24 20 38 661 1688 26 20 20 168 37 24 142 25 108 121 55 59 33 27 24 20 22
leaf_count=100057 24 20 38 661 1688 26 20 20 168 37 24 142 25 108 121 55 59 33 27 24 20 22
internal_value=0 0.733469 6.20663e-05 -0.00024269 0.0887572 0.173123 1.18218 0.149304 0.164779 -0.0997675 -0.063371 -0.0930214 -0.0027093 -0.00304944 -0.00255038 0.385746 -0.00323299 -0.310116 -0.00962691 0.492488 0.336289 -0.187305
internal_weight=0 71 103348 103310 2786 1922 46 1876 1856 864 827 803 100524 100455 100292 176 100116 163 51 69 44 130
internal_count=103419 71 103348 103310 2786 1922 46 1876 1856 864 827 803 100524 100455 100292 176 100116 163 51 69 44 130
cat_boundaries=0 1
cat_threshold=2184
is_linear=0
shrinkage=0.01


Tree=294
num_leaves=23
num_cat=1
split_feature=22 2 16 2 24 0 2 8 4 1 11 4 7 7 8 13 16 9 8 22 26 4
split_gain=374042 979849 255762 222281 437684 469464 716662 291579 266893 238420 220195 165949 150879 260539 308288 135696 104031 77976.1 81690.8 48941.1 29039.5 45663.3
threshold=343.16750000000008 12.359700000000002 1107.6734000000001 108.75750000000001 0 748.92250000000013 542.8678000000001 678.89998000000014 521.79500000000019 661.33164000000011 337.65000000000003 1085.2750000000003 615.99125000000015 394.58800000000002 55.066950000000013 303.39610000000005 247.80448000000004 205.46250000000003 153.40400000000002 524.87500000000011 2022.5000000000002 1468.3681000000001
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 19 3 11 8 7 -7 10 9 15 -6 12 13 16 -15 -5 -1 18 -14 -2 -13 -22
right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 -12 20 17 14 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=-0.0026279726440288247 0.31903934756914776 2.6020810730457304 0.82031188337426442 -0.067382245885172193 0.14117830247651819 0.07562651340778058 2.593503625392914 -0.86501276152474549 -0.93084181398958776 0.91939654668172199 0.7052918107973204 0.75972389097213755 -0.30999099961571075 0.099718628461695893 1.0026627085425637 -0.77599966841084622 -0.18464418038867769 -0.78727305054664609 0.38246065998077394 -0.30159285827919285 0.62700671513875328 -0.019971191406250002
leaf_weight=99801 24 20 38 775 1776 26 20 28 37 24 72 25 115 121 55 28 315 28 20 27 24 20
leaf_count=99801 24 20 38 775 1776 26 20 28 37 24 72 25 115 121 55 28 315 28 20 27 24 20
internal_value=0 0.726135 6.14458e-05 -0.000240263 0.0878696 0.171392 1.17036 0.147811 -0.0987699 -0.0627373 0.163157 -0.00268221 -0.00301895 -0.00252488 0.381889 -0.0920912 -0.00320066 -0.307015 -0.207406 -0.00953064 0.487563 0.332926
internal_weight=0 71 103348 103310 2786 1922 46 1876 864 827 1848 100524 100455 100292 176 803 100116 163 135 51 69 44
internal_count=103419 71 103348 103310 2786 1922 46 1876 864 827 1848 100524 100455 100292 176 803 100116 163 135 51 69 44
cat_boundaries=0 1
cat_threshold=2184
is_linear=0
shrinkage=0.01


Tree=295
num_leaves=36
num_cat=9
split_feature=1 17 0 14 5 25 5 6 24 24 0 20 25 5 0 24 2 2 6 2 25 3 25 9 2 26 2 6 25 3 0 5 6 0 24
split_gain=250875 320269 272501 390398 310072 303373 564266 1.11888e+06 412282 231648 218974 206283 167428 260441 216026 197095 314539 3.90851e+06 481097 285479 201490 157407 150359 140771 128881 210464 105504 69928.6 66308.3 207984 86620 64215.4 102956 96654.2 58302.9
threshold=38.038500000000006 575.5875000000002 594.30750000000012 678.01075000000003 212.33500000000004 0 275.17750000000007 130.34875000000002 1 2 2.8222380000000005 173.09500000000003 3 1083.8250000000003 1438.4900000000002 4 54.609000000000002 62.336000000000006 143.41900000000001 49.990000000000009 5 1449.0631000000001 6 104.60430000000002 8.0730000000000022 2022.5000000000002 1070.9310000000003 13.261200000000001 7 354.51980000000003 438.42500000000007 275.17750000000007 521.79500000000019 41.819500000000005 8
decision_type=2 2 2 2 2 9 2 2 1 1 2 2 9 2 2 1 2 2 2 2 9 2 9 2 2 2 2 2 9 2 2 2 2 2 1
left_child=12 2 3 5 24 6 8 -8 -2 11 -11 -7 14 21 15 22 19 -18 -19 20 -17 26 27 -6 -4 -26 28 34 29 -14 -30 32 -24 -33 -1
right_child=1 -3 4 -5 23 9 7 -9 -10 10 -12 -13 13 -15 -16 16 17 18 -20 -21 -22 -23 31 -25 25 -27 -28 -29 30 -31 -32 33 -34 -35 -36
leaf_value=0.29576464219526816 -0.031958921739253507 1.0614992822706699 0.40781152415919947 1.4631203174591065 -1.632965080954812 -0.050290221470155105 0.20898062121868133 3.1058111872673031 0.42605547491663848 0.025147438186145253 0.21077050820854357 0.79842482731260112 -0.034533477031813635 0.90930301050986018 1.0495129383177986 0.24749907392892781 4.6435460443496703 0.010537134285630852 1.2054737157435031 -1.1165883810179573 0.034446987590105629 0.87960205674171454 -0.053993975667399566 -0.52553022980690001 -1.0005735382080079 0.37571754026412962 -0.58173948734998704 -0.33757599047252107 -0.0048533839431909379 0.78585748918594867 0.21356174330789965 -0.1298036243234362 0.60384458959102627 -0.93966013050079344 0.049212720959685569
leaf_weight=199 454 32 37 20 22 2293 40 20 339 1639 1038 29 9788 31 21 473 20 377 37 21 5655 20 2731 24 25 20 32 28 77501 31 182 56 24 20 205
leaf_count=199 454 32 37 20 22 2293 40 20 339 1639 1038 29 9788 31 21 473 20 377 37 21 5655 20 2731 24 25 20 32 28 77501 31 182 56 24 20 205
internal_value=0 0.0637362 0.0584148 0.0683647 -0.398038 0.0635979 0.236779 1.17459 0.168808 0.0335067 0.0967609 -0.0395202 -0.00272056 -0.00712097 0.0363104 0.0341862 0.0656275 0.325912 0.117331 0.0473631 0.0513519 -0.00744626 -0.0293566 -1.05517 -0.029402 -0.388889 -0.00764893 0.142406 -0.00743898 -0.0319109 -0.00434111 -0.0559759 -0.0482633 -0.342924 0.179197
internal_weight=0 6032 6000 5872 128 5852 853 60 793 4999 2677 2322 97452 87585 9867 9846 6583 434 414 6149 6128 87554 3263 46 82 45 87534 432 87502 9819 77683 2831 2755 76 404
internal_count=103484 6032 6000 5872 128 5852 853 60 793 4999 2677 2322 97452 87585 9867 9846 6583 434 414 6149 6128 87554 3263 46 82 45 87534 432 87502 9819 77683 2831 2755 76 404
cat_boundaries=0 5 6 7 13 14 19 23 29 30
cat_threshold=68157440 0 66120 2097152 64 3468 2760 545292544 541245442 4490 204640296 1611145266 32 2181 0 16384 4096 134348808 32 0 536870914 384 1081344 134217794 209782912 2249459200 1077952769 2423653384 129 2049
is_linear=0
shrinkage=0.01


Tree=296
num_leaves=28
num_cat=7
split_feature=16 16 1 14 25 2 10 24 24 0 9 9 2 2 1 25 0 24 2 5 25 6 5 25 2 2 2
split_gain=276495 317874 247818 327410 304883 830734 666456 402684 290576 365071 659206 242632 245786 227614 216124 183301 251345 206906 457130 165890 158401 154464 128265 108235 95342.4 7693.33 12504.9
threshold=1107.6734000000001 1433.4950000000001 38.038500000000006 678.01075000000003 0 512.13625000000013 349.36250000000007 1 2 2.8222380000000005 367.7580000000001 340.35000000000008 334.93500000000006 883.10000000000014 273.76200000000006 3 1438.4900000000002 4 54.609000000000002 23.105000000000004 5 1054.5000000000002 1083.8250000000003 6 658.86750000000018 1070.9310000000003 1439.8675000000001
decision_type=2 2 2 2 9 2 2 1 1 2 2 2 2 2 2 9 2 1 2 2 9 2 2 9 2 2 2
left_child=2 -2 13 4 5 6 7 -4 9 23 -11 14 -13 15 -10 16 17 20 -19 25 -1 22 24 -6 -17 -15 -27
right_child=1 -3 3 -5 8 -7 -8 -9 11 10 -12 12 -14 19 -16 21 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=0.14780810069386127 1.6823154077075777 -0.057618396395728702 0.54226538833975801 1.1617812615853769 0.16025571542993849 1.6960166931152345 1.7753047494888308 -0.03870174951603015 0.023578799141181831 0.24023631966038669 1.8591579804053675 -0.21684094344099908 -1.3491069100453303 -0.10893982601165771 -0.20706422948949271 -0.007344465026695399 1.1583370206356047 0.047195634937402628 0.39526949715258469 -1.3029445915222169 -0.056466212586790868 -0.7778168837840741 0.68220626407199436 -0.040528465280060967 0.53026646700772373 -0.50243152923583989 -0.19724325607562887
leaf_weight=429 21 21 150 27 373 38 25 470 2676 771 26 73 26 20 479 87426 20 6143 402 20 2818 26 27 890 33 25 29
leaf_count=429 21 21 150 27 373 38 25 470 2676 771 26 73 26 20 479 87426 20 6143 402 20 2818 26 27 890 33 25 29
internal_value=0 0.812349 0.000813239 0.0630569 0.0581101 0.255436 0.174524 0.109977 0.0322069 0.124861 0.293049 -0.0266523 -0.514204 -0.0030357 -0.011438 -0.00256065 0.0384025 0.0361543 0.06847 -0.494878 -0.0291061 -0.00715708 -0.00692887 0.0197168 -0.00714161 -0.276482 -0.338534
internal_weight=0 42 103442 6024 5997 683 645 620 5314 2060 797 3254 99 97418 3155 97324 9812 9792 6545 94 3247 87512 87486 1263 87459 74 54
internal_count=103484 42 103442 6024 5997 683 645 620 5314 2060 797 3254 99 97418 3155 97324 9812 9792 6545 94 3247 87512 87486 1263 87459 74 54
cat_boundaries=0 4 5 6 12 13 17 23
cat_threshold=1048576 0 66120 2097152 579 310 545292544 541245442 4490 204640296 1611145266 32 2181 0 536870914 384 1081344 8388608 560 2129952 33587200 8396868 4096
is_linear=0
shrinkage=0.01


Tree=297
num_leaves=25
num_cat=2
split_feature=16 16 1 14 17 24 12 9 12 1 2 0 5 3 5 3 7 0 24 2 8 0 2 2
split_gain=270993 311548 242962 320889 254422 249797 309287 595562 292943 250966 223085 219060 162589 121321 113310 370809 138197 92535.3 332917 181451 86370.8 23132.7 7540.23 12256
threshold=1107.6734000000001 1433.4950000000001 38.038500000000006 678.01075000000003 514.69500000000005 0 37.220000000000006 367.7580000000001 564.6037500000001 1070.9310000000003 883.10000000000014 658.11750000000018 23.105000000000004 165.5925 616.44275000000005 108.75750000000001 1481.2725000000003 438.42500000000007 1 749.57248000000016 35.997000000000007 4.5710000000000006 1070.9310000000003 1439.8675000000001
decision_type=2 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=2 -2 10 4 5 6 9 -8 11 -4 14 -7 22 -10 16 20 17 19 -19 -1 21 -16 -12 -24
right_child=1 -3 3 -5 -6 8 7 -9 13 -11 12 -13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25
leaf_value=-0.0036416489819432007 1.6654922657921203 -0.057042215892246791 0.093268945064802461 1.1501634092684145 0.88421079970694882 0.030476948766343825 0.33032185924280982 2.0533248779048092 -0.28059669358389722 1.1464476946125861 -0.10785043716430665 -0.52200484171305617 -1.2899151630401611 -1.3555107474327088 0.072516110186674157 1.1252133428423028 -0.7183376517119231 0.60175742370149365 -0.044810119218491984 0.80148300034659248 -0.4715567613470143 0.43824887230282744 -0.49740719947814938 -0.19527084284815296
leaf_weight=96717 21 21 1392 27 37 4250 157 23 21 23 20 73 20 21 98 38 27 105 261 28 29 21 25 29
leaf_count=96717 21 21 1392 27 37 4250 157 23 21 23 20 73 20 21 98 38 27 105 261 28 29 21 25 29
internal_value=0 0.804225 0.000805798 0.0624366 0.0575394 0.0524074 0.159056 0.550483 0.0130428 0.110388 -0.00300525 0.0211475 -0.489929 -0.818054 -0.00253495 0.244047 -0.00300711 -0.00280822 0.155898 -0.00340863 0.0178018 0.137057 -0.273717 -0.335149
internal_weight=0 42 103442 6024 5997 5960 1595 180 4365 1415 97418 4323 94 42 97324 186 97138 97111 366 96745 148 119 74 54
internal_count=103484 42 103442 6024 5997 5960 1595 180 4365 1415 97418 4323 94 42 97324 186 97138 97111 366 96745 148 119 74 54
cat_boundaries=0 1 2
cat_threshold=23 2096
is_linear=0
shrinkage=0.01


Tree=298
num_leaves=29
num_cat=6
split_feature=4 5 7 6 10 18 25 20 24 4 25 0 0 24 3 0 2 2 9 5 25 0 6 24 2 4 0 6
split_gain=296810 622916 468417 211806 461892 351210 504267 583561 423165 292830 209959 263278 224283 195608 201227 179430 177454 262271 93190.2 92529 86866.9 102014 85650.2 86015.5 83596.6 19770.9 15153 7764.11
threshold=1085.2750000000003 326.45950000000005 0.80850000000000011 183.56850000000003 901.21050000000014 119.6785 0 38.945000000000007 1 223.58100000000002 2 1438.4900000000002 748.92250000000013 3 1449.0631000000001 52.192250000000008 1070.9310000000003 749.57248000000016 163.51320000000001 87.541200000000018 4 144.67100000000002 1054.5000000000002 5 414.53600000000012 1468.3681000000001 1077.3535000000002 1424.6500000000003
decision_type=2 2 2 2 2 2 9 2 1 2 9 2 2 1 2 2 2 2 2 2 9 2 2 1 2 2 2 2
left_child=3 2 25 10 5 6 7 8 -5 18 11 13 16 20 15 -15 17 19 -7 -12 21 -1 23 -8 -22 -2 -14 -24
right_child=1 -3 -4 4 -6 9 22 -9 -10 -11 12 -13 26 14 -16 -17 -18 -19 -20 -21 24 -23 27 -25 -26 -27 -28 -29
leaf_value=-0.034592775397064277 0.8184636644216684 2.1279016971588134 -1.1688799486160277 0.70682882189750673 1.442669393466069 -0.4538062538703283 0.12212078192333381 1.8668467871348062 0.1142899825188099 -1.4699893474578858 -0.0083163098705625084 0.95247298146447834 -0.69266387887903169 0.027289719072860551 0.97502874042676835 0.14188844569262551 -0.69007290448013114 0.84680275599161792 0.39755318212509155 0.070459660179962122 -0.15584919689438986 0.64186296494110784 -0.32329575144726297 -0.1188197525577251 -0.78424852848052984 0.43870410861640141 -0.41188514804840093 -0.57332169179563164
leaf_weight=726 26 20 20 159 26 36 230 24 467 24 83968 31 37 13430 23 1521 38 36 20 1518 561 23 23 379 22 29 40 27
leaf_count=726 26 20 20 159 26 36 230 24 467 24 83968 31 37 13430 23 1521 38 36 20 1518 561 23 23 379 22 29 40 27
internal_value=0 0.55982 0.141665 0.000607727 0.122114 0.097395 0.136705 0.331477 0.277908 -0.545821 -0.0010783 0.031763 -0.00734629 0.030032 0.040359 0.0389481 -0.00686166 -0.00655809 -0.149749 -0.00691746 -0.0857201 -0.0136383 -0.0595327 -0.0277699 -0.176534 0.618227 -0.546805 -0.45831
internal_weight=0 95 75 103389 1415 1389 1309 650 626 80 101974 16337 85637 16306 14974 14951 85560 85522 56 85486 1332 749 659 609 583 55 77 50
internal_count=103484 95 75 103389 1415 1389 1309 650 626 80 101974 16337 85637 16306 14974 14951 85560 85522 56 85486 1332 749 659 609 583 55 77 50
cat_boundaries=0 6 7 13 14 19 20
cat_threshold=49152 16896 576 35651584 8260 4096 290 76579584 541114370 268435882 204636200 604766256 32 128 76546560 541065216 268435584 67272704 67108864 1606
is_linear=0
shrinkage=0.01


Tree=299
num_leaves=38
num_cat=6
split_feature=4 8 1 25 0 1 3 11 2 24 2 2 7 2 25 0 2 2 3 24 12 7 1 2 0 26 4 25 25 1 1 1 3 26 3 26 26
split_gain=290902 531294 218986 329231 276554 474504 381724 243062 242355 240682 303919 240302 215773 195043 189579 242394 230286 296032 201238 184257 436851 185137 144450 108484 105154 93397.8 76343.2 235025 71725.7 67593.8 65077.6 46969 24958.5 17567.3 16444.6 1129.8 155.656
threshold=1085.2750000000003 79.477500000000006 91.273700000000005 0 594.30750000000012 542.71780000000012 365.67550000000006 57.371500000000012 414.53600000000012 1 218.51700000000002 1070.9310000000003 276.983 8.0915000000000017 2 1438.4900000000002 658.86750000000018 364.96250000000003 888.10000000000014 3 233.13350000000003 148.37805150000003 596.10500000000013 4.402000000000001 219.99000000000004 2022.5000000000002 81.524400000000014 4 5 285.35875000000004 262.64538500000009 542.71780000000012 233.37814 2022.5000000000002 7.8873450000000007 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 9 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2
left_child=2 23 11 4 5 9 7 -7 19 10 -4 14 -11 -6 15 16 17 -1 26 24 21 -21 32 25 31 -2 28 -28 -16 -10 -26 -5 -15 -18 36 -20 -13
right_child=1 -3 3 8 13 6 -8 -9 29 12 -12 34 -14 22 18 -17 33 -19 35 20 -22 -23 -24 -25 30 -27 27 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38
leaf_value=0.032219985067932569 0.9409609811306 1.9580439276922317 0.21393213855410928 -0.069452799775092888 0.29780307579040527 0.62713329994600586 1.7600296031104194 -0.47543515163919203 -0.34899192867279055 0.088444775146538077 0.88180387708875874 -0.45826436084249744 -0.47916807288924851 -0.57973902929396859 -0.15952676648910816 1.1355848377197981 -0.9134820308685303 0.62795945916857032 0.66181300520896913 0.01999784020570991 1.5592394237518312 0.69686080200727607 -1.3588461327552797 -0.43281105214899235 -0.23165697348614533 0.069836907982826241 0.18089325194479616 -0.04895139693350032 -0.0078572750837845855 -1.0843494804382325 -0.98462717359716234 -0.38646759070602116 -0.086137572765350348 -0.5082465196692425 -0.80849492390950517 0.56858882097097541 -0.49284211683273316
leaf_weight=11903 20 21 429 559 30 153 27 23 25 959 81 23 72 21 303 20 20 84 26 671 20 43 21 22 24 32 819 956 85859 25 22 51 20 23 21 26 30
leaf_count=11903 20 21 429 559 30 153 27 23 25 959 81 23 72 21 303 20 20 84 26 671 20 43 21 22 24 32 819 956 85859 25 22 51 20 23 21 26 30
internal_value=0 0.554222 0.000602447 0.0810559 0.169317 0.198428 0.652893 0.483048 -0.0324281 0.13856 0.313852 -0.00203023 0.0483366 -0.364119 -0.00160886 0.0355734 0.0337742 0.0363947 -0.00670422 -0.00804833 0.100226 0.0607613 -0.684404 0.15584 -0.128762 0.404885 -0.00707273 0.0578442 -0.00841007 -0.716671 -0.591773 -0.0959573 -0.338958 -0.696728 -0.571672 0.615201 -0.477837
internal_weight=0 95 103389 3276 1836 1744 203 176 1440 1541 510 100113 1031 92 100039 12050 12030 11987 87989 1390 734 714 62 74 656 52 87937 1775 86162 50 46 610 41 43 74 52 53
internal_count=103484 95 103389 3276 1836 1744 203 176 1440 1541 510 100113 1031 92 100039 12050 12030 11987 87989 1390 734 714 62 74 656 52 87937 1775 86162 50 46 610 41 43 74 52 53
cat_boundaries=0 6 7 13 14 20 25
cat_threshold=104104960 536870944 66152 2097152 8396868 4096 114 545293056 541245442 4490 204636200 1611145264 32 744 69289088 516 10485792 33554432 4 256 0 0 0 4194560 262144
is_linear=0
shrinkage=0.01


Tree=300
num_leaves=25
num_cat=3
split_feature=16 25 26 0 2 2 6 6 0 25 2 14 2 4 0 2 0 0 10 6 21 1 7 25
split_gain=332897 233628 479432 689619 451999 2.74374e+06 401791 345368 312416 301461 295554 266653 223564 214548 360363 207052 495675 239323 182376 397324 138901 116634 64686.1 59226.2
threshold=1107.6734000000001 0 2022.5000000000002 883.10000000000014 54.609000000000002 70.38600000000001 448.18200000000007 763.68025000000011 1438.4900000000002 1 315.17050000000006 808.55215250000015 36.122500000000009 1085.2750000000003 10.050250000000004 597.17782000000011 162.49250000000004 8.0730000000000022 485.19100000000009 243.82689999999999 194.28900000000002 30.078000000000007 29.932147000000004 2
decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9
left_child=1 2 3 4 6 -6 12 9 13 11 -7 20 -1 15 -15 18 17 -17 21 -20 -4 -3 -9 -11
right_child=-2 8 7 -5 5 10 -8 22 -10 23 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.10092115773186593 0.9256262243711032 -0.0042839852176146673 -0.064207241201830897 1.8296656282901764 4.0944616031646728 0.025973095317040722 1.5089979374408722 -0.52307191303798128 -1.0053001791431058 0.094293280681595204 0.68958497969309496 0.98461423665285108 -0.63726002942948112 0.02785909408178085 1.6526730557282767 -0.23611845886790669 -1.4044250330243793 0.93177352046966544 0.1214097507044954 1.4334533006173593 -0.70956693677341232 0.04172797986145145 -1.2989948641170157 0.41720333161808199
leaf_weight=1772 39 93015 1746 25 20 186 20 21 31 118 105 24 42 39 21 143 35 20 159 27 34 5856 22 158
leaf_count=1772 39 93015 1746 25 20 186 20 21 31 118 105 24 42 39 21 143 35 20 159 27 34 5856 22 158
internal_value=0 0.00155683 0.0736957 0.178394 0.159149 0.511661 0.0993715 -0.0329737 -0.00156774 -0.0146349 0.265421 -0.062073 0.0838299 -0.0012546 0.596544 -0.00161597 -0.324668 -0.0928188 -0.000970234 0.311868 -0.0765343 -0.00155876 -0.920056 0.287272
internal_weight=0 103639 4293 2170 2145 311 1834 2123 99346 2080 291 1804 1814 99315 60 99255 198 163 99057 186 1780 98871 43 276
internal_count=103678 103639 4293 2170 2145 311 1834 2123 99346 2080 291 1804 1814 99315 60 99255 198 163 99057 186 1780 98871 43 276
cat_boundaries=0 6 10 11
cat_threshold=1074823168 0 4096 4358400 524320 32 1081344 0 0 163840 1073741824
is_linear=0
shrinkage=0.01


Tree=301
num_leaves=26
num_cat=3
split_feature=16 25 24 8 2 2 7 0 0 3 25 7 6 0 3 7 17 2 0 5 10 5 8 18 10
split_gain=326272 229052 518297 396702 459664 4.2052e+06 335792 306199 288714 514861 387475 187311 201359 228311 967798 195511 159066 195692 420499 281562 190559 1.342e+06 127867 109954 93685.9
threshold=1107.6734000000001 0 1 490.81062000000003 53.632429500000008 66.795000000000016 243.82689999999999 1438.4900000000002 54.946000000000005 190.99500000000003 2 615.99125000000015 1054.5000000000002 507.82280000000009 16.158000000000005 138.14056700000003 1037.0750000000003 597.17782000000011 162.49250000000004 10.379101500000003 485.19100000000009 343.26000000000005 282.78975000000008 819.02500000000009 168.56750000000002
decision_type=2 9 1 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 2 3 4 8 -6 -7 16 10 -10 -1 12 13 15 -15 -4 17 20 19 -19 23 -22 -13 -3 -5
right_child=-2 7 11 24 5 6 -8 -9 9 -11 -12 22 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26
leaf_value=0.013976881787985389 0.91636998690091642 -0.0015868489739656706 -0.061108495791614585 -0.25964377593994142 5.016372365951538 0.15552433162564186 1.4190372616311779 -0.99524719422863372 0.3283444593760072 1.9447268988869408 0.48278994654940671 -0.93397424646326022 0.96911074502127503 1.7298736813995572 -0.46989619488186307 0.25252182643027066 0.89048226732015612 -0.28879697366436913 -1.2763202922408645 0.79795220868340855 0.026556270383518831 2.7659165410995485 0.058458755493164059 0.58468734204769135 -1.2053047323226929
leaf_weight=1018 39 98874 2151 20 20 246 23 31 189 22 204 37 21 36 45 219 20 134 37 29 169 20 20 32 22
leaf_count=1018 39 98874 2151 20 20 246 23 31 189 22 204 37 21 36 45 219 20 134 37 29 169 20 20 32 22
internal_value=0 0.00154175 0.0729706 0.204082 0.228659 0.592472 0.263557 -0.00155206 0.155287 0.496877 0.0963055 -0.0189242 -0.00593068 -0.0142848 0.507779 -0.0321275 -0.00124205 -0.00142166 -0.31391 -0.095449 -0.000790976 0.316436 -0.585752 -0.00139717 -0.75499
internal_weight=0 103639 4293 1764 1722 289 269 99346 1433 211 1222 2529 2472 2451 81 2370 99315 99295 200 163 99095 189 57 98906 42
internal_count=103678 103639 4293 1764 1722 289 269 99346 1433 211 1222 2529 2472 2451 81 2370 99315 99295 200 163 99095 189 57 98906 42
cat_boundaries=0 6 7 12
cat_threshold=1074823168 0 4096 4358400 524320 32 124 1081344 0 0 32768 524288
is_linear=0
shrinkage=0.01


Tree=302
num_leaves=28
num_cat=3
split_feature=4 5 2 2 24 12 4 1 2 6 24 0 6 4 10 0 6 1 0 9 24 2 1 10 26 1 26
split_gain=207982 845707 153386 153243 560044 1.22154e+06 462904 170114 148330 753853 274071 228163 185090 229991 142775 151875 108580 103448 89449.6 316350 204314 73497.8 64311.7 61406.7 33573.1 29973.5 901.413
threshold=1085.2750000000003 275.17750000000007 85.961250000000021 658.86750000000018 0 9.3890000000000011 393.90000000000003 40.059500000000007 22.153894000000005 1054.5000000000002 1 883.10000000000014 543.52500000000009 483.06600000000009 52.911000000000008 14.955000000000002 1424.6500000000003 38.038500000000006 118.05050000000001 523.54700000000014 2 883.10000000000014 1070.9310000000003 1098.7459000000001 2022.5000000000002 23.492960500000006 2022.5000000000002
decision_type=2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=3 2 24 8 5 7 14 21 16 10 12 17 13 -10 15 25 18 -12 22 20 -20 -5 23 -1 -2 -6 -24
right_child=1 -3 -4 4 6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 26 -25 -26 -27 -28
leaf_value=-0.002492978872818396 0.56058039277791982 2.2408682650611516 -0.73146945173090161 0.0066843873804265808 -0.37456303231856403 2.4747941683587573 -1.9849529647827149 0.41928164958953856 -0.050893606729905762 1.9836707506179809 0.052416479478794797 1.0160554295319777 -0.8029915529157734 0.67077351890669934 -1.1817587822959537 0.39918688354492193 -0.62394460644040795 0.160888353921112 0.13951580982804299 1.1025813004888338 -0.067923573839152956 -0.69858827972412119 -0.29167262884286738 0.36699973212348092 0.049791450500488284 -0.8234532280195328 -0.37094362467527392
leaf_weight=93715 22 21 22 22 51 21 23 32 2368 20 3901 26 32 45 21 25 28 1135 1090 29 829 45 26 45 31 21 32
leaf_count=93715 22 21 22 22 51 21 23 32 2368 20 3901 26 32 45 21 25 28 1135 1090 29 829 45 26 45 31 21 32
internal_value=0 0.467106 -0.029547 0.00143632 -0.240568 0.262294 -0.641632 -0.180529 0.00204764 0.0447919 0.0396264 0.0815265 -0.0472615 -0.0374352 -0.434174 -0.272325 -0.00131098 0.0768636 -0.00112894 0.0659417 0.0502759 -0.467006 -0.00252157 -0.00231564 0.261817 -0.505489 -0.335408
internal_weight=0 96 75 103582 261 120 141 99 103321 7527 7507 5062 2445 2413 118 97 95794 5036 95766 1948 1919 67 93818 93760 53 72 58
internal_count=103678 96 75 103582 261 120 141 99 103321 7527 7507 5062 2445 2413 118 97 95794 5036 95766 1948 1919 67 93818 93760 53 72 58
cat_boundaries=0 1 2 3
cat_threshold=741 3204 3126
is_linear=0
shrinkage=0.01


Tree=303
num_leaves=31
num_cat=4
split_feature=16 25 24 26 2 2 25 1 1 0 1 4 0 25 9 0 2 0 0 4 7 6 0 10 12 10 6 1 0 12
split_gain=318692 223633 506932 603284 1.32099e+06 2.67274e+06 420084 365099 364345 301077 261828 206890 352540 204360 360925 203442 197303 479195 231667 184678 183933 197429 223636 472815 238401 174252 384144 113406 75983.3 41745
threshold=1107.6734000000001 0 1 2022.5000000000002 53.632429500000008 79.975000000000023 2 469.21250000000003 511.45025000000004 1438.4900000000002 285.35875000000004 1085.2750000000003 10.050250000000004 3 617.48075000000006 5.0070000000000006 597.17782000000011 162.49250000000004 8.0730000000000022 5.423635 615.99125000000015 1054.5000000000002 507.82280000000009 130.02000000000001 190.60000000000002 485.19100000000009 243.82689999999999 16.910250000000001 52.192250000000008 51.944250000000004
decision_type=2 9 1 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=1 2 3 4 6 -6 19 -8 13 11 -7 16 -13 14 -5 -15 25 18 -18 -1 21 22 24 -24 -4 27 -27 -3 -22 -10
right_child=-2 9 20 8 5 10 7 -9 29 -11 -12 12 -14 15 -16 -17 17 -19 -20 -21 28 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.7137086646968781 0.90564781091152102 -0.00472974315505018 -0.05189069839816389 -0.065283919603468105 4.5722367586408339 0.96318870501084763 0.015859129130266075 1.3927552814483641 -1.2388814754486084 -0.98689748271819089 -0.14705015591212683 0.023314183308528018 1.6303955849579401 0.51274004805656914 1.1837442851066589 -0.53903595840647112 -0.2299773695585611 -1.3786060829162596 0.91908328151702878 -0.25383233590559529 -0.26912259593154447 0.95956304550170901 0.93997602181356454 -0.8317983589172363 0.47006692456675098 0.11755293636202062 1.4076521376768747 0.034425309617763925 -1.0086152044932049 -0.59277783107757576
leaf_weight=191 39 90818 2279 642 21 88 519 20 20 31 28 39 21 148 24 21 143 35 20 22 33 21 61 20 91 159 27 8053 24 20
leaf_count=191 39 90818 2279 642 21 88 519 20 20 31 28 39 21 148 24 21 143 35 20 22 33 21 61 20 91 159 27 8053 24 20
internal_value=0 0.00150879 0.0720876 0.201753 0.386367 1.28949 0.221835 0.0657304 0.0164916 -0.00154821 0.6952 -0.0012408 0.585793 0.0611537 -0.019974 0.360703 -0.00159566 -0.316951 -0.0889883 0.586251 -0.0187937 -0.00591805 -0.0141902 0.502501 -0.0318493 -0.000965316 0.304825 -0.00154058 -0.580488 -0.91583
internal_weight=0 103639 4293 1764 889 137 752 539 875 99346 116 99315 60 835 666 169 99255 198 163 213 2529 2472 2451 81 2370 99057 186 98871 57 40
internal_count=103678 103639 4293 1764 889 137 752 539 875 99346 116 99315 60 835 666 169 99255 198 163 213 2529 2472 2451 81 2370 99057 186 98871 57 40
cat_boundaries=0 6 7 12 17
cat_threshold=1074823168 0 4096 4358400 524320 32 124 1048576 0 0 131072 32 1081344 0 0 131072 524288
is_linear=0
shrinkage=0.01


Tree=304
num_leaves=29
num_cat=4
split_feature=16 25 24 26 1 0 25 4 0 4 0 25 7 0 3 7 6 0 3 12 0 4 1 6 10 8 6 12
split_gain=312350 219183 496844 591279 357094 295086 275602 299833 248281 202773 345524 200294 270786 199394 192154 180273 193501 219186 940592 233657 134318 253728 129610 300714 151429 125770 96991.6 40914.3
threshold=1107.6734000000001 0 1 2022.5000000000002 511.45025000000004 1438.4900000000002 2 22.184000000000005 538.27200000000016 1085.2750000000003 10.050250000000004 3 421.77600000000007 5.0070000000000006 161.04250000000002 615.99125000000015 1054.5000000000002 507.82280000000009 16.158000000000005 190.60000000000002 658.11750000000018 174.23250000000002 30.078000000000007 543.52500000000009 901.21050000000014 282.78975000000008 3.1373300000000004 51.944250000000004
decision_type=2 9 1 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 11 9 7 8 -1 20 -11 12 -5 -13 -9 16 17 19 -19 -4 22 26 24 -24 -3 -17 -22 -6
right_child=-2 5 15 4 27 -7 -8 14 -10 10 -12 13 -14 -15 -16 25 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29
leaf_value=0.51846220181879854 0.89659130830031175 -0.0042853025058269701 -0.051371791201691455 -0.071716119371414186 -1.2264926567077639 -0.97702849541940995 0.022879402367110106 -0.31354577718462262 1.6249440329415459 0.023081043928097459 1.6140916189693268 0.50761265882366413 0.76719964748475611 -0.53364559854779925 0.74000082596488626 -0.92003754486908795 0.94996734800792881 1.7022709618674383 -0.46636025746663412 0.46536624153891765 -0.034041026836830725 -1.3442434363365174 0.037399536847606316 0.78029349738901321 0.54618709945678712 0.064222880363464352 -0.78578305435180673 -0.58685005378723154
leaf_weight=591 39 93138 2279 625 20 31 184 70 21 39 21 148 41 21 23 37 21 36 45 91 121 20 5851 55 50 20 20 20
leaf_count=591 39 93138 2279 625 20 31 184 70 21 39 21 148 41 21 23 37 21 36 45 91 121 20 5851 55 50 20 20 20
internal_value=0 0.0014937 0.0713668 0.199736 0.0163267 -0.00153273 0.382503 0.46938 0.55643 -0.00122839 0.579935 0.0605422 -0.0197742 0.357096 -0.0529912 -0.0186058 -0.00585887 -0.0140483 0.497476 -0.0315308 -0.00157971 -0.290183 -0.00111081 0.0443178 -0.00398995 -0.574683 -0.140671 -0.906671
internal_weight=0 103639 4293 1764 875 99346 889 705 612 99315 60 835 666 169 93 2529 2472 2451 81 2370 99255 161 99094 5906 93188 57 141 40
internal_count=103678 103639 4293 1764 875 99346 889 705 612 99315 60 835 666 169 93 2529 2472 2451 81 2370 99255 161 99094 5906 93188 57 141 40
cat_boundaries=0 6 7 12 17
cat_threshold=1074823168 0 4096 4358400 524320 32 124 1081344 0 0 131072 32 1081344 0 0 131072 524288
is_linear=0
shrinkage=0.01


Tree=305
num_leaves=18
num_cat=2
split_feature=4 7 1 5 2 4 16 20 8 24 6 0 16 24 7 1 4
split_gain=392861 924131 253234 219159 189702 159564 429171 394857 204728 174055 145698 142100 142902 97523.2 51268.1 14095.5 429.326
threshold=891.77550000000008 552.55750000000012 79.745000000000019 60.717500000000008 1439.8675000000001 77.982250000000008 690.61569250000014 484.19925000000006 796.15000000000009 0 1424.6500000000003 1438.4900000000002 522.5150000000001 1 36.692964000000011 6.6537000000000015 1468.3681000000001
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2
left_child=4 2 3 16 5 10 7 8 9 -7 11 12 13 -1 -14 -13 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 15 14 -15 -16 -17 -18
leaf_value=-0.025166341617641683 0.18213660057554854 2.5171453151702883 -0.61751633923629234 1.3802056903839111 -0.61676306014060978 -0.051495354803222593 1.5290090656280517 1.4262711197989328 0.84632778704166411 0.10106518304885663 0.63318022224638204 0.39097942847471973 -0.25930525716055525 0.0014190208739484165 -0.80920810358864925 0.73931152071271622 0.23217213807282627
leaf_weight=16518 47 20 29 20 50 1211 20 21 32 1930 36 26 88 83543 21 21 27
leaf_count=16518 47 20 29 20 50 1211 20 21 32 1930 36 26 88 83543 21 21 27
internal_value=0 0.523553 0.199392 0.451417 -0.000953908 -0.000656321 0.068701 0.0595569 0.0505115 0.0424039 -0.00287984 -0.00310833 -0.00336626 -0.00297205 -0.36525 0.546617 0.200393
internal_weight=0 143 123 94 103517 103467 3214 3194 3173 3141 100253 100217 100170 100061 109 47 74
internal_count=103660 143 123 94 103517 103467 3214 3194 3173 3141 100253 100217 100170 100061 109 47 74
cat_boundaries=0 1 2
cat_threshold=1166 2176
is_linear=0
shrinkage=0.01


Tree=306
num_leaves=28
num_cat=4
split_feature=22 22 25 3 24 2 2 2 11 2 7 19 6 15 10 2 25 6 2 26 10 19 15 12 24 26 2
split_gain=325147 803917 229543 240595 250513 278670 261289 207242 272652 515333 247099 213635 185027 624729 397367 254862 172422 172225 168744 157042 133357 114624 179649 90148.8 68875.3 31398.9 13272.3
threshold=521.77697000000012 611.39525000000015 0 1449.0631000000001 1 883.10000000000014 542.8678000000001 749.57248000000016 9.913000000000002 414.53600000000012 40.107500000000009 143.58300000000003 189.19640000000001 307.15000000000003 556.40500000000009 1070.9310000000003 2 665.85000000000014 749.57248000000016 2022.5000000000002 41.724890000000009 437.98500000000007 56.012000000000008 422.87500000000006 3 2022.5000000000002 1439.8675000000001
decision_type=2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2
left_child=2 -2 3 4 5 6 17 8 9 -6 26 -10 15 14 16 18 20 -1 21 -20 -14 23 -23 -4 -18 -17 -9
right_child=1 -3 12 -5 7 -7 -8 10 11 -11 -12 -13 13 -15 -16 25 24 -19 19 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=-0.066980487719629986 2.3476196880340576 -0.31913335194954506 -0.0055356558363674133 1.0377346252441406 0.10308917219889673 1.0816285781860351 -1.2420283340215683 -0.65722559490719368 -0.16346290585909412 0.89851727353521138 0.49951001485188806 0.67787095487117766 0.3370642737263197 1.5293348044733848 1.3851255014409192 -0.95781135638554893 0.088261876703587719 -0.92447987318038938 1.091201370380543 -0.07791986656188965 -0.17406484554211299 0.092015827851636076 1.1961204633712768 -0.23738429980618614 -0.13074070533429544 -0.47602730304964125 -0.97696399784088128
leaf_weight=973 20 26 96143 25 4359 20 20 37 531 83 21 32 269 31 23 24 223 24 27 20 63 56 20 168 371 31 20
leaf_count=973 20 26 96143 25 4359 20 20 37 531 83 21 32 269 31 23 24 223 24 27 20 63 56 20 168 371 31 20
internal_value=0 0.840324 -0.000601185 0.0586263 0.0547224 -0.0865019 -0.110325 0.0835399 0.0916755 0.117952 -0.427781 -0.115643 -0.00434079 0.132372 0.0867386 -0.00572977 0.0544892 -0.0876224 -0.00534164 0.593703 0.233053 -0.00563375 0.38257 -0.00594008 -0.0484225 -0.68626 -0.769415
internal_weight=0 46 103614 6145 6120 1037 1017 5083 5005 4442 78 563 97469 980 949 96489 926 997 96434 47 332 96387 76 96311 594 55 57
internal_count=103660 46 103614 6145 6120 1037 1017 5083 5005 4442 78 563 97469 980 949 96489 926 997 96434 47 332 96387 76 96311 594 55 57
cat_boundaries=0 6 7 13 14
cat_threshold=1074823168 536903680 4098 141787400 262176 32 384 16384 0 512 33554432 8256 12288 630
is_linear=0
shrinkage=0.01


Tree=307
num_leaves=26
num_cat=2
split_feature=4 2 25 0 0 8 15 17 10 6 2 9 12 26 11 19 1 4 25 17 0 8 26 0 4
split_gain=383265 921563 243832 516395 244436 204217 392436 384650 202773 182750 181608 178365 690268 467257 298061 222320 213060 163027 337444 159610 156048 150906 103850 99146.2 67018.6
threshold=891.77550000000008 364.96250000000003 0 1438.4900000000002 1438.4900000000002 20.440574999999999 248.95175000000003 295.45750000000004 1098.7459000000001 543.52500000000009 1439.8675000000001 53.105500000000006 209.81750000000002 2022.5000000000002 1.9975000000000003 52.962600000000009 756.19086000000004 216.15000000000003 1 400.32550000000009 153.06750000000002 166.61000000000004 2022.5000000000002 80.731500000000025 1468.3681000000001
decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=2 21 3 5 8 11 9 20 10 19 17 14 13 -13 16 -16 -1 23 -19 -7 -8 22 -2 -4 -24
right_child=1 -3 4 -5 -6 6 7 -9 -10 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 24 -25 -26
leaf_value=0.074467890596123201 0.41601130014810805 2.3997977724942294 -0.0075505650604291872 1.4147971286092484 -0.92277148148109178 -0.10411029638959292 -0.39866596937179566 1.6366619698206584 0.77919491738984081 -0.84385579309965442 -0.89330437287040387 1.2839676209652064 1.9410614991188049 0.012563402481345147 -0.29850287845598694 0.76513155028933566 0.68426312380823595 0.46864638317812668 0.012682391364293492 -1.0110241847038268 0.72677599733526055 0.94545489901588076 0.013179697739450555 0.053176519607511387 -0.67074279785156254
leaf_weight=4729 39 22 93617 28 29 653 28 24 33 38 23 33 24 233 306 21 58 212 618 20 22 21 38 2768 23
leaf_count=4729 39 22 93617 28 29 653 28 24 33 38 23 33 24 233 306 21 58 212 618 20 22 21 38 2768 23
internal_value=0 0.517121 -0.000940449 0.0597246 -0.0048223 0.0536905 -0.0970251 0.596031 -0.00454912 -0.169158 -0.0048151 0.0755839 0.31684 0.170294 0.061903 -0.230196 0.0818563 -0.00460489 0.134945 -0.131062 0.0965285 0.174816 0.0129818 -0.00580659 -0.244693
internal_weight=0 143 103517 6217 97300 6189 785 74 97271 711 97238 5404 290 266 5114 327 4787 97215 830 673 50 121 100 96385 61
internal_count=103660 143 103517 6217 97300 6189 785 74 97271 711 97238 5404 290 266 5114 327 4787 97215 830 673 50 121 100 96385 61
cat_boundaries=0 6 12
cat_threshold=1074823168 536903682 4098 137593096 262176 32 16384 16384 512 0 8196 4096
is_linear=0
shrinkage=0.01


Tree=308
num_leaves=30
num_cat=9
split_feature=4 2 25 3 24 15 4 25 24 11 11 25 11 11 2 10 14 8 1 4 20 25 26 24 25 25 4 26 26
split_gain=375637 903224 238976 298524 229651 665222 887185 323803 791345 273261 359653 307368 256108 300502 208518 198692 159224 147903 132368 128175 324162 209891 101784 86328.7 134221 101579 65684.9 5446.93 3964.95
threshold=891.77550000000008 364.96250000000003 0 1449.0631000000001 1 59.840000000000011 156.17100000000002 2 3 10.113750000000001 426.67500000000007 4 798.75000000000011 242.583 1070.9310000000003 1098.7459000000001 1.2198250000000002 166.61000000000004 76.731000000000009 216.15000000000003 150.30000000000004 5 2022.5000000000002 6 7 8 1468.3681000000001 2022.5000000000002 2022.5000000000002
decision_type=2 2 9 2 1 2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 2 9 2 1 9 9 2 2 2
left_child=2 17 3 4 5 9 16 8 28 11 -11 -1 13 -9 15 19 -7 22 -16 23 21 -21 -2 25 -25 -4 -24 -10 -6
right_child=1 -3 14 -5 7 6 -8 12 27 10 -12 -13 -14 -15 18 -17 -18 -19 -20 20 -22 -23 26 24 -26 -27 -28 -29 -30
leaf_value=-0.25551030287102089 0.41185119372147783 2.3757998709245163 -0.065623446974167776 1.1723484961191815 0.87556144037554351 0.90811763451649596 2.6229620540142058 -0.045371819592126141 -0.19047348224755489 -0.36081553953692191 0.50267909717559822 0.15271868966308635 -0.95640641148885097 0.57270728721662811 -0.95119894131233818 0.77140294970888079 -0.15302559145035283 0.93600036348615379 0.038073096729460215 0.29462377964860142 1.3167827363447711 -0.037169596182026025 0.013047905972129421 0.023950332136985754 -0.0079383136379623086 -0.012425694287741098 -0.66403536257536522 -0.32330487251281737 0.98776805907487875
leaf_weight=191 39 22 4386 24 62 26 24 2724 66 246 60 2530 30 81 38 33 31 21 21 293 22 514 38 17358 54980 19655 23 58 64
leaf_count=191 39 22 4386 24 62 26 24 2724 66 246 60 2530 30 81 38 33 31 21 21 293 22 514 38 17358 54980 19655 23 58 64
internal_value=0 0.51195 -0.000930579 0.0591274 0.0549087 0.115384 1.0101 -0.0063705 0.331458 0.0918229 -0.191503 0.123685 -0.0372217 -0.0275235 -0.00477358 -0.00441348 0.331005 0.173068 -0.599085 -0.00467685 0.119136 0.0864859 0.012852 -0.00574182 -0.000284161 -0.0221543 -0.242246 -0.233753 0.863985
internal_weight=0 143 103517 6217 6193 3108 81 3085 250 3027 306 2721 2835 2805 97300 97241 57 121 59 97208 829 807 100 96379 72338 24041 61 124 126
internal_count=103660 143 103517 6217 6193 3108 81 3085 250 3027 306 2721 2835 2805 97300 97241 57 121 59 97208 829 807 100 96379 72338 24041 61 124 126
cat_boundaries=0 6 7 12 13 17 22 23 29 35
cat_threshold=1074823168 536903682 4098 137593096 262176 32 543 0 0 4096 1179904 32 3136 0 0 4096 1179904 16384 147456 544 0 8260 2184 538971652 8520224 268435772 12591648 1887446082 5120 16384 4604448 268436268 12832 268460112 5120
is_linear=0
shrinkage=0.01


Tree=309
num_leaves=24
num_cat=4
split_feature=4 7 25 0 0 24 16 3 2 2 8 2 6 2 5 2 4 20 25 26 0 25 2
split_gain=368162 891678 234207 504507 239305 236984 712044 326691 418064 256951 222493 175498 172673 196022 234432 170851 154222 310621 287274 106702 98960.9 207820 77337.8
threshold=891.77550000000008 552.55750000000012 0 1438.4900000000002 1438.4900000000002 1 336.36115000000007 5.8540000000000019 54.609000000000002 52.962600000000009 108.77100000000002 1439.8675000000001 877.0150000000001 883.10000000000014 302.32450000000006 49.990000000000009 216.15000000000003 150.30000000000004 2 2022.5000000000002 80.731500000000025 3 1070.9310000000003
decision_type=2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2
left_child=2 10 3 5 11 12 7 8 -7 -9 15 16 13 14 -1 19 20 18 -18 -2 22 -22 -4
right_child=1 -3 4 -5 -6 6 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=-0.016288258717190852 0.70772814782460525 2.4651043968200685 -0.0070142814697907339 1.3979182975632805 -0.91299020438358702 0.097969454421398441 1.5243947726658413 0.029897277459993467 0.53388249864139314 -0.41413846861552722 1.1535944800376892 -0.87787016834901721 0.69790016550006284 0.73557267738111098 -0.43050670486483078 -0.68230779223971894 0.41583172608096647 1.3036149163679644 -0.012024877168478505 -0.058843340251756748 0.16642476711741722 -0.012788424670147491 -0.56328216991424562
leaf_weight=2368 30 20 93618 28 29 2769 35 364 239 203 20 23 33 33 145 27 202 22 610 46 1016 1755 25
leaf_count=2368 30 20 93618 28 29 2769 35 364 239 203 20 23 33 33 145 27 202 22 610 46 1016 1755 25
internal_value=0 0.50683 -0.000921184 0.0585344 -0.00472564 0.0525694 0.104708 0.0911015 0.132605 -0.129078 0.188412 -0.00445534 -0.0207375 -0.0301336 -0.0401886 0.00099748 -0.00424877 0.131152 0.0993853 0.243751 -0.00542001 0.0534754 -0.00716279
internal_weight=0 143 103517 6217 97300 6189 3610 3575 3008 567 123 97271 2579 2546 2513 103 97248 834 812 76 96414 2771 93643
internal_count=103660 143 103517 6217 97300 6189 3610 3575 3008 567 123 97271 2579 2546 2513 103 97248 834 812 76 96414 2771 93643
cat_boundaries=0 6 7 12 18
cat_threshold=1074823168 536903682 4098 137593096 262176 32 3488 16384 147456 512 0 8196 44040836 2147484176 268501032 0 0 12288
is_linear=0
shrinkage=0.01


Tree=310
num_leaves=32
num_cat=4
split_feature=4 20 25 5 2 3 3 0 2 6 2 6 1 25 24 0 3 1 0 3 12 17 6 7 0 1 18 18 25 26 6
split_gain=253193 1.37581e+06 715064 886729 533247 413012 303520 254089 250675 272845 236002 195724 189829 311047 339664 345601 494912 306020 200759 171034 201792 125733 115819 115362 159773 113227 112931 111683 105219 29170.2 1792.05
threshold=371.41875000000005 72.978000000000009 0 275.17750000000007 749.57248000000016 161.04250000000002 1449.0631000000001 9.5985000000000014 233.37814 483.06600000000009 512.13625000000013 160.46250000000003 38.038500000000006 1 2 52.192250000000008 261.97000000000008 511.45025000000004 252.70150000000004 472.9221300000001 362.01900000000001 244.36170000000001 1054.5000000000002 1481.2725000000003 883.10000000000014 596.10500000000013 19.648867500000005 39.521800000000006 3 2022.5000000000002 1424.6500000000003
decision_type=2 2 9 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 9 2 2
left_child=6 2 3 5 8 7 12 -2 9 26 11 -10 22 14 18 17 -17 -16 21 20 25 -14 23 24 28 -15 -4 -20 -1 -26 -24
right_child=1 -3 4 -5 -6 -7 -8 -9 10 -11 -12 -13 13 19 15 16 -18 -19 27 -21 -22 -23 30 -25 29 -27 -28 -29 -30 -31 -32
leaf_value=-0.098650999682515603 0.3758035069704056 2.1546158613878137 -0.077548477654711581 2.4021787437370845 -1.6757614488601684 1.4325112442348313 0.89122269624157957 -1.0610247678756715 1.5693740760803223 -1.0243654266595841 -0.1773291512193351 0.2421543655395508 0.017116666233292853 -0.0038992615756648624 0.08644652786768145 0.3107426331344692 1.2058124351832602 0.79764342449605463 -0.24939488949513511 -0.87506769760795267 0.99168703842163086 0.81859190618991851 -0.49852023765958592 -0.63633148012490115 0.54737610749900345 -0.32113203542864222 0.64545101248699677 -1.028315504391988 -0.004770876029316049 0.21217560653686524 -0.38998618185520173
leaf_weight=1199 32 34 356 28 20 23 38 20 25 30 29 20 918 2932 1107 435 72 64 79 23 20 20 29 29 54 117 23 24 95752 50 32
leaf_count=1199 32 34 356 28 20 23 38 20 25 30 29 20 918 2932 1107 435 72 64 79 23 20 20 29 29 54 117 23 24 95752 50 32
internal_value=0 0.197184 0.0873611 0.805433 -0.0742167 0.316706 -0.00233365 -0.176823 -0.00943676 -0.106339 0.526147 0.979499 -0.00266345 0.0528553 0.130612 0.218446 0.437853 0.125316 -0.0117001 -0.0158923 -0.00950516 0.0342057 -0.00598447 -0.00571077 -0.00552234 -0.0160725 -0.0336725 -0.430891 -0.00594257 0.386222 -0.441584
internal_weight=0 640 606 103 503 75 102994 52 483 409 74 45 102956 5811 2719 1678 507 1171 1041 3092 3069 938 97145 97084 97055 3049 379 103 96951 104 61
internal_count=103634 640 606 103 503 75 102994 52 483 409 74 45 102956 5811 2719 1678 507 1171 1041 3092 3069 938 97145 97084 97055 3049 379 103 96951 104 61
cat_boundaries=0 5 11 12 17
cat_threshold=0 0 512 33554432 8192 35951112 536887296 268501608 35651586 268435520 4096 3208 0 16384 2 5242888 262176
is_linear=0
shrinkage=0.01


Tree=311
num_leaves=21
num_cat=3
split_feature=11 2 1 11 2 17 8 25 16 1 6 12 25 2 5 8 2 25 5 6
split_gain=315703 790396 222545 470538 378414 456613 400804 331896 301029 249318 210721 168011 124171 813668 467088 288896 157731 85030.8 1364.9 2112.04
threshold=1092.2834 11.223500000000003 38.038500000000006 798.75000000000011 1439.8675000000001 446.37500000000006 101.28180000000002 0 1107.6734000000001 469.21250000000003 1054.5000000000002 422.87500000000006 1 364.96250000000003 10.14115 1117.4100000000001 1070.9310000000003 2 9.225500000000002 1424.6500000000003
decision_type=2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 9 2 2
left_child=2 -2 8 4 5 7 -7 9 10 -4 12 -9 13 15 -15 -1 17 -14 19 -12
right_child=1 -3 3 -5 -6 6 -8 11 -10 -11 18 -13 16 14 -16 -17 -18 -19 -20 -21
leaf_value=0.013686168180283531 -0.14985580539703369 2.3421823525428773 0.10810914890340596 -1.4024063548716632 -1.2773036084856306 0.10598519134521485 2.0840162949335008 -0.016952418831092501 1.0707290532038762 0.42549634740300418 -0.67752396130561832 0.90253923082351695 -0.092642628803352528 1.1449435381133959 -0.061815283552129216 1.1876071012587774 -0.69030227240394137 -0.0078574240691690021 -0.5013130927085877 -0.54083656567793625
leaf_weight=12073 35 20 2559 22 21 20 21 3106 26 274 20 20 1190 101 47 21 34 83978 20 26
leaf_count=12073 35 20 2559 22 21 20 21 3106 26 274 20 20 1190 101 47 21 34 83978 20 26
internal_value=0 0.75634 -0.00149279 0.0573956 0.0627295 0.0674197 1.11912 0.0601836 -0.00514132 0.138318 -0.00542819 -0.0110343 -0.0050456 0.0247231 0.761716 0.0157246 -0.00932463 -0.00905388 -0.57028 -0.600266
internal_weight=0 55 103579 6043 6021 6000 41 5959 97536 2833 97510 3126 97444 12242 148 12094 85202 85168 66 46
internal_count=103634 55 103579 6043 6021 6000 41 5959 97536 2833 97510 3126 97444 12242 148 12094 85202 85168 66 46
cat_boundaries=0 6 12 17
cat_threshold=35947016 536887296 268501608 35651586 268435520 4096 1074823424 2151710850 528512 2326816 604005424 1312 0 536887296 2 4194312 262144
is_linear=0
shrinkage=0.01


Tree=312
num_leaves=24
num_cat=1
split_feature=11 2 1 11 2 17 15 24 13 1 6 0 4 15 13 5 8 18 3 0 0 5 6
split_gain=309421 774667 218118 461174 370884 447526 656908 238086 367042 248757 206737 218694 98060.2 401792 101597 919961 86772.4 75580.6 65664.3 108134 23528.8 1337.74 2070.01
threshold=1092.2834 11.223500000000003 38.038500000000006 798.75000000000011 1439.8675000000001 446.37500000000006 124.33250000000002 0 431.15675000000005 596.10500000000013 1054.5000000000002 883.10000000000014 547.82000000000005 37.223000000000013 278.25000000000006 287.60700000000003 166.61000000000004 819.02500000000009 0.80850000000000011 1077.3535000000002 1438.4900000000002 9.225500000000002 1424.6500000000003
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
left_child=2 -2 10 4 5 7 -7 9 -9 -4 11 12 14 16 17 -16 -14 -1 19 -13 -21 22 -12
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 21 18 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0064504179414828049 -0.14835724585396903 2.3187604427337649 0.13523863207609768 -1.3883822781253945 -1.2645305579049246 -0.12734886714390345 2.4049765672683718 0.031937971966122976 -0.74302464833182669 0.70059827007898479 -0.6707487270832061 1.1153099182128907 -0.017200070456688449 1.559548336982727 0.034998537841168319 2.1935955479031519 0.61603401184082029 0.49555881627400716 -0.064610822839396342 0.15407364064996892 0.53463503539562229 -0.49629995155334472 -0.53542820196885332
leaf_weight=96772 35 20 1529 22 21 21 20 4286 62 82 20 25 161 20 330 21 25 30 21 33 32 20 26
leaf_count=96772 35 20 1529 22 21 21 20 4286 62 82 20 25 161 20 330 21 25 30 21 33 32 20 26
internal_value=0 0.748776 -0.00147796 0.0568216 0.0621022 0.0667455 1.10793 0.0595817 0.0208395 0.163004 -0.00509001 -0.00471116 -0.00521693 0.212731 -0.00567906 0.164145 0.067912 -0.00629484 0.438907 0.556394 0.341427 -0.564577 -0.594263
internal_weight=0 55 103579 6043 6021 6000 41 5959 4348 1611 97536 97470 97359 206 97153 351 186 96802 111 90 65 66 46
internal_count=103634 55 103579 6043 6021 6000 41 5959 4348 1611 97536 97470 97359 206 97153 351 186 96802 111 90 65 66 46
cat_boundaries=0 1
cat_threshold=23
is_linear=0
shrinkage=0.01


Tree=313
num_leaves=21
num_cat=5
split_feature=16 1 22 18 14 25 24 6 8 3 6 24 25 16 15 3 14 25 5 6
split_gain=277570 219449 625308 356694 472148 382154 884824 902029 535014 216734 202394 171638 115885 132600 269593 117142 102026 76875.1 1311.12 2028.82
threshold=1107.6734000000001 38.038500000000006 550.81750000000011 524.50200000000007 678.01075000000003 0 1 222.67000000000004 401.69424000000004 888.10000000000014 1054.5000000000002 2 3 336.36115000000007 38.081000000000003 472.9221300000001 808.55215250000015 4 9.225500000000002 1424.6500000000003
decision_type=2 2 2 2 2 9 1 2 2 2 2 1 9 2 2 2 2 9 2 2
left_child=1 2 10 4 5 6 7 -3 -8 11 12 -7 13 15 -15 -1 17 -14 19 -12
right_child=-2 3 -4 -5 -6 9 8 -9 -10 -11 18 -13 16 14 -16 -17 -18 -19 -20 -21
leaf_value=0.024318045395108609 0.90232168646419753 0.52531176196435658 1.7630315897464752 -1.1349200420379639 1.4066957554450403 -0.10122750690253067 -0.02807214656013915 2.2708562994003296 1.6366485919952394 0.8858011446327998 -0.66404123902320866 0.046574494069246353 -0.096246782990703633 -0.018479451319066489 1.3160048983494439 -0.30649080623079228 -0.57365679532289504 -0.0078653015903522808 -0.49133694076538087 -0.5300739119603084
leaf_weight=12078 34 229 20 25 26 958 556 34 20 29 20 4171 986 41 24 108 32 84197 20 26
leaf_count=12078 34 229 20 25 26 958 556 34 20 29 20 4171 986 41 24 108 32 84197 20 26
internal_value=0 -0.00136547 -0.00498936 0.0570865 0.0620343 0.0562045 0.252804 0.723463 0.0292233 0.0236896 -0.00535191 0.0188613 -0.00497705 0.0237696 0.474253 0.0213862 -0.00911155 -0.00890055 -0.558932 -0.588321
internal_weight=0 103600 97552 6048 6023 5997 839 263 576 5158 97532 5129 97466 12251 65 12186 85215 85183 66 46
internal_count=103634 103600 97552 6048 6023 5997 839 263 576 5158 97532 5129 97466 12251 65 12186 85215 85183 66 46
cat_boundaries=0 6 7 8 14 19
cat_threshold=0 536887296 520 35651586 268435456 4096 2115 2176 1074823424 2151710850 528512 2326816 604005424 1312 0 16384 2 4194312 262144
is_linear=0
shrinkage=0.01


Tree=314
num_leaves=20
num_cat=2
split_feature=11 10 16 11 0 1 24 5 0 5 14 1 6 0 24 8 7 5 6
split_gain=302477 735149 210501 221409 368442 249282 246509 492642 416230 324154 632594 208481 198431 124308 386301 95883.9 81732.2 1285.02 1988.45
threshold=1092.2834 103.11795000000002 1107.6734000000001 798.75000000000011 86.604000000000028 38.038500000000006 0 552.55750000000012 60.451000000000001 678.89998000000014 624.17000000000019 285.35875000000004 1054.5000000000002 594.30750000000012 1 1468.3681000000001 143.86150000000001 9.225500000000002 1424.6500000000003
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2
left_child=2 -2 3 5 -5 12 7 8 -7 10 -8 -9 13 15 -15 -1 -11 18 -14
right_child=1 -3 -4 4 -6 6 9 11 -10 16 -12 -13 17 14 -16 -17 -18 -19 -20
leaf_value=-0.0055199819405133124 -0.13361472429547991 2.2697513504028319 0.7970955311168324 -0.05488963854312897 -1.7172118930816651 0.047204551243281698 0.0042294291903311942 1.9170258258637927 0.34679626308035594 -0.4221592664718628 1.7880828213691711 0.49043238353729252 -0.65740083026885987 0.61995048530712848 -0.20530301455865826 0.64022384311841873 -1.3153901965277535 -0.48642357826232913 -0.52477317920097943
leaf_weight=97170 35 20 33 40 20 2008 3301 21 603 20 20 20 20 109 104 23 21 20 26
leaf_count=97170 35 20 33 40 20 2008 3301 21 603 20 20 20 20 109 104 23 21 20 26
internal_value=0 0.740337 -0.00145213 -0.00170663 -0.608997 -0.00135453 0.0611286 0.132972 0.116394 0.00405001 0.0149723 1.22113 -0.00520973 -0.00483833 0.236477 -0.00536717 -0.879668 -0.553342 -0.582437
internal_weight=0 55 103579 103546 60 103486 6014 2652 2611 3362 3321 41 97472 97406 213 97193 41 66 46
internal_count=103634 55 103579 103546 60 103486 6014 2652 2611 3362 3321 41 97472 97406 213 97193 41 66 46
cat_boundaries=0 1 2
cat_threshold=599 2866
is_linear=0
shrinkage=0.01


Tree=315
num_leaves=21
num_cat=2
split_feature=11 10 25 16 7 14 0 0 0 2 7 2 10 14 6 10 7 7 24 11
split_gain=291020 1.21334e+06 178228 721119 422849 292765 287212 285764 269340 228597 212286 190365 194415 183435 162957 126660 107966 128496 82241.3 22126.3
threshold=1092.2834 55.302500000000009 0 925.3130000000001 522.5150000000001 9.6600000000000019 594.30750000000012 1438.4900000000002 1438.4900000000002 352.68673250000012 126.38750000000002 1070.9310000000003 1098.7459000000001 678.01075000000003 303.53610000000003 143.29500000000004 890.55300000000011 1107.8925000000002 1 1439.8675000000001
decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
left_child=2 19 3 4 5 7 13 10 11 14 -1 12 16 -7 15 -6 18 -18 -4 -2
right_child=1 -3 8 -5 9 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.045064121484003454 -0.067133064497084852 2.7104935030937196 0.0065121958754551495 1.6423841197150093 -0.32591564489214603 -0.16455574795930422 -1.312500343322754 1.0320188891092936 -1.0861101648081903 -1.3508317726135255 0.29333077549643022 0.68588588696718222 0.87760641021728514 0.59072493328767661 -1.0593605780601503 0.49265946785608927 1.055927669207255 0.02880606503322207 -0.012559529616968108 -0.53188587737083437
leaf_weight=9078 21 20 38759 28 89 593 21 30 23 25 358 40 25 34 24 24 21 29 54246 20
leaf_count=9078 21 20 38759 28 89 593 21 30 23 25 358 40 25 34 24 24 21 29 54246 20
internal_value=0 0.691186 0.000271257 0.0397144 0.0353861 0.0435046 -0.162129 0.0575814 -0.00409599 -0.47147 0.0544833 -0.00382918 -0.00412557 -0.1236 -0.311002 -0.152059 -0.00436246 0.460197 -0.00461221 -0.293842
internal_weight=0 61 103447 10304 10276 10114 648 9466 93143 162 9436 93120 93080 627 137 113 93055 50 93005 41
internal_count=103508 61 103447 10304 10276 10114 648 9466 93143 162 9436 93120 93080 627 137 113 93055 50 93005 41
cat_boundaries=0 6 7
cat_threshold=1082163200 541114370 4746 139665672 786480 8 1302
is_linear=0
shrinkage=0.01


Tree=316
num_leaves=13
num_cat=1
split_feature=22 16 2 2 13 25 10 0 26 7 2 1
split_gain=359957 245429 402612 368601 214505 227343 503975 274296 152170 140823 48567.1 42847.3
threshold=521.77697000000012 1107.6734000000001 1439.8675000000001 1070.9310000000003 564.6037500000001 0 1098.7459000000001 1438.4900000000002 2022.5000000000002 200.20362600000004 45.61910000000001 0.45700000000000007
decision_type=2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -5 10 -6 -4
right_child=-2 -3 11 8 9 6 -8 -9 -10 -11 -12 -13
leaf_value=0.069457501208838382 0.94911450660228724 0.81460418907371734 -0.66545021242565583 1.4427010965347291 -0.29658427202133902 -0.0027497959032055162 1.2149472584443934 1.1418762032190959 0.3691647549598448 -0.88125345370708374 0.17214619715298926 -1.276130114555359
leaf_weight=3819 40 37 27 23 105 99281 34 24 31 39 28 20
leaf_count=3819 40 37 27 23 105 99281 34 24 31 39 28 20
internal_value=0 0.00030498 1.36833e-05 0.000434352 2.69821e-06 0.000591025 -0.00233269 0.0759572 0.826412 -0.35285 -0.197904 -0.925314
internal_weight=0 103468 103431 103384 103330 103158 99315 3843 54 172 133 47
internal_count=103508 103468 103431 103384 103330 103158 99315 3843 54 172 133 47
cat_boundaries=0 5
cat_threshold=1073774592 536870912 4104 139591688 32
is_linear=0
shrinkage=0.01


Tree=317
num_leaves=13
num_cat=2
split_feature=11 10 12 12 2 2 25 24 10 26 1 11
split_gain=284218 1.18741e+06 173697 418526 384921 466201 194275 352665 302448 97603.4 43081.5 21589.9
threshold=1092.2834 55.302500000000009 1392.9450000000004 1078.0535000000002 1439.8675000000001 1070.9310000000003 0 1 1098.7459000000001 2022.5000000000002 0.45700000000000007 1439.8675000000001
decision_type=2 2 2 2 2 2 9 1 2 2 2 2
left_child=2 11 3 4 5 6 7 -1 -8 -7 -6 -2
right_child=1 -3 -4 -5 10 9 8 -9 -10 -11 -12 -13
leaf_value=0.22199736412655824 -0.067448643956865575 2.6806713371276856 -0.85036628325780228 1.18142599995931 -0.64603099644184114 1.4282742070115131 -0.0031267810851527433 0.012975579630992001 0.94019639071296246 0.56241790485382082 -1.2633687887191771 -0.52653310227394101
leaf_weight=1074 21 20 24 30 26 23 99004 3182 34 30 20 20
leaf_count=1074 21 20 24 30 26 23 99004 3182 34 30 20 20
internal_value=0 0.683055 0.000262537 0.000459931 0.000117268 0.000524339 4.32362e-05 0.0661189 -0.00280265 0.938167 -0.914439 -0.291392
internal_weight=0 61 103447 103423 103393 103347 103294 4256 99038 53 46 41
internal_count=103508 61 103447 103423 103393 103347 103294 4256 99038 53 46 41
cat_boundaries=0 5 6
cat_threshold=1073774592 536870912 4234 139591688 32 1096
is_linear=0
shrinkage=0.01


Tree=318
num_leaves=14
num_cat=0
split_feature=22 12 12 10 6 10 5 14 6 12 8 10 10
split_gain=352318 199004 336229 132241 546581 126536 111996 405178 129208 107610 54075 22528.4 10419.9
threshold=521.77697000000012 1392.9450000000004 1078.0535000000002 901.21050000000014 79.689000000000007 619.25400000000013 24.787500000000005 678.01075000000003 1054.5000000000002 52.743868000000013 123.62500000000001 1449.0631000000001 1098.7459000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 6 8 -8 -1 10 -7 12 -5
right_child=-2 -3 -4 4 -6 9 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0022507777940690703 0.93898370051383984 -0.89179381599426266 1.0253969177603721 -0.13942180713017782 1.4951883257230123 -0.36320615955427588 0.035448400892252326 1.2630463412955955 -0.50085838065697597 -1.020812029182911 0.25031187438964841 -0.36480614537778111 0.14694876706158674
leaf_weight=96744 40 25 32 24 30 51 6393 27 52 20 20 23 27
leaf_count=96744 40 25 32 24 30 51 6393 27 52 20 20 23 27
internal_value=0 0.000295753 0.000511352 0.000194206 0.356602 -0.000164592 0.000164025 0.0406112 -0.00251864 -0.372896 -0.190384 -0.104987 0.0121861
internal_weight=0 103468 103443 103411 104 103307 103216 6420 96796 91 71 74 51
internal_count=103508 103468 103443 103411 104 103307 103216 6420 96796 91 71 74 51
is_linear=0
shrinkage=0.01


Tree=319
num_leaves=14
num_cat=1
split_feature=22 16 2 2 13 25 10 0 6 1 1 7 1
split_gain=345307 239684 386685 353139 211150 218641 492029 301778 207115 108331 81573.2 71697.9 41131.5
threshold=521.77697000000012 1107.6734000000001 1439.8675000000001 1070.9310000000003 564.6037500000001 0 1098.7459000000001 1438.4900000000002 165.29860000000002 85.820000000000022 9.2110000000000021 194.48100000000002 0.45700000000000007
decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 -6 -5 -10 -4
right_child=-2 -3 12 10 8 6 -8 -9 11 -11 -12 -13 -14
leaf_value=0.067494573082046816 0.92959385752677914 0.80500568235242698 -0.65222832977771761 1.1565183482170105 -0.26778363701869856 -0.0027157581193866564 1.2004634672052721 1.2163646631655487 -0.57813873291015627 0.534621443361044 0.37434243376056353 -1.3745370712280274 -1.2505562114715576
leaf_weight=3858 40 37 27 30 106 99243 34 23 26 20 24 20 20
leaf_count=3858 40 37 27 30 106 99243 34 23 26 20 24 20 20
internal_value=0 0.000292795 4.92811e-06 0.000417192 -5.31075e-06 0.000578396 -0.00230347 0.0741122 -0.350087 -0.140418 0.808885 -0.924399 -0.906836
internal_weight=0 103468 103431 103384 103330 103158 99277 3881 172 126 54 46 47
internal_count=103508 103468 103431 103384 103330 103158 99277 3881 172 126 54 46 47
cat_boundaries=0 5
cat_threshold=1073774592 536870912 4232 139460616 32
is_linear=0
shrinkage=0.01


Tree=320
num_leaves=15
num_cat=3
split_feature=25 12 3 25 0 3 24 7 0 10 6 2 2 26
split_gain=218297 210371 198338 191504 297297 464955 367024 374792 292064 205738 380605 183722 149322 7715.59
threshold=0 1392.9450000000004 1449.0631000000001 1 883.10000000000014 35.85625000000001 2 8.8950000000000014 1438.4900000000002 901.21050000000014 43.052500000000009 1070.9310000000003 42.530000000000008 2022.5000000000002
decision_type=9 2 2 9 2 2 1 2 2 2 2 2 2 2
left_child=13 2 3 4 6 -6 7 -2 9 11 -11 -5 -8 -1
right_child=1 -3 -4 8 5 -7 12 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.51201713530743709 0.34991708251962722 -0.88403054555257155 0.71177804592328198 -0.0044748879320699935 1.4743947302328573 -0.2514942458823875 0.036150566694351488 -0.15318789607600161 -0.91738794871738971 0.05855759722121219 1.7056228485107423 0.49738029472631951 -0.15487575711579774 -0.35656841135736722
leaf_weight=61 671 27 39 99622 37 27 2104 190 35 47 20 73 508 67
leaf_count=61 671 27 39 99622 37 27 2104 190 35 47 20 73 508 67
internal_value=0 -0.00145061 -0.00122022 -0.00148932 0.0707175 0.746285 0.0584718 0.236152 -0.00405515 -0.00373513 0.550219 -0.00410741 -0.000997747 -0.399443
internal_weight=0 103400 103373 103334 3537 64 3473 861 99797 99762 67 99695 2612 128
internal_count=103528 103400 103373 103334 3537 64 3473 861 99797 99762 67 99695 2612 128
cat_boundaries=0 4 9 10
cat_threshold=0 0 0 131072 1073774592 16386 4096 139460864 32 1288
is_linear=0
shrinkage=0.01


Tree=321
num_leaves=14
num_cat=3
split_feature=25 16 25 26 12 25 2 26 3 0 2 1 26
split_gain=213953 206797 182449 172183 155831 141388 528921 938297 269465 239714 190591 76424.8 7562.05
threshold=0 1107.6734000000001 1 2022.5000000000002 1392.9450000000004 2 1070.9310000000003 2022.5000000000002 1077.3535000000002 883.10000000000014 1439.8675000000001 165.05000000000004 2022.5000000000002
decision_type=9 2 9 2 2 9 2 2 2 2 2 2 2
left_child=12 2 3 -2 5 6 8 -8 -4 10 -7 -11 -1
right_child=1 -3 4 -5 -6 9 7 -9 -10 11 -12 -13 -14
leaf_value=-0.50689696077440605 0.027624954917214135 0.73612959811561995 0.025349117700548266 0.81890206527709963 -0.79157296638488772 -0.0059701053114369698 2.7181574649810791 -0.24343594841335128 -0.89329094168730083 -0.65972567636418988 -0.8311350568596807 0.036981290817260745 -0.35300272970057245
leaf_weight=61 55 38 14784 55 25 88246 20 23 32 74 28 20 67
leaf_count=61 55 38 14784 55 25 88246 20 23 32 74 28 20 67
internal_value=0 -0.0014361 -0.0017074 0.387992 -0.00215993 -0.00196896 0.0265613 1.13405 0.023365 -0.00676854 -0.00623184 -0.51149 -0.395449
internal_weight=0 103400 103362 110 103252 103227 14859 43 14816 88368 88274 94 128
internal_count=103528 103400 103362 110 103252 103227 14859 43 14816 88368 88274 94 128
cat_boundaries=0 4 9 15
cat_threshold=0 0 0 131072 0 0 4096 134217728 32 1351663872 2147500194 498 5243680 1140858896 8
is_linear=0
shrinkage=0.01


Tree=322
num_leaves=12
num_cat=3
split_feature=25 12 16 25 26 10 6 25 2 0 26
split_gain=209695 203002 277330 178643 168756 159409 309164 146924 491553 245987 7411.56
threshold=0 1392.9450000000004 1107.6734000000001 1 2022.5000000000002 1098.7459000000001 25.535000000000004 2 1070.9310000000003 883.10000000000014 2022.5000000000002
decision_type=9 2 2 9 2 2 2 9 2 2 2
left_child=10 2 3 4 -2 7 -7 8 -5 -9 -1
right_child=1 -3 -4 5 -6 6 -8 9 -10 -11 -12
leaf_value=-0.50182799104784359 0.027348714308305221 -0.86840613047281912 0.87635365804036458 0.020046956742691236 0.81071303731744937 0.017668463389078778 1.5282714276313782 -0.0074726571573752289 1.078198632110249 -0.53948574916384684 -0.34947270122926627
leaf_weight=61 55 27 36 19510 55 42 20 83524 44 87 67
leaf_count=61 55 27 36 19510 55 42 20 83524 44 87 67
internal_value=0 -0.00142174 -0.00119543 -0.00150114 0.384112 -0.00194908 0.50496 -0.00225391 0.0224165 -0.00802527 -0.391494
internal_weight=0 103400 103373 103337 110 103227 62 103165 19554 83611 128
internal_count=103528 103400 103373 103337 110 103227 62 103165 19554 83611 128
cat_boundaries=0 4 9 15
cat_threshold=0 0 0 131072 0 0 4096 134217728 32 1351664384 2151695010 498 5243682 1140858896 8
is_linear=0
shrinkage=0.01


Tree=323
num_leaves=14
num_cat=4
split_feature=25 12 3 25 0 24 10 0 5 6 25 5 26
split_gain=205522 198962 195145 183018 291804 319986 351356 280557 246865 200502 1.07916e+06 124717 7264.07
threshold=0 1392.9450000000004 1449.0631000000001 1 1438.4900000000002 2 72.483750000000015 1438.4900000000002 263.89280000000008 228.79300000000003 3 897.08550000000014 2022.5000000000002
decision_type=9 2 2 9 2 1 2 2 2 2 9 2 2
left_child=12 2 3 4 5 6 -2 9 -7 11 -11 -5 -1
right_child=1 -3 -4 7 -6 8 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.49680971208165903 0.30369268540686395 -0.85972209259315779 0.70605294099220861 -0.0045996628565387106 1.2174322969263249 0.031218525815588861 -0.31570364248294097 -0.89911809485299243 -0.37763991176702411 1.0550561310952171 0.003057938477975859 -0.40985002956892319 -0.34597797650009837
leaf_weight=61 767 27 39 98897 22 2487 104 35 157 104 685 76 67
leaf_count=61 767 27 39 98897 22 2487 104 35 157 104 685 76 67
internal_value=0 -0.00140752 -0.00118347 -0.0014504 0.0691383 0.062148 0.227127 -0.00395873 0.00691447 -0.00364507 0.155135 -0.00491085 -0.387579
internal_weight=0 103400 103373 103334 3537 3515 871 99797 2644 99762 789 98973 128
internal_count=103528 103400 103373 103334 3537 3515 871 99797 2644 99762 789 98973 128
cat_boundaries=0 4 9 10 15
cat_threshold=0 0 0 131072 1073774592 16386 4096 139460864 32 1288 0 0 512 0 8192
is_linear=0
shrinkage=0.01


Tree=324
num_leaves=11
num_cat=3
split_feature=25 16 25 10 6 12 25 2 0 10
split_gain=201434 198298 174452 147657 310587 142162 142703 481608 238748 40476.9
threshold=0 1107.6734000000001 1 1098.7459000000001 25.535000000000004 1392.9450000000004 2 1070.9310000000003 883.10000000000014 1449.0631000000001
decision_type=9 2 9 2 2 2 9 2 2 2
left_child=-1 2 -2 5 9 6 7 -4 -8 -5
right_child=1 -3 3 4 -6 -7 8 -9 -10 -11
leaf_value=-0.38370331999184432 0.37940406322479248 0.72085802680567701 0.019750646247439021 0.28912440590236499 1.5114089748859405 -0.77194285869598389 -0.0073606753274875134 1.0671438323367726 -0.53148745280915288 -0.32599433898925784
leaf_weight=128 110 38 19510 23 20 24 83524 44 87 20
leaf_count=128 110 38 19510 23 20 24 83524 44 87 20
internal_value=0 -0.00139242 -0.00165809 -0.00210059 0.481875 -0.00239628 -0.00221725 0.0220962 -0.0079051 0.00302266
internal_weight=0 103400 103362 103252 63 103189 103165 19554 83611 43
internal_count=103528 103400 103362 103252 63 103189 103165 19554 83611 43
cat_boundaries=0 4 9 15
cat_threshold=0 0 0 131072 0 0 4096 134217728 32 1351664384 2151695010 498 5243682 1140858896 8
is_linear=0
shrinkage=0.01


Tree=325
num_leaves=32
num_cat=2
split_feature=4 2 6 13 10 5 10 25 9 2 4 1 10 15 2 4 12 18 25 4 1 14 2 1 12 1 5 26 10 5 10
split_gain=286647 1.36486e+06 149829 510736 862615 600736 557462 318532 418954 658471 230525 209597 203300 180269 145696 126704 121420 106667 99091.7 167340 168980 164618 194173 147475 91891.5 85835.9 62100.3 41367.2 23604.6 8018.43 4476.33
threshold=891.77550000000008 364.96250000000003 183.56850000000003 564.6037500000001 400.0485000000001 275.17750000000007 522.5150000000001 0 60.223000000000006 364.96250000000003 195.82340000000002 273.76200000000006 556.40500000000009 166.33925000000002 49.990000000000009 178.60500000000002 10.996800000000002 1129.6950200000003 1 521.79500000000019 469.21250000000003 1092.2134000000003 883.10000000000014 87.303500000000014 186.94500000000002 335.00670000000008 112.45200000000001 2022.5000000000002 796.68750000000011 5.9694960000000004 901.21050000000014
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 2 2 2 2 2 2
left_child=2 14 12 4 7 6 -6 8 9 -4 -5 -10 17 25 26 24 -15 18 19 20 -1 22 -20 -21 28 -9 27 -2 29 -14 -30
right_child=1 -3 3 10 5 -7 -8 13 11 -11 -12 -13 15 16 -16 -17 -18 -19 21 23 -22 -23 -24 -25 -26 -27 -28 -29 30 -31 -32
leaf_value=0.018211425000041876 0.38728376918368868 2.736455318711021 0.34974377813447227 -0.30831300811767576 1.7372379186630249 2.4469997978210452 -0.19576608071456086 -0.062247995034543015 0.057337056501553615 2.0116741294127243 -1.7487031121253966 -0.82795954810248473 -0.086680843445562539 0.08455867145372474 -0.62068501295866785 0.35820522676814681 1.149928947210312 0.67714395771855895 -0.0079068163036238523 -0.12392317428588868 0.32727901955556604 0.83780035184777302 -0.55051816538879361 -1.0410675387912327 -1.0679172990435646 -0.56901594052995952 0.70771936511993405 -0.10783123397827149 -0.58970144907633459 -0.34350377249717712 -0.4180778711492365
leaf_weight=15083 27 22 287 25 25 24 37 742 104 26 20 36 31 23 27 22 20 23 86337 50 179 23 66 27 21 35 20 45 21 20 55
leaf_count=15083 27 22 287 25 25 24 37 742 104 26 20 36 31 23 27 22 20 23 86337 50 179 23 66 27 21 35 20 45 21 20 55
internal_value=0 0.448242 -0.00294839 0.099651 0.134358 1.10367 0.583671 0.0688738 0.278265 0.487796 -0.948486 -0.170311 -0.00436122 -0.0495905 0.0252113 -0.349888 0.58008 -0.00378414 -0.00393804 0.0194775 0.0218363 -0.00809519 -0.0083213 -0.445519 -0.455145 -0.0850754 0.214768 0.0778369 -0.35382 -0.187396 -0.4655
internal_weight=0 141 103362 1404 1359 86 62 1273 453 313 45 140 101958 820 119 170 43 101788 101765 15339 15262 86426 86403 77 148 777 92 72 127 51 76
internal_count=103503 141 103362 1404 1359 86 62 1273 453 313 45 140 101958 820 119 170 43 101788 101765 15339 15262 86426 86403 77 148 777 92 72 127 51 76
cat_boundaries=0 6 12
cat_threshold=49152 0 64 35651584 8260 4096 9470720 817905698 285278242 138621192 1611153440 1032
is_linear=0
shrinkage=0.01


Tree=326
num_leaves=39
num_cat=4
split_feature=7 16 9 0 4 2 5 3 2 25 0 1 1 0 16 7 2 24 0 14 0 25 9 4 1 4 5 13 0 24 9 1 4 11 17 1 16 1
split_gain=395680 2.03751e+06 592613 536664 331718 231700 422637 537452 253728 759632 608380 1.01384e+06 655127 354052 251988 226387 364707 231663 204122 191578 169371 288809 478498 131707 125976 123334 116813 114128 163585 101344 88073.9 107348 59736.1 53119.8 43988.3 30875.6 18446.5 5240.03
threshold=361.43000000000006 371.63775000000004 384.29599999999999 594.30750000000012 371.41875000000005 658.86750000000018 359.92750000000007 354.51980000000003 364.96250000000003 0 10.847970000000002 30.078000000000007 335.00670000000008 212.52070000000001 352.21000000000004 615.99125000000015 334.93500000000006 1 112.50100000000002 108.45600000000002 52.192250000000008 2 285.81500000000005 26.311000000000003 1070.9310000000003 22.184000000000005 616.44275000000005 137.23940000000002 45.527785000000002 3 31.832500000000007 252.70150000000004 126.22800000000002 19.132500000000004 182.24800000000002 7.8769000000000009 391.72500000000008 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=5 2 3 15 23 8 7 30 14 10 25 -12 -13 19 20 16 17 -2 34 33 24 29 -23 -4 26 -10 -1 28 -17 -22 31 35 -20 -11 36 -7 -16 -26
right_child=1 -3 4 -5 -6 6 -8 -9 9 13 11 12 -14 -15 18 27 -18 -19 32 -21 21 22 -24 -25 37 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39
leaf_value=-0.00624653677452899 0.57102141614393753 2.6720418733539004 -0.71509063561757402 1.7309597832223644 -1.793714143208095 -0.28387642393328927 -1.3861590863764286 1.4067732648849489 0.53232727382494061 -0.058515569275865958 3.3108218730579724 -0.66982413101196292 1.6373188257217408 -1.0118385830346275 -0.060974550633817105 -0.17686818692520376 1.5291723736127218 -0.049901368732321753 -0.53801572370529172 1.0164170506000521 0.060333800059870671 0.087168924267426354 0.85605487260473778 0.33255168914794925 -0.35732426684636337 -0.52764269510904949 0.28703212608309353 -0.81633918952941897 0.6015967945491566 -0.11688481862524759 -0.88490267276763923 0.35248180095966047 -1.278002596994241 0.48302452266216278 0.13267197813306536 -0.70232038497924809 -0.31448363361181692 -0.5459132374034209
leaf_weight=97047 100 33 30 23 21 110 32 20 23 192 22 20 32 34 37 131 24 136 20 20 465 3259 83 20 26 21 136 20 34 1020 24 26 24 20 35 21 128 34
leaf_count=97047 100 33 30 23 21 110 32 20 23 192 22 20 32 34 37 131 24 136 20 20 465 3259 83 20 26 21 136 20 34 1020 24 26 24 20 35 21 128 34
internal_value=0 0.259973 0.112295 0.241446 -0.73901 -0.00376794 -0.318755 -0.14882 -0.0030533 0.253516 0.882803 1.51129 0.749956 -0.0566981 -0.00401625 0.16446 0.354719 0.235283 -0.324995 0.0808355 -0.00324894 0.0545687 0.105948 -0.296034 -0.00611893 0.0264325 -0.00583612 -0.102931 -0.0164572 -0.0613597 -0.320709 -0.234462 -0.941645 -0.00742688 -0.189332 -0.350955 -0.257636 -0.464191
internal_weight=0 572 539 468 71 102931 233 201 102698 384 118 74 52 266 102314 445 260 236 244 232 102070 4827 3342 50 97243 44 97183 185 165 1485 181 157 44 212 200 131 165 60
internal_count=103503 572 539 468 71 102931 233 201 102698 384 118 74 52 266 102314 445 260 236 244 232 102070 4827 3342 50 97243 44 97183 185 165 1485 181 157 44 212 200 131 165 60
cat_boundaries=0 3 4 10 11
cat_threshold=32768 0 512 1557 67126280 2955018929 524610 102867010 268443921 8192 834
is_linear=0
shrinkage=0.01


Tree=327
num_leaves=30
num_cat=3
split_feature=7 16 9 0 6 19 16 3 16 0 25 10 4 24 12 1 15 6 1 13 1 4 25 5 0 1 13 16 1
split_gain=388076 1.99682e+06 580954 525905 474931 223654 217788 337057 180006 181013 389476 536632 363684 396615 275920 191209 152208 145687 139956 212647 126567 114549 110430 79628 71736.7 36134.6 16765.3 7882.99 7600.33
threshold=361.43000000000006 371.63775000000004 384.29599999999999 594.30750000000012 483.06600000000009 63.41705000000001 362.00600000000003 297.47500000000008 336.36115000000007 52.192250000000008 0 426.12125000000009 547.82000000000005 1 483.25025000000005 1070.9310000000003 129.93500000000003 1424.6500000000003 8.0935000000000006 106.6405 1.0790000000000004 160.239 2 5.9694960000000004 82.76560000000002 383.83325000000008 141.12060000000005 819.02500000000009 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=6 2 3 5 21 18 8 16 9 15 12 14 13 -11 -12 17 24 22 23 -20 -18 -4 -1 -2 26 -14 27 -8 -17
right_child=1 -3 4 -5 -6 -7 7 -9 -10 10 11 -13 25 -15 -16 28 20 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.03708245700223653 -0.095438305318611388 2.6453214737863253 -0.56634298122846161 1.7136501954949421 -1.8410369138240814 1.0450255793112295 -0.17281447678964626 -1.4850584164532747 0.70396425207455948 -0.052849290066364185 -0.02298796813415872 1.4852755653858185 -0.45153305634208346 0.30712420041099636 1.0314367298126221 -0.42314645915195864 -0.13830007836222649 0.75735270690917977 0.60999565920522136 -0.50412193797883531 0.83423091121341875 0.4402927100658417 -0.0024664937264648663 0.28708916331680728 -0.90140429234504693 -1.0327213034629821 -0.52964407706260686 -0.36420382193156647 -0.63936273445954195
leaf_weight=10295 233 33 26 23 25 27 93 22 36 422 3394 24 23 1124 25 29 32 25 93 21 23 20 87239 71 20 20 20 28 37
leaf_count=10295 233 33 26 23 25 27 93 22 36 422 3394 24 23 1124 25 29 32 25 93 21 23 20 87239 71 20 20 20 28 37
internal_value=0 0.257464 0.111269 0.239143 -0.73162 0.162932 -0.00373032 -0.305882 -0.00303005 -0.00327798 0.0552106 -0.00480412 0.18412 0.21051 -0.0152779 -0.00629273 -0.185781 -0.00592872 0.105955 0.404763 0.268395 -0.128675 -0.00612437 -0.00609801 -0.340934 -0.721853 -0.261435 -0.217103 -0.544359
internal_weight=0 572 539 468 71 445 102931 238 102693 102657 5032 3443 1589 1546 3419 97625 216 97559 418 114 55 46 97534 304 161 43 141 121 66
internal_count=103503 572 539 468 71 445 102931 238 102693 102657 5032 3443 1589 1546 3419 97625 216 97559 418 114 55 46 97534 304 161 43 141 121 66
cat_boundaries=0 6 7 13
cat_threshold=9469956 16386 276889640 0 0 4096 2688 671121472 134552712 570688524 3291512865 67371024 160
is_linear=0
shrinkage=0.01


Tree=328
num_leaves=43
num_cat=6
split_feature=7 17 24 0 2 2 4 2 25 0 1 1 0 10 13 9 12 10 10 26 0 9 2 0 25 24 9 10 6 0 25 4 11 24 26 1 8 6 8 8 2 7
split_gain=380353 1.63724e+06 536464 396778 269053 227119 404635 248128 744346 595488 992327 643144 347103 264689 157093 213677 206876 527702 261772 156304 231590 146279 125235 122755 260214 233021 416527 143454 162173 142401 121647 120878 109891 107942 181203 69360.9 59017.4 60053.6 49643.9 30942.4 32220.8 9483.89
threshold=361.43000000000006 423.27250000000009 0 594.30750000000012 190.99500000000003 658.86750000000018 343.82250000000005 364.96250000000003 1 10.847970000000002 30.078000000000007 335.00670000000008 212.52070000000001 89.736750000000015 237.51325000000003 166.71600000000004 9.3890000000000011 45.475000000000009 86.604000000000028 2022.5000000000002 156.75900000000004 22.156000000000006 883.10000000000014 52.192250000000008 2 3 285.81500000000005 556.40500000000009 1424.6500000000003 883.10000000000014 4 22.184000000000005 86.215192500000015 5 2022.5000000000002 205.14500000000004 85.676200000000009 20.688000000000006 74.439000000000021 8.0632500000000018 883.10000000000014 483.06600000000009
decision_type=2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2
left_child=5 2 4 14 21 7 19 23 9 31 -11 -12 13 38 16 -16 18 -18 -4 20 22 41 -7 27 33 29 -27 28 30 -26 -1 -9 39 34 -25 -35 37 -29 -10 40 -21 -2
right_child=1 -3 3 -5 -6 6 -8 8 12 10 11 -13 -14 -15 15 -17 17 -19 -20 32 -22 -23 -24 24 25 26 -28 36 -30 -31 -32 -33 -34 35 -36 -37 -38 -39 -40 -41 -42 -43
leaf_value=-0.065524130267720554 -0.16590117045811245 2.5699337202927159 0.04271861305423811 1.4234459803844319 -1.4754788502402929 0.36185607712844325 -1.4666297089612041 0.52726948199064838 -0.087277724503175072 3.2758171844482424 -0.66447274971008297 1.6214731326699257 -1.0020539005363689 1.1234165127169002 -1.1132261338233949 0.34854281091690065 1.9114204479217529 -0.087444594587598526 0.79232243305758432 -0.17817750072479249 1.0066441448875094 -0.9020622314453125 -0.4884905384862146 0.48932848886001945 -0.0030229236330473201 0.12809740558470406 0.94646786078810696 -0.34559071433159616 0.78373536109924313 -0.72418066365378242 -0.0040378484673956588 -0.52209433510189973 0.2516470823287964 -0.088201877893215985 -0.15433284025513724 -0.39685121450668726 -0.79183358233907952 0.24647637480781193 0.37953987699288588 -0.90368229684375578 -0.62593271727032129 0.096531916260719303
leaf_weight=3322 21 29 255 29 23 29 27 23 184 22 20 32 34 22 20 20 25 28 57 25 23 25 43 86 1239 2203 64 93 26 28 93948 21 20 1094 89 78 23 21 26 21 45 40
leaf_count=3322 21 29 255 29 23 29 27 23 184 22 20 32 34 22 20 20 25 28 57 25 23 25 43 86 1239 2203 64 93 26 28 93948 21 20 1094 89 78 23 21 26 21 45 40
internal_value=0 0.25489 0.13125 0.28689 -0.471514 -0.00369281 -0.31555 -0.00298527 0.250737 0.873663 1.49548 0.742263 -0.0563251 0.0798453 0.21259 -0.382342 0.277788 0.855416 0.179665 -0.164681 0.133069 -0.25784 -0.14599 -0.00393753 0.0450009 0.0899408 0.150537 -0.00638914 -0.00593383 -0.0188116 -0.0061449 0.0264368 -0.419512 -0.0730292 0.153225 -0.107823 -0.329753 -0.236526 -0.0294813 -0.567019 -0.46602 0.0061861
internal_weight=0 572 543 434 109 102931 233 102698 384 118 74 52 266 232 405 40 365 53 312 206 95 86 72 102314 4881 3534 2267 97433 97296 1267 97270 44 111 1347 175 1172 137 114 210 91 70 61
internal_count=103503 572 543 434 109 102931 233 102698 384 118 74 52 266 232 405 40 365 53 312 206 95 86 72 102314 4881 3534 2267 97433 97296 1267 97270 44 111 1347 175 1172 137 114 210 91 70 61
cat_boundaries=0 1 4 10 11 17 18
cat_threshold=138 32768 0 512 67126280 2952921777 524610 102867010 268435729 8192 905 32768 128 0 67141664 262160 32 258
is_linear=0
shrinkage=0.01


Tree=329
num_leaves=35
num_cat=2
split_feature=0 2 1 1 1 2 5 10 12 25 6 3 5 10 5 4 24 4 2 3 0 1 6 6 2 0 26 6 11 4 26 10 6 10
split_gain=294382 1.65242e+06 2.02897e+06 236582 344950 210247 155534 678402 370262 348482 359394 355557 301737 163226 154648 244496 154290 272500 165748 153526 143801 109364 100846 117275 500708 102306 59762 54778.3 48191.1 43482.4 20817.8 20134.3 5073.94 378.116
threshold=594.30750000000012 542.8678000000001 297.63750000000005 413.70875000000007 198.54500000000004 42.530000000000008 64.594250000000002 901.21050000000014 522.5150000000001 0 877.0150000000001 514.39811750000013 522.5150000000001 556.40500000000009 522.5150000000001 521.79500000000019 1 152.04240000000001 4.5710000000000006 174.76450000000003 748.92250000000013 1439.8675000000001 1054.5000000000002 165.29860000000002 284.91500000000008 52.192250000000008 2022.5000000000002 35.941235000000006 91.254000000000019 147.65000000000003 2022.5000000000002 796.68750000000011 1424.6500000000003 1098.7459000000001
decision_type=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 2 2 2 2
left_child=6 3 -3 4 16 -5 13 8 9 10 11 -8 29 21 15 -11 20 18 -18 -16 26 22 23 25 -25 -1 -2 28 31 -10 -22 -15 -24 -33
right_child=1 2 -4 5 -6 -7 7 -9 12 14 -12 -13 -14 27 19 -17 17 -19 -20 -21 30 -23 32 24 -26 -27 -28 -29 -30 -31 -32 33 -34 -35
leaf_value=-0.007759750713282749 -0.13290830109430396 4.4522373809814448 0.09718514898548955 0.039607800960540777 1.2337599526918852 -1.4103829443454743 0.11139226861560321 1.6716041909731352 0.14509980845451356 -0.039855848100503931 1.3652382119496664 0.91967883527278904 -1.622048104742299 -0.14316012333179343 -0.23714259349908987 1.0747191052436829 0.25955836057662962 1.2326307773590088 -0.69854451718537702 -1.1823800745010378 -0.67009991798645419 -0.50348287409002135 -0.35157639842766986 0.044910565510623474 0.9670196294027662 0.044028696187224776 0.61451707983016968 -0.68890044506858372 0.10495843056709536 -0.51431193280220033 -0.33897524859454181 -0.44110130933614877 -0.55110303192138677 -0.49361928939819338
leaf_weight=94462 23 20 23 20 26 20 1932 26 20 1235 24 56 23 29 122 20 84 24 23 20 39 44 26 902 63 3975 20 34 31 20 37 26 25 29
leaf_count=94462 23 20 23 20 26 20 1932 26 20 1235 24 56 23 29 122 20 84 24 23 20 39 44 26 902 63 3975 20 34 31 20 37 26 25 29
internal_value=0 0.283619 2.12279 0.033352 0.137517 -0.685388 -0.00323616 0.0623046 0.0502534 0.0642919 0.14811 0.134161 -0.709386 -0.00553692 -0.0570765 -0.0220937 0.0235079 0.250493 0.053611 -0.370275 -0.228237 -0.00504164 -0.00482112 -0.00459303 0.10511 -0.00566847 0.214731 -0.336269 -0.232013 -0.184606 -0.508894 -0.356372 -0.449384 -0.468793
internal_weight=0 359 43 316 276 40 103144 3498 3472 3409 2012 1988 63 99646 1397 1255 250 131 107 142 119 99497 99453 99402 965 98437 43 149 115 40 76 84 51 55
internal_count=103503 359 43 316 276 40 103144 3498 3472 3409 2012 1988 63 99646 1397 1255 250 131 107 142 119 99497 99453 99402 965 98437 43 149 115 40 76 84 51 55
cat_boundaries=0 6 7
cat_threshold=377984 131108 10519136 98368 268443717 12544 1372
is_linear=0
shrinkage=0.01


Tree=330
num_leaves=19
num_cat=1
split_feature=22 22 16 25 16 14 14 0 4 3 11 0 1 2 1 4 1 26
split_gain=372450 551554 290726 238651 233506 331896 323818 200858 157575 87701.6 167021 220103 218320 149485 134005 117165 51290.7 39201.4
threshold=521.77697000000012 674.74319250000019 1107.6734000000001 0 522.5150000000001 678.01075000000003 27.995000000000001 438.42500000000007 449.81750000000005 25.500607500000005 675.38900000000001 883.10000000000014 884.13250000000005 749.57248000000016 1439.8675000000001 1468.3681000000001 54.470000000000006 2022.5000000000002
decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -8 13 11 12 -11 14 15 -5 17 -15
right_child=1 -3 -4 9 -6 -7 8 -9 -10 10 -12 -13 -14 16 -16 -17 -18 -19
leaf_value=0.071284173851745888 2.0402337897907605 -0.1989913337880915 0.89887705802917484 -0.0059566333849801686 -0.71748415683445177 1.1009090546638736 -0.16631799636142597 0.39929377832363566 -0.96036308072231436 0.028963245566362601 -0.85680846285252343 1.0349650127237493 0.96542340698242191 0.034573197174072264 0.74153887430826826 0.75951891613006595 -0.84606672491346091 -0.46130938771096142
leaf_weight=4953 22 22 36 91503 38 31 336 194 27 5939 21 22 25 25 24 20 21 44
leaf_count=4953 22 22 36 91503 38 31 336 194 27 5939 21 22 25 25 24 20 21 44
internal_value=0 0.920621 0.000383556 7.01975e-05 0.0636222 0.0690939 0.0632887 0.0836475 -0.225379 -0.00356707 0.0334484 0.0365716 0.0328887 -0.0059939 -0.00559344 -0.00578936 -0.413341 -0.281642
internal_weight=0 44 103259 103223 5579 5541 5510 5147 363 97644 6007 5986 5964 91637 91547 91523 90 69
internal_count=103303 44 103259 103223 5579 5541 5510 5147 363 97644 6007 5986 5964 91637 91547 91523 90 69
cat_boundaries=0 6
cat_threshold=32768 16384 4096 170012968 67633184 32
is_linear=0
shrinkage=0.01


Tree=331
num_leaves=20
num_cat=2
split_feature=22 22 16 25 16 14 14 24 2 0 4 3 1 3 2 4 1 1 26
split_gain=365038 540578 284941 233902 228860 325291 317374 234468 155818 86568 365020 273069 122889 492386 253901 140770 92534.5 36857.4 17501.8
threshold=521.77697000000012 674.74319250000019 1107.6734000000001 0 522.5150000000001 678.01075000000003 27.995000000000001 1 242.38250000000002 658.11750000000018 257.54600000000011 190.99500000000003 884.13250000000005 161.04250000000002 1070.9310000000003 1468.3681000000001 1070.9310000000003 13.903 2022.5000000000002
decision_type=2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -8 12 11 17 14 16 15 -5 -14 -11 -16
right_child=1 -3 -4 9 -6 -7 8 -9 -10 10 -12 -13 13 -15 18 -17 -18 -19 -20
leaf_value=0.16371161721523375 2.019831451069225 -0.19700143467296255 0.88988835546705458 -0.0032880440095150129 -0.71030932627226184 1.0898999626405779 -0.13185190908610822 0.026295194031149834 -0.69341598789570702 -0.12497626318789945 -1.4625182542346773 1.032872112751007 -0.5541093202070756 1.7506277580261229 -0.87827313997528778 0.74719463539123543 0.20406959454218548 -0.50992004408980862 -0.52385656344263176
leaf_weight=2103 22 22 36 97282 38 31 304 3044 59 101 21 20 22 20 22 25 60 33 38
leaf_count=2103 22 22 36 97282 38 31 304 3044 59 101 21 20 22 20 22 25 60 33 38
internal_value=0 0.911415 0.00037972 6.94954e-05 0.062986 0.0684029 0.0626558 0.082811 -0.223125 -0.0035314 -0.225745 -0.0570943 -0.00313279 0.343788 -0.00349622 -0.00309523 0.000655739 -0.219776 -0.653809
internal_weight=0 44 103259 103223 5579 5541 5510 5147 363 97644 175 154 97469 102 97367 97307 82 134 60
internal_count=103303 44 103259 103223 5579 5541 5510 5147 363 97644 175 154 97469 102 97367 97307 82 134 60
cat_boundaries=0 6 7
cat_threshold=32768 16384 4096 170012968 67633184 32 1624
is_linear=0
shrinkage=0.01


Tree=332
num_leaves=17
num_cat=0
split_feature=22 22 16 3 12 0 10 16 2 9 12 2 0 10 0 2
split_gain=357774 529821 279270 160980 358522 248211 317261 283402 241635 242785 122576 120223 284001 163924 31199.6 70381.6
threshold=521.77697000000012 674.74319250000019 1107.6734000000001 76.987500000000011 890.55300000000011 1077.3535000000002 901.21050000000014 461.07500000000005 658.86750000000018 172.78900000000002 1078.0535000000002 472.9221300000001 166.61000000000004 1449.0631000000001 131.25500000000002 883.10000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 6 7 -5 10 14 11 13 -13 -1 15 -10
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.002048000716570561 1.9996331501007081 -0.19503140926361084 0.88098948054843473 0.068527645051087799 -1.1260393538475038 0.99707935333251951 1.2136839882532757 -0.90775915813446051 -0.017511382617202462 -1.3604986225474966 0.52607465039600021 0.081769982390447499 1.2833889238039651 -0.8119014663696289 0.087985655212402356 -0.50592536153112144
leaf_weight=99396 22 22 36 3349 25 29 24 30 51 22 44 109 24 25 25 70
leaf_count=99396 22 22 36 3349 25 29 24 30 51 22 44 109 24 25 25 70
internal_value=0 0.902301 0.000376107 6.89845e-05 0.0671562 0.0758479 0.0679973 0.0598598 -0.00225566 -0.381186 -0.00161649 -0.00184971 0.298603 -0.00225164 -0.233618 -0.300065
internal_weight=0 44 103259 103223 3457 3432 3403 3379 99766 168 99598 99554 133 99421 146 121
internal_count=103303 44 103259 103223 3457 3432 3403 3379 99766 168 99598 99554 133 99421 146 121
is_linear=0
shrinkage=0.01


Tree=333
num_leaves=18
num_cat=1
split_feature=22 22 16 16 7 6 14 11 14 24 6 2 5 14 5 5 11
split_gain=350654 519277 273713 131267 137508 390513 365419 251522 123881 81843.1 163486 135099 295912 170261 92841.7 25109.2 5880.87
threshold=521.77697000000012 674.74319250000019 1107.6734000000001 522.5150000000001 138.14056700000003 1054.5000000000002 808.55215250000015 798.75000000000011 209.24760000000001 0 763.68025000000011 31.155100000000008 552.55750000000012 356.84390000000002 263.89280000000008 28.532785500000003 4.5710000000000006
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 6 7 -6 15 10 14 13 -13 -11 -1 16 -5
right_child=1 -3 -4 8 5 -7 -8 -9 -10 11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.020160541635797162 1.9796367705952036 -0.19308109846982088 0.87217954211764859 -0.18222809612751006 0.10463901245451554 -1.206194612668908 1.3860426330566407 -0.85101012513041496 -0.88943759314219151 -0.00073903652475333062 0.65202838924196027 0.047841109033538255 0.89105478317964637 0.32995052855175272 -0.24975516930055083 0.13151151299476624 -0.39057009458541869
leaf_weight=16715 22 22 36 42 1680 23 22 28 30 79644 36 4583 42 156 178 24 20
leaf_count=16715 22 22 36 42 1680 23 22 28 30 79644 36 4583 42 156 178 24 20
internal_value=0 0.893278 0.000372346 6.82948e-05 0.00044654 0.0882577 0.105467 0.0889726 -0.336136 -0.00107222 -0.0211327 0.00295248 0.0554984 -9.25757e-05 -0.0225798 -0.143124 -0.249435
internal_weight=0 44 103259 103223 103107 1753 1730 1708 116 101354 16929 84425 4625 79800 16893 86 62
internal_count=103303 44 103259 103223 103107 1753 1730 1708 116 101354 16929 84425 4625 79800 16893 86 62
cat_boundaries=0 1
cat_threshold=2176
is_linear=0
shrinkage=0.01


Tree=334
num_leaves=18
num_cat=2
split_feature=22 22 16 25 16 14 14 6 4 6 1 1 2 7 25 4 6
split_gain=343676 508944 268266 228070 219399 315695 311270 339511 154277 113235 243684 141238 99318.8 93334.7 312389 87462.8 21033.2
threshold=521.77697000000012 674.74319250000019 1107.6734000000001 0 522.5150000000001 678.01075000000003 27.995000000000001 763.68025000000011 449.81750000000005 665.85000000000014 233.37814 1439.8675000000001 106.56240000000001 60.545700000000004 1 1468.3681000000001 1424.6500000000003
decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=2 -2 3 4 5 6 7 -1 -8 11 12 13 16 15 -15 -5 -11
right_child=1 -3 -4 9 -6 -7 8 -9 -10 10 -12 -13 -14 14 -16 -17 -18
leaf_value=0.074256610635441006 1.9598404286124489 -0.1911502877148715 0.86345778518252903 -0.005052307730849667 -0.69494786751897708 1.0738155709543535 -0.16274182729068259 0.95645168694582849 -0.94843367222282626 -0.16516648950234342 -1.2531644110246138 0.68296023654937743 0.51634780520484558 0.23499323523871726 -0.011456092280014138 0.61168517942013956 -0.52171091306777229
leaf_weight=5103 22 22 36 94867 38 31 336 44 27 78 22 30 21 698 1884 23 21
leaf_count=5103 22 22 36 94867 38 31 336 44 27 78 22 30 21 698 1884 23 21
internal_value=0 0.884345 0.000368622 6.76118e-05 0.0621948 0.0674995 0.0618378 0.0817982 -0.221182 -0.00348811 -0.285671 -0.0030775 -0.108297 -0.00328865 0.0560331 -0.00490282 -0.240797
internal_weight=0 44 103259 103223 5579 5541 5510 5147 363 97644 142 97502 120 97472 2582 94890 99
internal_count=103303 44 103259 103223 5579 5541 5510 5147 363 97644 142 97502 120 97472 2582 94890 99
cat_boundaries=0 6 12
cat_threshold=32768 16384 4096 170012968 67633184 32 35914760 33685504 10485770 0 268443653 4096
is_linear=0
shrinkage=0.01


Tree=335
num_leaves=29
num_cat=2
split_feature=22 2 2 4 7 25 4 5 24 2 2 2 2 3 10 14 2 11 12 3 8 10 7 5 22 2 2 11
split_gain=256265 833330 309963 547736 431321 178209 290731 281221 258960 439972 2.70246e+06 356831 307088 258255 691949 129726 137187 118778 135230 111603 98919.3 98915.7 97824.4 72255.5 67377.3 21296.8 42693.3 8227.46
threshold=343.16750000000008 12.359700000000002 883.10000000000014 343.82250000000005 119.8135 0 767.98765000000014 287.60700000000003 1 54.609000000000002 58.710000000000001 472.9221300000001 52.029000000000003 472.9221300000001 245.27500000000003 16.687305500000004 190.99500000000003 675.38900000000001 1078.0535000000002 143.79350000000002 401.69424000000004 901.21050000000014 31.919999999999998 25.652750000000008 524.87500000000011 1070.9310000000003 1439.8675000000001 912.00000000000011
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 2
left_child=2 24 5 4 25 6 8 19 11 12 -11 20 -10 17 15 16 -15 18 21 -8 -1 -7 27 -13 -2 -4 -27 -19
right_child=1 -3 3 -5 -6 13 7 -9 9 10 -12 23 -14 14 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=-0.020318146652548569 0.34822400613264604 2.3297982442378999 -0.20921566570506375 -1.6871500646656958 1.1839704558849335 -0.0062394806208780915 -0.59246588209401008 0.44190366159785877 0.047180596943311136 3.6628726886666341 0.18862430950076556 -0.54806309078050697 -1.0211035339920609 -0.10096432564013144 1.8082747209923609 0.85799812680199039 0.71908914963404347 -0.31302310228347779 0.74428172687689464 -1.4872439727783202 -0.47345699466004659 -0.50996409098307294 -0.98583367200124827 -1.3593758692060198 -0.3803715105056763 -0.74431174548048717 -0.26023380599703105 -0.060704175829887394
leaf_weight=2860 22 20 34 29 20 91239 46 22 7938 23 843 23 27 136 28 21 24 24 24 20 49 39 21 21 30 38 35 28
leaf_count=2860 22 20 34 29 20 91239 46 22 7938 23 843 23 27 136 28 21 24 24 24 20 49 39 21 21 30 38 35 28
internal_value=0 0.59508 -0.00172116 -0.447137 -0.163984 -0.00104953 0.035387 -0.537232 0.0396932 0.0667578 0.280896 -0.0413303 0.0435593 -0.00577601 0.345343 0.119033 0.0220437 -0.00657975 -0.00625736 -0.863611 -0.0279509 -0.00645471 -0.409791 -0.935281 -0.0721196 -0.415938 -0.51222 -0.177159
internal_weight=0 72 103612 156 127 103456 11872 88 11784 8831 866 2953 7965 91584 209 181 160 91375 91302 66 2909 91278 73 44 52 107 73 52
internal_count=103684 72 103612 156 127 103456 11872 88 11784 8831 866 2953 7965 91584 209 181 160 91375 91302 66 2909 91278 73 44 52 107 73 52
cat_boundaries=0 6 7
cat_threshold=1073791232 537018368 4170 236101674 1610620944 1056 2180
is_linear=0
shrinkage=0.01


Tree=336
num_leaves=30
num_cat=2
split_feature=22 2 2 7 25 3 24 1 8 15 0 3 10 1 1 2 11 12 14 10 7 8 7 22 3 1 2 11 2
split_gain=251166 816747 303794 274366 174663 256242 261752 441874 294252 283727 278973 253115 678179 241434 368567 204747 116414 132539 110496 96947.3 95877.7 88981.4 85702.1 66036.5 45155.2 21958.1 31247.7 8063.73 6869.87
threshold=343.16750000000008 12.359700000000002 883.10000000000014 303.79500000000007 0 670.0675 1 210.63000000000002 91.13000000000001 483.93425000000008 384.83520000000004 472.9221300000001 245.27500000000003 273.76200000000006 5.8595000000000006 54.609000000000002 675.38900000000001 1078.0535000000002 38.038500000000006 901.21050000000014 31.919999999999998 26.782750000000004 4.4150000000000009 524.87500000000011 1077.3535000000002 352.68673250000012 1070.9310000000003 912.00000000000011 1439.8675000000001
decision_type=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 2 2 2 2
left_child=2 23 4 21 5 6 9 15 -9 10 -1 16 13 14 -13 -8 17 19 22 -6 27 25 24 -2 -7 26 -4 -18 -28
right_child=1 -3 3 -5 11 18 7 8 -10 -11 -12 12 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30
leaf_value=-0.0085003698476543588 0.34474178227511315 2.3065002341754735 -0.23510025699933368 0.6509317493438721 -0.0061770857367280498 -0.23945868747990307 0.044975728254227319 0.58726922954045813 -0.2004523704791891 0.98747204746518824 -0.44515595618462722 0.010687794041249058 1.7901919322354454 -0.81628100872039799 1.1998472962234958 0.24690845202355491 -0.30989287614822386 0.73683887581030538 -1.0705980066819625 -0.50486445500300481 -0.97597534276190256 -1.1174273347854615 0.24719092742256496 -0.37656779670715329 -0.74999976905186971 -0.17677352237701416 -0.75855910445704611 -0.060097144416400364 -0.55292312651872633
leaf_weight=4714 22 20 24 20 91239 41 5997 260 58 28 151 124 28 24 33 548 24 24 22 39 21 27 23 30 30 20 33 28 32
leaf_count=4714 22 20 24 20 91239 41 5997 260 58 28 151 124 28 24 33 548 24 24 22 39 21 27 23 30 30 20 33 28 32
internal_value=0 0.589129 -0.00170395 -0.442665 -0.00103903 0.0350331 0.0396775 0.0794542 0.443597 -0.0162431 -0.0220533 -0.00571825 0.341889 0.117843 0.260639 0.0618832 -0.00651395 -0.00619479 -0.432634 -0.00639016 -0.405694 -0.603488 -0.283323 -0.0713984 -0.45518 -0.476182 -0.543465 -0.175387 -0.657323
internal_weight=0 72 103612 156 103456 11872 11756 6863 318 4893 4865 91584 209 181 157 6545 91375 91302 116 91278 73 136 94 52 71 109 89 52 65
internal_count=103684 72 103612 156 103456 11872 11756 6863 318 4893 4865 91584 209 181 157 6545 91375 91302 116 91278 73 136 94 52 71 109 89 52 65
cat_boundaries=0 6 7
cat_threshold=1073791232 537018368 4170 236101674 1610620944 1056 2756
is_linear=0
shrinkage=0.01


Tree=337
num_leaves=30
num_cat=2
split_feature=22 16 2 4 7 25 4 24 2 2 2 2 3 10 1 1 1 1 11 12 22 10 26 7 1 11 2 2 11
split_gain=246167 802076 297749 538761 420601 171254 284175 255942 414319 2.38227e+06 348008 301103 254237 660482 239206 357006 128651 116863 114085 129909 97105.7 95009.5 94894.4 93969.8 50587.8 45555.7 33243.6 11957 7903.26
threshold=343.16750000000008 36.750750000000004 883.10000000000014 343.82250000000005 119.8135 0 767.98765000000014 1 54.609000000000002 58.710000000000001 472.9221300000001 52.029000000000003 472.9221300000001 245.27500000000003 273.76200000000006 5.8595000000000006 15.581850000000001 383.83325000000008 675.38900000000001 1078.0535000000002 524.87500000000011 901.21050000000014 2022.5000000000002 31.919999999999998 297.63750000000005 58.577500000000008 1070.9310000000003 1439.8675000000001 912.00000000000011
decision_type=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 2 2 2
left_child=2 20 5 4 24 6 7 10 11 -10 17 -9 18 14 15 -14 -12 -1 19 21 -2 -7 -8 28 26 -24 -4 -28 -20
right_child=1 -3 3 -5 -6 12 22 8 9 -11 16 -13 13 -15 -16 -17 -18 -19 23 -21 -22 -23 25 -25 -26 -27 27 -29 -30
leaf_value=-0.017918024847833915 0.38741256019343506 2.228052273704892 -0.21105692056509162 -1.6680504141182735 1.1736833391189574 -0.0061373396825093879 -0.12745320851462227 0.046822115302361703 3.3800517503420515 0.18494236009118112 -0.43078021844228109 -1.0109912993289807 0.01648855175913834 1.7722900371892112 -0.80811821937561035 1.1878488315235485 -1.5167370281219483 -0.41026051044464112 -0.30679393808046979 0.7294704854488373 -0.48951674495424541 -0.49981580783159302 -1.0453836773287866 -0.96621559043725325 0.047279410839080813 -0.45038345727053553 -0.77581990688077873 -0.49577035919825235 -0.059496168196201328
leaf_weight=2845 23 21 26 29 20 91181 35 7982 24 843 24 27 123 28 24 33 20 78 24 24 28 39 31 21 20 22 31 30 28
leaf_count=2845 23 21 26 29 20 91181 35 7982 24 843 24 27 123 28 24 33 20 78 24 24 28 39 31 21 20 22 31 30 28
internal_value=0 0.583238 -0.00168691 -0.438239 -0.157415 -0.00102864 0.0345899 0.0388258 0.0656612 0.273388 -0.0415353 0.043256 -0.00567496 0.34354 0.12129 0.264276 -0.924397 -0.0283876 -0.00647102 -0.00615486 -0.0940388 -0.00634841 -0.531548 -0.401637 -0.406219 -0.798402 -0.510471 -0.638091 -0.173634
internal_weight=0 72 103612 156 127 103456 11931 11843 8876 867 2967 8009 91525 208 180 156 44 2923 91317 91244 51 91220 88 73 107 53 87 61 52
internal_count=103684 72 103612 156 127 103456 11931 11843 8876 867 2967 8009 91525 208 180 156 44 2923 91317 91244 51 91220 88 73 107 53 87 61 52
cat_boundaries=0 6 7
cat_threshold=1073791232 537018368 4170 236101930 1610620944 1056 2180
is_linear=0
shrinkage=0.01


Tree=338
num_leaves=26
num_cat=1
split_feature=22 2 2 4 1 3 17 15 13 14 24 1 9 2 5 3 2 4 1 22 1 10 17 17 2
split_gain=241269 794057 291824 528040 274355 177043 147104 895404 154936 140983 120387 267574 389435 218019 242138 181469 116119 85589.7 82653.8 63204.5 57778.8 23416.1 22872.6 13682.6 358.08
threshold=343.16750000000008 12.359700000000002 883.10000000000014 343.82250000000005 469.21250000000003 52.207712000000008 527.79000000000008 238.80500000000004 564.6037500000001 257.16300000000007 0 210.63000000000002 367.7580000000001 352.68673250000012 326.45950000000005 76.987500000000011 10.852000000000002 246.73750000000004 542.71780000000012 524.87500000000011 54.470000000000006 44.664500000000011 686.30475000000013 922.56788200000017 1439.8675000000001
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
left_child=2 19 6 4 5 20 8 16 10 17 13 15 -13 18 -15 -12 22 21 -1 -2 24 -10 -8 -24 -4
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=-0.02073948622870472 0.33323697046800094 2.2707530702352523 -0.43706483381550487 -1.6513698554861134 0.9192162780761719 0.44276343930851336 -0.16775485436121623 2.0319773757934572 -0.21276772161548058 -0.97174218120398348 -0.00073132606265787934 0.11241731649349512 0.94639967275878134 -0.22816014259233389 -1.337687935034434 0.085170680521390388 -0.77486814379692082 0.423915988445282 -0.42791543998718262 -0.37243623145421345 -1.0337490823268891 -0.57070525457029764 0.38671706324038296 0.0518815966294362 -0.38842981894810996
leaf_weight=17055 22 20 41 29 20 22 24 25 89 27 82249 1098 59 109 24 2535 20 20 50 30 20 23 23 26 24
leaf_count=17055 22 20 41 29 20 22 24 25 89 27 82249 1098 59 109 24 2535 20 20 50 30 20 23 23 26 24
internal_value=0 0.577405 -0.00167004 -0.433856 -0.155841 -0.356787 -0.00101836 0.351859 -0.0014213 -0.313341 -0.000940628 0.0038979 0.154945 -0.0250511 -0.428376 0.0018371 -0.0997856 -0.178668 -0.0219297 -0.0738822 -0.563729 -0.286273 0.0851685 0.209049 -0.419107
internal_weight=0 72 103612 156 127 107 103456 118 103338 159 103179 85941 1157 17238 133 84784 93 132 17105 52 85 112 73 49 65
internal_count=103684 72 103612 156 127 107 103456 118 103338 159 103179 85941 1157 17238 133 84784 93 132 17105 52 85 112 73 49 65
cat_boundaries=0 1
cat_threshold=2176
is_linear=0
shrinkage=0.01


Tree=339
num_leaves=23
num_cat=1
split_feature=22 2 2 4 7 17 15 13 14 18 24 1 2 2 4 22 0 0 1 17 17 2
split_gain=236468 778255 286016 517532 410104 144177 877585 151853 138178 119426 119268 258574 213378 113808 83886.5 61946.7 50070.9 31877.2 27079.7 22417.4 13410.3 2548.72
threshold=343.16750000000008 12.359700000000002 883.10000000000014 343.82250000000005 119.8135 527.79000000000008 238.80500000000004 564.6037500000001 257.16300000000007 1129.6950200000003 0 210.63000000000002 352.68673250000012 10.852000000000002 246.73750000000004 524.87500000000011 109.23040000000002 31.084190000000003 54.470000000000006 686.30475000000013 922.56788200000017 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 5 4 16 7 13 9 14 10 12 -12 -1 19 17 -2 18 -9 21 -7 -21 -4
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.021994083449040806 0.3299046009237116 2.2480455396175385 -0.45336658932441887 -1.634856173416664 1.1600997612476349 -0.1660773054758708 2.0116575862884525 -0.20475028730928899 -0.96202476744298582 0.77173733901977548 0.0017116263187308472 0.15241577075532861 -0.42409192056584183 -0.7671194844245911 0.4196768183708191 -0.36871186717351279 0.051213459014892583 -0.64524480152130126 -0.82659265351295474 0.38284989274066428 0.051362782304103557 -0.32473186751206717
leaf_weight=17100 22 20 43 29 20 24 25 92 27 20 84772 1154 133 20 20 30 20 20 20 23 26 24
leaf_count=17100 22 20 43 29 20 24 25 92 27 20 84772 1154 133 20 20 30 20 20 20 23 26 24
internal_value=0 0.571631 -0.00165334 -0.429518 -0.154283 -0.00100817 0.34834 -0.00140709 -0.310208 -0.000931222 -0.00108102 0.00373517 -0.0250828 -0.0987878 -0.176882 -0.0731434 -0.399962 -0.28341 -0.50368 0.0843168 0.206959 -0.407288
internal_weight=0 72 103612 156 127 103456 118 103338 159 103179 103159 85926 17233 93 132 52 107 112 87 73 49 67
internal_count=103684 72 103612 156 127 103456 118 103338 159 103179 103159 85926 17233 93 132 52 107 112 87 73 49 67
cat_boundaries=0 1
cat_threshold=2176
is_linear=0
shrinkage=0.01


Tree=340
num_leaves=21
num_cat=1
split_feature=22 12 24 2 16 2 8 1 4 0 4 8 8 5 3 16 1 2 5 4
split_gain=254623 173649 136931 344930 429359 730396 367439 336873 264524 690576 304121 222635 187520 172321 1.00277e+06 139867 137955 124220 97658.2 68262.8
threshold=550.81750000000011 1392.9450000000004 0 101.31180000000002 336.36115000000007 315.17050000000006 901.21050000000014 335.00670000000008 393.90000000000003 367.42525000000006 360.15000000000003 117.70800000000001 1117.4100000000001 392.81250000000006 108.75750000000001 299.49825000000004 1070.9310000000003 38.784000000000006 359.92750000000007 891.77550000000008
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 12 6 -6 7 -5 10 11 15 19 13 16 -15 18 -4 -17 -1 -10
right_child=-2 -3 3 4 5 -7 -8 -9 9 -11 -12 -13 -14 14 -16 17 -18 -19 -20 -21
leaf_value=-0.015347582737134888 0.9538150598321643 -0.72520745840939616 0.002509643745556186 0.088483176344355124 -0.1458253163488015 2.4028251275149262 -1.1173732558886211 0.55880667089877356 -0.15345457918303354 -1.8865675686023855 1.1321879395194676 0.76665459508481237 0.66363384535146308 -0.064266184071254312 1.3734571158020727 -0.19488525144259136 -0.49850061295249248 -1.0733323136242954 -0.26241363510582022 -0.7235956583023071
leaf_weight=25409 28 33 75210 1844 23 22 24 166 70 27 23 23 43 223 62 60 55 22 161 30
leaf_count=25409 28 33 75210 1844 23 22 24 166 70 27 23 23 43 223 62 60 55 22 161 30
internal_value=0 7.8633e-05 0.00030989 0.00694251 0.134014 1.10018 0.112639 0.127326 -0.0196337 -0.43836 -0.017195 -0.12046 0.00344863 0.00307288 0.248502 -0.0182255 0.00214353 -0.430566 -0.0169032 -0.324497
internal_weight=0 103530 103497 77672 2079 45 2034 2010 25825 150 25675 123 75593 75550 285 25652 75265 82 25570 100
internal_count=103558 103530 103497 77672 2079 45 2034 2010 25825 150 25675 123 75593 75550 285 25652 75265 82 25570 100
cat_boundaries=0 1
cat_threshold=2184
is_linear=0
shrinkage=0.01


Tree=341
num_leaves=23
num_cat=3
split_feature=11 2 11 2 25 24 4 25 2 2 6 5 1 26 8 3 4 1 4 11 26 1
split_gain=251730 1.00055e+06 272896 243585 178226 265272 451464 364654 321807 1.2962e+06 264059 258992 245460 221560 221023 181340 142924 128811 128608 33954.3 16740 3290.53
threshold=1092.2834 16.299000000000003 798.75000000000011 50.853000000000009 0 1 393.90000000000003 2 1439.8675000000001 1070.9310000000003 255.31490000000005 392.81250000000006 756.19086000000004 2022.5000000000002 1117.4100000000001 133.98500000000004 891.77550000000008 1070.9310000000003 79.530000000000015 1439.8675000000001 2022.5000000000002 1439.8675000000001
decision_type=2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 4 -4 5 6 7 13 9 11 15 -7 -9 -1 16 -8 17 18 -6 -2 -18 -19
right_child=1 -3 3 -5 14 8 10 12 -10 -11 -12 -13 -14 -15 -16 -17 20 21 -20 -21 -22 -23
leaf_value=0.16112028871263778 0.02888831865219843 2.4762482817173002 -0.19844006213033574 -1.5084657951376657 -0.0071041058959120411 0.04726379890558853 -0.64133868190149468 -0.030165830477170041 -1.1805928702581496 2.4300710004308947 -1.3971533901041204 0.38539900660385817 0.71962543097409337 1.0769606598854065 0.85253310521443681 0.37236275463104251 -0.37977363657951357 -0.61221439018249513 0.082126707891188908 -0.54683652260573579 -0.77951216090809217 -0.44241663115365165
leaf_weight=56 21 20 40 22 83771 11678 60 5678 21 23 33 231 44 50 30 25 20 25 1647 20 22 21
leaf_count=56 21 20 40 22 83771 11678 60 5678 21 23 33 231 44 50 30 25 20 25 1647 20 22 21
internal_value=0 0.642539 -4.53703e-05 -0.663288 0.000352184 0.0290384 -0.0255246 -0.0131687 0.0561793 0.0584031 -0.637943 0.0538226 -0.0243577 0.541989 -0.00565334 -0.343191 -0.00595509 -0.00566849 -0.00538359 -0.251953 -0.58916 -0.534698
internal_weight=0 61 103497 62 103435 17899 5946 5828 11953 11932 118 11909 5722 106 85536 85 85506 85464 85418 41 42 46
internal_count=103558 61 103497 62 103435 17899 5946 5828 11953 11932 118 11909 5722 106 85536 85 85506 85464 85418 41 42 46
cat_boundaries=0 6 7 12
cat_threshold=1611694848 4358272 268436152 108208426 1073741872 32 2188 1073741824 0 0 0 32
is_linear=0
shrinkage=0.01


Tree=342
num_leaves=31
num_cat=8
split_feature=22 12 25 24 0 25 10 25 2 5 6 0 8 25 24 8 0 13 5 15 1 5 25 26 0 21 8 24 26 26
split_gain=248502 170503 167165 246658 330108 291141 313804 269066 298814 355926 170116 111805 102318 141337 191116 296750 131864 155813 542213 129415 98998.8 86889.2 78555 72255.4 71323.3 60020.2 80391.4 36916.9 85221.3 3504.71
threshold=550.81750000000011 1392.9450000000004 0 1 658.11750000000018 2 901.21050000000014 3 1070.9310000000003 616.44275000000005 2.1410000000000005 1077.3535000000002 47.201000000000008 4 5 218.21600000000004 273.37500000000006 172.50050000000002 166.07175000000004 248.95175000000003 198.54500000000004 275.17750000000007 6 2022.5000000000002 507.82280000000009 33.436200000000007 551.49600000000009 7 2022.5000000000002 2022.5000000000002
decision_type=2 2 9 1 2 9 2 9 2 2 2 2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2
left_child=1 2 3 7 5 23 -7 27 9 -9 11 -6 16 14 15 -14 17 22 -19 -16 24 -12 -4 -5 -18 26 -15 29 -29 -1
right_child=-2 -3 12 4 10 6 -8 8 -10 -11 21 -13 13 25 19 -17 20 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0075405690289925839 0.94227800846099852 -0.71861251079674926 -0.093258612077159117 0.5323568570112982 -0.5589200679675953 -0.008568816633522219 0.96815493034593991 0.07460387121821957 1.275845125062125 0.8236764112114906 -1.2983451159795127 0.25522876062700822 0.23735251025361723 -0.014551688456881739 0.055925692094568581 1.1749427818116689 -0.25995571304185716 0.096972672431132736 1.6567821971575418 0.83228084044022999 -0.72071891640171859 -0.49108475528967882 -0.0062827779971745155 0.17928235324083175 0.046487260475631585 0.52089701843261726 -0.47175368675589563 -0.48808010264679241 -0.092627759760076353 -0.10761803506125867
leaf_weight=69 28 33 1042 119 37 10227 33 7153 21 64 30 31 172 998 894 42 204 312 24 22 33 24 81363 113 121 20 40 108 110 71
leaf_count=69 28 33 1042 119 37 10227 33 7153 21 64 30 31 172 998 894 42 204 312 24 22 33 24 81363 113 121 20 40 108 110 71
internal_value=0 7.50549e-05 0.000304208 0.0277995 -0.00334894 0.00266157 -0.00542202 0.0712709 0.0845957 0.0812466 -0.520527 -0.187764 -0.00556905 0.0619311 0.139018 0.402555 -0.007347 -0.00651839 0.208388 0.0737665 -0.198854 -0.939563 -0.00739466 0.345493 -0.145865 -0.021512 -0.0321703 -0.193106 -0.275885 -0.0544079
internal_weight=0 103530 103497 18210 10614 10492 10260 7596 7238 7217 122 68 85287 2188 1130 214 83099 82741 336 916 358 54 82405 232 325 1058 1038 358 218 140
internal_count=103558 103530 103497 18210 10614 10492 10260 7596 7238 7217 122 68 85287 2188 1130 214 83099 82741 336 916 358 54 82405 232 325 1058 1038 358 218 140
cat_boundaries=0 6 7 11 16 22 23 28 29
cat_threshold=1611694848 4325504 268436152 108241194 1073741872 32 1075 1073741824 0 0 131072 1073742080 0 0 2228480 32 103088136 33571328 10485760 64 8256 12544 514 0 536887296 4096 0 17039362 48
is_linear=0
shrinkage=0.01


Tree=343
num_leaves=21
num_cat=2
split_feature=22 12 25 2 2 13 10 10 6 3 26 4 4 25 7 0 0 2 0 26
split_gain=243557 167110 160922 308769 1.00911e+06 262910 373940 176326 737681 151370 125192 122035 94384.4 158699 116959 90437.4 78688.7 65440.3 63682.5 48.9124
threshold=550.81750000000011 1392.9450000000004 0 1070.9310000000003 1439.8675000000001 494.43250000000006 307.63250000000005 400.0485000000001 194.48100000000002 888.10000000000014 2022.5000000000002 36.272000000000006 81.524400000000014 1 329.28675000000004 354.51980000000003 297.71250000000003 252.70150000000004 11.157000000000002 2022.5000000000002
decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 11 10 -9 12 -1 -7 16 14 -14 -15 18 -18 -4 -11
right_child=-2 -3 9 4 -6 6 -8 8 -10 19 -12 -13 13 15 -16 -17 17 -19 -20 -21
leaf_value=0.053549989799207082 0.93285528353282388 -0.71142640522032063 -0.0090047225288778406 1.8735343676143223 -0.46283797063325582 -0.3258929920991262 -1.2918133566114636 -0.035018684357404711 1.289831124230435 0.59890072950720785 -0.0028670394914279205 0.49432627659577594 0.19406628143977209 -0.0041637395066622448 -0.44214399019877115 -0.66716686861855645 -0.12256365124696221 -0.67565368709356888 0.021158641905700843 0.62101687192916877
leaf_weight=8046 28 33 77429 36 38 60 36 160 57 20 7695 26 785 1014 30 21 306 23 7695 20
leaf_count=8046 28 33 77429 36 38 60 36 160 57 20 7695 26 785 1014 30 21 306 23 7695 20
internal_value=0 7.42083e-05 0.00030107 0.0292856 0.673776 0.0263378 -0.436118 0.0298733 0.312983 -0.00506235 0.0259705 -0.0779197 -0.00534472 0.0653217 0.168579 -0.0174474 -0.0068746 -0.16123 -0.00627803 0.609959
internal_weight=0 103530 103497 16154 74 16080 122 15958 217 87343 15741 86 87303 1850 815 1035 85453 329 85124 40
internal_count=103558 103530 103497 16154 74 16080 122 15958 217 87343 15741 86 87303 1850 815 1035 85453 329 85124 40
cat_boundaries=0 6 12
cat_threshold=1611694848 4358272 268436120 108241194 1073741872 32 69288064 16388 10485792 0 8196 4096
is_linear=0
shrinkage=0.01


Tree=344
num_leaves=23
num_cat=1
split_feature=11 2 11 2 25 26 2 6 0 6 1 1 9 2 8 2 4 1 7 11 26 1
split_gain=245837 978395 268050 239398 168315 240675 574516 500107 431748 292046 492423 465896 395502 295068 217005 187043 140325 126223 126293 33212.5 16568.2 3208.13
threshold=1092.2834 16.299000000000003 798.75000000000011 50.853000000000009 0 2022.5000000000002 1070.9310000000003 877.0150000000001 63.922000000000004 606.07650000000001 542.71780000000012 169.65250000000003 124.14000000000003 440.02900000000005 1117.4100000000001 20.721250000000001 891.77550000000008 1070.9310000000003 394.58800000000002 1439.8675000000001 2022.5000000000002 1439.8675000000001
decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 4 -4 5 6 7 8 -1 10 13 15 -12 -7 16 -11 17 18 -6 -2 -18 -19
right_child=1 -3 3 -5 14 9 -8 -9 -10 11 12 -13 -14 -15 -16 -17 20 21 -20 -21 -22 -23
leaf_value=0.032110008701883332 0.028188626425606864 2.448265883922577 -0.19654304794967176 -1.4952604573423214 -0.0057511295290827921 -0.0026225580762572354 1.4949521550961904 1.5018835500876109 0.25526207954477076 -0.35445172369480132 0.25100331766059603 -1.4503668610254923 1.4941577077395207 -0.43214595360258606 0.84485779571533204 0.75346119648218146 -0.37536071681976318 -0.6057372692108155 0.27634458018548835 -0.54121204498410225 -0.77304225574840202 -0.43807886850266231
leaf_weight=7960 21 20 40 22 85259 8511 28 24 973 64 83 36 37 163 30 20 20 25 159 20 22 21
leaf_count=7960 21 20 40 22 85259 8511 28 24 973 64 83 36 37 163 30 20 20 25 159 20 22 21
internal_value=0 0.634968 -5.09033e-05 -0.657378 0.000343105 0.0282203 0.0647601 0.0602893 0.0564162 -0.00857888 -0.00189257 -0.498574 0.634309 -0.0106941 -0.00549305 -0.0906629 -0.00579204 -0.00550805 -0.00522603 -0.249568 -0.58367 -0.529198
internal_weight=0 61 103497 62 103435 17899 8985 8957 8933 8914 8794 120 120 8674 85536 84 85506 85464 85418 41 42 46
internal_count=103558 61 103497 62 103435 17899 8985 8957 8933 8914 8794 120 120 8674 85536 84 85506 85464 85418 41 42 46
cat_boundaries=0 6
cat_threshold=1611694848 4358272 268436152 108208426 1073741872 32
is_linear=0
shrinkage=0.01


Tree=345
num_leaves=33
num_cat=5
split_feature=2 12 4 26 2 2 25 25 11 24 2 2 3 24 6 4 14 18 6 6 13 14 12 5 2 8 8 25 9 26 13 13
split_gain=427984 2.21374e+06 941098 489548 385575 307455 212105 205420 409745 450098 1.21827e+06 3.25829e+06 773354 335970 297194 512923 209831 229927 183575 161207 149425 210826 125345 97446.1 299723 91783.2 90623.2 86037.5 11730.3 7734.08 1363.6 438.673
threshold=883.10000000000014 166.70600000000002 266.29450000000003 2022.5000000000002 1439.8675000000001 1070.9310000000003 0 1 8.8704000000000018 2 23.812550000000002 58.710000000000001 365.67550000000006 3 448.18200000000007 169.65250000000003 487.03600000000012 228.67500000000004 243.82689999999999 421.77600000000007 619.25400000000013 172.50050000000002 792.15000000000009 63.095750000000002 542.8678000000001 267.72500000000008 104.02000000000001 4 25.485695000000003 2022.5000000000002 8.3602500000000024 1084.4500000000003
decision_type=2 2 2 2 2 2 9 9 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=6 2 3 4 5 -2 29 8 9 10 12 -12 -8 16 18 -16 17 -10 -11 25 22 28 23 27 -25 -15 30 -9 31 -1 -24 -22
right_child=1 -3 -4 -5 -6 -7 7 20 13 14 11 -13 -14 19 15 -17 -18 -19 -20 -21 21 -23 26 24 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=-0.50294891834259037 0.63421594905853274 3.188068816845234 -1.999372034072876 -0.33884851054711773 -0.14471948623657227 2.3666551757142655 0.087984802092837294 0.019945225258830343 0.1081205206844195 0.029446926204225694 3.812139110718455 0.32750046738334326 2.0366707470303491 -0.50065419416990342 0.088410990578787665 2.0341395978927612 1.0348717771257672 -0.89423370508047262 -0.59218990291867946 -1.3099793427331108 -0.21878569899378597 -1.1822095067977905 -0.23502386450767518 0.044633318311110386 1.0660629210389894 0.014715900421142578 -0.9750813570022584 -0.0067089497876461077 0.083090027429163452 -0.34623637860821144 -0.1354392101764679 -0.16065678334236147
leaf_weight=64 20 26 20 55 21 21 674 14168 191 1557 35 115 21 161 42 20 21 26 49 21 37 25 44 3061 29 44 20 83043 20 62 20 20
leaf_count=64 20 26 20 55 21 21 674 14168 191 1557 35 115 21 161 42 20 21 26 49 21 37 25 44 3061 29 44 20 83043 20 62 20 20
internal_value=0 0.512949 0.00526175 0.347934 0.957177 1.52156 0.000132905 0.000651594 0.0823745 0.133063 0.319485 1.14058 0.146866 -0.190375 0.0364884 0.716065 0.0771502 -0.0119772 0.0104804 -0.45537 -0.00177746 -0.38433 -0.00138893 -0.00106556 0.0542196 -0.390038 -0.387517 -0.00282288 -0.125278 -0.394525 -0.203904 -0.19839
internal_weight=0 163 137 117 62 41 103590 103464 2977 2513 845 150 695 464 1668 62 238 217 1606 226 100487 102 100385 100301 3090 205 84 97211 77 126 64 57
internal_count=103753 163 137 117 62 41 103590 103464 2977 2513 845 150 695 464 1668 62 238 217 1606 226 100487 102 100385 100301 3090 205 84 97211 77 126 64 57
cat_boundaries=0 4 9 10 11 16
cat_threshold=0 0 0 131072 1073774592 0 4096 139460608 262176 1100 1968 617611648 2688991744 268501000 67146018 1946681490
is_linear=0
shrinkage=0.01


Tree=346
num_leaves=24
num_cat=0
split_feature=2 11 4 26 2 2 13 6 4 3 3 1 4 0 7 16 0 14 2 1 26 13 13
split_gain=419467 1.624e+06 571320 473489 335098 321229 154796 223180 260077 197505 182291 131647 678107 172858 544103 117095 119409 111131 109259 114512 75437.3 16259.2 948.683
threshold=883.10000000000014 242.583 326.59750000000003 2022.5000000000002 1439.8675000000001 1070.9310000000003 564.6037500000001 156.27500000000003 156.17100000000002 1449.0631000000001 170.74000000000004 884.13250000000005 277.77250000000009 883.10000000000014 303.79500000000007 522.5150000000001 86.604000000000028 1092.2134000000003 165.38000000000002 1439.8675000000001 2022.5000000000002 1084.4500000000003 796.68750000000011
decision_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 -2 9 8 21 11 -9 13 18 15 20 17 -17 -1 19 -13 -15 22 -8
right_child=1 -3 -4 -5 -6 -7 7 10 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00085095481016497516 0.63234301608541732 2.9704538030209751 -1.3762232793461191 -0.3105391835062592 -0.11232579326629638 2.3429885977790468 -0.17902984711858963 -0.28980628121982921 0.89627463172782562 0.69453971786833391 -1.5923610001518613 -0.087343740113576249 -1.8362237731615703 0.32392372092685184 1.8731023030281069 -0.15918590360217624 -0.95274341775023419 -0.54003599769190735 -0.6474405807256699 0.62717258304357526 -0.14690955373975967 -0.48358813959009511 -0.25664029717711467
leaf_weight=102907 23 23 22 54 20 21 36 22 22 41 21 75 24 74 20 108 23 38 22 32 63 34 28
leaf_count=102907 23 23 22 54 20 21 36 22 22 41 21 75 24 74 20 108 23 38 22 32 63 34 28
internal_value=0 0.507819 0.103244 0.379076 0.96094 1.44879 0.000131589 -0.307793 -0.0862913 0.000616875 -0.925938 0.000341685 -0.292773 0.000776106 0.332338 0.000271088 -0.298513 0.000651298 -0.00561977 0.126343 0.107409 -0.306867 -0.212984
internal_weight=0 163 140 118 64 44 103590 163 120 103427 43 103386 153 103233 157 103076 131 102945 129 107 137 98 64
internal_count=103753 163 140 118 64 44 103590 163 120 103427 43 103386 153 103233 157 103076 131 102945 129 107 137 98 64
is_linear=0
shrinkage=0.01


Tree=347
num_leaves=32
num_cat=4
split_feature=2 12 4 26 2 2 25 25 11 24 2 2 3 24 6 0 4 9 6 6 13 12 6 0 0 3 3 4 26 13 12
split_gain=411120 2.16227e+06 916547 472197 371178 295356 207824 201665 400497 440647 1.19481e+06 3.19315e+06 755903 329907 291476 510897 197253 193867 179570 156850 143909 122481 121299 105271 146901 73115.2 58933.7 19632.2 7603.8 6821.52 2785.9
threshold=883.10000000000014 166.70600000000002 266.29450000000003 2022.5000000000002 1439.8675000000001 1070.9310000000003 0 1 8.8704000000000018 2 23.812550000000002 58.710000000000001 365.67550000000006 3 448.18200000000007 10.847970000000002 277.77250000000009 319.79062500000009 243.82689999999999 421.77600000000007 619.25400000000013 792.15000000000009 189.19640000000001 1438.4900000000002 883.10000000000014 414.53600000000012 16.325500000000002 1.1155000000000002 2022.5000000000002 1084.4500000000003 1078.0535000000002
decision_type=2 2 2 2 2 2 9 9 2 1 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 28 8 9 10 12 -12 -8 16 18 -16 17 -10 -11 25 21 23 27 24 -9 -15 30 29 -1 -22 -23
right_child=1 -3 -4 -5 -6 -7 7 20 13 14 11 -13 -14 19 15 -17 -18 -19 -20 -21 22 26 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=-0.49797841310501101 0.62155036067962655 3.1465774932274453 -1.9773222665786745 -0.33533736775138162 -0.14361703872680665 2.319558850924174 0.087020055679963682 -0.0012090065443699327 0.071120202656535583 0.029175733079034392 3.7740512811797005 0.32442290868966472 2.0135947704315185 -0.45339554746727367 -0.22834860674540203 1.5881159383058547 0.73056305446685887 -0.87062478160858148 -0.58564374558779664 -1.2936836406162806 -0.21539517603422467 -0.29505945832388741 -1.0754529204368592 -0.55740343037773588 0.43574342113036613 0.14498995200447415 -0.85689767599105837 0.056834359779244378 -0.34259133554274035 -0.43359265389649765 -0.16252158740471148
leaf_weight=64 20 26 20 55 21 21 674 100190 174 1557 35 115 21 182 30 32 39 25 49 21 38 35 20 34 77 23 20 21 62 23 29
leaf_count=64 20 26 20 55 21 21 674 100190 174 1557 35 115 21 182 30 32 39 25 49 21 38 35 20 34 77 23 20 21 62 23 29
internal_value=0 0.502741 0.000991129 0.339164 0.937513 1.49126 0.000130273 0.0006437 0.0816161 0.13173 0.316184 1.12934 0.145233 -0.188037 0.0361736 0.709181 0.0770212 -0.0471895 0.0104172 -0.450638 -0.00176305 -0.00138176 -0.377188 -0.0010621 -0.000873449 -0.38626 -0.383073 -0.20688 -0.390524 -0.297666 -0.235003
internal_weight=0 163 137 117 62 41 103590 103464 2977 2513 845 150 695 464 1668 62 238 199 1606 226 100487 100385 102 100301 100267 205 84 82 126 61 64
internal_count=103753 163 137 117 62 41 103590 103464 2977 2513 845 150 695 464 1668 62 238 199 1606 226 100487 100385 102 100301 100267 205 84 82 126 61 64
cat_boundaries=0 4 9 10 11
cat_threshold=0 0 0 131072 1073774592 0 4096 139460608 262176 1100 1968
is_linear=0
shrinkage=0.01


Tree=348
num_leaves=32
num_cat=4
split_feature=2 12 4 26 2 2 25 25 11 24 2 2 26 24 6 0 14 4 1 6 13 14 12 0 0 8 1 9 26 12 13
split_gain=402939 2.11924e+06 898308 462800 363792 289478 203688 197652 392527 431879 1.17104e+06 3.12961e+06 429803 323342 285675 500730 206387 226446 190994 153729 141045 204429 120043 103176 143978 89580.6 88672.4 11703.9 7452.49 828.324 488.255
threshold=883.10000000000014 166.70600000000002 266.29450000000003 2022.5000000000002 1439.8675000000001 1070.9310000000003 0 1 8.8704000000000018 2 23.812550000000002 58.710000000000001 2022.5000000000002 3 448.18200000000007 10.847970000000002 487.03600000000012 289.64010000000007 383.83325000000008 421.77600000000007 619.25400000000013 172.50050000000002 792.15000000000009 1438.4900000000002 883.10000000000014 267.72500000000008 68.699570000000008 25.485695000000003 2022.5000000000002 1078.0535000000002 1084.4500000000003
decision_type=2 2 2 2 2 2 9 9 2 1 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 28 8 9 10 12 -12 -8 16 18 -16 17 -10 -11 25 22 27 23 24 -9 -15 29 30 -1 -24 -22
right_child=1 -3 -4 -5 -6 -7 7 20 13 14 11 -13 -14 19 15 -17 -18 -19 -20 -21 21 -23 26 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=-0.49299863427877427 0.61533487606048587 3.115111714876615 -1.9575490396022799 -0.33198397042534566 -0.14218087605067661 2.2963631355194818 -0.066652243016678603 -0.0011969164370945666 -0.15139380445367978 0.034785554084690515 3.7363109498705183 0.32117866820874419 0.43766137078301659 -0.49167773317846453 -0.22606513341267903 1.5722347688674927 1.026067639305478 0.73729078634696854 -0.47564076761146645 -1.2807468023754303 -0.2128718899391793 -1.1590983766555787 -0.16486868279320852 -0.55182941156275134 0.43138599522702109 0.017471057718450374 -0.96044791603088386 0.089809165105223659 -0.33916542283950313 -0.23713853556534339 -0.15154584336280824
leaf_weight=64 20 26 20 55 21 21 405 100190 183 1529 35 115 290 161 30 32 21 34 77 21 37 25 35 34 77 44 20 20 62 29 20
leaf_count=64 20 26 20 55 21 21 405 100190 183 1529 35 115 290 161 30 32 21 34 77 21 37 25 35 34 77 44 20 20 62 29 20
internal_value=0 0.497714 0.00098121 0.335773 0.928137 1.47635 0.00012897 0.000637263 0.0808 0.130412 0.313022 1.11804 0.143781 -0.186157 0.0358119 0.70209 0.076251 -0.0121529 0.0103131 -0.446132 -0.00174542 -0.373416 -0.00136794 -0.00105148 -0.000864715 -0.382397 -0.379243 -0.118325 -0.386619 -0.197616 -0.191354
internal_weight=0 163 137 117 62 41 103590 103464 2977 2513 845 150 695 464 1668 62 238 217 1606 226 100487 102 100385 100301 100267 205 84 77 126 64 57
internal_count=103753 163 137 117 62 41 103590 103464 2977 2513 845 150 695 464 1668 62 238 217 1606 226 100487 102 100385 100301 100267 205 84 77 126 64 57
cat_boundaries=0 4 9 10 11
cat_threshold=0 0 0 131072 1073774592 0 4096 139460608 262176 1100 1968
is_linear=0
shrinkage=0.01


Tree=349
num_leaves=33
num_cat=4
split_feature=2 12 26 2 2 25 25 11 24 2 2 3 24 6 0 6 6 13 6 12 6 6 0 0 8 8 10 9 2 26 13 13
split_gain=394920 2.07707e+06 527062 352337 527297 199634 193719 384716 423284 1.14773e+06 3.06733e+06 740238 316907 279991 490766 175398 150670 138238 117982 117655 110787 299612 101123 141113 87798 87103 59566.2 12398 9168.59 7304.18 2314.14 1405.48
threshold=883.10000000000014 166.70600000000002 2022.5000000000002 1439.8675000000001 1070.9310000000003 0 1 8.8704000000000018 2 23.812550000000002 58.710000000000001 365.67550000000006 3 448.18200000000007 10.847970000000002 243.82689999999999 421.77600000000007 619.25400000000013 189.19640000000001 792.15000000000009 52.247500000000009 123.18250000000002 1438.4900000000002 883.10000000000014 267.72500000000008 104.02000000000001 220.81250000000003 15.208200000000003 1070.9310000000003 2022.5000000000002 1084.4500000000003 8.3602500000000024
decision_type=2 2 2 2 2 9 9 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
left_child=5 2 3 4 -2 29 7 8 9 11 -11 -7 20 15 -15 -10 24 19 27 22 26 -22 23 -8 -14 31 -9 30 -4 -1 -19 -21
right_child=1 -3 28 -5 -6 6 17 12 13 10 -12 -13 16 14 -16 -17 -18 18 -20 25 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=-0.48806864738464356 0.16060810654251664 3.0839605507483849 -0.81787014424800875 -0.3989952882130941 2.2733994656517393 0.084736264745652323 -0.0011849471898987439 0.012028152442404204 0.028749207044612465 3.6989478266579767 0.31796689087411634 1.9912434673309327 -0.48676096008431097 -0.22380446688334146 1.5565124554932117 -0.57888514864201446 -1.2679393305097308 -0.22624673449993132 -1.0583347973823547 -0.2270325348593972 1.4052188155764627 0.025980426508282861 -0.54631111088921047 0.427072112119043 0.017296350706707347 -0.95148909187316888 -0.49788466998509001 0.014777932152152062 -0.56687668242426803 -0.33577376811735093 -0.35393461704254153 -0.12593013399839401
leaf_weight=64 27 26 22 24 21 674 100190 126 1557 35 115 21 161 30 32 49 21 40 20 44 21 63 34 77 44 20 28 20 43 62 22 20
leaf_count=64 27 26 22 24 21 674 100190 126 1557 35 115 21 161 30 32 49 21 40 20 44 21 63 34 77 44 20 28 20 43 62 22 20
internal_value=0 0.492737 0.000971388 0.590304 1.08495 0.000127681 0.000630891 0.079992 0.129108 0.309892 1.10686 0.142343 -0.184295 0.0354538 0.695069 0.0102099 -0.44167 -0.00172796 -0.369682 -0.00135426 0.0754885 0.37079 -0.00104097 -0.000856067 -0.378573 -0.37545 -0.0806833 -0.201718 -0.651828 -0.382753 -0.271555 -0.195438
internal_weight=0 163 137 72 48 103590 103464 2977 2513 845 150 695 464 1668 62 1606 226 100487 102 100385 238 84 100301 100267 205 84 154 82 65 126 62 64
internal_count=103753 163 137 72 48 103590 103464 2977 2513 845 150 695 464 1668 62 1606 226 100487 102 100385 238 84 100301 100267 205 84 154 82 65 126 62 64
cat_boundaries=0 4 9 10 11
cat_threshold=0 0 0 131072 1073774592 0 4096 139460608 262176 1100 1968
is_linear=0
shrinkage=0.01


Tree=350
num_leaves=31
num_cat=7
split_feature=2 12 4 26 25 26 6 0 4 24 2 2 25 24 24 2 2 1 6 1 13 4 25 10 1 2 14 24 1 1
split_gain=230599 1.91966e+06 432650 336316 200760 401883 980196 522393 475912 391829 1.03731e+06 2.4884e+06 374879 730318 304520 302133 199520 421223 201702 112764 104149 280561 246814 459621 137990 101082 90215 77143.2 36918.9 15045.7
threshold=883.10000000000014 166.70600000000002 165.05000000000004 2022.5000000000002 0 2022.5000000000002 763.68025000000011 1438.4900000000002 1085.2750000000003 1 50.853000000000009 85.961250000000021 2 3 4 658.86750000000018 2.6275000000000004 469.21250000000003 189.19640000000001 1070.9310000000003 108.94300000000001 483.06600000000009 5 255.92650000000003 315.7462000000001 749.57248000000016 920.44288200000017 6 7.8769000000000009 1439.8675000000001
decision_type=2 2 2 2 9 2 2 2 2 1 2 2 9 1 1 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2
left_child=4 2 3 28 5 6 9 8 12 10 14 -12 15 -14 -1 -7 18 -18 -11 20 25 22 23 -22 -24 26 27 -6 -2 -21
right_child=1 -3 -4 -5 19 7 -8 -9 -10 16 11 -13 13 -15 -16 -17 17 -19 -20 29 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.13521463094957617 0.92335012118021653 2.9884075021743777 -1.2683719717502593 -0.37409001545773612 -0.016376116330109734 -0.077676458056353301 2.3279885487556458 1.5153395516222172 1.1661303959470808 0.058180272054129997 4.206560801551456 0.52014500064449709 0.60445688739791514 -0.059478390219202079 0.23176863430943401 -1.2038440266313652 -0.23091161070313565 1.0349192169734409 0.5929100893621575 -0.33771843735660823 0.1957141263522208 1.1479210874557495 -0.025497920791271222 1.722902414316223 -0.83347586241635419 -0.57450547895123882 0.56415378706795827 0.0028297400935388003 0.38748948383331294 -0.69683229589462292
leaf_weight=292 36 24 25 54 31315 3226 20 22 33 2094 21 143 240 492 941 24 430 28 73 28 320 25 539 21 22 31 28 62920 20 20
leaf_count=292 36 24 25 54 31315 3226 20 22 33 2094 21 143 240 492 941 24 430 28 73 28 320 25 539 21 22 31 28 62920 20 20
internal_value=0 0.382403 -0.0808872 0.188996 0.0012808 0.0491102 0.119657 -0.0214022 -0.0298227 0.108676 0.243281 0.992186 -0.0397339 0.163418 0.145642 -0.085729 0.0359763 -0.153525 0.0761938 -0.0027801 -0.00253612 0.102942 0.0739796 0.281508 -0.0561819 -0.00357308 -0.00338532 -0.00355395 0.731971 -0.487349
internal_weight=0 159 135 110 103348 8079 4042 4037 4015 4022 1397 164 3982 732 1233 3250 2625 458 2167 95269 95221 927 902 341 561 94294 94263 94235 56 48
internal_count=103507 159 135 110 103348 8079 4042 4037 4015 4022 1397 164 3982 732 1233 3250 2625 458 2167 95269 95221 927 902 341 561 94294 94263 94235 56 48
cat_boundaries=0 6 7 12 13 14 20 21
cat_threshold=1073774848 32768 4618 38936616 537133088 40 89 32768 0 520 33685512 32 1100 8 2360832 147968 65600 2097152 8396800 8192 2248
is_linear=0
shrinkage=0.01


Tree=351
num_leaves=44
num_cat=13
split_feature=25 22 26 6 4 25 24 24 25 1 0 1 4 25 7 10 24 13 25 10 1 8 1 1 25 0 24 4 12 25 6 23 3 6 7 25 12 26 25 11 12 6 6
split_gain=219887 793542 517225 560663 540040 352267 572133 292987 538871 329687 247766 689540 371685 222781 221291 175947 161226 101763 237809 572988 315519 78697.5 75920.5 71780.5 73313.3 158299 204012 78730.4 73042.4 64824.2 64558.4 59768.5 57969.4 55394.3 47632.4 45837.5 42707 42166.1 39683.6 35846.9 33717.7 17925.5 10237.3
threshold=0 264.7240000000001 2022.5000000000002 763.68025000000011 1085.2750000000003 1 2 3 4 1.2250000000000003 354.51980000000003 884.13250000000005 422.73350000000011 5 126.38750000000002 1.9914090000000004 6 108.94300000000001 7 143.29500000000004 122.82375000000002 901.21050000000014 210.63000000000002 511.45025000000004 8 199.57125000000005 9 891.77550000000008 13.109951000000001 10 173.40750000000003 2.3775000000000004 603.67000000000019 11.217000000000001 3.1373300000000004 11 25.360179500000005 2022.5000000000002 12 83.880500000000026 52.743868000000013 17.249000000000006 10.184000000000003
decision_type=9 2 2 2 2 9 1 1 9 2 2 2 2 9 2 2 1 2 9 2 2 2 2 2 9 2 1 2 2 9 2 2 2 2 2 9 2 2 9 2 2 2 2
left_child=1 2 3 7 5 10 15 8 9 -1 11 -4 -12 16 -15 -7 -9 21 19 20 35 23 30 24 25 32 -27 31 34 -8 33 -26 -2 40 37 41 -35 -25 -10 -37 -20 -19 -6
right_child=17 -3 4 -5 42 6 29 13 38 -11 12 -13 -14 14 -16 -17 -18 18 22 -21 -22 -23 -24 28 27 26 -28 -29 -30 -31 -32 -33 -34 36 -36 39 -38 -39 -40 -41 -42 -43 -44
leaf_value=0.41008841754780678 0.0054929020621124437 1.9024115172676417 -0.070230107671624784 1.6407724444071452 1.2872282161712647 0.6433702923540483 0.12297359147753036 0.32167220693389859 -0.27613009503909519 0.027527115545030369 -0.18179586249318991 1.705184163613753 -1.2522925235504327 -0.035503534915088078 0.39371924965642391 -0.29307447780262341 0.069971461371335614 -0.032112896040363131 -0.068844946962046003 1.4728588676452636 1.0927865785540956 0.39276322727203372 -0.51779160229365029 -0.21886889875729879 -0.010432245896990138 0.56137199710155361 0.053428235557717335 -0.51406383975859615 -0.74376682194796473 -0.11180552436628945 -0.39667306297703797 0.2102305276395102 0.36466021876864962 0.48115014181580656 -0.57177802698952807 0.11962252151966095 0.053297542029736092 0.13517390305878688 -0.046384748867217537 0.56747514134361632 0.16917972656520636 -0.34578531742095947 0.96726983547210699
leaf_weight=953 32176 23 3869 24 20 228 165 413 102 295 132 22 43 1950 128 22 687 106 304 38 33 50 30 75 59922 106 274 31 22 353 38 123 45 43 21 120 51 61 272 21 74 22 20
leaf_count=953 32176 23 3869 24 20 228 165 413 102 295 132 22 43 1950 128 22 687 106 304 38 33 50 30 75 59922 106 274 31 22 353 38 123 45 43 21 120 51 61 272 21 74 22 20
internal_value=0 0.0470946 0.042743 0.11615 -0.029911 -0.0394862 0.155753 0.108527 0.21748 0.317118 -0.0765584 -0.0601918 -0.444832 0.0520708 -0.00902099 0.539388 0.16652 -0.00284635 0.104184 0.306546 0.169942 -0.00386044 -0.0283805 -0.00407401 -0.00368761 0.00838497 0.211297 -0.0102386 -0.204133 -0.036108 -0.000148058 -0.00998023 0.00599452 0.0317756 -0.128515 0.0567302 0.249017 -0.0600703 -0.114602 0.173985 -0.0222475 -0.0797916 1.12725
internal_weight=0 9721 9698 4824 4874 4834 768 4800 1622 1248 4066 3891 175 3178 2078 250 1100 93786 880 340 302 92906 540 92856 92677 32601 380 60076 179 518 510 60045 32221 472 157 269 94 136 374 141 378 128 40
internal_count=103507 9721 9698 4824 4874 4834 768 4800 1622 1248 4066 3891 175 3178 2078 250 1100 93786 880 340 302 92906 540 92856 92677 32601 380 60076 179 518 510 60045 32221 472 157 269 94 136 374 141 378 128 40
cat_boundaries=0 6 10 11 12 16 20 21 27 33 34 39 45 50
cat_threshold=1074823168 32896 4618 38936616 537133088 32 1081344 128 520 33685512 1100 89 1081344 0 520 33685504 1074790400 32896 0 33554432 3328 2360832 147456 65600 2097152 8396800 12288 876888832 306315826 545292288 8388608 268452246 9480 552 0 0 2 1048576 32 2097152 16384 64 2097152 0 12288 1073741824 0 0 1048576 262144
is_linear=0
shrinkage=0.01


Tree=352
num_leaves=30
num_cat=2
split_feature=2 7 5 11 25 26 0 17 0 7 24 2 2 0 3 26 2 7 7 17 11 2 10 8 16 5 5 4 11
split_gain=225399 1.2387e+06 305450 251787 221621 465534 680802 475753 381978 365380 349814 751453 2.40669e+06 522238 295727 214719 322640 208658 382364 203297 173864 172734 142155 132416 100618 97121.3 94079.5 33050 2412.77
threshold=883.10000000000014 276.983 359.92750000000007 675.38900000000001 0 2022.5000000000002 1438.4900000000002 527.79000000000008 883.10000000000014 13.016250000000001 1 54.609000000000002 85.961250000000021 438.42500000000007 1449.0631000000001 2022.5000000000002 1070.9310000000003 483.06600000000009 126.38750000000002 132.96104750000003 364.16800000000006 117.51455000000003 130.02000000000001 901.21050000000014 925.3130000000001 20.960250000000002 60.717500000000008 16.667000000000005 912.00000000000011
decision_type=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 2 2
left_child=3 2 15 4 5 10 7 8 -7 -9 11 13 -13 -1 20 16 -2 18 -12 22 23 26 25 24 -6 28 -22 -25 -5
right_child=1 -3 -4 19 14 6 -8 9 -10 -11 17 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 -30
leaf_value=0.13694895901128837 -0.2912901952992315 2.6406838716779437 -1.0767493656703404 -0.22764844838210516 -0.0032137323510420712 -0.038950598851142236 1.8150974382162093 0.094300763130187981 -1.4246425075531004 2.0057918519973752 0.027738366553845841 4.0167388307480589 0.44143864682415029 1.5948137088775636 1.2135550043582917 -0.21405291355614151 1.209321951615183 -0.92130361817099826 0.64337393107279295 -1.2944541176882658 0.31933718574260478 1.0945548694491387 0.30065367249881519 0.30169945742632892 -0.59233500184683963 -1.0718286658525467 -0.36451766014099124 0.80625335788726804 -0.34069019704330261
leaf_weight=1434 23 21 21 35 95250 3726 20 20 20 20 2091 21 182 25 20 56 38 22 106 22 103 25 34 37 29 20 25 20 41
leaf_count=1434 23 21 21 35 95250 3726 20 20 20 20 2091 21 182 25 20 56 38 22 106 22 103 25 34 37 29 20 25 20 41
internal_value=0 0.378052 0.0337381 0.00125157 0.00185061 0.0534701 -0.0250444 -0.0347652 -0.0463488 1.05005 0.130605 0.239802 0.811297 0.16193 -0.00230932 0.233056 0.643517 0.0475235 0.0574413 -0.40545 -0.00256422 0.334266 -0.255003 -0.00310478 -0.00339304 -0.451798 0.185772 0.478736 -0.288631
internal_weight=0 159 138 103348 103196 7687 3806 3786 3746 40 3881 1662 203 1459 95509 117 61 2219 2197 152 95489 153 130 95336 95279 96 128 57 76
internal_count=103507 159 138 103348 103196 7687 3806 3786 3746 40 3881 1662 203 1459 95509 117 61 2219 2197 152 95489 153 130 95336 95279 96 128 57 76
cat_boundaries=0 6 7
cat_threshold=1073774592 32768 4618 38936584 536870944 40 2137
is_linear=0
shrinkage=0.01


Tree=353
num_leaves=32
num_cat=5
split_feature=25 22 16 11 17 7 16 0 0 14 12 11 1 13 25 10 1 7 16 25 4 0 24 1 6 20 6 12 25 1 13
split_gain=211719 779700 525634 367467 323638 869778 327797 387471 267099 208034 120589 142065 115569 93116.8 242075 561577 308912 92103.8 76115.4 74107 151746 95023.5 256058 93752.1 70664 62186.9 61740.8 51549.1 44892.7 37611.4 35886.2
threshold=0 264.7240000000001 925.3130000000001 561.29150000000016 514.69500000000005 96.060000000000016 362.00600000000003 1438.4900000000002 86.604000000000028 1092.2134000000003 218.14250000000004 798.75000000000011 75.142750000000007 108.94300000000001 1 143.29500000000004 122.82375000000002 20.706000000000007 1107.6734000000001 2 891.77550000000008 199.57125000000005 3 884.13250000000005 173.40750000000003 484.19925000000006 11.217000000000001 25.360179500000005 4 108.75750000000001 237.51325000000003
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 1 2 2 2 2 2 9 2 2
left_child=1 2 3 4 6 -6 7 -1 -8 13 12 -12 17 18 15 16 28 -5 19 21 23 25 -23 -21 26 -2 29 -28 -15 -16 -26
right_child=9 -3 -4 10 5 -7 8 -9 -10 -11 11 -13 -14 14 24 -17 -18 -19 -20 20 -22 22 -24 -25 30 -27 27 -29 -30 -31 -32
leaf_value=0.041944258700990819 0.0047654986319755552 1.88522959916488 1.363486023902893 -0.21561500282848584 -0.19111275214701892 2.4672601375579832 -0.18902894183740779 1.0813823880089655 -1.3750447349888939 1.0169782199859621 -0.38190382140023366 -1.5595389492511749 0.32747612779790708 -0.078861673894351808 -0.031573886583871349 1.4581560570315311 1.0814084813089082 -1.0708417720794678 -0.62082853031158447 -0.010498212690552797 -0.71067784186332461 0.36226265806876695 -0.0836898149555627 -0.51403962364067901 -0.097464028921994295 0.47621398619243077 0.47918055675246501 0.01996081083471125 0.17229232489667984 -0.45726093812422319 -0.64155136867805762
leaf_weight=9395 37099 23 30 34 32 20 59 36 28 20 21 20 22 128 367 38 33 20 20 55152 31 250 253 37 22 28 44 55 141 22 27
leaf_count=9395 37099 23 30 34 32 20 59 36 28 20 21 20 22 128 367 38 33 20 20 55152 31 250 253 37 22 28 44 55 141 22 27
internal_value=0 0.0461623 0.0418568 0.0377638 0.0445738 0.831338 0.0402755 0.045912 -0.570735 -0.00279941 -0.519265 -0.95636 -0.283464 -0.00301726 0.0995416 0.303513 0.168277 -0.532366 -0.00398576 -0.00385289 -0.0112267 0.00696884 0.143495 -0.0108358 -0.03461 0.00512105 0.00109515 0.224058 0.0562574 -0.0556487 -0.397267
internal_weight=0 9740 9717 9687 9570 52 9518 9431 87 93767 117 41 76 93747 877 340 302 54 92870 92850 55220 37630 503 55189 537 37127 488 99 269 389 49
internal_count=103507 9740 9717 9687 9570 52 9518 9431 87 93767 117 41 76 93747 877 340 302 54 92870 92850 55220 37630 503 55189 537 37127 488 99 269 389 49
cat_boundaries=0 6 12 18 19 25
cat_threshold=1074823424 32896 4618 38936616 537133088 32 2360832 147456 65600 2097152 8396800 12288 876888576 306315828 562069536 8388608 268452294 9480 826 2097152 16384 64 2097152 0 12288
is_linear=0
shrinkage=0.01


Tree=354
num_leaves=28
num_cat=2
split_feature=2 12 4 26 11 12 25 26 6 0 17 0 7 3 25 2 11 2 3 12 8 16 1 7 12 1 11
split_gain=219646 1.86673e+06 422446 325741 243606 310057 212802 470771 932133 661186 460856 373798 351939 289122 200678 284309 170138 169030 152287 139457 129489 107771 168859 57949.6 56755.4 36300.8 19647.4
threshold=883.10000000000014 166.70600000000002 165.05000000000004 2022.5000000000002 675.38900000000001 522.5150000000001 0 2022.5000000000002 763.68025000000011 1438.4900000000002 527.79000000000008 883.10000000000014 13.016250000000001 1449.0631000000001 1 54.609000000000002 364.16800000000006 117.51455000000003 543.52500000000009 1078.0535000000002 901.21050000000014 15.588750000000003 106.765 31.919999999999998 267.39720000000005 7.8769000000000009 1092.2834
decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 25 6 21 7 8 14 10 11 -9 -12 16 15 -1 19 24 -16 20 -8 22 23 26 -18 -2 -6
right_child=1 -3 -4 -5 5 -7 13 9 -10 -11 12 -13 -14 -15 18 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.14013869351736727 0.90714759455786809 2.9430068580309552 -1.2570711621165276 -0.37115525301959779 -0.26691378232909413 -1.5591171237230301 -0.0035130494487702062 -0.039537933433469487 2.2848572072982787 1.7875801401138307 0.094230736732482917 -1.4103201656341555 1.9702355985641482 1.1999730653762819 0.042853614878443594 0.47333596339114969 0.090535864927501319 1.0828059972286226 0.87939814567565922 0.70261024509157455 0.47325705478065894 -0.8799370293390183 0.73323854374885555 -0.70321464210748674 0.65913621857052762 0.375791196346283 0.084493730251605698
leaf_weight=1429 36 24 25 54 41 20 95352 3718 20 20 20 20 20 20 2005 312 107 25 22 28 57 21 20 24 21 20 26
leaf_count=1429 36 24 25 54 41 20 95352 3718 20 20 20 20 20 20 2005 312 107 25 22 28 57 21 20 24 21 20 26
internal_value=0 0.373183 -0.0836743 0.183007 0.00122294 -0.398816 0.00181216 0.0527563 0.131707 -0.0258472 -0.0354471 -0.0468722 1.03223 -0.00223519 0.120278 0.198709 -0.00248696 0.330715 0.0516781 -0.00302113 -0.00322821 -0.223013 -0.0987298 -0.28158 0.183822 0.717377 -0.130547
internal_weight=0 159 135 110 103348 152 103196 7586 3788 3798 3778 3738 40 95610 3768 1741 95590 153 2027 95437 95409 132 111 91 128 56 67
internal_count=103507 159 135 110 103348 152 103196 7586 3788 3798 3778 3738 40 95610 3768 1741 95590 153 2027 95437 95409 132 111 91 128 56 67
cat_boundaries=0 5 9
cat_threshold=1073774592 32768 4618 38936584 32 32768 0 0 33685504
is_linear=0
shrinkage=0.01


Tree=355
num_leaves=18
num_cat=2
split_feature=11 10 2 1 25 5 4 13 10 6 14 10 8 16 25 14 26
split_gain=351174 1.18645e+06 228920 213036 201776 172305 310297 729530 845068 485946 438355 297768 214507 165665 135215 37586.3 2907.14
threshold=1092.2834 103.11795000000002 1439.8675000000001 54.470000000000006 0 25.210500000000007 195.82340000000002 257.16300000000007 451.48500000000007 877.0150000000001 678.01075000000003 485.19100000000009 1468.3681000000001 522.5150000000001 1 36.721200000000003 2022.5000000000002
decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2
left_child=2 -2 4 -4 16 12 9 8 -8 10 -7 -9 13 14 -6 -15 -1
right_child=1 -3 3 -5 5 6 7 11 -10 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=-0.46273634955996557 -0.23013945907354355 2.7528748311996458 -0.14457974274953209 -1.4769832735061648 0.026837375265141208 0.017941438431374017 0.32733632693732423 -0.18682613266838921 2.3347846375812185 1.4795877937648607 1.4653424377668471 -1.5479947097778322 0.9417418273289998 -0.30445353855837637 -0.0079904906298786903 -0.75881454519033431 -0.36704450875520706
leaf_weight=63 40 20 30 20 12842 5796 448 45 22 23 21 25 24 67 84044 25 64
leaf_count=63 40 20 30 20 12842 5796 448 45 22 23 21 25 24 67 84044 25 64
internal_value=0 0.764199 -0.00106519 -0.677541 -0.000738417 -0.000230091 0.0501091 0.279454 0.421302 0.0289026 0.0231667 -0.672958 -0.00354102 -0.00377495 -0.0033722 -0.427921 -0.384257
internal_weight=0 60 103559 50 103509 103382 6380 540 470 5840 5817 70 97002 96978 96886 92 127
internal_count=103619 60 103559 50 103509 103382 6380 540 470 5840 5817 70 97002 96978 96886 92 127
cat_boundaries=0 4 10
cat_threshold=0 0 0 131072 9470208 2151694338 269029640 171966496 524304 9248
is_linear=0
shrinkage=0.01


Tree=356
num_leaves=20
num_cat=4
split_feature=22 21 2 25 1 4 8 25 2 13 10 14 6 3 24 24 22 26 26
split_gain=246484 803833 221604 206685 183274 176016 545013 497663 499404 346035 572153 301475 119538 113100 97304.6 75203.5 26883.8 17922.5 3251.47
threshold=343.16750000000008 9.2655000000000012 1439.8675000000001 0 0.45700000000000007 195.82340000000002 239.43773250000004 1 512.13625000000013 431.15675000000005 556.40500000000009 166.57675000000003 1424.6500000000003 1449.0631000000001 2 3 524.87500000000011 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 9 2 2 2 9 2 2 2 2 2 2 1 1 2 2 2
left_child=2 16 3 15 -4 12 7 11 -9 10 -8 -7 13 14 -5 17 -2 -1 -17
right_child=1 -3 4 5 -6 6 9 8 -10 -11 -12 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=0.058691015783345922 1.2085611086306365 -0.75975990648622871 -0.1722616138458252 -0.01892600623517322 -1.4080946192741395 0.31933815247181691 0.54226786657785764 -0.10777861695470976 -1.6404772056232799 -0.55784778553506609 2.3388002951145173 -0.458629341813651 0.57459011806382077 0.52336178186463145 0.0036754095969835344 -0.52454373902540941 1.7098644456863403 -0.2013708735412022 -0.42698253234227501
leaf_weight=53 23 27 30 25367 20 528 156 631 22 23 20 55 36 41 76377 65 20 53 72
leaf_count=53 23 27 30 25367 20 528 156 631 22 23 20 55 36 41 76377 65 20 53 72
internal_value=0 0.592581 -0.00101683 -0.000695295 -0.666595 4.23904e-06 0.109984 0.0317857 -0.157012 0.595675 0.746419 0.241798 -0.00154574 -0.00174951 -0.00196112 -0.286166 1.44173 -0.0651899 -0.441075
internal_weight=0 70 103549 103499 50 103256 1435 1236 653 199 176 583 101821 101785 101744 243 43 106 137
internal_count=103619 70 103549 103499 50 103256 1435 1236 653 199 176 583 101821 101785 101744 243 43 106 137
cat_boundaries=0 5 11 12 13
cat_threshold=0 0 0 131080 536870944 49152 16944 8454176 33554432 8196 256 2240 1252
is_linear=0
shrinkage=0.01


Tree=357
num_leaves=16
num_cat=1
split_feature=11 10 2 1 25 5 12 10 5 17 8 16 12 7 26
split_gain=343266 1.16001e+06 219847 205133 194977 168079 376558 483608 357471 317301 209732 162459 169727 36032.5 2900.65
threshold=1092.2834 103.11795000000002 1439.8675000000001 54.470000000000006 0 25.210500000000007 621.24200000000008 901.21050000000014 421.77600000000007 527.79000000000008 1468.3681000000001 522.5150000000001 1078.0535000000002 15.581850000000001 2022.5000000000002
decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 14 10 7 9 -8 -7 11 12 -6 -13 -1
right_child=1 -3 3 -5 5 6 8 -9 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.45564085793873627 -0.22764372998476026 2.7219405269622805 -0.14099937438964844 -1.4484566130638123 -0.0035784035214394727 0.045540593497770024 -0.15168019798241164 1.2463980100961292 -1.753423746282404 1.0597524556806011 0.93120325088500977 -0.31944692107538386 0.70308361151639154 -0.79924644711613657 -0.36005603700876238
leaf_weight=63 40 20 30 20 96852 6255 38 34 22 31 24 72 34 20 64
leaf_count=63 40 20 30 20 96852 6255 38 34 22 31 24 72 34 20 64
internal_value=0 0.755551 -0.00104779 -0.663982 -0.000727558 -0.000227869 0.0494901 0.0569757 -0.738986 0.0505423 -0.00349794 -0.00372926 -0.00333042 -0.423751 -0.37773
internal_weight=0 60 103559 50 103509 103382 6380 6320 60 6286 97002 96978 96886 92 127
internal_count=103619 60 103559 50 103509 103382 6380 6320 60 6286 97002 96978 96886 92 127
cat_boundaries=0 4
cat_threshold=0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=358
num_leaves=15
num_cat=2
split_feature=22 21 2 25 1 12 12 5 17 8 24 22 26 26
split_gain=241015 788368 213003 199609 176007 175009 229684 192696 624435 147739 74864.1 26233.5 5187.91 0.969678
threshold=343.16750000000008 9.2655000000000012 1439.8675000000001 0 0.45700000000000007 1392.9450000000004 1078.0535000000002 87.541200000000018 527.79000000000008 1468.3681000000001 1 524.87500000000011 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 9 2 2 2 2 2 2 1 2 2 2
left_child=2 11 3 10 -4 6 7 9 -9 -5 13 -2 -12 -1
right_child=1 -3 4 5 -6 -7 -8 8 -10 -11 12 -13 -14 -15
leaf_value=-0.069952838787665728 1.1965845224131708 -0.75329432416845254 -0.16910011418660481 -0.0025212579941690651 -1.3801827931404114 -0.80498879110371624 0.93998751676999603 0.067517533201409435 1.6873905404408773 0.73729626337687182 -0.40529219143318407 1.6917874956130983 -0.52887124388558526 -0.068048155871304611
leaf_weight=52 23 27 30 100336 20 27 26 2816 24 27 66 20 70 55
leaf_count=52 23 27 30 100336 20 27 26 2816 24 27 66 20 70 55
internal_value=0 0.585975 -0.00100012 -0.000684883 -0.653533 2.57376e-06 0.000213123 -2.36349e-05 0.0812066 -0.00232223 -0.281227 1.42691 -0.436783 -0.0630786
internal_weight=0 70 103549 103499 50 103256 103229 103203 2840 100363 243 43 136 107
internal_count=103619 70 103549 103499 50 103256 103229 103203 2840 100363 243 43 136 107
cat_boundaries=0 5 6
cat_threshold=0 0 0 131080 536870944 1204
is_linear=0
shrinkage=0.01


Tree=359
num_leaves=13
num_cat=1
split_feature=11 10 2 1 12 12 4 8 24 3 3 16
split_gain=335951 1.13614e+06 211131 197527 152986 274193 164201 424175 760476 428296 204769 139651
threshold=1092.2834 103.11795000000002 1439.8675000000001 54.470000000000006 1392.9450000000004 1078.0535000000002 106.765 239.43773250000004 0 888.10000000000014 1449.0631000000001 413.4790000000001
decision_type=2 2 2 2 2 2 2 2 1 2 2 2
left_child=2 -2 4 -4 5 6 10 9 -9 -8 11 -1
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0026065906337743119 -0.22556403070688247 2.693515609741211 -0.13749468564987183 -1.4204836344718934 -0.73979024731154952 1.046624608898163 0.051409978850002425 1.0777505969368251 -0.010289700419775076 -1.0791629690282485 0.74099505347174577 -0.30203678871194523
leaf_weight=100653 40 20 30 20 28 25 2315 103 158 34 37 156
leaf_count=100653 40 20 30 20 28 25 2315 103 158 34 37 156
internal_value=0 0.747463 -0.00103096 -0.65069 -0.000717144 -0.000517165 -0.000770206 0.0775401 0.459989 0.0350458 -0.00279696 -0.00306995
internal_weight=0 60 103559 50 103509 103481 103456 2610 261 2349 100846 100809
internal_count=103619 60 103559 50 103509 103481 103456 2610 261 2349 100846 100809
cat_boundaries=0 1
cat_threshold=2624
is_linear=0
shrinkage=0.01


Tree=360
num_leaves=12
num_cat=1
split_feature=2 22 12 12 0 24 5 0 1 6 1
split_gain=252926 238018 213810 180294 151595 286154 711134 591273 133208 99262.7 95387.5
threshold=1439.8675000000001 521.77697000000012 1392.9450000000004 1078.0535000000002 6.6497500000000009 0 552.55750000000012 883.10000000000014 1439.8675000000001 1424.6500000000003 75.142750000000007
decision_type=2 2 2 2 2 1 2 2 2 2 2
left_child=1 2 3 4 8 7 -7 -6 9 -1 -2
right_child=10 -3 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0063659424295720284 -0.3653062006405422 0.77927120037567921 -0.84618667860825858 0.74864723123610022 -0.013818240219277975 0.05841775947203038 1.0779917246362438 -0.89061432282129926 -0.64201401103626599 -0.59151158431480677 -1.231027235031128
leaf_weight=90006 35 39 30 32 5511 7989 69 78 33 29 20
leaf_count=90006 35 39 30 32 5511 7989 69 78 33 29 20
internal_value=0 -0.0018002 -0.00209373 -0.00184965 -0.00208121 0.0289778 0.0670651 -0.0260083 -0.00678724 -0.00655442 -0.680114
internal_weight=0 103816 103777 103747 103715 13647 8058 5589 90068 90035 55
internal_count=103871 103816 103777 103747 103715 13647 8058 5589 90068 90035 55
cat_boundaries=0 1
cat_threshold=2697
is_linear=0
shrinkage=0.01


Tree=361
num_leaves=14
num_cat=3
split_feature=2 22 12 25 12 6 5 25 1 3 25 26 26
split_gain=247893 233281 209555 185595 207284 163061 707937 111080 93489.2 54946.9 38704.6 1555.93 57.1463
threshold=1439.8675000000001 521.77697000000012 1392.9450000000004 0 1078.0535000000002 222.67000000000004 897.08550000000014 1 75.142750000000007 54.825730000000007 2 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 9 2 2 2 9 2 2 9 2 2
left_child=1 2 3 9 5 7 -7 -5 -2 10 12 -12 -1
right_child=8 -3 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.042789198613799782 -0.36165314299719675 0.77147848324897961 -0.83772481413682298 0.061854161863646853 0.83030951619148252 0.077070370380657574 1.6340189361572266 -0.0040628809808776426 -1.218716968536377 -0.69388107395172116 -0.24840911163078561 -0.20711576248778674 -0.053087437083420251
leaf_weight=113 35 39 30 2614 30 1101 30 99371 20 20 182 183 103
leaf_count=113 35 39 30 2614 30 1101 30 99371 20 20 182 183 103
internal_value=0 -0.0017822 -0.0020728 -0.00183116 -0.000801539 -0.00104342 0.118369 -0.00236768 -0.673313 -0.175603 -0.160785 -0.221634 -0.0455893
internal_weight=0 103816 103777 103747 103146 103116 1131 101985 55 601 581 365 216
internal_count=103871 103816 103777 103747 103146 103116 1131 101985 55 601 581 365 216
cat_boundaries=0 5 10 12
cat_threshold=1073741824 536870912 0 256 32 0 4194304 0 173178890 524288 0 536870912
is_linear=0
shrinkage=0.01


Tree=362
num_leaves=16
num_cat=3
split_feature=2 22 12 25 24 12 25 6 5 0 1 4 26 26 26
split_gain=242960 228639 205385 181901 414315 203159 189349 159816 693849 110730 91628.8 38587.5 2030.65 1094.8 199.433
threshold=1439.8675000000001 521.77697000000012 1392.9450000000004 0 1 1078.0535000000002 2 222.67000000000004 897.08550000000014 52.192250000000008 75.142750000000007 17.426900000000007 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 9 1 2 9 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 12 9 -9 -5 -2 13 -1 -6 -8
right_child=10 -3 -4 5 11 -7 14 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.39359315387273242 -0.35803661591666086 0.76376369843116176 -0.82934755818049111 -0.0046873751349208008 -0.4593215251839074 0.82200638743241627 -0.099192222235154143 0.07629966852585908 1.6176787611643473 0.043987684970383974 -1.2065297908782959 -0.024591107368469239 0.47930705914130578 -0.49908482084955491 -0.1195252382880763
leaf_weight=59 35 39 30 97075 137 30 98 1101 30 4910 20 20 52 140 95
leaf_count=59 35 39 30 97075 137 30 98 1101 30 4910 20 20 52 140 95
internal_value=0 -0.00176432 -0.00205201 -0.00181279 -0.173847 -0.000793467 0.0862109 -0.00103293 0.117185 -0.00234395 -0.66658 -0.434172 0.397901 -0.479418 -0.103821
internal_weight=0 103816 103777 103747 601 103146 304 103116 1131 101985 55 297 111 277 193
internal_count=103871 103816 103777 103747 601 103146 304 103116 1131 101985 55 297 111 277 193
cat_boundaries=0 5 6 8
cat_threshold=1073741824 536870912 0 256 32 3459 0 536870912
is_linear=0
shrinkage=0.01


Tree=363
num_leaves=15
num_cat=0
split_feature=2 11 10 11 0 4 1 9 6 1 8 16 5 1
split_gain=238125 226089 805649 219644 157610 353584 371342 847429 496852 156366 131489 128230 117212 89805.4
threshold=1439.8675000000001 1092.2834 103.11795000000002 798.75000000000011 6.6497500000000009 1468.3681000000001 365.02500000000003 384.29599999999999 665.85000000000014 1439.8675000000001 198.35000000000005 925.3130000000001 421.77600000000007 75.142750000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 6 8 -8 -6 11 -5 12 -1 -2
right_child=13 2 -4 10 5 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0066868964456971635 -0.35445624365125383 -0.18468129884629023 2.2538539752960207 -0.27772341402565565 0.019995952179295673 -1.2987225334644319 0.17567020447567255 1.7261224153041841 1.0725502548217773 -0.68458237058976124 -1.2667387928962708 -0.57236338222026828 0.19643337517453913 -1.1944644660949708
leaf_weight=89701 35 42 20 41 13231 20 297 40 45 34 20 40 285 20
leaf_count=89701 35 42 20 41 13231 20 297 40 45 34 20 40 285 20
internal_value=0 -0.00174668 0.601943 -0.00210743 -0.00175453 0.0299329 0.031885 0.3597 0.0235637 -0.00655128 -0.601991 -0.00629521 -0.00604358 -0.659914
internal_weight=0 103816 62 103754 103693 13633 13613 337 13276 90060 61 90026 89986 55
internal_count=103871 103816 62 103754 103693 13633 13613 337 13276 90060 61 90026 89986 55
is_linear=0
shrinkage=0.01


Tree=364
num_leaves=16
num_cat=4
split_feature=2 22 12 25 24 12 25 6 5 25 0 0 26 26 26
split_gain=233386 224782 201738 178084 405987 198583 185392 154465 677488 108759 80586.3 12598.7 2093.42 1987.92 192.68
threshold=1439.8675000000001 521.77697000000012 1392.9450000000004 0 1 1078.0535000000002 2 222.67000000000004 897.08550000000014 3 4.402000000000001 4.1470000000000011 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 9 1 2 9 2 2 9 2 2 2 2 2
left_child=1 2 3 4 6 7 13 9 -9 -5 -2 12 -6 -1 -8
right_child=10 -3 -4 5 11 -7 14 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.38959820310948262 -0.36396009199959894 0.75731518916594687 -0.82193232067426059 0.061252956359488214 -0.45465015902238731 0.81271156142155332 -0.098090430765735856 0.074815939244197577 1.5979141330718996 -0.003971847831922515 -1.1596851215362549 -0.68654692097008219 -0.39965953251994252 0.47440560634319595 -0.11807623496808503
leaf_weight=59 35 39 30 2614 136 30 98 1101 30 99371 20 20 141 52 95
leaf_count=59 35 39 30 2614 136 30 98 1101 30 99371 20 20 141 52 95
internal_value=0 -0.00172921 -0.00201447 -0.00177738 -0.171997 -0.00076881 0.0854308 -0.00100555 0.115216 -0.00229444 -0.653315 -0.429692 -0.426659 0.393846 -0.102611
internal_weight=0 103816 103777 103747 601 103146 304 103116 1131 101985 55 297 277 111 193
internal_count=103871 103816 103777 103747 601 103146 304 103116 1131 101985 55 297 277 111 193
cat_boundaries=0 5 6 8 13
cat_threshold=1073741824 536870912 0 256 32 3459 0 536870912 0 4194304 0 173178890 524288
is_linear=0
shrinkage=0.01


Tree=365
num_leaves=30
num_cat=1
split_feature=0 16 11 2 2 2 24 6 11 6 2 0 7 2 10 6 8 10 1 11 2 0 1 9 9 0 9 10 11
split_gain=278129 1.07401e+06 686966 604930 589250 332336 325985 388582 304438 212597 205223 173473 152237 142112 137669 908598 151012 144780 173762 136916 324864 129855 66814.3 61043.5 39959.9 25919 24290 10840.8 3521.87
threshold=335.27750000000009 371.63775000000004 9.913000000000002 542.8678000000001 749.57248000000016 542.8678000000001 0 235.90250000000003 675.38900000000001 63.922000000000004 6.6432485000000012 883.10000000000014 194.48100000000002 93.632500000000007 901.21050000000014 111.55832500000001 1468.3681000000001 485.19100000000009 252.70150000000004 426.67500000000007 117.51455000000003 297.71250000000003 72.010000000000005 299.52325000000002 2.0798375000000004 1438.4900000000002 4.4150000000000009 1449.0631000000001 912.00000000000011
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
left_child=8 2 3 6 -5 10 7 9 14 -2 24 22 -12 26 16 27 17 19 23 21 -21 -1 -8 -19 -4 -13 28 -16 -10
right_child=1 -3 5 4 -6 -7 11 -9 13 -11 12 25 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0010355889448900482 0.33571432758169845 2.0704951475817581 -0.9009956049307799 2.580337520781018 0.38082726708773912 -1.6037983041224271 0.16175285803201869 1.4586436017354332 -0.13949774114290875 -0.70334472928728375 0.51780221420365413 -0.38741268623706909 -0.45951680643217907 -1.1493189953840695 -0.09366690722378819 2.2590864906311037 0.69868730775771593 -0.086394611696402224 -1.1707491745948793 0.097899541522635802 1.3706462168693543 -0.34430501280574627 -0.1998315675635087 -0.65940408533269701 -0.38884218635559081 -0.79762299696604422 -0.569361698116575 -0.36973572616577149 -0.28136025116557167
leaf_weight=101855 316 29 39 21 29 23 156 30 30 21 37 43 28 26 33 20 31 120 20 122 24 109 76 22 25 24 28 25 42
leaf_count=101855 316 29 39 21 29 23 156 30 30 21 37 43 28 26 33 20 31 120 20 122 24 109 76 22 25 24 28 25 42
internal_value=0 0.177413 0.114165 0.243786 1.30462 -0.496415 0.164143 0.358289 0.000557824 0.270966 -0.298974 -0.083351 0.0968033 -0.490686 0.0011624 0.42112 0.000842204 0.000630678 -0.298082 0.00110459 0.307118 0.000666418 0.0433028 -0.175171 -0.700936 -0.534354 -0.319442 -0.212662 -0.222251
internal_weight=0 897 868 716 50 152 666 367 102507 337 129 299 65 126 102381 78 102303 102272 162 102110 146 101964 232 142 64 67 100 58 72
internal_count=103404 897 868 716 50 152 666 367 102507 337 129 299 65 126 102381 78 102303 102272 162 102110 146 101964 232 142 64 67 100 58 72
cat_boundaries=0 1
cat_threshold=3634
is_linear=0
shrinkage=0.01


Tree=366
num_leaves=39
num_cat=3
split_feature=0 16 11 2 2 25 0 0 2 11 1 4 2 25 1 0 6 16 2 4 18 2 25 4 18 3 3 1 9 0 4 26 0 14 4 9 16 11
split_gain=272594 1.05264e+06 673295 592892 577523 376533 437005 730700 325723 298380 245736 316640 201139 181615 223056 799775 426020 255187 166669 208666 154074 139284 121158 147148 115742 179664 166614 109402 126676 84371.3 81599 73203.6 71496.6 61567.3 46898.7 23806.6 18985.1 3451.78
threshold=335.27750000000009 371.63775000000004 9.913000000000002 542.8678000000001 749.57248000000016 0 468.98000000000008 367.42525000000006 542.8678000000001 675.38900000000001 756.19086000000004 133.78600000000003 6.6432485000000012 1 469.21250000000003 242.5325 53.105500000000006 371.63775000000004 542.8678000000001 74.563750000000013 382.59200000000004 93.632500000000007 2 1468.3681000000001 174.84360000000001 180.91300000000004 603.67000000000019 66.760000000000019 191.37774500000003 47.412500000000001 49.373000000000012 2022.5000000000002 658.11750000000018 43.665000000000006 3.2712500000000007 4.4150000000000009 522.5150000000001 912.00000000000011
decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 5 -5 6 7 -2 12 13 11 -7 33 14 17 16 30 18 20 -20 -1 35 31 24 26 -26 -24 -14 -29 36 -16 -15 -8 34 -4 37 -19 -11
right_child=1 -3 8 4 -6 10 32 -9 -10 21 -12 -13 27 22 15 -17 -18 29 19 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39
leaf_value=0.053051211122056054 0.13710680723190308 2.0497902365388541 -0.78284923315048216 2.5545340583437968 0.3770190699347134 -0.016129505380954784 0.51924822642885404 2.5352066345568058 -1.5877603213683418 -0.13810275920232137 -1.0126331356593541 0.64971911905793578 -0.47772404925389722 -0.054280761946116057 0.024708543419837952 2.2905475225448608 1.26356515952519 -0.068641422439366578 -0.62875196855362148 0.42978779430389402 0.70032677900952267 -1.1378258090752822 -0.0016918435262556842 0.78125752667586013 -0.12495940921810958 -1.058735050721602 0.35117302239830817 0.91957151748917332 -0.16625495967410861 -1.04533166105097 -0.63003607432047526 -0.36942363951976098 -0.16133728251312718 -1.1539672005176544 -0.12717796611785889 -0.56366808354854581 -0.44928090547260491 -0.27854664300169268
leaf_weight=6044 24 29 24 21 29 447 29 27 23 30 21 85 22 151 92 20 28 20 73 25 37 26 95158 24 325 22 134 22 21 22 24 144 33 20 20 28 38 42
leaf_count=6044 24 29 24 21 29 447 29 27 23 30 21 85 22 151 92 20 28 20 73 25 37 26 95158 24 325 22 134 22 21 22 24 144 33 20 20 28 38 42
internal_value=0 0.175639 0.113024 0.241348 1.29158 0.162502 0.6624 1.40669 -0.491451 0.000552246 0.047515 0.0902561 -0.295984 0.00115077 0.0525882 0.416726 0.156473 0.0431309 0.0503964 -0.358716 0.0569896 -0.48578 -0.00229746 -0.00166284 -0.00185948 -0.184161 -0.00119564 0.0958352 0.389284 -0.518035 -0.110756 -0.20129 0.157001 -0.693926 -0.484817 -0.316247 -0.318026 -0.220028
internal_weight=0 897 868 716 50 666 113 51 152 102507 553 532 129 102381 6423 164 144 6259 6179 98 6081 126 95958 95663 95639 347 95292 65 43 80 116 295 62 64 44 100 58 72
internal_count=103404 897 868 716 50 666 113 51 152 102507 553 532 129 102381 6423 164 144 6259 6179 98 6081 126 95958 95663 95639 347 95292 65 43 80 116 295 62 64 44 100 58 72
cat_boundaries=0 6 12 16
cat_threshold=67109376 0 0 33554432 8256 8192 1081600 537051136 4352 141688874 67108896 1024 1073741824 0 0 256
is_linear=0
shrinkage=0.01


Tree=367
num_leaves=29
num_cat=0
split_feature=0 16 11 2 2 2 11 6 3 1 0 12 2 7 2 10 6 8 10 1 11 2 0 9 9 9 10 11
split_gain=267169 1.03169e+06 659897 581094 566031 319241 292442 208270 432408 311265 345466 213658 197136 148626 136512 134809 889317 147912 142297 171534 133981 317416 127327 59763.6 38922.6 23332.8 10560.4 3383.09
threshold=335.27750000000009 371.63775000000004 9.913000000000002 542.8678000000001 749.57248000000016 542.8678000000001 675.38900000000001 235.90250000000003 10.307000000000002 72.010000000000005 594.30750000000012 58.599000000000011 6.6432485000000012 194.48100000000002 93.632500000000007 901.21050000000014 111.55832500000001 1468.3681000000001 485.19100000000009 252.70150000000004 426.67500000000007 117.51455000000003 297.71250000000003 299.52325000000002 2.0798375000000004 4.4150000000000009 1449.0631000000001 912.00000000000011
decision_type=2 2 2 2 2 2 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 7 -5 12 15 9 -9 11 -11 -2 24 -14 25 17 26 18 20 23 22 -22 -1 -20 -4 27 -17 -8
right_child=1 -3 5 4 -6 -7 14 8 -10 10 -12 -13 13 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0010150120411648751 0.19658519318051362 2.0292923180810338 -0.88443318501496937 2.5289888018653506 0.37324884085819643 -1.5718827291156936 -0.13672173770268758 1.7181963659286499 -0.09120943667633194 0.078918944458359661 -0.88598316554365486 1.2538207759857178 0.51085398239058422 -0.45480718893664224 -1.1264475347445562 -0.092862599690755221 2.2350730247497559 0.69146695744606756 -0.085565219144026441 -1.162580855846405 0.096992011167964007 1.3550641985734304 -0.3409480429461243 -0.65253571250221953 -0.37897110290527347 -0.55803139550345282 -0.36533790054321286 -0.27576117932796479
leaf_weight=101855 432 29 39 21 29 23 30 25 28 103 58 20 37 28 26 33 20 31 120 20 122 24 109 22 25 28 25 42
leaf_count=101855 432 29 39 21 29 23 30 25 28 103 58 20 37 28 26 33 20 31 120 20 122 24 109 22 25 28 25 42
internal_value=0 0.173883 0.111893 0.238934 1.27866 -0.486536 0.000546723 0.160877 0.762284 0.108879 -0.268686 0.243366 -0.293025 0.0948769 -0.480922 0.00113926 0.416712 0.000822415 0.000613072 -0.295526 0.0010829 0.303798 0.000649452 -0.173406 -0.686987 -0.313085 -0.210309 -0.217828
internal_weight=0 897 868 716 50 152 102507 666 53 613 161 452 129 65 126 102381 78 102303 102272 162 102110 146 101964 142 64 100 58 72
internal_count=103404 897 868 716 50 152 102507 666 53 613 161 452 129 65 126 102381 78 102303 102272 162 102110 146 101964 142 64 100 58 72
is_linear=0
shrinkage=0.01


Tree=368
num_leaves=43
num_cat=4
split_feature=0 16 11 25 3 11 1 5 11 6 4 25 8 1 0 6 16 3 7 3 4 10 9 5 3 25 11 25 11 3 1 8 8 0 4 5 11 16 11 11 1 8
split_gain=261853 1.01116e+06 646765 450552 412328 286623 257043 342341 252543 246402 613690 178087 234563 221335 780571 416555 250494 131355 187207 160338 124098 169485 121428 116784 342100 152950 110459 104581 97835.7 91524.9 133575 126014 82746.7 82579.4 80387.4 60897.6 27279.6 18636.9 17479.2 2235.47 527.609 201.001
threshold=335.27750000000009 371.63775000000004 9.913000000000002 0 9.2080380000000037 675.38900000000001 511.45025000000004 242.60800000000003 675.38900000000001 27.203999999999997 27.155175000000003 1 1117.4100000000001 469.21250000000003 242.5325 53.105500000000006 371.63775000000004 384.83520000000004 52.69700000000001 70.38600000000001 106.765 168.56750000000002 124.14000000000003 62.172000000000004 514.39811750000013 2 487.6375000000001 3 522.5150000000001 174.76450000000003 35.00500000000001 1.2438130000000003 7.9009010000000002 47.412500000000001 49.373000000000012 15.083500000000003 1439.8675000000001 522.5150000000001 798.75000000000011 912.00000000000011 65.579000000000022 1468.3681000000001
decision_type=2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 9 11 7 -6 20 10 -2 13 23 16 15 34 17 19 -19 -1 32 -22 36 26 25 -25 27 -13 -28 30 31 -5 -4 37 -15 -32 38 -18 -7 -40 -31 -14
right_child=1 -3 8 29 6 22 -8 -9 -10 -11 -12 12 41 14 -16 -17 33 18 -20 -21 21 -23 -24 24 -26 -27 28 -29 -30 40 35 -33 -34 -35 -36 -37 -38 -39 39 -41 -42 -43
leaf_value=0.044276145668275285 0.98502250365721877 2.008999378763396 -0.28031416061677428 0.01919218714551145 -0.44483041165669762 -0.46102710227171578 1.0327810511986415 0.97381320953369144 -1.4230083378156027 1.7102694902748896 -0.83542256918820468 -0.1275540983503641 0.77667592048645018 0.027342939324431367 2.2670771970748902 1.2516824402127948 -0.067643082879483701 -0.4121149232498435 0.34978233858596447 0.2494141314175071 0.52387477636337276 -0.55193333104804709 -1.0849301967254052 0.11500062922486645 0.99123927091940855 -0.034647798189197679 1.002668776512146 -0.0038030468166698212 0.12123225127949434 0.51524598145484923 -0.54160907106321365 0.82225700650896349 -0.97650313823453849 -1.0342707641151818 -0.62326101779937748 0.053010004758834842 -0.64815068805217746 -0.44477546177412336 -0.059925187392668285 -0.18929331239532021 0.44260927963256835 0.73237968808128728
leaf_weight=5390 117 29 38 281 75 24 24 22 24 29 22 678 20 91 20 28 20 129 43 410 32 27 26 1513 39 1235 20 92606 34 20 61 21 31 22 24 24 20 38 22 34 20 21
leaf_count=5390 117 29 38 281 75 24 24 22 24 29 22 678 20 91 20 28 20 129 43 410 32 27 26 1513 39 1235 20 92606 34 20 61 21 31 22 24 24 20 38 22 34 20 21
internal_value=0 0.172144 0.110774 0.236545 0.532824 0.000541256 0.106185 -0.123076 -0.481671 0.871822 0.696895 0.00112787 -0.00222741 0.0529633 0.416678 0.157881 0.0432548 0.0507009 -0.221641 0.0587773 -0.30517 0.0315558 -0.476113 -0.00255019 0.0612371 0.0480384 -0.00445483 -0.00471657 0.44769 0.0230014 -0.0235285 0.0750344 -0.593095 -0.512604 -0.108435 -0.373717 -0.31782 -0.31473 -0.235237 -0.13847 0.478928 0.753988
internal_weight=0 897 868 716 289 102507 121 97 152 168 139 102381 96166 6215 163 143 6052 5972 172 5800 128 59 126 96125 2787 2748 93338 93284 54 427 387 302 69 80 115 85 100 58 80 56 40 41
internal_count=103404 897 868 716 289 102507 121 97 152 168 139 102381 96166 6215 163 143 6052 5972 172 5800 128 59 126 96125 2787 2748 93338 93284 54 427 387 302 69 80 115 85 100 58 80 56 40 41
cat_boundaries=0 5 11 17 22
cat_threshold=1081344 0 512 33554432 8192 1081600 537051136 4096 141688874 67108896 1024 345220 36 10486368 98368 268443717 4352 1073741824 0 0 33024 536870912
is_linear=0
shrinkage=0.01


Tree=369
num_leaves=39
num_cat=6
split_feature=0 2 12 24 6 6 25 3 11 0 0 25 8 1 0 6 16 24 5 13 2 5 3 24 12 25 1 6 10 1 11 3 12 10 16 11 0 8
split_gain=256642 1.0038e+06 464705 467075 558599 939636 336623 620786 280919 221841 193239 174570 229932 214455 767658 409598 244911 208571 440629 286311 132904 116573 334859 199232 149222 135894 111483 108347 81446.9 79537.4 78330.8 73021.4 19282.2 9408.39 9010.73 2861.74 2352.46 197.001
threshold=335.27750000000009 883.10000000000014 564.6037500000001 0 243.82689999999999 371.41875000000005 1 52.207712000000008 675.38900000000001 1077.3535000000002 883.10000000000014 2 1117.4100000000001 469.21250000000003 242.5325 53.105500000000006 371.63775000000004 3 552.55750000000012 91.912500000000009 93.632500000000007 62.172000000000004 514.39811750000013 4 1078.0535000000002 5 101.73250000000002 39.858900000000006 62.399000000000008 884.13250000000005 9.913000000000002 227.10500000000002 156.75900000000004 23.455000000000002 566.68875000000014 912.00000000000011 1438.4900000000002 1468.3681000000001
decision_type=2 2 2 1 2 2 9 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 6 -6 7 -2 11 -8 27 13 21 16 15 29 17 19 -19 -1 32 24 23 -23 25 -13 36 30 34 -15 -5 -29 33 35 -18 -10 -12 -14
right_child=1 -3 -4 10 5 -7 9 -9 20 -11 26 12 37 14 -16 -17 28 18 -20 -21 -22 22 -24 -25 -26 -27 -28 31 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39
leaf_value=-0.060165906773429007 1.423121529340744 1.9385144141412551 -1.3622972706386023 0.18158964109046299 3.0314653990585358 0.34116079227344409 -0.061253744814232104 -0.054798200395372185 -0.38512033224105835 0.77594233981437155 -0.36196419612781422 -0.12517353055932376 0.76890912628173824 0.049727659057168402 2.2444064269065858 1.2391656024115425 -0.18124965166223461 0.078712131734708604 0.99642745728762649 0.48078830457428129 -1.1082896353648259 0.20012672358362868 0.98132688522338873 0.00029672512083452464 0.75298734224759611 -0.0034879890628609707 -1.1271944738427799 -0.58085801912390667 -1.0097804608552352 -0.54200325319843912 -0.34602481957637904 0.090579179191589351 -0.58346793889999393 -0.054544420242309571 -0.4327504646778107 -0.24334469266595055 -0.22735247516632079 0.72505592527843665
leaf_weight=1953 60 31 21 191 20 37 262 54 24 36 37 917 20 85 20 28 29 4070 53 103 26 646 39 2094 26 92195 24 46 23 31 33 25 20 21 28 35 20 21
leaf_count=1953 60 31 21 191 20 37 262 54 24 36 37 917 20 85 20 28 29 4070 53 103 26 646 39 2094 26 92195 24 46 23 31 33 25 20 21 28 35 20 21
internal_value=0 0.170423 0.107131 0.143649 0.349824 1.28513 0.228917 0.664743 0.000535793 0.0385891 -0.119644 0.00111654 -0.00226414 0.0515463 0.408595 0.153621 0.0422732 0.0493909 0.0902901 -0.0329055 -0.471351 -0.00258441 0.0612376 0.0481414 -0.0044887 -0.00470021 -0.555462 -0.00403453 -0.507478 -0.108407 0.103861 -0.344436 -0.305747 -0.236317 -0.304794 -0.301016 -0.314732 0.746448
internal_weight=0 897 866 845 469 57 412 114 102507 298 376 102381 95958 6423 164 144 6259 6179 4123 2056 126 95917 2779 2740 93138 93112 81 295 80 116 224 71 100 80 57 59 57 41
internal_count=103404 897 866 845 469 57 412 114 102507 298 376 102381 95958 6423 164 144 6259 6179 4123 2056 126 95917 2779 2740 93138 93112 81 295 80 116 224 71 100 80 57 59 57 41
cat_boundaries=0 1 5 11 12 13 18
cat_threshold=2674 32768 0 0 33554432 1081600 537051136 4352 141688874 67108896 1024 2464 592 1073741824 0 0 33024 537133056
is_linear=0
shrinkage=0.01


Tree=370
num_leaves=26
num_cat=0
split_feature=3 22 20 4 5 10 13 0 15 5 1 14 1 12 8 14 15 26 3 3 6 13 4 22 22
split_gain=242240 217730 832133 147535 562060 303981 453790 766553 243304 191318 211455 186641 168269 480488 812156 165661 130225 107015 152099 144287 99514.1 103360 98597.2 77206.7 16946.9
threshold=1449.0631000000001 261.87000000000006 10.917500000000002 87.012500000000017 1083.8250000000003 330.97750000000008 237.51325000000003 285.35875000000004 65.094000000000008 326.45950000000005 297.63750000000005 564.6037500000001 198.54500000000004 218.14250000000004 1.2438130000000003 245.84250000000003 53.312450000000005 2022.5000000000002 414.53600000000012 670.0675 448.18200000000007 264.75500000000005 6.6462500000000011 524.87500000000011 413.26150000000007
decision_type=2 2 2 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 23 9 5 11 7 -7 -8 12 20 16 17 15 -15 -14 -5 18 -1 -19 21 -11 -2 24 -3
right_child=22 2 -4 4 -6 6 8 -9 -10 10 -12 -13 13 14 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0076218704598389085 1.0946693745681217 -0.0012508930008986901 2.0464497442245482 0.021768247028104579 1.5623988359212877 0.44939562644044018 -0.94985830154418949 2.6591097172498701 0.38589213498433433 -0.13930403271722205 -0.90570931141193101 -0.79345492402712514 0.059476875616140151 2.3531283966064453 -0.19584180088043213 0.97800841379165648 0.2689674590425245 -0.011764934024154846 0.38682641438718113 -0.47614502721758029 -0.80983803136008126 0.59711906290054328 0.17536608457565309 -0.54912437314572549 0.37713014030456543
leaf_weight=49611 28 29 25 2617 25 73 25 20 30 405 39 27 1076 25 25 20 232 48868 106 67 21 20 20 23 20
leaf_count=49611 28 29 25 2617 25 73 25 20 30 405 39 27 1076 25 25 20 232 48868 106 67 21 20 20 23 20
internal_value=0 0.00106205 0.474616 0.000617516 0.069145 0.0568 0.498773 0.924603 -0.221267 -0.00146599 -0.199598 0.0340559 -0.000503105 0.119973 1.07864 0.0762384 0.0418982 -0.00190263 0.00843036 -0.0124007 -0.137853 -0.104649 0.711626 -0.0711602 0.15319
internal_weight=0 103429 97 103332 3049 3024 148 93 55 100283 485 2876 99798 1146 50 1096 2849 98652 49717 48935 446 425 48 72 49
internal_count=103477 103429 97 103332 3049 3024 148 93 55 100283 485 2876 99798 1146 50 1096 2849 98652 49717 48935 446 425 48 72 49
is_linear=0
shrinkage=0.01


Tree=371
num_leaves=28
num_cat=1
split_feature=2 16 10 2 2 26 21 10 25 1 5 9 14 2 16 22 9 18 16 10 23 26 26 2 26 15 21
split_gain=329274 1.95367e+06 404825 151357 182622 153817 138430 166096 137305 363586 467768 709773 303432 302236 192351 147521 95788.6 88048.2 70420.5 54452.1 53541.3 73665.2 54613 15176.3 10045.5 7146.54 2545.94
threshold=883.10000000000014 47.946750000000009 4.4150000000000009 1439.8675000000001 1070.9310000000003 2022.5000000000002 521.77697000000012 80.037750000000017 0 335.00670000000008 483.06600000000009 285.81500000000005 365.50250000000005 383.96180000000004 690.61569250000014 196.25250000000003 261.83250000000004 925.3130000000001 819.02500000000009 52.911000000000008 69.938960000000023 2022.5000000000002 2022.5000000000002 11.831450000000002 2022.5000000000002 9.2059100000000011 741.11500000000012
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 8 26 9 12 11 13 14 -11 15 -1 -12 18 20 23 22 -22 -10 -14 -5 -20 -8
right_child=1 -3 -4 24 5 -7 7 -9 17 10 16 -13 19 -15 -16 -17 -18 -19 25 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.030792595856402368 -0.020500081743512838 3.2968529092697874 -1.1823453851368115 -0.050810558682396298 1.540412715998563 0.3708234788542209 -0.20755965300968715 -1.2179738569259644 0.0051600668950710351 0.20333583411486711 -1.0307661719944166 1.9824680926005047 -0.48435828420850968 1.20916217815876 0.99211117176782526 0.89097859716415406 -0.0845021333694458 0.63043805772607975 -0.28311973156752407 -0.85540841355043296 -0.095143041244724336 0.3623591015909029 -0.009908836387755901 -0.15971857285127045 -0.35332025481306983 -0.53252166152000424 -0.058203483200073236
leaf_weight=6374 35 21 23 21 22 23 21 20 48147 204 23 30 36 35 21 20 20 22 27 34 57 92 48057 24 23 20 25
leaf_count=6374 35 21 23 21 22 23 21 20 48147 204 23 30 36 35 21 20 20 22 27 34 57 92 48057 24 23 20 25
internal_value=0 0.443733 0.0361441 0.262154 0.521256 0.942623 0.000658392 -0.457171 0.000951068 0.044276 0.377813 0.532622 0.0283564 0.350633 0.0366213 0.0334832 -0.590643 -0.00211816 -0.00226274 -0.535681 -0.00207397 0.187342 -0.00236734 -0.354502 -0.208941 -0.389248 -0.126388
internal_weight=0 168 147 124 80 45 103309 66 103243 6821 312 269 6509 239 6415 6394 43 96422 96400 94 96353 149 96204 60 44 47 46
internal_count=103477 168 147 124 80 45 103309 66 103243 6821 312 269 6509 239 6415 6394 43 96422 96400 94 96353 149 96204 60 44 47 46
cat_boundaries=0 6
cat_threshold=1073774848 0 4616 135405610 67371040 32
is_linear=0
shrinkage=0.01


Tree=372
num_leaves=17
num_cat=1
split_feature=2 12 4 0 1 26 22 3 22 16 7 3 7 5 25 22
split_gain=322721 2.29009e+06 488215 502365 170369 225362 138307 132016 135482 118532 552926 295759 165186 230500 182137 35412.6
threshold=883.10000000000014 85.888000000000019 223.58100000000002 131.25500000000002 7.8769000000000009 2022.5000000000002 524.87500000000011 1449.0631000000001 261.87000000000006 362.00600000000003 448.18200000000007 285.15000000000003 615.99125000000015 552.55750000000012 0 379.00000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2
left_child=6 2 3 4 5 -2 7 8 9 12 11 -11 14 -14 -1 -10
right_child=1 -3 -4 -5 -6 -7 -8 -9 15 10 -12 -13 13 -15 -16 -17
leaf_value=0.053271203640309947 0.71963572338649207 3.107378948352955 -1.3391351309776307 1.643346145629883 -0.82847412844498947 -0.39973024716248384 -0.65667278796434403 0.53645162872646168 0.67784503851618083 -0.24141865642234814 1.310463329228488 -1.5096910317242145 -0.16285399931355529 -1.2228017292851987 -0.0019611082019302269 0.19583197523046422
leaf_weight=6355 35 27 25 20 24 37 32 46 35 228 22 20 190 23 96331 27
leaf_count=6355 35 27 25 20 24 37 32 46 35 228 22 20 190 23 96331 27
internal_value=0 0.439295 -0.0716142 0.201558 -0.098814 0.144406 0.000651808 0.000855477 0.000616814 0.000335976 -0.208915 -0.343699 0.000885037 -0.277308 0.00146209 0.467936
internal_weight=0 168 141 116 96 72 103309 103277 103231 103169 270 248 102899 213 102686 62
internal_count=103477 168 141 116 96 72 103309 103277 103231 103169 270 248 102899 213 102686 62
cat_boundaries=0 6
cat_threshold=1073774848 536870912 4616 135405578 32 32
is_linear=0
shrinkage=0.01


Tree=373
num_leaves=15
num_cat=2
split_feature=2 12 6 0 22 1 26 3 22 11 25 24 12 22
split_gain=316299 2.24452e+06 642176 249278 135555 134617 189876 129389 132785 112737 119565 372911 157001 34707.9
threshold=883.10000000000014 85.888000000000019 255.31490000000005 131.25500000000002 524.87500000000011 7.8769000000000009 2022.5000000000002 1449.0631000000001 261.87000000000006 1439.8675000000001 0 1 1078.0535000000002 379.00000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 9 1 2 2
left_child=4 2 3 5 7 6 -2 8 9 10 11 -1 -12 -10
right_child=1 -3 -4 -5 -6 -7 -8 -9 13 -11 12 -13 -14 -15
leaf_value=0.11697193153856411 0.68789734295436322 3.0763052693119755 -1.7308481903076172 1.0306764713355474 -0.65010605335235594 -0.75005003179822649 -0.33956652502755857 0.53108714414679481 0.67106661203929363 -0.65807126652735937 -0.0025530681149944605 -0.033616194818061343 0.66732612282889237 0.19387367990281845
leaf_weight=3283 35 27 20 28 32 21 37 46 35 26 96544 3281 35 27
leaf_count=3283 35 27 20 28 32 21 37 46 35 26 96544 3281 35 27
internal_value=0 0.434902 -0.0708981 0.203474 0.000645339 -0.0455764 0.159895 0.000846972 0.000610696 0.000332666 0.000498635 0.0417642 -0.00231007 0.463257
internal_weight=0 168 141 121 103309 93 72 103277 103231 103169 103143 6564 96579 62
internal_count=103477 168 141 121 103309 93 72 103277 103231 103169 103143 6564 96579 62
cat_boundaries=0 6 7
cat_threshold=1073774848 0 4616 139599914 67108896 32 1145
is_linear=0
shrinkage=0.01


Tree=374
num_leaves=23
num_cat=2
split_feature=2 12 4 0 26 21 10 25 16 18 2 7 9 18 16 0 25 14 0 15 21 2
split_gain=310004 2.19985e+06 477926 486801 140220 135671 162258 129664 248954 229236 222060 429541 180647 86431.1 68543.9 61669.1 210129 90723.3 56787.6 7026.44 2511.11 906.164
threshold=883.10000000000014 85.888000000000019 223.58100000000002 131.25500000000002 2022.5000000000002 521.77697000000012 80.037750000000017 0 925.3130000000001 422.53750000000008 364.96250000000003 421.77600000000007 273.79200000000003 925.3130000000001 819.02500000000009 6.6497500000000009 1 920.44288200000017 60.451000000000001 9.2059100000000011 741.11500000000012 1439.8675000000001
decision_type=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 2 3 4 -2 7 20 8 9 10 12 -12 -1 14 15 17 -17 -9 -11 -16 -7 -6
right_child=1 -3 -4 -5 21 6 -8 13 -10 18 11 -13 -14 -15 19 16 -18 -19 -20 -21 -22 -23
leaf_value=0.025246548058447348 0.30285736436429234 3.0455421928123192 -1.3242815693616867 1.6193674240112303 -0.42740880024433142 -0.20628144479933241 -1.2045649058818817 -0.0052129148804407142 1.1050876618515362 -0.35985105500618614 0.54221882831578871 -0.88341465155283616 0.32973228738082583 0.62466220162131569 -0.27876332265359383 0.21524472023059488 0.010248905169409612 0.58558603066664472 -1.0477679672241211 -0.52606081724166875 -0.057950331497192378 -0.51430738300085066
leaf_weight=6367 46 27 25 20 30 21 20 84327 22 30 177 24 201 22 27 513 11467 26 20 20 25 20
leaf_count=6367 46 27 25 20 30 21 20 84327 22 30 177 24 201 22 27 513 11467 26 20 20 25 20
internal_value=0 0.430553 -0.0701891 0.200089 -0.0955935 0.000638967 -0.452606 0.000928711 0.0429649 0.0396012 0.0445844 0.371994 0.0345647 -0.00205856 -0.00220183 -0.00201556 0.0192153 -0.00503081 -0.635018 -0.383996 -0.125667 -0.462168
internal_weight=0 168 141 116 96 103309 66 103243 6841 6819 6769 201 6568 96402 96380 96333 11980 84353 50 47 46 50
internal_count=103477 168 141 116 96 103309 66 103243 6841 6819 6769 201 6568 96402 96380 96333 11980 84353 50 47 46 50
cat_boundaries=0 6 11
cat_threshold=1073774848 0 4616 139599914 67371040 32 67108864 536870912 536936448 0 16
is_linear=0
shrinkage=0.01


Tree=375
num_leaves=25
num_cat=6
split_feature=25 18 6 16 5 2 24 25 26 25 3 12 25 5 11 2 3 18 2 17 1 24 26 26
split_gain=234398 176696 586990 295869 932496 229539 136098 300924 308077 247275 392689 269088 237291 626678 247628 165019 137564 98967.7 107056 73047.7 66012.8 31062 6403.48 4511.15
threshold=0 151.03750000000005 543.52500000000009 925.3130000000001 11.043000000000001 512.13625000000013 1 2 2022.5000000000002 3 1449.0631000000001 890.55300000000011 4 448.18200000000007 620.32400000000007 1070.9310000000003 1077.3535000000002 1129.6950200000003 211.31080500000004 470.50715000000008 87.303500000000014 5 2022.5000000000002 2022.5000000000002
decision_type=9 2 2 2 2 2 1 9 2 9 2 2 9 2 2 2 2 2 2 2 2 1 2 2
left_child=21 3 5 6 -5 17 7 8 -2 10 11 -8 14 -14 -9 16 -11 18 19 -3 -20 23 -23 -1
right_child=1 2 -4 4 -6 -7 9 12 -10 15 -12 -13 13 -15 -16 -17 -18 -19 20 -21 -22 22 -24 -25
leaf_value=-0.17797805932851937 -0.021817334233498086 -0.087606984042046074 -1.7764898846366188 -0.47710416336059575 2.4198700074851511 -1.137692396867843 0.05285902626153989 -0.07885494804883425 1.0781859253937345 -0.00044323533746619181 -1.2819683712179011 1.0524771790151244 -0.010234051854822691 0.91745465892634981 -1.0767167127609252 -0.75462881843591567 0.68846576526247216 0.52979716741121741 -0.21581029510498048 0.45757345768121577 -0.97633475576128281 -0.40960820899819433 -0.30163548109824201 -0.050722900708516441
leaf_weight=52 49 449 22 25 20 21 10291 4746 53 58049 22 27 29248 73 25 29 29 26 25 26 21 106 114 60
leaf_count=52 49 449 22 25 20 21 10291 4746 53 58049 22 27 29248 73 25 29 29 26 25 26 21 106 114 60
internal_value=0 -0.0012293 -0.173791 -0.000237934 0.81044 -0.111714 -0.000593353 -0.0168822 0.500668 0.00754543 0.0525783 0.0554748 -0.0185771 -0.0079217 -0.0839079 -0.000475732 -9.92434e-05 -0.0723258 -0.102374 -0.0577655 -0.563006 -0.263459 -0.338282 -0.100805
internal_weight=0 103276 590 102686 45 568 102641 34194 102 68447 10340 10318 34092 29321 4771 58107 58078 547 521 475 46 332 220 112
internal_count=103608 103276 590 102686 45 568 102641 34194 102 68447 10340 10318 34092 29321 4771 58107 58078 547 521 475 46 332 220 112
cat_boundaries=0 4 5 9 15 21 22
cat_threshold=0 0 0 1179648 2248 1073741824 0 0 256 1081344 2684404352 4408 106963498 1342447664 1024 546340864 549634048 268435552 302055456 1074012208 1024 688
is_linear=0
shrinkage=0.01


Tree=376
num_leaves=24
num_cat=4
split_feature=25 18 6 16 5 2 9 6 2 25 11 2 4 25 18 2 4 8 1 25 10 26 26
split_gain=229734 173180 575308 289981 913939 224971 134025 154138 137707 556400 604804 296018 166666 166563 96998.2 104925 90639.4 69227 64719.1 19639.6 10822.1 6108.26 5044.49
threshold=0 151.03750000000005 543.52500000000009 925.3130000000001 11.043000000000001 512.13625000000013 893.92800000000011 44.937658000000006 114.45750000000002 1 316.3517500000001 749.57248000000016 521.79500000000019 2 1129.6950200000003 211.31080500000004 277.77250000000009 380.13250000000005 85.820000000000022 3 28.879500000000004 2022.5000000000002 2022.5000000000002
decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 9 2 2 2
left_child=19 3 5 6 -5 14 8 20 12 10 -10 -11 13 -2 15 16 -3 -14 -17 21 -8 -1 -21
right_child=1 2 -4 4 -6 -7 7 -9 9 11 -12 -13 17 -15 -16 18 -18 -19 -20 22 -22 -23 -24
leaf_value=-0.2425760368425019 0.067493476806702868 -0.086149365357972768 -1.7587249833887273 -0.47233311805725098 2.3956712591052058 -1.1263154613404047 -0.22774424001905655 -1.0942454176363738 0.3172086658791034 0.037566798272354415 2.0190504518422214 -0.42123002918535157 -0.3057589514949654 -0.0038333249001981312 0.52449920966075025 -0.19825344443321227 0.60168603277206423 0.26886855996173359 -0.94914643103426155 -0.47290239270528156 0.051825818061828621 -0.13377887253367574 -0.34574805523799013
leaf_weight=98 3379 455 22 25 20 21 45 23 411 1880 22 152 237 96449 26 24 20 23 22 60 20 109 65
leaf_count=98 3379 455 22 25 20 21 45 23 411 1880 22 152 237 96449 26 24 20 23 22 60 20 109 65
internal_value=0 -0.001217 -0.172053 -0.000235555 0.802335 -0.110597 -0.000587419 -0.390677 -0.000252686 0.0735864 0.394564 0.00323145 -0.00207122 -0.00141266 -0.0716025 -0.10135 -0.0571879 -0.254927 -0.557376 -0.260825 -0.141723 -0.176748 -0.37665
internal_weight=0 103276 590 102686 45 568 102641 88 102553 2465 433 2032 100088 99828 547 521 475 260 46 332 65 207 125
internal_count=103608 103276 590 102686 45 568 102641 88 102553 2465 433 2032 100088 99828 547 521 475 260 46 332 65 207 125
cat_boundaries=0 4 10 15 19
cat_threshold=0 0 0 1179648 128 128 520 32768 8208 12288 1074790400 536920064 4104 6291498 536871968 0 0 0 1048576
is_linear=0
shrinkage=0.01


Tree=377
num_leaves=19
num_cat=7
split_feature=25 7 12 12 2 9 24 25 4 25 2 25 25 0 24 26 26 6
split_gain=225162 189119 244305 521907 233733 154440 145756 343994 374489 319958 262982 750355 243454 72523.1 30677.5 6138.7 4340.24 45.9555
threshold=0 1107.8925000000002 1078.0535000000002 1392.9450000000004 75.339000000000013 1117.4100000000001 1 2 393.90000000000003 3 114.45750000000002 4 5 66.285000000000011 6 2022.5000000000002 2022.5000000000002 0.45700000000000007
decision_type=9 2 2 2 2 2 1 9 2 9 2 9 9 2 1 2 2 2
left_child=14 2 5 -4 17 6 7 8 -2 -9 12 -12 -8 -7 16 -16 -1 -3
right_child=1 4 3 -5 -6 13 10 9 -10 -11 11 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.17288664120894212 -0.093159556504271671 -0.15337512016296387 1.5937093904188699 -0.52135380694270128 -1.3619919408451426 -0.26408844539097376 0.10104746392368665 0.44529203500503151 -0.75297920893581427 -0.0092156312621388299 0.57238789633539333 0.031419208859775789 -0.00011486790264795686 -0.99572347450256349 -0.40221720821452595 -0.29650039723044946 -0.048065331141153973 -0.17164323965708417
leaf_weight=52 3819 40 28 20 22 42 2449 146 88 21741 301 1486 73053 20 106 114 60 21
leaf_count=52 3819 40 28 20 22 42 2449 146 88 21741 301 1486 73053 20 106 114 60 21
internal_value=0 -0.00120477 -0.000821109 0.712433 -0.478353 -0.00115303 -0.000852937 -0.0214316 -0.107745 -0.00598181 0.00601688 0.125918 0.00317982 -0.5001 -0.258217 -0.332331 -0.0973281 -0.159664
internal_weight=0 103276 103193 48 83 103145 103083 25794 3907 21887 77289 1787 75502 62 332 220 112 61
internal_count=103608 103276 103193 48 83 103145 103083 25794 3907 21887 77289 1787 75502 62 332 220 112 61
cat_boundaries=0 4 5 10 14 19 24 25
cat_threshold=0 0 0 1179648 2184 9469952 541212672 268436072 65824 286768 1073741824 0 0 2097152 1048576 128 520 32768 8196 1048576 536920064 4360 4194602 536887328 688
is_linear=0
shrinkage=0.01


Tree=378
num_leaves=19
num_cat=6
split_feature=25 7 12 12 9 8 24 25 25 25 3 5 9 6 26 24 26 26
split_gain=220683 185356 239442 511521 151368 187844 142848 373160 317622 246646 359482 222262 115314 79486.3 76502 30067 6016.54 4253.87
threshold=0 1107.8925000000002 1078.0535000000002 1392.9450000000004 1117.4100000000001 85.676200000000009 1 2 3 4 472.9221300000001 1083.8250000000003 43.649000000000008 54.76250000000001 2022.5000000000002 5 2022.5000000000002 2022.5000000000002
decision_type=9 2 2 2 2 2 1 9 9 9 2 2 2 2 2 1 2 2
left_child=15 2 4 -4 6 -6 7 14 -9 10 -8 -11 13 -3 -2 17 -17 -1
right_child=1 12 3 -5 5 -7 9 8 -10 11 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.17115778152759259 0.32750674067803148 -0.021311065429864925 1.5777722358703614 -0.51614027971029286 -0.1011669222901507 -1.2642037273588635 0.12559929388723068 -0.10870410154841942 -0.0092041550965475533 0.0023203623587342696 -0.67822437219452436 0.66926876983642569 -1.135110263824463 -0.78438605284690854 0.86480252355899456 -0.39819503568253423 -0.29353539742921525 -0.047584682623545323
leaf_weight=52 53 43 28 20 41 21 2325 3749 21939 74857 57 50 20 20 53 106 114 60
leaf_count=52 53 43 28 20 41 21 2325 3749 21939 74857 57 50 20 20 53 106 114 60
internal_value=0 -0.00119162 -0.000811792 0.705309 -0.0011404 -0.495099 -0.000843301 -0.0212156 -0.0237622 0.00595762 0.10592 0.00276518 -0.47357 -0.263557 0.544762 -0.255634 -0.329007 -0.0963548
internal_weight=0 103276 103193 48 103145 62 103083 25794 25688 77289 2382 74907 83 63 106 332 220 112
internal_count=103608 103276 103193 48 103145 62 103083 25794 25688 77289 2382 74907 83 63 106 332 220 112
cat_boundaries=0 4 5 8 13 18 19
cat_threshold=0 0 0 1179648 2184 1073741824 0 128 9469952 541212672 616 65824 286768 1048576 536920064 4104 4194600 16432 688
is_linear=0
shrinkage=0.01


Tree=379
num_leaves=16
num_cat=7
split_feature=25 7 12 12 2 9 8 24 25 25 2 25 25 24 6
split_gain=216291 181667 234677 501342 227613 148356 184106 140010 331820 309494 257761 735688 234259 29468.7 19.6152
threshold=0 1107.8925000000002 1078.0535000000002 1392.9450000000004 75.339000000000013 1117.4100000000001 85.676200000000009 1 2 3 114.45750000000002 4 5 6 0.45700000000000007
decision_type=9 2 2 2 2 2 2 1 9 9 2 9 9 1 2
left_child=13 2 5 -4 14 7 -7 8 -2 -10 12 -12 -9 -1 -3
right_child=1 4 3 -5 -6 6 -8 10 9 -11 11 -13 -14 -15 -16
leaf_value=-0.095391250672887576 0.43886950413386028 -0.15023600685596467 1.5619944844927107 -0.51097887277603149 -1.3408276423540983 -0.10015526143515983 -1.2515616580418178 0.099090944720010246 -0.10562376096658266 -0.0090442283252223695 0.56668747942547326 0.031033432502797581 -0.00014257917826398104 -0.32571735489886744 -0.16217097713833764
leaf_weight=112 146 40 28 20 22 41 21 2449 3907 21741 301 1486 73053 220 21
leaf_count=112 146 40 28 20 22 41 21 2449 3907 21741 301 1486 73053 220 21
internal_value=0 -0.00117982 -0.000803788 0.698256 -0.468834 -0.00112911 -0.490148 -0.000834982 -0.0210039 -0.0237918 0.00589805 0.124603 0.00308929 -0.253078 -0.154345
internal_weight=0 103276 103193 48 83 103145 62 103083 25794 25648 77289 1787 75502 332 61
internal_count=103608 103276 103193 48 83 103145 62 103083 25794 25648 77289 1787 75502 332 61
cat_boundaries=0 4 5 9 14 19 24 25
cat_threshold=0 0 0 1179648 2184 1073741824 0 0 2097152 9469952 541212672 268436072 65824 286768 1048576 128 520 32768 8196 1048576 536920064 4360 4194602 536887328 688
is_linear=0
shrinkage=0.01


Tree=380
num_leaves=30
num_cat=6
split_feature=0 15 8 3 25 24 25 3 24 25 0 19 12 1 10 9 12 25 4 8 8 0 26 26 0 11 1 4 26
split_gain=195779 847460 433634 217965 196266 186581 130673 278983 233827 513200 528028 153803 193253 146995 130780 477402 145018 113927 112079 903820 121174 75438.6 201031 55139.8 35244.4 27129.9 6983.06 7149.32 854.118
threshold=883.10000000000014 16.667500000000004 149.30750000000003 117.54253850000002 0 1 2 1449.0631000000001 3 4 31.574700000000004 172.13400000000001 1078.0535000000002 252.70150000000004 901.21050000000014 75.999300000000019 890.55300000000011 5 371.41875000000005 232.56050000000002 678.89998000000014 1438.4900000000002 2022.5000000000002 2022.5000000000002 1077.3535000000002 23.831250000000004 365.02500000000003 54.846500000000013 2022.5000000000002
decision_type=2 2 2 2 9 1 9 2 1 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 21 5 23 7 8 9 10 -6 12 -10 -13 16 -16 18 -11 20 -20 -8 22 24 -1 -2 -25 27 28 -7
right_child=1 -3 -4 -5 6 26 14 -9 11 17 -12 13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28 -29 -30
leaf_value=0.14606466517303929 1.0254146476018997 2.272608750343323 -1.2892851021289826 1.1314790678977966 0.50808862262146148 -0.37504268340344704 -0.0041625569845607823 1.1052797436714172 0.010267262352202348 -0.2074234427544086 -0.1952368946340349 -0.18422810771797277 0.99404132258892064 -1.1255275397073654 -0.29037681070963539 1.7042023134231568 -0.59870911278375771 0.054769949806588038 -0.062128863642140042 1.3745267072713601 -0.40363444027147793 -0.31211620748043062 -0.30070606259738697 -0.082347271843294143 0.43885448098182678 -0.48192007255554203 -0.54359785079956058 -0.55208369731903073 -0.3356092094956783
leaf_weight=132 21 20 20 25 510 106 87339 24 12512 174 135 79 20 21 30 20 41 1684 252 53 76 32 34 113 20 20 26 20 114
leaf_count=132 21 20 20 25 510 106 87339 24 12512 174 135 79 20 21 30 20 41 1684 252 53 76 32 34 113 20 20 26 20 114
internal_value=0 0.337515 0.082897 0.290803 -0.000144916 -0.190115 0.000853111 0.027956 0.0262661 0.114358 0.355371 0.00871339 0.0118373 -0.381901 -0.00382836 0.507455 -0.00412009 0.0292368 -0.00384218 0.187519 -0.00450986 0.0943839 0.267824 0.00122506 0.739288 -0.142433 -0.373874 -0.371065 -0.354609
internal_weight=0 172 152 132 103501 531 102970 15159 15135 2503 645 12632 12532 100 87811 50 87761 1858 87720 305 87415 107 75 265 41 133 266 240 220
internal_count=103673 172 152 132 103501 531 102970 15159 15135 2503 645 12632 12532 100 87811 50 87761 1858 87720 305 87415 107 75 265 41 133 266 240 220
cat_boundaries=0 4 5 11 12 18 23
cat_threshold=0 536870912 0 266 3219 1677755136 2151727264 285216768 108208160 537657376 1064 1032 1073774592 128 0 68157472 0 1024 0 0 0 196608 786432
is_linear=0
shrinkage=0.01


Tree=381
num_leaves=24
num_cat=2
split_feature=16 11 13 25 2 26 3 3 7 24 2 5 6 14 11 1 6 9 2 3 26 11 11
split_gain=203356 196471 192304 168989 728569 688380 279043 258908 260003 203755 196872 226486 568806 162301 138416 132433 157792 116436 73793.7 25961.9 25985 9039.82 1218.55
threshold=1107.6734000000001 675.38900000000001 237.51325000000003 0 1070.9310000000003 2022.5000000000002 514.39811750000013 365.67550000000006 126.38750000000002 1 1070.9310000000003 1083.8250000000003 7.8974010000000003 808.55215250000015 364.16800000000006 511.45025000000004 25.181000000000001 36.905775000000013 11.223500000000003 7.8873450000000007 2022.5000000000002 912.00000000000011 7.2369999999999992
decision_type=2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 4 6 -6 7 9 -9 -1 11 13 -13 14 -5 16 -8 18 21 20 -12 -3 -15
right_child=-2 2 -4 10 5 -7 15 8 -10 -11 19 12 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.10693751741925157 0.73181482666417164 -0.11367984274455478 -1.1974360989487689 -0.0027035321324923277 2.6450682640075684 0.084600541705176932 -0.17542946494143941 0.20913627561257811 1.4463218450546265 -0.012658546920917372 -0.67805814334324421 -0.14181654986213235 1.9835040087699889 -0.55117815384498015 0.2718294920545557 0.30549634466568631 -0.87354106770187134 0.30810114253651011 -0.88817649841308599 -0.84306708008050923 -0.20903937843110826 -0.32796134791109294 -0.65500234079360964
leaf_weight=2813 38 35 23 97163 21 21 69 49 26 2878 21 34 20 26 184 24 61 33 22 20 27 45 20
leaf_count=2813 38 35 23 97163 21 21 69 49 26 2878 21 34 20 26 184 24 61 33 22 20 27 45 20
internal_value=0 0.000142797 -0.352219 0.000680822 0.052318 1.36483 0.0430946 0.0543147 0.638027 0.0466222 -0.00248135 -0.00210626 0.645339 -0.00246524 -0.00218462 -0.377005 -0.503005 -0.208219 -0.375264 -0.540362 -0.414235 -0.234213 -0.596319
internal_weight=0 103635 158 103477 5962 42 5920 5766 75 5691 97515 97447 54 97393 97347 154 130 135 102 68 48 80 46
internal_count=103673 103635 158 103477 5962 42 5920 5766 75 5691 97515 97447 54 97393 97347 154 130 135 102 68 48 80 46
cat_boundaries=0 6 7
cat_threshold=1074823168 4227202 4096 6496288 32 32 1628
is_linear=0
shrinkage=0.01


Tree=382
num_leaves=22
num_cat=1
split_feature=16 11 12 25 2 5 2 0 0 8 9 14 5 2 10 10 14 12 4 26 11
split_gain=199309 192561 193882 166500 597806 958992 279618 212606 166149 162216 260306 223914 151630 514057 402467 148340 131796 117484 71121.1 25116.8 7358.21
threshold=1107.6734000000001 675.38900000000001 218.14250000000004 0 1070.9310000000003 0.80500000000000005 1070.9310000000003 1438.4900000000002 123.504 267.72500000000008 430.98750000000007 678.01075000000003 62.172000000000004 512.13625000000013 556.40500000000009 330.97750000000008 808.55215250000015 1078.0535000000002 44.95750000000001 2022.5000000000002 1092.2834
decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 4 7 -6 12 9 -4 11 -11 -1 16 14 -14 18 17 -5 20 -8 -3
right_child=-2 2 8 6 5 -7 19 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.027999018577850521 0.72449671594720144 -0.24353354903913679 -0.30586401700973509 -0.0064154741878009493 2.0373932845062681 -0.6936919360160827 -0.9841733607378873 0.93048250125004706 -1.594850133895874 -0.069614155627355609 -0.83880107726690911 0.74239379907196223 0.044153109540828163 1.5006161895751953 1.191086771565099 0.64010589289665221 -0.68048798988605375 0.74163773355029872 -0.79138441873633347 -0.54524595204740767 -0.04399116494438865
leaf_weight=15292 38 42 20 85244 36 20 22 26 20 259 53 44 2343 25 31 20 29 21 23 32 33
leaf_count=15292 38 42 20 85244 36 20 22 26 20 259 53 44 2343 25 31 20 29 21 23 32 33
internal_value=0 0.00014146 -0.348697 0.000674105 0.0306229 1.06201 -0.00469763 0.0269575 -0.950357 0.0254563 -0.200277 0.0300487 -0.00425519 0.0741517 0.0591299 -0.144744 -0.00646048 -0.00623124 -0.304918 -0.724068 -0.155735
internal_weight=0 103635 158 103477 15730 56 87747 15674 40 15648 312 15336 87693 2399 2374 118 85294 85265 98 54 75
internal_count=103673 103635 158 103477 15730 56 87747 15674 40 15648 312 15336 87693 2399 2374 118 85294 85265 98 54 75
cat_boundaries=0 6
cat_threshold=1678803712 2151727266 268439552 107159584 537395232 1064
is_linear=0
shrinkage=0.01


Tree=383
num_leaves=27
num_cat=3
split_feature=16 11 12 25 24 0 25 2 26 8 4 8 4 0 9 2 2 12 1 7 26 1 11 1 4 26
split_gain=195343 188729 190024 163847 236949 162842 157812 703509 674681 232817 232148 984911 260205 229793 199418 174356 132839 122941 75228.6 82223.4 31549.5 24467.5 11310.8 7887.9 6561.36 648.971
threshold=1107.6734000000001 675.38900000000001 218.14250000000004 0 1 123.504 2 1070.9310000000003 2022.5000000000002 4.8863000000000012 371.41875000000005 490.81062000000003 393.90000000000003 1077.3535000000002 792.15000000000009 1070.9310000000003 54.609000000000002 1078.0535000000002 73.550780000000017 31.919999999999998 2022.5000000000002 23.492960500000006 912.00000000000011 365.02500000000003 54.846500000000013 2022.5000000000002
decision_type=2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 18 4 16 -4 7 9 -9 13 15 12 -12 -5 -11 17 20 -8 19 22 -1 -17 -3 24 25 -6
right_child=-2 2 5 6 23 -7 10 8 -10 14 11 -13 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.22591468503652526 0.71725171591106218 -0.23886111371857779 -0.30280538192391399 0.062464341028744236 -0.37488410419887969 -1.5789016323089602 -0.0023223978543009112 2.6086476934523808 0.073784757795787997 -0.088570016221557232 0.94193105557385604 2.2087483286857608 0.01948756463433567 0.9708784069333759 -1.0537772135301071 -0.39484227595790744 -0.71709290004911874 0.64887696825224783 0.41562168550491335 -0.81201363745189858 -0.0038915507268097445 -0.83089692820202221 0.0045464159548282623 -0.55315200240523732 -0.54642740464210515 -0.34067632390741714
leaf_weight=121 38 35 20 5078 108 20 96542 21 21 792 34 24 304 28 22 31 21 29 20 21 118 22 42 27 20 114
leaf_count=121 38 35 20 5078 108 20 96542 21 21 792 34 24 304 28 22 31 21 29 20 21 118 22 42 27 20 114
internal_value=0 0.000140046 -0.34521 0.000667364 -0.17323 -0.940854 0.00157761 0.05147 1.34122 0.0424068 -0.00149441 0.25127 0.112278 0.0674459 -0.114657 -0.00244154 0.0437686 -0.00212684 -0.143297 -0.257362 0.112454 -0.575846 -0.106093 -0.377019 -0.372947 -0.357318
internal_weight=0 103635 158 103477 529 40 102948 5962 42 5920 96986 362 338 5106 814 96624 260 96571 118 98 239 53 77 269 242 222
internal_count=103673 103635 158 103477 529 40 102948 5962 42 5920 96986 362 338 5106 814 96624 260 96571 118 98 239 53 77 269 242 222
cat_boundaries=0 4 5 11
cat_threshold=0 536870912 0 266 3219 1074823168 4227202 4096 6496288 32 32
is_linear=0
shrinkage=0.01


Tree=384
num_leaves=22
num_cat=1
split_feature=16 11 12 25 2 5 2 0 0 8 6 14 5 2 10 10 6 14 12 26 11
split_gain=191456 184973 186242 161195 576037 941325 270416 205535 159602 157619 407311 219521 148042 502036 393803 145059 136969 129332 113511 24302 23161.4
threshold=1107.6734000000001 675.38900000000001 218.14250000000004 0 1070.9310000000003 0.80500000000000005 1070.9310000000003 1438.4900000000002 123.504 267.72500000000008 543.52500000000009 678.01075000000003 62.172000000000004 512.13625000000013 556.40500000000009 330.97750000000008 45.863900000000008 808.55215250000015 1078.0535000000002 2022.5000000000002 912.00000000000011
decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 4 7 -6 12 9 -4 11 -11 -1 17 14 -14 16 20 18 -5 -8 -3
right_child=-2 2 8 6 5 -7 19 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0275519058745505 0.71007918307655749 -0.28312968151436912 -0.29977732509374622 -0.0063227331742135434 2.0089199931091732 -0.69689138054847721 -0.96790995164351035 0.91490403248713559 -1.5631126346588136 -0.060893171257151789 -1.1534068754086129 0.73490441414442931 0.043624189705295767 1.4829712558746337 1.1781460860467727 0.63425670194625849 -0.99510897002436893 -0.67406561752845506 0.72897467828932261 -0.53616059420630335 0.066499502569437027
leaf_weight=15292 38 36 20 85244 36 20 22 26 20 273 39 44 2343 25 31 20 22 29 21 32 40
leaf_count=15292 38 36 20 85244 36 20 22 26 20 273 39 44 2343 25 31 20 22 29 21 32 40
internal_value=0 0.000138645 -0.341758 0.00066069 0.0301286 1.04256 -0.00462479 0.0265306 -0.931445 0.0250545 -0.197457 0.0295813 -0.00418969 0.073284 0.0584389 -0.141864 -0.300256 -0.00636873 -0.00614164 -0.712058 -0.0991143
internal_weight=0 103635 158 103477 15730 56 87747 15674 40 15648 312 15336 87693 2399 2374 118 98 85294 85265 54 76
internal_count=103673 103635 158 103477 15730 56 87747 15674 40 15648 312 15336 87693 2399 2374 118 98 85294 85265 54 76
cat_boundaries=0 6
cat_threshold=1678803712 2151727266 268439552 107159584 537395232 1064
is_linear=0
shrinkage=0.01


Tree=385
num_leaves=22
num_cat=2
split_feature=3 5 6 2 1 10 7 2 5 5 3 16 25 26 3 5 25 17 3 2 5
split_gain=199404 204874 877718 160450 339316 396018 291099 212926 250073 384113 363036 191696 192168 187599 123350 142362 114504 86713.3 84307.7 76599.4 23180.3
threshold=1449.0631000000001 1083.8250000000003 264.52500000000003 658.86750000000018 596.10500000000013 228.79300000000003 194.48100000000002 472.9221300000001 522.5150000000001 152.88900000000004 180.91300000000004 362.00600000000003 0 2022.5000000000002 50.155000000000008 166.07175000000004 1 423.27250000000009 11.413000000000002 1070.9310000000003 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2
left_child=1 3 18 7 5 6 19 11 9 10 -9 12 13 -1 17 -16 -14 -13 20 -5 -3
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 -12 14 16 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.030258423067488761 0.64575284600257876 -0.53077812021428894 2.3245372428894044 -0.18889106968615918 0.78421828951154438 -1.5695504978179933 0.77481453265249733 0.49012616665382697 -0.73019528722763061 1.5721363333555369 -0.77150326775653033 -0.21667468609106849 0.055780911107180392 0.87567507817195012 -0.21732554698362946 -1.2033027788003285 -0.0011384494567701629 0.47472606223821645 0.48114910757541657 -0.61429491854333262 -0.0857089096069336
leaf_weight=53 48 22 20 94 28 25 25 123 20 26 28 195 3655 52 32 27 99087 20 20 77 25
leaf_count=53 48 22 20 94 28 25 25 123 20 26 28 195 3655 52 32 27 99087 20 20 77 25
internal_value=0 0.00106933 0.486137 0.000661857 -0.252879 -0.384275 -0.233092 0.0012729 0.329721 0.449486 0.256182 0.000645439 0.00134918 0.409903 -0.263506 -0.668535 0.000891663 -0.152358 -0.0626397 -0.380447 -0.294039
internal_weight=0 103654 87 103567 249 221 196 103318 197 177 151 103121 102847 105 274 59 102742 215 67 171 47
internal_count=103702 103654 87 103567 249 221 196 103318 197 177 151 103121 102847 105 274 59 102742 215 67 171 47
cat_boundaries=0 5 9
cat_threshold=0 0 4096 134217728 32 1073774592 536920064 0 5374248
is_linear=0
shrinkage=0.01


Tree=386
num_leaves=30
num_cat=1
split_feature=18 6 15 5 8 18 1 4 4 13 1 2 11 5 12 5 24 2 7 2 7 4 7 6 5 5 14 5 14
split_gain=212468 329938 249823 1.30293e+06 279392 319681 261959 173442 159691 339390 171293 589133 418674 629790 236330 168869 739282 175278 101010 145450 99795.1 91340.7 88251 87021.7 169163 43914.3 42777.7 31836.5 11564.4
threshold=524.50200000000007 96.060000000000016 230.33500000000004 678.89998000000014 166.61000000000004 44.841487500000007 130.14450000000002 393.90000000000003 672.57974000000002 217.51750000000004 469.21250000000003 883.10000000000014 57.371500000000012 4.4342985000000015 1078.0535000000002 392.81250000000006 0 1070.9310000000003 221.43500000000003 2.5072500000000004 156.52200000000002 891.77550000000008 52.69700000000001 26.112000000000005 86.266250000000028 7.7340000000000009 217.21993000000001 13.08825 20.706000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 8 4 7 6 22 23 10 18 14 12 13 -12 15 17 -17 -1 19 27 -14 -21 -6 26 -25 28 -4 -10 -2
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 11 -13 20 -15 -16 16 -18 -19 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.00032435520902577241 -0.14875002868865667 -1.377299738270896 0.015084308181874086 2.6622165820712134 0.99451882696151728 -0.45973310441488308 1.7930885744094849 -0.8597063116593795 -0.13115697881677649 -1.3633283569335939 0.020931444085135902 1.8744957474470139 -1.0787495145490094 1.0227597860395909 0.78893311174292313 0.87740038790254515 -0.04459032019092278 -0.47761507318391433 -0.6533852563365814 0.881332313703454 -0.19810571811415933 0.030832518850054062 0.10330680017471315 0.59552753309103157 -0.35887050495697898 0.29221197867393495 -0.34980913355543808 -0.51163853595996733 -0.44582681155204773
leaf_weight=101856 38 28 244 21 20 21 24 22 91 25 291 20 31 80 38 107 342 77 31 23 22 28 25 65 26 20 37 29 20
leaf_count=101856 38 28 244 21 20 21 24 22 91 25 291 20 31 80 38 107 342 77 31 23 22 28 25 65 26 20 37 29 20
internal_value=0 -0.446124 0.00181197 0.223687 0.117883 0.620586 0.949379 0.00305267 0.000725095 -0.264216 0.00130977 0.197302 0.118189 0.236959 0.000460121 0.000167472 0.193675 -0.0006849 -0.128187 -0.0329757 -0.713199 0.414391 0.499401 0.054076 0.322842 -0.111856 -0.0329622 -0.223107 -0.25119
internal_weight=0 106 103596 505 484 90 69 394 103091 227 102864 444 424 371 102420 102382 449 101933 202 171 53 51 45 372 91 78 281 120 58
internal_count=103702 106 103596 505 484 90 69 394 103091 227 102864 444 424 371 102420 102382 449 101933 202 171 53 51 45 372 91 78 281 120 58
cat_boundaries=0 1
cat_threshold=1088
is_linear=0
shrinkage=0.01


Tree=387
num_leaves=21
num_cat=1
split_feature=0 15 26 8 12 12 5 3 25 8 2 2 0 6 8 3 0 0 2 0
split_gain=234303 726850 516915 173497 171044 147353 123040 516897 348477 1.18646e+06 328505 418301 288473 210973 188253 122751 115076 102579 57317.8 15802.8
threshold=883.10000000000014 16.667500000000004 2022.5000000000002 8.491200000000001 1392.9450000000004 1078.0535000000002 26.770100000000003 1077.3535000000002 0 239.43773250000004 542.8678000000001 472.9221300000001 468.98000000000008 123.18250000000002 1468.3681000000001 272.24748000000005 1438.4900000000002 1438.4900000000002 512.13625000000013 1077.3535000000002
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 16 17 5 6 10 8 9 -8 11 14 -10 15 -1 -12 19 -4 -13 -2
right_child=1 -3 3 -5 -6 -7 7 -9 12 -11 13 18 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0018398105823046232 1.1265975118566443 2.159160475730896 -0.50960200704847058 -1.2487897305488587 -0.73027628920972354 0.80126800620037575 0.15162445167894784 1.6100717826116653 0.018707239644177677 2.0098727173275419 -0.34494469385432164 0.55838750619154709 -0.58257391117237234 -1.1581207224527996 0.92330242503773086 0.44541857806119056 0.15683639526367188 0.35009306534476897 1.1645408377280602 0.78752848991325919
leaf_weight=96909 27 20 35 20 32 23 754 21 5343 36 184 39 81 30 22 22 27 23 26 28
leaf_count=96909 27 20 35 20 32 23 754 21 5343 36 184 39 81 30 22 22 27 23 26 28
internal_value=0 0.361817 0.137149 -0.445637 0.00071459 0.000940618 0.000762711 0.0438262 0.0385331 0.23335 -0.00199873 -0.00109207 0.00971003 -0.374637 -0.00162984 -0.260537 0.691506 -0.168688 0.800849 0.953981
internal_weight=0 180 160 78 103522 103490 103467 6235 6214 790 97232 96996 5424 236 96931 206 82 58 65 55
internal_count=103702 180 160 78 103522 103490 103467 6235 6214 790 97232 96996 5424 236 96931 206 82 58 65 55
cat_boundaries=0 6
cat_threshold=278528 0 640 98306 268435456 4096
is_linear=0
shrinkage=0.01


Tree=388
num_leaves=22
num_cat=1
split_feature=0 7 8 2 26 12 12 1 9 24 3 0 2 2 11 7 11 3 8 0 0
split_gain=229640 794376 848992 653844 234557 167640 144421 136410 560492 437190 489173 248097 209372 422651 299493 271442 289936 160474 85222 80917.3 36243.5
threshold=883.10000000000014 361.43000000000006 149.30750000000003 211.31080500000004 2022.5000000000002 1392.9450000000004 1078.0535000000002 469.21250000000003 553.21400000000006 0 8.0935000000000006 538.27200000000016 542.8678000000001 472.9221300000001 22.152000000000005 108.77100000000002 13.550500000000001 1449.0631000000001 95.715060000000008 1438.4900000000002 1438.4900000000002
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=5 2 3 4 19 6 7 12 9 10 -9 -11 13 17 -15 18 -17 -1 -14 -2 -6
right_child=1 -3 -4 -5 20 -7 -8 8 -10 11 -12 -13 15 14 -16 16 -18 -19 -20 -21 -22
leaf_value=-9.6901263160259629e-05 0.7926660177765823 2.2371773030757907 -1.8039359321594239 2.0254590401763006 -0.55639234624590195 -0.72297352775931356 0.79325531835141394 1.0496904657000588 1.5965051482273982 -0.035225569605827331 -0.26178278102431185 -1.0909491936365765 -0.34225518468679961 0.37707456168006448 1.7691578853130341 1.2948254687356808 -0.22699090496186286 0.67714181327819833 -0.93861687236362035 0.040891170501708984 -0.030900891848972867
leaf_weight=102568 41 20 20 21 35 32 23 84 26 307 43 24 213 68 20 21 31 35 27 22 21
leaf_count=102568 41 20 20 21 35 32 23 84 26 307 43 24 213 68 20 21 31 35 27 22 21
internal_value=0 0.358198 0.123326 0.398649 0.111565 0.000707444 0.000931212 0.000755084 0.168243 0.0871622 0.56144 -0.108496 -3.20749e-05 0.000728255 0.693457 -0.267426 0.387589 0.000134119 -0.409346 0.530141 -0.359333
internal_weight=0 180 160 140 119 103522 103490 103467 484 458 127 331 102983 102691 88 292 52 102603 240 63 56
internal_count=103702 180 160 140 119 103522 103490 103467 484 458 127 331 102983 102691 88 292 52 102603 240 63 56
cat_boundaries=0 1
cat_threshold=1283
is_linear=0
shrinkage=0.01


Tree=389
num_leaves=22
num_cat=1
split_feature=0 7 8 2 12 12 1 9 24 6 0 2 2 10 7 10 6 1 1 0 0
split_gain=225071 778568 832097 640832 164304 141547 133696 549338 428490 280271 243160 205206 414240 517173 266040 386477 314426 144708 13945 56440.8 28275.6
threshold=883.10000000000014 361.43000000000006 149.30750000000003 211.31080500000004 1392.9450000000004 1078.0535000000002 469.21250000000003 553.21400000000006 0 68.153000000000006 538.27200000000016 542.8678000000001 472.9221300000001 37.952000000000005 108.77100000000002 58.810000000000009 2.5580000000000003 383.83325000000008 169.65250000000003 1077.3535000000002 1438.4900000000002
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 18 5 6 11 8 9 -8 -10 12 17 -14 16 -16 -13 -1 19 -2 -21
right_child=1 -3 -4 -5 -6 -7 7 -9 10 -11 -12 14 13 -15 15 -17 -18 -19 -20 20 -22
leaf_value=0.00057644497145735603 -0.36029494762420655 2.2148055539131164 -1.7858966140747072 2.0052044546746073 -0.71574379585683345 0.78532276651133659 0.87223863501297805 1.5805400980435886 -0.034873311803084631 -0.20982821553945541 -1.0800397221247355 -0.24095931174617316 0.25733350070554822 2.0558400340307328 1.2132737897502051 -0.51221286582946779 -1.2026750676224871 -0.31775643041917495 0.35129479670524594 0.37848905700445173 -0.010710863930838447
leaf_weight=102460 24 20 20 21 32 23 95 26 307 32 24 199 67 21 27 25 41 143 20 40 35
leaf_count=102460 24 20 20 21 32 23 95 26 307 32 24 199 67 21 27 25 41 143 20 40 35
internal_value=0 0.354617 0.122093 0.394663 0.000700369 0.0009219 0.000747533 0.16656 0.0862906 0.555826 -0.107411 -3.17542e-05 0.000720972 0.686523 -0.264752 0.383713 -0.405252 0.000132778 0.11045 0.061794 0.196862
internal_weight=0 180 160 140 103522 103490 103467 484 458 127 331 102983 102691 88 292 52 240 102603 119 99 75
internal_count=103702 180 160 140 103522 103490 103467 484 458 127 331 102983 102691 88 292 52 240 102603 119 99 75
cat_boundaries=0 1
cat_threshold=1283
is_linear=0
shrinkage=0.01


Tree=390
num_leaves=23
num_cat=6
split_feature=18 22 22 1 24 9 25 13 10 12 25 2 3 25 24 0 2 2 26 3 25 0
split_gain=244876 230375 449537 191475 520050 1.76024e+06 299197 404342 312381 220155 246932 154313 140191 154937 233744 199459 842152 198689 100944 77252.1 67566 20751.4
threshold=925.3130000000001 521.77697000000012 674.74319250000019 205.14500000000004 0 367.7580000000001 1 383.61250000000007 400.0485000000001 225.6585 2 364.96250000000003 1077.3535000000002 3 4 883.10000000000014 211.31080500000004 1070.9310000000003 2022.5000000000002 1449.0631000000001 5 10.285450000000003
decision_type=2 2 2 2 1 2 9 2 2 2 9 2 2 9 1 2 2 2 2 2 9 2
left_child=1 3 -3 12 5 9 7 8 -6 10 -5 20 13 14 18 17 -17 -15 -1 -14 -8 -16
right_child=-2 2 -4 4 6 -7 11 -9 -10 -11 -12 -13 19 15 21 16 -18 -19 -20 -21 -22 -23
leaf_value=0.55999554466782953 -0.82516930725839399 1.7304825973510742 -0.3150009859175909 0.65146830706092407 0.13556457994588181 2.5217066649368833 0.057784286997535017 -1.0146504194160988 1.1893107827504477 -0.6239428669611613 0.12890833041272826 -0.88381589354890766 -0.71844092005775084 -0.0011443386867074825 -0.246970560191517 0.032612128887536389 2.2245814559573218 -0.57677049944798153 -0.065999613619865255 -0.077234327091890223 -0.24075296939333524 -0.57596763086318969
leaf_weight=57 36 22 21 113 452 35 100 29 30 30 409 33 42 101089 463 106 21 60 47 34 316 20
leaf_count=57 36 22 21 113 452 35 100 29 30 30 409 33 42 101089 463 106 21 60 47 34 316 20
internal_value=0 -0.000276134 0.731525 -0.000580209 0.109838 0.34118 -0.0348098 0.129615 0.20115 0.209103 0.256979 -0.220687 -0.00225588 -0.00193556 -0.162561 -0.000988421 0.395064 -0.00148579 0.252787 -0.431585 -0.173387 -0.255308
internal_weight=0 103529 43 103486 1547 587 960 511 482 552 522 449 101939 101863 587 101276 127 101149 104 76 416 483
internal_count=103565 103529 43 103486 1547 587 960 511 482 552 522 449 101939 101863 587 101276 127 101149 104 76 416 483
cat_boundaries=0 1 7 10 15 16 22
cat_threshold=327 1082368 16384 66112 35651584 68 8192 1048576 0 552 1073741824 0 4096 4194568 262144 2304 65536 48 32 0 0 4096
is_linear=0
shrinkage=0.01


Tree=391
num_leaves=22
num_cat=6
split_feature=11 10 18 25 24 12 14 0 5 5 11 11 7 25 25 24 16 12 26 25 5
split_gain=315087 1.33866e+06 239369 147272 295228 371644 266762 228223 593260 200961 160851 434497 151856 142714 131456 220442 102399 94327.5 55218 18840.8 8015.54
threshold=1092.2834 77.165362500000015 925.3130000000001 0 1 792.15000000000009 678.01075000000003 507.82280000000009 4.4342985000000015 1083.8250000000003 261.58250000000004 228.02500000000001 361.43000000000006 2 3 4 819.02500000000009 483.25025000000005 2022.5000000000002 5 1449.0631000000001
decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 9 9 1 2 2 2 9 2
left_child=2 -2 3 4 6 10 7 13 -9 14 11 -6 -12 -1 15 18 17 -16 -5 -17 -11
right_child=1 -3 -4 9 5 -7 -8 8 -10 20 12 -13 -14 -15 16 19 -18 -19 -20 -21 -22
leaf_value=-0.13734143983100672 -0.31671208649146848 2.8389647030830383 -0.82782977022443505 0.42755557638699893 0.091164264731411288 1.3100251976013184 1.0908057035399334 1.059296380075915 -0.63681642055511478 0.74660525472075845 -0.414562241561241 1.5331142529987154 0.39811631794633534 0.0020727262323142277 -0.0029809012685327965 -0.37631424562848032 -0.50942821049690246 -0.26461495585415673 -0.023233939871496086 -0.1772684276603653 0.49256325431492015
leaf_weight=1229 41 20 35 61 4266 25 21 58 32 27 111 21 29 1811 95180 191 40 138 49 157 23
leaf_count=1229 41 20 35 61 4266 25 21 58 32 27 111 21 29 1811 95180 191 40 138 49 157 23
internal_value=0 0.717936 -0.000980111 -0.000700416 0.0416338 0.0939896 -0.0324023 -0.0400417 0.456234 -0.0040618 0.0873348 0.0982277 -0.246222 -0.0547341 -0.00439297 -0.171582 -0.0035716 -0.00335969 0.207854 -0.293975 0.629746
internal_weight=0 61 103504 103469 7603 4452 3151 3130 90 95866 4427 4287 140 3040 95816 458 95358 95318 110 348 50
internal_count=103565 61 103504 103469 7603 4452 3151 3130 90 95866 4427 4287 140 3040 95816 458 95358 95318 110 348 50
cat_boundaries=0 6 7 12 17 18 19
cat_threshold=269516928 49154 8 70418434 537133104 32 2442 32768 0 8 131072 32 1073741824 0 4112 138412296 1073741824 2305 1073741824
is_linear=0
shrinkage=0.01


Tree=392
num_leaves=23
num_cat=5
split_feature=11 18 12 25 24 12 14 0 5 2 5 11 11 7 25 24 2 12 1 26 25 5
split_gain=308817 234605 186929 144334 289372 364248 261455 223685 581454 203690 196962 157650 425851 148834 129024 216185 112866 97233.8 77267.5 54119.2 18477 7856.03
threshold=1092.2834 925.3130000000001 21.861000000000001 0 1 792.15000000000009 678.01075000000003 507.82280000000009 4.4342985000000015 542.8678000000001 1083.8250000000003 261.58250000000004 228.02500000000001 361.43000000000006 2 3 1070.9310000000003 483.25025000000005 9.2110000000000021 2022.5000000000002 4 1449.0631000000001
decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9 2
left_child=1 3 -2 4 6 11 7 9 -9 -1 14 12 -6 -13 15 19 17 -16 -18 -5 -17 -12
right_child=2 -3 -4 10 5 -7 -8 8 -10 -11 21 13 -14 -15 16 20 18 -19 -20 -21 -22 -23
leaf_value=-0.041624553024844087 0.32412548925818468 -0.81955146993909567 1.5033506142497064 0.42327997895537828 0.090252620852519616 1.2969249328613282 1.0798976136389233 1.0487033837417077 -0.6304482412338257 -0.58737569374697551 0.73913920685097023 -0.41041662228000059 1.5177831204732259 0.39413514005726785 -0.0028936694096212794 -0.37273832478036928 -0.76212643616127251 -0.26757192268806829 0.025580155849456786 -0.02300160904319919 -0.17560189501254145 0.48763763676518979
leaf_weight=2970 41 35 20 61 4266 25 21 58 32 70 27 111 21 29 95166 191 33 139 20 49 157 23
leaf_count=2970 41 35 20 61 4266 25 21 58 32 70 27 111 21 29 95166 191 33 139 20 49 157 23
internal_value=0 -0.000970975 0.710757 -0.000694077 0.0412157 0.0930497 -0.0320825 -0.0396456 0.451672 -0.0541912 -0.00402176 0.0864614 0.0972454 -0.243759 -0.00434962 -0.169985 -0.00353588 -0.0032797 -0.464879 0.205775 -0.29119 0.623448
internal_weight=0 103504 61 103469 7603 4452 3151 3130 90 3040 95866 4427 4287 140 95816 458 95358 95305 53 110 348 50
internal_count=103565 103504 61 103469 7603 4452 3151 3130 90 3040 95866 4427 4287 140 95816 458 95358 95305 53 110 348 50
cat_boundaries=0 6 7 12 13 14
cat_threshold=269516928 49154 8 70418434 537133104 32 2442 1073741824 0 4112 138412296 1073741824 2305 1073741824
is_linear=0
shrinkage=0.01


Tree=393
num_leaves=28
num_cat=8
split_feature=22 21 16 1 24 13 25 26 25 10 0 0 7 25 24 22 1 0 25 24 5 4 5 26 5 0 24
split_gain=164730 682958 170410 166791 538234 402342 386706 373341 334932 747379 313959 283174 215917 166511 233560 144966 118248 117670 97230.6 264427 296178 271826 132420 97192.1 92743 23409.2 15332.9
threshold=343.16750000000008 9.2655000000000012 1107.6734000000001 205.14500000000004 0 383.61250000000007 1 2022.5000000000002 2 130.02000000000001 5.423635 27.110060000000001 8.0632500000000018 3 4 521.77697000000012 884.13250000000005 242.5325 5 6 552.55750000000012 891.77550000000008 1083.8250000000003 2022.5000000000002 421.77600000000007 10.480500000000001 7
decision_type=2 2 2 2 1 2 9 2 9 2 2 2 2 9 1 2 2 2 9 1 2 2 2 2 2 2 1
left_child=2 15 3 13 8 6 7 -6 9 12 16 -12 -5 14 23 -2 -10 -8 19 20 -15 -21 24 -1 -20 26 -16
right_child=1 -3 -4 4 5 -7 17 -9 10 -11 11 -13 -14 18 25 -17 -18 -19 22 21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.54932385996768351 0.55473382082852452 -0.87386124954223632 0.70695827428032376 0.75996335681055627 0.49493235388437212 -1.0681102381525813 -0.13047859876134277 -0.11090787930566758 0.06498803291830324 2.5872628298259919 1.6450422620773315 0.39042293890644725 -0.39428317880346664 0.080081775223474663 -0.12290135481678847 1.6482821425685177 -0.62057430854865481 -0.5745028771634848 -0.0047268346975737289 -0.011357625114180618 0.91431059926055203 -1.100634120858234 0.57029987061023713 -0.064927103570167052 -0.22248745816094534 -0.60010171604156504 -0.28807124106026655
leaf_weight=57 22 25 34 71 229 37 442 183 248 21 20 179 21 4141 131 27 28 69 91052 5820 43 23 40 47 196 20 339
leaf_count=57 22 25 34 71 229 37 442 183 248 21 20 179 21 4141 131 27 28 69 91052 5820 43 23 40 47 196 20 339
internal_value=0 0.471098 -0.000884022 -0.00111665 0.101905 -0.0451432 -0.004625 0.220482 0.337019 0.813089 0.209335 0.516515 0.496494 -0.00268154 -0.168225 1.1573 -0.00456177 -0.18678 -0.0016942 0.0278488 0.088444 -0.0156187 -0.00494187 0.247894 -0.00519458 -0.259736 -0.250779
internal_weight=0 74 103491 103457 1548 960 923 412 588 113 475 199 92 101909 594 49 276 511 101315 10027 4184 5843 91288 104 91248 490 470
internal_count=103565 74 103491 103457 1548 960 923 412 588 113 475 199 92 101909 594 49 276 511 101315 10027 4184 5843 91288 104 91248 490 470
cat_boundaries=0 1 7 10 15 16 22 23 24
cat_threshold=327 1082368 16384 65600 35651584 68 8192 1048576 16384 520 1073741824 0 4096 4194568 262144 2304 809549952 2147533314 10 70418466 536870962 1056 1648 161
is_linear=0
shrinkage=0.01


Tree=394
num_leaves=23
num_cat=5
split_feature=11 4 18 25 24 12 4 15 14 0 0 8 2 4 0 25 24 4 4 26 0 25
split_gain=301813 1.13991e+06 228932 139298 281000 356839 257975 285608 256537 223848 218564 374278 199878 149723 902256 122097 218934 88541.1 177402 45391.7 33774.2 17897.9
threshold=1092.2834 3.2712500000000007 925.3130000000001 0 1 792.15000000000009 547.82000000000005 57.371500000000012 678.01075000000003 883.10000000000014 507.82280000000009 59.387000000000008 542.8678000000001 1085.2750000000003 10.050250000000004 2 3 672.57974000000002 606.76150000000018 2022.5000000000002 42.606994000000007 4
decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 9
left_child=2 -2 3 4 8 6 9 -8 10 -6 12 -12 -1 15 -15 16 19 18 -17 -5 -19 -18
right_child=1 -3 -4 13 5 -7 7 -9 -10 -11 11 -13 -14 14 -16 17 21 20 -20 -21 -22 -23
leaf_value=-0.041161122433264252 -0.25210242725000148 2.6599055266380311 -0.80957905524117613 0.41622672299869728 0.089111329984073312 1.2831356276512145 -0.74598370334080288 0.60902683734893803 1.0697323218981425 0.84066256821155549 0.84636347873394302 -0.59340127258300779 -0.58178086618014746 -0.5862947461009026 1.9786514870325724 -0.003393745870981063 -0.36636594425333607 -0.21772082393452274 0.89469315377148717 0.0027165476819302177 -0.69323703873157505 -0.1726103785509121
leaf_weight=2970 41 20 35 61 4297 25 70 20 21 40 65 25 70 32 24 95252 192 59 22 47 20 157
leaf_count=2970 41 20 35 61 4297 25 70 20 21 40 65 25 70 32 24 95252 192 59 22 47 20 157
internal_value=0 0.702654 -0.000956135 -0.000682606 0.0404897 0.0915683 0.0850462 -0.44487 -0.03174 0.0960429 -0.0392315 0.446429 -0.0536096 -0.00395173 0.512968 -0.00425428 -0.165555 -0.00346348 -0.00318637 0.21625 -0.338105 -0.28644
internal_weight=0 61 103504 103469 7603 4452 4427 90 3151 4337 3130 90 3040 95866 56 95810 457 95353 95274 108 79 349
internal_count=103565 61 103504 103469 7603 4452 4427 90 3151 4337 3130 90 3040 95866 56 95810 457 95353 95274 108 79 349
cat_boundaries=0 6 7 12 13 14
cat_threshold=269516928 49154 8 70418434 537133104 32 2442 1073741824 0 4112 138412296 1073741824 2305 1073741824
is_linear=0
shrinkage=0.01


Tree=395
num_leaves=21
num_cat=1
split_feature=11 2 3 1 2 24 1 5 14 5 6 1 8 2 6 10 0 3 11 26
split_gain=253512 976132 142535 118040 306329 102815 229493 475169 587069 278885 1.03604e+06 229341 304856 176049 156330 155757 714607 151011 56203.3 5981.47
threshold=1092.2834 16.299000000000003 1449.0631000000001 1439.8675000000001 10.852000000000002 0 205.14500000000004 779.2410000000001 427.34070000000003 616.44275000000005 255.31490000000005 383.83325000000008 218.21600000000004 1070.9310000000003 288.21750000000009 485.19100000000009 72.999000000000009 439.62900000000008 1439.8675000000001 2022.5000000000002
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 3 5 -5 11 9 8 -8 13 -11 15 14 -7 -13 17 -17 -1 -2 -4
right_child=1 -3 19 4 -6 6 7 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.015008384800543407 0.15418036981062455 2.4612024915218353 0.67672874021530149 0.15917314922108369 -1.3164071353276572 0.003155271482103227 0.1532989103950346 -1.1333799048832485 1.8834810410737992 0.098305601576964052 2.5566782264709476 -0.29351657857065616 -1.2052542520250593 -0.59643939650788602 0.65249102592468267 -0.1199290951093038 2.0627408428192138 -0.513154091756852 -0.56061973926695918 0.45030056204114643
leaf_weight=25601 22 20 20 34 24 76265 1009 28 20 120 20 138 35 49 20 60 20 61 22 28
leaf_count=25601 22 20 20 34 24 76265 1009 28 20 120 20 138 35 49 20 60 20 61 22 28
internal_value=0 0.629412 -0.000156406 -0.000409058 -0.451412 -0.000156191 0.0056108 0.151952 0.186927 0.00358832 0.449502 -0.0173873 -0.360826 0.00277028 -0.173769 -0.0148191 0.425738 -0.0161925 -0.20322 0.544646
internal_weight=0 64 103552 103504 58 103446 77511 1057 1029 76454 140 25935 193 76314 158 25742 80 25662 44 48
internal_count=103616 64 103552 103504 58 103446 77511 1057 1029 76454 140 25935 193 76314 158 25742 80 25662 44 48
cat_boundaries=0 1
cat_threshold=2184
is_linear=0
shrinkage=0.01


Tree=396
num_leaves=28
num_cat=6
split_feature=22 20 25 24 25 3 14 15 25 16 6 1 24 1 0 6 10 25 12 12 0 10 14 1 22 26 26
split_gain=246646 851231 173365 258193 387466 552982 325118 431768 201335 179494 142646 129891 347922 171023 120990 116467 677144 325668 277504 154719 103148 93246 107924 96811.8 66592.2 19288.6 9327.65
threshold=343.16750000000008 10.917500000000002 0 1 2 888.10000000000014 204.81500000000003 36.721200000000003 3 522.5150000000001 173.40750000000003 180.57000000000002 4 8.0935000000000006 1438.4900000000002 183.56850000000003 556.40500000000009 5 258.88900000000007 890.55300000000011 252.70150000000004 451.48500000000007 1092.2134000000003 156.08950000000002 524.87500000000011 2022.5000000000002 2022.5000000000002
decision_type=2 2 9 1 9 2 2 2 9 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=2 24 3 4 26 6 7 -6 25 11 -8 13 -13 -10 15 19 17 18 -17 21 -19 22 -4 -23 -2 -5 -1
right_child=1 -3 14 8 5 -7 10 -9 9 -11 -12 12 -14 -15 -16 16 -18 20 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.69225305472479937 0.22968381552860656 2.3385675685405731 -0.0031020866693269745 -0.20021612185019033 0.066930947185542392 1.7562238302230835 -0.26636034420558385 0.86362691286537385 0.055595463360663164 -0.89038453329177136 -1.3721108491420746 0.56808488486575437 -0.15988895215685406 -0.202693286591106 -0.57441867106669653 0.23662426344327703 1.489603834362591 -0.03293518675017286 1.3137197516514705 -0.57721745303336613 -0.51741794160071841 -0.14488262998430354 0.6070310993852287 -0.85463307857513426 -0.49084347351737639 -0.38711001548091922 0.54906507720117992
leaf_weight=90 29 20 98434 108 1232 20 28 72 1377 21 20 137 116 315 37 299 34 676 26 47 47 152 29 22 23 113 92
leaf_count=90 29 20 98434 108 1232 20 28 72 1377 21 20 137 116 315 37 299 34 676 26 47 47 152 29 22 23 113 92
internal_value=0 0.585316 -0.000176712 0.066565 0.164758 0.104822 0.0811685 0.11092 -0.00363942 0.0290339 -0.72709 0.03911 0.250445 0.00750979 -0.00268485 -0.00247308 0.100713 0.0556532 0.313156 -0.00360444 -0.0635509 -0.00333111 -0.00292239 -0.234621 -0.0890109 -0.282973 0.587587
internal_weight=0 72 103544 3741 1554 1372 1352 1304 2187 1966 48 1945 253 1692 99803 99766 1082 1048 325 98684 723 98637 98463 174 52 221 182
internal_count=103616 72 103544 3741 1554 1372 1352 1304 2187 1966 48 1945 253 1692 99803 99766 1082 1048 325 98684 723 98637 98463 174 52 221 182
cat_boundaries=0 6 7 12 16 17 23
cat_threshold=32768 536870912 4096 141688842 262176 32 1603 0 536870912 0 131072 32 0 536870912 0 131072 300 16384 0 576 33554432 8256 4096
is_linear=0
shrinkage=0.01


Tree=397
num_leaves=20
num_cat=4
split_feature=11 4 25 20 3 0 12 12 11 25 8 25 4 6 16 25 10 11 26
split_gain=247220 945192 177447 281443 298598 251548 232563 229358 116340 111898 91370.3 602032 1.09962e+06 162407 109518 85635.9 68430 65152.6 16406.2
threshold=1092.2834 44.95750000000001 0 221.50425000000001 1077.3535000000002 1438.4900000000002 792.15000000000009 564.6037500000001 912.00000000000011 1 218.21600000000004 2 371.41875000000005 328.43000000000001 1107.6734000000001 3 80.037750000000017 1439.8675000000001 2022.5000000000002
decision_type=2 2 9 2 2 2 2 2 2 9 2 9 2 2 2 9 2 2 2
left_child=2 17 3 4 5 6 7 -1 9 18 14 12 -12 -13 15 -11 -5 -2 -4
right_child=1 -3 8 16 -6 -7 -8 -9 -10 10 11 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.069076579759894216 0.20493385984784079 2.4240768531560897 -0.1386871838185095 -0.36190039138793945 1.2210649038397747 1.1680239143825712 1.0502188356220723 -1.0054016060829163 -0.74669492613701594 -0.030803616278524185 0.24957665687267269 -0.065412720282586795 2.1795798316146389 -0.74608702552945982 -0.74254900074005126 0.00056172718430799349 -1.1466742657423019 -0.56547033444694861 -0.3020227562208645
leaf_weight=2973 21 20 124 25 23 21 24 20 21 9630 280 452 33 38 20 89726 20 23 122
leaf_count=2973 21 20 124 25 23 21 24 20 21 9630 280 452 33 38 20 89726 20 23 122
internal_value=0 0.621552 -0.000155783 0.0741636 0.0859441 0.0773504 0.0697587 0.0618966 -0.00246103 -0.00230565 -0.00177166 0.10447 0.439033 -0.115836 -0.00263032 -0.00248138 -0.710689 -0.197777 -0.211109
internal_weight=0 64 103552 3106 3061 3038 3017 2993 100446 100425 100179 803 313 490 99376 99356 45 44 246
internal_count=103616 64 103552 3106 3061 3038 3017 2993 100446 100425 100179 803 313 490 99376 99356 45 44 246
cat_boundaries=0 5 6 12 18
cat_threshold=32768 0 4096 135397386 262176 1073741824 1048576 16384 512 32768 8256 12544 1006633024 142993536 172229904 3221344256 671088656 128
is_linear=0
shrinkage=0.01


Tree=398
num_leaves=31
num_cat=7
split_feature=11 2 25 12 24 5 3 1 4 26 5 11 2 5 5 7 11 25 24 8 25 4 8 25 24 3 11 1 26 26
split_gain=242301 945315 173920 291595 279212 453064 1.00949e+06 2.21596e+06 450449 261886 211221 337891 302996 143234 139118 271170 116045 109519 120625 104903 563614 1.07774e+06 141156 83976.8 89216.4 75305.8 53563.4 43448.1 14142.7 1645.25
threshold=1092.2834 16.299000000000003 0 890.55300000000011 1 392.81250000000006 108.75750000000001 169.65250000000003 672.57974000000002 2022.5000000000002 343.26000000000005 426.67500000000007 542.8678000000001 552.55750000000012 552.55750000000012 8.0915000000000017 912.00000000000011 2 3 218.21600000000004 4 371.41875000000005 455.79000000000002 5 6 514.39811750000013 1439.8675000000001 30.078000000000007 2022.5000000000002 2022.5000000000002
decision_type=2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 9 2 2 9 1 2 2 2 2 2
left_child=2 26 3 4 5 8 13 -8 9 -1 11 12 -6 -7 27 -16 17 18 28 23 21 -21 -22 25 -25 -19 -2 -12 -4 -20
right_child=1 -3 16 -5 10 6 7 -9 -10 -11 14 -13 -14 -15 15 -17 -18 19 29 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.21884773338060437 0.14485883756117388 2.4179793796539308 0.13425570380303167 1.2732981489300728 0.0038118799495969326 0.36077087362607324 4.3863507671356201 -0.12064319054285685 1.3720420854432243 -0.035926718545357263 -0.55438482522964483 1.1298076840547415 -0.82838379436069065 -0.74356870402460518 -0.86406965026855476 0.60880408706665035 -0.76422787331417197 -0.029030319134656316 -0.40885628815620173 0.2470808819854366 0.0040117753797502664 2.1577840539180873 -0.37314444249350553 -0.013881384952026897 0.0072943335250929501 -0.45339430258387609 -0.55295202049342063 -1.1854742316404978 -0.084983041925089695 -0.48059482673803966
leaf_weight=815 22 20 62 20 1576 24 20 24 28 799 20 26 45 23 25 25 20 9591 62 280 335 33 141 29882 59488 42 22 24 56 66
leaf_count=815 22 20 62 20 1576 24 20 24 28 799 20 26 45 23 25 25 20 9591 62 280 335 33 141 29882 59488 42 22 24 56 66
internal_value=0 0.615337 -0.000154254 0.0690956 0.0623619 0.151727 0.839429 1.92799 0.114539 0.0927233 -0.0273075 -0.00115042 -0.0192904 -0.179651 -0.488518 -0.127633 -0.00257909 -0.00242708 -0.208998 -0.00189672 0.112953 0.434642 -0.105493 -0.0028122 0.000213201 -0.0308485 -0.204047 -0.898615 0.02785 -0.413539
internal_weight=0 64 103552 3494 3474 1733 91 44 1642 1614 1741 1647 1621 47 94 50 100058 100038 246 99792 789 313 476 99003 89370 9633 44 44 118 128
internal_count=103616 64 103552 3494 3474 1733 91 44 1642 1614 1741 1647 1621 47 94 50 100058 100038 246 99792 789 313 476 99003 89370 9633 44 44 118 128
cat_boundaries=0 6 7 8 9 15 21 22
cat_threshold=32768 0 4096 141688842 262176 32 1641 1073741824 2469 1048576 16384 512 32768 8256 12544 1006633024 142993536 172229904 3221344256 671088656 128 2696
is_linear=0
shrinkage=0.01


Tree=399
num_leaves=17
num_cat=0
split_feature=11 2 12 12 3 16 10 12 12 5 11 1 2 4 14 11
split_gain=237479 926504 152425 440376 161956 143497 139583 165839 128599 251123 130274 91638 306855 107615 72996.8 52497.5
threshold=1092.2834 16.299000000000003 1078.0535000000002 1392.9450000000004 1449.0631000000001 522.5150000000001 377.13375000000002 218.14250000000004 564.6037500000001 483.06600000000009 228.02500000000001 1439.8675000000001 10.852000000000002 195.82340000000002 36.721200000000003 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 4 -4 5 8 7 14 11 10 -10 13 -13 -1 -7 -2
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.00083098526431724887 0.14341023553501475 2.3937996315360071 1.3931163586888995 -0.45287060280640923 0.59280491362447318 -0.20142357192627372 -1.0519006954539907 0.62142425264631007 -0.34327586361124546 -1.314504466283889 0.40483600448478352 0.2133442898094654 -1.3208384990692139 0.087883319120429473 -0.83715073178211852 -0.54742250559004879
leaf_weight=101741 22 20 28 24 46 73 22 21 79 21 33 32 22 1386 24 22
leaf_count=101741 22 20 28 24 46 73 22 21 79 21 33 32 22 1386 24 22
internal_value=0 0.609183 -0.000152718 0.541122 -0.000424663 -0.000688438 -0.320625 -0.184285 -0.000254895 -0.311006 -0.12285 0.000145662 -0.411693 0.000361312 -0.358717 -0.202006
internal_weight=0 64 103552 52 103500 103454 140 118 103314 133 112 103181 54 103127 97 44
internal_count=103616 64 103552 52 103500 103454 140 118 103314 133 112 103181 54 103127 97 44
is_linear=0
shrinkage=0.01


Tree=400
num_leaves=30
num_cat=1
split_feature=2 12 4 26 2 18 8 2 24 17 5 5 8 10 12 16 21 18 13 5 9 3 3 21 13 2 3 18 20
split_gain=264874 1.38871e+06 783433 453865 213261 132937 221585 114265 293638 280763 278872 222574 194092 203026 201888 177294 97261.9 180692 87456.1 321473 227242 200254 196790 35490.5 21089.6 12815.8 8943.24 7126.44 5898.19
threshold=883.10000000000014 144.54600000000002 223.58100000000002 2022.5000000000002 1439.8675000000001 524.50200000000007 85.676200000000009 22.153894000000005 0 382.59200000000004 678.89998000000014 483.06600000000009 490.81062000000003 426.12125000000009 258.88900000000007 336.36115000000007 263.44300000000004 76.697500000000005 230.20150000000004 392.81250000000006 367.7580000000001 1077.3535000000002 888.10000000000014 361.70000000000005 96.53118400000001 1439.8675000000001 1449.0631000000001 819.02500000000009 21.939000000000004
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
left_child=5 2 3 4 -2 7 24 16 10 12 11 15 13 -10 -14 -9 18 23 21 20 -20 22 -1 -18 27 -5 -23 -7 -25
right_child=1 -3 -4 25 -6 6 -8 8 9 -11 -12 -13 14 -15 -16 -17 17 -19 19 -21 -22 26 -24 28 -26 -27 -28 -29 -30
leaf_value=-0.0036371181492743355 1.4307030754089356 2.4301020220347813 -1.8429618313312532 -0.18501096551011248 0.13624562072753907 -0.091363910724376801 -1.0802174158096314 -0.04943193098399129 0.070619489138615613 1.2297641018458776 -1.0197121397654216 0.8892083442687988 -0.091292971883501328 0.60886687183044319 -1.3119987807273865 -0.8650591165048106 0.35539737508978164 1.1256030098597209 0.026528829699754716 1.3761956424713133 1.1187845048904419 -0.4688543428693499 0.9884106602668763 -0.1127583653170888 -0.34689146791185649 -0.4887968022482736 -0.7194115429911121 0.12672428407976705 0.096709462642669677
leaf_weight=95202 35 28 20 41 20 29 30 2061 5402 21 30 25 42 71 20 27 35 21 400 20 20 28 20 41 21 21 29 31 20
leaf_count=95202 35 28 20 41 20 29 30 2061 5402 21 30 25 42 71 20 27 35 21 400 20 20 28 20 41 21 21 29 31 20
internal_value=0 0.400806 -0.0139409 0.298712 0.959991 -0.000174896 -0.346057 0.000195925 0.0372607 0.075542 -0.0620515 -0.0487485 0.0712993 0.0776021 -0.485069 -0.0599788 -0.00278168 0.285365 -0.00313389 0.137525 0.078541 -0.00378345 -0.00342875 0.101563 -0.0741459 -0.287906 -0.596331 0.021315 -0.0440804
internal_weight=0 165 137 117 55 103646 111 103535 7699 5556 2143 2113 5535 5473 62 2088 95836 117 95719 440 420 95279 95222 96 81 62 57 60 61
internal_count=103811 165 137 117 55 103646 111 103535 7699 5556 2143 2113 5535 5473 62 2088 95836 117 95719 440 420 95279 95222 96 81 62 57 60 61
cat_boundaries=0 1
cat_threshold=3200
is_linear=0
shrinkage=0.01


Tree=401
num_leaves=28
num_cat=3
split_feature=11 10 18 8 25 8 5 4 14 15 4 4 6 12 12 25 10 5 3 9 12 24 13 11 15 26 26
split_gain=248069 868326 199777 349132 173324 349417 290299 237183 207207 281797 1.58584e+06 398205 178939 154579 452057 139771 121144 323221 112763 456676 228587 79874.2 21457.3 12752.4 9099.89 2307.96 1850.5
threshold=1092.2834 86.604000000000028 524.50200000000007 85.676200000000009 0 490.81062000000003 1083.8250000000003 87.012500000000017 245.84250000000003 59.840000000000011 208.21944900000003 483.06600000000009 543.52500000000009 351.87250000000006 98.725000000000009 1 291.46500000000009 39.280380000000001 603.67000000000019 285.81500000000005 1078.0535000000002 2 96.53118400000001 1439.8675000000001 26.186697500000005 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2
left_child=2 23 4 22 5 8 15 -8 9 11 -11 -1 16 14 -10 21 17 -7 20 -20 -17 25 24 -2 -4 -6 -23
right_child=1 -3 3 -5 6 12 7 -9 13 10 -12 -13 -14 -15 -16 18 -18 -19 19 -21 -22 26 -24 -25 -26 -27 -28
leaf_value=0.092936317716951433 -0.028825758934020996 2.344571140289307 0.11773014319248688 -1.3048144435882569 0.03579401288713728 -0.59012228043183035 0.21360023457663399 1.557887732528505 -0.46036666605530713 0.056650606329274024 2.4991562157869338 -0.50752295502445155 -1.2617635689902564 -0.97040403962135313 1.2164087648391724 -0.0026272320918628096 -0.91259679586991027 0.78819886234071523 0.053983751396080124 1.5646432669266412 0.81746176614480859 -0.38218939619797931 -0.34342254945210055 -0.38593045887351041 -0.14462939000129699 -0.060307777161691709 -0.45555050374710399
leaf_weight=3540 20 20 39 32 49 46 35 21 82 157 32 114 23 28 20 99042 23 27 154 23 34 65 21 20 20 51 73
leaf_count=3540 20 20 39 32 49 46 35 21 82 157 32 114 23 28 20 99042 23 27 154 23 34 65 21 20 20 51 73
internal_value=0 0.643272 8.6065e-05 -0.422027 0.000542232 0.0642458 -0.00208263 0.717708 0.0803954 0.0936779 0.470197 0.0742028 -0.469534 -0.312255 -0.131587 -0.00248798 -0.279729 -0.0803323 -0.00189509 0.250284 -0.0023458 -0.239594 -0.0689123 -0.207378 0.0287947 -0.0120163 -0.392551
internal_weight=0 60 103751 112 103639 4092 99547 56 3973 3843 189 3654 119 130 102 99491 96 73 99253 177 99076 238 80 40 59 100 138
internal_count=103811 60 103751 112 103639 4092 99547 56 3973 3843 189 3654 119 130 102 99491 96 73 99253 177 99076 238 80 40 59 100 138
cat_boundaries=0 6 7 8
cat_threshold=1081344 536870912 4096 135397640 524320 32 1073741824 2721
is_linear=0
shrinkage=0.01


Tree=402
num_leaves=36
num_cat=2
split_feature=2 12 4 26 2 25 14 5 0 2 2 2 6 15 4 26 6 0 4 10 17 5 7 0 0 25 3 4 16 10 5 13 14 2 26
split_gain=259688 1.36255e+06 768634 444320 209032 145019 458563 312236 273771 226195 513709 2.18758e+06 799400 608330 1.04773e+06 364407 276876 331472 219360 902582 307531 201102 186780 180456 121091 114166 93294.2 145405 97914.3 89552 58002.3 33285.6 17304.2 12578.1 2265.63
threshold=883.10000000000014 144.54600000000002 223.58100000000002 2022.5000000000002 1439.8675000000001 0 204.81500000000003 123.64200000000001 1438.4900000000002 23.455000000000002 62.336000000000006 53.632429500000008 183.56850000000003 59.840000000000011 174.23250000000002 2022.5000000000002 152.16750000000005 1077.3535000000002 371.41875000000005 362.00600000000003 166.33925000000002 31.832500000000007 615.99125000000015 748.92250000000013 172.78900000000002 1 888.10000000000014 7.8873450000000007 1107.6734000000001 116.26500000000001 275.17750000000007 29.834790000000002 401.65523999999999 1439.8675000000001 2022.5000000000002
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 2 2 2
left_child=5 2 3 4 -2 6 9 21 18 16 11 12 -11 15 -15 -12 17 23 25 20 22 31 -20 -1 30 34 28 -28 -27 -9 -18 32 -8 -5 -7
right_child=1 -3 -4 33 -6 8 7 29 -10 10 13 -13 -14 14 -16 -17 24 -19 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.069389694605330773 1.416032512119838 2.4069474014214105 -1.8256268124580384 -0.1827583942616858 0.13447325897216797 -0.19800015373567564 -0.045469921493530276 -0.55571047729253775 -0.8995515531652114 -0.058614774184806324 0.26085116971492767 3.8477382426261904 2.0753418936048234 -0.047654601952125286 2.9275012302398684 -0.29131950090545755 -0.14422647921244303 1.2187094869613648 0.074452220297980251 1.7359897703594633 1.266522536277771 0.75716762465238574 -0.9168448324203492 -0.8616589736938477 -0.96007609508655689 -0.0026573651002010897 0.08962659474076895 1.0784251693487168 -0.62856131439208984 -1.3990065158114715 -0.71390785239991683 -0.69906070102344853 -0.41058135067975082 -0.48371353700047454 -0.26065001279620803
leaf_weight=2394 35 28 20 41 20 113 25 20 34 107 250 20 21 29 20 229 120 25 383 36 21 20 20 21 27 99386 58 20 25 34 21 22 27 21 118
leaf_count=2394 35 28 20 41 20 113 25 20 34 107 250 20 21 29 20 229 120 25 383 36 21 20 20 21 27 99386 58 20 25 34 21 22 27 21 118
internal_value=0 0.396858 -0.0139636 0.295722 0.950011 -0.000177828 0.0636448 -0.480668 -0.00236966 0.0883692 0.251381 0.772062 0.291487 0.105433 1.16669 -0.00313022 0.046116 0.0731524 -0.0020654 0.215806 0.0867341 -0.132536 0.0252563 0.0612936 -0.346555 -0.00307043 -0.00254326 0.343165 -0.00281477 -1.08667 -0.229073 -0.372997 -0.235047 -0.284695 -0.220459
internal_weight=0 165 137 117 55 103646 3432 148 100214 3284 676 148 128 528 49 479 2608 2440 100180 460 424 94 403 2415 168 99720 99489 78 99411 54 141 74 52 62 231
internal_count=103811 165 137 117 55 103646 3432 148 100214 3284 676 148 128 528 49 479 2608 2440 100180 460 424 94 403 2415 168 99720 99489 78 99411 54 141 74 52 62 231
cat_boundaries=0 6 7
cat_threshold=32768 536870912 4096 137494792 524320 32 1073741824
is_linear=0
shrinkage=0.01


Tree=403
num_leaves=23
num_cat=0
split_feature=2 12 4 26 2 18 6 15 2 12 7 14 14 6 5 6 5 1 12 2 2 15
split_gain=254520 1.33543e+06 753338 435478 204872 127527 249637 115831 723258 144454 203576 124186 123954 110429 750318 352597 98291.7 293722 126038 36629.7 12327.8 615.431
threshold=883.10000000000014 144.54600000000002 223.58100000000002 2022.5000000000002 1439.8675000000001 524.50200000000007 123.18250000000002 230.33500000000004 472.9221300000001 483.25025000000005 371.89150000000006 1092.2134000000003 455.5750000000001 877.0150000000001 254.50300000000001 1054.5000000000002 779.2410000000001 210.63000000000002 1078.0535000000002 16.299000000000003 1439.8675000000001 10.326000000000002
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 -2 7 19 11 9 10 12 13 -9 16 15 -15 18 -18 -1 21 -5 -7
right_child=1 -3 -4 20 -6 6 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.00055007185713098507 1.4018721852983749 2.3828778963429587 -1.8073705589771272 -0.18093081741798217 0.13312854576110841 -0.15522302235875812 -1.1363928406814048 0.027170141682212736 2.0145145926475525 -0.56451204888748396 1.0590865143862638 -0.58778883033328588 0.69334401559829717 0.83808378253664284 2.0668808317184451 -0.52837234920468823 -0.030080427997990659 -1.1421607468922934 0.52879691245820792 0.31520277595520024 -0.47887639990874697 -0.22262085962295533
leaf_weight=102694 35 28 20 41 20 42 29 405 20 33 22 36 30 28 20 58 114 30 45 20 21 20
leaf_count=102694 35 28 20 41 20 42 29 405 20 33 22 36 30 28 20 58 114 30 45 20 21 20
internal_value=0 0.392889 -0.013824 0.292765 0.940511 -0.00017605 -0.338947 0.000187147 0.150521 0.0744393 0.120578 -0.000557042 0.0731132 -0.000351774 0.322249 -0.0834797 -0.000684148 -0.261764 -0.000318216 -0.0569235 -0.281848 -0.176964
internal_weight=0 165 137 117 55 103646 111 103535 510 490 457 103025 435 102989 106 86 102883 144 102739 82 62 62
internal_count=103811 165 137 117 55 103646 111 103535 510 490 457 103025 435 102989 106 86 102883 144 102739 82 62 62
is_linear=0
shrinkage=0.01


Tree=404
num_leaves=35
num_cat=6
split_feature=2 12 4 0 1 2 2 25 24 2 2 15 9 7 10 5 25 24 0 1 4 10 17 7 2 2 3 25 3 4 16 24 2 17
split_gain=249455 1.30886e+06 738347 387965 178493 157002 230351 141970 311656 348053 3.64212e+06 371871 941090 302892 298148 269123 285919 300191 268218 217013 214608 883175 300570 183736 176510 417240 191604 111818 91450.6 142453 95977.5 60113 45570.4 35401
threshold=883.10000000000014 144.54600000000002 223.58100000000002 109.23040000000002 9.2110000000000021 1439.8675000000001 1070.9310000000003 0 1 52.029000000000003 62.336000000000006 59.840000000000011 102.76300000000002 2.2550000000000003 70.690000000000012 616.44275000000005 2 3 1438.4900000000002 273.76200000000006 371.41875000000005 362.00600000000003 166.33925000000002 615.99125000000015 542.8678000000001 315.17050000000006 11.211 4 888.10000000000014 7.8873450000000007 1107.6734000000001 5 152.38780000000003 27.824000000000002
decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2
left_child=7 2 3 4 5 6 -2 8 14 15 -11 13 -13 -12 24 16 17 -10 20 32 27 22 23 -22 25 26 -1 31 30 -30 -29 -9 33 -16
right_child=1 -3 -4 -5 -6 -7 -8 18 9 10 11 12 -14 -15 19 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31 -32 -33 -34 -35
leaf_value=0.026914595254086335 -0.11748240518569947 2.3590491253563339 -1.7892968468964099 1.5579980907440185 -0.68050923131979435 -0.2947984609220709 1.3499251147975093 -0.047488120692644929 -0.1557723443390249 4.3541329886696554 0.25250785499124484 2.473994196186895 -0.16105515393343839 -0.39966414223302088 -0.32328779825797449 1.0652071479514793 0.40895863551359912 0.11996279747355316 -0.89038030512192679 -1.2918866488440284 0.073794982732120443 1.7172087626987034 1.2521399218695504 -0.90939121484756469 -0.9458202459812165 1.0918127475065342 -0.35265499781512616 -0.0026271350913209374 0.088809347152709966 1.0675207179784776 -0.62230965194702148 -0.38077765496050725 -0.70253862857818605 0.16318448452722456
leaf_weight=813 20 28 20 20 26 28 23 119 627 22 217 23 33 106 52 27 198 1029 34 29 383 36 21 20 20 34 159 99386 58 20 25 112 22 21
leaf_count=813 20 28 20 20 26 28 23 119 627 22 217 23 33 106 52 27 198 1029 34 29 383 36 21 20 20 34 159 99386 58 20 25 112 22 21
internal_value=0 0.38896 -0.0136857 0.289838 0.0283612 0.287948 0.66741 -0.000174289 0.0629739 0.130474 0.398523 0.16891 0.921197 0.0384824 -0.0709397 0.0740236 0.0595889 0.0152547 -0.00234296 -0.534715 -0.0020418 0.213457 0.0857797 0.0250016 -0.0155803 0.00291357 -0.0351755 -0.00303588 -0.00251416 0.339761 -0.00278297 -0.218178 -0.303578 -0.183344
internal_weight=0 165 137 117 97 71 43 103646 3432 2282 401 379 56 323 1150 1881 1854 1656 100214 124 100180 460 424 403 1026 1006 972 99720 99489 78 99411 231 95 73
internal_count=103811 165 137 117 97 71 43 103646 3432 2282 401 379 56 323 1150 1881 1854 1656 100214 124 100180 460 424 403 1026 1006 972 99720 99489 78 99411 231 95 73
cat_boundaries=0 6 7 12 13 14 15
cat_threshold=32768 536870912 4096 137494792 524320 32 2433 32768 536870912 0 3145728 524288 1096 1073741824 2725
is_linear=0
shrinkage=0.01


Tree=405
num_leaves=31
num_cat=2
split_feature=2 12 6 2 11 12 4 5 24 3 1 5 5 4 26 1 1 1 12 25 8 4 3 0 3 0 14 26 8 11
split_gain=297604 2.02202e+06 702538 196596 175392 315519 381813 172067 643600 636508 1.05362e+06 386431 277365 191432 168560 210044 159299 148279 131957 154720 849626 181674 149969 129165 88932.6 109924 87248.1 12418 7556.09 1622.52
threshold=883.10000000000014 283.49220000000008 207.31054000000003 1439.8675000000001 675.38900000000001 522.5150000000001 371.41875000000005 392.81250000000006 0 108.75750000000001 47.201000000000008 616.44275000000005 483.06600000000009 48.388837500000008 2022.5000000000002 26.032500000000002 130.14450000000002 297.63750000000005 1078.0535000000002 1 1117.4100000000001 1468.3681000000001 603.67000000000019 6.6497500000000009 190.99500000000003 181.65750000000006 25.572500000000002 2022.5000000000002 7.2257499999999997 912.00000000000011
decision_type=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 2 2
left_child=4 2 3 14 7 6 26 18 17 12 -11 -12 13 -10 15 -2 -14 24 19 20 22 23 -1 -21 25 -9 28 -5 29 -6
right_child=1 -3 -4 27 5 -7 -8 8 9 10 11 -13 16 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.042533552227370229 1.7558049244880676 3.321999194508507 -1.7392706336975099 -0.10525873267132303 -0.36653712948163353 -1.5144941209703684 1.1050509107112885 -0.098331313124961323 0.37461721854739721 2.43532698288942 1.0996217405796052 -0.71428613082222314 0.095230776798927178 1.550443196296692 0.10404916004158367 0.32387334051586336 -0.81449538521144704 -0.78916524706742708 0.55155760321506242 -0.0024599082351267928 1.9735254233224053 -0.7634382767831126 0.39187778425216679 0.032689807185084428 0.45693512399991354 -0.88950690460205084 -0.96152580456300218 -0.44596549813076858 -0.084992437109351157 -0.26515105937656602
leaf_weight=11979 20 21 20 23 27 20 20 144 45 39 24 23 118 20 39 21 23 39 43 78358 21 31 80 12064 24 20 22 20 20 38
leaf_count=11979 20 21 20 23 27 20 20 144 45 39 24 23 118 20 39 21 23 39 43 78358 21 31 80 12064 24 20 22 20 20 38
internal_value=0 0.424461 -0.00105117 0.281586 -0.00186468 -0.347038 -0.163186 -0.00137251 0.18025 0.481161 1.22023 0.211965 0.195973 0.73641 0.574692 1.02238 -0.0531643 -0.2184 -0.00229146 -0.00252373 -0.036122 0.0019671 -0.0396516 0.00222973 -0.111614 -0.194816 -0.40024 -0.263727 -0.254966 -0.307265
internal_weight=0 164 143 123 103242 147 127 103095 519 292 86 47 206 65 80 41 141 227 102576 102533 12080 90453 12059 90422 188 164 107 43 85 65
internal_count=103406 164 143 123 103242 147 127 103095 519 292 86 47 206 65 80 41 141 227 102576 102533 12080 90453 12059 90422 188 164 107 43 85 65
cat_boundaries=0 1 7
cat_threshold=414 134217792 545343648 787216 2116071425 2147811330 1152
is_linear=0
shrinkage=0.01


Tree=406
num_leaves=33
num_cat=1
split_feature=2 12 4 26 11 12 4 5 24 3 1 5 5 4 16 12 1 1 2 1 11 2 10 16 4 5 17 2 5 16 9 11
split_gain=291681 1.98663e+06 554709 365986 171902 309240 374215 168643 630792 623841 1.03265e+06 378741 271845 187623 176851 189457 156129 145329 141659 134529 132975 455629 116726 115309 87945.5 84428.6 83586.1 73999.2 69380.7 44309.4 4757.27 293.876
threshold=883.10000000000014 85.888000000000019 223.58100000000002 2022.5000000000002 675.38900000000001 522.5150000000001 371.41875000000005 392.81250000000006 0 108.75750000000001 47.201000000000008 616.44275000000005 483.06600000000009 48.388837500000008 371.63775000000004 1078.0535000000002 130.14450000000002 297.63750000000005 1439.8675000000001 7.8769000000000009 337.65000000000003 117.51455000000003 121.22850000000001 336.36115000000007 326.59750000000003 10.14115 221.86825000000002 26.686800000000002 56.02300000000001 1107.6734000000001 2.5179999999999954 1092.2834
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=4 2 3 18 7 6 28 14 17 12 -11 -12 13 -10 15 20 -14 24 19 -2 23 -22 25 -1 27 29 -24 -9 30 -16 31 -6
right_child=1 -3 -4 -5 5 -7 -8 8 9 10 11 -13 16 -15 22 -17 -18 -19 -20 -21 21 -23 26 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=-0.0027689363467101004 1.6389674186706544 2.9558675931050225 -1.5540132652577898 -0.3827304903383959 -0.28733629430595198 -1.4993491824269296 1.0940003812313079 -0.059582110613334079 0.37087103716532388 2.4109737291091529 1.0886254870891572 -0.70714326692664098 0.094278471469879152 1.5349387187957764 -0.19310446764122358 0.68642657566070553 -0.80635042045427419 -0.78127359582827638 0.069967576889764696 0.49299042367935181 0.029130826920270917 1.0699172019023522 -0.36335018440529154 0.47757626581192014 0.46880563653033713 0.2451579337624403 -1.2162915554046632 -0.53186581445776893 -0.88287229844409487 -0.64519989932024924 -0.12837074255943298 -0.33096713150923068
leaf_weight=101972 21 26 21 55 38 20 20 119 45 39 24 23 118 20 110 40 23 39 21 20 240 51 27 50 23 39 20 46 23 27 20 26
leaf_count=101972 21 26 21 55 38 20 20 119 45 39 24 23 118 20 110 40 23 39 21 20 240 51 27 50 23 39 20 46 23 27 20 26
internal_value=0 0.420217 -0.0575146 0.211088 -0.00184603 -0.343567 -0.161554 -0.00135878 0.178447 0.476349 1.20803 0.209845 0.194013 0.729046 -0.00226854 -0.00165565 -0.0526326 -0.216216 0.737862 1.07995 -0.00192466 0.211537 -0.283574 -0.00253352 -0.110498 -0.165345 -0.726304 -0.191249 -0.396237 -0.282204 -0.262992 -0.305061
internal_weight=0 164 138 117 103242 147 127 103095 519 292 86 47 206 65 102576 102353 141 227 62 41 102313 291 223 102022 188 176 47 165 107 137 84 64
internal_count=103406 164 138 117 103242 147 127 103095 519 292 86 47 206 65 102576 102353 141 227 62 41 102313 291 223 102022 188 176 47 165 107 137 84 64
cat_boundaries=0 1
cat_threshold=414
is_linear=0
shrinkage=0.01


Tree=407
num_leaves=31
num_cat=2
split_feature=2 12 4 0 11 12 4 5 24 3 1 10 6 8 16 12 26 25 16 8 10 6 14 6 15 6 6 16 8 11
split_gain=285877 1.9471e+06 543670 445594 168481 303086 366768 165287 618715 859895 390735 598319 383544 220579 173331 185687 163671 161086 313503 187984 114403 97680.4 85046.3 83608 151909 83286.7 82937.3 47526.8 7465.54 1602.39
threshold=883.10000000000014 85.888000000000019 223.58100000000002 131.25500000000002 675.38900000000001 522.5150000000001 371.41875000000005 392.81250000000006 0 439.62900000000008 297.63750000000005 206.34700000000004 235.90250000000003 50.562550000000009 371.63775000000004 1078.0535000000002 2022.5000000000002 1 182.29140000000004 1117.4100000000001 121.22850000000001 214.91000000000003 25.572500000000002 4.5710000000000006 9.2059100000000011 143.41900000000001 255.31490000000005 1107.6734000000001 7.2257499999999997 912.00000000000011
decision_type=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
left_child=4 2 3 16 7 6 22 14 9 12 11 26 13 -9 15 17 -2 18 -1 -19 23 -12 28 27 -25 -22 -10 -16 29 -6
right_child=1 -3 -4 -5 5 -7 -8 8 10 -11 21 -13 -14 -15 20 -17 -18 19 -20 -21 25 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.053260725552966293 0.34378122587998711 2.926308946242699 -1.5384731435775758 1.5680643291473388 -0.35973388702781117 -1.4843557012081146 1.083060385942459 0.37617957749787501 -0.091290627471778713 2.4948828038715183 -0.55276493148803707 1.4188847520174803 1.2872598750967728 -0.4529028656369164 -0.19100995344871824 0.67956229460239415 -0.47780596129748293 -0.0046186050942441806 0.87538811785109505 0.59109646419309225 -0.30694610238075259 -1.4663967961072921 -0.94643355158242315 -0.37805817598104474 0.85445484834909435 -1.1490529006460439 -0.71630802273750305 -0.66640616270212027 -0.079893989957869047 -0.25897883214448625
leaf_weight=3536 48 26 21 20 27 20 20 136 184 21 25 27 38 42 110 40 49 98677 47 53 24 22 22 20 20 23 24 26 20 38
leaf_count=3536 48 26 21 20 27 20 20 136 184 21 25 27 38 42 110 40 49 98677 47 53 24 22 22 20 20 23 24 26 20 38
internal_value=0 0.416015 -0.0569394 0.208977 -0.00182757 -0.340132 -0.159939 -0.0013452 0.176663 0.540271 -0.14301 0.0183873 0.375252 0.180553 -0.00224586 -0.0016391 -0.0712474 -0.00190542 0.0638667 -0.00429838 -0.280738 -0.980422 -0.392275 -0.163692 0.238198 -0.719041 -0.163408 -0.281895 -0.248846 -0.300831
internal_weight=0 164 138 117 103242 147 127 103095 519 237 282 235 216 178 102576 102353 97 102313 3583 98730 223 47 107 176 40 47 208 136 85 65
internal_count=103406 164 138 117 103242 147 127 103095 519 237 282 235 216 178 102576 102353 97 102313 3583 98730 223 47 107 176 40 47 208 136 85 65
cat_boundaries=0 1 7
cat_threshold=3648 268468224 0 4096 5439786 67108896 32
is_linear=0
shrinkage=0.01


Tree=408
num_leaves=26
num_cat=3
split_feature=13 0 13 16 5 1 8 8 16 0 25 0 0 10 25 13 10 25 8 3 5 5 9 10 5
split_gain=168662 501591 485106 2.26545e+06 209048 450441 164459 256461 120872 116237 336394 359709 937723 228488 246905 127129 310584 108114 180295 111623 97927.8 44648.7 28827.9 17638.1 11.7947
threshold=431.15675000000005 538.27200000000016 368.06200000000007 53.179885500000005 1083.8250000000003 51.884800000000006 401.69424000000004 190.60000000000002 146.27099000000001 6.6497500000000009 0 228.21400000000003 65.287500000000009 901.21050000000014 1 278.25000000000006 125.21375000000002 2 901.21050000000014 670.0675 242.60800000000003 10.379101500000003 21.826000000000004 11.202900000000001 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 9 2 2 2 2 2 2 2
left_child=2 6 4 21 9 24 7 8 20 15 11 12 -11 14 -12 17 22 18 -1 -19 23 -4 -17 -2 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10 10 13 -13 -14 -15 -16 16 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.042374890485966113 -0.092295219645036009 -1.6587643780915633 -0.01162332340290672 3.6900621945858001 0.93280899833230413 -0.64962161006927488 -0.80487977247084341 0.78754534244537355 -0.76060462413163021 0.21211942050767982 0.051997786126460811 -0.26034857036605963 2.6850901784067571 1.0172331681717997 -0.037659735335335419 0.18667771551344131 1.4592971124649048 -0.0020691228010537637 0.86407574083317418 -0.34871422757384601 0.54456254585929542 -0.59535290980339051 -0.2199885297858197 -0.33894273550082477 0.94149011085773338
leaf_weight=8459 113 23 38 20 34 25 31 33 29 46 8502 31 23 23 4798 72 20 80837 22 93 23 20 23 39 29
leaf_count=8459 113 23 38 20 34 25 31 33 29 46 8502 31 23 23 4798 72 20 80837 22 93 23 20 23 39 29
internal_value=0 -0.241562 -0.000474778 0.787853 -0.00107155 0.486116 -0.119937 -0.0303448 -0.162651 -0.00148799 0.0259538 0.576761 1.03644 0.0213705 0.0196644 -0.00560245 0.32667 -0.00602981 -0.0399764 -0.00246716 -0.0635611 -0.212909 0.0882217 -0.15558 0.936805
internal_weight=0 291 103115 78 103037 88 268 237 204 102949 13423 100 69 13323 13300 89526 115 89411 8481 80930 175 58 95 152 63
internal_count=103406 291 103115 78 103037 88 268 237 204 102949 13423 100 69 13323 13300 89526 115 89411 8481 80930 175 58 95 152 63
cat_boundaries=0 5 11 17
cat_threshold=0 0 536870920 0 262160 133465604 2153775616 278986850 1057792 12548 12288 202375168 545261570 537133842 1008775169 2147811346 1152
is_linear=0
shrinkage=0.01


Tree=409
num_leaves=30
num_cat=0
split_feature=2 12 4 0 3 26 11 12 4 5 10 3 9 4 16 12 17 11 2 10 16 7 4 14 17 5 16 8 11
split_gain=280953 1.91257e+06 533670 459408 174900 209800 164931 295959 358478 160042 600927 467814 927154 343060 170712 181671 135511 129742 445816 113760 112210 111152 87593.5 83212.6 82169.9 81569.5 42387.4 7314.29 1562.43
threshold=883.10000000000014 283.49220000000008 289.64010000000007 131.25500000000002 8.3370000000000015 2022.5000000000002 675.38900000000001 522.5150000000001 371.41875000000005 392.81250000000006 556.40500000000009 108.75750000000001 54.765000000000008 126.22800000000002 371.63775000000004 1078.0535000000002 115.13850000000001 337.65000000000003 117.51455000000003 121.22850000000001 336.36115000000007 17.249000000000006 303.67750000000007 25.572500000000002 221.86825000000002 10.14115 1107.6734000000001 7.2257499999999997 912.00000000000011
decision_type=2 2 2 2 2 2 2 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 -2 9 8 23 14 11 16 13 -13 15 17 21 20 -19 25 -1 -11 -14 27 -21 26 -16 28 -8
right_child=1 -3 -4 -5 -6 -7 7 -9 -10 10 -12 12 22 -15 19 -17 -18 18 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0027025390934253546 0.75551083973475874 3.2304543531508672 -1.5163834609985352 1.5192631655154021 -0.7923772903780143 -0.29859400276730702 -0.35589826263763286 -1.4672106230854989 1.0704124051332473 0.06389108459008136 1.7911524495211515 1.8713108233043128 -1.057435552597046 0.60063334731168527 -0.18958824951235545 0.67218897545337686 -0.85855538595290415 0.028550790449604395 1.0580674728692747 -0.35579009444625292 0.47114310650825503 -0.36665362243528493 -0.15255518426065862 -0.93630461660298436 -1.2014749431610108 0.24162200173697412 -0.631769703052662 -0.079046960219740878 -0.25640746207613696
leaf_weight=101972 35 21 20 23 24 41 27 20 20 271 22 42 20 43 110 40 21 240 51 27 50 77 23 22 20 39 27 20 38
leaf_count=101972 35 21 20 23 24 41 27 20 20 271 22 42 20 43 110 40 21 240 51 27 50 77 23 22 20 39 27 20 38
internal_value=0 0.412429 -0.00140662 0.244931 -0.0481653 0.186849 -0.00179865 -0.336519 -0.158458 -0.00132138 0.173839 0.102248 0.623163 1.2285 -0.00220763 -0.00160547 -0.0784485 -0.0018689 0.208982 -0.278588 -0.00247031 -0.0313731 -0.57343 -0.388153 -0.715656 -0.161871 -0.276733 -0.246279 -0.297734
internal_weight=0 164 143 123 100 76 103242 147 127 103095 519 497 128 85 102576 102353 369 102313 291 223 102022 348 43 107 47 176 137 85 65
internal_count=103406 164 143 123 100 76 103242 147 127 103095 519 497 128 85 102576 102353 369 102313 291 223 102022 348 43 107 47 176 137 85 65
is_linear=0
shrinkage=0.01


Tree=410
num_leaves=28
num_cat=3
split_feature=18 0 2 7 26 0 2 2 25 24 25 7 2 1 0 3 26 17 10 3 8 2 9 13 26 16 18
split_gain=242817 243289 232427 1.74077e+06 659209 292495 245878 371855 218747 323967 721888 372516 505243 317093 429927 321606 268044 129296 129667 289615 148476 127475 117345 67664.8 42100.1 29752.4 8089.51
threshold=524.50200000000007 273.37500000000006 883.10000000000014 303.79500000000007 2022.5000000000002 5.0070000000000006 1439.8675000000001 1070.9310000000003 0 1 2 194.48100000000002 54.609000000000002 884.13250000000005 883.10000000000014 764.58775000000003 2022.5000000000002 1037.0750000000003 796.68750000000011 198.78000000000003 1117.4100000000001 749.57248000000016 8.0632500000000018 42.394000000000013 2022.5000000000002 86.964500000000015 819.02500000000009
decision_type=2 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 8 4 6 -6 7 -4 9 10 16 12 -12 14 15 -11 -1 18 20 22 21 -10 -20 -13 -16 26 -2
right_child=1 -3 3 -5 5 -7 -8 -9 17 13 11 23 -14 -15 24 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=1.5672068498719416 -0.038333211898803711 -1.4658085594177246 0.23017226446242561 3.1446199874877934 -0.25110079653263095 -1.6347590279579163 -0.097712378501892086 2.112054387501308 -0.00023463782577916352 0.035904074879456245 0.082501404729851499 -0.97987960969248122 0.79104793390985262 -0.9082845262686412 0.72442902088165284 -0.75779079113894399 0.5750417457308088 0.80466509151458743 0.38159058843340193 1.4432627000808718 0.58770019974819454 0.67459489039012366 -0.50699795515640922 -0.25473098082975909 1.3655041867210753 -0.58300723528861997 -0.25656823721798983
leaf_weight=53 35 20 21 20 50 22 24 21 99116 2802 684 31 118 36 20 52 56 20 42 20 43 28 23 22 21 20 33
leaf_count=53 35 20 21 20 50 22 24 21 99116 2802 684 31 118 36 20 52 56 20 42 20 43 28 23 22 21 20 33
internal_value=0 -0.470229 0.00418177 0.387432 -0.01216 -0.673885 0.709722 1.17111 0.00359493 0.0770096 0.235173 0.131554 0.186751 0.0243672 0.0360491 0.0214429 0.968608 0.000707214 0.000545315 0.390954 0.000210747 -4.40542e-05 0.0671669 -0.678875 1.05278 -0.243961 -0.144241
internal_weight=0 108 103345 158 138 72 66 42 103187 3895 964 855 802 2931 2895 2854 109 99292 99272 85 99187 99144 65 53 41 88 68
internal_count=103453 108 103345 158 138 72 66 42 103187 3895 964 855 802 2931 2895 2854 109 99292 99272 85 99187 99144 65 53 41 88 68
cat_boundaries=0 5 6 11
cat_threshold=1073774592 536887296 0 135397384 262176 74 0 536870912 0 131072 32
is_linear=0
shrinkage=0.01


Tree=411
num_leaves=28
num_cat=3
split_feature=4 7 6 2 1 25 0 24 25 2 2 2 5 26 12 1 4 5 0 0 1 2 0 11 11 26 26
split_gain=232094 871658 296321 239366 406404 182514 323764 317959 566019 383017 310920 326217 287717 153362 146034 298089 114141 106666 133789 114527 112239 107349 97365 41156.4 14905.5 11863.7 2338.03
threshold=891.77550000000008 371.89150000000006 207.31054000000003 1070.9310000000003 315.7462000000001 0 883.10000000000014 1 2 54.609000000000002 440.02900000000005 383.96180000000004 4.4342985000000015 2022.5000000000002 483.25025000000005 186.58593500000003 1085.2750000000003 1083.8250000000003 658.11750000000018 594.30750000000012 6.0168030000000003 17.202000000000002 252.70150000000004 228.02500000000001 9.2480000000000029 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 2 9 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 5 13 6 7 8 26 -10 11 -9 -8 -5 17 23 -2 18 19 -7 -19 -20 -12 24 -16 -18 -1
right_child=1 -3 -4 4 -6 14 12 10 9 -11 22 -13 -14 -15 15 -17 25 20 21 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.86387891982731069 -0.25866371435778485 2.1030165519714354 -1.0641310043334962 0.66440905412038165 1.7654090824127198 0.00050000784973484001 1.3809409877232142 0.016678328552288155 0.018410729723613354 0.59891673413029423 -0.71553997378600276 1.2675358872186571 -0.058849051516989007 -0.20702645537645922 -0.10942182534070392 -1.1122470114571708 0.68065906206766769 0.84904975191752119 -0.13673391988783171 0.59884186804294592 -0.11807077121734619 -0.7171802913574945 -0.057985774539411068 0.25917995394340582 -0.383852138710022 0.40194920993986588 0.78316567084368549
leaf_weight=76 28 25 20 36 20 98683 35 2905 719 135 76 21 23 46 95 35 24 30 132 32 20 42 32 28 25 42 68
leaf_count=76 28 25 20 36 20 98683 35 2905 719 135 76 21 23 46 95 35 24 30 132 32 20 42 32 28 25 42 68
internal_value=0 0.411999 0.0411621 0.00310024 0.487291 0.00262174 0.0680031 0.0574984 0.211311 0.108902 0.00618667 0.0256558 0.80999 0.175555 -8.2901e-05 -0.282311 0.276331 0.000439107 0.000205632 0.00069397 0.462202 -0.276842 -0.520709 -0.0860428 -0.166595 0.503298 0.772143
internal_weight=0 139 114 103314 102 103212 4090 4032 998 854 3034 2926 58 82 99122 183 94 98939 98889 98715 50 174 108 148 120 66 144
internal_count=103453 139 114 103314 102 103212 4090 4032 998 854 3034 2926 58 82 99122 183 94 98939 98889 98715 50 174 108 148 120 66 144
cat_boundaries=0 5 6 10
cat_threshold=1073774848 536920064 0 139591688 262176 74 1073741824 536870912 0 131072
is_linear=0
shrinkage=0.01


Tree=412
num_leaves=23
num_cat=3
split_feature=18 22 22 6 2 2 25 5 10 24 25 3 2 1 0 0 2 4 4 3 13 15
split_gain=237768 375048 434854 245009 198354 441002 192112 392933 299863 261516 737623 311497 140708 137695 121665 151083 123851 116406 52663.1 40769.4 20880.1 11642.7
threshold=524.50200000000007 343.16750000000008 573.53125000000011 152.16750000000005 1070.9310000000003 1439.8675000000001 0 1083.8250000000003 522.5150000000001 1 2 888.10000000000014 169.99800000000002 76.731000000000009 658.11750000000018 594.30750000000012 17.202000000000002 123.21700000000001 53.89650000000001 6.6572445000000009 66.547500000000028 26.186697500000005
decision_type=2 2 2 2 2 2 9 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 20 6 13 8 14 9 10 -1 -11 17 -6 15 -8 -16 -10 -9 -7 21 -2
right_child=3 2 -4 -5 5 19 7 18 12 11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.96822693065061405 -0.008444734019477193 1.4100958545207976 -0.27113829517364502 -1.3112101829968967 0.67466246028741195 0.016515825344966008 0.00020074705470292525 0.61786206424236301 -0.46705402013801389 0.04671195055588985 0.12226197641281406 -0.91591237951727478 0.11037180497096134 1.7095343410372734 -0.10835720915264554 0.69842603222016364 -0.71413360341389975 -1.3939769368171693 1.2719935255050658 -0.56146671668342929 -0.47810614466667178 -0.29799256915137884
leaf_weight=108 41 40 25 26 36 26 98810 32 42 2973 899 34 26 20 135 31 45 20 20 23 20 21
leaf_count=108 41 40 25 26 36 26 98810 32 42 2973 899 34 26 20 135 31 45 20 20 23 20 21
internal_value=0 0.00410323 0.763467 -0.465349 0.00362532 0.43804 0.00318322 0.000403038 0.0701591 0.0829897 0.221619 0.0357089 -0.507115 1.04426 -5.32939e-05 0.000419735 -0.259801 -0.766061 0.869451 -0.254782 -0.197149 -0.106517
internal_weight=0 103345 65 108 103280 105 103175 99073 4102 4014 1007 3007 88 56 99021 98841 180 62 52 49 82 62
internal_count=103453 103345 65 108 103280 105 103175 99073 4102 4014 1007 3007 88 56 99021 98841 180 62 52 49 82 62
cat_boundaries=0 5 6 11
cat_threshold=1073774848 536920064 0 139591688 262176 74 0 536870912 0 131072 32
is_linear=0
shrinkage=0.01


Tree=413
num_leaves=23
num_cat=3
split_feature=18 22 22 6 2 2 26 25 10 24 25 3 4 2 10 6 12 4 3 3 14 18
split_gain=233037 367583 426200 240133 194405 432226 361459 188433 293923 256611 724347 305298 229441 137908 123850 349248 136297 114089 90963.7 39958.1 20219.9 3327.4
threshold=524.50200000000007 343.16750000000008 573.53125000000011 152.16750000000005 1070.9310000000003 1439.8675000000001 2022.5000000000002 0 522.5150000000001 1 2 888.10000000000014 1085.2750000000003 169.99800000000002 796.68750000000011 207.31054000000003 890.55300000000011 123.21700000000001 54.825730000000007 6.6572445000000009 31.963500000000003 819.02500000000009
decision_type=2 2 2 2 2 2 2 9 2 1 9 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 20 7 6 -6 8 9 10 -1 -11 14 17 16 -16 -9 -10 -14 -7 21 -2
right_child=3 2 -4 -5 5 19 -8 12 13 11 -12 -13 18 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.95936518588308561 -0.15993976268172266 1.3959948699474336 -0.26842691287994386 -1.2980980730056764 2.0710108402797154 0.016350648219768817 0.41150062193189352 1.543594563571387e-06 -0.46238347201120283 0.046244831816229084 0.12105279903469569 -0.9067532455219941 0.33727334331063669 0.10926805542065549 0.0086462076248661167 1.50075405393328 -0.48913556751451992 -1.3800371794700623 1.1871904640197755 -0.55585203595783395 -0.42563439396711494 -0.0053789245165311375
leaf_weight=108 30 40 25 26 21 26 35 98879 42 2973 899 34 34 26 62 21 57 20 20 23 26 26
leaf_count=108 30 40 25 26 21 26 35 98879 42 2973 899 34 34 26 62 21 57 20 20 23 26 26
internal_value=0 0.00406325 0.755833 -0.460695 0.00359012 0.43366 1.03382 0.00315244 0.0694841 0.0821869 0.21951 0.0353518 0.000399008 -0.502044 4.36664e-05 0.386167 -0.000280263 -0.758401 0.652057 -0.252234 -0.195177 -0.0881794
internal_weight=0 103345 65 108 103280 105 56 103175 4102 4014 1007 3007 99073 88 99019 83 98936 62 54 49 82 56
internal_count=103453 103345 65 108 103280 105 56 103175 4102 4014 1007 3007 99073 88 99019 83 98936 62 54 49 82 56
cat_boundaries=0 5 6 11
cat_threshold=1073774848 536920064 0 139591688 262176 74 0 536870912 0 131072 32
is_linear=0
shrinkage=0.01


Tree=414
num_leaves=22
num_cat=1
split_feature=18 22 22 6 2 2 26 25 5 0 0 3 2 0 0 8 3 4 3 11 16
split_gain=228401 360267 417719 235354 190536 423625 354266 184825 384281 255984 347133 338475 234769 119770 148078 122838 74609.2 51422.1 39162.9 22975.2 4416.63
threshold=524.50200000000007 343.16750000000008 573.53125000000011 152.16750000000005 1070.9310000000003 1439.8675000000001 2022.5000000000002 0 1083.8250000000003 883.10000000000014 594.30750000000012 35.85625000000001 440.02900000000005 658.11750000000018 594.30750000000012 149.30750000000003 190.99500000000003 53.89650000000001 6.6572445000000009 63.326000000000001 7.9765000000000006
decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 19 7 6 -6 9 13 10 12 -11 -1 14 -9 -15 -12 -10 -7 20 -2
right_child=3 2 -4 -5 5 18 -8 8 17 11 16 -13 -14 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.084556263100654325 -0.23005257419177466 1.382034916162491 -0.26574264240264894 -1.2851171046036942 2.0503008052280971 0.016187146260188176 0.40738561348404206 0.00019626937665877299 0.61121443867683412 1.3724010164597455 -0.98142195031449608 -0.16037930145263674 -0.34912378517232201 -0.16283517752803348 0.69144175160315724 -0.97659183456784204 -0.22333700132369994 1.2575923187732696 -0.55029354105825012 0.10149011169373989 -0.41060440564155576
leaf_weight=3857 42 40 25 26 21 26 35 98810 32 34 37 25 129 159 31 21 20 20 23 20 20
leaf_count=3857 42 40 25 26 21 26 35 98810 32 34 37 25 129 159 31 21 20 20 23 20 20
internal_value=0 0.00402366 0.748274 -0.456088 0.00355527 0.429323 1.02348 0.00312197 0.000395018 0.0688155 0.0594403 0.722918 0.070521 -5.62623e-05 0.000413068 -0.257773 -0.715427 0.859821 -0.249712 -0.193226 -0.288295
internal_weight=0 103345 65 108 103280 105 56 103175 99073 4102 4043 59 3986 99021 98841 180 57 52 49 82 62
internal_count=103453 103345 65 108 103280 105 56 103175 99073 4102 4043 59 3986 99021 98841 180 57 52 49 82 62
cat_boundaries=0 5
cat_threshold=1073774848 536920064 0 139591688 262176
is_linear=0
shrinkage=0.01


Tree=415
num_leaves=27
num_cat=4
split_feature=7 7 17 24 6 2 2 10 25 2 3 26 0 25 24 4 3 8 8 5 6 3 26 26 7 7
split_gain=224356 357896 1.30737e+06 399038 374645 263504 228865 223837 214335 168881 154391 164397 123873 103685 176392 132662 97889.2 103856 60392.5 107818 34050.7 25091.4 7925.05 6243.25 68.8669 244.685
threshold=783.3660000000001 394.58800000000002 123.80250000000002 0 483.06600000000009 1070.9310000000003 352.68673250000012 94.544650000000004 1 169.99800000000002 1449.0631000000001 2022.5000000000002 228.21400000000003 2 3 1085.2750000000003 218.51700000000002 56.02300000000001 29.932147000000004 4.4342985000000015 4.4316985000000004 2.8222380000000005 2022.5000000000002 2022.5000000000002 1107.8925000000002 1481.2725000000003
decision_type=2 2 2 1 2 2 2 2 9 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 16 8 18 9 22 20 13 -12 21 14 -10 -15 17 -5 19 24 -3 23 -1 -7 -2 -26
right_child=6 2 -4 4 -6 12 -8 -9 10 -11 11 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=-0.47617312322344096 -0.13688738291604177 0.18447318261129816 2.1262936197386848 -0.118470977353461 -1.5139808912277222 -0.32924178441365565 -1.2110599115159777 1.1775030997552369 0.06779692777400706 1.0496980901197954 -0.076796155929565429 1.150792037397623 -1.2208898577690124 -0.0048016233390811517 0.0031017988798091481 -0.81934255838394165 -0.55436416783640463 0.53340935080392027 0.13515313085756803 -0.91719701369603468 -0.2865729990459624 -0.052593638896942137 -0.32725121328275497 -0.5426046812534332 -0.18082776486873628 -0.13136209058761597
leaf_weight=70 35 57 36 81 20 24 27 38 5614 22 20 24 20 80202 16833 20 31 35 38 24 21 22 73 32 20 20
leaf_count=70 35 57 36 81 20 24 27 38 5614 22 20 24 20 80202 16833 20 31 35 38 24 21 22 73 32 20 20
internal_value=0 0.00058627 0.324018 0.111291 -0.216902 -0.000484989 -0.369576 0.488753 8.83276e-06 0.275903 0.00056589 0.592797 -0.518776 0.000312138 0.0193051 -0.00500407 -0.0551844 0.0782171 -0.203736 -0.333814 0.0576531 -0.338746 -0.373996 -0.451163 -0.147131 -0.156095
internal_weight=0 103295 341 305 167 102954 164 138 102856 100 102713 44 98 102669 22447 80222 147 116 137 99 78 78 143 56 75 40
internal_count=103459 103295 341 305 167 102954 164 138 102856 100 102713 44 98 102669 22447 80222 147 116 137 99 78 78 143 56 75 40
cat_boundaries=0 1 5 11 12
cat_threshold=309 0 0 0 131072 1082163840 541196290 4904 172065058 805855280 296 11
is_linear=0
shrinkage=0.01


Tree=416
num_leaves=27
num_cat=3
split_feature=7 7 17 24 9 9 10 2 2 25 3 26 8 0 3 12 0 25 8 6 4 3 26 26 7 7
split_gain=219892 350774 1.28136e+06 391097 488050 403368 427600 258260 224310 210070 151318 161126 122420 121408 112678 102408 127102 113895 59190.7 78244.3 29350.8 24592.1 7767.34 6119.01 558.945 1765.64
threshold=783.3660000000001 394.58800000000002 123.80250000000002 0 430.98750000000007 94.788750000000007 125.21375000000002 1070.9310000000003 352.68673250000012 1 1449.0631000000001 2022.5000000000002 352.04000000000008 228.21400000000003 8.0935000000000006 522.5150000000001 85.033590000000018 2 29.932147000000004 177.77500000000001 2.6275000000000004 2.8222380000000005 2022.5000000000002 2022.5000000000002 1107.8925000000002 1481.2725000000003
decision_type=2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=1 7 3 5 12 6 20 9 18 22 15 -12 14 21 -5 17 -17 -11 19 24 -3 23 -1 -9 -2 -26
right_child=8 2 -4 4 -6 -7 -8 13 -10 10 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=-0.4714113900320871 -0.15919961615971157 -0.00032325978936820199 2.105030711226993 0.080863215558669155 -1.5159837736606598 1.4289672287305197 1.5087618207931519 -0.3259493533770243 -1.1989493016843442 0.021044275962247384 -0.076028203964233404 1.1392840665578843 0.72441839540004738 -1.2086809668540954 -0.58026917799099076 -0.09284801814159821 -0.70864497284556549 -0.0047295720301519005 0.13380160030565763 -0.88921278047561647 -0.41613534490267434 -0.05206769845702431 -0.32397869920077393 -0.53717863433063029 -0.2790417117731912 -0.15221694738968558
leaf_weight=70 35 58 36 85 25 36 20 24 27 21759 20 24 20 20 37 152 43 80715 38 20 24 22 73 32 21 23
leaf_count=70 35 58 36 85 25 36 20 24 27 21759 20 24 20 20 37 152 43 80715 38 20 24 22 73 32 21 23
internal_value=0 0.000580476 0.320778 0.110178 -0.214733 0.483865 0.197738 -0.00048007 -0.36588 8.81349e-06 0.000560301 0.586869 -0.000762101 -0.513588 -0.119644 0.000309086 -0.228639 0.000744756 -0.201698 -0.330476 -0.122024 -0.335359 -0.370256 -0.446652 -0.189023 -0.212747
internal_weight=0 103295 341 305 167 138 102 102954 164 102856 102713 44 142 98 122 102669 195 102474 137 99 82 78 143 56 79 44
internal_count=103459 103295 341 305 167 138 102 102954 164 102856 102713 44 142 98 122 102669 195 102474 137 99 82 78 143 56 79 44
cat_boundaries=0 1 5 11
cat_threshold=309 0 0 0 131072 1073791616 541196290 4904 172065058 805855280 296
is_linear=0
shrinkage=0.01


Tree=417
num_leaves=25
num_cat=3
split_feature=7 7 16 9 19 2 2 25 24 9 3 3 16 0 26 25 0 6 1 26 2 26 26 7
split_gain=215516 343793 1.38476e+06 314403 281912 253120 219847 205890 177509 466347 173955 148307 270738 180520 157919 124867 118992 52317.6 108807 24412.6 12161.1 11045.2 7612.77 1273.03
threshold=783.3660000000001 394.58800000000002 362.00600000000003 457.46200000000005 33.679000000000009 1070.9310000000003 352.68673250000012 0 1 41.27600000000001 272.24748000000005 1449.0631000000001 371.63775000000004 112.50100000000002 2022.5000000000002 2 228.21400000000003 303.53610000000003 21.000235000000004 2022.5000000000002 1439.8675000000001 2022.5000000000002 2022.5000000000002 1107.8925000000002
decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=1 5 3 4 8 7 17 22 9 -3 -10 12 15 -14 -13 -9 19 18 21 -7 -21 -2 -1 -23
right_child=6 2 -4 -5 -6 16 -8 11 10 -11 -12 14 13 -15 -16 -17 -18 -19 -20 20 -22 23 -24 -25
leaf_value=-0.4666972735268729 -0.067532321973280476 0.10498854796091715 2.870555452823639 -0.69556205233460977 1.3602929167314008 -0.54411627173423771 -1.1869598035459166 0.022496400181711583 0.10049849301811278 1.5720848081906635 -0.79729449253815876 -0.075267921447753905 -0.20255489899218085 -0.90449678936730271 1.1278912800674636 -0.0046187028791929655 -1.1965941662788391 -0.63474435930666717 0.51986280614679514 -0.021854684197384379 -0.34704489132632382 -0.37223911946819677 -0.32073891652773506 -0.28638611062979086
leaf_weight=70 22 78 20 38 22 32 27 21481 127 30 26 20 180 46 24 80962 20 23 22 23 23 31 73 39
leaf_count=70 22 78 20 38 22 32 27 21481 127 30 26 20 180 46 24 80962 20 23 22 23 23 31 73 39
internal_value=0 0.000574687 0.31757 0.158506 0.273186 -0.000475253 -0.362221 8.7411e-06 0.181553 0.469082 -0.0488733 0.000554713 0.000306011 -0.345428 0.581001 0.00106874 -0.508452 -0.199681 -0.111905 -0.332005 -0.18445 -0.26298 -0.366554 -0.324407
internal_weight=0 103295 341 321 283 102954 164 102856 261 108 153 102713 102669 226 44 102443 98 137 114 78 46 92 143 70
internal_count=103459 103295 341 321 283 102954 164 102856 261 108 153 102713 102669 226 44 102443 98 137 114 78 46 92 143 70
cat_boundaries=0 4 5 11
cat_threshold=0 0 0 131072 1077 1082163840 2688679938 4904 172065058 805847088 296
is_linear=0
shrinkage=0.01


Tree=418
num_leaves=27
num_cat=3
split_feature=7 7 16 4 2 24 2 8 8 2 9 25 4 3 16 0 26 25 0 8 5 3 26 26 7 7
split_gain=211227 336952 1.35721e+06 381338 248083 234975 401552 842821 224173 215472 210289 201792 182811 145356 265351 176927 154777 122383 116624 57618.1 104844 24099.3 7461.28 6211.25 72.547 214.708
threshold=783.3660000000001 394.58800000000002 362.00600000000003 606.76150000000018 1070.9310000000003 0 143.73850000000002 23.055000000000003 55.066950000000013 352.68673250000012 285.81500000000005 1 2.9430000000000005 1449.0631000000001 371.63775000000004 112.50100000000002 2022.5000000000002 2 228.21400000000003 29.932147000000004 4.4342985000000015 2.8222380000000005 2022.5000000000002 2022.5000000000002 1107.8925000000002 1481.2725000000003
decision_type=2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=1 4 3 5 11 10 8 -8 -7 19 12 22 -3 14 17 -16 -15 -13 21 20 24 23 -1 -6 -2 -26
right_child=9 2 -4 -5 18 6 7 -9 -10 -11 -12 13 -14 16 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=-0.46203030940464568 -0.13013619354793005 -0.20752423878510795 2.8418498542308805 -1.0290619860649108 -0.31724871635437013 -0.075105256444400123 2.595627835591634 0.020105995425471552 0.76636353381136635 -1.1750902168839066 -1.0714852526187897 0.022271541551886213 0.87654720192863833 -0.07451526641845703 -0.2005293479917778 -0.89545181207115887 1.1166123822828133 -0.0045725216634450233 -1.1846282238960266 0.13332867521988717 -0.90001957337061567 -0.048246850859035142 -0.31753152520689243 -0.53006396658718591 -0.17301856493949891 -0.12668196463584899
leaf_weight=70 35 60 20 25 24 97 24 27 47 27 20 21481 21 20 180 46 24 80962 20 38 24 22 73 32 20 20
leaf_count=70 35 60 20 25 24 97 24 27 47 27 20 21481 21 20 180 46 24 80962 20 38 24 22 73 32 20 20
internal_value=0 0.000568957 0.314395 0.156921 -0.000470483 0.257088 0.446692 1.23212 0.199541 -0.358599 -0.139402 8.67113e-06 0.0735313 0.000549184 0.000302968 -0.341974 0.575191 0.00105807 -0.503367 -0.197684 -0.32474 -0.328685 -0.362888 -0.438857 -0.14065 -0.14985
internal_weight=0 103295 341 321 102954 296 195 51 144 164 101 102856 81 102713 102669 226 44 102443 98 137 99 78 143 56 75 40
internal_count=103459 103295 341 321 102954 296 195 51 144 164 101 102856 81 102713 102669 226 44 102443 98 137 99 78 143 56 75 40
cat_boundaries=0 1 5 11
cat_threshold=3082 0 0 0 131072 1082163840 2688679938 4904 172065058 805847088 296
is_linear=0
shrinkage=0.01


Tree=419
num_leaves=19
num_cat=3
split_feature=25 11 2 0 12 12 5 0 4 25 24 3 3 16 11 8 1 26
split_gain=201377 192465 158716 658054 799983 145365 340359 106901 104068 375316 430009 280152 201341 147232 83494.8 100911 41448.4 7523.24
threshold=0 1439.8675000000001 883.10000000000014 468.98000000000008 54.127500000000005 522.5150000000001 421.77600000000007 131.25500000000002 195.82340000000002 1 2 888.10000000000014 1449.0631000000001 437.65500000000003 364.16800000000006 145.75200000000004 63.146250000000009 2022.5000000000002
decision_type=9 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2
left_child=17 2 5 4 7 8 14 16 12 10 -10 -11 13 -2 15 -7 -4 -1
right_child=1 -3 3 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.45855168557502857 0.0003628034806862835 0.77595312630990521 -0.41850755321390837 -2.0104859757423403 1.7289009716397241 -0.080404142601283507 -1.2666016687195876 0.26498220625377839 0.91294044258358242 0.032425961036699487 0.057460678239531868 -1.0597234058380127 0.74788764417171483 -0.31634390512132876 0.36293930713320149 -0.75360544240033178 -0.9268508697710931 -0.31445921201963684
leaf_weight=71 101356 32 81 20 21 127 29 21 101 1099 141 24 36 147 32 27 20 74
leaf_count=71 101356 32 81 20 21 127 29 21 101 1099 141 24 36 147 32 27 20 74
internal_value=0 0.000539948 0.000299753 -0.311499 -0.0738782 0.000792612 -0.258958 -0.384193 0.00133532 0.0880701 0.436559 0.00900509 0.000169331 -9.58616e-05 -0.101853 -0.198433 -0.51917 -0.360175
internal_weight=0 103314 103282 163 143 103119 215 122 102904 1365 242 1123 101539 101503 186 154 101 145
internal_count=103459 103314 103282 163 143 103119 215 122 102904 1365 242 1123 101539 101503 186 154 101 145
cat_boundaries=0 4 10 11
cat_threshold=0 0 0 131072 16384 16 512 0 8196 256 2224
is_linear=0
shrinkage=0.01


Tree=420
num_leaves=33
num_cat=4
split_feature=4 2 2 11 13 9 25 3 24 2 2 0 8 3 2 25 4 2 2 9 2 25 0 0 8 4 2 16 7 3 4 11
split_gain=389969 1.89941e+06 147788 143608 184444 202161 148307 409418 315090 381488 5.1721e+06 306260 469743 409252 263399 247402 249572 210510 313865 233218 136854 193975 342331 215419 133029 105978 99201 88531.2 78042.5 29139.9 35890.1 13749
threshold=891.77550000000008 364.96250000000003 49.990000000000009 798.75000000000011 237.51325000000003 36.905775000000013 0 1449.0631000000001 1 52.029000000000003 66.795000000000016 507.82280000000009 141.18560000000005 25.500607500000005 472.9221300000001 2 189.80565000000004 512.13625000000013 315.17050000000006 166.71600000000004 383.96180000000004 3 212.52070000000001 199.57125000000005 5.008 1085.2750000000003 364.96250000000003 522.5150000000001 16.667000000000005 0.45700000000000007 1468.3681000000001 1092.2834
decision_type=2 2 2 2 2 2 9 2 1 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=3 2 25 6 5 28 8 20 9 15 -11 17 13 -13 -12 16 -1 18 -10 -19 26 23 -23 -22 -17 -2 27 -8 31 30 -27 -5
right_child=1 -3 -4 4 -6 -7 7 -9 11 10 14 12 -14 -15 -16 24 -18 19 -20 -21 21 22 -24 -25 -26 29 -28 -29 -30 -31 -32 -33
leaf_value=-0.094714949494959899 -0.32395543239734792 3.2251760838248518 -0.65015155143737791 -0.036152409782463854 -1.1996746769405549 0.62935305714607237 -0.0015046841516054661 1.2070243507623672 -0.022348368280996934 5.4105333113670353 -0.10593285910831476 1.5554733263362539 -0.69372158223932445 -0.090575060844421393 0.74496393371135627 0.27559333987676415 0.81387724101543424 -0.82634838004266065 0.72762623853850783 0.39296274571191697 -0.022644846542636949 -0.1834005431381483 -1.1393661064722322 1.1133053121566772 -0.34947241385777794 0.22262669944763183 0.5160969342412175 -0.3118585440516472 -0.96170973098278045 0.11705087039781654 0.77327165340555126 -0.36767224056967374
leaf_weight=547 27 22 25 22 21 24 98483 28 2655 20 161 44 22 23 47 628 32 62 57 21 101 252 44 20 36 20 37 92 20 23 29 29
leaf_count=547 27 22 25 22 21 24 98483 28 2655 20 161 44 22 23 47 628 32 62 57 21 101 252 44 20 36 20 37 92 20 23 29 29
internal_value=0 0.51728 0.0368467 9.67291e-05 -0.351558 -0.16408 0.00049119 -0.00202242 0.0575371 0.176162 0.553372 -0.00336762 0.574109 0.990412 0.0863371 0.108388 -0.0437436 -0.021768 -0.00658563 -0.517848 -0.00236447 -0.183142 -0.314866 0.152511 0.238118 0.210331 -0.00160002 -0.00179434 -0.432282 0.410689 0.548519 -0.224664
internal_weight=0 146 124 103528 116 95 103412 99057 4355 1471 228 2884 89 67 208 1243 579 2795 2712 83 99029 417 296 121 664 99 98612 98575 71 72 49 51
internal_count=103674 146 124 103528 116 95 103412 99057 4355 1471 228 2884 89 67 208 1243 579 2795 2712 83 99029 417 296 121 664 99 98612 98575 71 72 49 51
cat_boundaries=0 5 6 8 14
cat_threshold=1073774592 32770 4360 163848 32 108 32768 2 1048576 0 32 0 8192 8448
is_linear=0
shrinkage=0.01


Tree=421
num_leaves=29
num_cat=4
split_feature=4 2 2 11 12 9 25 3 24 2 2 0 5 6 1 25 24 0 1 10 5 2 4 0 1 3 4 11
split_gain=382208 1.86161e+06 144847 140750 275720 149976 145355 401271 308820 373897 5.06917e+06 300165 683081 320834 266401 243666 212882 190684 190262 177991 210873 113616 103869 92039.4 66535.3 28560 35175.9 21786.2
threshold=891.77550000000008 364.96250000000003 49.990000000000009 798.75000000000011 225.6585 36.905775000000013 0 1449.0631000000001 1 52.029000000000003 66.795000000000016 507.82280000000009 4.4342985000000015 1054.5000000000002 413.70875000000007 2 3 367.42525000000006 596.10500000000013 1098.7459000000001 897.08550000000014 383.96180000000004 1085.2750000000003 1077.3535000000002 147.52500000000003 0.45700000000000007 1468.3681000000001 1092.2834
decision_type=2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 6 5 27 8 19 9 15 -11 13 23 17 -12 16 -1 -10 -17 20 21 -8 -2 -13 -22 26 -24 -5
right_child=1 -3 -4 4 -6 -7 7 -9 11 10 14 12 -14 -15 -16 18 -18 -19 -20 -21 24 -23 25 -25 -26 -27 -28 -29
leaf_value=0.64699059151269345 -0.3207158773916739 3.1929243035749955 -0.64365003280639654 -0.12891600817441939 -1.1734987837473552 0.59222198619842537 -0.0014855381431085688 1.1949541061265128 -0.020246285093869158 5.3564281167984005 0.22952220304718232 1.6945983965643521 -0.44655819943076686 1.2404681510925293 -0.8036531540443157 0.013319837238902373 0.059151726330027861 -0.69138827412627468 0.99873618030548106 0.75527727311657322 -0.35230106592178345 -0.16911481059665603 0.22040042304992674 0.83684656056490814 -1.0242309532165528 0.11588033344434655 0.76553889011514598 -0.50734221063554286
leaf_weight=133 27 22 25 29 30 25 98516 28 2732 20 179 29 38 20 29 964 126 43 20 31 56 406 20 22 20 23 29 32
leaf_count=133 27 22 25 29 30 25 98516 28 2732 20 179 29 38 20 29 964 126 43 20 31 56 406 20 22 20 23 29 32
internal_value=0 0.512107 0.0364783 9.57618e-05 -0.348042 -0.0600926 0.000486278 -0.00200219 0.0569617 0.1744 0.547838 -0.00333394 0.568368 -0.0215503 0.0854737 0.107304 0.373845 -0.030646 0.0330131 -0.00234083 -0.00257807 -0.00217353 0.208228 1.32459 -0.529125 0.406582 0.543033 -0.327435
internal_weight=0 146 124 103528 116 86 103412 99057 4355 1471 228 2884 89 2795 208 1243 259 2775 984 99029 98998 98922 99 51 76 72 49 61
internal_count=103674 146 124 103528 116 86 103412 99057 4355 1471 228 2884 89 2795 208 1243 259 2775 984 99029 98998 98922 99 51 76 72 49 61
cat_boundaries=0 5 6 10 11
cat_threshold=1073774592 32770 4360 163848 32 108 1073741824 0 0 163840 72
is_linear=0
shrinkage=0.01


Tree=422
num_leaves=31
num_cat=3
split_feature=4 2 2 11 13 9 25 3 24 2 2 0 5 1 25 4 1 2 2 9 10 5 26 2 4 0 7 3 4 11
split_gain=374601 1.82456e+06 141964 137950 179969 195837 142542 393285 302838 366361 4.9683e+06 294192 669488 261100 240494 244221 209811 205840 308022 229090 174449 206677 121680 111355 101802 90207.8 76255.8 27991.7 34475.9 13111.8
threshold=891.77550000000008 364.96250000000003 49.990000000000009 798.75000000000011 237.51325000000003 36.905775000000013 0 1449.0631000000001 1 52.029000000000003 66.795000000000016 507.82280000000009 4.4342985000000015 413.70875000000007 2 189.80565000000004 114.30865000000001 512.13625000000013 315.17050000000006 166.71600000000004 1098.7459000000001 897.08550000000014 2022.5000000000002 383.96180000000004 1085.2750000000003 1077.3535000000002 16.667000000000005 0.45700000000000007 1468.3681000000001 1092.2834
decision_type=2 2 2 2 2 2 9 2 1 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 24 6 5 26 8 20 9 14 -11 17 25 -12 15 -1 -16 18 -10 -19 21 23 -23 -8 -2 -13 29 28 -26 -5
right_child=1 -3 -4 4 -6 -7 7 -9 11 10 13 12 -14 -15 16 -17 -18 19 -20 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.094117176087072596 -0.31750872223465532 3.1609951279380106 -0.63721355209350583 -0.034026915666393258 -1.1823260965801421 0.62155164122581485 -0.0014706826950470261 1.1830045189176288 -0.021937112110651146 5.3028638076782224 0.2272269872313771 1.6776523747937433 -0.44209261593065763 -0.79561661621619917 0.2757112276723066 0.8046814584732056 -0.59407522201538088 -0.81763962230374732 0.72102341074692577 0.39083355086190358 0.74772447032313194 -0.014440089916360791 -0.83814003193632092 -0.16742365996605657 0.21819645690917969 0.82847812089053063 -0.94667832183837886 0.1147215275142504 0.75788353558244381 -0.35777354700298147
leaf_weight=547 27 22 25 22 21 24 98516 28 2655 20 179 29 38 29 635 32 29 62 57 21 31 29 47 406 20 22 20 23 29 29
leaf_count=547 27 22 25 22 21 24 98516 28 2655 20 179 29 38 29 635 32 29 62 57 21 31 29 47 406 20 22 20 23 29 29
internal_value=0 0.506986 0.0361135 9.54864e-05 -0.344562 -0.159372 0.000482098 -0.00198217 0.0564083 0.172704 0.54236 -0.0033006 0.562684 0.084619 0.106288 -0.0436881 0.234197 -0.0213348 -0.00632179 -0.511881 -0.00231742 -0.00255229 -0.523833 -0.00215179 0.206146 1.31134 -0.423346 0.402516 0.537603 -0.218118
internal_weight=0 146 124 103528 116 95 103412 99057 4355 1471 228 2884 89 208 1243 579 664 2795 2712 83 99029 98998 76 98922 99 51 71 72 49 51
internal_count=103674 146 124 103528 116 95 103412 99057 4355 1471 228 2884 89 208 1243 579 664 2795 2712 83 99029 98998 76 98922 99 51 71 72 49 51
cat_boundaries=0 5 6 8
cat_threshold=1073774592 32770 4360 163848 32 108 32768 2
is_linear=0
shrinkage=0.01


Tree=423
num_leaves=29
num_cat=3
split_feature=4 6 11 12 9 25 24 0 5 6 8 4 0 10 5 5 13 6 0 9 12 25 26 0 13 0 26 11
split_gain=367147 1.56229e+06 135204 268504 145314 139705 296812 288338 656165 314853 282723 365291 186918 170825 207727 164194 498480 138267 185324 131479 127698 104859 95092.1 88412.7 58949.9 57720 38441.5 21112.7
threshold=891.77550000000008 344.61250000000007 798.75000000000011 225.6585 36.905775000000013 0 1 507.82280000000009 4.4342985000000015 1054.5000000000002 11.191514000000002 237.41375000000005 367.42525000000006 1098.7459000000001 897.08550000000014 392.81250000000006 287.90852000000007 2.8222380000000005 94.955000000000027 80.578000000000017 1078.0535000000002 2 2022.5000000000002 1077.3535000000002 132.48625000000001 6.0237500000000006 2022.5000000000002 1092.2834
decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=2 19 5 4 27 6 10 9 23 12 17 24 -8 14 15 20 -17 21 -19 25 -7 -1 -16 -9 -12 26 -2 -4
right_child=1 -3 3 -5 -6 13 7 8 -10 -11 11 -13 -14 -15 22 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.32324066836666077 0.35781115203068176 3.0256851396106539 -0.12468766283886186 -1.1556980797449747 0.58513508396148683 -0.0026927144798691745 -0.019835478646645258 1.6608759077664079 -0.43767169199491807 1.2290784225463867 -0.26279755035368335 0.92753124694824229 -0.68431583027506993 0.74024723422142769 -0.076393339157104501 0.12283101389594112 1.7565899229049684 -0.39326584814299997 0.67608536198025659 0.77966916691173216 0.67272718565804623 0.11890823836779703 -0.794085609515508 0.82019335421648887 -0.71078358014424636 -0.45939728907176425 -0.10708143358645232 -0.49721878617070614
leaf_weight=764 29 21 29 30 25 98618 2732 29 38 20 119 25 43 31 30 282 20 71 21 22 28 432 48 22 39 28 46 32
leaf_count=764 29 21 29 30 25 98618 2732 29 38 20 119 25 43 31 30 282 20 71 21 22 28 432 48 22 39 28 46 32
internal_value=0 0.501916 9.45317e-05 -0.341116 -0.0569601 0.000477277 0.0558442 -0.00326759 0.557058 -0.0211215 0.170977 -0.195657 -0.0301319 -0.00196235 -0.00219489 -0.00178825 0.231027 0.224396 -0.149175 0.077923 -0.002501 0.253132 -0.51805 1.29823 -0.373376 -0.0719645 0.072677 -0.320114
internal_weight=0 146 103528 116 86 103412 4355 2884 89 2795 1471 183 2775 99057 99026 98948 302 1288 92 125 98646 1196 78 51 158 103 75 61
internal_count=103674 146 103528 116 86 103412 4355 2884 89 2795 1471 183 2775 99057 99026 98948 302 1288 92 125 98646 1196 78 51 158 103 75 61
cat_boundaries=0 5 6 10
cat_threshold=1073774592 32770 4360 163848 32 108 1073774592 0 0 163840
is_linear=0
shrinkage=0.01


Tree=424
num_leaves=30
num_cat=2
split_feature=4 2 2 2 25 24 2 1 6 4 11 2 15 22 7 2 0 11 1 1 4 2 10 6 1 26 0 26 4
split_gain=359840 1.77894e+06 141068 134367 135255 289916 470650 712144 349562 584996 344944 551083 253006 219802 152643 111948 168224 277432 235323 157758 99063.5 97052.1 79276.8 359376 60878.8 16373.3 13866.6 7375.78 13638
threshold=891.77550000000008 364.96250000000003 49.990000000000009 1439.8675000000001 0 1 440.02900000000005 285.35875000000004 763.68025000000011 4.402000000000001 10.113750000000001 52.029000000000003 181.34400000000002 72.928750000000022 615.99125000000015 383.96180000000004 367.42525000000006 147.14950000000002 242.38250000000002 542.71780000000012 1085.2750000000003 364.96250000000003 522.5150000000001 228.79300000000003 147.52500000000003 2022.5000000000002 16.923276000000005 2022.5000000000002 1468.3681000000001
decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 5 6 10 26 13 -10 11 -1 -12 14 -7 21 17 19 -18 -17 -2 22 24 -24 -6 -5 -8 -22 -29
right_child=1 -3 -4 25 15 8 7 -9 9 -11 12 -13 -14 -15 -16 16 18 -19 -20 -21 27 -23 23 -25 -26 -27 -28 28 -30
leaf_value=0.1078797953126488 -0.3151195430755615 3.1175127657977018 -0.63925040054321292 -0.34230539866856169 -0.003003615773450455 -0.010324857219971735 1.924707486288888 -0.54965807378292086 -0.26444230306716193 2.1252601375579836 -0.3659354563806263 0.726685290629009 0.81451253044605254 -1.0246362001245672 -0.57953581472237914 -0.10850499218400521 -1.3679462201778705 1.0217498903047471 0.037307529015974568 -1.0243173432350159 0.53829241116841642 0.5106012947494919 -0.0085763700546756874 1.2279696806545917 0.059987931887238659 -0.72465312272310256 1.5613028544471377 0.47863927987905647 0.14034244710748847
leaf_weight=1517 27 22 25 21 96717 2546 21 20 21 20 197 159 20 22 48 316 26 21 22 20 24 37 124 29 1559 24 21 26 22
leaf_count=1517 27 22 25 21 96717 2546 21 20 21 20 197 159 20 22 48 316 26 21 22 20 24 37 124 29 1559 24 21 26 22
internal_value=0 0.496897 0.0319491 9.40134e-05 0.000331582 0.0532055 0.145349 1.00344 -0.0148837 0.901266 0.118012 0.166585 -0.257138 -0.0292992 -0.0208577 -0.00213997 -0.168057 -0.0933254 -0.723872 -0.163018 0.201444 -0.00145776 -0.00165024 0.225802 -0.00200435 -0.546224 1.74301 0.395155 0.323587
internal_weight=0 146 124 103528 103483 4612 1955 62 2657 41 1893 1676 217 2616 2594 98871 405 357 48 336 99 98466 98429 153 98276 45 42 72 48
internal_count=103674 146 124 103528 103483 4612 1955 62 2657 41 1893 1676 217 2616 2594 98871 405 357 48 336 99 98466 98429 153 98276 45 42 72 48
cat_boundaries=0 5 6
cat_threshold=1073774592 32770 4360 163848 262176 124
is_linear=0
shrinkage=0.01


Tree=425
num_leaves=31
num_cat=1
split_feature=13 6 11 5 6 0 1 24 12 2 2 2 6 5 9 8 15 0 8 8 1 3 2 12 5 11 8 5 5 13
split_gain=151812 620156 226561 188305 1.21494e+06 175438 109872 392326 550116 705767 338740 312914 174678 267211 109165 101450 258635 98628.8 91966.4 89951.5 78938.5 59285.1 55354.1 53150 181546 33110.8 32516 23675.7 13060.2 6177.64
threshold=431.15675000000005 543.52500000000009 242.583 1083.8250000000003 222.67000000000004 212.52070000000001 469.21250000000003 0 16.687305500000004 414.53600000000012 211.31080500000004 1070.9310000000003 214.91000000000003 161.25550000000001 1117.4100000000001 551.49600000000009 197.48460000000003 24.195078500000005 312.32500000000005 455.79000000000002 1439.8675000000001 24.195078500000005 1439.8675000000001 4.402000000000001 96.745000000000019 45.62210000000001 55.066950000000013 13.08825 1449.0631000000001 1084.4500000000003
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 21 23 11 8 9 10 -8 14 13 20 15 19 -17 22 -4 -1 -9 28 -13 24 29 27 -16 -25 -5 -2
right_child=1 -3 18 4 -6 -7 7 12 -10 -11 -12 17 -14 -15 26 16 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00077359154361100551 -0.14029756643685951 -1.7349737174987794 0.96043496761322023 -0.50977852325439454 2.6305994939804078 -1.0281370409329731 0.68597315829024352 -0.1994983865411242 -0.59951862987719085 2.2476359945764908 -0.57591709833878735 -0.75114919896636689 -0.74780400791683721 0.92705997696629283 -0.26253610983127501 0.10470312785581161 1.3024107741713524 -1.2294917755126953 0.062770645959036683 -0.29788594002817192 0.44819773651304701 0.29604147315025331 -0.15073296042049633 0.001518934965133667 0.8027172835495161 -0.67780791600545243 -0.7543563667535782 -0.44992480050949824 -0.18654193420410156 -0.33228778998057046
leaf_weight=102164 83 25 25 25 20 24 117 181 38 26 26 28 37 27 41 183 20 20 21 102 21 20 34 26 23 21 20 21 25 21
leaf_count=102164 83 25 25 25 20 24 117 181 38 26 26 28 37 27 41 183 20 20 21 102 21 20 34 26 23 21 20 21 25 21
internal_value=0 -0.229392 -0.0873561 -0.000272113 0.456942 -0.221363 -0.000671291 0.151388 0.46517 0.732092 0.456539 -0.00137222 -0.106287 -0.00727701 -0.000878375 -0.000626616 0.222704 -0.618865 0.550632 -0.00106993 -0.132164 -0.164103 -0.421889 -0.122067 -0.00126176 -0.34769 -0.423789 -0.20019 -0.34816 -0.179065
internal_weight=0 290 265 103175 90 219 103085 473 207 169 143 102612 266 229 102530 102469 203 82 46 102266 202 70 62 195 127 68 61 47 50 104
internal_count=103465 290 265 103175 90 219 103085 473 207 169 143 102612 266 229 102530 102469 203 82 46 102266 202 70 62 195 127 68 61 47 50 104
cat_boundaries=0 1
cat_threshold=1443
is_linear=0
shrinkage=0.01


Tree=426
num_leaves=20
num_cat=1
split_feature=13 6 16 6 5 14 1 1 1 12 4 25 8 10 10 8 15 8 14
split_gain=148791 607815 187481 131628 489900 363760 360492 364874 202906 107922 96484.9 104412 87649.9 180699 72153.3 118645 115434 64626.9 29659.9
threshold=431.15675000000005 543.52500000000009 1107.6734000000001 53.105500000000006 1083.8250000000003 678.01075000000003 884.13250000000005 661.33164000000011 1439.8675000000001 890.55300000000011 1468.3681000000001 0 401.69424000000004 451.48500000000007 181.76125000000005 24.256500000000006 54.026500000000006 6.0275000000000007 181.20240000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=2 12 3 8 5 6 7 -5 9 10 11 -1 13 14 15 18 -17 -11 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 17 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.13788640562902418 -0.14064633868137996 -1.7176239807128906 0.73149388177054264 0.041749876190902965 1.5451959826729516 1.2508490994453429 -1.0512151905695597 1.3334105560996314 0.74788914905654058 -0.18275393949972618 0.52220522226606103 -0.0021510227432969863 -0.67640726046717692 0.8560390245346795 -0.6094860252967248 -0.0046929837675655593 0.95274391603469855 -0.87731438046409982 -0.54802133866718838
leaf_weight=560 120 25 35 3697 22 25 30 22 36 37 35 98655 23 21 26 34 20 21 21
leaf_count=560 120 25 35 3697 22 25 30 22 36 37 35 98655 23 21 26 34 20 21 21
internal_value=0 -0.227098 -0.000269392 -0.000517712 0.0572743 0.0486007 0.0405836 0.0493908 -0.00272598 -0.00299809 -0.00274608 -0.00293127 -0.0864826 -0.0304153 -0.114649 -0.0486702 0.349913 -0.434233 -0.201319
internal_weight=0 290 103175 103140 3796 3774 3749 3719 99344 99308 99250 99215 265 242 221 195 54 58 141
internal_count=103465 290 103175 103140 3796 3774 3749 3719 99344 99308 99250 99215 265 242 221 195 54 58 141
cat_boundaries=0 5
cat_threshold=0 0 4096 296 1074020384
is_linear=0
shrinkage=0.01


Tree=427
num_leaves=24
num_cat=1
split_feature=18 1 5 6 12 5 1 9 2 10 25 4 3 3 16 4 1 2 11 9 11 5 18
split_gain=162096 380054 240047 1.11858e+06 133123 224354 146578 484360 319709 313515 396823 141014 95899.1 85950.1 200138 128434 61166.5 87992.3 54981.3 61970.6 33622.9 16792.4 1801.33
threshold=524.50200000000007 159.97720000000004 1083.8250000000003 264.52500000000003 890.55300000000011 54.009400000000007 469.21250000000003 553.21400000000006 1070.9310000000003 168.56750000000002 0 130.27000000000001 11.413000000000002 32.603453500000008 631.17300000000012 1468.3681000000001 55.204000000000015 1439.8675000000001 190.60000000000002 16.325500000000002 0.45700000000000007 1449.0631000000001 819.02500000000009
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
left_child=2 18 4 12 6 20 8 9 13 10 -8 -11 21 15 -15 -1 17 -10 19 22 -6 -4 -2
right_child=1 -3 3 -5 5 -7 7 -9 16 11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0033326377618181436 -0.10276779987193921 -1.5937421181088403 -0.50449635543823246 2.600956226348877 -0.26371068917787993 -1.2963435640789214 0.67145835861083003 1.622896231954748 -0.81814901373603122 -1.1200334163948342 -0.0071836785699838021 -0.10716674889836993 0.49859619998931887 0.033104867178275918 1.0111326537813459 0.686458854675293 -1.0580209953134709 -0.093273565672776282 0.36184124882519242 -0.70351872467994692 0.24059770452976229 -0.13417451143264772 0.016299927155875291
leaf_weight=96845 27 21 25 20 39 21 114 22 33 27 291 28 20 5720 21 27 22 34 20 20 20 24 24
leaf_count=96845 27 21 25 20 39 21 114 22 33 27 291 28 20 5720 21 27 22 34 20 20 20 24 24
internal_value=0 -0.381122 -0.000484212 0.518634 -0.000931624 -0.4087 -0.000615476 0.173362 -0.00143199 0.104037 0.200243 -0.604392 -0.0849373 -0.000912373 0.0366824 -0.00314038 -0.600525 -0.450302 -0.101287 -0.231745 -0.0927587 -0.323114 -0.0467359
internal_weight=0 112 103353 89 103264 80 103184 482 102702 460 405 55 69 102613 5741 96872 89 67 91 71 59 49 51
internal_count=103465 112 103353 89 103264 80 103184 482 102702 460 405 55 69 102613 5741 96872 89 67 91 71 59 49 51
cat_boundaries=0 1
cat_threshold=1081344
is_linear=0
shrinkage=0.01


Tree=428
num_leaves=28
num_cat=1
split_feature=18 1 5 6 25 5 2 5 2 0 14 5 13 5 13 4 7 1 8 0 2 4 8 5 11 13 18
split_gain=158871 372491 235270 1.09632e+06 109643 276902 607484 423770 526481 564691 359009 193560 333911 204126 674461 806251 159278 145615 139249 125756 118143 82312.5 81467 55486.6 53887.1 44942.5 4737.02
threshold=524.50200000000007 159.97720000000004 1083.8250000000003 264.52500000000003 0 552.55750000000012 52.962600000000009 302.32450000000006 414.53600000000012 2.8222380000000005 678.01075000000003 522.5150000000001 217.51750000000004 392.81250000000006 82.477500000000006 216.15000000000003 235.71680000000001 1439.8675000000001 1117.4100000000001 166.61000000000004 352.68673250000012 343.82250000000005 45.345800000000004 1449.0631000000001 190.60000000000002 22.136600000000001 819.02500000000009
decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 4 23 5 7 -7 8 10 -10 -1 13 19 17 15 -15 -8 18 -6 22 21 -9 -13 -4 25 26 -2
right_child=1 -3 3 -5 11 6 16 20 9 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.029078430836892155 -0.1562123727798462 -1.5778046766916911 -0.36358344459533692 2.5749466514587405 -0.0031739593565554025 1.7854286723198562 -0.74651342010498045 -0.60366934299468999 -0.1797030966622489 1.2869954323768615 1.3734950380325319 -0.19347095824904362 -1.5406799812316894 -0.2424359050968237 2.0732289936542512 1.774149268269539 0.51553883123397826 0.70578520100692221 0.55322676849365238 0.37928550857486143 -1.1773446138088519 0.13610831669398718 -0.81183528863466703 0.20362806404338163 0.35822280579805371 -0.61764479746598577 0.039082914746325949
leaf_weight=2893 27 21 35 20 99641 29 20 53 42 70 20 118 20 114 20 24 20 29 45 33 26 21 26 34 20 21 23
leaf_count=2893 27 21 35 20 99641 29 20 53 42 70 20 118 20 114 20 24 20 29 45 33 26 21 26 34 20 21 23
internal_value=0 -0.377311 -0.000478727 0.513448 -0.000921665 0.0566625 0.683448 0.0430044 0.0641772 0.736983 0.0383089 -0.002765 -0.315911 -0.0021476 0.357003 0.108275 -0.115487 -0.00271668 -0.00292279 -0.177519 -0.597472 -0.393732 -0.30512 -0.0840879 -0.100274 -0.229428 -0.0663765
internal_weight=0 112 103353 89 103264 3194 69 3125 3025 112 2913 100070 197 99873 158 138 40 99715 99686 177 100 74 144 69 91 71 50
internal_count=103465 112 103353 89 103264 3194 69 3125 3025 112 2913 100070 197 99873 158 138 40 99715 99686 177 100 74 144 69 91 71 50
cat_boundaries=0 6
cat_threshold=1073774592 0 4096 4333568 536870928 1056
is_linear=0
shrinkage=0.01


Tree=429
num_leaves=25
num_cat=2
split_feature=18 1 5 2 12 5 1 24 2 2 2 9 7 0 25 5 0 1 2 11 9 11 5 18
split_gain=155709 365078 230588 546390 130811 220201 142498 550448 510446 372078 313537 146299 111221 93060.2 85034.9 306987 235841 71844.2 68462 52814.8 60489.5 32949.5 22627 1712.53
threshold=524.50200000000007 159.97720000000004 1083.8250000000003 79.975000000000023 890.55300000000011 54.009400000000007 469.21250000000003 0 414.53600000000012 218.51700000000002 1070.9310000000003 141.03750000000005 148.37805150000003 24.195078500000005 1 616.44275000000005 468.98000000000008 6.0168030000000003 1439.8675000000001 190.60000000000002 16.325500000000002 0.45700000000000007 1449.0631000000001 819.02500000000009
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=2 19 4 17 6 21 10 8 9 -8 14 12 -9 18 15 -1 -16 22 -12 20 23 -6 -4 -2
right_child=1 -3 3 -5 5 -7 7 11 -10 -11 13 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.014705798348631276 -0.098981692172862859 -1.5620266378493537 0.48660138801292135 1.963658676147461 -0.26135220368703205 -1.2845129503522601 0.52813053154506573 -0.12722931114994751 1.6685936467787799 -0.68369887924194328 -0.75386740615290981 -0.72021898257426731 0.6556193799972535 -1.1589900831742721 -0.0046299222007892826 0.7137807808792781 -0.30863211451098321 -0.41859905838966371 -0.1127607954459058 0.35464059579372403 -0.69323556399345398 0.23788078618049621 0.054566705010154037 0.017114286273717881
leaf_weight=21534 27 21 27 20 39 21 163 196 34 30 31 39 20 22 80760 63 256 20 36 20 20 20 22 24
leaf_count=21534 27 21 27 20 39 21 163 196 34 30 31 39 20 22 80760 63 256 20 36 20 20 20 22 24
internal_value=0 -0.373538 -0.00047394 0.508313 -0.000912448 -0.405124 -0.000599058 0.170941 0.516061 0.339763 -0.00140413 -0.150615 -0.0547433 -0.594686 -0.000889551 0.0167373 -0.00558984 0.0864743 -0.409392 -0.099271 -0.227133 -0.0921207 0.292627 -0.0443483
internal_weight=0 112 103353 89 103264 80 103184 482 227 193 102702 255 216 89 102613 21597 81016 69 67 91 71 59 49 51
internal_count=103465 112 103353 89 103264 80 103184 482 227 193 102702 255 216 89 102613 21597 81016 69 67 91 71 59 49 51
cat_boundaries=0 1 7
cat_threshold=1475 1616938756 12615682 528480 5386752 813694994 1320
is_linear=0
shrinkage=0.01


Tree=430
num_leaves=30
num_cat=6
split_feature=25 24 25 20 14 4 0 2 6 0 2 11 1 0 0 1 4 26 6 25 3 7 18 25 24 26 26 4 26
split_gain=288545 179093 155563 299442 387105 257472 365504 267321 247997 166660 114667 310234 577063 511286 135457 115343 93892.9 151689 81316 295260 404482 91238.5 75664.2 64073.9 36850.8 3869.51 523.475 186.535 62.4083
threshold=0 1 2 258.2675000000001 678.01075000000003 767.98765000000014 883.10000000000014 1070.9310000000003 106.96900000000001 1077.3535000000002 440.02900000000005 337.65000000000003 511.45025000000004 212.52070000000001 100.58300000000001 55.204000000000015 1085.2750000000003 2022.5000000000002 189.19640000000001 3 297.47500000000008 346.20500000000004 819.02500000000009 4 5 2022.5000000000002 2022.5000000000002 1468.3681000000001 2022.5000000000002
decision_type=9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 1 2 2 2 2
left_child=1 26 3 4 5 6 7 -2 27 -8 16 12 13 14 -12 -15 18 -18 22 20 -20 -21 23 -4 25 -3 -1 -7 -26
right_child=2 24 10 -5 -6 8 9 -9 -10 -11 11 -13 -14 15 -16 -17 17 -19 19 21 -22 -23 -24 -25 28 -27 -28 -29 -30
leaf_value=0.084128991457132193 0.042814834062344743 -0.67905406987225558 -0.022215020720117492 -0.84627022672343899 1.1361876071583141 -0.16053308232625327 1.5625518035888672 0.87368106200144835 -1.4938700690269471 0.46544097709655757 -0.12849844532127075 -1.3075368370180545 1.3862758175532022 -0.71905052852630624 0.70975920450119745 -1.7801667395092193 1.1041886553764344 -0.044836482295283572 0.20173014936223627 -0.019884558463862185 1.280403049175556 -0.53967419776651593 0.52543722293995043 -0.00034360530183340948 -0.27496117249275875 -0.55759199254653036 0.1292189650442086 -0.19995967292785644 -0.28613833711319364
leaf_weight=52 5454 54 16084 37 33 30 20 39 20 45 235 23 24 20 21 21 20 27 320 545 39 36 27 79871 103 51 51 20 97
leaf_count=52 5454 54 16084 37 33 30 20 39 20 45 235 23 24 20 21 21 20 27 320 545 39 36 27 79871 103 51 51 20 97
internal_value=0 -0.263679 -0.000410405 0.0503278 0.0562768 0.0499447 0.0575354 0.0487139 -0.552751 0.803014 -0.00338616 -0.185638 -0.105253 -0.22578 -0.0597351 -1.26255 -0.00273997 0.44411 -0.00295666 0.0896 0.310269 -0.0512104 -0.00386311 -0.00401205 -0.384706 -0.56614 0.0970343 -0.176304 -0.267031
internal_weight=0 408 103011 5698 5661 5628 5558 5493 70 65 97313 344 321 297 256 41 96969 47 96922 940 359 581 95982 95955 305 105 103 50 200
internal_count=103419 408 103011 5698 5661 5628 5558 5493 70 65 97313 344 321 297 256 41 96969 47 96922 940 359 581 95982 95955 305 105 103 50 200
cat_boundaries=0 4 5 10 16 22 23
cat_threshold=0 536870912 0 131328 2178 1073774592 16514 4104 139493416 262176 0 0 576 35651584 8260 256 2550136902 8456200 637798160 1109411968 2299543560 8320 76
is_linear=0
shrinkage=0.01


Tree=431
num_leaves=18
num_cat=0
split_feature=12 8 4 2 6 10 18 9 5 4 0 0 6 7 10 0 26
split_gain=124463 144666 137935 458529 150309 664425 286116 283047 134060 132953 123504 130475 189390 78939.7 34049.1 39403.7 1355.98
threshold=1392.9450000000004 1468.3681000000001 767.98765000000014 512.13625000000013 189.19640000000001 901.21050000000014 86.964500000000015 497.3561400000001 287.60700000000003 216.15000000000003 1438.4900000000002 273.37500000000006 152.16750000000005 60.545700000000004 1.9914090000000004 36.721200000000003 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 10 6 7 -6 14 -8 11 13 -13 -1 15 -4 -12
right_child=-2 -3 3 -5 5 -7 9 -9 -10 -11 16 12 -14 -15 -16 -17 -18
leaf_value=-0.0030024004268762688 -0.68032245309264572 0.64151655592237211 -0.23157844957414564 -1.5624502521753312 0.084445068067003942 1.8699806267874581 -0.24334389497126854 0.88427079605019621 0.54703618662697928 -1.1463787626183553 0.45525842417841378 -0.096813043245839697 -0.94713103484224392 0.051777412194808269 -0.54562078285217286 0.23169391963792885 0.56270825584729511
leaf_weight=98206 27 35 91 24 1160 21 56 46 28 23 23 877 27 2703 25 23 24
leaf_count=98206 27 35 91 24 1160 21 56 46 28 23 23 877 27 2703 25 23 24
internal_value=0 -0.00128256 -0.00150023 -0.269984 -0.00100317 0.105596 0.0767617 0.114953 -0.0842406 -0.506253 -0.00236993 -0.00260651 -0.12221 -0.00153504 -0.211404 -0.138111 0.510126
internal_weight=0 103392 103357 191 103166 1306 1285 1206 167 79 101860 101813 904 100909 139 114 47
internal_count=103419 103392 103357 191 103166 1306 1285 1206 167 79 101860 101813 904 100909 139 114 47
is_linear=0
shrinkage=0.01


Tree=432
num_leaves=23
num_cat=4
split_feature=25 24 25 20 14 21 14 2 17 11 2 3 0 1 3 2 24 7 26 26 11 26
split_gain=282645 175475 152317 292611 379046 227200 203587 363526 175944 112649 143869 96787 124184 109300 297622 223975 36132.5 16813.5 3793.5 512.056 194.632 57.888
threshold=0 1 2 258.2675000000001 678.01075000000003 250.03500000000003 21.832000000000004 315.17050000000006 382.59200000000004 675.38900000000001 93.632500000000007 1449.0631000000001 1438.4900000000002 884.13250000000005 211.376 1070.9310000000003 3 6.003000000000001 2022.5000000000002 2022.5000000000002 912.00000000000011 2022.5000000000002
decision_type=9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 19 3 4 5 6 7 -2 -8 11 17 12 13 15 -15 -4 18 20 -3 -1 -11 -18
right_child=2 16 9 -5 -6 -7 8 -9 -10 10 -12 -13 -14 14 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.083337983351487385 0.044011324162512057 -0.67215664192482283 -0.0029336271813398783 -0.8364986221854751 1.124305478442799 1.1133668403625487 -0.12983076739874555 0.46388059567296225 -1.0536210949854417 -0.26049489295676997 -1.0996121897697451 0.64562721335369599 -0.73786403904790465 0.024837726056575776 1.4223870720863343 -0.65318392514339041 -0.27225044417149813 0.093631441706702817 -0.55189352446911377 0.12793343244814406 -0.22260000941428271 -0.28301521830952042
leaf_weight=52 5043 54 97033 37 33 20 328 215 22 23 20 23 23 64 20 53 103 21 51 51 33 97
leaf_count=52 5043 54 97033 37 33 20 328 215 22 23 20 23 23 64 20 53 103 21 51 51 33 97
internal_value=0 -0.260955 -0.000392021 0.049814 0.0556949 0.049429 0.0456347 0.0611798 -0.187898 -0.00333657 -0.34395 -0.00299705 -0.00315054 -0.00297664 0.357588 -0.0032886 -0.380753 -0.147674 -0.560374 0.0960901 -0.238164 -0.264258
internal_weight=0 408 103011 5698 5661 5628 5608 5258 350 97313 97 97216 97193 97170 84 97086 305 77 105 103 56 200
internal_count=103419 408 103011 5698 5661 5628 5608 5258 350 97313 97 97216 97193 97170 84 97086 305 77 105 103 56 200
cat_boundaries=0 4 5 10 11
cat_threshold=0 536870912 0 131328 2178 1073774592 16514 4104 139493416 262176 76
is_linear=0
shrinkage=0.01


Tree=433
num_leaves=25
num_cat=4
split_feature=25 24 25 20 14 4 0 2 6 0 12 5 4 1 0 26 2 1 10 24 26 26 4 26
split_gain=277021 171983 149285 286788 371503 250769 356341 259788 241602 164182 113081 131576 105376 156322 116816 169447 104310 237186 89311.8 35413.4 3718 501.866 171.684 56.7359
threshold=0 1 2 258.2675000000001 678.01075000000003 767.98765000000014 883.10000000000014 1070.9310000000003 106.96900000000001 1077.3535000000002 890.55300000000011 8.0802500000000013 1468.3681000000001 884.13250000000005 54.946000000000005 2022.5000000000002 440.02900000000005 511.45025000000004 522.5150000000001 3 2022.5000000000002 2022.5000000000002 1468.3681000000001 2022.5000000000002
decision_type=9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=1 21 3 4 5 6 7 -2 22 -8 12 -12 13 16 15 -15 18 -18 -4 20 -3 -1 -7 -21
right_child=2 19 10 -5 -6 8 9 -9 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 23 -22 -23 -24 -25
leaf_value=0.082504612482511078 0.041900372389221764 -0.66543506940205888 -0.0033499543326968428 -0.82813362662856649 1.11306243910934 -0.15917263952891034 1.546373092651367 0.86097663628749366 -1.4747693727016449 0.45744641727871371 -0.053240304157651706 -1.10756033039093 0.72272812318801882 -0.45980667219161986 0.89158830281459933 0.69323628572317275 -0.25013808913625679 0.87366756343841556 0.2467463311615524 -0.26952795176830108 -0.54637458913466508 0.12665409836114622 -0.19699722480773926 -0.28018506687941008
leaf_weight=52 5454 54 96689 37 33 30 20 39 20 45 29 20 20 25 33 26 308 20 143 103 51 51 20 97
leaf_count=52 5454 54 96689 37 33 30 20 39 20 45 29 20 20 25 33 26 308 20 143 103 51 51 20 97
internal_value=0 -0.258345 -0.000388101 0.0493159 0.0551379 0.0489347 0.0564259 0.0477158 -0.545864 0.792501 -0.0033032 -0.483575 -0.00306159 -0.00321086 0.427993 0.128019 -0.00358366 -0.181613 -0.00298062 -0.376946 -0.55477 0.0951292 -0.174302 -0.261616
internal_weight=0 408 103011 5698 5661 5628 5558 5493 70 65 97313 49 97264 97244 84 51 97160 328 96832 305 105 103 50 200
internal_count=103419 408 103011 5698 5661 5628 5558 5493 70 65 97313 49 97264 97244 84 51 97160 328 96832 305 105 103 50 200
cat_boundaries=0 4 5 10 11
cat_threshold=0 536870912 0 131328 2178 1073774592 16514 4104 139493416 262176 76
is_linear=0
shrinkage=0.01


Tree=434
num_leaves=28
num_cat=4
split_feature=25 24 25 4 6 14 2 8 4 10 6 9 12 5 4 1 2 1 2 10 1 24 1 4 26 26 26
split_gain=271508 168561 146315 266780 433316 299258 264555 556016 583709 406725 332150 257907 110830 128958 103279 153211 102235 232466 100928 87534.5 83565.5 34708.7 12394.2 4365.14 3644.02 491.879 55.607
threshold=0 1 2 767.98765000000014 177.77500000000001 678.01075000000003 414.53600000000012 26.782750000000004 223.58100000000002 451.48500000000007 143.41900000000001 299.52325000000002 890.55300000000011 8.0802500000000013 1468.3681000000001 884.13250000000005 440.02900000000005 511.45025000000004 101.31180000000002 522.5150000000001 169.65250000000003 3 1070.9310000000003 1468.3681000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 1 9 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 25 3 5 23 6 9 8 -8 11 -9 -2 14 -14 15 16 19 -18 22 -4 -11 24 -17 -5 -3 -1 -23
right_child=2 21 12 4 -6 -7 7 10 -10 20 -12 -13 13 -15 -16 18 17 -19 -20 -21 -22 26 -24 -25 -26 -27 -28
leaf_value=0.0816795695745028 0.038245944936015755 -0.65878071361117896 -0.0033164548227813608 -0.0078018003521543554 -1.8059233908653261 0.97849626759120401 0.46406834905054056 -1.0200600507680107 2.1690903991699217 -0.46299027280201993 0.42357467269897464 0.50154845363725498 -0.052707899521137101 -1.0964847340583803 0.71550075435638438 0.0046349586140025743 -0.24763671291145412 0.86493086814880371 0.94143086341711202 0.24427887304679499 -1.1788719927180897 -0.2668326644527102 0.30590846247143216 -0.19502726173400881 -0.5409108487297507 0.12538758296592564 -0.27738321800821836
leaf_weight=52 5191 54 96689 33 20 35 102 34 25 63 30 123 29 20 20 22 308 20 26 143 22 103 36 20 51 51 97
leaf_count=52 5191 54 96689 33 20 35 102 34 25 63 30 123 29 20 20 22 308 20 26 143 22 103 36 20 51 51 97
internal_value=0 -0.255762 -0.00038422 0.0488227 -0.551732 0.0567034 0.0509318 0.416688 0.799703 0.0379925 -0.343356 0.0489697 -0.00327017 -0.478739 -0.00303097 -0.00317875 -0.00354782 -0.179797 0.423713 -0.00295081 -0.648277 -0.373176 0.191632 -0.0784529 -0.549223 0.0941779 -0.259
internal_weight=0 408 103011 5698 73 5625 5590 191 127 5399 64 5314 97313 49 97264 97244 97160 328 84 96832 85 305 58 53 105 103 200
internal_count=103419 408 103011 5698 73 5625 5590 191 127 5399 64 5314 97313 49 97264 97244 97160 328 84 96832 85 305 58 53 105 103 200
cat_boundaries=0 4 5 10 11
cat_threshold=0 536870912 0 131328 2178 1073774592 16514 4104 139493416 262176 76
is_linear=0
shrinkage=0.01


Tree=435
num_leaves=23
num_cat=4
split_feature=25 16 13 5 2 2 25 14 24 2 1 11 0 12 6 24 16 1 6 1 13 16
split_gain=283469 126907 127709 125552 116701 575966 122465 571289 474543 990743 302250 176496 255599 176163 135307 69052.1 33124.1 24282.5 15768.3 12211.5 7863.4 536.695
threshold=0 522.5150000000001 494.43250000000006 28.532785500000003 1070.9310000000003 1439.8675000000001 1 678.01075000000003 2 54.609000000000002 383.83325000000008 675.38900000000001 68.077500000000015 1078.0535000000002 1424.6500000000003 3 1107.6734000000001 7.8769000000000009 41.391000000000005 0.45700000000000007 26.138750000000005 690.61569250000014
decision_type=9 2 2 2 2 2 9 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=15 4 3 16 6 17 7 8 9 -2 -10 13 18 14 -8 -1 20 -6 -13 -7 21 -3
right_child=1 2 -4 -5 5 19 11 -9 10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.51235941513639982 0.13872287937646272 -0.15678555674277819 -1.0314663550853729 0.30354339165565297 1.3409453256924948 -0.28422842782735824 -0.0018485059665836229 1.5979180788993836 0.019471790046758756 1.3187733419736227 -0.43583773597594233 -0.21721359231943888 -1.2945595512390136 0.67019206743973958 -0.76893836394600246 -0.15952615754452745 -0.67366357876704286 0.89562873897552497 0.10701163756847383 -0.60323086714744567 -0.41885241988159366 -0.22236332138379414
leaf_weight=112 465 26 20 39 24 30 99982 24 2456 84 155 60 25 39 23 163 26 25 20 20 21 24
leaf_count=112 465 26 20 39 24 30 99982 24 2456 84 155 60 25 39 23 163 26 25 20 20 21 24
internal_value=0 -0.000349954 -0.285355 -0.175633 7.98684e-05 0.343252 -0.000248914 0.0607079 0.049225 0.313565 -0.00752847 -0.00219273 -0.411967 -0.00176288 -0.00202493 -0.316161 -0.368292 1.11374 -0.136157 -0.411829 -0.256465 -0.188263
internal_weight=0 103588 156 136 103432 99 103333 3184 3160 549 2611 100149 105 100044 100005 275 97 49 80 50 71 50
internal_count=103863 103588 156 136 103432 99 103333 3184 3160 549 2611 100149 105 100044 100005 275 97 49 80 50 71 50
cat_boundaries=0 5 9 10 11
cat_threshold=0 0 0 131104 32 1073774592 536870912 4096 138445064 10 1039
is_linear=0
shrinkage=0.01


Tree=436
num_leaves=20
num_cat=4
split_feature=25 16 10 10 10 6 25 14 24 2 3 6 17 2 24 15 12 8 16
split_gain=278247 124381 164889 148857 116283 379697 104716 577289 364529 501050 334834 133586 118591 103993 67812.3 37204.7 36210.2 29971.6 24159.6
threshold=0 522.5150000000001 307.63250000000005 103.11795000000002 901.21050000000014 79.689000000000007 1 678.01075000000003 2 16.299000000000003 1077.3535000000002 1424.6500000000003 1037.0750000000003 440.02900000000005 3 181.34400000000002 9.3890000000000011 4.4150000000000009 819.02500000000009
decision_type=9 2 2 2 2 2 9 2 1 2 2 2 2 2 1 2 2 2 2
left_child=14 4 3 15 6 17 7 8 9 -2 -10 12 13 -8 -1 16 18 -6 -3
right_child=1 2 -4 -5 5 -7 11 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.50765578680351131 0.080933982224928022 -0.13425213522488072 -0.99313615763628937 0.63659271149408247 0.069306387901306152 1.3027462794862945 -0.0016489247035880101 1.5643931777954103 -0.029284134941701186 0.5659236366844177 -1.3286846961975098 -0.7814323215051131 0.7678468265533448 -0.17239319797001737 -0.15802310331708433 -0.67288195678591733 0.10982686837514243 -0.39757212257385255 -0.53233062597115832
leaf_weight=112 1440 31 27 21 44 29 98858 25 2346 250 20 22 20 358 163 20 27 20 30
leaf_count=112 1440 31 27 21 44 29 98858 25 2346 250 20 22 20 358 163 20 27 20 30
internal_value=0 -0.000346454 -0.282502 -0.133764 7.90697e-05 0.353523 -0.000239013 0.0493428 0.0401261 0.15178 -0.0400986 -0.00228231 -0.00210981 -0.00226502 -0.313235 -0.283556 -0.195073 -0.0765931 -0.330028
internal_weight=0 103588 156 129 103432 93 103339 4081 4056 1690 2366 99258 99236 99216 275 108 88 64 61
internal_count=103863 103588 156 129 103432 93 103339 4081 4056 1690 2366 99258 99236 99216 275 108 88 64 61
cat_boundaries=0 5 10 11 12
cat_threshold=0 0 0 131104 32 1342210304 536871040 4096 138445064 1073741824 1039 1039
is_linear=0
shrinkage=0.01


Tree=437
num_leaves=15
num_cat=2
split_feature=25 22 4 2 2 26 20 2 25 14 10 26 15 26
split_gain=273122 143210 117316 115334 503606 283699 117140 168208 130779 420516 147870 65140.3 50104.4 5496.96
threshold=0 524.87500000000011 1468.3681000000001 1070.9310000000003 1439.8675000000001 2022.5000000000002 258.2675000000001 242.38250000000002 1 678.01075000000003 796.68750000000011 2022.5000000000002 157.00650000000005 2022.5000000000002
decision_type=9 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=11 2 3 6 5 -5 8 12 9 -2 -10 -1 -8 -6
right_child=1 -3 -4 4 13 -7 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.47608902101099054 0.052978068381348102 -0.5985792558193207 -0.48930190894068504 1.9305696823483423 -0.50996813456217449 0.40439119634957155 -0.22834910181031298 -1.1185037198066712 -0.002106295296316044 1.3063302398610999 0.42533211343082378 -0.16827285780422929 0.23008876159273345 -0.2942481878510228
leaf_weight=137 3132 40 49 21 21 29 134 20 99978 27 81 138 29 27
leaf_count=137 3132 40 49 21 21 29 134 20 99978 27 81 138 29 27
internal_value=0 -0.00034299 -0.000111927 0.000119672 0.343013 1.04539 -0.000205311 -0.252985 0.000242854 0.0634895 -0.0017601 -0.310336 -0.146787 -0.388626
internal_weight=0 103588 103548 103499 98 50 103401 183 103218 3159 100059 275 163 48
internal_count=103863 103588 103548 103499 98 50 103401 183 103218 3159 100059 275 163 48
cat_boundaries=0 5 9
cat_threshold=0 0 0 131104 32 1073774592 536870912 4096 138445056
is_linear=0
shrinkage=0.01


Tree=438
num_leaves=17
num_cat=0
split_feature=22 4 0 15 7 3 3 10 6 16 10 5 1 4 9 26
split_gain=139961 123684 109256 229629 531443 284578 164033 130491 551710 129124 247878 143570 78177.5 70681.6 39187.4 22372.4
threshold=524.87500000000011 1468.3681000000001 883.10000000000014 16.667500000000004 6.6365000000000007 170.74000000000004 1449.0631000000001 901.21050000000014 111.55832500000001 371.63775000000004 255.92650000000003 779.2410000000001 79.745000000000019 6.6462500000000011 0.45700000000000007 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 12 7 9 14 11 -11 -1 -4 -8 -9 -3
right_child=-2 15 3 -5 -6 -7 13 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00021036181382901769 -0.59259346413612368 -0.24295897075108119 0.33655717592769202 1.2537032823562622 -1.0612829977466214 1.491559667110443 -0.20185683886210126 -0.23962350767485951 1.6451905868530272 -0.10541508867649987 -1.0356703154246012 -0.30478368660711475 -0.29556120681762699 -0.96932881971200302 0.26841081272472034 -0.66852912966410316
leaf_weight=103037 40 21 90 20 31 20 24 49 25 217 33 155 25 24 22 30
leaf_count=103037 40 21 90 20 31 20 24 49 25 217 33 155 25 24 22 30
internal_value=0 -0.000953886 -0.00071192 0.241433 0.119473 0.39061 -0.00114672 -0.00087577 0.367638 -0.00121777 -0.228209 -0.000667848 0.19914 -0.585593 -0.0822044 -0.493294
internal_weight=0 103823 103772 186 166 135 103586 103538 96 103442 250 103192 115 48 71 51
internal_count=103863 103823 103772 186 166 135 103586 103538 96 103442 250 103192 115 48 71 51
is_linear=0
shrinkage=0.01


Tree=439
num_leaves=21
num_cat=1
split_feature=22 3 4 2 2 2 20 2 24 0 0 2 2 2 8 15 1 0 3 3
split_gain=137176 121792 279827 134242 104023 507427 105979 144575 101554 239090 205636 247944 138244 134234 86254.1 48272.9 42848.8 29732.3 10552.5 10293.2
threshold=524.87500000000011 1077.3535000000002 303.67750000000007 156.31250000000003 1070.9310000000003 1439.8675000000001 258.2675000000001 242.38250000000002 0 316.39255000000009 883.10000000000014 334.93500000000006 242.38250000000002 22.153894000000005 455.79000000000002 157.00650000000005 7.8769000000000009 66.285000000000011 22.155750000000005 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 19 6 16 8 15 9 14 13 -12 -11 -10 -1 17 -6 -8 -7 -3
right_child=-2 2 -4 -5 5 18 7 -9 10 12 11 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.026586014323716316 -0.58666752934455868 -0.43724881316676284 -1.4064590089321138 0.62499221611022948 1.3661254489898682 -0.48753625398874284 -0.15674269046176945 -1.0429878849983216 -0.0013806563862673491 -0.31999298165061257 0.20383212542895116 1.3505020751736383 -1.2579345495050605 0.044822673650138443 -0.62691630065441128 0.22769571744162462 0.75339587291081744 -0.55827441914515064 -0.19099387723207475 -0.18131503486633299
leaf_weight=8587 40 33 20 20 25 30 114 20 87824 55 132 22 22 6773 24 29 21 22 20 30
leaf_count=8587 40 33 20 20 25 30 114 20 87824 55 132 22 22 6773 24 29 21 22 20 30
internal_value=0 -0.000944347 -0.344641 -0.0887809 -0.000603037 0.328422 -0.000907854 -0.240039 -0.000480169 -0.0331817 0.00252157 0.367642 -0.587976 0.00192743 -0.0282592 -0.142712 1.0864 -0.221696 -0.368919 -0.315376
internal_weight=0 103823 103 83 103720 96 103624 185 103439 8688 94751 154 77 94597 8611 165 46 136 50 63
internal_count=103863 103823 103 83 103720 96 103624 185 103439 8688 94751 154 77 94597 8611 165 46 136 50 63
cat_boundaries=0 1
cat_threshold=128
is_linear=0
shrinkage=0.01


Tree=440
num_leaves=23
num_cat=1
split_feature=2 7 6 22 2 25 4 5 10 5 10 2 10 2 0 2 2 4 3 3 18 4
split_gain=297479 1.88755e+06 212189 126746 126666 119091 262969 223781 219112 371478 219028 176663 553321 179688 130583 109693 89427.1 124631 89414 65128.1 22298.8 7725.32
threshold=883.10000000000014 329.28675000000004 1424.6500000000003 413.26150000000007 1439.8675000000001 0 1085.2750000000003 7.8873450000000007 796.68750000000011 65.637375000000006 522.5150000000001 315.17050000000006 64.788000000000011 52.962600000000009 316.39255000000009 52.962600000000009 1070.9310000000003 65.295500000000018 1449.0631000000001 6.6572445000000009 9.4137500000000021 1468.3681000000001
decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 16 10 8 21 18 -10 11 13 -13 -1 15 -12 17 -2 -7 -6 -5 -8
right_child=1 -3 -4 20 19 6 7 -9 9 -11 14 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.026371258589757016 -0.52608428657054906 3.0806825588060462 -0.72996136951446533 -0.30945107592476739 -0.067549398315363926 0.0011374605212021445 0.37506262531986945 1.5070997333526612 0.09823194051192978 1.5964798073146653 -0.65894934470312938 0.56006372633359292 -0.682399933997621 -0.22213579039561629 -1.264938619375229 0.26942055630683898 0.50606024008530837 0.49302853266398111 0.52175975857358992 -0.77178440213203436 -0.70806398039278773 0.12848370035489401
leaf_weight=8882 28 23 40 36 29 93161 27 20 59 23 35 151 47 495 20 20 52 21 33 24 23 24
leaf_count=8882 28 23 40 36 29 93161 27 20 59 23 35 151 47 495 20 20 52 21 33 24 23 24
internal_value=0 0.408544 -0.00176763 -0.00148499 0.00945853 -0.00121956 0.00223928 0.610596 0.00177645 0.518472 -0.0346443 -0.0304637 0.265135 -0.0367054 -0.572981 -0.32136 0.217212 -0.0893216 0.00132181 -0.386448 -0.464843 0.259025
internal_weight=0 177 103096 103056 154 102997 93347 71 93276 82 9650 9575 198 9377 75 55 101 49 93194 53 59 51
internal_count=103273 177 103096 103056 154 102997 93347 71 93276 82 9650 9575 198 9377 75 55 101 49 93194 53 59 51
cat_boundaries=0 6
cat_threshold=134250560 604072064 33817746 1145131009 737408 168
is_linear=0
shrinkage=0.01


Tree=441
num_leaves=22
num_cat=2
split_feature=2 7 26 6 2 1 22 25 4 5 4 2 9 14 3 5 24 12 26 18 3
split_gain=291559 1.84999e+06 367254 207966 162097 167290 124223 116721 257736 219328 167588 208210 409422 184145 124432 292216 92365.8 72268.2 36290.7 21855 19213.8
threshold=883.10000000000014 329.28675000000004 2022.5000000000002 1424.6500000000003 1439.8675000000001 55.204000000000015 413.26150000000007 0 1085.2750000000003 7.8873450000000007 891.77550000000008 315.17050000000006 2.2140000000000009 678.01075000000003 888.10000000000014 65.637375000000006 1 54.127500000000005 2022.5000000000002 9.4137500000000021 53.872267500000007
decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=3 2 4 6 5 -2 7 10 14 18 11 13 -13 -1 16 -16 -9 -4 -10 -8 -12
right_child=1 -3 17 -5 -6 -7 19 8 9 -11 20 12 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.040648789048575794 1.3809868932653355 3.0498756508205247 -0.63094584206740056 -0.72266177368164064 -0.14954860130945841 0.20625177556818183 -0.30635656542248196 -0.012662090285926544 -0.049831790057095614 1.4920287532806396 -0.84084251046180725 0.6204893963153546 -0.32375138679020843 0.80209359572483951 0.068832294395991728 1.4394268097877503 0.0084469604977803724 0.050656109764462429 0.48877569330149684 -0.70098334457563316 -0.4211678593158722
leaf_weight=9379 27 23 60 40 24 22 36 31108 22 20 24 130 71 26 70 20 62078 21 29 23 20
leaf_count=9379 27 23 60 40 24 22 36 31108 22 20 24 130 71 26 70 20 62078 21 29 23 20
internal_value=0 0.404459 0.00936394 -0.00174995 0.523767 0.853555 -0.00147014 -0.00120737 0.00221688 0.60449 -0.0342978 -0.0315129 0.286952 -0.038319 0.00175868 0.373409 0.00139974 -0.454234 0.256435 -0.460194 -0.650081
internal_weight=0 177 154 103096 73 49 103056 102997 93347 71 9650 9606 201 9405 93276 90 93186 81 51 59 44
internal_count=103273 177 154 103096 73 49 103056 102997 93347 71 9650 9606 201 9405 93276 90 93186 81 51 59 44
cat_boundaries=0 6 7
cat_threshold=134250560 604072064 33817746 1145131009 737408 168 2696
is_linear=0
shrinkage=0.01


Tree=442
num_leaves=19
num_cat=2
split_feature=2 7 26 6 0 0 13 0 10 6 25 26 18 24 6 4 10 14
split_gain=285757 1.81317e+06 359945 203828 203111 194461 186080 264282 149000 555797 123920 199135 118918 109589 93966.7 103925 29875.4 7236.32
threshold=883.10000000000014 329.28675000000004 2022.5000000000002 1424.6500000000003 5.0070000000000006 131.25500000000002 564.6037500000001 384.83520000000004 901.21050000000014 79.689000000000007 0 2022.5000000000002 1129.6950200000003 1 173.40750000000003 35.217375000000011 1449.0631000000001 15.021500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2
left_child=3 2 5 6 -4 -2 8 14 10 16 11 -1 13 -12 15 17 -10 -8
right_child=1 -3 4 -5 -6 -7 7 -9 9 -11 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.064881565159764787 0.19053809679471531 3.0193769139828892 -0.10539794330163435 -0.71543515288829806 -1.1780059854800886 1.3306994120279947 -0.17194885046755679 -1.3850118491763161 0.080091973713466103 1.7081695993741355 -0.019667687839988811 0.77499863052368168 0.76937308216094979 0.0041733492852307477 -0.64364918526481174 0.47154396994360559 -0.37480278361927383 -0.39113921803794804
leaf_weight=58 52 23 55 40 26 21 61 21 42 24 25715 55 20 76955 34 29 22 20
leaf_count=58 52 23 55 40 26 21 61 21 42 24 25715 55 20 76955 34 29 22 20
internal_value=0 0.400414 0.0092703 -0.00173246 -0.449692 0.51853 -0.00145544 -0.337007 -0.000917339 0.410389 -0.00126942 0.31595 -0.00164909 -0.00179945 -0.184173 -0.0421535 -0.0762781 -0.22607
internal_weight=0 177 154 103096 81 73 103056 165 102891 88 102803 113 102690 102670 144 110 64 81
internal_count=103273 177 154 103096 81 73 103056 165 102891 88 102803 113 102690 102670 144 110 64 81
cat_boundaries=0 5 6
cat_threshold=0 0 4096 134217728 32 2184
is_linear=0
shrinkage=0.01


Tree=443
num_leaves=29
num_cat=5
split_feature=2 7 26 6 0 0 25 4 5 24 1 1 2 0 11 2 2 26 2 12 3 5 24 25 25 14 3 26
split_gain=280071 1.77709e+06 352783 199772 199069 190591 122052 259215 250889 178884 287987 299805 231768 475152 234013 183922 239639 421552 226921 145728 122250 286042 85789.8 245659 176912 56281.2 52174.8 30862.6
threshold=883.10000000000014 329.28675000000004 2022.5000000000002 1424.6500000000003 5.0070000000000006 131.25500000000002 0 1085.2750000000003 8.3370000000000015 1 511.45025000000004 884.13250000000005 315.17050000000006 10.847970000000002 522.5150000000001 26.032500000000002 79.975000000000023 2022.5000000000002 22.153894000000005 422.87500000000006 888.10000000000014 65.637375000000006 2 3 4 8.8704000000000018 1449.0631000000001 2022.5000000000002
decision_type=2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 1 9 9 2 2 2
left_child=3 2 5 6 -4 -2 9 20 27 10 12 -12 14 -14 -1 18 25 -18 19 -11 22 26 24 -24 -8 -17 -22 -9
right_child=1 -3 4 -5 -6 -7 7 8 -10 15 11 -13 13 -15 -16 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29
leaf_value=-0.027454462340059722 0.18863273162108202 2.9891831738015879 -0.10434395610202442 -0.70828078448772436 -1.1662259182563195 1.3173924437023345 0.16312910585216781 -0.049459879615090109 1.5529506502151489 -0.082591313784457693 1.3328537666436397 -0.13605238993962607 -0.27460990206400554 1.1288315493326921 0.94421797046661382 -0.79206496295397699 0.26000855293444225 -0.47619450640933858 0.9683871557599022 0.64257680330957689 0.2908322820209322 1.4239584696292877 0.1475834995508194 0.0044877422478734989 -0.015874056480012819 -0.20676063394546509 -0.26645089558192664 0.44365221405029298
leaf_weight=2891 52 23 55 40 26 21 552 22 20 2692 33 24 45 52 25 92 140 175 21 28 42 20 1213 63152 31739 20 28 30
leaf_count=2891 52 23 55 40 26 21 552 22 20 2692 33 24 45 52 25 92 140 175 21 28 42 20 1213 63152 31739 20 28 30
internal_value=0 0.39641 0.00917761 -0.00171515 -0.445195 0.513344 -0.0014409 0.00132355 0.601118 -0.0442782 0.0101608 0.714367 -0.00312765 0.47775 -0.0191239 -0.0968992 -0.290253 -0.148993 -0.0671315 -0.0751263 0.000877308 0.369261 0.000534292 0.00720698 -0.0127645 -0.687546 0.067919 0.235028
internal_weight=0 177 154 103096 81 73 103056 96818 72 6238 3070 57 3013 97 2916 3168 427 315 2741 2720 96746 90 96656 64365 32291 112 70 52
internal_count=103273 177 154 103096 81 73 103056 96818 72 6238 3070 57 3013 97 2916 3168 427 315 2741 2720 96746 90 96656 64365 32291 112 70 52
cat_boundaries=0 6 7 8 13 18
cat_threshold=134250560 536889472 33554578 71389185 606336 168 822 2696 1048576 32770 4096 131370 32 1073741952 0 0 3178496 1140850688
is_linear=0
shrinkage=0.01


Tree=444
num_leaves=19
num_cat=1
split_feature=2 7 26 6 0 0 13 5 10 6 25 26 18 5 10 8 10 13
split_gain=274497 1.74173e+06 345762 195796 195107 186798 182728 272180 145425 544358 120871 195050 116405 121700 99024.2 147572 29420.4 7830.79
threshold=883.10000000000014 329.28675000000004 2022.5000000000002 1424.6500000000003 5.0070000000000006 131.25500000000002 564.6037500000001 343.26000000000005 901.21050000000014 79.689000000000007 0 2022.5000000000002 1129.6950200000003 1449.0631000000001 264.75500000000005 74.439000000000021 1449.0631000000001 667.23000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=3 2 5 6 -4 -2 8 14 10 16 11 -1 13 -12 15 17 -10 -8
right_child=1 -3 4 -5 -6 -7 7 -9 9 -11 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.064910473001414337 0.18674643975037797 2.9592913387132729 -0.10330052410472523 -0.7011979897022248 -1.1545636551196758 1.3042185065859841 -0.049914300234421435 -1.3974915793963842 0.078990633374168756 1.6898043936491014 -0.001984781534134211 0.7663115005493164 0.76121439456939699 0.53641986347380144 -0.69003034496307381 0.73568944299221051 -0.37242668238553139 -0.26222584879314398
leaf_weight=58 52 23 55 40 26 21 23 21 42 24 102628 55 20 42 30 20 22 71
leaf_count=58 52 23 55 40 26 21 23 21 42 24 102628 55 20 42 30 20 22 71
internal_value=0 0.392446 0.00908584 -0.00169771 -0.440743 0.508211 -0.0014262 -0.333942 -0.000892968 0.405449 -0.0012408 0.312051 -0.00161578 -0.00176453 -0.178842 -0.0443182 -0.0761841 -0.210277
internal_weight=0 177 154 103096 81 73 103056 165 102891 88 102803 113 102690 102670 144 114 64 94
internal_count=103273 177 154 103096 81 73 103056 165 102891 88 102803 113 102690 102670 144 114 64 94
cat_boundaries=0 5
cat_threshold=0 0 4096 134217728 32
is_linear=0
shrinkage=0.01


Tree=445
num_leaves=19
num_cat=0
split_feature=22 13 10 16 9 15 7 6 8 11 11 7 8 13 3 12 9 13
split_gain=198579 146510 271676 172022 116847 122867 468464 861847 223939 134462 193319 144970 111692 57155.5 90851.9 20184.8 13110.9 167.637
threshold=550.81750000000011 619.25400000000013 279.94750000000005 1107.6734000000001 1117.4100000000001 166.33925000000002 371.89150000000006 126.081 522.5150000000001 620.32400000000007 487.6375000000001 26.434720000000002 153.40400000000002 1362.4500000000003 60.160000000000004 76.71899999999998 1449.0631000000001 796.68750000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 5 9 8 -8 -7 10 -1 -11 16 14 15 17 -6 -3
right_child=-2 2 -4 -5 12 6 7 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0015564215199426398 0.82645760010028713 -0.20471322080363397 -1.0557884648683908 0.70025099563598636 -0.30574477764276359 0.024212040478432621 -0.62314162063598633 1.9929768977445717 1.027618057002192 -0.090316210505011124 0.50974579224715366 -0.80707113652002249 -1.0431860008239746 -0.53487048485062338 0.630181253194809 0.13810338917232695 0.025950747186487374 -0.23988206619566138
leaf_weight=102680 29 23 37 35 26 675 20 34 23 86 74 42 20 22 20 21 22 33
leaf_count=102680 29 23 37 35 26 675 20 34 23 86 74 42 20 22 20 21 22 33
internal_value=0 -0.00115662 -0.307385 -0.000696116 -0.00093269 -0.000660783 0.126698 1.02404 0.0572756 -0.00159169 -0.0011882 -0.325501 -0.415326 -0.074688 0.0296833 -0.12629 -0.153718 -0.225438
internal_weight=0 103893 156 103737 103702 103634 752 54 698 102882 102754 128 68 119 97 77 48 56
internal_count=103922 103893 156 103737 103702 103634 752 54 698 102882 102754 128 68 119 97 77 48 56
is_linear=0
shrinkage=0.01


Tree=446
num_leaves=23
num_cat=1
split_feature=22 13 0 0 15 2 6 6 0 8 2 24 8 11 2 6 5 0 2 5 9 13
split_gain=194627 143595 301118 189945 740359 303998 347836 311334 501425 283321 190888 156295 155081 144149 126920 965461 187286 76125.6 58995.1 30069.2 8648.5 9458
threshold=550.81750000000011 619.25400000000013 384.83520000000004 883.10000000000014 36.721200000000003 542.8678000000001 371.41875000000005 54.76250000000001 2.8222380000000005 149.30750000000003 261.97000000000008 0 1468.3681000000001 4.402000000000001 364.96250000000003 228.79300000000003 897.08550000000014 1077.3535000000002 242.38250000000002 99.686260000000019 44.929500000000004 796.68750000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 3 18 5 9 12 7 11 -9 10 17 -7 14 -8 16 -16 -1 -5 19 20 21 -3
right_child=-2 2 -4 4 -6 6 13 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00063187624629625506 0.81819304285378291 -0.042486695360254359 -1.4182547605605353 -0.26131736705177711 2.1367540478706362 -0.026311979440675266 -1.622175552368164 -0.52060333156585692 1.66716478694569 -0.98580939156668523 1.164147994041443 -0.5204169433574154 0.77195426940917966 -0.48316856242716316 -0.017125548706657584 1.6512750747203828 -0.43146115798761353 0.27709701782114365 0.37024309444427489 -0.56031919223921645 0.042724557161331181 -0.27733357830250516
leaf_weight=102774 29 27 21 38 20 128 25 20 22 21 20 136 26 20 261 40 101 85 20 21 20 47
leaf_count=102774 29 27 21 38 20 128 25 20 22 21 20 136 26 20 261 40 101 85 20 21 20 47
internal_value=0 -0.00114506 -0.304311 -0.000689155 0.320322 -0.00125955 -0.295054 -0.174335 0.62537 0.0988058 0.258085 -0.30156 -0.000260324 -1.11595 -0.00045492 0.204589 -0.00105485 0.110758 -0.131031 -0.218209 -0.14178 -0.191646
internal_weight=0 103893 156 103737 184 103553 351 306 42 164 143 264 103202 45 103176 301 102875 123 135 115 94 74
internal_count=103922 103893 156 103737 184 103553 351 306 42 164 143 264 103202 45 103176 301 102875 123 135 115 94 74
cat_boundaries=0 1
cat_threshold=157
is_linear=0
shrinkage=0.01


Tree=447
num_leaves=12
num_cat=1
split_feature=11 12 12 2 25 0 7 26 7 8 26
split_gain=194714 144835 510024 176215 127495 538626 257426 216587 165767 148848 41483.8
threshold=1439.8675000000001 1392.9450000000004 1078.0535000000002 1439.8675000000001 0 438.42500000000007 174.01000000000002 2022.5000000000002 1481.2725000000003 1117.4100000000001 2022.5000000000002
decision_type=2 2 2 2 9 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 -6 -5
right_child=-2 -3 -4 10 8 6 -8 -9 -10 -11 -12
leaf_value=0.1077716086455421 0.77902320403605696 -0.79460796853770377 1.4879882505665654 -0.25194487724304199 -0.0033625457957416295 1.103872479575021 -0.18254873991012574 -0.03626422181044265 -0.77261718153953551 0.52179888657121742 -0.79561039902269837
leaf_weight=2098 32 23 23 25 99439 70 20 2078 28 54 32
leaf_count=2098 32 23 23 25 99439 70 20 2078 28 54 32
internal_value=0 -0.00114801 -0.00097231 -0.00130209 -0.000996815 0.0524714 0.818001 0.0360986 -0.00329369 -0.00307751 -0.557161
internal_weight=0 103890 103867 103844 103787 4266 90 4176 99521 99493 57
internal_count=103922 103890 103867 103844 103787 4266 90 4176 99521 99493 57
cat_boundaries=0 6
cat_threshold=1074790528 2 4104 37880072 1073741872 32
is_linear=0
shrinkage=0.01


Tree=448
num_leaves=12
num_cat=1
split_feature=11 12 12 2 25 0 3 3 7 2 3
split_gain=190839 141953 499874 172708 124958 527907 322326 254381 252303 148397 110640
threshold=1439.8675000000001 1392.9450000000004 1078.0535000000002 1439.8675000000001 0 438.42500000000007 1077.3535000000002 1449.0631000000001 174.01000000000002 749.57248000000016 6.6572445000000009
decision_type=2 2 2 2 9 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -7 -6 -5
right_child=-2 -3 -4 10 7 8 -8 -9 -10 -11 -12
leaf_value=0.041983468952834183 0.77123296514153483 -0.78666188913842905 1.4731083247972572 -0.16217290379106999 -0.0031233270089094357 1.0928337380545481 -1.2000480797177269 0.8147654793136998 -0.18072326231002808 -0.33489548412958786 -1.0500416006088258
leaf_weight=4155 32 23 23 32 99348 70 21 38 20 135 25
leaf_count=4155 32 23 23 32 99348 70 21 38 20 135 25
internal_value=0 -0.00113653 -0.000962587 -0.00128907 -0.000986847 0.0519467 0.0357376 -0.00326075 0.809821 -0.00357355 -0.551589
internal_weight=0 103890 103867 103844 103787 4266 4176 99521 90 99483 57
internal_count=103922 103890 103867 103844 103787 4266 4176 99521 90 99483 57
cat_boundaries=0 6
cat_threshold=1074790528 2 4104 37880072 1073741872 32
is_linear=0
shrinkage=0.01


Tree=449
num_leaves=30
num_cat=2
split_feature=13 0 0 17 24 0 1 4 26 2 6 1 2 2 8 16 8 5 25 13 6 2 7 1 0 5 12 2 13
split_gain=176432 374598 186356 1.6542e+06 475645 634435 716058 738905 586837 302265 263020 299421 565292 208047 133201 113546 97014.1 99663 96713.8 306746 171828 94774.6 75998.6 35703.1 19174.5 22093.1 5531.54 2977.77 421.556
threshold=619.25400000000013 384.83520000000004 384.83520000000004 343.48750000000007 0 468.98000000000008 285.35875000000004 133.78600000000003 2022.5000000000002 1070.9310000000003 55.50500000000001 190.85750000000002 352.68673250000012 34.582000000000008 232.56050000000002 53.878900000000009 1468.3681000000001 897.08550000000014 1 368.06200000000007 1424.6500000000003 23.455000000000002 228.79300000000003 55.204000000000015 26.339000000000002 1449.0631000000001 9.2340000000000018 1439.8675000000001 901.21050000000014
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=2 15 9 4 5 8 7 -7 -4 16 11 13 -13 -6 22 21 17 18 19 -1 -20 26 -12 27 25 -19 28 -11 -2
right_child=1 -3 3 -5 10 6 -8 -9 -10 23 14 12 -14 -15 -16 -17 -18 24 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.03820089656334482 -0.2404788179644223 -1.5136184592868973 2.0549176516899696 2.99621434545517 -0.046162814770578806 0.090982443756782092 -1.2376413121819496 1.908968209337305 0.19458669694264732 -0.52671786749804461 -0.12701976376910543 -0.00059419247142055581 1.8566966409268588 -0.82936905193328858 -1.2146227937478284 -0.71553194293269395 0.56759566640853887 -0.10473046263058981 -0.0031655998829183381 1.2218159445849333 0.8259829230308533 0.51049949492727009 -0.87316605186462404 -0.87963847603116718 -0.54323130784211338 -0.46667050581711988 -0.02770205866206776 -0.38605179997051464 -0.18743635677522227
leaf_weight=4618 29 23 39 20 223 130 32 27 30 27 43 57 23 40 26 27 30 48 98167 22 25 28 20 28 27 26 22 34 31
leaf_count=4618 29 23 39 20 223 130 32 27 30 27 43 57 23 40 26 27 30 48 98167 22 25 28 20 28 27 26 22 34 31
internal_value=0 -0.332703 -0.000378061 0.161077 0.0788992 0.409495 0.125743 0.40363 1.24608 -0.00149044 -0.125123 -0.0023292 0.533377 -0.165282 -0.61242 -0.134447 -0.000986918 -0.00115263 -0.000844253 0.0437186 -0.0029542 0.00818298 -0.363892 -0.584011 -0.315126 -0.231899 -0.16334 -0.448314 -0.213074
internal_weight=0 160 103762 710 690 258 189 157 69 103052 432 343 80 263 89 137 102963 102933 102832 4640 98192 110 63 89 101 74 82 61 60
internal_count=103922 160 103762 710 690 258 189 157 69 103052 432 343 80 263 89 137 102963 102933 102832 4640 98192 110 63 89 101 74 82 61 60
cat_boundaries=0 1 7
cat_threshold=2608 1074790784 163842 4104 4329736 1610874928 1056
is_linear=0
shrinkage=0.01


Tree=450
num_leaves=17
num_cat=4
split_feature=22 25 16 4 2 0 10 2 25 0 6 25 0 25 26 26
split_gain=305225 169158 179473 215421 842072 293665 249223 147071 429192 431817 119401 95254.9 44771.1 10675.2 10926.3 20.5275
threshold=521.77697000000012 0 1107.6734000000001 521.79500000000019 749.57248000000016 594.30750000000012 307.63250000000005 364.96250000000003 1 748.92250000000013 1424.6500000000003 2 9.2096700000000027 3 2022.5000000000002 2022.5000000000002
decision_type=2 9 2 2 2 2 2 2 9 2 2 9 2 9 2 2
left_child=1 13 3 7 5 6 -5 10 12 -10 11 -3 -9 14 -1 -15
right_child=-2 2 -4 4 -6 -7 -8 8 9 -11 -12 -13 -14 15 -16 -17
leaf_value=-0.45834147453308105 0.88458351599864471 0.075272059539412017 0.70634611394670277 -0.14641444258101577 -2.1345582636919889 -1.2412876675345681 0.69261762189865106 -0.3220795554181804 0.21355846693415842 1.5866680717468262 0.61084586374461647 -0.0013292798013534333 -0.82424395756288005 -0.16838304418032288 -0.27134869483209423 -0.16033605850104132
leaf_weight=63 39 1640 36 308 22 22 40 92 501 24 32 100535 22 61 62 66
leaf_count=63 39 1640 36 308 22 22 40 92 501 24 32 100535 22 61 62 66
internal_value=0 -0.000245176 0.000398615 0.000152484 -0.233825 -0.120809 -0.049974 0.0010443 0.152282 0.271164 9.87557e-05 -9.2523e-05 -0.385199 -0.254018 -0.338512 -0.152216
internal_weight=0 103526 103274 103238 392 370 348 102846 639 525 102207 102175 114 252 125 127
internal_count=103565 103526 103274 103238 392 370 348 102846 639 525 102207 102175 114 252 125 127
cat_boundaries=0 5 11 16 20
cat_threshold=256 0 16 4325384 2 67109376 536887296 8 2097154 0 256 1073741824 536870914 0 136323328 524336 0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=451
num_leaves=18
num_cat=4
split_feature=22 25 16 4 2 0 24 2 25 18 1 14 6 0 24 26 26
split_gain=299151 165791 175901 211134 825315 287821 162670 144144 420651 443521 122244 415407 148493 43880.1 14004.6 4064.44 2877.05
threshold=521.77697000000012 0 1107.6734000000001 521.79500000000019 749.57248000000016 594.30750000000012 1 364.96250000000003 2 36.965300000000006 38.676010000000012 624.17000000000019 1424.6500000000003 9.2096700000000027 3 2022.5000000000002 2022.5000000000002
decision_type=2 9 2 2 2 2 1 2 9 2 2 2 2 2 1 2 2
left_child=1 14 3 7 5 6 -5 10 13 -10 12 -12 -3 -9 15 -1 -16
right_child=-2 2 -4 4 -6 -7 -8 8 9 -11 11 -13 -14 -15 16 -17 -18
leaf_value=-0.437404899597168 0.87573769691662917 -0.0027254092412358193 0.69928267637888597 -0.36106165685151753 -2.1132127079096708 -1.2288748090917414 0.094267693288682952 -0.31885876106179278 0.35359876231458343 -0.78200278417484181 0.04036184961881855 1.449483891895839 0.76807085857391355 -0.81600152611732479 -0.20631836727483951 -0.31995862366723232 -0.11364573798962493
leaf_weight=57 39 96619 36 104 22 22 244 92 488 37 5542 21 25 22 67 61 67
leaf_count=57 39 96619 36 104 22 22 244 92 488 37 5542 21 25 22 67 61 67
internal_value=0 -0.000242653 0.000394701 0.00015103 -0.231487 -0.119601 -0.0494742 0.00103392 0.150759 0.268453 9.78405e-05 0.0456812 -0.00252602 -0.381347 -0.251478 -0.347262 -0.148872
internal_weight=0 103526 103274 103238 392 370 348 102846 639 525 102207 5563 96644 114 252 118 134
internal_count=103565 103526 103274 103238 392 370 348 102846 639 525 102207 5563 96644 114 252 118 134
cat_boundaries=0 5 6 12 13
cat_threshold=256 0 16 4325384 2 172 67109376 536887296 8 2097154 0 256 1103
is_linear=0
shrinkage=0.01


Tree=452
num_leaves=16
num_cat=7
split_feature=22 25 3 3 24 25 25 1 24 25 5 26 24 26 26
split_gain=293198 162492 173463 219827 132662 366881 329715 296598 263964 232606 215573 22384.6 13725.9 3983.56 2819.8
threshold=521.77697000000012 0 1449.0631000000001 1077.3535000000002 1 2 3 218.24100000000001 4 5 343.26000000000005 2022.5000000000002 6 2022.5000000000002 2022.5000000000002
decision_type=2 9 2 2 1 9 9 2 1 9 2 2 1 2 2
left_child=1 12 3 4 6 8 7 -3 -6 -7 -8 -5 13 -1 -14
right_child=-2 2 -4 11 5 9 10 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=-0.43303085670136571 0.86698032550322712 0.046591951283846758 0.62111952029334183 -0.38483740849928427 -0.069079820109154894 -0.076243990885245971 -0.0016333205608252447 0.31641431381788787 0.39509988708323557 -0.0063994820461601796 -0.44495601068843493 -0.7966390719558254 -0.20425518341918492 -0.3167590419581679 -0.11250928224022708
leaf_weight=57 39 12604 45 22 183 5315 38508 421 370 45663 110 33 67 61 67
leaf_count=57 39 12604 45 22 183 5315 38508 421 370 45663 110 33 67 61 67
internal_value=0 -0.000240484 0.000390495 0.000119943 0.00045687 -0.0108938 0.0117827 0.0552708 0.242994 -0.013695 -0.00289534 -0.631918 -0.248963 -0.34379 -0.147383
internal_weight=0 103526 103274 103229 103174 51531 51643 13025 553 50978 38618 55 252 118 134
internal_count=103565 103526 103274 103229 103174 51531 51643 13025 553 50978 38618 55 252 118 134
cat_boundaries=0 5 6 11 17 18 24 25
cat_threshold=256 0 16 4325384 2 1303 1073741824 0 128 136315136 524320 605078532 545407650 268959840 100704290 285483104 1024 160 537952256 536887426 268435490 34611746 262144 1024 1103
is_linear=0
shrinkage=0.01


Tree=453
num_leaves=18
num_cat=3
split_feature=22 16 4 0 10 16 25 2 25 18 1 14 5 5 13 0 25
split_gain=287363 160858 210064 807480 175470 316097 153685 141099 412122 434226 119097 406892 194950 101418 84414.2 43000.6 10633.1
threshold=521.77697000000012 1107.6734000000001 521.79500000000019 538.27200000000016 307.63250000000005 46.244280500000009 0 364.96250000000003 1 36.965300000000006 38.676010000000012 624.17000000000019 616.44275000000005 522.5150000000001 4.402000000000001 9.2096700000000027 2
decision_type=2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 9
left_child=1 2 6 4 5 13 16 10 15 -10 12 -12 -8 -4 -6 -9 -1
right_child=-2 -3 3 -5 14 -7 7 8 9 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.32657400769398626 0.85831054296248999 0.65900026321411131 -0.19077295231819155 -1.6370392051902978 0.94942895542491568 1.0507379441261291 -0.0030486582293909152 -0.3156674792973892 0.34990071716000798 -0.77373881108052023 0.039821896708196157 1.4344277132125129 0.36264122511630192 -0.84470754339144782 0.051781067848205568 -0.80780270576477053 -0.14333539062076145
leaf_weight=123 39 37 270 37 22 20 96498 92 488 37 5542 21 146 26 20 22 125
leaf_count=123 39 37 270 37 22 20 96498 92 488 37 5542 21 146 26 20 22 125
internal_value=0 -0.000237844 -0.000473539 -0.230642 -0.0852885 -0.166001 0.000408342 0.0010197 0.149155 0.265651 9.36544e-05 0.0450865 -0.00249621 -0.248213 0.521978 -0.377525 -0.243351
internal_weight=0 103526 103489 395 358 316 103094 102846 639 525 102207 5563 96644 296 42 114 248
internal_count=103565 103526 103489 395 358 316 103094 102846 639 525 102207 5563 96644 296 42 114 248
cat_boundaries=0 5 11 15
cat_threshold=256 0 16 4325384 2 67109376 536887296 8 2097154 0 256 0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=454
num_leaves=12
num_cat=2
split_feature=22 25 3 3 12 12 16 2 24 26 26
split_gain=282652 156492 169847 214715 133504 379742 146694 31231.2 13673.1 3905.03 2750.56
threshold=550.81750000000011 0 1449.0631000000001 1077.3535000000002 1392.9450000000004 1078.0535000000002 362.00600000000003 85.961250000000021 1 2022.5000000000002 2022.5000000000002
decision_type=2 9 2 2 2 2 2 2 1 2 2
left_child=1 8 3 4 5 6 -3 -5 9 -1 -10
right_child=-2 2 -4 7 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.4263992190779301 1.0632562545776367 0.00095399659482390338 0.61467275248633491 -0.43719048107371616 -0.81642750096321115 1.1255878849029541 -0.23244165679163956 -0.92767645608811156 -0.19980790031490042 -0.31127918360663243 -0.10919541736147297
leaf_weight=57 25 102868 45 34 20 30 270 21 67 61 67
leaf_count=57 25 102868 45 34 20 30 270 21 67 61 67
internal_value=0 -0.00017255 0.000446574 0.000178897 0.000511838 0.000670209 0.000343001 -0.624467 -0.24426 -0.338225 -0.143772
internal_weight=0 103540 103288 103243 103188 103168 103138 55 252 118 134
internal_count=103565 103540 103288 103243 103188 103168 103138 55 252 118 134
cat_boundaries=0 5 6
cat_threshold=256 0 16 4325384 2 1103
is_linear=0
shrinkage=0.01


Tree=455
num_leaves=20
num_cat=2
split_feature=22 2 10 8 5 11 8 25 0 2 13 12 25 4 4 9 0 13 5
split_gain=186385 237360 477974 555375 248049 300287 113922 101671 105752 288330 373699 305522 121115 106565 77697.7 70199.1 70406.3 60012.4 49825.5
threshold=550.81750000000011 658.86750000000018 485.19100000000009 427.52750000000009 326.45950000000005 52.741000000000007 1468.3681000000001 0 6.6497500000000009 414.53600000000012 52.332500000000003 890.55300000000011 1 7.8873450000000007 87.012500000000017 132.33478350000004 23.820750000000004 174.84360000000001 23.8931
decision_type=2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2
left_child=1 6 3 4 5 14 7 15 12 11 -11 -10 13 -9 -3 16 18 -14 -1
right_child=-2 2 -4 -5 -6 -7 -8 8 9 10 -12 -13 17 -15 -16 -17 -18 -19 -20
leaf_value=0.23249309114735536 0.78687799549102777 -0.22932319733657333 -1.6413080280149976 1.2504629302978516 -1.2008516701630183 0.96659855341911316 0.56178085509273745 -0.026643300757921901 0.018024710530092612 0.7969670988694586 -0.43181021849314372 1.1473282158374787 -0.0020867005662766717 -0.1281058547111634 -0.77146899342536923 -0.41692849658784414 -0.3106895889554705 0.11776453904665651 -0.26735326108478363
leaf_weight=396 30 152 24 25 28 20 36 8234 13186 99 33 24 79336 1184 32 21 28 420 21
leaf_count=396 30 152 24 25 28 20 36 8234 13186 99 33 24 79336 1184 32 21 28 420 21
internal_value=0 -0.0014524 -0.291693 -0.165659 -0.318259 -0.197118 -0.000660717 -0.000857333 -0.00153413 0.0247234 0.489773 0.0200764 -0.00546289 -0.0393571 -0.323609 0.144954 0.174727 -0.00145537 0.207321
internal_weight=0 103299 281 257 232 204 103018 102982 102516 13342 132 13210 89174 9418 184 466 445 79756 417
internal_count=103329 103299 281 257 232 204 103018 102982 102516 13342 132 13210 89174 9418 184 466 445 79756 417
cat_boundaries=0 5 11
cat_threshold=0 536870912 4096 134348800 32 1275101504 2056 537133600 2148598273 999440 130
is_linear=0
shrinkage=0.01


Tree=456
num_leaves=22
num_cat=6
split_feature=22 2 10 8 5 3 0 8 25 24 0 25 24 10 3 25 26 24 7 1 26
split_gain=182676 232636 468462 544323 243112 393569 264213 111655 99648.1 1.69924e+06 103647 285512 589823 249240 149437 112261 58893.8 57048.9 49405.4 18390 22.75
threshold=550.81750000000011 658.86750000000018 485.19100000000009 427.52750000000009 326.45950000000005 218.51700000000002 187.95300000000003 1468.3681000000001 0 1 6.6497500000000009 2 3 556.40500000000009 670.0675 4 2022.5000000000002 5 108.77100000000002 130.14450000000002 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 9 1 2 9 1 2 2 9 2 1 2 2 2
left_child=1 7 3 4 5 6 -3 8 9 16 14 12 -12 -13 15 -10 -1 20 -16 -19 -11
right_child=-2 2 -4 -5 -6 -7 -8 -9 10 17 11 13 -14 -15 18 -17 -18 19 -20 -21 -22
leaf_value=1.4260844965450099 0.77900921980539961 -0.224934922482105 -1.624894941697518 1.2379583145141602 -1.188843144774437 0.75370557321442511 -1.3047266190140336 0.55616302940580586 -0.037899974270081786 -0.034854590529102392 0.4748377526926707 0.0046643261794549742 0.035876513714657839 0.79537891197204591 -0.25987218303339821 -0.0010879027507052009 0.98483224805196135 -0.29761856436729434 -0.79944503879547113 -0.6150955104827881 -0.026035088177385004
leaf_weight=61 30 141 24 25 28 36 27 36 9234 59 405 11706 1191 40 112 79808 60 208 20 20 58
leaf_count=61 30 141 24 25 28 36 27 36 9234 59 405 11706 1191 40 112 79808 60 208 20 20 58
internal_value=0 -0.00143788 -0.288776 -0.164003 -0.315076 -0.195147 -0.398473 -0.00065411 -0.00084876 0.143504 -0.00151879 0.0244762 0.14953 0.00735078 -0.00540826 -0.00490984 1.11512 -0.219079 -0.341626 -0.311792 -0.0280823
internal_weight=0 103299 281 257 232 204 168 103018 102982 466 102516 13342 1596 11746 89174 89042 121 345 132 228 117
internal_count=103329 103299 281 257 232 204 168 103018 102982 466 102516 13342 1596 11746 89174 89042 121 345 132 228 117
cat_boundaries=0 5 6 11 12 18 19
cat_threshold=0 536870912 4096 134348800 32 1090 71335940 33570826 8 0 262160 1072 1275101504 10248 537133600 2148598273 999424 130 517
is_linear=0
shrinkage=0.01


Tree=457
num_leaves=23
num_cat=2
split_feature=22 2 24 8 4 6 3 8 13 5 2 15 24 13 8 5 3 6 1 4 8 2
split_gain=179041 228007 384509 603316 273682 232623 503599 109433 95872.7 181464 138872 377639 410390 121881 159920 93879.2 74608.7 97948.5 74006 23032.7 95477.5 42708.1
threshold=550.81750000000011 658.86750000000018 0 98.378800000000027 393.90000000000003 48.376050000000006 102.14221850000001 1468.3681000000001 368.06200000000007 483.06600000000009 364.96250000000003 66.040325000000024 1 278.25000000000006 60.494250000000008 552.55750000000012 285.15000000000003 46.522500000000001 29.577999999999999 53.89650000000001 8.0632500000000018 883.10000000000014
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 19 6 18 8 10 16 13 12 -12 15 -15 -1 17 -10 -3 20 21 -4
right_child=-2 2 4 -5 -6 -7 -8 -9 9 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0019229420623772678 0.77121911207834881 -0.15986733892228869 -0.066388079197176042 1.5651411450902621 -1.580387262931237 -1.1331829516092937 1.4297796664237976 0.55060141106446592 -0.15710579770658076 -0.91241390800476074 0.55557029964402316 1.2272885135933758 -0.13627643980567447 0.42734724262888113 -0.39449006659203562 0.19366447794728164 -0.59837557669039132 0.27847900466642517 -0.89095416450500498 -0.14172323703765868 -1.1150876547609057 -0.53366659535551964
leaf_weight=101844 30 45 31 24 26 21 20 36 205 30 118 32 253 129 29 246 27 69 20 20 21 53
leaf_count=101844 30 45 31 24 26 21 20 36 205 30 118 32 253 129 29 246 27 69 20 20 21 53
internal_value=0 -0.00142304 -0.285889 0.123922 -0.606731 -0.190702 0.0421468 -0.000647111 -0.000839814 -0.170756 -0.000291917 0.184976 0.0950736 -0.00102213 0.276504 -0.00145165 -0.0968365 -0.0474147 -0.384817 -0.452749 -0.511992 -0.361219
internal_weight=0 103299 281 130 151 106 85 103018 102982 331 102651 403 371 102248 158 102090 301 274 65 125 105 84
internal_count=103329 103299 281 130 151 106 85 103018 102982 331 102651 403 371 102248 158 102090 301 274 65 125 105 84
cat_boundaries=0 1 2
cat_threshold=365 275
is_linear=0
shrinkage=0.01


Tree=458
num_leaves=18
num_cat=0
split_feature=22 2 10 8 5 3 1 8 16 10 1 4 2 26 1 26 16
split_gain=175478 223471 459687 528197 236783 382789 111856 107255 94702.6 115748 92988.9 86074 74646.4 133444 73979.9 42969.7 19509.3
threshold=550.81750000000011 658.86750000000018 485.19100000000009 427.52750000000009 326.45950000000005 218.51700000000002 365.02500000000003 1468.3681000000001 522.5150000000001 307.63250000000005 10.061400000000001 1468.3681000000001 597.17782000000011 2022.5000000000002 1439.8675000000001 2022.5000000000002 1107.6734000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 8 11 10 16 12 14 -14 -1 -13 -10
right_child=-2 2 -4 -5 -6 -7 -8 -9 9 -11 -12 15 13 -15 -16 -17 -18
leaf_value=-0.00065190726077845348 0.76350691382090252 -0.29288605533692302 -1.6065758822858334 1.2216072715759279 -1.1705656766252859 0.74587649623552965 -1.0731041426885697 0.54509541557894814 -0.21114257183145074 -0.96608670389652251 0.37197548203998138 -0.084476776599884049 0.85897776215164756 -0.20388939267113096 0.39618076466499491 -0.7010127918536847 -0.5480599685337233
leaf_weight=102703 30 147 24 25 28 36 21 36 68 20 27 20 27 21 47 26 23
leaf_count=102703 30 147 24 25 28 36 21 36 68 20 27 20 27 21 47 26 23
internal_value=0 -0.00140841 -0.28303 -0.15943 -0.308249 -0.189892 -0.390413 -0.000640233 -0.000831009 -0.262619 -0.143388 -0.000479731 -0.000286208 0.393973 -0.000470388 -0.432954 -0.296298
internal_weight=0 103299 281 257 232 204 168 103018 102982 138 118 102844 102798 48 102750 46 91
internal_count=103329 103299 281 257 232 204 168 103018 102982 138 118 102844 102798 48 102750 46 91
is_linear=0
shrinkage=0.01


Tree=459
num_leaves=17
num_cat=2
split_feature=11 2 2 10 8 11 5 8 22 22 25 24 12 1 11 21
split_gain=180079 835166 192948 448242 505786 352084 195929 107753 99653.9 136021 90953.1 973836 108480 65173.5 59402.2 10114.9
threshold=1092.2834 66.795000000000016 658.86750000000018 485.19100000000009 427.52750000000009 52.741000000000007 326.45950000000005 1468.3681000000001 379.00000000000006 261.87000000000006 0 1 1078.0535000000002 262.64538500000009 1439.8675000000001 8.7187500000000018
decision_type=2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2
left_child=2 14 7 4 5 6 13 8 9 10 11 -1 -12 -4 -2 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 15 -11 12 -13 -14 -15 -16 -17
leaf_value=0.55943269448564548 0.10918845783298214 2.225292726159096 -0.40420589509726368 -1.5709069254994392 1.2093911888122559 0.88486719090005628 -1.3115244189175692 0.57053556962446739 -0.31956479172957575 0.60546657517149638 -0.0020419968091526779 -0.14453163904351818 0.48905083560943602 0.075325761522565579 -0.61908126127152219 -0.59739988684654233
leaf_weight=292 24 20 149 24 25 23 22 33 38 37 101965 556 45 35 21 20
leaf_count=292 24 20 149 24 25 23 22 33 38 37 101965 556 45 35 21 20
internal_value=0 0.52501 -0.00150567 -0.2646 -0.14117 -0.288611 -0.41963 -0.000795474 -0.000978605 -0.000745021 -0.000963086 0.101566 -0.00182518 -0.312991 -0.230671 -0.41537
internal_weight=0 65 103264 278 254 229 206 102986 102953 102895 102858 848 102010 184 45 58
internal_count=103329 65 103264 278 254 229 206 102986 102953 102895 102858 848 102010 184 45 58
cat_boundaries=0 5 6
cat_threshold=0 536870914 4096 134348810 32 1091
is_linear=0
shrinkage=0.01


Tree=460
num_leaves=27
num_cat=4
split_feature=2 16 18 25 0 24 26 5 22 22 25 0 0 24 0 6 18 0 10 16 10 0 2 2 22 2
split_gain=246278 2.56014e+06 871302 449948 508004 401806 701403 261940 115721 159844 109237 222705 552175 133012 118235 109952 104486 93702 92220.7 132833 110313 80153.9 35166.4 11908.9 4669.81 3270.75
threshold=383.96180000000004 352.21000000000004 126.68500000000002 0 748.92250000000013 1 2022.5000000000002 25.210500000000007 379.00000000000006 261.87000000000006 2 413.70875000000007 468.98000000000008 3 228.21400000000003 189.19640000000001 382.59200000000004 1438.4900000000002 796.68750000000011 1107.6734000000001 1449.0631000000001 9.2096700000000027 749.57248000000016 512.13625000000013 524.87500000000011 1070.9310000000003
decision_type=2 2 2 9 2 1 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 21 5 6 -5 -7 9 10 11 13 -13 14 -1 -14 -15 18 19 -12 -20 22 23 -2 -10 -24
right_child=1 -3 -4 4 -6 7 -8 -9 24 -11 17 12 15 16 -16 -17 -18 -19 20 -21 -22 -23 25 -25 -26 -27
leaf_value=-0.043453207834852972 -0.26002491601308186 3.3305165359497075 -1.4891192844334771 1.1596479760637188 1.6812920507431031 -0.30491679078596501 0.049727998749533694 0.42645090806909969 -0.35452217140197756 0.67417305789675031 -0.0050919589624177754 1.6477182592194657 -0.012572233092110113 0.03584401591846334 -0.58653034905108015 0.77945616903759185 0.7106773936230204 -0.58378213814326696 -0.55378565444320926 0.77204004114324398 0.30202268123626708 -0.97349416369483577 -0.42172750382196333 0.035495251274108887 -0.5382153283396075 -0.59822105816432403
leaf_weight=1804 30 25 34 99 25 163 134 70 25 35 91181 29 106 9387 41 21 23 28 61 22 20 21 21 25 31 21
leaf_count=1804 30 25 34 99 25 163 134 70 25 35 91181 29 106 9387 41 21 23 28 61 22 20 21 21 25 31 21
internal_value=0 0.190881 0.0688109 0.155789 0.286729 0.218066 0.499871 -0.0816867 -0.00175217 -0.0015045 -0.00173472 0.0274228 0.402691 0.0222458 -0.0552223 0.118393 0.0374536 -0.00538087 -0.00520404 -0.0049045 -0.342475 -0.38106 -0.292085 -0.125698 -0.456209 -0.509974
internal_weight=0 668 643 609 491 466 233 233 102814 102758 102723 11411 156 11255 1845 127 9410 91312 91284 91203 81 118 97 55 56 42
internal_count=103482 668 643 609 491 466 233 233 102814 102758 102723 11411 156 11255 1845 127 9410 91312 91284 91203 81 118 97 55 56 42
cat_boundaries=0 6 7 13 14
cat_threshold=67109376 537018368 0 2097154 64 256 1181 1073742080 180258 4536 173211938 805322864 8 2176
is_linear=0
shrinkage=0.01


Tree=461
num_leaves=26
num_cat=4
split_feature=2 16 18 25 0 24 5 5 22 22 25 3 0 0 3 24 0 0 3 0 2 3 2 22 2
split_gain=241377 2.5092e+06 853963 440994 497895 393810 490288 256727 113418 156663 107097 272063 218800 541187 215084 134585 106046 85009.6 80995.5 78558.8 34466.6 30508 11671.9 4576.89 3205.66
threshold=383.96180000000004 352.21000000000004 126.68500000000002 0 748.92250000000013 1 302.32450000000006 25.210500000000007 379.00000000000006 261.87000000000006 2 1449.0631000000001 413.70875000000007 468.98000000000008 670.0675 3 1438.4900000000002 1077.3535000000002 13.903 9.2096700000000027 749.57248000000016 1077.3535000000002 512.13625000000013 524.87500000000011 1070.9310000000003
decision_type=2 2 2 9 2 1 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=8 2 3 19 5 6 -5 -7 9 10 12 16 14 -14 15 -1 17 -12 -15 20 22 -16 -2 -10 -22
right_child=1 -3 -4 4 -6 7 -8 -9 23 -11 11 -13 13 18 21 -17 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=-0.052137945576504682 -0.25742466831207272 3.29721131439209 -1.4742280926423914 0.73433684892366691 1.6644791263580323 -0.30186762249908566 -0.4481392473121022 0.42218639460206037 -0.3509769474029541 0.66743133517674036 -0.0057010066913303929 0.99826814934059427 1.6312410867625269 0.0048042611356051467 -0.40991529638117008 0.039703738085313793 -0.6323084453300194 0.48033541255527068 0.68458626883370544 -0.96375920431954532 -0.41751022395633514 -0.89066573403098359 0.035140296745300295 -0.53283317565917965 -0.59223884945824035
leaf_weight=1902 30 25 34 190 25 163 43 70 25 35 90836 27 29 106 33 9684 27 36 21 21 21 22 25 31 21
leaf_count=1902 30 25 34 190 25 163 43 70 25 35 90836 27 29 106 33 9684 27 36 21 21 21 22 25 31 21
internal_value=0 0.188972 0.0681228 0.154231 0.283862 0.215885 0.494872 -0.0808699 -0.00173465 -0.00148946 -0.00171737 -0.00539592 0.0266173 0.398664 0.0216544 0.0246159 -0.00569464 -0.00550846 0.117209 -0.377249 -0.289165 -0.602215 -0.124441 -0.451647 -0.504875
internal_weight=0 668 643 609 491 466 233 233 102814 102758 102723 90926 11797 156 11641 11586 90899 90872 127 118 97 55 55 56 42
internal_count=103482 668 643 609 491 466 233 233 102814 102758 102723 90926 11797 156 11641 11586 90899 90872 127 118 97 55 55 56 42
cat_boundaries=0 6 7 13 14
cat_threshold=67109376 537018368 0 2097154 64 256 1181 1077936384 180258 4536 173211938 805322864 8 2176
is_linear=0
shrinkage=0.01


Tree=462
num_leaves=23
num_cat=3
split_feature=0 16 13 24 0 0 3 0 17 11 22 25 3 24 18 4 0 0 3 0 0 3
split_gain=210324 1.43998e+06 533283 441660 271182 614300 148865 128683 103366 99298.7 98265.9 88237.6 266427 244085 296698 225789 174842 64690.7 91046.1 52587.8 35958.4 24195.3
threshold=538.27200000000016 371.63775000000004 326.59750000000003 0 883.10000000000014 658.11750000000018 23.813250000000004 1438.4900000000002 922.56788200000017 1439.8675000000001 524.87500000000011 1 1449.0631000000001 2 400.32550000000009 1468.3681000000001 212.52070000000001 658.11750000000018 227.10500000000002 1438.4900000000002 748.92250000000013 10.071894000000002
decision_type=2 2 2 1 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2
left_child=8 2 3 7 5 6 -5 17 9 10 11 13 15 16 -15 -13 -1 21 -19 -6 -7 -2
right_child=1 -3 -4 4 19 20 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.034756342924770776 -0.16326964537302655 2.7751217269897461 -1.4248978614807128 1.3953637357439315 1.3343496583637438 -0.81450680276621945 0.31385715675354003 -0.79814963194040145 -0.49159704673082333 -0.58627925032171713 -0.55510192215442655 -0.0052935871497272434 1.0713712667382282 0.041659823680956068 1.1785594559752424 1.0573471374511718 -0.38992465885976951 -0.042988863598841888 0.66510020104321566 0.72851813772450325 -0.28087387459618707 -0.58420619444413624
leaf_weight=3699 36 21 22 35 38 23 20 26 43 29 32 87402 23 11647 23 20 144 104 22 23 28 22
leaf_count=3699 36 21 22 35 38 23 20 26 43 29 32 87402 23 11647 23 20 144 104 22 23 28 22
internal_value=0 0.222826 0.0884948 0.17681 0.542248 0.269026 1.00209 -0.133276 -0.00140866 -0.00120406 -0.00103931 -0.000867107 -0.00476681 0.0211046 0.0438629 -0.00505048 -0.04794 -0.04657 0.0806457 1.10592 -0.521532 -0.322935
internal_weight=0 420 399 377 167 106 55 210 103062 103019 102990 102958 87445 15513 11670 87422 3843 184 126 61 51 58
internal_count=103482 420 399 377 167 106 55 210 103062 103019 102990 102958 87445 15513 11670 87422 3843 184 126 61 51 58
cat_boundaries=0 1 7 8
cat_threshold=1197 1073774848 180388 16781816 205652770 805322864 8 2688
is_linear=0
shrinkage=0.01


Tree=463
num_leaves=28
num_cat=10
split_feature=2 16 18 25 24 13 7 4 3 22 22 25 24 25 24 1 9 25 25 3 4 25 2 2 22 2 25
split_gain=236487 2.45064e+06 835372 432012 491776 613905 407104 273378 411535 109574 153446 105217 420394 130900 115117 496731 336157 330725 223626 337035 125018 73559.1 35513.1 5091.51 4226.7 3217.06 2714.64
threshold=383.96180000000004 352.21000000000004 126.68500000000002 0 1 246.98250000000004 108.77100000000002 521.79500000000019 472.9221300000001 379.00000000000006 261.87000000000006 2 3 4 5 285.35875000000004 166.71600000000004 6 7 1449.0631000000001 449.81750000000005 8 749.57248000000016 542.8678000000001 524.87500000000011 1070.9310000000003 9
decision_type=2 2 2 9 1 2 2 2 2 2 2 9 1 9 1 2 2 9 9 2 2 9 2 2 2 2 9
left_child=9 2 3 22 5 6 -5 8 -6 10 11 12 13 -1 15 17 -17 -13 20 -20 -16 -14 23 -2 -11 -24 -23
right_child=1 -3 -4 4 7 -7 -8 -9 -10 24 -12 14 21 -15 18 16 -18 -19 19 -21 -22 26 25 -25 -26 -27 -28
leaf_value=0.52584806066404266 -0.31866312714510187 3.2588138351440432 -1.4578475621167351 0.62191835001111029 -0.059976710710570078 -0.84798233718872074 1.848094491660595 -1.0916169101541693 1.3763092426820234 -0.34719304695129394 0.66054727009364544 0.12047366896316555 -0.32333608757704496 0.13532917283887241 -0.13808935036500233 0.37401583209095229 1.6894973559813067 -1.9812456449455906e-05 -0.0071119919548391806 1.1541746223449707 -0.78321371693764963 0.0078078120191332322 -0.67861451228459668 -0.13685192088286083 -0.5219538193364297 -0.51949374814828242 -0.057393832092285157
leaf_weight=196 43 25 34 176 214 25 32 22 22 25 35 2521 118 189 969 166 22 22792 75447 25 31 132 27 24 31 24 115
leaf_count=196 43 25 34 176 214 25 32 22 22 25 35 2521 118 189 969 166 22 22792 75447 25 31 132 27 24 31 24 115
internal_value=0 0.187053 0.0676222 0.152788 0.281088 0.606572 0.810561 -0.0245216 0.0739144 -0.0017121 -0.00147111 -0.00169667 0.11553 0.342418 -0.00256993 0.0158254 0.527955 0.0120281 -0.00870548 -0.00672643 -0.156523 -0.12654 -0.373261 -0.253537 -0.443936 -0.603734 -0.0236012
internal_weight=0 668 643 609 491 233 208 258 236 102814 102758 102723 750 385 101973 25501 188 25313 76472 75472 1000 365 118 67 56 51 247
internal_count=103482 668 643 609 491 233 208 258 236 102814 102758 102723 750 385 101973 25501 188 25313 76472 75472 1000 365 118 67 56 51 247
cat_boundaries=0 6 7 12 13 17 18 23 29 30 35
cat_threshold=67109376 537018368 0 2097154 64 256 1117 1073741824 0 4096 138543138 32 3401 1073741824 0 4096 131072 22 537954304 536920064 268435744 34603520 80 1048576 536870912 0 8 0 1056 1073741824 0 0 0 2 32
is_linear=0
shrinkage=0.01


Tree=464
num_leaves=26
num_cat=7
split_feature=2 16 18 25 24 13 4 4 3 22 22 25 24 1 3 25 24 1 25 1 8 2 2 22 2
split_gain=231780 2.40188e+06 818748 423415 481990 601688 283470 267937 403345 107394 150392 103773 227109 258040 208194 163897 114834 537639 258596 111104 71943.1 34806.4 4990.18 4142.59 3153.04
threshold=383.96180000000004 352.21000000000004 126.68500000000002 0 1 246.98250000000004 422.73350000000011 521.79500000000019 472.9221300000001 379.00000000000006 261.87000000000006 2 3 469.21250000000003 1449.0631000000001 4 5 285.35875000000004 6 252.70150000000004 218.21600000000004 749.57248000000016 542.8678000000001 524.87500000000011 1070.9310000000003
decision_type=2 2 2 9 1 2 2 2 2 2 2 9 1 2 2 9 1 2 9 2 2 2 2 2 2
left_child=9 2 3 21 5 6 -5 8 -6 10 11 12 19 15 16 -14 17 -13 -18 20 -1 22 -2 -11 -23
right_child=1 -3 -4 4 7 -7 -8 -9 -10 23 -12 14 13 -15 -16 -17 18 -19 -20 -21 -22 24 -24 -25 -26
leaf_value=-0.050605133418254997 -0.31547649228295616 3.2262256469726562 -1.4432690839206472 0.67874353884375671 -0.059376945019325361 -0.83950253620147708 1.9040782167230332 -1.0807007653062994 1.3625461491671476 -0.34372112207412719 0.65394181714739119 0.011075038879106987 0.3672941809406608 1.0329848282784224 0.84393364708999108 0.074119640173365003 -0.15535316791407161 0.55508789781664247 -0.0073038191160391917 -0.63275863718241454 0.41125247492109024 -0.67182836298589355 -0.13548340857028962 -0.5167342856622511 -0.51429880321025845
leaf_weight=927 43 25 34 187 214 25 21 22 22 25 35 24909 223 32 29 1158 1189 183 74006 32 35 27 24 31 24
leaf_count=927 43 25 34 187 214 25 21 22 22 25 35 24909 223 32 29 1158 1189 183 74006 32 35 27 24 31 24
internal_value=0 0.185183 0.066946 0.15126 0.278278 0.600507 0.802455 -0.0242764 0.0731752 -0.00169458 -0.001456 -0.0016793 0.0630705 0.144207 -0.00323889 0.124657 -0.00348419 0.0150366 -0.00966515 -0.0525552 -0.0338016 -0.369528 -0.251001 -0.439496 -0.597697
internal_weight=0 668 643 609 491 233 208 258 236 102814 102758 102723 2407 1413 100316 1381 100287 25092 75195 994 962 118 67 56 51
internal_count=103482 668 643 609 491 233 208 258 236 102814 102758 102723 2407 1413 100316 1381 100287 25092 75195 994 962 118 67 56 51
cat_boundaries=0 6 7 12 13 17 18 24
cat_threshold=67109376 537018368 0 2097154 64 256 1117 1073741824 16386 4104 138543138 48 2694 1073741824 0 4096 131072 22 1048576 536870912 0 8 262144 1056
is_linear=0
shrinkage=0.01


Tree=465
num_leaves=15
num_cat=1
split_feature=11 2 22 13 0 2 5 16 19 11 24 2 1 11
split_gain=194765 770358 183115 138570 606305 170656 251747 167227 162912 118131 117465 323634 218934 31744.3
threshold=1092.2834 11.223500000000003 524.87500000000011 431.15675000000005 538.27200000000016 512.13625000000013 421.77600000000007 1107.6734000000001 958.81500000000017 242.583 0 101.31180000000002 383.83325000000008 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=2 13 3 7 5 6 9 8 10 -5 12 -12 -1 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.01539971960118105 0.050220228374004368 2.1721910400390625 -0.71324840572145254 -0.17768089887957092 -1.8982281646728516 0.75033346089449793 -1.2443886470426806 0.73504507741620462 -0.82333118597666433 0.4268038572409214 0.0034947684996683554 0.13291196920199341 -0.3644195433282062 -0.51320063510537151
leaf_weight=25558 20 20 36 189 20 22 20 31 24 39 75543 1983 181 20
leaf_count=25558 20 20 36 189 20 22 20 31 24 39 75543 1983 181 20
internal_value=0 0.569737 -0.000172781 7.49819e-05 -0.218212 -0.0937658 -0.168646 0.000687671 0.00046727 -0.0742822 0.00065873 0.00680419 -0.0178471 -0.23149
internal_weight=0 60 103646 103610 290 270 248 103320 103289 228 103265 77526 25739 40
internal_count=103706 60 103646 103610 290 270 248 103320 103289 228 103265 77526 25739 40
cat_boundaries=0 1
cat_threshold=2184
is_linear=0
shrinkage=0.01


Tree=466
num_leaves=28
num_cat=2
split_feature=13 0 13 16 9 5 2 10 18 18 2 2 24 0 5 10 14 24 2 5 15 1 12 13 0 13 13
split_gain=186666 569868 279076 1.13953e+06 204733 320467 201672 178701 121483 131578 345236 147092 438339 574863 138662 893343 128942 86772.5 117376 92780.5 72407.7 53824.1 55758.8 45872.3 39428.5 26504.5 13274
threshold=431.15675000000005 538.27200000000016 278.25000000000006 371.63775000000004 553.21400000000006 522.5150000000001 137.93250000000003 173.18724 1129.6950200000003 151.03750000000005 315.17050000000006 101.31180000000002 0 883.10000000000014 421.77600000000007 228.79300000000003 920.44288200000017 1 190.99500000000003 166.07175000000004 48.024000000000008 273.76200000000006 283.49220000000008 564.6037500000001 97.805000000000021 619.25400000000013 303.39610000000005
decision_type=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
left_child=2 4 8 6 5 17 7 24 9 11 21 14 20 -14 16 -16 -1 18 23 25 -13 22 -11 -2 26 -19 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12 12 13 -15 15 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0017126893166804638 0.21336736471225057 -1.8792458763122559 0.20595651489315611 2.5680342123621984 0.842810080587864 -1.4234191236495972 -0.82913847661018369 0.90840785324573514 0.77938873004913334 -0.09898314952429603 -1.2205623938297403 -0.086747564127714588 0.14216633388069311 1.6398554622209989 0.070713546784197695 2.252367715358734 -0.61764346571529616 0.050349942773580549 0.77976569811503094 -0.79152524948120118 -0.54416610346900096 -0.55801855425039926 0.38697473430633544 -0.2367106271231616 0.49488367716471354 -0.28309287863262628 -0.023204829063680439
leaf_weight=99538 39 20 33 21 20 20 20 32 20 425 29 894 1793 26 305 20 34 40 21 29 36 24 25 54 21 59 108
leaf_count=99538 39 20 33 21 20 20 20 32 20 425 29 894 1793 26 305 20 34 40 21 29 36 24 25 54 21 59 108
internal_value=0 -0.248099 0.000880422 0.345098 -0.132414 -0.206859 0.126959 0.225526 9.63581e-05 -5.47423e-05 -0.161396 0.000735885 0.0728986 0.162679 -0.00124991 0.204969 -0.00192301 -0.106317 0.0960809 -0.272773 -0.103343 -0.0965948 -0.0719855 -0.0479682 0.0906358 -0.148369 0.0304287
internal_weight=0 302 103404 235 282 262 214 194 103169 103149 503 102646 2749 1819 99897 325 99572 242 114 128 930 474 450 93 162 99 141
internal_count=103706 302 103404 235 282 262 214 194 103169 103149 503 102646 2749 1819 99897 325 99572 242 114 128 930 474 450 93 162 99 141
cat_boundaries=0 1 2
cat_threshold=2188 2712
is_linear=0
shrinkage=0.01


Tree=467
num_leaves=22
num_cat=1
split_feature=11 2 17 8 16 3 7 9 25 2 0 2 0 2 8 21 11 9 12 1 11
split_gain=190096 753012 183259 214316 134708 135968 478594 496774 132313 738148 230495 140495 355375 136999 74861.5 69884.3 122886 54377.3 69511.1 33350.7 30851.2
threshold=1092.2834 11.223500000000003 330.72800000000007 334.76100000000002 1107.6734000000001 670.0675 371.89150000000006 285.81500000000005 0 1070.9310000000003 438.42500000000007 658.86750000000018 538.27200000000016 315.17050000000006 15.585000000000003 9.4775000000000009 242.583 13.016250000000001 40.034400000000005 11.827700000000002 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 4 15 5 8 7 14 9 10 -1 13 -13 -10 -7 16 17 18 -4 -19 -2
right_child=1 -3 3 -5 -6 6 -8 -9 11 -11 -12 12 -14 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=0.031963347960319764 0.048428137540817262 2.147174789428711 -0.14774877956137061 -0.96181296116596937 0.62987524930168604 -0.31716356119914363 -1.5178755650153528 1.3423396383632313 -0.0020839840377491117 1.6983456843870659 0.52638329654932026 -0.12451161854556113 -1.535983486175537 0.17015646919993491 0.26869023056030272 -0.5426563741031446 0.66906643390655518 -0.22111545350816514 0.47298529761178154 -0.75988679845631124 -0.50701007956266397
leaf_weight=5296 20 20 128 37 34 171 26 22 97009 27 96 165 20 464 25 38 20 27 21 20 20
leaf_count=5296 20 20 128 37 34 171 26 22 97009 27 96 165 20 464 25 38 20 27 21 20 20
internal_value=0 0.562864 -0.000171928 -0.250769 0.000533637 0.000326539 -0.235455 -0.0825057 0.000884672 0.0489346 0.0407661 -0.00178643 -0.277103 -0.00126407 -0.242437 -0.147191 -0.0776189 -0.153811 -0.0602628 -0.45038 -0.229291
internal_weight=0 60 103646 291 103355 103321 244 218 103077 5419 5392 97658 185 97473 196 254 216 196 149 47 40
internal_count=103706 60 103646 291 103355 103321 244 218 103077 5419 5392 97658 185 97473 196 254 216 196 149 47 40
cat_boundaries=0 6
cat_threshold=1074790656 32898 4104 38961408 524336 32
is_linear=0
shrinkage=0.01


Tree=468
num_leaves=21
num_cat=1
split_feature=11 2 17 6 16 13 0 13 7 2 0 11 24 2 1 15 6 15 0 11
split_gain=186313 738027 179612 253174 132028 135606 348220 162504 142768 166248 136454 178594 107006 304527 164640 100563 127642 66654.4 68131.8 30237.2
threshold=1092.2834 11.223500000000003 330.72800000000007 543.52500000000009 1107.6734000000001 368.06200000000007 468.98000000000008 278.25000000000006 361.43000000000006 315.17050000000006 68.077500000000015 101.87100000000001 0 101.31180000000002 383.83325000000008 367.0080000000001 85.762625000000014 92.582037500000027 59.173000000000009 1439.8675000000001
decision_type=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 15 5 7 8 12 9 -7 11 -9 14 -14 -1 16 17 18 -4 -2
right_child=1 -3 3 -5 -6 6 -8 10 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.01511411956345941 0.047943843603134154 2.1257030334472655 -0.12646794180928564 -1.3340189242362976 0.62357648400699395 -0.1043960191640589 -1.3368512420654299 0.042789066872089221 -0.7408923497051001 0.84281717205047613 1.1054006052017211 1.0770979981422424 0.0031894650064552238 0.12995470148890659 -0.32376883607486201 0.38834149705952614 -0.75878493412947035 0.41396954679489134 -0.74489955377578743 -0.50193997323513029
leaf_weight=25436 20 20 163 20 34 252 25 101 32 20 20 20 75297 1944 174 29 39 20 20 20
leaf_count=25436 20 20 163 20 34 252 25 101 32 20 20 20 75297 1944 174 29 39 20 20 20
internal_value=0 0.557236 -0.000170208 -0.248261 0.000528301 0.000323274 -0.202375 0.000970777 -0.109079 -0.034748 0.340225 0.213749 0.000505688 0.00637906 -0.0172045 -0.168131 -0.234816 -0.134152 -0.194056 -0.226998
internal_weight=0 60 103646 291 103355 103321 329 102992 304 272 141 121 102851 77241 25610 271 242 203 183 40
internal_count=103706 60 103646 291 103355 103321 329 102992 304 272 141 121 102851 77241 25610 271 242 203 183 40
cat_boundaries=0 1
cat_threshold=2184
is_linear=0
shrinkage=0.01


Tree=469
num_leaves=15
num_cat=1
split_feature=11 2 22 17 2 16 3 4 25 2 0 26 11 17
split_gain=182605 723340 178154 140648 202877 146148 173051 357644 124345 798734 129840 96581.3 29635.5 47.7139
threshold=1092.2834 11.223500000000003 524.87500000000011 686.30475000000013 10.852000000000002 1107.6734000000001 1077.3535000000002 277.77250000000009 0 1070.9310000000003 1077.3535000000002 2022.5000000000002 1439.8675000000001 1037.0750000000003
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=2 12 3 5 13 6 8 11 9 -1 -10 -8 -2 -5
right_child=1 -3 -4 4 -6 -7 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.044677624348989468 0.047464418053627021 2.1044459915161133 -0.70351775937610206 -0.12613721183368137 -1.2960965530872346 0.64647192055838443 0.28868889598285452 -1.6105194358825685 -0.0012938067156821073 1.9136275790502197 -0.40182725288249826 -0.40792683104674021 -0.49692057216167451 -0.10732439788488242
leaf_weight=3951 20 20 36 28 20 35 34 20 99344 23 81 48 20 26
leaf_count=3951 20 20 36 28 20 35 34 20 99344 23 81 48 20 26
internal_value=0 0.551663 -0.000168506 7.58773e-05 -0.435733 0.000387361 0.000168881 -0.411524 0.000575003 0.0553551 -0.00161995 -0.119086 -0.224728 -0.117079
internal_weight=0 60 103646 103610 74 103536 103501 102 103399 3974 99425 82 40 54
internal_count=103706 60 103646 103610 74 103536 103501 102 103399 3974 99425 82 40 54
cat_boundaries=0 6
cat_threshold=1074790656 32898 4104 4358400 524336 32
is_linear=0
shrinkage=0.01


Tree=470
num_leaves=16
num_cat=0
split_feature=22 12 12 13 10 5 11 11 9 8 11 5 5 9 9
split_gain=227892 124439 344972 110358 330326 130558 102499 95384.5 92463.7 166452 88523.2 214915 121311 47290.6 176.891
threshold=521.77697000000012 1392.9450000000004 1078.0535000000002 456.91750000000008 220.81250000000003 302.32450000000006 242.583 242.583 1117.4100000000001 149.30750000000003 561.29150000000016 22.173850000000005 1449.0631000000001 233.37814 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 7 13 -6 10 14 12 -12 -1 -5 -10
right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16
leaf_value=7.641383784741058e-05 0.74498892109568526 -0.64465477355321255 1.0376092493534088 -0.010858685953397278 -0.9753845442896304 -1.4961479606628418 0.68199747490882867 -0.054362580559470443 -0.0044380925950549899 -1.137469911456108 0.016504906679666233 -0.7106534778376421 0.54413318494471108 -0.51951666309720002 -0.045992751598358153
leaf_weight=102880 41 30 32 141 23 20 20 22 21 20 126 60 41 21 20
leaf_count=102880 41 30 32 141 23 20 20 22 21 20 126 60 41 21 20
internal_value=0 -0.000702002 -0.000515253 -0.000836483 -0.211959 -0.823889 0.00658805 -0.525107 -0.000331024 -0.389548 -0.000100756 -0.218062 0.000293146 -0.0767958 -0.0247087
internal_weight=0 103477 103447 103415 247 65 182 45 103168 61 103107 186 102921 162 41
internal_count=103518 103477 103447 103415 247 65 182 45 103168 61 103107 186 102921 162 41
is_linear=0
shrinkage=0.01


Tree=471
num_leaves=15
num_cat=1
split_feature=11 12 12 12 5 25 8 5 0 3 0 12 11 9
split_gain=212214 121979 338077 118598 215092 91395.3 143279 129619 101095 461796 169241 55795.3 78000.5 39593.4
threshold=1439.8675000000001 1392.9450000000004 1078.0535000000002 564.6037500000001 421.77600000000007 0 185.57600000000005 23.8931 468.98000000000008 888.10000000000014 438.42500000000007 671.11374000000012 58.577500000000008 13.447500000000003
decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 6 7 -1 10 -10 -7 13 -13 -5
right_child=-2 -3 -4 4 -6 8 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.22435679745674134 0.82685583486672376 -0.63820822179317471 1.0272331470251084 -0.10689274526777721 -1.199852881865068 -0.00064012771041882272 -0.6821211910247803 -0.58164302326384043 -0.077634620027086099 -1.5592153185064144 0.51375655505806206 -0.17316777467727662 0.52621305382770045 -0.72096091951642716
leaf_weight=400 31 30 32 21 22 102278 20 21 481 22 64 52 23 21
leaf_count=400 31 30 32 21 22 102278 20 21 481 22 64 52 23 21
internal_value=0 -0.000650401 -0.000465525 -0.000783498 -0.292687 -0.00039066 0.141654 0.184153 -0.00101342 -0.142435 -0.000318448 -0.122109 0.041309 -0.413927
internal_weight=0 103487 103457 103425 139 103286 441 421 102845 503 102342 117 75 42
internal_count=103518 103487 103457 103425 139 103286 441 421 102845 503 102342 117 75 42
cat_boundaries=0 5
cat_threshold=0 536870912 4096 134348800 32
is_linear=0
shrinkage=0.01


Tree=472
num_leaves=24
num_cat=4
split_feature=22 13 0 8 8 16 7 25 13 7 11 4 2 25 24 24 18 13 4 16 5 2 26
split_gain=223580 121554 383616 185119 170897 155949 117815 373487 902783 278254 258219 409317 193652 116714 1.5636e+06 113774 88428.9 131435 88793.2 87799.6 81964.4 64987.9 20899.3
threshold=521.77697000000012 431.15675000000005 507.82280000000009 401.69424000000004 166.61000000000004 1107.6734000000001 138.14056700000003 0 120.57000000000001 156.52200000000002 487.6375000000001 169.65250000000003 190.99500000000003 1 2 3 400.32550000000009 5.8604000000000012 393.90000000000003 146.27099000000001 130.89900000000003 190.99500000000003 2022.5000000000002
decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 9 1 1 2 2 2 2 2 2 2
left_child=1 5 3 4 19 6 13 8 9 -8 11 -9 -12 14 22 -16 18 -18 -15 21 -6 -3 -1
right_child=-2 2 -4 -5 20 -7 7 10 -10 -11 12 -13 -14 16 15 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=1.3069291570293371 0.73791121948056104 -0.12724631148974103 -1.4173065797487894 -0.93193872292836499 1.0129288454282852 0.72076269531250003 1.3963238534927367 -0.025862147449069239 2.4963734097480774 0.15688996227147678 -0.12972026586532592 0.43993050998051964 -1.2690640643926767 -0.0021286858385758103 -0.43935307488824327 -0.046359191564989341 0.49579000380304122 -0.2304081071747674 -0.14817913174914402 -0.7141716229397318 0.11842949438095093 0.47960197353363038 1.0367598140716552
leaf_weight=67 41 150 24 24 21 30 20 1168 20 192 35 225 26 100519 127 181 81 36 418 23 20 20 50
leaf_count=67 41 150 24 24 21 30 20 1168 20 192 35 225 26 100519 127 181 81 36 418 23 20 20 50
internal_value=0 -0.000691102 -0.208024 -0.0955321 -0.00974683 -0.000124526 -0.000334158 0.0825731 0.446185 0.273818 0.0213398 0.0493736 -0.615342 -0.0017116 0.161739 -0.217126 -0.00241479 0.272344 -0.00273351 -0.134305 0.576588 -0.0558524 1.09766
internal_weight=0 103477 282 258 234 103195 103165 1686 232 212 1454 1393 61 101479 425 308 101054 117 100937 193 41 170 117
internal_count=103518 103477 282 258 234 103195 103165 1686 232 212 1454 1393 61 101479 425 308 101054 117 100937 193 41 170 117
cat_boundaries=0 5 10 11 12
cat_threshold=1049600 16384 8 0 8196 0 536870912 4096 134348800 32 2114 281
is_linear=0
shrinkage=0.01


Tree=473
num_leaves=24
num_cat=4
split_feature=22 13 6 16 5 11 12 7 25 13 7 11 4 2 25 24 24 9 6 18 6 4 26
split_gain=219131 119134 388560 152846 140270 232297 118345 115471 366054 884817 272717 253081 401171 189798 114234 1.53285e+06 111680 94089.1 166562 86669.2 138182 88027.2 20483.4
threshold=521.77697000000012 431.15675000000005 521.79500000000019 1107.6734000000001 117.99690000000002 364.16800000000006 225.6585 138.14056700000003 0 120.57000000000001 156.52200000000002 487.6375000000001 169.65250000000003 190.99500000000003 1 2 3 242.38250000000002 10.894552500000001 400.32550000000009 11.836000000000002 1468.3681000000001 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 1 1 2 2 2 2 2 2
left_child=1 3 4 7 5 17 -6 14 9 10 -9 12 -10 -13 15 22 -17 18 -3 21 -21 -16 -1
right_child=-2 2 -4 -5 6 -7 -8 8 11 -11 -12 13 -14 -15 19 16 -18 -19 -20 20 -22 -23 -24
leaf_value=1.2938599259106081 0.73053214631429531 -0.11265511237885342 -1.323945015668869 0.71355505752563475 -0.083388128525171523 1.0818929986953736 -0.89706432992761798 1.3823606500625609 -0.025603525388909327 2.4714096388816835 0.15532106201474866 -0.12842305469512941 0.43553119734658136 -1.2563734182944664 -0.0025225738571755456 -0.43528024179221936 -0.045919885685306569 -0.70257797646522524 0.85212708019074945 0.48502299785614017 -0.27867505651531799 -0.47770458881671618 1.0263922359466553
leaf_weight=67 41 121 28 30 39 20 33 20 1168 20 192 35 225 26 100898 127 181 20 21 84 33 39 50
leaf_count=67 41 121 28 30 39 20 33 20 1168 20 192 35 225 26 100898 127 181 20 21 84 33 39 50
internal_value=0 -0.00068466 -0.205943 -0.000123752 -0.0826991 0.0651082 -0.456323 -0.000331287 0.0817474 0.441723 0.27108 0.0211264 0.0488798 -0.609189 -0.00169496 0.16001 -0.215107 -0.0604207 0.0300239 -0.00239064 0.269621 -0.00270617 1.08668
internal_weight=0 103477 282 103195 254 182 72 103165 1686 232 212 1454 1393 61 101479 425 308 162 142 101054 117 100937 117
internal_count=103518 103477 282 103195 254 182 72 103165 1686 232 212 1454 1393 61 101479 425 308 162 142 101054 117 100937 117
cat_boundaries=0 5 10 11 12
cat_threshold=1049600 16384 8 0 8196 0 536870912 4096 134348800 32 2114 281
is_linear=0
shrinkage=0.01


Tree=474
num_leaves=16
num_cat=2
split_feature=22 12 12 13 10 5 10 11 9 8 25 24 8 16 9
split_gain=214771 118943 331411 103535 316967 124889 99451.9 94477.8 92069.8 162494 96307.2 1.51074e+06 127399 58359.7 135.808
threshold=521.77697000000012 1392.9450000000004 1078.0535000000002 456.91750000000008 220.81250000000003 302.32450000000006 26.355672000000002 242.583 1117.4100000000001 149.30750000000003 0 1 1117.4100000000001 52.620500000000007 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 2 2 9 1 2 2 2
left_child=1 2 3 8 6 7 13 -6 10 14 11 -1 -12 -5 -10
right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11 12 -13 -14 -15 -16
leaf_value=1.0801195466613771 0.72322684125202463 -0.63024976817766831 1.0170206159353257 -0.015900848728995168 -0.96064085299554081 -1.4622332153320312 0.49648971473469455 -0.044007118398492986 -0.010470829237075079 -1.1276847057938577 -0.0010027287044166706 -0.21479912203513771 0.44529909625649455 -0.55463069299856815 -0.046881595373153687
leaf_weight=115 41 30 32 124 23 20 34 22 21 20 102612 316 64 24 20
leaf_count=115 41 30 32 124 23 20 34 22 21 20 102612 316 64 24 20
internal_value=0 -0.000678279 -0.000495701 -0.000810554 -0.205303 -0.804732 0.00877917 -0.512509 -0.000320968 -0.388708 -9.1191e-05 0.147371 -0.000724469 -0.103262 -0.0282322
internal_weight=0 103477 103447 103415 247 65 182 45 103168 61 103107 431 102676 148 41
internal_count=103518 103477 103447 103415 247 65 182 45 103168 61 103107 431 102676 148 41
cat_boundaries=0 5 6
cat_threshold=0 536870912 4096 134348800 32 2114
is_linear=0
shrinkage=0.01


Tree=475
num_leaves=24
num_cat=0
split_feature=2 12 6 0 1 6 2 2 0 7 5 17 8 10 6 0 1 15 7 0 1 2 0
split_gain=248000 1.39991e+06 362241 179773 179508 175383 159306 409391 116487 375537 381988 115625 133587 106382 252396 103650 237624 80330.5 128620 80360.8 78870.6 72361.3 37959.8
threshold=883.10000000000014 144.54600000000002 123.18250000000002 131.25500000000002 7.8769000000000009 1424.6500000000003 1070.9310000000003 1439.8675000000001 883.10000000000014 361.43000000000006 80.277190500000017 330.72800000000007 455.79000000000002 1098.7459000000001 10.184000000000003 468.98000000000008 285.35875000000004 112.68820050000001 7.8974010000000003 60.451000000000001 96.32442850000001 55.44250000000001 1077.3535000000002
decision_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 6 8 -2 -8 11 10 21 13 17 15 -15 20 -17 19 -19 -13 -1 22 -10
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 12 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.0010500240660620498 -0.47299917410720477 2.4257083613531929 -1.2318620772588822 0.91009766402067971 -0.76250600179036454 -0.63145356178283696 1.5689680259877985 -0.25393606820276804 -0.10980269505427433 1.5117761732283095 -0.92676915232340495 -0.16589174200219717 -0.97434913090297159 -0.026060419990902854 1.338827814102173 -0.043639762111008167 -0.70266375359366917 -0.23741776219729718 0.76394993771677433 -0.82138002486456008 0.051408362825515058 0.86466351826985677 0.33070782727833037
leaf_weight=99572 22 28 21 27 24 44 22 28 26 21 30 171 21 42 20 280 68 29 23 21 2951 21 79
leaf_count=99572 22 28 21 27 24 44 22 28 26 21 30 171 21 42 20 280 68 29 23 21 2951 21 79
internal_value=0 0.379793 -0.0180243 0.189216 -0.0135317 -0.000241425 0.236126 0.548142 2.72404e-05 0.256346 0.0873456 -0.000412384 -0.209027 0.000124691 0.414226 -0.000124886 -0.172415 -0.143159 0.205495 -0.237586 0.000459927 0.328801 0.221629
internal_weight=0 172 144 123 96 103419 72 50 103375 177 156 103198 265 102933 62 102871 348 244 52 192 102523 126 105
internal_count=103591 172 144 123 96 103419 72 50 103375 177 156 103198 265 102933 62 102871 348 244 52 192 102523 126 105
is_linear=0
shrinkage=0.01


Tree=476
num_leaves=26
num_cat=9
split_feature=2 12 26 0 25 24 24 25 12 3 11 26 3 22 5 24 0 11 25 26 25 26 24 24 26
split_gain=243065 1.37205e+06 271939 128791 118155 585384 191962 311798 183096 124186 108652 99811.9 94878.1 94586.4 93656.2 595646 89208.3 68711 57353.3 57279.9 40808.4 48013.3 32249 12287.8 301.269
threshold=883.10000000000014 144.54600000000002 2022.5000000000002 131.25500000000002 0 1 2 3 1078.0535000000002 1449.0631000000001 9.2480000000000029 2022.5000000000002 7.7340000000000009 524.87500000000011 421.77600000000007 4 187.95300000000003 242.583 5 2022.5000000000002 6 2022.5000000000002 7 8 2022.5000000000002
decision_type=2 2 2 2 9 1 1 9 2 2 2 2 2 2 2 1 2 2 9 2 9 2 1 1 2
left_child=4 2 3 -2 5 19 7 11 9 13 -10 -7 -4 14 17 -16 18 -6 22 -1 24 -22 -8 -20 -9
right_child=1 -3 12 -5 8 6 16 20 10 -11 -12 -13 -14 -15 15 -17 -18 -19 23 -21 21 -23 -24 -25 -26
leaf_value=0.77016269008712013 0.15608650170120539 2.4014513308661325 -0.22495273579966349 1.1029146690368652 -0.0020119467163366208 0.34842231008741592 0.13794158372186846 0.10720452011608687 -0.19316888204642704 -0.54474162873767673 -1.1322706291892313 0.95643014545793892 -1.0332879333496094 -0.56228699556986494 0.45605218965909011 -0.23960313504908509 -0.77864566612243646 0.10168963088154284 -0.073699925067061078 0.43501435151377926 -0.30645937031660325 0.046713215363653082 -0.08873261189088226 -0.22967580526410747 0.13889851295341879
leaf_weight=101 51 28 53 20 101013 54 114 61 28 42 22 54 20 30 257 221 20 643 108 103 78 76 118 217 59
leaf_count=101 51 28 53 20 101013 54 114 61 28 42 22 54 20 30 257 221 20 643 108 103 78 76 118 217 59
internal_value=0 0.375995 -0.0178441 0.422799 -0.000239011 0.099554 -0.0060021 0.165416 -0.0013836 -0.00108777 -0.606374 0.597136 -0.446414 -0.000864271 -0.000699363 0.138949 -0.120373 -0.00135601 -0.0988977 0.572864 -0.0197857 -0.124107 0.0237479 -0.181591 0.113342
internal_weight=0 172 144 71 103419 1163 959 382 102256 102206 50 108 73 102164 102134 478 577 101656 557 204 274 154 232 325 120
internal_count=103591 172 144 71 103419 1163 959 382 102256 102206 50 108 73 102164 102134 478 577 101656 557 204 274 154 232 325 120
cat_boundaries=0 6 7 8 13 14 20 24 25 26
cat_threshold=1073741824 2 0 1179912 262176 32 2112 1292 1073741824 0 0 0 32 3682 0 0 0 1048576 262144 32 0 2 0 1048576 19 129
is_linear=0
shrinkage=0.01


Tree=477
num_leaves=36
num_cat=9
split_feature=2 12 4 0 1 26 25 24 24 25 12 4 25 14 15 7 1 11 17 26 20 14 1 8 26 0 25 26 12 25 26 24 15 24 26
split_gain=238228 1.34475e+06 482666 501310 162851 184569 115753 573788 188199 305593 179452 108090 393259 420570 600688 156065 212433 106489 105847 97825.6 95091.6 108614 245119 112430 93928.6 87421.2 56273.6 56140.1 53670.5 39996.3 47057.8 31658.1 20391.6 12046.1 295.274
threshold=883.10000000000014 144.54600000000002 223.58100000000002 131.25500000000002 7.8769000000000009 2022.5000000000002 0 1 2 3 1078.0535000000002 195.82340000000002 4 237.24250000000004 66.040325000000024 161.25550000000001 315.7462000000001 9.2480000000000029 129.93500000000003 2022.5000000000002 275.32250000000005 678.01075000000003 8.3632500000000025 427.52750000000009 2022.5000000000002 187.95300000000003 5 2022.5000000000002 108.63300000000001 6 2022.5000000000002 7 92.582037500000027 8 2022.5000000000002
decision_type=2 2 2 2 2 2 9 1 1 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 1 2 1 2
left_child=6 2 3 4 5 -2 7 27 9 19 11 20 13 14 -13 16 -14 -12 -15 -9 21 23 -23 -8 -17 26 31 -1 32 34 -31 -10 -22 -28 -11
right_child=1 -3 -4 -5 -6 -7 10 8 25 29 17 12 15 18 -16 24 -18 -19 -20 -21 28 22 -24 -25 -26 -27 33 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=0.76246107649094985 0.76991905808448791 2.3774367734364099 -1.3122401237487793 1.6865142822265626 -0.69491943052836835 -0.24900109649449587 -0.0016653232335787167 0.34493810273982861 0.13667341643764128 0.10613246511240475 -0.19123719520866872 0.237060016098328 -0.083442130588811891 -0.15726676150066096 1.2675457922617595 0.6945407346777015 -0.81098404995230744 -1.1209479280493475 -0.95488213879721506 0.94686582247416184 -0.22575713243622048 0.057510235603039084 1.3234879271984101 -0.2005655881448796 0.053909215291341149 -0.77085920405387887 -0.073025377968610347 0.43066419555145558 -0.67742376363277435 -0.30339477996604564 0.046246095331091627 -0.08791460571810604 0.12290464003384113 -0.22748022974325172 0.13750954724974551
leaf_weight=101 32 28 24 20 28 40 100259 54 114 61 28 554 602 41 63 37 43 22 28 54 104 65 20 285 60 20 108 103 25 78 76 118 20 217 59
leaf_count=101 32 28 24 20 28 40 100259 54 114 61 28 554 602 41 63 37 43 22 28 54 104 65 20 285 60 20 108 103 25 78 76 118 20 217 59
internal_value=0 0.372235 -0.0176657 0.241249 -0.0478038 0.203852 -0.000236657 0.0985368 -0.00596831 0.163761 -0.00136955 -0.00107668 0.0853152 0.25575 0.34228 -0.0746967 -0.131945 -0.60031 -0.480937 0.591165 -0.00230083 -0.00192705 0.355387 -0.00222912 0.298274 -0.119213 -0.0979543 0.567135 -0.25474 -0.0195878 -0.122866 0.0235307 -0.169521 -0.179866 0.112209
internal_weight=0 172 144 120 100 72 103419 1163 959 382 102256 102206 1428 686 617 742 645 50 69 108 100778 100629 85 100544 97 577 557 204 149 274 154 232 124 325 120
internal_count=103591 172 144 120 100 72 103419 1163 959 382 102256 102206 1428 686 617 742 645 50 69 108 100778 100629 85 100544 97 577 557 204 149 274 154 232 124 325 120
cat_boundaries=0 6 7 8 13 19 25 29 30 31
cat_threshold=1073741824 2 0 1179912 262176 32 2112 1292 1073741824 0 0 0 32 49152 147984 512 0 8260 4352 0 0 0 1048576 262144 32 0 2 0 1048576 19 129
is_linear=0
shrinkage=0.01


Tree=478
num_leaves=27
num_cat=6
split_feature=2 7 26 6 1 25 24 0 24 12 26 4 25 0 7 13 11 16 14 0 9 26 26 24 24 2
split_gain=233487 1.32622e+06 210420 172743 132272 125574 672346 315292 272575 181865 154258 126625 423790 558878 191165 122227 96885.9 94975.5 102372 72881.3 69371.3 66728.6 62106.3 134665 102862 16309.5
threshold=883.10000000000014 394.58800000000002 2022.5000000000002 1424.6500000000003 55.204000000000015 0 1 8.0935000000000006 2 1078.0535000000002 2022.5000000000002 195.82340000000002 3 883.10000000000014 552.55750000000012 94.292500000000004 9.2480000000000029 352.21000000000004 678.01075000000003 187.95300000000003 191.37774500000003 2022.5000000000002 2022.5000000000002 4 5 1070.9310000000003
decision_type=2 2 2 2 2 9 1 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 1 2
left_child=3 2 4 5 -2 6 7 8 10 11 -1 17 13 -13 -14 25 -11 18 -7 22 -19 -10 24 -24 -8 -4
right_child=1 -3 15 -5 -6 9 19 -9 21 16 -12 12 14 -15 -16 -17 -18 20 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.42966902956550507 0.8190624229907989 2.7231415557861327 -0.76047286304157413 -0.62667771014300255 -0.059337215423583986 -0.0018801484033147701 0.066210610566315831 1.7049325919151306 0.28518562196176261 -0.20786957066634607 1.0612527188417074 0.22516088814649618 -0.10137870284531621 1.921942244052887 0.84486347588625821 0.35063182921636676 -1.0769680628828382 -0.26552705553741685 0.34530845630870149 -0.67356580114364617 0.24123938160557903 -0.13271437786720897 -0.21880852140426638 0.20050014237063615 -0.3019721669576329 -0.41480931159777518
leaf_weight=81 40 21 21 44 30 100612 125 20 79 29 74 660 723 20 22 21 23 210 85 20 31 74 115 189 183 39
leaf_count=81 40 21 21 44 30 100612 125 20 79 29 74 660 723 20 22 21 23 210 85 20 31 74 115 189 183 39
internal_value=0 0.368512 0.0410474 -0.000234534 0.442605 3.21016e-05 0.113277 0.473797 0.409236 -0.00104037 0.686884 -0.000740124 0.0928668 0.27108 -0.0724633 -0.305978 -0.592279 -0.00206163 -0.00158708 -0.0782945 -0.200341 0.0779681 -0.0601205 0.0412778 -0.160202 -0.535792
internal_weight=0 172 151 103419 70 103375 960 328 308 102415 155 102363 1425 680 745 81 52 100938 100697 632 241 153 612 304 308 60
internal_count=103591 172 151 103419 70 103375 960 328 308 102415 155 102363 1425 680 745 81 52 100938 100697 632 241 153 612 304 308 60
cat_boundaries=0 5 6 7 13 14 15
cat_threshold=1073741824 0 0 1179904 262176 2124 72 49152 147984 512 0 8260 4352 800 416
is_linear=0
shrinkage=0.01


Tree=479
num_leaves=19
num_cat=0
split_feature=22 22 12 0 14 3 17 4 20 10 8 14 5 8 0 1 26 18
split_gain=198351 625464 174045 149056 345867 443285 108056 100927 361270 405210 247821 100103 366517 212432 90117.3 129153 54130.4 53972.1
threshold=521.77697000000012 611.39525000000015 1392.9450000000004 883.10000000000014 38.582500000000003 384.83520000000004 808.93715250000014 195.82340000000002 72.978000000000009 50.733000000000011 796.15000000000009 678.01075000000003 26.770100000000003 678.89998000000014 1077.3535000000002 13.903 2022.5000000000002 60.261600000000008
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 6 5 14 7 11 10 -10 -9 13 -13 -1 16 -16 -5 -8
right_child=1 -3 -4 4 -6 -7 17 8 9 -11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=-0.00091924039378919547 1.9614030380249023 -0.50957337742760067 -0.81797074269216796 0.89154995671025039 -0.78781121290647071 1.7741403358632868 -0.20925013745153273 0.028987688907450224 1.7208527665478843 0.085283423626061644 0.90603290471163667 -0.064902734238168475 1.309381283654107 -0.39353274891665885 0.27404205974410561 -0.60742758317427203 0.22332100954922762 -0.85402199125289913
leaf_weight=101593 20 21 26 27 26 22 37 1359 28 33 33 69 27 138 68 22 22 20
leaf_count=101593 20 21 26 27 26 22 37 1359 28 33 33 69 27 138 68 22 22 20
internal_value=0 0.695781 9.83593e-05 0.000303817 0.282376 0.455202 -0.000206625 3.36046e-05 0.0827884 0.836037 0.0497797 -0.00114725 0.321615 -0.00145183 0.246449 0.0585717 0.591529 -0.435486
internal_weight=0 41 103550 103524 187 161 103337 103280 1453 61 1392 101827 96 101731 139 90 49 57
internal_count=103591 41 103550 103524 187 161 103337 103280 1453 61 1392 101827 96 101731 139 90 49 57
is_linear=0
shrinkage=0.01


Tree=480
num_leaves=20
num_cat=0
split_feature=11 2 22 7 4 5 2 11 8 14 5 2 2 15 26 6 11 4 7
split_gain=178866 866631 132719 107988 143872 425518 182870 108733 96171.3 92495.2 370204 96200.8 171410 78582.2 56990.2 38196 35772.2 10434.7 2828.16
threshold=1092.2834 15.581850000000001 524.87500000000011 783.3660000000001 1085.2750000000003 190.63000000000002 11.223500000000003 204.98000000000005 29.932147000000004 678.01075000000003 26.770100000000003 1439.8675000000001 1070.9310000000003 112.68820050000001 2022.5000000000002 228.79300000000003 1439.8675000000001 1468.3681000000001 1107.8925000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 3 4 9 6 17 8 15 11 13 12 -1 -11 -13 18 -2 -6 -5
right_child=1 -3 -4 7 5 -7 -8 -9 -10 10 -12 14 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0014384188735126835 0.041141200125217436 2.2514736566543578 -0.66631150563557939 -0.29122449961575597 0.53447437377203078 1.6860776948928833 -0.77754690456390385 -0.93811894280569885 0.28457842295510427 -0.29951430962003511 1.0905504389813072 -0.043147010803222655 0.56211504459381101 0.42739530003070836 -0.7271787870341333 -0.71824757885932922 -0.53712585369206001 0.22924154440561931 -0.16468310117721557
leaf_weight=102895 20 20 30 33 21 20 20 21 35 58 38 21 54 20 29 20 23 24 38
leaf_count=102895 20 20 30 33 21 20 20 21 35 58 38 21 54 20 29 20 23 24 38
internal_value=0 0.531721 -0.00127781 -0.00108476 -0.000698961 0.410546 0.0180742 -0.271929 -0.160897 -0.00103796 0.281181 -0.0013558 -0.00114282 -0.113127 -0.439885 -0.332234 -0.268164 0.371684 -0.223498
internal_weight=0 63 103377 103347 103200 85 65 147 126 103115 116 102999 102949 78 50 91 43 45 71
internal_count=103440 63 103377 103347 103200 85 65 147 126 103115 116 102999 102949 78 50 91 43 45 71
is_linear=0
shrinkage=0.01


Tree=481
num_leaves=13
num_cat=2
split_feature=11 2 22 15 15 12 0 25 24 12 1 11
split_gain=175307 849385 130078 106169 160051 175682 112381 102253 791299 190020 72277.7 35060.4
threshold=1092.2834 15.581850000000001 524.87500000000011 1117.4100000000001 694.47569250000004 53.387500000000003 1438.4900000000002 0 1 621.24200000000008 7.8769000000000009 1439.8675000000001
decision_type=2 2 2 2 2 2 2 9 1 2 2 2
left_child=2 11 3 4 6 -6 7 8 -1 -9 -8 -2
right_child=1 -3 -4 -5 5 -7 10 9 -10 -11 -12 -13
leaf_value=0.75180723576029396 0.040729796648025507 2.2289589467048647 -0.65964841206868485 -0.52272988429436318 0.093686993090729961 1.2010060675247856 -0.15709899555553089 -0.0013775373747300648 -0.022767239868960974 -0.34734803456555374 -0.8970708712664518 -0.53175459899332211
leaf_weight=147 20 20 30 39 38 23 33 102058 828 159 22 23
leaf_count=147 20 20 30 39 38 23 33 102058 828 159 22 23
internal_value=0 0.526403 -0.00126503 -0.00107391 -0.000876978 0.511201 -0.00117952 -0.000938661 0.100462 -0.00191551 -0.453088 -0.265483
internal_weight=0 63 103377 103347 103308 61 103247 103192 975 102217 55 43
internal_count=103440 63 103377 103347 103308 61 103247 103192 975 102217 55 43
cat_boundaries=0 5 6
cat_threshold=1073741824 2 4096 131360 262176 72
is_linear=0
shrinkage=0.01


Tree=482
num_leaves=14
num_cat=1
split_feature=22 20 12 12 2 2 0 1 24 22 26 1 22
split_gain=157769 943192 129259 266835 135669 280479 121969 331445 102808 55901.9 53429.2 36853.5 1046.95
threshold=261.87000000000006 10.917500000000002 1392.9450000000004 1078.0535000000002 1439.8675000000001 1070.9310000000003 1438.4900000000002 22.151894000000002 0 524.87500000000011 2022.5000000000002 7.8769000000000009 368.11650000000003
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=2 9 3 4 5 6 8 -8 -1 12 -6 -7 -2
right_child=1 -3 -4 -5 10 11 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.015406106509315653 -0.00038532829284667968 2.2199174502627419 -0.68065206996032179 0.94184936714172363 -0.12313556844537908 0.91347602237354619 0.1507595900928273 -1.4244889146631414 0.0057818297617194736 -0.55518459734709369 -0.76331237959675491 0.40446594200134278 0.093101408585258144
leaf_weight=34312 25 22 28 30 22 33 34 22 68809 23 32 25 23
leaf_count=34312 25 22 28 30 22 33 34 22 68809 23 32 25 23
internal_value=0 0.41076 -0.00130399 -0.00111988 -0.00139376 -0.00113164 -0.00152245 -0.468088 -0.00126908 -0.149825 -0.5025 0.694075 0.0444104
internal_weight=0 93 103347 103319 103289 103235 103177 56 103121 71 54 58 48
internal_count=103440 93 103347 103319 103289 103235 103177 56 103121 71 54 58 48
cat_boundaries=0 1
cat_threshold=2696
is_linear=0
shrinkage=0.01


Tree=483
num_leaves=13
num_cat=1
split_feature=11 2 22 15 15 6 0 24 22 2 1 11
split_gain=171829 832342 128218 103879 156801 223600 108071 94605.9 235325 172554 68217.7 34312.1
threshold=1092.2834 15.581850000000001 524.87500000000011 1117.4100000000001 694.47569250000004 27.203999999999997 1438.4900000000002 0 261.87000000000006 1439.8675000000001 7.8769000000000009 1439.8675000000001
decision_type=2 2 2 2 2 2 2 1 2 2 2 2
left_child=2 11 3 4 6 -6 7 8 -1 -9 -8 -2
right_child=1 -3 -4 -5 5 -7 10 9 -10 -11 -12 -13
leaf_value=-0.015342120376362662 0.04019154250621796 2.2065531432628633 -0.6549003403981527 -0.51705326364590565 0.051268940522120554 1.3120996726642955 -0.15675861647634795 0.0061715287518242139 0.77203499430104305 -0.76536348312065516 -0.87564693841067232 -0.52615036124768466
leaf_weight=34333 20 20 30 39 39 22 33 68792 38 29 22 23
leaf_count=34333 20 20 30 39 39 22 33 68792 38 29 22 23
internal_value=0 0.521166 -0.00124236 -0.00105261 -0.000857814 0.505995 -0.00115727 -0.000921074 -0.0144674 0.00584557 -0.444314 -0.262736
internal_weight=0 63 103377 103347 103308 61 103247 103192 34371 68821 55 43
internal_count=103440 63 103377 103347 103308 61 103247 103192 34371 68821 55 43
cat_boundaries=0 1
cat_threshold=2696
is_linear=0
shrinkage=0.01


Tree=484
num_leaves=19
num_cat=1
split_feature=11 4 22 7 0 4 5 4 9 4 14 5 24 8 6 15 11 7
split_gain=168409 549504 125666 105561 141544 141396 415439 140408 138873 115818 90946.7 362768 91601.3 193939 128834 77317.4 59504 33634.2
threshold=1092.2834 3.2712500000000007 524.87500000000011 783.3660000000001 538.27200000000016 1085.2750000000003 190.63000000000002 393.90000000000003 211.35480500000003 1468.3681000000001 678.01075000000003 26.770100000000003 0 522.5150000000001 877.0150000000001 112.68820050000001 1439.8675000000001 890.55300000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=2 16 3 5 7 10 9 8 17 -7 12 15 13 -1 -14 -12 -2 -5
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 11 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.020802045432738916 0.27793923795223235 1.8853673384189606 -0.64835134251912441 -0.4593415807542347 -1.0507651000022888 0.48954303840111046 1.6673648567199706 0.62339345264434809 -1.0184880383809407 -0.35962584522035385 -0.29635910938526022 1.0800495895586517 0.0024818570306688668 -0.72678567503125235 0.35636255919354631 0.42467693471908569 -0.46787091789038288 0.00099303333575908952
leaf_weight=17126 20 20 30 21 20 29 20 20 21 36 58 38 85731 39 103 20 23 65
leaf_count=17126 20 20 30 21 20 29 20 20 21 36 58 38 85731 39 103 20 23 65
internal_value=0 0.515954 -0.00122993 -0.00104208 -0.268825 -0.000660649 0.40703 -0.145685 -0.289438 0.0192341 -0.000996717 0.27885 -0.00131189 -0.022393 0.00290617 -0.111478 -0.120982 -0.111414
internal_weight=0 63 103377 103347 147 103200 85 127 107 65 103115 116 102999 17165 85834 78 43 86
internal_count=103440 63 103377 103347 147 103200 85 127 107 65 103115 116 102999 17165 85834 78 43 86
cat_boundaries=0 1
cat_threshold=136
is_linear=0
shrinkage=0.01


Tree=485
num_leaves=28
num_cat=3
split_feature=19 2 12 4 0 0 0 24 0 4 6 1 18 2 3 5 1 2 1 25 24 1 11 2 5 4 26
split_gain=219848 233308 1.68249e+06 600869 403617 183654 226246 372500 386709 359615 184170 288219 160929 233294 179386 172595 160799 159427 135010 130345 1.0616e+06 158844 117383 184532 103082 92018.3 18135.7
threshold=958.81500000000017 883.10000000000014 111.41875 266.29450000000003 131.25500000000002 468.98000000000008 354.51980000000003 0 438.42500000000007 87.012500000000017 37.137966000000006 315.7462000000001 292.29400000000004 512.13625000000013 126.29875000000003 343.26000000000005 9.2110000000000021 1439.8675000000001 335.00670000000008 1 2 413.70875000000007 675.38900000000001 93.632500000000007 678.89998000000014 39.752000000000002 2022.5000000000002
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2
left_child=1 5 3 4 16 6 19 8 9 -8 11 -9 13 14 18 -16 17 -3 -7 20 26 -22 24 -24 -21 -12 -1
right_child=-2 2 -4 -5 -6 12 7 10 -10 -11 25 -13 -14 -15 15 -17 -18 -19 -20 22 21 -23 23 -25 -26 -27 -28
leaf_value=0.92039824690870065 -0.91959349778982313 0.57103337452146741 3.0947133626937866 -1.6111293840408325 1.4208678015073142 -0.25477721272172726 0.12334276050329208 -0.0017098175134873928 2.0414061889648436 1.6314373556772868 -0.10776829991651619 1.2858459715843202 -1.0456661178952171 0.60105292621411777 -0.047171955719972271 0.99410097789764407 -0.71897299232482914 -0.42495417695045468 -0.91678099267623003 -0.00081397813735873141 -0.011995258237538713 -0.79055752224392362 -0.11604341307452277 -1.1257027078711468 -0.25889614495923441 -1.0022846086128898 0.72182822437076777
leaf_weight=93 26 45 20 20 24 328 64 133 20 21 23 20 21 38 78 20 25 25 34 101040 890 27 85 23 155 23 91
leaf_count=93 26 45 20 20 24 328 64 133 20 21 23 20 21 38 78 20 25 25 34 101040 890 27 85 23 155 23 91
internal_value=0 7.05317e-05 0.382835 -0.00736286 0.262178 -0.000519039 0.000429129 0.272831 0.721585 0.495931 -0.000199537 0.166598 -0.188158 -0.151998 -0.214206 0.165333 -0.030544 0.215324 -0.316954 -0.000379531 0.107347 -0.0345424 -0.00156079 -0.331063 -0.00120928 -0.555026 0.779811
internal_weight=0 103386 159 139 119 103227 102708 304 105 85 199 153 519 498 460 98 95 70 362 102404 1101 917 101303 108 101195 46 184
internal_count=103412 103386 159 139 119 103227 102708 304 105 85 199 153 519 498 460 98 95 70 362 102404 1101 917 101303 108 101195 46 184
cat_boundaries=0 1 6 7
cat_threshold=2584 256 536870912 4096 4358144 262176 66
is_linear=0
shrinkage=0.01


Tree=486
num_leaves=8
num_cat=0
split_feature=22 19 6 12 12 8 5
split_gain=273055 215330 165188 127697 512783 90474.3 75081.7
threshold=521.77697000000012 958.81500000000017 1424.6500000000003 1392.9450000000004 1078.0535000000002 1468.3681000000001 779.2410000000001
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=3.0566012933985959e-05 0.8705997636583116 -0.91039756958301254 -0.59294233251125261 -0.65229357042908676 1.3074285462697348 0.53148909389972687 -0.20847054453943506
leaf_weight=103038 36 26 47 30 30 32 173
leaf_count=103038 36 26 47 30 30 32 173
internal_value=0 -0.000462321 -0.000233406 3.62599e-05 0.000225757 -0.000154086 -0.000318919
internal_weight=0 103376 103350 103303 103273 103243 103211
internal_count=103412 103376 103350 103303 103273 103243 103211
is_linear=0
shrinkage=0.01


Tree=487
num_leaves=13
num_cat=0
split_feature=11 19 6 0 13 2 4 13 0 5 2 2
split_gain=218840 211075 161937 136377 227189 634540 682396 268891 211421 156349 129478 165307
threshold=1439.8675000000001 958.81500000000017 1424.6500000000003 468.98000000000008 326.59750000000003 512.13625000000013 4.5710000000000006 53.557967000000005 438.42500000000007 11.836000000000002 1439.8675000000001 1070.9310000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 7 -7 -5 10 -10 11 -1
right_child=-2 -3 -4 4 -6 6 -8 -9 9 -11 -12 -13
leaf_value=0.0005002610419408231 0.90001255132533886 -0.901293590252216 -0.58701290120469762 -0.28757586657956175 -0.9269472381803725 2.3922383117675783 0.023007272289645289 0.76067682229555578 0.9456968612787201 -0.084407605295595919 -0.59904563930299548 0.58146641069529015
leaf_weight=102634 27 26 47 416 36 20 31 26 41 23 36 49
leaf_count=102634 27 26 47 416 36 20 31 26 41 23 36 49
internal_value=0 -0.000392582 -0.00016596 0.000101016 -0.160049 -0.104049 0.952117 -0.225914 0.000925272 0.575503 0.000567276 0.000777496
internal_weight=0 103385 103359 103312 529 493 51 442 102783 64 102719 102683
internal_count=103412 103385 103359 103312 529 493 51 442 102783 64 102719 102683
is_linear=0
shrinkage=0.01


Tree=488
num_leaves=14
num_cat=1
split_feature=22 19 6 0 13 2 4 13 0 26 25 13 10
split_gain=267462 206843 158677 134802 223982 608226 681115 262811 207258 501840 128074 298469 154658
threshold=521.77697000000012 958.81500000000017 1424.6500000000003 468.98000000000008 326.59750000000003 512.13625000000013 4.5710000000000006 53.557967000000005 438.42500000000007 2022.5000000000002 0 278.25000000000006 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=1 2 3 8 5 7 -7 -5 10 -10 11 -1 -12
right_child=-2 -3 -4 4 -6 6 -8 -9 9 -11 12 -13 -14
leaf_value=0.038130052096676859 0.86163891553878791 -0.89228066554436314 -0.58114277778787815 -0.28311739951621689 -0.90914506706031595 2.3683159809112548 0.015858472883701326 0.75307003919894888 1.6063495579472296 -0.18669091862601203 -0.0024827028243049865 0.74695096117258075 0.85578702472505119
leaf_weight=5994 36 26 47 418 37 20 32 26 27 37 96631 60 21
leaf_count=5994 36 26 47 418 37 20 32 26 27 37 96631 60 21
internal_value=0 -0.000456033 -0.000231675 3.26235e-05 -0.158589 -0.1026 0.92065 -0.22244 0.000855288 0.569748 0.000500789 0.0450806 -0.00229599
internal_weight=0 103376 103350 103303 533 496 52 444 102770 64 102706 6054 96652
internal_count=103412 103376 103350 103303 533 496 52 444 102770 64 102706 6054 96652
cat_boundaries=0 6
cat_threshold=256 537018496 69640 71467274 1074528288 1024
is_linear=0
shrinkage=0.01


Tree=489
num_leaves=22
num_cat=1
split_feature=19 2 12 4 0 0 0 4 6 9 12 12 2 1 2 0 3 25 10 9 9
split_gain=202864 227451 1.65359e+06 584130 389768 173016 217720 281499 287142 166255 208116 302834 255993 158292 153346 150564 128267 127049 86513.3 78373.8 41783.1
threshold=958.81500000000017 883.10000000000014 111.41875 266.29450000000003 131.25500000000002 468.98000000000008 354.51980000000003 371.41875000000005 8.0827500000000025 677.44800000000009 422.87500000000006 181.65750000000006 542.8678000000001 9.2110000000000021 1439.8675000000001 438.42500000000007 1449.0631000000001 0 1098.7459000000001 23.808000000000003 74.271250000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2
left_child=1 5 3 4 13 6 16 8 15 10 11 12 -7 14 -3 -8 17 19 -19 -1 -10
right_child=-2 2 -4 -5 -6 9 7 -9 20 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.20545176595004638 -0.88335784215193525 0.56207119331094957 3.0664831838607789 -1.5901041364669801 1.3955634633700051 -0.25842427834488124 0.2145449266263417 1.2841878231048585 -0.23653672398461237 0.71136456871032727 0.78096625804901121 -1.3549990661938986 0.80272305409113576 -0.71377196197509762 -0.41473621778488162 0.86024959356888486 0.54566237383110572 -0.0015508590746323714 0.40644018943493182 -0.42120971770513627 -0.78586972671747202
leaf_weight=402 26 45 20 20 24 431 168 25 45 20 20 24 24 25 25 46 43 101886 52 21 20
leaf_count=402 26 45 20 20 24 431 168 25 45 20 20 24 24 25 25 46 43 101886 52 21 20
internal_value=0 6.77525e-05 0.377998 -0.00883497 0.256925 -0.000514371 0.000405927 0.267626 0.176536 -0.182638 -0.218469 -0.260199 -0.202452 -0.0307316 0.213211 0.353341 -0.000387351 -0.000616736 -0.00134261 0.170315 -0.405562
internal_weight=0 103386 159 139 119 103227 102708 304 279 519 499 479 455 95 70 214 102404 102361 101938 423 65
internal_count=103412 103386 159 139 119 103227 102708 304 279 519 499 479 455 95 70 214 102404 102361 101938 423 65
cat_boundaries=0 5
cat_threshold=0 536870912 4096 131072 32
is_linear=0
shrinkage=0.01


Tree=490
num_leaves=26
num_cat=4
split_feature=18 22 1 25 24 7 25 4 5 13 4 4 3 4 2 1 15 8 25 5 15 2 4 15 18
split_gain=196422 274454 235614 181150 166321 154211 338890 801602 355531 228122 335680 253086 125119 96991.5 91300 171193 67105.8 84019.2 63784.7 62543.8 57485.5 36083 15880.6 13910 3568.96
threshold=524.50200000000007 521.77697000000012 159.97720000000004 0 1 138.14056700000003 2 521.79500000000019 421.77600000000007 257.16300000000007 343.82250000000005 137.69150000000005 315.53370000000007 130.27000000000001 1070.9310000000003 169.65250000000003 694.47569250000004 617.48075000000006 3 27.603720000000003 1117.4100000000001 1439.8675000000001 422.73350000000011 23.177000000000003 819.02500000000009
decision_type=2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 3 19 4 -1 14 7 8 -7 11 -11 -8 13 18 16 21 17 -5 -6 23 -18 -16 -15 24 -2
right_child=2 -3 -4 5 12 6 9 -9 -10 10 -12 -13 -14 22 15 -17 20 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.23341015214995137 -0.16627307075720565 0.87117422872119477 -1.3738417511894592 -0.0017881587435906821 -0.058247142754583731 0.33178952945130213 -0.016274046033769106 2.2140945581956344 -0.92804771512746809 -0.07028198206486802 -1.4306289350069485 0.35680164540136183 -0.79951826029810402 -0.41531897125244144 -0.93218666248321547 0.41081786382766 0.55394564077258113 -0.25815487615764143 -0.21112190475523995 0.29434465038776397 -0.065115388296544549 -0.40950121854032789 -0.78833966845557801 -0.55405783426193966 -0.33196426327411943
leaf_weight=117 26 36 21 100140 747 336 1005 22 24 60 26 222 29 25 25 21 40 128 446 20 24 28 21 21 26
leaf_count=117 26 36 21 100140 747 336 1005 22 24 60 26 222 29 25 25 21 40 128 446 20 24 28 21 21 26
internal_value=0 -0.00181394 -0.417133 -0.00211763 -0.115302 -0.000570938 0.0940174 0.351832 0.2478 0.0162066 -0.48155 0.0512262 -0.149052 -0.13503 -0.00216778 -0.353291 -0.00190881 -0.00211543 -0.117657 -0.201102 0.321798 -0.656051 -0.585611 -0.336841 -0.249119
internal_weight=0 103522 114 103486 1385 102101 1695 382 360 1313 86 1227 1268 1239 100406 74 100332 100268 1193 93 64 53 46 73 52
internal_count=103636 103522 114 103486 1385 102101 1695 382 360 1313 86 1227 1268 1239 100406 74 100332 100268 1193 93 64 53 46 73 52
cat_boundaries=0 6 7 12 18
cat_threshold=0 0 0 135430408 278562 1024 4 1049600 147456 520 0 8196 0 0 0 135299072 16386 1024
is_linear=0
shrinkage=0.01


Tree=491
num_leaves=24
num_cat=5
split_feature=18 22 1 25 6 25 8 24 10 5 4 24 3 0 3 12 4 26 25 5 4 9 18
split_gain=192513 268993 230925 177553 165122 759303 1.80866e+06 448692 560925 423249 340867 163191 122621 95285.6 169310 123068 95052.1 67004 62547.6 61299.1 15564.6 10228.5 3162.74
threshold=524.50200000000007 521.77697000000012 159.97720000000004 0 222.67000000000004 1 190.60000000000002 2 177.46054150000003 370.38000000000005 2.3292500000000005 3 315.53370000000007 1438.4900000000002 1449.0631000000001 522.5150000000001 130.27000000000001 2022.5000000000002 4 27.603720000000003 422.73350000000011 11.368000000000002 686.30475000000013
decision_type=2 2 2 9 2 9 2 1 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2
left_child=1 3 19 11 13 6 10 8 -7 -9 -6 17 16 14 15 -5 18 -1 -13 21 -18 22 -2
right_child=2 -3 -4 4 5 7 -8 9 -10 -11 -12 12 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.0055007549649790715 -0.16152976155281068 0.86246248722076413 -1.3601033346993583 -0.0014035036406539834 0.89246399091637663 0.16828548250612149 3.3036688764572144 -0.018811921768245244 1.3729382734195046 -0.7482186734417211 -0.31217433959245683 -0.057672365283399155 -0.79152307345949369 0.468753380886344 -0.72935695230960851 -0.27228537366415068 -0.4111657794952393 0.48427428595225019 -0.20905698780689325 0.29140119290351868 -0.78045628138950895 -0.52616576302051543 -0.32089638991789388
leaf_weight=57 20 36 21 100771 46 242 25 588 46 92 48 747 29 43 32 168 25 60 446 20 21 20 33
leaf_count=57 20 36 21 100771 46 242 25 588 46 92 48 747 29 43 32 168 25 60 446 20 21 20 33
internal_value=0 -0.00179583 -0.412962 -0.00209649 -0.000565228 0.122027 0.842331 0.0245222 0.348591 -0.115794 0.27733 -0.114151 -0.147583 -0.00188449 -0.00208491 -0.00185435 -0.133702 0.23126 -0.116503 -0.199091 -0.579755 -0.333472 -0.260758
internal_weight=0 103522 114 103486 102101 1087 119 968 288 680 94 1385 1268 101014 100971 100939 1239 117 1193 93 46 73 53
internal_count=103636 103522 114 103486 102101 1087 119 968 288 680 94 1385 1268 101014 100971 100939 1239 117 1193 93 46 73 53
cat_boundaries=0 6 11 12 13 19
cat_threshold=0 0 0 135430408 278562 1024 0 0 512 0 8192 1059 4 0 0 0 135299072 16386 1024
is_linear=0
shrinkage=0.01


Tree=492
num_leaves=15
num_cat=0
split_feature=18 22 6 4 0 4 3 2 0 7 3 26 18 18
split_gain=188682 263640 203410 158645 307147 246359 263853 161988 185542 62147.7 49186.8 41928.9 14050.7 1991.7
threshold=524.50200000000007 521.77697000000012 183.56850000000003 1468.3681000000001 1438.4900000000002 1085.2750000000003 53.872267500000007 1070.9310000000003 438.42500000000007 4.4150000000000009 10.852000000000002 2022.5000000000002 925.3130000000001 686.30475000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 7 -7 8 -1 -9 12 -6 13 -2
right_child=2 -3 -4 -5 11 6 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0011819466130208202 -0.12862227325439454 0.85383785327275596 -1.2977582123166038 -0.58292854998974097 0.46992155710856121 0.035332899856567387 1.5558118411472865 -0.5436280637038382 -0.19001280639071311 0.082879451274871827 -0.63393979753766749 1.0443745983971491 0.1019067590053265 -0.26072485583169119
leaf_weight=102723 25 36 21 47 24 25 21 76 523 20 21 27 26 21
leaf_count=102723 25 36 21 47 24 25 21 76 523 20 21 27 26 21
internal_value=0 -0.00177813 -0.408832 -0.00207578 -0.00181185 -0.00219457 0.729465 -0.00252025 -0.00213848 -0.413106 -0.208107 0.774044 -0.0839056 -0.18893
internal_weight=0 103522 114 103486 103439 103388 46 103342 103246 96 93 51 72 46
internal_count=103636 103522 114 103486 103439 103388 46 103342 103246 96 93 51 72 46
is_linear=0
shrinkage=0.01


Tree=493
num_leaves=24
num_cat=7
split_feature=18 22 1 25 6 25 8 24 10 5 2 9 3 11 25 15 8 25 24 5 24 15 18
split_gain=184927 258394 223757 174023 162096 743589 1.77107e+06 439943 549916 414670 367697 161423 113315 101391 91728.5 88787.3 215011 186511 72155.9 60722.8 15799 13483.4 3458.53
threshold=524.50200000000007 521.77697000000012 159.97720000000004 0 222.67000000000004 1 190.60000000000002 2 177.46054150000003 370.38000000000005 101.31180000000002 198.66500000000005 315.53370000000007 1439.8675000000001 3 121.015 796.15000000000009 4 5 27.603720000000003 6 23.177000000000003 819.02500000000009
decision_type=2 2 2 9 2 9 2 1 2 2 2 2 2 2 9 2 2 9 1 2 1 2 2
left_child=1 3 19 11 13 6 10 8 -7 -9 -6 12 14 15 20 16 -5 -17 -16 21 -1 22 -2
right_child=2 -3 -4 4 5 7 -8 9 -10 -11 -12 -13 -14 -15 18 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.35594683329264321 -0.16004619314120366 0.84529949638578628 -1.3370704877944222 -0.0021378039126456554 -0.15355061948299409 0.16680210431252629 3.2693816325962541 -0.018516797499389063 1.3595751729737158 -0.7404939481745596 1.1881589314142864 0.77807839584350591 -0.75647353172302245 -0.71378285998106006 0.13409944372872512 0.33073413180968453 -0.48579357738080237 0.0066242751907442266 -0.095700924942761126 0.29396249496936799 -0.18114430531259662 -0.54182671387990322 -0.32315387395712042
leaf_weight=110 26 36 21 100026 64 242 25 588 46 92 30 20 28 20 158 238 92 638 756 20 313 21 26
leaf_count=110 26 36 21 100026 64 242 25 588 46 92 30 20 28 20 158 238 92 638 756 20 313 21 26
internal_value=0 -0.00176035 -0.404744 -0.00205502 -0.000539068 0.120925 0.833737 0.0244307 0.345324 -0.114512 0.274655 -0.11299 -0.126874 -0.00184618 -0.113688 -0.00170519 -0.00258224 0.0985326 -0.0549548 -0.194218 -0.233772 -0.327967 -0.2416
internal_weight=0 103522 114 103486 102101 1087 119 968 288 680 94 1385 1365 101014 1337 100994 100118 876 914 93 423 73 52
internal_count=103636 103522 114 103486 102101 1087 119 968 288 680 94 1385 1365 101014 1337 100994 100118 876 914 93 423 73 52
cat_boundaries=0 6 11 12 17 23 24 25
cat_threshold=0 0 0 135430408 278562 1024 0 0 512 0 8192 1059 0 0 0 131336 262144 50176 0 65536 0 0 4352 2052 76
is_linear=0
shrinkage=0.01


Tree=494
num_leaves=26
num_cat=3
split_feature=11 7 18 1 25 0 6 8 12 5 7 25 6 12 1 25 1 5 5 8 1 15 26 1 18
split_gain=185201 295881 173201 222659 161112 150107 418198 327501 183652 406950 156243 237561 150858 149988 107589 87793.3 65752.8 58175.6 57198.6 32914.3 15826.4 14782.9 12432.9 9969.71 3068.94
threshold=1092.2834 16.667000000000005 524.50200000000007 159.97720000000004 0 883.10000000000014 288.21750000000009 4.4150000000000009 564.6037500000001 370.38000000000005 138.14056700000003 1 1424.6500000000003 152.94900000000004 13.903 2 65.579000000000022 43.774612500000011 27.603720000000003 111.70815 5.423635 23.177000000000003 2022.5000000000002 218.24100000000001 925.3130000000001
decision_type=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
left_child=2 -2 4 18 13 8 7 14 10 17 12 -12 -6 15 -7 16 19 -10 21 -1 22 24 -17 -18 -4
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 11 -13 -14 -15 -16 20 23 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.055195627125104271 0.062237395564230476 1.545835471391678 -0.16174552048406296 -1.3236997459048316 -0.0023834052886028893 0.49040247724297348 1.6562444491386412 -1.0744128694534303 -0.03721102781701556 -1.5641380782749343 0.32840809067775462 0.03294638555364502 0.7905386122067769 0.72322526250566754 -0.15747592131296792 -0.2922561351498168 -0.30434083710546078 -0.5166666217893362 0.29102288734912873 0.35585175657272339 -0.52380026817321779 -0.54483485531806952 -0.18181874514766858 -0.60961953878402708 -0.32063069176673892
leaf_weight=750 41 20 31 21 100214 89 20 20 121 23 338 1284 24 21 36 199 23 32 20 20 20 20 209 20 20
leaf_count=750 41 20 31 21 100214 89 20 20 121 23 338 1284 24 21 36 199 23 32 20 20 20 20 209 20 20
internal_value=0 0.548663 -0.00250617 -0.395542 -0.00208071 -0.000688348 0.300687 0.113713 -0.00117576 -0.323926 -0.000618094 0.0967439 -0.00219356 -0.11393 0.303813 -0.129015 -0.064972 -0.137489 -0.181351 -0.0445191 -0.243459 -0.314414 -0.235684 -0.446331 -0.224053
internal_weight=0 61 103575 112 103463 102201 165 145 102036 176 101860 1622 100238 1262 125 1241 813 153 91 770 428 71 408 43 51
internal_count=103636 61 103575 112 103463 102201 165 145 102036 176 101860 1622 100238 1262 125 1241 813 153 91 770 428 71 408 43 51
cat_boundaries=0 6 11 17
cat_threshold=0 0 0 135430408 278528 1024 1049600 16384 520 0 8196 0 0 0 135299072 16384 1024
is_linear=0
shrinkage=0.01


Tree=495
num_leaves=21
num_cat=2
split_feature=11 4 5 11 8 9 2 25 2 2 1 5 6 24 1 9 5 2 4 26
split_gain=212336 149658 270700 155161 346445 160823 152566 99290.2 236742 186117 579798 251346 105213 401483 1.08434e+06 173629 128685 88157.8 24319.6 3362.53
threshold=1439.8675000000001 1085.2750000000003 275.17750000000007 798.75000000000011 180.80750000000003 2.5179999999999954 4.402000000000001 0 1439.8675000000001 364.96250000000003 10.061400000000001 552.55750000000012 228.79300000000003 1 242.38250000000002 319.79062500000009 779.2410000000001 749.57248000000016 1468.3681000000001 2022.5000000000002
decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 3 6 7 5 -5 18 8 9 11 -11 -1 16 14 -14 -15 17 -9 -3 -18
right_child=-2 2 -4 4 -6 -7 -8 12 -10 10 -12 -13 13 15 -16 -17 19 -19 -20 -21
leaf_value=0.013873079772107699 0.84240057651201883 0.63774866065979008 1.3985634104410807 -0.33555580145314984 -1.3375521285193306 0.73856309866905212 -0.56423850018045185 -0.005425671338135615 -0.88449278239546147 0.66184133403821488 -0.14454002862391266 0.45646032544069515 0.21793306050042216 -0.048948181335336606 2.4250843875885013 -1.0144600563049315 -0.37985760280064179 0.34224805835175193 0.20864047016416276 -0.53908188660939538
leaf_weight=24134 30 25 21 46 28 20 23 78068 29 173 184 129 203 271 25 20 21 73 28 36
leaf_count=24134 30 25 21 46 28 20 23 78068 29 173 184 129 203 271 25 20 21 73 28 36
internal_value=0 0.000978723 0.393588 0.000610628 -0.405487 -0.0100652 0.115897 0.000979929 0.0184902 0.0195613 0.246227 0.0162262 -0.00450491 0.137405 0.44062 -0.111476 -0.00544734 -0.00510087 0.41105 -0.48042
internal_weight=0 103557 97 103460 94 66 76 103366 24649 24620 357 24263 78717 519 228 291 78198 78141 53 57
internal_count=103587 103557 97 103460 94 66 76 103366 24649 24620 357 24263 78717 519 228 291 78198 78141 53 57
cat_boundaries=0 6 7
cat_threshold=1073791488 537034882 269029616 1277992 1946427424 8448 3174
is_linear=0
shrinkage=0.01


Tree=496
num_leaves=15
num_cat=1
split_feature=11 22 4 0 1 2 11 7 25 4 1 3 11 4
split_gain=208110 156900 170664 329690 110319 121982 97507.4 221926 102438 224282 133517 74484 9055.52 5600
threshold=1439.8675000000001 524.87500000000011 1085.2750000000003 112.50100000000002 1439.8675000000001 10.852000000000002 798.75000000000011 37.220000000000006 0 891.77550000000008 1070.9310000000003 130.27000000000001 1092.2834 1468.3681000000001
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=1 2 4 11 6 -6 8 12 9 -1 -10 13 -8 -4
right_child=-2 -3 3 -5 5 -7 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.02092317242303059 0.83397651743888856 -0.64148305391010485 0.19680829401369448 1.4979601547934791 -0.041670210130753053 -1.0028383445739746 -0.052635114635481983 -0.98030106703440356 -0.0042291153528809765 -0.87460670011384156 0.81293029761314384 -0.41853120613098144 0.20584654018930768 0.40242744739239028
leaf_weight=23174 30 38 27 22 31 23 33 33 80059 28 20 20 23 26
leaf_count=23174 30 38 27 22 31 23 33 33 80059 28 20 20 23 26
internal_value=0 0.000968936 0.00120477 0.424857 0.000815623 -0.451057 0.00105168 -0.329803 0.00133678 0.0198339 -0.00402452 0.101456 0.053527 0.297678
internal_weight=0 103557 103519 95 103424 54 103370 89 103281 23202 80079 73 56 53
internal_count=103587 103557 103519 95 103424 54 103370 89 103281 23202 80079 73 56 53
cat_boundaries=0 6
cat_threshold=1073791488 537034882 805900496 1277992 1946427424 8448
is_linear=0
shrinkage=0.01


Tree=497
num_leaves=27
num_cat=1
split_feature=2 7 26 0 22 2 1 1 8 0 25 2 9 0 8 8 13 17 15 14 0 26 1 1 26 9
split_gain=140080 1.32012e+06 313654 173872 146891 136857 249121 105495 224977 237188 119518 174139 460011 515009 208860 132259 124252 136555 174764 124462 117604 99387.4 93603.6 5200.85 4427.94 3424.99
threshold=883.10000000000014 329.28675000000004 2022.5000000000002 5.0070000000000006 524.87500000000011 1439.8675000000001 55.204000000000015 884.13250000000005 185.57600000000005 54.946000000000005 0 364.96250000000003 2.2140000000000009 10.847970000000002 1117.4100000000001 796.15000000000009 522.5150000000001 527.79000000000008 5.8604000000000012 172.50050000000002 468.98000000000008 2022.5000000000002 273.76200000000006 1070.9310000000003 2022.5000000000002 44.929500000000004
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
left_child=4 2 5 -4 7 6 -2 10 9 23 11 14 13 -13 15 -1 17 20 -19 25 -12 -11 -14 -9 -25 -18
right_child=1 -3 3 -5 -6 -7 -8 8 -10 21 16 12 22 -15 -16 -17 19 18 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.018919682122085509 1.4230004924774169 2.573463915044611 -0.19421675664407237 -1.2488793468475341 -0.62923989347509435 -0.17068345088958739 -0.054420424870082307 -0.27706751187642414 -1.0350109564463297 0.96565950020499858 -0.0034804618773985976 0.12748718473646375 -0.089648440967906598 1.1978470348332027 0.81398711695815584 -0.54279219491141184 -0.17310049701959659 0.019454674039568222 1.2433748779296874 -0.91554213490979419 -0.23344219032691732 0.045750053326288863 -0.80706235508764945 -0.52079320023136755 -0.34562619456538451 -0.014697448181964102
leaf_weight=21415 25 22 54 22 37 25 21 30 30 23 81101 117 44 73 33 42 39 28 20 29 223 24 31 31 27 21
leaf_count=21415 25 22 54 22 37 25 21 30 30 23 81101 117 44 73 33 42 39 28 20 29 223 24 31 31 27 21
internal_value=0 0.288865 -0.0530473 -0.499514 0.000727992 0.424861 0.748526 0.000953457 -0.251701 -0.0776322 0.00135735 0.0221743 0.276964 0.538731 0.0190428 0.0178202 -0.00420425 -0.00379632 0.529421 -0.377644 -0.00411104 0.495919 -0.38618 -0.38396 -0.43925 -0.117659
internal_weight=0 169 147 76 103418 71 46 103381 165 135 103216 21755 265 190 21490 21457 81461 81372 48 89 81324 47 75 88 58 60
internal_count=103587 169 147 76 103418 71 46 103381 165 135 103216 21755 265 190 21490 21457 81461 81372 48 89 81324 47 75 88 58 60
cat_boundaries=0 6
cat_threshold=1077985792 537034754 268964048 3375144 1946427440 8448
is_linear=0
shrinkage=0.01


Tree=498
num_leaves=15
num_cat=1
split_feature=11 22 4 0 1 11 5 9 25 4 10 3 26 4
split_gain=203946 150803 166789 321868 106556 95692.7 258920 201610 99544.1 171824 161598 72923.3 71894.4 5467.59
threshold=1439.8675000000001 524.87500000000011 1085.2750000000003 112.50100000000002 1439.8675000000001 798.75000000000011 45.051000000000009 2.5179999999999954 0 891.77550000000008 485.19100000000009 130.27000000000001 2022.5000000000002 1468.3681000000001
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=1 2 4 11 5 8 7 -7 9 -1 -10 13 -6 -4
right_child=-2 -3 3 -5 12 6 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.019825960521557339 0.82557929794490337 -0.62889649290787542 0.19493711047702367 1.4802887552434749 -0.019691774119501529 -0.37549858088823074 -1.2680036155693233 0.82325369834899909 -0.004755317774390669 -0.71342044785618786 0.35365543868806626 -0.41405898761749271 -0.75759558231599866 0.3981107700788058
leaf_weight=24562 30 38 27 22 23 47 22 20 78561 32 126 20 31 26
leaf_count=24562 30 38 27 22 23 47 22 20 78561 32 126 20 31 26
internal_value=0 0.000947279 0.00117848 0.419993 0.000793781 0.00102578 -0.326735 -0.0176621 0.00130822 0.0188642 -0.00418087 0.100452 -0.443303 0.294607
internal_weight=0 103557 103519 95 103424 103370 89 67 103281 24594 78687 73 54 53
internal_count=103587 103557 103519 95 103424 103370 89 67 103281 24594 78687 73 54 53
cat_boundaries=0 6
cat_threshold=1073791488 537034882 269029616 1277992 1946427424 8448
is_linear=0
shrinkage=0.01


Tree=499
num_leaves=14
num_cat=0
split_feature=4 0 2 22 1 2 12 12 26 6 6 4 4
split_gain=196357 1.06577e+06 207645 124361 100069 124496 96698.1 95857.3 89548.3 358364 214645 56615.5 14010.8
threshold=891.77550000000008 538.27200000000016 49.990000000000009 524.87500000000011 1439.8675000000001 10.852000000000002 1392.9450000000004 1078.0535000000002 2022.5000000000002 877.0150000000001 606.07650000000001 1468.3681000000001 1085.2750000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 6 -6 7 8 9 -1 -10 12 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 10 -11 -12 -13 -14
leaf_value=0.0096721947603212073 -0.066956575467036331 2.5117478141784666 -0.58975687880265082 -0.58699602550930452 -0.034993384268976031 -1.0322075096766155 -0.56658096609699227 0.62038167572021485 -0.0070764345242059516 0.95656380188465118 -0.37277645127003239 0.62863779067993164 0.24141960284289191
leaf_weight=51580 26 20 38 36 31 21 30 25 51513 40 161 32 34
leaf_count=51580 26 20 38 36 31 21 30 25 51513 40 161 32 34
internal_value=0 0.36272 0.0321003 0.000649942 0.000854537 -0.437714 0.0010752 0.00124003 0.00109018 0.0104059 -0.00821584 0.288954 0.10779
internal_weight=0 150 130 103437 103401 52 103349 103319 103294 51620 51674 92 60
internal_count=103587 150 130 103437 103401 52 103349 103319 103294 51620 51674 92 60
is_linear=0
shrinkage=0.01


Tree=500
num_leaves=21
num_cat=5
split_feature=11 16 3 26 25 24 25 8 25 25 2 10 5 26 9 2 5 26 2 3
split_gain=185306 128248 159176 207753 139191 245356 590221 246192 206194 148610 146487 208882 623988 123922 92733.4 86545.9 35131.4 16141.1 15620.2 77.4663
threshold=1439.8675000000001 1107.6734000000001 1077.3535000000002 2022.5000000000002 0 1 2 617.48075000000006 3 4 883.10000000000014 522.5150000000001 220.56900000000005 2022.5000000000002 35.225292000000003 55.44250000000001 23.105000000000004 2022.5000000000002 1439.8675000000001 1449.0631000000001
decision_type=2 2 2 2 9 1 9 2 9 9 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 15 5 6 17 -8 13 -10 11 14 -13 -7 -6 -4 18 -1 -12 -5
right_child=-2 -3 3 19 10 8 7 -9 9 -11 16 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.71338529586791999 0.81470498168042726 0.58971469209000871 -0.3283766355968657 -0.79679637636457179 -0.0047498473088252594 0.67404216321309407 0.07403024995963528 1.0712442122459411 -0.19680655081193524 0.0099755449703489187 -0.63979161843657495 0.092104594647884369 2.0270280256271365 0.10293116371352952 0.051217938083668674 0.57950346992129365 -0.054307778835296631 0.94072049516146294 -0.30274299526214599 -0.82053615993923612
leaf_weight=64 28 37 21 28 89278 75 2547 25 354 7682 44 100 20 77 3062 21 20 61 20 27
leaf_count=64 28 37 21 28 89278 75 2547 25 354 7682 44 100 20 77 3062 21 20 61 20 27
internal_value=0 0.00107963 0.000869255 -0.404032 0.00124899 0.0350574 0.117612 0.083399 0.00775472 0.000633148 -0.00273104 -0.00235211 0.414592 0.360981 -0.00289395 0.125563 -0.420141 0.763264 -0.534464 -0.80845
internal_weight=0 103563 103526 97 103429 10885 2697 2572 8188 8036 92544 92460 120 152 92340 42 84 125 64 55
internal_count=103591 103563 103526 97 103429 10885 2697 2572 8188 8036 92544 92460 120 152 92340 42 84 125 64 55
cat_boundaries=0 5 6 10 15 19
cat_threshold=9470208 541081602 590018 37917482 1610612784 19 0 536870912 0 2 0 0 0 131072 32 0 536870912 0 10
is_linear=0
shrinkage=0.01


Tree=501
num_leaves=29
num_cat=3
split_feature=0 11 13 25 11 10 16 13 24 14 0 11 19 1 1 4 7 7 5 8 10 14 25 13 0 5 4 10
split_gain=311668 1.33769e+06 353536 355541 360446 514603 432629 362202 249237 241572 187128 174431 158288 132626 135380 97026.4 95500 182707 103638 348403 251125 152365 133388 101753 79167.8 35121.4 19152 14716.2
threshold=262.14225000000005 620.32400000000007 383.61250000000007 0 11.327 198.96750000000003 36.750750000000004 166.33925000000002 1 237.24250000000004 883.10000000000014 4.0269500000000003 958.81500000000017 285.35875000000004 4.0535910000000008 160.239 615.99125000000015 552.55750000000012 64.594250000000002 551.49600000000009 796.68750000000011 1092.2134000000003 2 149.16120000000004 86.604000000000028 54.009400000000007 42.924500000000009 16.196000000000002
decision_type=2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=12 2 3 4 5 6 -2 15 10 -4 11 -5 16 14 -10 -6 17 18 21 20 -20 22 -1 24 25 27 -27 -18
right_child=1 -3 9 8 7 -7 -8 -9 13 -11 -12 -13 -14 -15 -16 -17 23 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.12958991302172446 0.26880287445161449 2.1453874975262268 -0.043744894961516068 -0.038332962236906354 -0.74690807128774706 1.9323944446018764 1.5460203899656022 0.98376923489570622 -0.27645494999784104 -1.4779214991693912 1.1284519518976626 0.9891716113388539 -0.83011070417321253 -0.83294496336290924 0.17429820335039531 -0.053889178614462574 -0.067205646063419097 0.71227134706659456 0.036607371906685268 0.99491985883468237 1.1087077262184837 -0.70303932374523526 -0.0028854060596365722 -0.81550988464355467 0.45863000774383544 -0.23942322683334349 -0.67181232997349327 -0.36593072986602787
leaf_weight=756 502 33 24 95 58 21 28 20 235 23 23 20 23 31 93 31 94 36 3170 39 22 31 98077 25 20 20 21 20
leaf_count=756 502 33 24 95 58 21 28 20 235 23 23 20 23 31 93 31 94 36 3170 39 22 31 98077 25 20 20 21 20
internal_value=0 0.159067 0.104624 0.139161 0.288794 0.397111 0.336279 -0.232255 -0.0640676 -0.745576 0.284434 0.140363 -0.000620481 -0.20211 -0.14865 -0.505519 -0.000434044 -6.54638e-06 -0.000257705 0.0554747 0.0439965 -0.00207911 -0.00185925 -0.218738 -0.133485 -0.209887 -0.460891 -0.119614
internal_weight=0 1237 1204 1157 660 551 530 109 497 47 138 115 102354 359 328 89 102331 102131 102095 3231 3192 98864 98833 200 175 155 41 114
internal_count=103591 1237 1204 1157 660 551 530 109 497 47 138 115 102354 359 328 89 102331 102131 102095 3231 3192 98864 98833 200 175 155 41 114
cat_boundaries=0 6 7 12
cat_threshold=76595712 131072 512 33554432 8388672 8448 2114 0 536870912 0 131082 48
is_linear=0
shrinkage=0.01


Tree=502
num_leaves=31
num_cat=5
split_feature=0 11 13 25 2 4 24 9 6 9 24 0 2 2 1 1 1 7 7 6 25 24 2 9 0 4 4 8 2 2
split_gain=305466 1.31107e+06 346501 348466 431797 358342 330662 427644 279893 264315 244277 183404 245057 149154 129986 132686 113356 106072 178934 200454 108585 1.44361e+06 133818 78970.3 106843 92077.9 70612.6 14221.2 4555.21 4192.36
threshold=262.14225000000005 620.32400000000007 383.61250000000007 0 597.17782000000011 237.41375000000005 1 299.52325000000002 156.27500000000003 9.2185000000000006 2 883.10000000000014 44.716000000000008 883.10000000000014 285.35875000000004 4.0535910000000008 180.57000000000002 615.99125000000015 552.55750000000012 1424.6500000000003 3 4 749.57248000000016 233.37814 44.745000000000005 35.830500000000008 8.0827500000000025 45.345800000000004 1439.8675000000001 1070.9310000000003
decision_type=2 2 2 9 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2
left_child=13 2 3 4 6 -6 9 -8 -4 -2 11 12 -5 17 15 -12 26 18 19 20 21 -1 -22 24 25 27 28 -19 29 -15
right_child=1 -3 8 10 5 -7 7 -9 -10 -11 14 -13 -14 16 -16 -17 -18 23 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.13963814623721 0.10876648089320388 2.1239335476268422 -0.044582885870566732 -0.091850029281947937 1.96440605658072 0.28503650665283203 0.33054030609627566 1.8014847110566639 -1.5967855389912924 -0.66062292986902693 -0.2736904024063273 1.1171674554244333 1.0621993615445884 -0.26911345320551294 -0.8246155127402276 0.17255521699946413 -0.92970627491290758 -0.16625196285545826 0.70514860800570911 0.81731797862052913 -0.0011019332609436799 -0.18895573924836659 0.60869284133116408 -0.65541179127163363 0.54667045211791998 -0.78480960845947267 0.34253252840042114 0.12686862111091615 -0.21720843561764422 -0.44611290276050569
leaf_weight=101 194 33 26 92 27 24 336 21 21 58 235 23 23 23 31 93 26 96 36 30 101519 305 36 36 20 25 20 20 29 32
leaf_count=101 194 33 26 92 27 24 336 21 21 58 235 23 23 23 31 93 26 96 36 30 101519 305 36 36 20 25 20 20 29 32
internal_value=0 0.157476 0.103578 0.13777 0.285906 1.17411 0.216219 0.405702 -0.73812 -0.0657078 -0.0634269 0.281589 0.13896 -0.000614153 -0.200089 -0.147163 -0.339123 -0.000183666 0.000263944 1.51395e-05 -0.000225336 0.161007 -0.000885681 -0.232002 -0.137327 -0.234348 -0.191477 -0.115714 -0.318622 -0.372095
internal_weight=0 1237 1204 1157 660 51 609 357 47 252 497 138 115 102354 359 328 130 102224 102027 101991 101961 406 101555 197 161 141 104 116 84 55
internal_count=103591 1237 1204 1157 660 51 609 357 47 252 497 138 115 102354 359 328 130 102224 102027 101991 101961 406 101555 197 161 141 104 116 84 55
cat_boundaries=0 6 7 8 13 14
cat_threshold=76595712 131072 512 33554432 8388672 8448 1474 2114 0 536870912 0 131072 32 70
is_linear=0
shrinkage=0.01


Tree=503
num_leaves=30
num_cat=6
split_feature=0 11 13 25 24 11 10 24 13 6 1 1 7 1 7 6 4 8 0 25 24 25 1 16 6 11 3 9 5
split_gain=299383 1.28498e+06 339605 346268 377448 358682 384945 372395 361039 274323 135959 184322 131428 232540 175555 164257 128398 125418 184533 89699 368561 519737 132939 131312 83879.7 57876.1 66504 53071.8 48543.2
threshold=262.14225000000005 620.32400000000007 383.61250000000007 0 1 11.327 255.92650000000003 2 166.33925000000002 156.27500000000003 383.83325000000008 62.172000000000004 615.99125000000015 542.71780000000012 552.55750000000012 1424.6500000000003 160.239 111.70815 748.92250000000013 3 4 5 511.45025000000004 1107.6734000000001 66.245000000000019 204.98000000000005 143.79350000000002 4.5710000000000006 24.305000000000003
decision_type=2 2 2 9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 2
left_child=12 2 3 5 17 6 7 -2 16 -4 11 -6 14 25 15 19 -7 18 -5 20 21 -1 -22 24 -21 26 27 28 -14
right_child=1 -3 9 4 10 8 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 23 22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.74060323427509334 0.85109660123742148 2.1026942744399562 -0.044137057799559377 0.082004636411971227 -0.30040756426831727 -0.78224101444770555 1.725370961143857 0.18979882344815405 0.95446993487221865 -1.5808176948910668 -1.0123425366764978 0.26710280367069777 -0.16960419014260009 -1.2785913076400757 0.69809713217947222 0.72745650306824716 0.00682221919298172 1.1117513778096153 1.1188455340975807 -0.0035829835066966275 0.015876537362204304 -0.071523472186057799 -0.69210307677586869 0.73775379816691089 0.051512366495764537 -0.60064950784047444 0.39966769332885743 -0.59935301241667371 0.37450999355316167
leaf_weight=169 105 33 26 94 279 58 21 412 21 21 21 72 91 20 36 31 32 21 21 97376 1499 145 27 24 2844 24 25 23 20
leaf_count=169 105 33 26 94 279 58 21 412 21 21 21 72 91 20 36 31 32 21 21 97376 1499 145 27 24 2844 24 25 23 20
internal_value=0 0.155901 0.102542 0.136392 -0.0604064 0.286944 0.398149 0.344238 -0.226196 -0.730739 -0.224716 -0.183995 -0.000607083 -0.254801 -0.000101934 -0.00034808 -0.501685 0.373637 0.271341 -0.000569094 0.0684292 0.374944 0.00332822 -0.00184221 -0.00201951 -0.142911 -0.0738189 -0.162156 -0.0715656
internal_weight=0 1237 1204 1157 508 649 538 517 111 47 372 351 102354 203 102151 102115 90 136 115 102084 1840 314 1526 100244 100220 183 159 134 111
internal_count=103591 1237 1204 1157 508 649 538 517 111 47 372 351 102354 203 102151 102115 90 136 115 102084 1840 314 1526 100244 100220 183 159 134 111
cat_boundaries=0 6 7 8 13 14 19
cat_threshold=76595712 147456 512 33554432 8388672 256 2562 25 0 536887296 0 4358186 48 66 0 536887296 0 131072 32
is_linear=0
shrinkage=0.01


Tree=504
num_leaves=31
num_cat=5
split_feature=0 11 13 25 2 4 24 9 6 9 24 0 2 2 7 7 6 25 24 2 4 0 9 0 4 5 10 8 2 2
split_gain=293742 1.2593e+06 332917 335910 421760 350829 321459 416688 268864 258536 235984 177421 239126 145947 101814 171880 192946 105049 1.40712e+06 131052 98334.6 83134.8 76300.4 104716 90341.6 60135.8 57421.8 14096.3 7030.66 14671.4
threshold=262.14225000000005 620.32400000000007 383.61250000000007 0 597.17782000000011 237.41375000000005 1 299.52325000000002 156.27500000000003 9.2185000000000006 2 883.10000000000014 44.716000000000008 883.10000000000014 615.99125000000015 552.55750000000012 1424.6500000000003 3 4 749.57248000000016 106.765 1077.3535000000002 233.37814 44.745000000000005 35.830500000000008 0.80500000000000005 116.26500000000001 45.345800000000004 1070.9310000000003 1439.8675000000001
decision_type=2 2 2 9 2 2 1 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 6 -6 9 -8 -4 -2 11 12 -5 14 15 16 17 18 -1 -19 25 26 23 24 27 28 -12 -16 -15 -30
right_child=1 -3 8 10 5 -7 7 -9 -10 -11 21 -13 -14 20 22 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=1.1245521371858613 0.10629125033457255 2.081667319211093 -0.04369568668878996 -0.091606274298999632 1.9403190040588378 0.2786479965845744 0.32425082585109133 1.7762301385970343 -1.5650095104035877 -0.65464093290526293 -0.12265416749086967 1.0985127523671028 1.0483915805298349 -0.19046518031954765 -0.16308693078656991 0.69111613743835021 0.80187020572026568 -0.0010792813115370417 -0.18712257185436432 0.60237831274668374 0.29114239374796552 -0.70616028467814129 -0.64348237249586315 0.54292522478103633 -0.77552863655090332 -0.8982053339481354 -0.67554869484901436 0.12874395990371704 -0.53633887931704527 -0.22289662582533701
leaf_weight=101 194 33 26 92 27 24 336 21 21 58 309 23 23 25 96 36 30 101519 305 36 21 30 36 20 25 24 20 20 32 28
leaf_count=101 194 33 26 92 27 24 336 21 21 58 309 23 23 25 96 36 30 101519 305 36 21 30 36 20 25 24 20 20 32 28
internal_value=0 0.154426 0.101603 0.135118 0.280562 1.15836 0.211659 0.398499 -0.723432 -0.0662163 -0.062416 0.276696 0.136393 -0.000600358 -0.000174524 0.000264009 2.01571e-05 -0.000215771 0.158369 -0.000865278 -0.33545 -0.196737 -0.227292 -0.134231 -0.230281 -0.45617 -0.156265 -0.112771 -0.33136 -0.390066
internal_weight=0 1237 1204 1157 660 51 609 357 47 252 497 138 115 102354 102224 102027 101991 101961 406 101555 130 359 197 161 141 109 329 116 85 60
internal_count=103591 1237 1204 1157 660 51 609 357 47 252 497 138 115 102354 102224 102027 101991 101961 406 101555 130 359 197 161 141 109 329 116 85 60
cat_boundaries=0 6 7 8 13 14
cat_threshold=76595712 131072 512 33554432 8388672 8448 1474 2114 0 536870912 0 131072 32 70
is_linear=0
shrinkage=0.01


Tree=505
num_leaves=12
num_cat=1
split_feature=22 22 25 12 12 3 13 8 14 4 26
split_gain=196892 378135 161941 141154 252711 104712 97442.5 300782 106975 96950.7 8503.25
threshold=521.77697000000012 611.39525000000015 0 1392.9450000000004 1078.0535000000002 1449.0631000000001 403.35000000000008 490.81062000000003 678.01075000000003 6.6462500000000011 2022.5000000000002
decision_type=2 2 9 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 5 6 8 -8 -4 -7 -1
right_child=1 -3 3 -5 -6 9 7 -9 -10 -11 -12
leaf_value=-0.14883513276887048 1.6400820323399135 -0.21590994212938391 0.0015955643616078589 -0.64257125925491831 0.91953823979695648 0.8819603912646955 -0.075245593783530323 -1.1460185271296008 0.33556656527022521 -0.020021915002302691 -0.23656131398187924
leaf_weight=223 21 23 102270 34 30 26 275 29 96 22 219
leaf_count=223 21 23 102270 34 30 26 275 29 96 22 219
internal_value=0 0.669904 0.000820524 0.00165086 0.0018642 0.00159618 0.00137787 -0.177392 0.00190877 0.468552 -0.188047
internal_weight=0 44 103224 102782 102748 102718 102670 304 102366 48 442
internal_count=103268 44 103224 102782 102748 102718 102670 304 102366 48 442
cat_boundaries=0 6
cat_threshold=1073741824 0 0 32 0 1024
is_linear=0
shrinkage=0.01


Tree=506
num_leaves=29
num_cat=6
split_feature=2 11 5 2 25 2 24 0 25 24 0 1 9 18 6 13 10 8 25 8 10 8 2 14 8 3 14 25
split_gain=166201 1.25602e+06 373641 169694 156858 141562 122136 104750 210516 520800 365470 753981 286936 189568 376592 160886 316255 157220 109328 223332 151573 97215.7 204513 93641.9 147560 72820.5 48970.7 38182.3
threshold=883.10000000000014 242.583 0.80500000000000005 1070.9310000000003 0 1439.8675000000001 1 6.6497500000000009 2 3 8.4977500000000017 9.2110000000000021 430.98750000000007 243.40690000000004 421.77600000000007 368.06200000000007 522.5150000000001 522.5150000000001 4 1468.3681000000001 796.68750000000011 455.79000000000002 38.784000000000006 808.55215250000015 455.79000000000002 1077.3535000000002 190.60000000000002 5
decision_type=2 2 2 2 9 2 1 2 9 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9
left_child=4 2 3 -2 6 -5 -1 18 9 10 11 -9 -12 14 -11 16 17 -10 20 21 23 25 -23 24 -6 -20 -17 -8
right_child=1 -3 -4 5 7 -7 27 8 15 13 12 -13 -14 -15 -16 26 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.087485050298273567 -0.31423708320595323 2.542542426369407 -0.85890200810554707 0.97897158246291316 0.026982160321430932 0.083700707464507126 -0.126679069429636 0.16717453139749441 0.0079084278924097026 -0.050255257165525105 0.28017955542164474 2.6278034818172453 -0.56568853083110993 -0.79402964446693658 0.97787214892941554 -0.29566701663507 0.92419568388085627 0.56989987106323248 -0.0066753625738943702 1.0244767505781991 0.78983926149515005 -0.083367287933298964 -1.0520978819882429 0.70902333068847656 -0.45461369708180427 0.39571303208669029 -0.90027211552574526 -0.38422900385856629
leaf_weight=118 32 22 39 38 10752 33 130 33 11278 960 888 20 42 32 37 37 38 50 78162 21 26 113 27 20 64 45 21 190
leaf_count=118 32 22 39 38 10752 33 130 33 11278 960 888 20 42 32 37 37 38 50 78162 21 26 113 27 20 64 45 21 190
internal_value=0 0.319184 -0.0252797 0.290364 0.000588586 0.56286 -0.186122 0.00140314 0.0274338 0.121484 0.285109 1.09571 0.241979 -0.0360661 -0.0121001 0.0107539 0.0134441 0.010389 -0.00251633 -0.00663791 0.0272014 -0.00691513 -0.270194 0.0253966 0.0241325 -0.00644383 -0.514576 -0.286609
internal_weight=0 164 142 103 103104 71 438 102666 13436 2012 983 53 930 1029 997 11424 11366 11328 89230 78368 10862 78347 140 10836 10816 78207 58 320
internal_count=103268 164 142 103 103104 71 438 102666 13436 2012 983 53 930 1029 997 11424 11366 11328 89230 78368 10862 78347 140 10836 10816 78207 58 320
cat_boundaries=0 6 7 13 14 20 26
cat_threshold=1073741824 0 0 32 0 1024 385 71335940 8 805371904 0 262160 4096 1334 268452096 549584896 16781588 476262666 872439938 256 0 0 0 32 0 1024
is_linear=0
shrinkage=0.01


Tree=507
num_leaves=16
num_cat=4
split_feature=22 22 25 12 12 24 3 4 16 10 25 25 26 26 26
split_gain=192586 370065 155753 138577 247237 119518 101503 94269.1 92964.8 105246 94167.8 36453.7 11838.5 775.37 261.106
threshold=521.77697000000012 611.39525000000015 0 1392.9450000000004 1078.0535000000002 1 1449.0631000000001 6.6462500000000011 522.5150000000001 330.97750000000008 2 3 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 9 2 2 1 2 2 2 2 9 9 2 2 2
left_child=2 -2 5 4 6 12 8 -8 10 -10 -4 14 -1 -13 -7
right_child=1 -3 3 -5 -6 11 7 -9 9 -11 -12 13 -14 -15 -16
leaf_value=0.19084753388264142 1.6222980535598028 -0.21378385585287343 0.021636644218229428 -0.63669780745664062 0.90950682067871103 -0.12120101051800179 0.86895845046410192 -0.020462496497414332 -0.12040786920377046 -0.80074610003403257 -0.0028991582669907778 -0.37610773851474127 -0.0095938217430783998 -0.41609362974458813 -0.14954875618219376
leaf_weight=61 21 23 19250 34 30 66 26 22 121 28 83271 96 57 98 64
leaf_count=61 21 23 19250 34 30 66 26 22 121 28 83271 96 57 98 64
internal_value=0 0.662528 0.000801247 0.00161556 0.00182694 -0.184423 0.00156184 0.461307 0.0013469 -0.248257 0.00170967 -0.282796 0.0866785 -0.37688 -0.125503
internal_weight=0 44 103224 102782 102748 442 102718 48 102670 149 102521 324 118 194 130
internal_count=103268 44 103224 102782 102748 442 102718 48 102670 149 102521 324 118 194 130
cat_boundaries=0 6 7 13 19
cat_threshold=1073741824 0 0 32 0 1024 385 810599168 541196416 268505344 207823114 872423426 256 0 0 0 32 0 1024
is_linear=0
shrinkage=0.01


Tree=508
num_leaves=34
num_cat=6
split_feature=2 11 4 0 1 26 25 24 0 25 24 4 1 4 2 1 18 6 10 25 10 21 20 14 10 13 4 21 25 9 26 26 26
split_gain=162809 1.23015e+06 642716 372714 208590 166096 150854 117483 102582 206099 510527 613220 551404 254026 220584 192515 185903 368885 184979 105766 148678 99539.1 170446 91776.5 77186.9 85976.3 72353.7 38309.6 36717.3 23391.8 11602.9 1198.07 255.91
threshold=883.10000000000014 242.583 289.64010000000007 156.75900000000004 7.8769000000000009 2022.5000000000002 0 1 6.6497500000000009 2 3 521.79500000000019 174.76450000000003 767.98765000000014 658.86750000000018 85.820000000000022 243.40690000000004 421.77600000000007 522.5150000000001 4 796.68750000000011 250.03500000000003 1.1601550000000003 808.55215250000015 522.5150000000001 1084.4500000000003 891.77550000000008 429.16250000000008 5 104.60430000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 2 2 9 1 2 9 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=6 2 3 4 5 -2 7 30 19 10 11 12 -10 14 18 -15 17 -12 -11 20 23 24 27 26 25 -21 -8 -23 32 -26 -1 -30 -9
right_child=1 -3 -4 -5 -6 -7 8 28 9 13 16 -13 -14 15 -16 -17 -18 -19 -20 21 -22 22 -24 -25 29 -27 -28 -29 31 -31 -32 -33 -34
leaf_value=0.18893908617926425 0.7519455777576991 2.5162437126853248 -1.6866138772964478 1.3941279199849004 -0.78815249213805572 -0.20285966755528201 0.024876110115087054 -0.11998899941191528 0.24167870616344836 0.0071382106025116914 -0.049829015052722143 -1.0148118709836687 0.96960633042479771 1.4935911502838135 -1.016239432380313 0.16516331752141317 -0.78640006087720393 0.96772301554679874 0.67201441301831177 -0.0063737980557678087 0.78204079848069419 1.0010142780343692 -0.2524940293410729 0.70171676731109611 -0.18048626490128347 -0.64631212756747292 -0.53659659530805504 0.43599535057942074 -0.37153723445691561 -0.50521190766365298 -0.0094978973321747356 -0.42175933007190103 -0.14805326752364636
leaf_weight=61 35 22 20 23 26 38 10793 66 829 11317 960 35 119 20 21 24 32 37 42 78161 26 24 29 20 78 21 23 24 95 31 57 95 64
leaf_count=61 35 22 20 23 26 38 10793 66 829 11317 960 35 119 20 21 24 32 37 42 78161 26 24 29 20 78 21 23 24 95 31 57 95 64
internal_value=0 0.315899 -0.0249991 0.247397 -0.0190155 0.254924 0.000571607 -0.182531 0.00137042 0.0271304 0.120189 0.282192 0.333054 0.0106264 0.00770358 0.768994 -0.0357988 -0.0120663 0.0095966 -0.00250829 0.0267213 -0.00656215 0.352804 0.0249336 -0.00691643 -0.00654569 0.0236822 0.718505 -0.281084 -0.272839 0.0858118 -0.376816 -0.124248
internal_weight=0 164 142 122 99 73 103104 438 102666 13436 2012 983 948 11424 11380 44 1029 997 11359 89230 10862 78368 77 10836 78291 78182 10816 48 320 109 118 190 130
internal_count=103268 164 142 122 99 73 103104 438 102666 13436 2012 983 948 11424 11380 44 1029 997 11359 89230 10862 78368 77 10836 78291 78182 10816 48 320 109 118 190 130
cat_boundaries=0 6 7 13 14 20 26
cat_threshold=1073741824 0 0 32 0 1024 385 71335940 8 805371904 0 262160 4096 1334 268452096 549584896 16781588 476262666 872439938 256 0 0 0 32 0 1024
is_linear=0
shrinkage=0.01


Tree=509
num_leaves=12
num_cat=3
split_feature=22 25 12 12 24 3 16 10 15 4 25
split_gain=188380 149724 135638 242078 114825 99172.2 95752.8 102100 101339 91953.8 35032.3
threshold=550.81750000000011 0 1392.9450000000004 1078.0535000000002 1 1449.0631000000001 522.5150000000001 330.97750000000008 61.120000000000012 6.6462500000000011 2
decision_type=2 9 2 2 1 2 2 2 2 2 9
left_child=1 4 3 5 -1 6 8 -8 -3 -7 -6
right_child=-2 2 -4 -5 10 9 7 -9 -10 -11 -12
leaf_value=0.084953632876276969 0.79336957518259688 0.00045382916422570009 -0.6298779315632933 0.89999927266438806 -0.12300525958197459 0.8586268373636099 -0.12612025260070309 -0.79569518591676447 0.07897180998480513 -0.019803914156827061 -0.36942395197410205
leaf_weight=118 30 100863 34 30 130 26 122 28 1671 22 194
leaf_count=118 30 100863 34 30 130 26 122 28 1671 22 194
internal_value=0 0.000831418 0.0016297 0.0018388 -0.180772 0.00157652 0.00136409 -0.251108 0.00173344 0.456013 -0.277195
internal_weight=0 103238 102796 102762 442 102732 102684 150 102534 48 324
internal_count=103268 103238 102796 102762 442 102732 102684 150 102534 48 324
cat_boundaries=0 6 7 13
cat_threshold=1073741824 0 0 32 0 1024 385 0 0 0 32 0 1024
is_linear=0
shrinkage=0.01


Tree=510
num_leaves=20
num_cat=2
split_feature=1 4 7 2 2 3 2 26 26 25 24 14 0 4 26 2 3 26 1
split_gain=196539 192241 1.39769e+06 205800 173934 185623 162905 125184 119560 100475 235290 98783.1 76893.4 56697 49921 38980.9 18531.4 9898.78 124.504
threshold=1070.9310000000003 891.77550000000008 371.89150000000006 1439.8675000000001 1070.9310000000003 1077.3535000000002 272.24748000000005 2022.5000000000002 2022.5000000000002 0 1 678.01075000000003 228.21400000000003 2.8222380000000005 2022.5000000000002 4.402000000000001 9.2080380000000037 2022.5000000000002 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 9 12 15 -6 10 -1 -11 18 14 -7 -3 -9 -5 -2
right_child=6 2 -4 17 8 13 -8 16 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.20416116431772557 -0.34422917419009735 0.55574706307772936 2.7475055181412471 -0.49285208565848215 1.1158892722751783 0.0097851493835449232 -1.089299488067627 -0.45997424327002634 0.15043302692216018 -0.0023223444137605779 -0.020726457010540697 0.32729943047513016 0.34238873434066774 -0.93286074729192825 -0.58661018550395971 -0.0099736908503941131 -0.094135419845581048 -0.78233302681534389 -0.37035081038603912
leaf_weight=776 36 29 21 21 23 25 27 45 29 101200 1142 91 20 21 32 21 20 27 37
leaf_count=776 36 29 21 21 23 25 27 45 29 101200 1142 91 20 21 32 21 20 27 37
internal_value=0 -0.000552358 0.375171 -0.0010466 -0.000742529 -0.00103363 -0.405488 -0.0580377 0.577462 -0.000665089 0.0708474 -0.00202601 -0.206962 -0.488679 -0.325033 0.318144 -0.347408 -0.655685 -0.357469
internal_weight=0 103523 136 103387 103339 103287 120 115 52 103209 1918 101291 93 78 57 50 65 48 73
internal_count=103643 103523 136 103387 103339 103287 120 115 52 103209 1918 101291 93 78 57 50 65 48 73
cat_boundaries=0 6 7
cat_threshold=1073742080 536870912 0 7504138 32 32 2138
is_linear=0
shrinkage=0.01


Tree=511
num_leaves=15
num_cat=2
split_feature=1 11 22 3 1 10 9 25 15 10 24 0 1 3
split_gain=192629 201957 170323 150588 191287 116362 137397 95583.7 96418.7 77061.4 21773 16259.9 20589.6 6811.31
threshold=1070.9310000000003 1439.8675000000001 524.87500000000011 1077.3535000000002 226.32900000000004 1098.7459000000001 0.45700000000000007 0 172.50050000000002 8.1012500000000021 1 54.946000000000005 1439.8675000000001 1449.0631000000001
decision_type=2 2 2 2 2 2 2 9 2 2 1 2 2 2
left_child=1 2 3 5 13 7 -7 10 -9 11 -1 12 -2 -5
right_child=9 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.019615115130389178 -0.2031997725542854 0.9166724208990733 -0.76702006701765391 -0.75862634047865873 0.45668572425842285 0.067116262118021658 1.0702052601900969 -0.00059651015842201245 0.11450523177159271 -0.93627990982749243 -0.18130202382967617 -0.10058700633771492 -0.55953658626925562 -0.5617755300570757
leaf_weight=125 34 24 29 32 20 36 22 102111 733 22 352 33 31 39
leaf_count=125 34 24 29 32 20 36 22 102111 733 22 352 33 31 39
internal_value=0 -0.000546657 -0.000759348 -0.000544585 -0.40716 -0.000186659 0.447598 -0.000438026 0.000223833 -0.401433 -0.140204 -0.281365 -0.373145 -0.650497
internal_weight=0 103523 103499 103470 91 103379 58 103321 102844 120 477 98 65 71
internal_count=103643 103523 103499 103470 91 103379 58 103321 102844 120 477 98 65 71
cat_boundaries=0 5 6
cat_threshold=0 0 4224 134217728 262144 2592
is_linear=0
shrinkage=0.01


Tree=512
num_leaves=19
num_cat=1
split_feature=1 4 0 5 2 2 3 22 2 26 25 0 4 26 3 26 4 1
split_gain=188795 188435 1.37016e+06 287195 201779 170636 178792 159634 159289 117118 99977.3 74826 56093.6 48613.4 14711.2 9760.19 3185.77 90.5639
threshold=1070.9310000000003 891.77550000000008 316.39255000000009 198.78000000000003 1439.8675000000001 1070.9310000000003 1077.3535000000002 524.87500000000011 272.24748000000005 2022.5000000000002 0 228.21400000000003 2.8222380000000005 2022.5000000000002 60.160000000000004 2022.5000000000002 1468.3681000000001 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=1 4 3 14 5 6 7 10 11 -7 -1 17 13 -8 16 -6 -3 -2
right_child=8 2 -4 -5 15 9 12 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.076038033223308168 -0.33828649315569137 -0.48452049683301879 2.5397418105602263 0.93101975874467335 -0.4875526128496443 1.104867183851159 0.013569438934326173 -0.75561742203576232 -1.0735979581762243 0.14932236942751653 -0.001717830225233486 0.3408064248561859 -0.92141926129659013 -0.57496315717697144 -0.15330573013850621 -0.77499988767835837 -0.33612981962121052 -0.36056504159360314
leaf_weight=1671 36 39 24 22 21 23 25 28 27 29 101510 20 21 32 28 27 23 37
leaf_count=1671 36 39 24 22 21 23 25 28 27 29 101510 20 21 32 28 27 23 37
internal_value=0 -0.000541385 0.371444 -0.0931912 -0.00103071 -0.000729624 -0.00101795 -0.000656256 -0.397419 0.571967 -0.000451383 -0.201109 -0.479608 -0.316835 -0.343554 -0.649242 -0.429472 -0.349578
internal_weight=0 103523 136 112 103387 103339 103287 103209 120 52 103181 93 78 57 90 48 62 73
internal_count=103643 103523 136 112 103387 103339 103287 103209 120 52 103181 93 78 57 90 48 62 73
cat_boundaries=0 5
cat_threshold=1073742080 536870912 0 2261258 32
is_linear=0
shrinkage=0.01


Tree=513
num_leaves=20
num_cat=0
split_feature=11 3 4 2 18 0 15 9 8 11 16 2 0 2 9 8 8 16 18
split_gain=185023 169787 116096 136629 97763.1 267097 142426 835430 306967 199869 160517 145448 128777 236779 97844.3 85590.5 84546.6 61725.3 31181
threshold=1439.8675000000001 1077.3535000000002 2.8222380000000005 53.632429500000008 524.50200000000007 172.78900000000002 230.33500000000004 553.21400000000006 522.5150000000001 487.6375000000001 352.21000000000004 14.451000000000002 1077.3535000000002 10.852000000000002 1449.0631000000001 172.50050000000002 59.387000000000008 2.4157500000000005 686.30475000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 17 10 8 9 -8 12 15 14 -14 -1 -12 -13 18 -6
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 11 16 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0002521367719563095 0.85919064750671381 -0.49806258690066457 -0.90381198557940401 0.51009710884094239 -0.15207258451552619 -1.3458431587219237 0.064885412713786436 1.8457864499092103 1.1471425277709961 -0.77985841655731214 -0.22562396884733629 -0.33091837510466576 -0.10748589827464176 -1.303763777642023 -0.62592992401123049 0.46948184752464295 -1.2292698912187057 -0.41442057398057758 0.34383215114474297
leaf_weight=102574 25 41 33 20 21 20 422 28 25 30 155 20 78 21 25 20 22 31 32
leaf_count=102574 25 41 33 20 21 20 422 28 25 30 155 20 78 21 25 20 22 31 32
internal_value=0 -0.00119835 -0.426004 -0.167518 -0.000812629 -0.307258 -0.000504465 0.167023 0.0684789 0.00881834 -0.00132651 -0.273016 -0.000752438 -0.361242 -0.000404594 -0.146183 -0.801483 -0.0599754 0.147342
internal_weight=0 103618 94 61 103524 104 103420 505 477 452 102915 217 102698 99 102599 175 42 84 53
internal_count=103643 103618 94 61 103524 104 103420 505 477 452 102915 217 102698 99 102599 175 42 84 53
is_linear=0
shrinkage=0.01


Tree=514
num_leaves=14
num_cat=1
split_feature=1 11 22 10 9 25 12 15 10 9 0 0 1
split_gain=184179 193897 162719 102486 112629 97389.5 91656 85715.9 74266.1 31995.1 15890.7 15828.7 20285
threshold=1070.9310000000003 1439.8675000000001 524.87500000000011 1098.7459000000001 0.45700000000000007 0 1392.9450000000004 230.33500000000004 8.1012500000000021 1.8950000000000002 10.285450000000003 54.946000000000005 1439.8675000000001
decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 9 7 -7 11 10 -1 12 -2
right_child=8 -3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.14868517949428733 -0.19652310911346885 0.89820395732919378 -0.74969575520219478 0.066905477576785624 0.96275756255440093 -0.00058572603274535803 -0.5622031013307901 0.12825260627734869 -0.91757911833849815 0.24702174234390259 -0.43028443790617443 -0.096287362792275177 -0.55021403412665093
leaf_weight=438 34 24 29 36 23 102384 29 519 22 20 21 33 31
leaf_count=438 34 24 29 36 23 102384 29 519 22 20 21 33 31
internal_value=0 -0.000527049 -0.000735452 -0.000525538 0.416136 -0.000763259 -9.43226e-05 6.4081e-05 -0.392522 -0.141553 -0.161569 -0.274652 -0.365206
internal_weight=0 103523 103499 103470 59 103411 102932 102903 120 479 459 98 65
internal_count=103643 103523 103499 103470 59 103411 102932 102903 120 479 459 98 65
cat_boundaries=0 5
cat_threshold=0 0 4224 134217728 262144
is_linear=0
shrinkage=0.01


Tree=515
num_leaves=21
num_cat=1
split_feature=4 2 4 24 5 13 11 11 26 0 6 22 1 1 11 3 26 22 11 5
split_gain=181441 153964 953896 593462 379806 363559 353363 264446 486878 257399 164906 141272 108818 142299 112719 109429 14451.6 12315 8608.22 5118.66
threshold=1468.3681000000001 472.9221300000001 767.98765000000014 0 64.594250000000002 174.84360000000001 13.550500000000001 52.741000000000007 2022.5000000000002 384.83520000000004 264.52500000000003 444.48500000000007 1439.8675000000001 1070.9310000000003 1092.2834 66.827500000000015 2022.5000000000002 550.81750000000011 1439.8675000000001 6.5747500000000008
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 5 7 6 9 8 -5 -3 -6 12 13 14 15 -1 -15 -13 -16 -2
right_child=19 2 -4 4 10 -7 -8 -9 -10 -11 -12 17 -14 16 18 -17 -18 -19 -20 -21
leaf_value=-0.0015838984638939662 -0.53083433418273929 -0.35264633466740569 2.2637506848289854 1.1247300354639689 -0.76440477916172567 0.87128927267514744 -1.3170303993891268 1.7609757119959051 -0.1063934497586612 0.73534617767333987 0.36522340585788093 -0.3751783539851507 0.50899736427125475 -0.37856983224550883 -0.3349568517665778 0.054669197062199387 -0.72935131881548021 -0.6923098365783692 -0.58764672325207634 -0.74261063167027064
leaf_weight=99225 25 167 21 72 28 26 34 22 58 25 24 24 42 24 28 3583 23 25 26 21
leaf_count=99225 25 167 21 72 28 26 34 22 58 25 24 24 42 24 28 3583 23 25 26 21
internal_value=0 0.000667618 0.179912 0.0839461 0.471557 -0.23906 -0.377378 0.747047 0.57546 -0.210981 -0.243038 -0.000162477 9.30242e-05 -0.000114674 0.000136686 0.000376599 -0.550229 -0.53698 -0.456622 -0.627515
internal_weight=0 103477 477 456 204 252 226 152 130 192 52 103000 102951 102909 102862 102808 47 49 54 46
internal_count=103523 103477 477 456 204 252 226 152 130 192 52 103000 102951 102909 102862 102808 47 49 54 46
cat_boundaries=0 1
cat_threshold=3010
is_linear=0
shrinkage=0.01


Tree=516
num_leaves=28
num_cat=3
split_feature=4 2 16 24 5 13 7 1 10 10 13 3 5 9 4 24 16 3 18 16 25 5 1 4 5 9 13
split_gain=177831 150900 1.54931e+06 657129 409825 336480 310624 304800 232748 163587 102674 98976.9 660037 966926 414691 257852 618613 132759 103035 106913 92896.5 83435.4 44278.5 41968.8 5016.8 3321.25 1703.92
threshold=1468.3681000000001 472.9221300000001 371.63775000000004 0 522.5150000000001 257.16300000000007 243.82689999999999 383.83325000000008 362.00600000000003 78.450000000000003 619.25400000000013 66.827500000000015 552.55750000000012 176.29182000000003 4.402000000000001 1 286.14200000000005 472.9221300000001 1129.6950200000003 247.80448000000004 2 220.56900000000005 242.38250000000002 35.217375000000011 6.5747500000000008 4.4150000000000009 1084.4500000000003
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2
left_child=1 10 3 4 8 6 7 -5 9 -3 11 18 15 14 -14 17 -17 -13 19 20 -1 23 -21 25 -2 26 -12
right_child=24 2 -4 5 -6 -7 -8 -9 -10 -11 21 12 13 -15 -16 16 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.11916984961442709 -0.52552596626281745 -0.14975445042002386 2.8338384909856886 0.69093113517114357 -1.4952117607116699 -0.71838562464714051 1.8236068853139877 -0.53637425104777015 0.85595844836462109 -1.0251822074254353 -0.27371507777409121 -0.061793446934248111 0.76923127120191392 -0.73520173723047433 2.6187864547305639 0.0685734116211935 1.3224354538768528 -0.44132333907426569 0.6826254788312045 -0.15135919676654658 -0.0019828625647559288 -0.82081336565639662 -0.63663651204109195 0.1605719974835714 -0.73518453507196346 -0.16926563913407536 -0.38319756607214606
leaf_weight=627 25 193 21 129 25 20 20 24 21 24 44 956 22 22 27 2413 40 102 22 314 98294 23 20 30 21 23 21
leaf_count=627 25 193 21 129 25 20 20 24 21 24 44 956 22 22 27 2413 40 102 22 314 98294 23 20 30 21 23 21
internal_value=0 0.000660942 0.178113 0.0558101 -0.267077 0.48454 0.651614 0.498413 -0.149294 -0.246576 -0.000160852 0.000208806 0.0518513 1.00642 1.78837 0.0325479 0.0886582 -0.0974621 -0.0016545 -0.00180617 -0.0012031 -0.269825 -0.180418 -0.162428 -0.62124 -0.272542 -0.309086
internal_weight=0 103477 477 456 263 193 173 153 238 217 103000 102859 3582 71 49 3511 2453 1058 99277 99255 98921 141 334 118 46 88 65
internal_count=103523 103477 477 456 263 193 173 153 238 217 103000 102859 3582 71 49 3511 2453 1058 99277 99255 98921 141 334 118 46 88 65
cat_boundaries=0 1 2 7
cat_threshold=2978 3208 0 536870912 0 134348800 524304
is_linear=0
shrinkage=0.01


Tree=517
num_leaves=12
num_cat=0
split_feature=12 12 2 2 1 13 0 22 9 26 1
split_gain=141528 186839 183624 441901 193360 140606 219379 215478 152470 114724 67120.5
threshold=1392.9450000000004 1078.0535000000002 1439.8675000000001 1070.9310000000003 75.142750000000007 619.25400000000013 367.42525000000006 550.81750000000011 1117.4100000000001 2022.5000000000002 87.303500000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 7 10 8 -1 -5 -7
right_child=-2 -3 4 9 -6 6 -8 -9 -10 -11 -12
leaf_value=0.00073369478143234484 -0.68636846665541329 0.80313338378380084 -0.10527285416920981 1.4497027397155762 -1.3327509562174478 -0.040465179014807708 -1.2802370834350587 0.92892267246246341 -0.46612999807085309 0.50397720053278161 -0.60004848886419226
leaf_weight=103112 30 29 33 23 21 104 20 25 70 29 27
leaf_count=103112 30 29 33 23 21 104 20 25 70 29 27
internal_value=0 0.000579941 0.000354993 0.000659421 -0.582625 0.000195749 -0.304731 0.000641882 0.000416968 0.922279 -0.155799
internal_weight=0 103493 103464 103410 54 103358 151 103207 103182 52 131
internal_count=103523 103493 103464 103410 54 103358 151 103207 103182 52 131
is_linear=0
shrinkage=0.01


Tree=518
num_leaves=11
num_cat=0
split_feature=4 11 22 4 4 2 2 0 3 3
split_gain=173934 147722 179823 149441 135954 114061 432875 100785 70684.7 3731.51
threshold=1468.3681000000001 1439.8675000000001 524.87500000000011 1085.2750000000003 891.77550000000008 1439.8675000000001 1070.9310000000003 55.790000000000013 53.872267500000007 6.6572445000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6 -5 -7
right_child=-2 -3 -4 8 7 9 -8 -9 -10 -11
leaf_value=0.00043822683231271381 -0.61439925712087884 0.71426254510879517 -0.73761766058025946 0.23038886388142904 -0.14383261092503866 -0.40082395698713219 0.91305609693894019 -1.0470931550434659 0.98683419636317671 -0.57907069742679596
leaf_weight=103214 46 29 33 30 30 23 52 21 21 24
leaf_count=103214 46 29 33 30 30 23 52 21 21 24
internal_value=0 0.000650356 0.000450306 0.000685826 0.000418806 0.000673617 0.000897779 -0.515763 0.541866 -0.491844
internal_weight=0 103477 103448 103415 103364 103313 103266 51 51 47
internal_count=103523 103477 103448 103415 103364 103313 103266 51 51 47
is_linear=0
shrinkage=0.01


Tree=519
num_leaves=21
num_cat=1
split_feature=4 2 16 24 5 13 1 0 2 13 3 22 1 1 11 3 22 11 5 0
split_gain=170473 146690 1.51919e+06 643759 400057 328984 252481 613586 227766 179731 201511 137883 105800 139640 111971 105666 12115.4 8848.45 4907.63 1228.15
threshold=1468.3681000000001 472.9221300000001 371.63775000000004 0 522.5150000000001 257.16300000000007 55.204000000000015 14.955000000000002 749.57248000000016 94.292500000000004 272.24748000000005 444.48500000000007 1439.8675000000001 1070.9310000000003 1092.2834 76.987500000000011 550.81750000000011 1439.8675000000001 6.5747500000000008 23.455000000000002
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 9 6 7 -5 -8 10 -3 12 13 14 15 -1 -13 -16 -2 -15
right_child=18 2 -4 5 -6 -7 8 -9 -10 -11 -12 16 -14 19 17 -17 -18 -19 -20 -21
leaf_value=-0.0014644084212590525 -0.5135887313842773 -0.36741106046149968 2.8053874724251879 0.55792612322841784 -1.4785111141204834 -0.71059515476226809 0.65355917775630956 2.4362989592213524 -0.52239344699042189 0.65339838867187494 0.5167943375905355 -0.37001993934313454 0.50188385185741236 -0.50107262116891371 -0.33176008875880925 0.056418270706023253 -0.6845715635299684 -0.58795166591039072 -0.72095352172851568 -0.60446254968643187
leaf_weight=99551 25 183 21 83 25 20 40 22 28 25 30 24 42 27 28 3257 25 26 21 20
leaf_count=99551 25 183 21 83 25 20 40 22 28 25 30 24 42 27 28 3257 25 26 21 20
internal_value=0 0.000643852 0.175603 0.0544949 -0.265056 0.478866 0.644057 0.95149 0.169343 -0.148729 -0.242875 -0.000166397 8.60202e-05 -0.000118777 0.000130223 0.000369339 -0.530505 -0.455112 -0.608255 -0.545068
internal_weight=0 103477 477 456 263 193 173 105 68 238 213 103000 102951 102909 102862 102808 49 54 46 47
internal_count=103523 103477 477 456 263 193 173 105 68 238 213 103000 102951 102909 102862 102808 49 54 46 47
cat_boundaries=0 1
cat_threshold=2978
is_linear=0
shrinkage=0.01


Tree=520
num_leaves=33
num_cat=5
split_feature=25 24 13 8 13 16 6 10 4 3 11 7 0 9 5 0 24 8 3 3 25 3 26 4 4 9 24 12 26 26 13 26
split_gain=191459 170939 127078 343764 204286 1.28032e+06 200760 269272 165655 216579 154451 173983 143823 143607 143252 133333 126161 229114 115529 82965 25392 20339.4 20277.9 19739.1 15506.6 12480.4 9837.02 8406.64 4887.87 3321.92 2429.46 581.918
threshold=0 1 494.43250000000006 551.49600000000009 278.25000000000006 371.63775000000004 148.09087000000002 173.18724 1085.2750000000003 54.825730000000007 620.32400000000007 26.434720000000002 140.79924000000003 1449.0631000000001 86.266250000000028 1438.4900000000002 2 166.61000000000004 106.98125000000002 10.071894000000002 3 6.179850000000001 2022.5000000000002 1.4420500000000003 1468.3681000000001 44.929500000000004 4 85.888000000000019 2022.5000000000002 2022.5000000000002 667.23000000000013 2022.5000000000002
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2
left_child=1 29 4 16 8 6 7 12 10 24 13 23 -6 15 -8 -2 18 21 25 -13 22 30 -3 -12 -10 27 31 -4 -28 -1 -18 -22
right_child=2 20 3 -5 5 -7 14 -9 9 -11 11 19 -14 -15 -16 -17 17 -19 -20 -21 26 -23 -24 -25 -26 -27 28 -29 -30 -31 -32 -33
leaf_value=0.18153843353043742 -6.5952228884223094e-06 -0.0076684872020374656 -0.1885068559344556 -1.4853699736595156 -0.045029398502593632 2.4760878953337668 0.087670386178152898 0.99844615990774976 1.0680573810230602 -0.17701513406002162 -0.14133635447234721 -0.39423765469480443 0.82999808856419155 -0.70355382434253033 -1.0227901690739851 0.51143067977007695 -0.30108407564163209 0.89387722204471465 -0.99192652781804402 -1.1856755367609171 -0.21723498198945645 0.12833537556908348 -0.26949471123516561 0.21273992276191714 0.71040324599654581 0.0026063123616305267 -0.53408082744053431 -0.44297461009025574 -0.41998839248845604 0.079095148324966433 -0.174801750079466 -0.26164899793721863
leaf_weight=67 102163 55 37 20 178 24 21 35 22 33 74 27 21 29 26 51 25 29 24 26 59 22 64 20 27 22 70 20 81 60 39 59
leaf_count=67 102163 55 37 20 178 24 21 35 22 33 74 27 21 29 26 51 25 29 24 26 59 22 64 20 27 22 70 20 81 60 39 59
internal_value=0 -0.191275 0.000177749 -0.230626 0.000712238 0.259131 0.0697825 0.189574 -5.69259e-05 0.449227 -0.000416739 -0.324327 0.0473102 4.89629e-05 -0.526627 0.000248588 -0.115512 0.115212 -0.350293 -0.78249 -0.294795 -0.133965 -0.136972 -0.066001 0.870983 -0.199708 -0.3572 -0.277794 -0.443508 0.123422 -0.224131 -0.220736
internal_weight=0 515 103015 238 102777 305 281 234 102472 82 102390 147 199 102243 47 102214 218 115 103 53 388 86 119 94 49 79 269 57 151 127 64 118
internal_count=103530 515 103015 238 102777 305 281 234 102472 82 102390 147 199 102243 47 102214 218 115 103 53 388 86 119 94 49 79 269 57 151 127 64 118
cat_boundaries=0 4 5 6 8 9
cat_threshold=0 2 4096 1179648 2192 3184 0 2 804
is_linear=0
shrinkage=0.01


Tree=521
num_leaves=17
num_cat=2
split_feature=25 13 8 22 19 16 2 5 24 17 3 9 3 12 9 12
split_gain=188126 124242 337084 253132 154650 148630 139080 453157 122768 298173 113719 112559 40067.4 26856.9 12107.1 8372.74
threshold=0 494.43250000000006 551.49600000000009 550.81750000000011 958.81500000000017 1107.6734000000001 749.57248000000016 326.45950000000005 1 166.33925000000002 106.98125000000002 1117.4100000000001 4.5710000000000006 5.700949500000001 44.929500000000004 85.888000000000019
decision_type=9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=-1 3 8 4 5 6 11 -8 10 12 14 -2 13 -10 15 -3
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.36580747533351821 0.00070415517156879827 -0.18576583746232483 -1.4705162625312806 0.98682115518129798 -0.8580737522670201 0.69248817997594037 -0.066399533730000265 -1.4453992189679827 -0.12807721629029228 1.1698896401578731 -0.98200727303822832 -0.43995052830926307 0.16400135099887847 -0.57330703678727146 0.0025802397727966307 -0.43854485487937928
leaf_weight=131 102835 38 20 26 21 31 160 28 42 22 24 58 32 20 22 20
leaf_count=131 102835 38 20 26 21 31 160 28 42 22 24 58 32 20 22 20
internal_value=0 -0.000287277 -0.227548 0.000241419 -7.29982e-06 0.000167456 -4.07489e-05 -0.271782 -0.114551 0.112224 -0.3451 0.000455761 -0.123376 -0.2717 -0.197165 -0.272931
internal_weight=0 103399 240 103159 103133 103112 103081 188 220 116 104 102893 94 62 80 58
internal_count=103530 103399 240 103159 103133 103112 103081 188 220 116 104 102893 94 62 80 58
cat_boundaries=0 4 5
cat_threshold=0 0 0 131072 3184
is_linear=0
shrinkage=0.01


Tree=522
num_leaves=23
num_cat=6
split_feature=25 24 11 22 2 18 0 5 8 25 14 14 26 24 25 26 22 5 24 26 26 26
split_gain=186368 471727 139302 216872 122458 463545 589512 233782 118138 121656 349864 101495 77069.3 61528 56434.5 27111.4 25086.9 20834.7 23122.6 22327.7 2899.89 1130.59
threshold=0 1 1439.8675000000001 444.48500000000007 542.8678000000001 38.202422500000004 658.11750000000018 616.44275000000005 1468.3681000000001 2 678.01075000000003 1092.2134000000003 2022.5000000000002 3 4 2022.5000000000002 674.74319250000019 166.07175000000004 5 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 2 2 2 2 2 9 2 2 2 1 9 2 2 2 1 2 2 2
left_child=1 12 3 4 8 6 7 -6 9 10 -2 -11 -1 14 15 -3 -5 18 20 -20 -15 -16
right_child=2 13 -4 16 5 -7 -8 -9 -10 11 -12 -13 -14 17 21 -17 -18 -19 19 -21 -22 -23
leaf_value=0.61887084197998055 0.044252519668793233 -0.78103673594338563 0.66007440529763695 -0.83354839197794595 -0.10972721599594311 -1.3536383511943202 1.4343772824605308 -1.1205257034301759 0.60865860193967825 -0.0012594742876833813 1.185882985326979 -0.61445723851521816 0.14439443531321056 -0.085630576180630039 -0.25633693991036249 -0.4797480618953705 -0.38896510839462284 -0.49843770313262936 -0.13488880306482315 -0.32435180025652421 0.014501593849875712 -0.19623753533643837
leaf_weight=70 4648 56 32 30 270 31 24 25 32 97594 27 27 67 61 58 64 22 20 128 121 55 68
leaf_count=70 4648 56 32 30 270 31 24 25 32 97594 27 27 67 61 58 64 22 20 128 121 55 68
internal_value=0 -0.154968 0.000389752 0.000184301 0.000511277 -0.186221 -0.0727725 -0.195388 0.00114997 0.000959931 0.0507374 -0.00142893 0.360513 -0.270765 -0.400991 -0.57263 -0.645455 -0.179511 -0.166954 -0.218194 -0.035126 -0.207439
internal_weight=0 768 102762 102730 102678 350 319 295 102328 102296 4675 97621 137 631 246 120 52 385 365 249 116 126
internal_count=103530 768 102762 102730 102678 350 319 295 102328 102296 4675 97621 137 631 246 120 52 385 365 249 116 126
cat_boundaries=0 4 5 11 12 16 17
cat_threshold=256 536870914 4096 1179648 2050 1073774592 4358144 524416 140509224 0 32 77 0 536870912 0 131072 144
is_linear=0
shrinkage=0.01


Tree=523
num_leaves=24
num_cat=6
split_feature=25 24 11 2 18 0 5 24 25 14 2 0 6 14 4 5 9 25 26 24 26 26 26
split_gain=183361 165347 120645 162611 479236 974999 208259 185521 109099 344387 314288 496085 400521 120576 110088 108652 26766.9 24573.6 19677.9 10348.9 4884.07 3198.16 537.567
threshold=0 1 1439.8675000000001 542.8678000000001 38.202422500000004 748.92250000000013 616.44275000000005 2 3 678.01075000000003 364.96250000000003 10.847970000000002 877.0150000000001 808.55215250000015 1468.3681000000001 1449.0631000000001 41.27600000000001 4 2022.5000000000002 5 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 9 2 1 2 2 2
left_child=1 21 3 8 5 6 7 -5 9 10 12 -12 -2 14 15 -10 -15 18 -3 22 -21 -1 -19
right_child=2 17 -4 4 -6 -7 -8 -9 13 -11 11 -13 -14 16 -16 -17 -18 19 -20 20 -22 -23 -24
leaf_value=0.17935999372112219 0.02333114479865905 -0.0065081520080566401 0.6047251319704634 0.1333051798271912 -1.3601621650926996 2.0437635421752929 -1.1093204498291016 -0.36875563451421195 -0.001268733278593217 1.1740242004394532 -0.24633037730625698 1.3262102252799781 1.2680230667040899 -0.60598669149936779 0.59457597547961816 -0.64780139703017015 -0.15602280044555664 -0.21176648026805814 -0.26443185091018678 -0.52626878247942244 -0.41222068904358666 0.078843111356099449 -0.25445444656630695
leaf_weight=67 4556 55 33 125 33 20 25 161 97811 27 35 47 26 39 31 26 20 59 64 70 81 60 59
leaf_count=67 4556 55 33 125 33 20 25 161 97811 27 35 47 26 39 31 26 20 59 64 70 81 60 59
internal_value=0 -0.18718 0.0001802 -1.35056e-05 -0.211 -0.0964313 -0.234064 -0.157556 0.000734893 0.0477929 0.0413756 0.655004 0.030394 -0.00152405 -0.00125176 -0.00144055 -0.453457 -0.288988 -0.133966 -0.350307 -0.436203 0.122246 -0.214899
internal_weight=0 515 103015 102982 364 331 311 286 102618 4691 4664 82 4582 97927 97868 97837 59 388 119 269 151 127 118
internal_count=103530 515 103015 102982 364 331 311 286 102618 4691 4664 82 4582 97927 97868 97837 59 388 119 269 151 127 118
cat_boundaries=0 4 5 6 12 14 15
cat_threshold=0 2 4096 1179648 2192 740 1073774592 4358144 524416 140509224 0 32 0 2 804
is_linear=0
shrinkage=0.01


Tree=524
num_leaves=11
num_cat=1
split_feature=25 12 11 22 16 11 2 19 22 26
split_gain=180585 118778 143043 212437 165010 165586 266463 143288 25359.8 5244.03
threshold=0 1392.9450000000004 1439.8675000000001 444.48500000000007 1107.6734000000001 620.32400000000007 190.99500000000003 958.81500000000017 674.74319250000019 2022.5000000000002
decision_type=9 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 7 -7 -2 -5 -1
right_child=1 -3 -4 8 -6 6 -8 -9 -10 -11
leaf_value=-0.45148449140881741 0.00043333478182201957 -0.65149779979671751 0.66838620183058084 -0.82478005790710451 0.69655551405513993 -0.11435955858021452 -1.1599691122866447 -0.82568080084664486 -0.38342702907064685 -0.32485243201255798
leaf_weight=63 103086 28 32 30 34 114 31 21 23 68
leaf_count=63 103086 28 32 30 34 114 31 21 23 68
internal_value=0 -0.000274613 -9.82438e-05 -0.000305247 1.9541e-05 -0.000209822 -0.337904 0.000265079 -0.633249 -0.358394
internal_weight=0 103399 103371 103339 103286 103252 145 103107 53 131
internal_count=103530 103399 103371 103339 103286 103252 145 103107 53 131
cat_boundaries=0 4
cat_threshold=0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=525
num_leaves=17
num_cat=2
split_feature=7 3 3 2 12 1 26 22 25 24 7 11 3 0 1 7
split_gain=151623 224194 217026 164191 1.17461e+06 330388 348034 131468 130130 637436 168894 123218 106340 93202.4 24436.8 2221.04
threshold=1107.8925000000002 35.85625000000001 1449.0631000000001 883.10000000000014 166.70600000000002 55.204000000000015 2022.5000000000002 524.87500000000011 0 1 5.008 1439.8675000000001 1077.3535000000002 187.95300000000003 352.68673250000012 1481.2725000000003
decision_type=2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2
left_child=2 15 3 7 5 6 -5 8 9 10 -1 12 -10 -11 -7 -2
right_child=1 -3 -4 4 -6 14 -8 -9 11 13 -12 -13 -14 -15 -16 -17
leaf_value=0.44450637712711244 -0.15341030702590941 -1.2711969263657279 0.68005379889873752 1.0598382265503343 2.4657056591727518 -0.96281707929528282 -0.22503724381023524 -0.61288699640546529 -0.00057095914179044267 -0.12319279430513072 -0.40211699199676515 -0.74924213458191258 -0.50995265495486375 -0.80661303293137321 -0.49099849610101609 -0.022604164900603116
leaf_weight=410 25 23 47 37 22 23 49 35 102356 401 25 22 41 21 21 27
leaf_count=410 25 23 47 37 22 23 49 35 102356 401 25 22 41 21 21 27
internal_value=0 -0.449108 0.000681204 0.000372587 0.328796 -0.0328352 0.327758 -0.000110618 9.70509e-05 0.122094 0.386954 -0.000935599 -0.000774917 -0.153563 -0.737631 -0.0854917
internal_weight=0 75 103510 103463 152 130 86 103311 103276 857 435 102419 102397 422 44 52
internal_count=103585 75 103510 103463 152 130 86 103311 103276 857 435 102419 102397 422 44 52
cat_boundaries=0 5 6
cat_threshold=1073741824 2 4096 134348802 32 3401
is_linear=0
shrinkage=0.01


Tree=526
num_leaves=21
num_cat=2
split_feature=18 1 2 11 5 26 1 11 25 3 16 10 3 8 1 25 11 26 18 2
split_gain=187369 276927 203705 969070 183901 231560 150504 133839 113761 114897 123643 111072 105652 91560 80654.9 62718.9 59268.2 26079.2 9651.95 6384.13
threshold=524.50200000000007 159.97720000000004 883.10000000000014 218.41500000000005 359.92750000000007 2022.5000000000002 55.204000000000015 1439.8675000000001 0 1449.0631000000001 299.49825000000004 220.81250000000003 1077.3535000000002 5.008 4.1470000000000011 1 119.85550000000002 2022.5000000000002 686.30475000000013 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2
left_child=2 16 7 4 5 6 -4 8 13 10 12 -12 -10 14 15 -1 18 -16 -2 -7
right_child=1 -3 3 -5 -6 19 -8 -9 9 -11 11 -13 -14 -15 17 -17 -18 -19 -20 -21
leaf_value=0.38497873564024232 -0.49436956564585366 -1.4224078871987085 1.0463262118519965 2.4165542831420899 -0.77651642192493786 -0.15840100547983585 0.029534255663553874 -0.73137067546844481 2.820955344333799e-05 0.51623809448508329 -0.11500718197126068 -0.62017946517238254 -0.51400896501541138 -0.42744994242986045 -0.4829432518005371 0.11898719941726839 0.28705616138198159 -0.026178669738769533 -0.22460552192396588 -0.37702316706830807
leaf_weight=101 21 22 37 20 22 34 24 25 102034 43 267 52 40 30 25 683 22 25 36 22
leaf_count=101 21 22 37 20 22 34 24 25 102034 43 267 52 40 30 25 683 22 25 36 22
internal_value=0 -0.430151 0.000772152 0.358431 0.0622977 0.220023 0.646277 0.000221775 0.00039883 -0.000570447 -0.000787537 -0.197355 -0.000173228 0.114004 0.134847 0.159682 -0.153827 -0.254561 -0.323992 -0.244288
internal_weight=0 101 103484 159 139 117 61 103325 103300 102436 102393 319 102074 864 834 784 79 50 57 56
internal_count=103585 101 103484 159 139 117 61 103325 103300 102436 102393 319 102074 864 834 784 79 50 57 56
cat_boundaries=0 5 10
cat_threshold=1073741824 2 4096 134348802 32 0 0 4096 134217728 32
is_linear=0
shrinkage=0.01


Tree=527
num_leaves=23
num_cat=3
split_feature=18 13 2 11 5 26 11 25 24 7 5 6 10 8 12 0 25 9 2 9 2 18
split_gain=183641 211803 199651 949786 180241 226952 131176 111611 603073 175424 113279 348383 333983 162701 152250 90908.8 109122 77656.7 60395 46786.1 6257.09 1016.27
threshold=524.50200000000007 264.75500000000005 883.10000000000014 218.41500000000005 359.92750000000007 2022.5000000000002 1439.8675000000001 0 1 5.008 26.770100000000003 1054.5000000000002 901.21050000000014 1468.3681000000001 1078.0535000000002 187.95300000000003 2 4.9995000000000003 1070.9310000000003 11.368000000000002 1439.8675000000001 819.02500000000009
decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=2 19 6 4 5 18 7 8 9 17 13 12 -12 14 -9 16 -10 -1 -4 21 -7 -2
right_child=1 -3 3 -5 -6 20 -8 10 15 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.45986255704140178 -0.052500179124915079 -1.347430507659912 0.20554806663876488 2.3923887634277343 -0.76875121896917165 -0.15681698287672857 -0.72405697498321531 -0.0036512149600080252 -0.24553157683574792 -0.40385749269414833 0.031279138467874487 1.1347397552687546 1.1895012580871582 0.80341435394287108 0.66563999596764067 -0.79998321260724747 0.090578381940253888 -0.16432036047890072 0.86780381989479072 -0.49569784482941032 -0.37325293519280173 0.038753874485309307
leaf_weight=392 23 20 21 20 22 34 25 96300 254 27 6023 29 25 25 34 21 149 21 40 32 22 26
leaf_count=392 23 20 21 20 22 34 25 96300 254 27 6023 29 25 25 34 21 149 21 40 32 22 26
internal_value=0 -0.42585 0.000764917 0.354846 0.0616748 0.217823 0.000220045 0.00039533 0.112921 0.368692 -0.000564743 0.0413097 0.0360668 -0.00320567 -0.003415 -0.15488 -0.125108 0.428124 0.639814 -0.198299 -0.241845 -0.00407966
internal_weight=0 101 103484 159 139 117 103325 103300 864 440 102436 6077 6048 96359 96334 424 403 413 61 81 56 49
internal_count=103585 101 103484 159 139 117 103325 103300 864 440 102436 6077 6048 96359 96334 424 403 413 61 81 56 49
cat_boundaries=0 5 6 10
cat_threshold=1073741824 2 4096 134348802 32 3401 1073741824 2 0 131072
is_linear=0
shrinkage=0.01


Tree=528
num_leaves=18
num_cat=2
split_feature=7 3 3 4 7 6 11 25 2 24 10 8 10 4 4 3 7
split_gain=148621 220479 210260 175898 1.19717e+06 203535 126581 119803 463145 226439 123741 190010 143363 59912.7 28250.3 22845.3 2200.13
threshold=1107.8925000000002 35.85625000000001 1449.0631000000001 891.77550000000008 371.89150000000006 173.40750000000003 1439.8675000000001 0 1070.9310000000003 1 901.21050000000014 2.4367500000000004 675.38900000000001 1085.2750000000003 6.6462500000000011 54.825730000000007 1481.2725000000003
decision_type=2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2
left_child=2 16 3 6 5 13 7 8 9 -1 12 -12 -9 -5 -4 -15 -2
right_child=1 -3 14 4 -6 -7 -8 10 -10 -11 11 -13 -14 15 -16 -17 -18
leaf_value=-0.060780338601802521 -0.15165332288742067 -1.2598970655772999 0.88037345674302847 -0.19308524444699288 2.6202393050193784 -0.8838679504394531 -0.69779432691060583 -0.0021177476216384557 1.5006164273348723 0.098684227287802767 0.99889071107151051 -0.099616408348083496 -0.49943338410607702 0.43414502611866701 0.38450825095176699 0.057802798229715097 -0.02146447437780875
leaf_weight=1329 25 23 27 32 20 22 26 99151 22 2663 31 32 58 54 20 23 27
leaf_count=1329 25 23 27 32 20 22 26 99151 22 2663 31 32 58 54 20 23 27
internal_value=0 -0.444647 0.000667737 0.000363968 0.341419 -0.00649257 -0.000134516 4.11051e-05 0.0535317 0.0456909 -0.00212693 0.440919 -0.00240849 0.170592 0.669367 0.321731 -0.0840553
internal_weight=0 75 103510 103463 151 131 103312 103286 4014 3992 99272 63 99209 109 47 77 52
internal_count=103585 75 103510 103463 151 131 103312 103286 4014 3992 99272 63 99209 109 47 77 52
cat_boundaries=0 6 7
cat_threshold=1073741824 130 4104 141787394 50 32 390
is_linear=0
shrinkage=0.01


Tree=529
num_leaves=20
num_cat=1
split_feature=18 1 2 11 4 0 1 2 11 1 25 12 12 5 2 11 18 0 1
split_gain=179943 269164 193486 931665 287056 288071 202415 134683 126325 109751 128020 131776 356333 120089 99925.3 58823.3 9234.17 6330.37 28.4252
threshold=524.50200000000007 159.97720000000004 883.10000000000014 218.41500000000005 343.82250000000005 131.25500000000002 7.8769000000000009 1439.8675000000001 1439.8675000000001 1070.9310000000003 0 1078.0535000000002 1392.9450000000004 87.541200000000018 130.34875000000002 119.85550000000002 686.30475000000013 76.315150500000016 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=2 15 8 4 5 6 7 -4 9 10 -1 13 -13 -12 17 16 -2 18 -11
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 14 11 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.33272018679257093 -0.48529397731735596 -1.3997942543029784 0.66352248707884243 2.3673377017974855 -1.0182623885926747 1.1577581154858625 -0.76417246804787564 -0.26019627836015491 -0.71054190709590914 -0.56484302052429747 -0.0017158370439656441 1.4155675738790761 -0.34470102714455647 0.064751387050731329 0.28325753283500671 0.29010568011890758 -0.22143286379261148 -0.36296663570404053 -0.57951338195800783
leaf_weight=106 21 22 38 20 21 27 26 27 25 28 100261 23 23 2794 20 22 36 20 25
leaf_count=106 21 22 38 20 21 27 26 27 25 28 100261 23 23 2794 20 22 36 20 25
internal_value=0 -0.421544 0.000753652 0.349326 0.0589642 0.250674 -0.0184608 0.279824 0.000217258 0.000389271 0.000698686 0.000325026 0.535433 8.62048e-05 -0.342985 -0.149119 -0.318645 -0.514559 -0.571763
internal_weight=0 101 103484 159 139 118 91 65 103325 103300 103207 103101 46 103055 93 79 57 73 53
internal_count=103585 101 103484 159 139 118 91 65 103325 103300 103207 103101 46 103055 93 79 57 73 53
cat_boundaries=0 5
cat_threshold=0 0 4096 134217728 32
is_linear=0
shrinkage=0.01


Tree=530
num_leaves=34
num_cat=4
split_feature=25 0 17 25 6 1 0 2 9 12 7 5 3 6 11 5 25 9 9 12 0 5 6 0 11 2 7 8 25 3 1 5 26
split_gain=191674 178090 915922 425688 644397 276367 279695 209957 144227 159990 241236 307962 149876 141804 141272 139401 133947 754533 117352 109084 92450 208517 198281 87964.5 69189.2 106855 47911.5 33724.7 31400.5 24313 14571.7 7689.07 883.667
threshold=0 413.70875000000007 343.48750000000007 1 3.1373300000000004 210.63000000000002 658.11750000000018 542.8678000000001 407.55349999999999 114.49700000000001 221.43500000000003 52.657000000000004 315.53370000000007 1424.6500000000003 1439.8675000000001 343.26000000000005 2 80.578000000000017 22.156000000000006 522.5150000000001 748.92250000000013 228.21400000000003 276.51600000000002 335.27750000000009 12.098000000000003 40.201125000000005 346.20500000000004 204.81500000000003 3 38.312220000000011 4.1470000000000011 5.0070000000000006 2022.5000000000002
decision_type=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 9 2 2 2 2
left_child=23 8 3 4 5 6 -3 20 13 12 11 -11 24 14 16 -9 17 -2 -6 -18 22 -22 -5 27 26 -26 -10 28 32 30 31 -30 -1
right_child=1 2 -4 7 18 -7 -8 15 9 10 -12 -13 -14 -15 -16 -17 19 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31 -32 -33 -34
leaf_value=-0.050638381984684011 0.072912669474651623 1.4801912431716919 2.1293719971698262 0.047950034783086702 0.25450846672058108 2.2604007301330564 -0.046502801895141603 -1.2913399360293434 -0.093979904651641855 -0.054987870537572439 -0.58404941952654288 1.3897605133056641 -0.96853559430440272 0.68971187454462057 -0.83827754349634054 -0.12479978656768799 0.0013802674645218102 1.9841435505094984 -0.80387779756025834 -0.2544094901902233 -0.015930525160887662 -1.0269405380884806 0.9479793986567745 -0.67226051884312787 -0.19226695640667063 -1.0602425003051759 -0.60767068576812744 -0.52508143470400859 -0.13288365845844666 -0.51085707306861883 -0.38529975084158091 -0.32879745937529065 -0.015838763953855372
leaf_weight=143 1262 30 23 262 20 20 20 21 197 36 28 25 30 30 20 20 100216 21 22 167 136 24 27 31 37 23 20 21 435 20 26 21 149
leaf_count=143 1262 30 23 262 20 20 20 21 197 36 28 25 30 30 20 20 100216 21 22 167 136 24 27 31 37 23 20 21 435 20 26 21 149
internal_value=0 0.00258334 0.170872 0.0960459 0.623677 1.26691 0.869514 -0.0365378 0.00155354 -0.188919 0.184394 0.537122 -0.297143 0.00229509 0.00209228 -0.722296 0.0022576 0.10339 -0.299884 0.000954633 0.0252678 -0.167582 0.132036 -0.147678 -0.224429 -0.524991 -0.141325 -0.129536 -0.119075 -0.165906 -0.155035 -0.141906 -0.0317923
internal_weight=0 102737 625 602 112 70 50 490 102112 396 89 61 307 101716 101686 41 101666 1283 42 100383 449 160 289 846 277 60 217 815 794 502 482 456 292
internal_count=103583 102737 625 602 112 70 50 490 102112 396 89 61 307 101716 101686 41 101666 1283 42 100383 449 160 289 846 277 60 217 815 794 502 482 456 292
cat_boundaries=0 4 8 14 18
cat_threshold=1073741824 0 0 7340064 1049088 0 32 33554432 0 536870912 4096 134381832 262176 1056 0 0 0 2097152
is_linear=0
shrinkage=0.01


Tree=531
num_leaves=24
num_cat=2
split_feature=22 13 25 4 5 2 3 16 7 3 11 7 6 1 4 8 4 6 25 3 22 4 26
split_gain=211817 1.09879e+06 186922 140350 436650 224373 141026 123385 238821 224164 198641 172052 126158 115879 36910.2 33426.1 26126.2 26009.2 28375.5 19256.8 4599.6 4376.47 3110.24
threshold=343.16750000000008 53.557967000000005 0 1085.2750000000003 275.17750000000007 85.961250000000021 1449.0631000000001 362.00600000000003 394.58800000000002 156.38750000000002 675.38900000000001 26.434720000000002 1424.6500000000003 4.402000000000001 5.0070000000000006 204.81500000000003 1468.3681000000001 5.008 1 17.426900000000007 524.87500000000011 257.54600000000011 2022.5000000000002
decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=2 20 14 6 5 16 7 10 9 -9 12 -12 -4 -8 15 17 -5 18 22 -20 -2 -16 -1
right_child=1 -3 3 4 -6 -7 13 8 -10 -11 11 -13 -14 -15 21 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.059474495479038783 -0.15608306589126586 2.5304274211227895 0.0024110105681221339 0.56962504304688555 1.6986564817428589 -0.87091146087646476 0.14926680356264116 -0.18432696584250455 0.71679144134521477 -1.0499399896349226 -0.11697441005852165 -0.88107314762861833 0.61165332720560184 1.1195851507186891 -0.31634576129913333 -0.52597234090169276 0.14514815429161335 -0.39641200961488665 -0.1456613195261785 -0.46280882740020751 -0.34989585677782692 -0.5148105224609375 0.0073026650586574191
leaf_weight=140 25 20 102090 29 20 20 32 206 25 35 82 46 34 20 20 21 29 33 448 20 24 25 139
leaf_count=140 25 20 102090 29 20 20 32 206 25 35 82 46 34 20 20 21 29 33 448 20 24 25 139
internal_value=0 0.555202 0.000959475 0.00218613 0.380442 0.0424384 0.00182494 0.00156085 -0.213532 -0.310038 0.0021204 -0.391572 0.00261384 0.522466 -0.146201 -0.132273 0.357387 -0.121674 -0.109537 -0.155884 -0.251012 -0.426604 -0.0252988
internal_weight=0 69 103514 102668 98 78 102570 102518 266 241 102252 128 102124 52 846 801 58 780 747 468 49 45 279
internal_count=103583 69 103514 102668 98 78 102570 102518 266 241 102252 128 102124 52 846 801 58 780 747 468 49 45 279
cat_boundaries=0 4 8
cat_threshold=1073741824 0 0 7340064 0 0 0 2097152
is_linear=0
shrinkage=0.01


Tree=532
num_leaves=29
num_cat=5
split_feature=22 13 25 24 4 5 2 3 16 11 13 6 9 0 1 4 6 25 0 24 4 24 26 26 22 26 26 26
split_gain=207602 1.07693e+06 183202 189689 137557 427961 219908 138220 120929 194688 135436 123647 120137 233088 113573 83420.7 49003.4 46748.9 40055.1 36067 25606.3 14689.6 85952.8 26090.3 4508.07 2431.46 1593.78 632.805
threshold=343.16750000000008 53.557967000000005 0 1 1085.2750000000003 275.17750000000007 85.961250000000021 1449.0631000000001 362.00600000000003 675.38900000000001 96.53118400000001 1424.6500000000003 523.54700000000014 115.068 4.402000000000001 5.0070000000000006 5.008 2 316.39255000000009 3 1468.3681000000001 4 2022.5000000000002 2022.5000000000002 524.87500000000011 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 1 2 2 2 2 2 2
left_child=2 24 3 15 7 6 20 8 9 11 -11 -4 13 -10 -9 16 21 25 19 27 -6 22 -1 -23 -2 -5 -21 -19
right_child=1 -3 4 17 5 -7 -8 14 12 10 -12 -13 -14 -15 -16 -17 -18 18 -20 26 -22 23 -24 -25 -26 -27 -28 -29
leaf_value=0.55966619707503418 -0.15452224435806275 2.5051232617497443 0.0023869005332521468 -0.38312923219468858 0.56392875983797264 1.6816699962615969 -0.86220234966278075 0.14777408167719841 -0.12436887899935245 -0.23946630046615058 -1.1016647945750844 0.60553679192767429 0.53393648910522462 -0.91383538662658437 1.1083892755508422 -0.42366536386551396 -0.3496697416305542 -0.27536156863382416 -0.5984692131389272 -0.040393840293495027 0.1436966767804376 -0.065948193371295927 0.01120609183465281 0.22822610520479975 -0.3463968998193741 -0.45926447191457642 -0.094163887462918719 -0.31714375972747805
leaf_weight=53 25 20 102090 81 29 20 20 32 200 106 22 34 20 46 20 31 20 73 22 98 29 64 62 57 24 87 126 72
leaf_count=53 25 20 102090 81 29 20 20 32 200 106 22 34 20 46 20 31 20 73 22 98 29 64 62 57 24 87 126 72
internal_value=0 0.54965 0.00094988 -0.144739 0.00216427 0.376638 0.042014 0.00180669 0.00154524 0.00209919 -0.387657 0.00258771 -0.211397 -0.271993 0.517241 0.0640346 0.125593 -0.251168 -0.179365 -0.159238 0.353813 0.16587 0.242857 0.0670855 -0.248502 -0.398817 -0.0676207 -0.277005
internal_weight=0 69 103514 846 102668 98 78 102570 102518 102252 128 102124 266 246 52 287 256 559 391 369 58 236 115 121 49 168 224 145
internal_count=103583 69 103514 846 102668 98 78 102570 102518 102252 128 102124 266 246 52 287 256 559 391 369 58 236 115 121 49 168 224 145
cat_boundaries=0 4 5 6 7 8
cat_threshold=1073741824 0 0 7340064 3840 1073741824 70 768
is_linear=0
shrinkage=0.01


Tree=533
num_leaves=24
num_cat=5
split_feature=22 20 25 24 4 0 3 16 7 3 11 7 6 1 3 4 22 6 25 0 24 24 4
split_gain=203470 610202 179556 185914 134820 315035 135469 118523 233492 218089 190814 167835 121187 111313 86645.7 81760.6 52315.4 48028.2 45818.6 39258 35349.2 14397.3 37.913
threshold=343.16750000000008 10.315000000000003 0 1 1085.2750000000003 112.50100000000002 1449.0631000000001 362.00600000000003 394.58800000000002 156.38750000000002 675.38900000000001 26.434720000000002 1424.6500000000003 4.402000000000001 130.27000000000001 5.0070000000000006 524.87500000000011 5.008 2 316.39255000000009 3 4 1468.3681000000001
decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 1 2
left_child=2 16 3 15 6 14 7 10 9 -9 12 -12 -4 -8 22 17 -2 21 -5 20 -20 -1 -6
right_child=1 -3 4 18 5 -7 13 8 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.24042810688018801 0.23830355043764467 2.0161113014221193 0.0023630313872725415 -0.39482911188950703 0.2674661600178686 1.4585526466369629 0.1462963679432869 -0.18071008955372622 0.71060289154052736 -1.0345129571642193 -0.11256883052245874 -0.86724365628283961 0.59948145445655376 1.0973053770065309 -0.4895286989212036 -0.41942870909167873 -0.41862715634432707 -0.34617304325103759 -0.2742347563774355 -0.59248451926491474 -0.066944504813251329 0.066414674256594128 0.28377989428383965
leaf_weight=115 27 20 102090 168 29 21 32 206 25 35 82 46 34 20 20 31 22 20 145 22 224 121 28
leaf_count=115 27 20 102090 168 29 21 32 206 25 35 82 46 34 20 20 31 22 20 145 22 224 121 28
internal_value=0 0.544154 0.000940382 -0.143292 0.00214262 0.372871 0.00178862 0.00152979 -0.209283 -0.304706 0.0020782 -0.38378 0.00256183 0.512069 0.0767764 0.0633942 -0.0566449 0.124337 -0.248657 -0.177571 -0.157646 0.164211 0.27548
internal_weight=0 69 103514 846 102668 98 102570 102518 266 241 102252 128 102124 52 77 287 49 256 559 391 369 236 57
internal_count=103583 69 103514 846 102668 98 102570 102518 266 241 102252 128 102124 52 77 287 49 256 559 391 369 236 57
cat_boundaries=0 4 5 6 7 8
cat_threshold=1073741824 0 0 7340064 3840 1073741824 70 768
is_linear=0
shrinkage=0.01


Tree=534
num_leaves=26
num_cat=4
split_feature=25 4 2 8 7 3 11 26 25 2 25 8 8 8 26 4 8 4 6 25 26 3 1 4 26
split_gain=176989 220587 1.10556e+06 174857 240018 151629 108654 101455 526380 592063 307578 248905 216913 165392 45820.3 34964.8 32641.4 25740 24812 27274.5 22041 19040.2 14517.2 4298.78 3021.95
threshold=0 891.77550000000008 440.02900000000005 117.70800000000001 35.993500000000012 1449.0631000000001 1439.8675000000001 2022.5000000000002 1 1070.9310000000003 2 901.21050000000014 225.65850000000003 225.65850000000003 2022.5000000000002 5.0070000000000006 204.81500000000003 1085.2750000000003 5.008 3 2022.5000000000002 17.426900000000007 4.1470000000000011 257.54600000000011 2022.5000000000002
decision_type=9 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=15 5 3 4 17 6 7 8 9 -2 13 -12 -10 -9 -7 16 18 -3 19 24 -19 22 -21 -17 -1
right_child=1 2 -4 -5 -6 14 -8 10 12 -11 11 -13 -14 -15 -16 23 -18 20 -20 21 -22 -23 -24 -25 -26
leaf_value=-0.05718226991380964 0.12333219043617173 -0.18201144283468071 2.5754821100234984 0.89605070328712455 -1.1091304378509521 0.21931328079917214 -0.62118245128010008 -0.071917858310931712 0.0021774664352200738 1.8490913448333739 -0.0014042501436410161 0.90975511356194816 0.39359738667246319 -0.30270863475178827 0.83411319379453308 -0.3055427098274231 -0.51739892142159594 0.42334515145846774 -0.38621482097741328 -0.12796454199061674 0.041888733488140685 -0.45656582492589948 -0.38590685305388078 -0.50223803176879889 0.0086402507137051596
leaf_weight=140 3302 22 20 20 20 22 28 3818 47811 20 47056 30 142 338 27 20 21 28 33 425 33 20 23 25 139
leaf_count=140 3302 22 20 20 20 22 28 3818 47811 20 47056 30 142 338 27 20 21 28 33 425 33 20 23 25 139
internal_value=0 0.00248155 0.394964 0.0404077 -0.125737 0.00193473 0.00166898 0.0018391 0.011784 0.133321 -0.00811217 -0.000823546 0.00333586 -0.09047 0.558081 -0.141909 -0.128348 0.111226 -0.117874 -0.10602 0.216983 -0.151448 -0.141207 -0.414818 -0.0235451
internal_weight=0 102737 143 123 103 102594 102545 102517 51275 3322 51242 47086 47953 4156 49 846 801 83 780 747 61 468 448 45 279
internal_count=103583 102737 143 123 103 102594 102545 102517 51275 3322 51242 47086 47953 4156 49 846 801 83 780 747 61 468 448 45 279
cat_boundaries=0 4 10 15 19
cat_threshold=1073741824 0 0 7340064 1081344 536871042 128 167936010 16 32 1081472 545259522 640 33690122 16386 0 0 0 2097152
is_linear=0
shrinkage=0.01


Tree=535
num_leaves=15
num_cat=2
split_feature=6 25 12 0 5 4 0 17 24 4 14 26 10 26
split_gain=328427 184746 117944 115197 343759 425664 234922 165146 110293 107638 91004 77657.2 53853.5 684.451
threshold=1424.6500000000003 0 1392.9450000000004 883.10000000000014 370.38000000000005 27.155175000000003 1438.4900000000002 808.93715250000014 1 1468.3681000000001 678.01075000000003 2022.5000000000002 8.1012500000000021 2022.5000000000002
decision_type=2 9 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 8 3 7 5 6 -5 9 11 10 -3 -1 -9 -10
right_child=-2 2 -4 4 -6 -7 -8 12 13 -11 -12 -13 -14 -15
leaf_value=0.26123653016000425 -0.86621787114576865 -0.0018678193523529768 -0.62832722214857739 0.068860162482864556 1.4856898126602172 -0.84796236399057745 0.97238326937653297 -0.31406485714410481 -0.44921532940220188 0.54533565097384984 0.28856511575204358 -0.2853821148591883 -0.95514770030975349 -0.4923724508122222
leaf_weight=53 44 102990 30 87 20 37 43 38 74 36 108 51 20 73
leaf_count=53 44 102990 30 87 20 37 43 38 74 36 108 51 20 73
internal_value=0 -0.0020761 -0.0014051 -0.00122331 0.246751 0.0983755 0.367718 -0.00167268 -0.267793 -0.00137268 -0.00156358 -0.00621888 -0.535128 -0.44067
internal_weight=0 103660 103409 103379 187 167 130 103192 251 103134 103098 104 58 147
internal_count=103704 103660 103409 103379 187 167 130 103192 251 103134 103098 104 58 147
cat_boundaries=0 1 2
cat_threshold=1073741824 932
is_linear=0
shrinkage=0.01


Tree=536
num_leaves=21
num_cat=1
split_feature=6 2 13 6 2 26 26 2 24 0 8 0 2 8 0 5 7 7 8 13
split_gain=321891 141584 146279 213716 103821 339615 133449 102172 94160 213314 200206 165251 245196 133389 128781 89879.2 67401.6 12659.3 9496.91 1175.22
threshold=1424.6500000000003 1070.9310000000003 619.25400000000013 183.56850000000003 1439.8675000000001 2022.5000000000002 2022.5000000000002 123.28700000000002 0 883.10000000000014 1117.4100000000001 883.10000000000014 261.97000000000008 455.79000000000002 658.11750000000018 326.45950000000005 9.2450000000000028 0.45700000000000007 22.156000000000006 796.68750000000011
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 7 5 -3 -6 18 9 13 11 14 -13 15 -10 -1 -12 -15 19 -4
right_child=-2 4 3 -5 6 -7 -8 -9 10 -11 16 12 -14 17 -16 -17 -18 -19 -20 -21
leaf_value=-0.018378893643990021 -0.85755568753589284 1.5922968623949134 -0.12328150868415833 -0.98885611719555333 -0.57090240115211122 0.018939941911136401 0.52065918296575542 0.54672096824645999 0.0017407631785523795 -0.81459682043860937 0.29499889373779298 0.17008491325378419 1.3378855850583031 -0.72646951953570049 -0.37259793810222464 -0.28858177585947903 1.0059927984078725 -0.38581782767176626 -0.43167284647623694 -0.21541028793983991
leaf_weight=17075 44 23 20 36 21 34 24 20 85847 34 30 125 21 24 92 124 24 20 21 45
leaf_count=17075 44 23 20 36 21 34 24 20 85847 34 30 125 21 24 92 124 24 20 21 45
internal_value=0 -0.00205534 -0.00242212 -0.323159 0.37033 0.653803 0.0112638 -0.0970736 -0.00198172 -0.0232806 0.00229266 0.00191109 0.338056 -0.0217338 0.00134002 -0.020327 0.610996 -0.571628 -0.246793 -0.187063
internal_weight=0 103660 103558 142 102 57 45 106 103416 17277 86139 86085 146 17243 85939 17199 54 44 86 65
internal_count=103704 103660 103558 142 102 57 45 106 103416 17277 86139 86085 146 17243 85939 17199 54 44 86 65
cat_boundaries=0 1
cat_threshold=136
is_linear=0
shrinkage=0.01


Tree=537
num_leaves=17
num_cat=1
split_feature=6 22 2 13 6 24 4 16 14 11 11 2 2 26 26 14
split_gain=315485 141558 163833 118017 175472 93183.6 144236 367257 127075 108870 109906 90685 79254.9 332856 147665 8138.56
threshold=1424.6500000000003 524.87500000000011 1070.9310000000003 619.25400000000013 165.29860000000002 0 77.982250000000008 631.17300000000012 678.01075000000003 620.32400000000007 337.65000000000003 79.975000000000023 1439.8675000000001 2022.5000000000002 2022.5000000000002 23.091000000000005
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 9 8 -8 -7 10 -1 15 13 -4 -14 -5
right_child=-2 -3 12 4 -6 6 7 -9 -10 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.02343063560162259 -0.84898012144999069 -0.63789276259286065 1.5763738972207777 -0.15986968724743317 -0.86258626033098273 -0.00025583668525207607 0.063170995994714041 1.3321423599901407 0.44550993576645853 -0.76039580368995674 0.48276492041210795 0.53087447309494018 -0.54980586981773383 0.018750566875233372 0.62507716313652373 -0.38630204937674784
leaf_weight=17211 44 35 23 57 39 83309 2717 23 64 20 43 20 20 34 23 22
leaf_count=17211 44 35 23 57 39 83309 2717 23 64 20 43 20 20 34 23 22
internal_value=0 -0.00203478 -0.00182002 -0.00221081 -0.294454 -0.00182073 0.00243227 0.0738229 8.63485e-05 -0.0230105 -0.0221691 -0.0706437 0.402748 0.647265 0.0786199 -0.222927
internal_weight=0 103660 103625 103525 138 103387 86113 2740 83373 17274 17254 99 100 57 43 79
internal_count=103704 103660 103625 103525 138 103387 86113 2740 83373 17274 17254 99 100 57 43 79
cat_boundaries=0 1
cat_threshold=136
is_linear=0
shrinkage=0.01


Tree=538
num_leaves=17
num_cat=1
split_feature=6 22 2 13 6 24 0 0 2 4 5 3 2 26 26 14
split_gain=309207 138741 160573 115669 171980 91329.2 208971 188830 394669 128676 97181.5 89866.6 77677.8 326232 144727 8628.5
threshold=1424.6500000000003 524.87500000000011 1070.9310000000003 619.25400000000013 165.29860000000002 0 883.10000000000014 883.10000000000014 272.24748000000005 77.982250000000008 483.06600000000009 66.827500000000015 1439.8675000000001 2022.5000000000002 2022.5000000000002 8.3520000000000021
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 6 10 9 -9 -7 -1 15 13 -4 -14 -5
right_child=-2 -3 12 4 -6 7 -8 8 -10 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.019754931259733668 -0.84049032972617588 -0.63151384244646347 1.5606102354630182 -0.16068402699494766 -0.85396038801242147 -0.00041353254756392946 -0.80599979092093077 0.15517025083303451 1.6656939449310304 0.069605990346617366 -0.39854241199353163 0.52886026501655581 -0.54430779743194579 0.01856304491267485 0.61882637137952057 -0.40103189559280872
leaf_weight=17172 44 35 23 59 39 83255 34 128 20 2710 68 20 20 34 23 20
leaf_count=17172 44 35 23 59 39 83255 34 128 20 2710 68 20 20 34 23 20
internal_value=0 -0.00201444 -0.00180182 -0.0021887 -0.291509 -0.00180252 -0.0227804 0.00240794 0.359295 0.00179379 -0.021249 -0.0699373 0.39872 0.640793 0.0778337 -0.221532
internal_weight=0 103660 103625 103525 138 103387 17274 86113 148 85965 17240 99 100 57 43 79
internal_count=103704 103660 103625 103525 138 103387 17274 86113 148 85965 17240 99 100 57 43 79
cat_boundaries=0 1
cat_threshold=136
is_linear=0
shrinkage=0.01


Tree=539
num_leaves=18
num_cat=6
split_feature=6 25 2 22 24 25 24 8 2 26 2 26 26 25 26 24 26
split_gain=303054 181320 143250 109114 108054 89513.4 1.26585e+06 112656 559773 91159.2 87601.5 319740 135060 79837.3 76232.2 72694.6 697.382
threshold=1424.6500000000003 0 1070.9310000000003 524.87500000000011 1 2 3 1117.4100000000001 83.805000000000021 2022.5000000000002 1439.8675000000001 2022.5000000000002 2022.5000000000002 4 2022.5000000000002 5 2022.5000000000002
decision_type=2 9 2 2 1 9 1 2 2 2 2 2 2 9 2 1 2
left_child=1 4 3 5 14 6 9 13 -9 -3 11 -4 -12 -7 -1 -8 -6
right_child=-2 2 10 -5 16 7 15 8 -10 -11 12 -13 -14 -15 -16 -17 -18
leaf_value=0.25867048605433052 -0.83208542501723226 1.3358454581229919 1.5450041331415592 -0.57662079941142685 -0.44440717529606177 -0.026092502332742313 0.030969672967459411 1.1140335733890534 -0.93494173336029052 0.77923494270869664 -0.55982788085937496 0.018377409121569467 0.58840483710879365 0.00088165845008465694 -0.28290991918713437 -0.27321180308013537 -0.48797006438856261
leaf_weight=53 44 62 23 33 74 12481 121 40 20 56 20 34 21 90267 51 231 73
leaf_count=53 44 62 23 33 74 12481 121 40 20 56 20 34 21 90267 51 231 73
internal_value=0 -0.00199429 -0.00132956 -0.00169219 -0.265237 -0.00150848 0.134734 -0.00214423 0.431042 0.987965 0.380815 0.634385 0.0282913 -0.0023974 -0.00630588 -0.170682 -0.436356
internal_weight=0 103660 103409 103311 251 103278 470 102808 60 118 98 57 41 102748 104 352 147
internal_count=103704 103660 103409 103311 251 103278 470 102808 60 118 98 57 41 102748 104 352 147
cat_boundaries=0 1 2 7 8 14 15
cat_threshold=1073741824 932 0 536870912 4096 134348800 32 1090 672301122 134570112 553911172 608198656 2148289536 128 2561
is_linear=0
shrinkage=0.01


Tree=540
num_leaves=31
num_cat=4
split_feature=8 2 2 12 6 1 0 2 7 24 16 7 5 6 5 0 8 25 24 6 1 26 0 6 25 8 0 8 1 26
split_gain=149245 187275 156472 1.86209e+06 399673 131292 252422 213240 82176.8 326593 172083 161464 176364 170439 149285 118555 102400 93737.4 325182 106403 69694 108017 78612 67796.2 58897 58744.3 51245.1 44564.1 19718.2 15513
threshold=1117.4100000000001 101.31180000000002 883.10000000000014 166.70600000000002 78.017800000000008 226.32900000000004 2.5072500000000004 1439.8675000000001 522.5150000000001 0 4.1528 394.58800000000002 62.172000000000004 68.153000000000006 78.483250000000012 40.255800000000001 198.35000000000005 1 2 328.43000000000001 1439.8675000000001 2022.5000000000002 1438.4900000000002 214.91000000000003 3 1468.3681000000001 127.30050000000001 172.50050000000002 78.098632500000022 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 1 2 2 2 2 2 9 2 2 2 2 2
left_child=2 25 8 4 5 6 7 -4 11 10 27 17 15 -14 16 23 29 18 24 -20 22 -22 -19 -13 -1 -2 -16 28 -10 -11
right_child=1 -3 3 -5 -6 -7 -8 -9 9 14 -12 12 13 -15 26 -17 -18 20 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.29817690935730934 0.1718818678855896 -1.2185209543054754 0.67757625551450817 3.0119776890494609 -1.4342365538179873 0.83541979598999028 -1.0202813502720425 -0.4614990287356906 0.046467732088906422 0.066389011786534238 1.0729762022495271 0.15247640472568877 1.4708026547865436 0.26395585622787476 -1.2451377850312453 -0.40386545723134826 -0.91341310767900386 -0.00096481436788122118 0.25126197107253029 -0.45607632810419257 -0.15493387222290039 0.83104465980529785 0.46005794306059145 0.80963149738311768 -0.028987841483874198 -0.47754420344646165 -0.58937216585332697 0.46942487239837649 -0.30956571912765507 -0.22022613159124402
leaf_weight=150 30 22 42 22 20 20 21 27 70 26 20 73 22 25 26 33 21 101834 638 22 20 25 37 20 185 26 22 22 20 69
leaf_count=150 30 22 42 22 20 20 21 27 70 26 20 73 22 25 26 33 21 101834 638 22 20 25 37 20 185 26 22 22 20 69
internal_value=0 -0.436758 0.000830931 0.321441 -0.133881 0.102547 -0.0603131 0.231851 0.000359537 -0.166022 0.203157 0.000837294 0.306083 0.828863 -0.448224 0.111078 -0.281476 0.000324156 0.0964284 0.224286 -0.000623505 0.392832 -0.000797369 0.2938 -0.154669 -0.129637 -0.944579 0.0659712 -0.0326508 -0.141784
internal_weight=0 78 103532 152 130 110 90 69 103380 296 132 103084 173 47 164 126 116 102911 995 660 101916 45 101871 93 335 56 48 112 90 95
internal_count=103610 78 103532 152 130 110 90 69 103380 296 132 103084 173 47 164 126 116 102911 995 660 101916 45 101871 93 335 56 48 112 90 95
cat_boundaries=0 1 5 6 8
cat_threshold=1332 1073741824 536870914 4096 135397384 564 1073741824 536870912
is_linear=0
shrinkage=0.01


Tree=541
num_leaves=26
num_cat=3
split_feature=8 2 2 12 6 1 19 6 2 5 10 9 25 24 10 7 3 16 10 2 8 13 12 25 16
split_gain=146275 183548 153358 1.82504e+06 391720 128679 97794.2 312327 91292.7 88975.9 100548 80012.8 79413.6 377582 147861 127074 78879 96625.1 83839.2 78466.1 57575.3 37494 36579.9 36531.1 26203.9
threshold=1117.4100000000001 101.31180000000002 883.10000000000014 166.70600000000002 78.017800000000008 226.32900000000004 166.33925000000002 152.16750000000005 1439.8675000000001 78.483250000000012 63.596000000000011 157.57500000000002 0 1 17.429400000000005 5.008 1449.0631000000001 1107.6734000000001 426.12125000000009 1070.9310000000003 1468.3681000000001 112.43850000000002 4.3062000000000014 2 247.80448000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2
left_child=2 20 6 4 5 8 12 9 19 21 -11 -9 13 23 15 -15 17 18 -14 -4 -2 24 -23 -1 -8
right_child=1 -3 3 -5 -6 -7 7 11 -10 10 -12 -13 16 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=-0.29470269133404986 0.17016305732727052 -1.2063357223163953 -0.26924451510111491 2.9818579079888083 -1.4198942037820816 0.82706556320190427 -0.11310036051322811 -0.52084847450256344 -0.49909157514572144 0.83423902874407563 -0.1352495726943016 -1.2796959567070008 -0.00039385684223699265 0.29473290759504139 -0.50802339187035195 -0.34267242641159984 0.46173990765133421 -0.55827561839934325 0.16511058328448755 0.47313734545026509 -0.47276875220812287 -0.085123492846122153 0.48372765189781791 -0.073440322173269165 -0.4363007228715079
leaf_weight=154 30 22 24 22 20 20 241 33 31 23 20 24 101598 599 26 33 37 31 307 35 26 26 20 180 28
leaf_count=154 30 22 24 22 20 20 241 33 31 23 20 24 101598 599 26 33 37 31 307 35 26 26 20 180 28
internal_value=0 -0.432391 0.000822306 0.318226 -0.132542 0.101522 0.000355625 -0.152844 -0.05971 -0.0433792 0.383314 -0.840363 0.000973098 0.0895642 0.227587 0.261451 0.000102485 -6.50669e-05 0.000104743 0.171152 -0.128341 -0.101626 0.162203 -0.181061 -0.146742
internal_weight=0 78 103532 152 130 110 103380 415 90 358 43 57 102965 992 658 632 101973 101936 101905 59 56 315 46 334 269
internal_count=103610 78 103532 152 130 110 103380 415 90 358 43 57 102965 992 658 632 101973 101936 101905 59 56 315 46 334 269
cat_boundaries=0 4 5 7
cat_threshold=1073741824 536870914 4096 1179656 564 1073741824 536870912
is_linear=0
shrinkage=0.01


Tree=542
num_leaves=17
num_cat=0
split_feature=11 10 22 2 1 2 7 0 2 9 8 12 8 2 26 2
split_gain=172020 630642 148359 115851 234510 180620 368095 225761 167309 82939.2 100554 161089 72376.7 72972.2 23063.9 76683.1
threshold=1092.2834 77.165362500000015 524.87500000000011 1070.9310000000003 242.38250000000002 542.8678000000001 483.06600000000009 658.11750000000018 597.17782000000011 792.15000000000009 180.80750000000003 0.8135 1468.3681000000001 364.96250000000003 2022.5000000000002 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 14 9 7 8 -7 12 11 -11 13 -1 -5 -16
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13 -14 -15 15 -17
leaf_value=0.00071110766048807276 -0.18915909141302109 1.9856550464630127 -0.63292859322315942 0.31009074926376345 1.3081527194976805 -0.77874431371688846 -1.5674845085144042 0.83508538200741722 -0.10422437333496365 -0.31116736467570477 -0.75096516316936857 0.70180475497245798 -0.49845900979535329 0.15033309446471183 -0.44132629071672763 0.34254092033092792
leaf_weight=102674 40 20 37 32 20 47 20 21 169 73 31 20 29 327 24 26
leaf_count=102674 40 20 37 32 20 47 20 21 169 73 31 20 29 327 24 26
internal_value=0 0.535779 0.000180694 0.000406995 0.337257 7.4741e-05 -0.2647 -0.15476 -0.250995 0.000734405 -0.257734 -0.0933239 0.00104548 0.00118612 0.100453 -0.0337153
internal_weight=0 60 103550 103513 102 103411 257 237 216 103154 124 93 103030 103001 82 50
internal_count=103610 60 103550 103513 102 103411 257 237 216 103154 124 93 103030 103001 82 50
is_linear=0
shrinkage=0.01


Tree=543
num_leaves=16
num_cat=0
split_feature=11 10 22 4 26 2 1 3 2 6 3 4 3 2 26
split_gain=168596 618092 145407 117486 246219 166897 332793 153090 136109 409279 321505 93051.4 135606 102508 60396.1
threshold=1092.2834 77.165362500000015 524.87500000000011 1468.3681000000001 2022.5000000000002 1070.9310000000003 226.32900000000004 8.3370000000000015 542.8678000000001 421.77600000000007 335.00670000000008 891.77550000000008 53.872267500000007 364.96250000000003 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 8 7 14 11 10 -10 13 -13 -1 -7
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=0.00051326311815480801 -0.18726750695705413 1.9657984037399292 -0.62659931144198855 0.31656193161010743 -1.1720504585266114 0.82739800995046442 1.5627217025756834 -0.50991490033956677 -0.25355561818207167 -1.2887322056293489 0.75822130680084232 -0.66004956984052476 0.12327860465416542 0.17757868991392414 0.14676163487136365
leaf_weight=102699 40 20 37 20 25 22 20 26 181 32 38 51 39 328 32
leaf_count=102699 40 20 37 20 25 22 20 26 181 32 38 51 39 328 32
internal_value=0 0.530421 0.000178887 0.000402924 -0.510445 0.000625101 0.408958 0.120517 0.000230073 -0.232353 -0.0779962 0.00079621 -0.320607 0.00107697 0.424058
internal_weight=0 60 103550 103513 45 103468 100 80 103368 251 219 103117 90 103027 54
internal_count=103610 60 103550 103513 45 103468 100 80 103368 251 219 103117 90 103027 54
is_linear=0
shrinkage=0.01


Tree=544
num_leaves=16
num_cat=0
split_feature=11 10 22 4 26 2 1 3 2 6 3 4 3 2 26
split_gain=165241 605792 142513 115148 241319 163576 326170 150043 133400 401134 315107 91199.7 132908 100468 59194.2
threshold=1092.2834 77.165362500000015 524.87500000000011 1468.3681000000001 2022.5000000000002 1070.9310000000003 226.32900000000004 8.3370000000000015 542.8678000000001 421.77600000000007 335.00670000000008 891.77550000000008 53.872267500000007 364.96250000000003 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 8 7 14 11 10 -10 13 -13 -1 -7
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=0.00050813050292787152 -0.1853948267698288 1.9461405358314514 -0.62033331651945378 0.31339631652832034 -1.1603299655914308 0.81912392746318474 1.5470944595336915 -0.50481574535369877 -0.25102006159023027 -1.2758448866009713 0.75063912002663868 -0.65344907508176919 0.12204582874591534 0.17580291331541248 0.14529402315616607
leaf_weight=102699 40 20 37 20 25 22 20 26 181 32 38 51 39 328 32
leaf_count=102699 40 20 37 20 25 22 20 26 181 32 38 51 39 328 32
internal_value=0 0.525117 0.000177098 0.000398895 -0.505341 0.00061885 0.404868 0.119312 0.000227772 -0.230029 -0.0772162 0.000788248 -0.317401 0.0010662 0.419817
internal_weight=0 60 103550 103513 45 103468 100 80 103368 251 219 103117 90 103027 54
internal_count=103610 60 103550 103513 45 103468 100 80 103368 251 219 103117 90 103027 54
is_linear=0
shrinkage=0.01


Tree=545
num_leaves=17
num_cat=1
split_feature=22 3 4 3 2 2 2 0 25 9 1 0 26 1 4 26
split_gain=252437 231442 136097 101456 106072 332853 141938 368777 116541 82904.3 75385.2 73772.5 49268.2 46339 33023.5 2691.64
threshold=521.77697000000012 1449.0631000000001 891.77550000000008 1077.3535000000002 1070.9310000000003 1439.8675000000001 658.86750000000018 413.70875000000007 0 40.402000000000008 7.8769000000000009 88.222240000000014 2022.5000000000002 23.813300000000002 7.8873450000000007 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=1 2 3 4 6 10 8 -8 -1 11 -6 13 -7 15 -3 -4
right_child=-2 14 9 -5 5 12 7 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.057640165865281298 0.81488674646929693 0.95898662109374999 -0.54364715402776553 -0.49160087085905529 1.2778369943912213 0.091264582588559101 -0.10590130178689958 -1.5380676850818453 -0.0018460998481510491 0.14400766166051229 0.49189475764398993 -0.99853006505966191 -0.55996807942023641 0.097410011768341076 0.41381555747985843 -0.40710621981393724
leaf_weight=3396 38 25 22 42 26 21 125 21 99626 30 23 20 26 20 20 42
leaf_count=3396 38 25 22 42 26 21 125 21 99626 30 23 20 26 20 20 42
internal_value=0 -0.000313235 -0.000625155 -0.000212042 -1.21819e-05 0.332237 -0.000321347 -0.311898 0.000120211 -0.319111 0.908925 -0.452703 -0.268992 -0.322744 0.716688 -0.454042
internal_weight=0 103485 103440 103306 103264 96 103168 146 103022 134 49 104 47 84 45 64
internal_count=103523 103485 103440 103306 103264 96 103168 146 103022 134 49 104 47 84 45 64
cat_boundaries=0 4
cat_threshold=1073774592 536870912 4224 6422824
is_linear=0
shrinkage=0.01


Tree=546
num_leaves=12
num_cat=0
split_feature=22 3 12 12 4 14 9 17 0 1 4
split_gain=247413 226836 153235 296768 179350 168784 127853 166950 101663 86954 32366.3
threshold=521.77697000000012 1449.0631000000001 1392.9450000000004 1078.0535000000002 891.77550000000008 36.721200000000003 340.35000000000008 284.54000000000008 1438.4900000000002 23.813300000000002 7.8873450000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 9 8 -8 -1 -6 -3
right_child=-2 10 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.0007973942398236748 0.80673784532045067 0.94939675750732422 -0.74029478319521458 0.97785984900689904 -0.39722008720824592 -1.1686673526330429 -0.19443178666537664 0.51865948322841104 -0.46439533781498038 0.21118781173930448 0.40967740917205808
leaf_weight=102637 38 25 28 31 76 22 530 35 47 34 20
leaf_count=102637 38 25 28 31 76 22 530 35 47 34 20
internal_value=0 -0.000310048 -0.00061885 -0.000418574 -0.000711922 -0.369084 -0.000240973 -0.150258 0.000584469 -0.209167 0.709521
internal_weight=0 103485 103440 103412 103381 132 103249 565 102684 110 45
internal_count=103523 103485 103440 103412 103381 132 103249 565 102684 110 45
is_linear=0
shrinkage=0.01


Tree=547
num_leaves=12
num_cat=1
split_feature=22 3 12 12 4 8 9 16 25 10 4
split_gain=242490 222322 150186 290862 175781 187364 125309 218870 156935 93847.5 31722.2
threshold=521.77697000000012 1449.0631000000001 1392.9450000000004 1078.0535000000002 891.77550000000008 145.75200000000004 340.35000000000008 276.75750000000005 0 63.596000000000011 7.8873450000000007
decision_type=2 2 2 2 2 2 2 2 9 2 2
left_child=1 2 3 4 6 9 8 -8 -1 -6 -3
right_child=-2 10 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.074593227868401807 0.79867050547348828 0.93990281143188481 -0.73289183779486589 0.96808125772783837 -0.38963412601014846 0.52616731691360474 -0.20595279251774076 0.52851357080719685 -0.0014859923936182487 -1.1454420129060745 0.4055806255340576
leaf_weight=2777 38 25 28 31 92 20 521 44 99907 20 20
leaf_count=2777 38 25 28 31 92 20 521 44 99907 20 20
internal_value=0 -0.000306948 -0.000612661 -0.000414388 -0.000704803 -0.365393 -0.000238563 -0.148755 0.000578624 -0.5246 0.702426
internal_weight=0 103485 103440 103412 103381 132 103249 565 102684 112 45
internal_count=103523 103485 103440 103412 103381 132 103249 565 102684 112 45
cat_boundaries=0 4
cat_threshold=1073774592 536870912 4096 4325672
is_linear=0
shrinkage=0.01


Tree=548
num_leaves=15
num_cat=1
split_feature=22 12 12 4 8 2 2 26 9 25 16 5 1 26
split_gain=237664 155182 256230 188166 205047 130696 344186 249702 148769 165272 140812 90527.8 73774.4 48189.2
threshold=521.77697000000012 1392.9450000000004 1078.0535000000002 891.77550000000008 166.61000000000004 1070.9310000000003 1439.8675000000001 2022.5000000000002 367.7580000000001 0 276.75750000000005 254.50300000000001 23.813300000000002 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 2 3 5 11 8 7 -7 9 -1 -10 12 -5 -8
right_child=-2 -3 -4 4 -6 6 13 -9 10 -11 -12 -13 -14 -15
leaf_value=0.076499168832562733 0.79068381259315901 -0.73171269554516372 0.89459084272384648 -0.55965974082265579 0.55906159996986393 1.7908930778503418 0.090223099617731006 0.38272933875813203 -0.2237916599204143 -0.0015335771275018565 0.41012515519794668 -1.1149727778001266 0.10421538092873313 -0.5538384399964259
leaf_weight=2780 38 29 32 70 20 20 21 34 450 99921 38 22 22 26
leaf_count=2780 38 29 32 70 20 20 21 34 450 99921 38 22 22 26
internal_value=0 -0.000303808 -9.87847e-05 -0.000375607 -0.374863 0.000110222 0.359659 0.904271 -0.000241699 0.000585981 -0.174429 -0.538709 -0.400907 -0.266066
internal_weight=0 103485 103456 103424 134 103290 101 54 103189 102701 488 114 92 47
internal_count=103523 103485 103456 103424 134 103290 101 54 103189 102701 488 114 92 47
cat_boundaries=0 4
cat_threshold=1073774592 536870912 4096 4325672
is_linear=0
shrinkage=0.01


Tree=549
num_leaves=12
num_cat=2
split_feature=22 3 12 12 4 8 9 25 25 10 4
split_gain=232934 217572 144242 279778 168714 179995 120355 150613 132991 91700.9 30946.8
threshold=521.77697000000012 1449.0631000000001 1392.9450000000004 1078.0535000000002 891.77550000000008 145.75200000000004 340.35000000000008 0 1 63.596000000000011 7.8873450000000007
decision_type=2 2 2 2 2 2 2 9 9 2 2
left_child=1 2 3 4 6 9 7 -1 -8 -6 -3
right_child=-2 10 -4 -5 5 -7 8 -9 -10 -11 -12
leaf_value=0.073072377871153893 0.78277696283240061 0.92944146499633795 -0.71824578979185649 0.94945450136738441 -0.3806068375317947 0.51587442398071293 -0.32051195076810635 -0.0014586052764905847 -0.010396046532993823 -1.1277208973765374 0.4016906394958496
leaf_weight=2777 38 25 28 31 92 20 236 99907 329 20 20
leaf_count=2777 38 25 28 31 92 20 236 99907 329 20 20
internal_value=0 -0.000300697 -0.000603127 -0.000408817 -0.000693645 -0.357975 -0.000236873 0.000563995 -0.145788 -0.51402 0.694886
internal_weight=0 103485 103440 103412 103381 132 103249 102684 565 112 45
internal_count=103523 103485 103440 103412 103381 132 103249 102684 565 112 45
cat_boundaries=0 4 10
cat_threshold=1073774592 536870912 4096 4325672 32768 536870912 32 33554432 0 8192
is_linear=0
shrinkage=0.01


Tree=550
num_leaves=36
num_cat=8
split_feature=11 25 26 6 6 7 7 25 24 1 15 25 24 9 25 1 8 7 9 3 14 10 6 25 1 0 0 0 11 5 8 9 24 14 14
split_gain=150229 116278 269053 670477 312952 333025 527584 329795 658364 288846 259952 259110 339292 240822 196630 190242 132606 408674 257401 227423 146010 140255 805358 117623 259580 108470 90324.6 80343 71377.9 53294.3 49772.5 49639.8 49211.9 12208.6 989.473
threshold=1439.8675000000001 0 2022.5000000000002 763.68025000000011 606.07650000000001 394.58800000000002 483.06600000000009 1 2 169.65250000000003 124.33250000000002 3 4 218.32500000000002 5 285.35875000000004 551.49600000000009 8.7137500000000028 72.928250000000006 5.8540000000000019 487.03600000000012 522.5150000000001 200.23362600000004 6 661.33164000000011 748.92250000000013 162.49250000000004 206.37168000000005 44.682000000000009 29.441209500000003 901.21050000000014 52.389000000000003 7 678.01075000000003 920.44288200000017
decision_type=2 9 2 2 2 2 2 9 1 2 2 9 1 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2
left_child=1 2 3 11 5 7 -7 8 -4 31 -8 12 15 -14 -9 -1 20 18 30 -19 21 23 29 24 -3 -25 32 -28 33 -23 -18 -6 -13 -22 -35
right_child=-2 16 4 -5 9 6 10 14 -10 -11 -12 26 13 -15 -16 -17 17 19 -20 -21 28 22 -24 25 -26 -27 27 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.36840085828095226 0.68630749128758906 -0.042598340709460898 0.76627332552017702 1.6822070283156174 -0.074047229239281184 1.669208654535228 -0.10844791467270154 -0.1317646816467074 -0.0055795223760132743 -1.5116926353454592 0.95486569066201488 -0.047351313488881878 0.084953588715158332 -0.85097053936549605 0.00035739441290767271 -0.32399739606039868 -0.22058954811096193 1.7313127878805004 0.75997258453369143 0.38138601816617523 -0.12047167947353876 0.056626370441482728 1.9790654387076698 -1.9205610254833537e-05 -0.86139728912940405 -0.38048357431093854 0.78006129052903916 0.13792251328059604 -0.85855240692263068 -0.51842262744903567 -0.79662466183304792 -0.65885182925633023 0.034793948756816774 -0.30201159874598188 -0.39600402911504112
leaf_weight=719 32 5360 145 26 47 29 89 1730 394 25 31 1094 1517 28 3204 42 40 24 25 26 46 83 24 86143 39 75 27 70 23 20 24 21 2140 21 24
leaf_count=719 32 5360 145 26 47 29 89 1730 394 25 31 1094 1517 28 3204 42 40 24 25 26 46 83 24 86143 39 75 27 70 23 20 24 21 2140 21 24
internal_value=0 0.00102592 0.0311686 0.0800467 -0.0172102 -0.00769257 0.458765 -0.0203917 0.212237 -0.592564 0.166241 0.0726569 0.153851 0.0675546 -0.0461412 0.325904 -0.00270516 0.30593 -0.100486 1.02935 -0.00317248 -0.00272806 0.329363 -0.00318841 -0.0484233 -0.000350126 0.0159376 0.316662 -0.360831 -0.0550336 -0.436603 -0.254649 0.00696696 -0.235033 -0.352141
internal_weight=0 103375 11378 5663 5715 5622 149 5473 539 93 120 5637 2306 1545 4934 761 91997 139 89 50 91858 91744 127 91617 5399 86218 3331 97 114 103 64 68 3234 91 45
internal_count=103407 103375 11378 5663 5715 5622 149 5473 539 93 120 5637 2306 1545 4934 761 91997 139 89 50 91858 91744 127 91617 5399 86218 3331 97 114 103 64 68 3234 91 45
cat_boundaries=0 6 12 13 18 19 23 29 30
cat_threshold=1073774848 536871554 65552 173248552 1342709808 1024 1073742080 536870912 0 5242912 524320 1024 1034 32768 130 16 33685512 16 89 32768 2 0 33685512 537919488 278528 134222592 67117570 537133056 32 1100
is_linear=0
shrinkage=0.01


Tree=551
num_leaves=34
num_cat=1
split_feature=7 16 9 24 4 6 16 19 9 10 6 10 14 20 16 4 5 10 8 5 17 14 8 9 9 4 1 10 10 8 10 5 14
split_gain=143800 1.34809e+06 421107 228920 324375 206627 194928 178630 219516 154589 97148.2 496373 862313 236741 414459 204671 191040 164957 138275 101824 95766.8 94315.2 123856 82218.7 83668.3 78112.4 74808.7 55489.5 45116.3 36210.9 64035.8 21929.5 12268
threshold=394.58800000000002 371.63775000000004 384.29599999999999 0 547.82000000000005 328.43000000000001 371.63775000000004 33.679000000000009 41.27600000000001 255.92650000000003 189.19640000000001 400.0485000000001 53.275000000000013 38.945000000000007 9.5542500000000015 672.57974000000002 483.06600000000009 556.40500000000009 1468.3681000000001 148.89700000000005 446.37500000000006 678.01075000000003 796.15000000000009 0.45700000000000007 227.67500000000001 160.239 285.35875000000004 796.68750000000011 62.399000000000008 225.65850000000003 63.596000000000011 80.277190500000017 920.44288200000017
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 2 2 2 2
left_child=6 2 3 4 7 -4 10 8 -2 20 17 13 -13 15 -15 16 -12 18 21 23 25 22 -1 27 -25 28 29 -19 31 30 -5 -8 -23
right_child=1 -3 5 26 -6 -7 9 -9 -10 -11 11 12 -14 14 -16 -17 -18 19 -20 -21 -22 32 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.00038766216081335714 0.20673264187925003 2.1238647159663113 -0.20111614786661589 -0.19994224006586739 -0.88349025487899779 -1.4743889568328856 -0.17949141012416001 1.323589187349592 1.0763969796725683 -0.88584118949870272 0.011000839147651405 1.9113799866792318 -0.62570985067458385 -0.16544881820678711 1.8235701828897 -0.74703999182757219 0.63229268972690289 -0.10842058382536235 0.72969065739558292 -0.93927275616189709 0.48152360129356381 0.52839365975610142 -0.40082860308808166 0.58999277341933476 -0.27432108958562212 -0.76688976330757141 0.37220155964726986 -0.61537599143981936 0.2781221982240677 0.15236411619186402 -0.79531891736117277 -0.53593492650985719 0.25680638117667959
leaf_weight=101125 170 33 26 101 20 25 126 21 35 36 1026 37 21 22 20 34 52 38 26 23 20 29 77 21 24 25 23 50 20 20 22 20 39
leaf_count=101125 170 33 26 101 20 25 126 21 35 36 1026 37 21 22 20 34 52 38 26 23 20 29 77 21 24 25 23 50 20 20 22 20 39
internal_value=0 0.171088 0.031905 0.138012 0.324 -0.825269 0.000407523 0.445194 0.355212 -0.280179 0.00108259 0.090082 0.992778 0.0447125 0.781703 0.0168765 0.0409704 1.93534e-05 0.000519757 -0.32491 -0.176843 0.000332551 8.23949e-05 -0.218666 0.129025 -0.245782 -0.1482 -0.396463 -0.167302 -0.242265 -0.306432 -0.228319 0.37263
internal_weight=0 496 463 412 246 51 102911 226 205 247 102664 1212 58 1154 42 1112 1078 101452 101296 156 211 101270 101202 133 45 191 166 88 166 143 123 146 68
internal_count=103407 496 463 412 246 51 102911 226 205 247 102664 1212 58 1154 42 1112 1078 101452 101296 156 211 101270 101202 133 45 191 166 88 166 143 123 146 68
cat_boundaries=0 1
cat_threshold=1841
is_linear=0
shrinkage=0.01


Tree=552
num_leaves=30
num_cat=8
split_feature=2 12 22 5 26 25 26 6 25 24 14 25 24 2 25 24 2 24 13 12 7 8 14 7 2 14 4 14 22
split_gain=181981 1.78727e+06 158779 151754 208260 128831 251689 859842 309393 299598 299498 246634 495649 205908 158058 614518 192906 104965 94070.6 91995.6 150594 124138 125034 85677.9 57285.6 39086.9 44949.5 11822.2 325.004
threshold=883.10000000000014 144.54600000000002 379.00000000000006 130.89900000000003 2022.5000000000002 0 2022.5000000000002 763.68025000000011 1 2 522.5150000000001 3 4 233.37814 5 6 364.96250000000003 7 99.709000000000017 483.25025000000005 255.31490000000005 1117.4100000000001 624.17000000000019 60.545700000000004 1070.9310000000003 13.129951000000004 12.649500000000002 808.55215250000015 524.87500000000011
decision_type=2 2 2 2 2 9 2 2 9 1 2 9 1 2 9 1 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 24 6 7 11 9 10 -8 12 -1 -11 16 -16 -10 -13 28 21 25 22 23 -7 -2 26 -21 -24 -4
right_child=1 -3 18 -5 -6 19 8 -9 14 13 -12 17 -14 -15 15 -17 -18 -19 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30
leaf_value=0.398037607609175 0.066499388317267108 2.9176775115469229 -0.20950768777302334 -0.89983107566833498 -0.39757492203398481 -0.0036541988256938991 -0.019717421336210982 1.9751305294036865 0.0057996637914078056 -0.19619500861252445 1.0686326826535739 0.079887664322703264 0.051006853402674197 -0.69721498468420007 0.79804891571854097 -0.0049265983387910203 0.7642654111104854 -0.039519812773517696 -1.0677803483009338 -0.147348973382087 -1.0599511135816575 0.59324124145507806 -0.26348495351007351 0.057249910162911137 0.69380788815988081 -0.51888801779775395 0.38015357208251954 -0.53481122334798181 -0.2645070388100364
leaf_weight=614 24 23 21 20 56 90943 919 24 2442 832 26 1458 1240 91 122 352 34 1469 20 84 20 35 26 2370 37 21 20 42 22
leaf_count=614 24 23 21 20 56 90943 919 24 2442 832 26 1458 1240 91 122 352 34 1469 20 84 20 35 26 2370 37 21 20 42 22
internal_value=0 0.338204 0.000691715 -0.0948463 0.042758 0.000998139 0.0358198 0.0870681 -0.0152158 -0.115557 0.0101195 0.0775903 0.167454 -0.242959 0.0485496 0.213965 0.0161496 0.020029 -0.501181 -0.00258692 -0.254275 -0.00219653 -0.0024197 -0.00210733 0.446998 -0.125367 -0.0459062 -0.431069 -0.237647
internal_weight=0 160 103247 137 117 103184 9623 4805 4818 1868 945 4781 1854 923 2950 474 2476 2927 63 93561 145 93416 93381 93313 61 125 104 68 43
internal_count=103407 160 103247 137 117 103184 9623 4805 4818 1868 945 4781 1854 923 2950 474 2476 2927 63 93561 145 93416 93381 93313 61 125 104 68 43
cat_boundaries=0 6 10 11 15 16 21 22 23
cat_threshold=1073774848 536871426 0 173244448 1342709808 1024 32768 2 0 33685504 1842 32768 2 0 33685504 89 0 536871424 0 98304 268443664 1544 2866
is_linear=0
shrinkage=0.01


Tree=553
num_leaves=32
num_cat=6
split_feature=2 12 16 25 26 6 25 11 24 1 1 25 24 25 0 4 12 1 8 26 1 0 7 1 2 15 16 26 4 1 16
split_gain=178358 1.7517e+06 147568 141326 232147 842263 298694 296573 296474 777618 248754 245387 514613 182031 176004 139929 125524 166437 157412 119797 241379 116542 103582 98261.7 82983.3 79020.5 32125.7 29810.8 9604.53 1761.42 1231.87
threshold=883.10000000000014 144.54600000000002 522.5150000000001 0 2022.5000000000002 763.68025000000011 1 452.44500000000005 2 352.68673250000012 469.21250000000003 3 4 5 658.11750000000018 257.54600000000011 483.25025000000005 186.58593500000003 1117.4100000000001 2022.5000000000002 55.204000000000015 162.49250000000004 117.55455000000002 1439.8675000000001 22.153894000000005 157.00650000000005 819.02500000000009 2022.5000000000002 12.649500000000002 0.45700000000000007 1107.6734000000001
decision_type=2 2 2 9 2 2 9 2 1 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 3 4 5 11 8 13 9 -6 -10 12 -1 -8 16 24 18 28 23 20 -2 -13 25 -5 27 26 -4 -16 -18 -21 -28
right_child=1 -3 22 14 6 -7 7 -9 10 -11 -12 21 -14 -15 15 -17 17 -19 -20 29 -22 -23 -24 -25 -26 -27 30 -29 -30 -31 -32
leaf_value=0.40075219420087382 0.63743453741073608 2.8885005909463635 -0.11743575648360309 -0.0020178146082174531 -0.044869346832665608 1.9553792683283489 0.23064635548002513 1.0084481767192484 -0.20186329739132014 1.3982037387750088 -0.948695127710383 0.0086590485329614015 0.048317252047176205 0.0074642550042576042 -0.49156825455927078 -1.1213640623092651 -0.19320630674032455 -1.0789236476110375 0.67869422239415789 -0.45311669862851867 -0.53249573806236539 0.37417064152823559 -0.77197471141815188 0.63792674462000531 0.27069879761448618 0.29837484733334607 -0.44888313508033756 -0.15122477802363307 0.034777101226474927 -0.3421997271884572 -0.55619269578353225
leaf_weight=618 45 23 42 93155 878 24 419 32 873 39 47 2837 1247 2487 62 20 94 23 34 41 29 90 37 24 27 28 20 44 23 22 23
leaf_count=618 45 23 42 93155 878 24 419 32 873 39 47 2837 1247 2487 62 20 94 23 34 41 29 90 37 24 27 28 20 44 23 22 23
internal_value=0 0.334822 0.00068604 0.00114206 0.0376786 0.0867063 -0.0116911 0.0508331 -0.111359 0.0163265 -0.237436 0.0773473 0.166617 0.040463 -0.00260929 -0.3415 -0.00205414 -0.301263 -0.00160475 -0.0938978 0.178948 0.0198301 -0.31274 -0.00185298 -0.224227 -0.162371 -0.314146 -0.350294 -0.148389 -0.414384 -0.506281
internal_weight=0 160 103247 103097 9591 4816 4775 2938 1837 917 920 4792 1865 2906 93506 153 93353 140 93213 137 74 2927 150 93179 133 113 85 106 117 63 43
internal_count=103407 160 103247 103097 9591 4816 4775 2938 1837 917 920 4792 1865 2906 93506 153 93353 140 93213 137 74 2927 150 93179 133 113 85 106 117 63 43
cat_boundaries=0 6 10 11 15 16 22
cat_threshold=1073774848 536871426 0 173244456 1342709808 1024 32768 2 0 33685512 1842 32768 2 0 33685512 89 1073741824 0 0 1048608 524320 1024
is_linear=0
shrinkage=0.01


Tree=554
num_leaves=33
num_cat=6
split_feature=2 12 5 26 1 16 25 26 6 25 11 24 1 1 25 24 25 0 4 12 1 8 0 7 8 2 5 26 16 4 13 16
split_gain=174808 1.71684e+06 148137 200861 163622 144632 138563 227547 825493 292780 290666 290574 762144 243804 240583 504546 178495 172501 137144 123026 163125 154279 114223 101521 96665 81331.9 81016.8 29217.5 20393.1 9413.4 5378.86 839.787
threshold=883.10000000000014 144.54600000000002 130.89900000000003 2022.5000000000002 55.204000000000015 522.5150000000001 0 2022.5000000000002 763.68025000000011 1 452.44500000000005 2 352.68673250000012 469.21250000000003 3 4 5 658.11750000000018 257.54600000000011 483.25025000000005 186.58593500000003 1117.4100000000001 162.49250000000004 117.55455000000002 141.18560000000005 22.153894000000005 38.582500000000003 2022.5000000000002 1107.6734000000001 12.649500000000002 10.184000000000003 690.61569250000014
decision_type=2 2 2 2 2 2 9 2 2 9 2 1 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 8 14 11 16 12 -9 -13 15 -1 -11 19 25 21 29 24 -16 26 -8 27 28 -19 30 -21 31 -7
right_child=1 -3 -4 -5 -6 23 17 9 -10 10 -12 13 -14 -15 22 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.39680849399726098 0.80171489628349857 2.8596156302742339 -0.8882918624877929 -0.38944433466664385 -0.30154767036437991 -0.10669029000012771 -0.0028807458701928025 -0.044420658205052449 1.9358253820737203 0.22839366226485283 0.99836369019001725 -0.19984466329336439 1.3842217169052515 -0.93920817877383944 0.0085724570677009372 0.047837925043654257 0.0073899106178686325 -0.4866525651178053 -1.1101504411697389 -0.19127424423364883 -1.0681344252047331 0.67190730487599104 0.37042892678578698 -0.76425496423566674 0.097316924803234631 0.26799182538632993 0.34161828002929689 -0.14971253525127065 -0.55205496708552038 0.034429312996242356 -0.3462204371392727 -0.19415589230401176
leaf_weight=618 41 23 20 56 20 23 92206 878 24 419 32 873 39 47 2837 1247 2487 62 20 94 23 34 90 37 973 27 25 44 24 23 20 21
leaf_count=618 41 23 20 56 20 23 92206 878 24 419 32 873 39 47 2837 1247 2487 62 20 94 23 34 90 37 973 27 25 44 24 23 20 21
internal_value=0 0.331474 -0.0929589 0.0429955 0.439989 0.000679846 0.0011313 0.037309 0.0858485 -0.0115692 0.0503328 -0.110246 0.0161632 -0.235061 0.0765832 0.164975 0.0400666 -0.00258319 -0.338085 -0.0020336 -0.29825 -0.0015887 0.0196318 -0.309612 -0.00183446 -0.221985 -0.160747 -0.346791 -0.303465 -0.146905 -0.210243 -0.148435
internal_weight=0 160 137 117 61 103247 103097 9591 4816 4775 2938 1837 917 920 4792 1865 2906 93506 153 93353 140 93213 2927 150 93179 133 113 106 88 117 64 44
internal_count=103407 160 137 117 61 103247 103097 9591 4816 4775 2938 1837 917 920 4792 1865 2906 93506 153 93353 140 93213 2927 150 93179 133 113 106 88 117 64 44
cat_boundaries=0 6 10 11 15 16 22
cat_threshold=1073774848 536871426 0 173244456 1342709808 1024 32768 2 0 33685512 1842 32768 2 0 33685512 89 1073741824 0 0 1048608 524320 1024
is_linear=0
shrinkage=0.01


Tree=555
num_leaves=27
num_cat=4
split_feature=1 2 7 5 0 17 12 4 2 25 24 4 1 5 3 10 0 25 2 24 0 2 0 1 2 1
split_gain=314876 207780 1.55223e+06 286248 179976 297744 291253 173846 147529 141273 166462 139687 138591 212231 289641 251027 138559 132336 204214 190156 93692.7 63316 29422 23022 41233.1 4976.17
threshold=1070.9310000000003 883.10000000000014 276.983 117.99690000000002 468.98000000000008 254.61300000000003 181.65750000000006 483.06600000000009 1439.8675000000001 0 1 62.558000000000007 61.114000000000011 678.89998000000014 888.10000000000014 255.92650000000003 438.42500000000007 2 749.57248000000016 3 166.61000000000004 7.8873450000000007 52.192250000000008 53.535500000000006 1070.9310000000003 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2
left_child=1 4 3 8 12 6 9 20 23 11 -11 -6 16 14 15 -14 17 19 -19 -1 21 25 -15 24 -3 -2
right_child=7 2 -4 -5 5 -7 -8 -9 -10 10 -12 -13 13 22 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.191383383834343 -0.23218779546873911 0.25012859134674076 2.9659832115173339 -1.0400595874371736 -0.56838311769745564 0.95056263403459029 -1.1176065161568778 -1.293452522651009 -0.3874583238555539 0.2580558726731248 -0.23470292709017759 0.00090095482766628266 0.042877173465694342 -0.34988207817077638 1.0786660033464432 0.46102434919184487 0.61058713242814355 -0.0034381392246124937 0.8506968592320171 -0.002123093370677179 0.21556987285614015 -0.98408315253257761 -0.86920981129010511 0.15407685961042134 0.80887146741151816 -0.42629265632629398
leaf_weight=851 28 25 20 23 132 22 35 23 31 117 139 64 3939 20 28 149 37 96467 28 1247 24 20 24 21 28 25
leaf_count=851 28 25 20 23 132 22 35 23 31 117 139 64 3939 20 28 149 37 96467 28 1247 24 20 24 21 28 25
internal_value=0 0.000743766 0.375164 -0.0296512 0.000207321 -0.187368 -0.238774 -0.5118 0.191676 -0.170722 -0.00826181 -0.363927 0.00113617 0.0576754 0.0650604 0.0581179 -0.00124854 -0.00147815 -0.00318996 0.0769034 -0.326459 -0.504661 -0.633152 0.434287 0.545314 -0.323747
internal_weight=0 103447 148 128 103299 509 487 120 105 452 256 196 102790 4160 4116 4088 98630 98593 96495 2098 97 73 44 74 53 53
internal_count=103567 103447 148 128 103299 509 487 120 105 452 256 196 102790 4160 4116 4088 98630 98593 96495 2098 97 73 44 74 53 53
cat_boundaries=0 6 7 12 13
cat_threshold=32768 512 512 33554434 0 8192 3424 1073741824 536870912 4096 7569416 16 2168
is_linear=0
shrinkage=0.01


Tree=556
num_leaves=25
num_cat=2
split_feature=1 2 7 5 0 17 12 2 26 25 6 12 1 5 14 3 0 25 2 7 2 6 1 2
split_gain=308610 203645 1.52134e+06 280552 176386 291817 285461 144594 168417 138469 199413 138457 135832 208008 325660 253736 135801 129732 200150 136466 113228 87138.2 34752.4 78059.4
threshold=1070.9310000000003 883.10000000000014 276.983 117.99690000000002 468.98000000000008 254.61300000000003 181.65750000000006 1439.8675000000001 2022.5000000000002 0 328.43000000000001 172.78900000000002 61.114000000000011 678.89998000000014 522.5150000000001 888.10000000000014 438.42500000000007 1 749.57248000000016 5.008 174.76450000000003 29.794374999999999 1439.8675000000001 10.852000000000002
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
left_child=1 4 3 7 12 6 9 8 -3 10 -6 22 16 14 15 -14 17 19 -19 -1 -11 -15 -2 -24
right_child=11 2 -4 -5 5 -7 -8 -9 -10 20 -12 -13 13 21 -16 -17 -18 18 -20 -21 -22 -23 23 -25
leaf_value=0.094070574908405244 -0.13642438833103623 0.88188161275325683 2.9363234043121338 -1.0296589855525806 -0.51426803950803823 0.94105700666254222 -1.106430467060634 -0.38358374323575722 -0.07364348360470363 0.059152874258057826 0.37164252503712975 -1.2442033809707278 0.051627026357671531 -0.22057600140571595 1.30652498790196 1.0242521128831086 0.60448126251633105 -0.0034037578521002644 0.84218987303120763 -0.29382310395491751 -0.66236650307973222 -1.1143133296966554 -0.22521860177176339 -0.9964113714581444
leaf_weight=2003 43 39 20 23 166 22 35 31 35 232 30 21 4068 24 21 27 37 96467 28 95 24 20 35 21
leaf_count=2003 43 39 20 23 166 22 35 31 35 232 30 21 4068 24 21 27 37 96467 28 95 24 20 35 21
internal_value=0 0.000736534 0.371413 -0.0293546 0.000205453 -0.18549 -0.236381 0.18976 0.429944 -0.16901 -0.360287 -0.506682 0.00112499 0.0570987 0.0644098 0.0580399 -0.00123586 -0.00146318 -0.00315806 0.0761433 -0.00817041 -0.62682 -0.350238 -0.514416
internal_weight=0 103447 148 128 103299 509 487 105 74 452 196 120 102790 4160 4116 4095 98630 98593 96495 2098 256 44 99 56
internal_count=103567 103447 148 128 103299 509 487 105 74 452 196 120 102790 4160 4116 4095 98630 98593 96495 2098 256 44 99 56
cat_boundaries=0 6 11
cat_threshold=32768 512 512 33554434 0 8192 1073741824 536870912 4096 7569416 16
is_linear=0
shrinkage=0.01


Tree=557
num_leaves=26
num_cat=2
split_feature=1 4 11 4 1 4 25 3 2 2 7 2 6 25 10 9 4 7 4 16 26 1 7 4 1
split_gain=302469 204331 856313 168339 155642 124203 114216 220249 142724 187849 129094 117545 110818 245004 269120 123572 109337 99592.4 217278 100840 28978.3 6942.18 3676.01 2785.95 487.481
threshold=1070.9310000000003 891.77550000000008 58.577500000000008 483.06600000000009 96.32442850000001 1085.2750000000003 0 1449.0631000000001 512.13625000000013 242.38250000000002 5.008 0.45700000000000007 53.105500000000006 1 400.0485000000001 553.21400000000006 104.02000000000001 394.58800000000002 216.15000000000003 166.33925000000002 2022.5000000000002 1439.8675000000001 228.79300000000003 1468.3681000000001 1439.8675000000001
decision_type=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
left_child=1 6 4 20 5 -3 8 12 9 10 16 -9 17 14 -14 -15 -1 19 -19 -8 24 -22 -12 -7 -2
right_child=3 2 -4 -5 -6 23 7 11 -10 -11 22 -13 13 15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26
leaf_value=0.10553743790473073 -0.11074893569946288 -0.39563141683737435 2.1934448294206099 -1.2707872210054294 -0.67297912041346242 0.37454099448951517 -0.0034252577785934858 1.1778856738408405 -0.51747127260454007 0.94719842681884769 -0.22104248423909031 0.13986028623580932 0.094606234339977557 -0.060519227191092373 0.64673771658669355 0.73096735358238218 -0.35511524236427167 0.080323103173797678 0.95234812978542216 -0.1452424634200713 -0.35387867830016395 -0.59125779952321733 -0.34714123783111578 0.49899772971017026 -0.17529153390364216
leaf_weight=1852 25 24 22 23 24 37 96715 24 40 25 43 20 2183 1438 92 20 53 213 33 504 22 28 50 35 22
leaf_count=1852 25 24 22 23 24 37 96715 24 40 25 43 20 2183 1438 92 20 53 213 33 504 22 28 50 35 22
internal_value=0 0.000729168 0.379803 -0.501615 0.0473024 0.227373 0.000208104 -0.00129632 0.0736871 0.0857401 0.0749611 0.706056 -0.001604 0.0518666 0.116422 -0.0493238 0.0927214 -0.00365197 0.197302 -0.00416046 -0.319234 -0.486811 -0.288838 0.435041 -0.14096
internal_weight=0 103447 142 120 120 96 103305 101242 2063 2023 1998 44 101198 3733 2275 1458 1905 97465 246 97219 97 50 93 72 47
internal_count=103567 103447 142 120 120 96 103305 101242 2063 2023 1998 44 101198 3733 2275 1458 1905 97465 246 97219 97 50 93 72 47
cat_boundaries=0 4 10
cat_threshold=1073741824 536870912 4096 3375112 10798732 270533120 276824640 33554432 8516 4352
is_linear=0
shrinkage=0.01


Tree=558
num_leaves=28
num_cat=2
split_feature=1 4 0 0 14 3 0 4 13 25 3 2 4 16 25 6 2 0 7 2 6 3 4 3 10 1 4
split_gain=296450 200264 1.15119e+06 196941 354721 226916 363915 164989 163968 141764 139779 230920 252929 160567 147075 158304 139134 91796.1 89809.7 61059 59200.3 51942.2 40104.5 35819.1 8034.84 4836.04 1487.31
threshold=1070.9310000000003 891.77550000000008 316.39255000000009 468.98000000000008 34.877500000000005 335.00670000000008 748.92250000000013 483.06600000000009 16.406387500000005 0 888.10000000000014 284.91500000000008 60.364000000000011 819.02500000000009 1 53.105500000000006 198.78000000000003 166.61000000000004 5.008 7.8873450000000007 8.0827500000000025 1077.3535000000002 1085.2750000000003 54.825730000000007 21.000235000000004 1439.8675000000001 1468.3681000000001
decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 10 5 8 -7 17 9 -5 13 12 21 14 18 -16 -6 19 -1 25 22 -12 -3 26 -15 -2 -24
right_child=7 2 -4 4 16 6 -8 -9 -10 -11 11 -13 -14 24 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.10099826509219911 -0.22450917635645187 -0.24861202530238938 2.4788549780845641 -0.53035708665847781 -0.49696754708009611 -0.13700663342195399 1.5372899829773676 -1.2580793722816135 0.69892013359069827 -0.095357424353542261 0.27198389205932616 1.3196049010753632 1.0760321360049041 -0.43456377819180492 -0.0030348124610041854 0.064532967983942896 -1.4687417578697204 0.2204737542072932 -0.2172453716237058 -0.96323010146617893 -0.41212872845785958 -0.27329084638891549 0.43769922629646635 -0.12306877136230469 -0.68004556024074558 -0.41586160240173342 0.32730443550990179
leaf_weight=1907 28 23 22 102 34 34 21 23 20 273 25 20 23 40 97013 3596 26 24 93 20 28 58 23 20 20 25 26
leaf_count=1907 28 23 22 102 34 34 21 23 20 273 25 20 23 40 97013 3596 26 24 93 20 28 58 23 20 20 25 26
internal_value=0 0.000721876 0.376005 0.000206023 -0.195818 -0.0995175 0.50227 -0.496599 -0.183311 -0.230363 0.00117856 0.334044 0.148089 0.000770054 0.00107246 -0.000619721 -0.91807 -0.316042 0.0857711 -0.49243 -0.00951716 -0.109051 0.113017 0.23356 -0.516391 -0.31477 0.379122
internal_weight=0 103447 142 103305 510 450 55 120 395 375 102795 126 106 102669 102609 100609 60 97 2000 73 120 83 92 69 60 53 49
internal_count=103567 103447 142 103305 510 450 55 120 395 375 102795 126 106 102669 102609 100609 60 97 2000 73 120 83 92 69 60 53 49
cat_boundaries=0 4 8
cat_threshold=32768 0 512 2 1073741824 536870912 4096 7569416
is_linear=0
shrinkage=0.01


Tree=559
num_leaves=30
num_cat=4
split_feature=1 2 7 2 26 0 17 12 4 2 25 1 25 0 6 4 4 6 14 0 25 2 24 2 6 0 2 2 1
split_gain=290549 198953 1.48401e+06 193698 244742 172364 283555 280745 161706 136482 154363 131833 197705 437029 277044 178991 143842 237204 237120 133032 122225 195501 186173 110821 93962.8 89969.4 59843.9 10869.8 4739.81
threshold=1070.9310000000003 883.10000000000014 276.983 1439.8675000000001 2022.5000000000002 468.98000000000008 254.61300000000003 181.65750000000006 483.06600000000009 242.38250000000002 0 61.114000000000011 1 285.35875000000004 521.79500000000019 12.380250000000002 422.73350000000011 264.52500000000003 455.5750000000001 438.42500000000007 2 749.57248000000016 3 1070.9310000000003 189.19640000000001 166.61000000000004 7.8873450000000007 1070.9310000000003 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2
left_child=1 5 3 4 23 11 7 9 25 10 -7 19 13 14 -13 -15 18 -18 -14 20 22 -22 -1 -3 -11 26 28 -6 -2
right_child=8 2 -4 -5 27 6 -8 -9 -10 24 -12 12 16 15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.18714004107226342 -0.22226407698222569 0.20922075789907704 2.9003440055847172 -0.63879210919141771 -0.16586550871531169 -0.40434138711574863 0.92710891290144493 -1.0963748724801199 -1.2454985405051191 -0.81961057484149935 0.033490407311219939 0.10047449683909739 0.016218132809527806 0.59181713485717768 1.0904103711555744 1.8131237871646881 -0.087318417026150605 -1.317004291330065 1.1088793268203736 0.59828090184443705 -0.0033406461650196994 0.8323753237724304 -0.0042949478583100683 1.1710488677978517 -0.003785921335220337 0.2182689932982127 -0.95359778487682345 -0.4839365234158256 -0.41170298805236821
leaf_weight=851 28 23 20 37 21 103 22 35 23 48 281 1124 2854 30 29 20 62 21 20 37 96467 28 1247 25 20 24 20 22 25
leaf_count=851 28 23 20 37 21 103 22 35 23 48 281 1124 2854 30 29 20 62 21 20 37 96467 28 1247 25 20 24 20 22 25
internal_value=0 0.000714053 0.367095 -0.0287249 0.219324 0.000189126 -0.183376 -0.233542 -0.491633 -0.16673 -0.0936064 0.00109811 0.0562417 0.163703 0.125373 1.08034 0.011929 -0.398444 0.0238219 -0.00122772 -0.00145271 -0.00309783 0.0738752 0.710173 -0.579662 -0.312881 -0.487506 -0.3286 -0.311622
internal_weight=0 103447 148 128 91 103299 509 487 120 452 384 102790 4160 1203 1153 50 2957 83 2874 98630 98593 96495 2098 48 68 97 73 43 53
internal_count=103567 103447 148 128 91 103299 509 487 120 452 384 102790 4160 1203 1153 50 2957 83 2874 98630 98593 96495 2098 48 68 97 73 43 53
cat_boundaries=0 6 12 17 18
cat_threshold=0 512 512 33554434 0 8448 101990412 16400 270598720 2097152 276824128 4096 1073741824 536870912 4096 7569416 16 2168
is_linear=0
shrinkage=0.01


Tree=560
num_leaves=16
num_cat=1
split_feature=11 16 3 4 1 12 5 10 9 0 24 10 13 8 3
split_gain=158400 120275 148511 325689 369635 120263 356460 108759 116395 95766.8 343232 161737 75502.5 111404 28192.9
threshold=1439.8675000000001 1107.6734000000001 1077.3535000000002 326.59750000000003 174.76450000000003 522.5150000000001 616.44275000000005 1098.7459000000001 86.815500000000014 262.14225000000005 0 556.40500000000009 456.91750000000008 204.81500000000003 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=1 2 5 4 14 7 12 9 -9 11 -11 -1 13 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0010862490905646075 0.73822908362437945 0.55429818813617415 -0.2914285400196126 -1.5246869144439696 1.0830052947998048 -0.046167839891474015 -1.4736631157284692 0.096553376334054128 1.052866427898407 0.30990710711517289 -0.044139440494921946 -0.36392549220139414 0.46346584955851233 -0.6760497632026673 -0.70961585794176374
leaf_weight=101703 29 39 38 20 20 142 21 35 20 430 724 123 21 35 28
leaf_count=101703 29 39 38 20 20 142 21 35 20 430 724 123 21 35 28
internal_value=0 -0.000932614 -0.00114212 -0.375256 -0.107947 -0.000758052 -0.234848 -0.000260495 0.444304 -0.00049793 0.0900873 -0.00152454 -0.103459 -0.170721 -0.468841
internal_weight=0 103399 103360 106 86 103254 219 103035 55 102980 1154 101826 198 177 66
internal_count=103428 103399 103360 106 86 103254 219 103035 55 102980 1154 101826 198 177 66
cat_boundaries=0 1
cat_threshold=2100
is_linear=0
shrinkage=0.01


Tree=561
num_leaves=17
num_cat=0
split_feature=11 16 3 4 1 12 5 10 0 11 10 2 8 0 10 3
split_gain=155248 117881 145556 319208 362279 117870 349367 106594 93908.8 206360 158518 93836.1 235430 90090.2 40516.1 27631.8
threshold=1439.8675000000001 1107.6734000000001 1077.3535000000002 326.59750000000003 174.76450000000003 522.5150000000001 616.44275000000005 1098.7459000000001 262.14225000000005 11.327 556.40500000000009 134.00760000000002 204.81500000000003 65.287500000000009 1449.0631000000001 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 15 7 11 8 10 -10 -1 13 -13 -7 -9 -4
right_child=-2 -3 3 -5 -6 6 -8 14 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0010753866302088283 0.73084677392038799 0.54875516891479492 -0.28851425111293794 -1.509440034866333 1.0721752309799195 -0.11291172314096581 -1.4589264678955078 0.69685270572530811 0.14857691333254344 -0.21200206348770542 -0.36028624181824975 1.0658290009271532 -0.43156492515688855 -0.77896423737208054 0.15321544317098765 -0.70251970631735661
leaf_weight=101703 29 39 38 20 20 132 21 29 964 190 123 21 21 24 26 28
leaf_count=101703 29 39 38 20 20 132 21 29 964 190 123 21 21 24 26 28
internal_value=0 -0.000923031 -0.00113044 -0.371504 -0.106867 -0.000750214 -0.2325 -0.000257633 -0.000492693 0.0892095 -0.00150929 -0.102424 0.317132 -0.215381 0.439861 -0.464153
internal_weight=0 103399 103360 106 86 103254 219 103035 102980 1154 101826 198 42 156 55 66
internal_count=103428 103399 103360 106 86 103254 219 103035 102980 1154 101826 198 42 156 55 66
is_linear=0
shrinkage=0.01


Tree=562
num_leaves=13
num_cat=0
split_feature=11 10 22 16 3 8 22 11 0 0 26 3
split_gain=153319 805366 110593 109236 168661 135195 100902 87531.3 138748 91613.8 26828.1 6144.11
threshold=1092.2834 103.11795000000002 524.87500000000011 1107.6734000000001 1077.3535000000002 15.585000000000003 343.16750000000008 798.75000000000011 68.077500000000015 262.14225000000005 2022.5000000000002 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 10 7 9 -9 -1 -6 -12
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 11 -13
leaf_value=-0.0015700933729228654 -0.27863520078187765 2.1503092231750491 -0.55517294314172527 0.5499344640307956 -0.40966021399748953 0.24029863815307617 0.53623371355874194 -0.049967413204056878 -1.0619408311843872 0.087312433645764381 -0.65542121251424146 -0.89732071286156068
leaf_weight=101918 43 20 36 36 38 25 35 42 20 1173 21 21
leaf_count=101918 43 20 36 36 38 25 35 42 20 1173 21 21
internal_value=0 0.492458 -0.00101125 -0.000818184 -0.00101013 -0.401592 -0.000602517 -0.000784667 -0.37641 -0.000558762 -0.602183 -0.776371
internal_weight=0 63 103365 103329 103293 105 103188 103153 62 103091 80 42
internal_count=103428 63 103365 103329 103293 105 103188 103153 62 103091 80 42
is_linear=0
shrinkage=0.01


Tree=563
num_leaves=13
num_cat=0
split_feature=11 10 22 16 3 4 1 22 11 0 0 3
split_gain=150268 789339 108392 107062 165305 411212 360791 98893.9 85789.5 135987 89790.7 24418.4
threshold=1092.2834 103.11795000000002 524.87500000000011 1107.6734000000001 1077.3535000000002 303.67750000000007 133.78600000000003 343.16750000000008 798.75000000000011 68.077500000000015 262.14225000000005 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 11 8 10 -10 -1 -6
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0015543925572717569 -0.27584885056628738 2.1288062038421631 -0.54962121287981669 0.54443505181206597 -0.30035521987322217 -1.6877039165496825 1.0433456593468076 0.53087137024743214 -0.049467741619972951 -1.0513214292526245 0.086439308841507925 -0.69587288467972375
leaf_weight=101918 43 20 36 36 37 20 21 35 42 20 1173 27
leaf_count=101918 43 20 36 36 37 20 21 35 42 20 1173 27
internal_value=0 0.487534 -0.00100114 -0.000810002 -0.00100003 -0.397576 -0.0940171 -0.000596492 -0.00077682 -0.372646 -0.000553174 -0.467214
internal_weight=0 63 103365 103329 103293 105 85 103188 103153 62 103091 64
internal_count=103428 63 103365 103329 103293 105 85 103188 103153 62 103091 64
is_linear=0
shrinkage=0.01


Tree=564
num_leaves=14
num_cat=2
split_feature=25 11 16 3 5 6 12 5 10 9 25 2 2
split_gain=200038 165135 120476 131301 190147 496682 116423 341218 103904 113501 97545.4 92750 10756.2
threshold=0 1439.8675000000001 1107.6734000000001 1077.3535000000002 254.50300000000001 31.814000000000004 522.5150000000001 616.44275000000005 1098.7459000000001 86.815500000000014 1 134.00760000000002 7.8873450000000007
decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2
left_child=-1 2 3 6 5 12 8 11 10 -10 -2 -8 -5
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.38255989504991655 0.17298262746150678 0.76767004925225468 0.56256304013101677 -0.67334534811973568 -1.2313396739959717 1.2304456524848939 -0.21487526570789275 -1.4428415377934776 0.091372838156563885 1.0357194256782531 -0.00053709281724539091 0.31490962267099393 -0.40892972654104237
leaf_weight=127 315 28 38 40 20 20 155 21 35 20 102542 42 25
leaf_count=127 315 28 38 40 20 20 155 21 35 20 102542 42 25
internal_value=0 -0.000190009 -0.000398215 -0.000605436 -0.354047 -0.147625 -0.000245586 -0.231097 0.00024343 0.434772 1.10776e-05 -0.101926 -0.571647
internal_weight=0 103301 103273 103235 105 85 103130 218 102912 55 102857 197 65
internal_count=103428 103301 103273 103235 105 85 103130 218 102912 55 102857 197 65
cat_boundaries=0 4 9
cat_threshold=0 0 0 131072 1073741824 0 0 0 32
is_linear=0
shrinkage=0.01


Tree=565
num_leaves=27
num_cat=3
split_feature=5 12 24 3 22 0 4 14 0 3 0 25 24 9 3 0 14 5 12 6 12 3 4 5 5 5
split_gain=196984 236910 243275 386566 230667 156931 267953 188797 156653 140962 113373 108618 776038 355703 105615 93704.5 92387.1 512734 93651.3 88365.4 66170 31153.5 54164.5 13016.3 1563.39 611.883
threshold=616.44275000000005 483.25025000000005 0 119.66617500000002 550.81750000000011 468.98000000000008 606.76150000000018 93.385000000000005 438.42500000000007 514.39811750000013 94.955000000000027 1 2 8.0915000000000017 8.0935000000000006 507.82280000000009 678.01075000000003 26.770100000000003 522.5150000000001 328.43000000000001 98.725000000000009 3.2712500000000007 9.2080380000000037 779.2410000000001 1083.8250000000003 1083.8250000000003
decision_type=2 2 1 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 23 5 8 7 9 11 15 21 12 -1 -14 -10 -7 18 -18 -13 -12 -9 22 25 -2 -25 -4
right_child=1 -3 10 -5 -6 6 -8 20 14 -11 19 16 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.80726441306979568 -0.41930939628964381 -1.2916985591252645 -0.30498079422981511 1.1180983528494834 1.0011235172852226 -0.5273060028449349 -1.1643814659118652 -0.37600519166542934 0.79832202230284854 0.65726373855884268 -0.44610746154785152 -0.00063924841034667963 -0.075137379460463227 1.280737762451172 -0.073760188590912587 -0.048298208163334772 -0.083951083540916432 1.7315776100158693 -0.23283465817741963 -1.3049781616874365 -1.1211713730205188 -0.59434324676340278 0.26454816091628303 -0.063743249972661328 -0.17788452307383221 -0.37305557333904765
leaf_weight=125 21 21 31 32 23 46 26 26 41 26 25 101686 594 20 21 364 70 20 174 23 22 22 21 24 24 23
leaf_count=125 21 21 31 32 23 46 26 26 41 26 25 101686 594 20 21 364 70 20 174 23 22 22 21 24 24 23
internal_value=0 -0.272183 -0.185152 0.190762 -0.000213514 -0.000436548 -0.175419 -0.122293 0.000431969 -0.0567609 -0.430464 0.000128572 0.120112 -0.0304757 0.502939 -0.102041 -0.000752853 0.3195 -0.00103589 -0.85765 -0.71754 -0.263451 -0.166389 -0.21166 -0.120814 -0.333976
internal_weight=0 267 246 101 103284 103261 510 484 102751 436 145 102689 739 614 62 410 101950 90 101860 48 48 97 75 69 48 54
internal_count=103551 267 246 101 103284 103261 510 484 102751 436 145 102689 739 614 62 410 101950 90 101860 48 48 97 75 69 48 54
cat_boundaries=0 1 6 7
cat_threshold=1345 1073741824 0 4096 131080 262176 72
is_linear=0
shrinkage=0.01


Tree=566
num_leaves=31
num_cat=7
split_feature=5 12 24 3 22 25 24 4 25 9 16 3 4 16 4 5 10 2 25 24 1 16 26 24 26 4 26 16 5 5
split_gain=193066 232195 238434 378873 226076 104957 631016 289297 406354 177928 107323 149987 185578 117690 140388 204482 154195 87249.2 85497.9 167157 58414.3 44457.5 44204.6 33783.4 28272.9 13495.5 11611.2 4167.71 3268.47 1848.39
threshold=616.44275000000005 483.25025000000005 0 119.66617500000002 550.81750000000011 1 2 25.517800000000005 3 1.8950000000000002 362.00600000000003 261.97000000000008 289.64010000000007 336.36115000000007 606.76150000000018 359.92750000000007 1449.0631000000001 39.465500000000013 4 5 119.59 925.3130000000001 2022.5000000000002 6 2022.5000000000002 30.225500000000004 2022.5000000000002 352.21000000000004 897.08550000000014 1083.8250000000003
decision_type=2 2 1 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 1 2 2 2 2 2 2
left_child=4 2 3 22 5 6 7 8 24 18 13 12 21 14 16 -16 -7 25 23 -20 -19 -12 -2 -8 -1 29 -10 -15 -24 -4
right_child=1 -3 17 -5 -6 10 9 -9 26 -11 11 -13 -14 27 15 -17 -18 20 19 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.081166751351155017 -0.59221015203566785 -1.2787815382367089 -0.32895099137958733 1.1069173514842987 0.99111223904982848 -0.0003398392047674191 -0.11434854758227314 1.628782639503479 0.79576993154442832 0.84333077478408813 -0.14467731407220988 -0.89276959487370078 0.75605273105881443 0.42388197541236877 -0.33770408295266641 0.65390228354412572 -0.7857903930664063 -1.173592015142026 0.27164550054429182 -0.16583045199572802 -0.45283204100348734 -0.52843127561940084 0.047579917040738197 -0.37954856959918076 -0.2111043764314344 -0.12914208580465877 0.63462715610540632 0.623338051926006 -0.11803322480275082 -0.43602850845881869
leaf_weight=71 21 21 38 32 23 101718 125 20 92 20 187 28 22 20 217 23 25 23 124 241 22 36 22 121 62 34 87 22 26 28
leaf_count=71 21 21 38 32 23 101718 125 20 92 20 187 28 22 20 217 23 25 23 124 241 22 36 22 121 62 34 87 22 26 28
internal_value=0 -0.269462 -0.1833 0.188854 -0.000210597 -0.000431401 0.102939 0.449337 0.388134 -0.0834856 -0.00141442 -0.199423 -0.120184 -0.000884719 -0.00110268 -0.242675 -0.000532838 -0.426159 -0.11519 -0.0139279 -0.82122 -0.206629 -0.209544 -0.254523 -0.0512282 -0.290998 0.679489 0.528359 -0.0421272 -0.374378
internal_weight=0 267 246 101 103284 103261 963 332 312 631 102298 273 245 102025 101983 240 101743 145 611 365 45 223 69 246 133 100 179 42 48 66
internal_count=103551 267 246 101 103284 103261 963 332 312 631 102298 273 245 102025 101983 240 101743 145 611 365 45 223 69 246 133 100 179 42 48 66
cat_boundaries=0 1 6 7 12 16 17 18
cat_threshold=1345 1073741824 2 4096 131336 262176 2376 0 2 0 0 262144 1073741824 0 0 131072 1027 673
is_linear=0
shrinkage=0.01


Tree=567
num_leaves=23
num_cat=0
split_feature=10 11 0 3 0 13 2 1 7 0 1 7 3 14 1 3 17 12 6 1 9 10
split_gain=136311 266546 244054 318422 99348.5 178924 242484 184578 166569 137875 129777 93479.4 132357 109731 345907 91965.8 84892.7 66276.2 74063.9 36408.5 16409.4 29091.1
threshold=675.38900000000001 1439.8675000000001 384.83520000000004 365.67550000000006 468.98000000000008 287.90852000000007 597.17782000000011 365.02500000000003 26.782750000000004 438.42500000000007 190.85750000000002 678.11800000000005 252.32950000000002 678.01075000000003 7.4524095000000017 8.0935000000000006 330.72800000000007 218.14250000000004 31.814000000000004 165.05000000000004 23.455000000000002 901.21050000000014
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 4 3 17 9 6 7 10 -9 11 -6 13 19 16 -15 -11 -1 18 20 -13 21 -2
right_child=2 -3 -4 -5 5 -7 -8 8 -10 15 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00026328893109824308 -0.10038605655942645 0.99303143228645685 -1.1730354932638316 1.0511736989021301 -0.12761953203434984 -0.81820106413629323 0.74006609078609586 -1.0020784697421763 0.084454671314784471 0.72826025935106498 0.47338409686088562 -0.063102567536490309 -0.93747239838475771 0.017772712315831864 1.508975435256958 -0.092533792436122905 -0.18842419917987482 0.21127489317031134 -0.93597829455421078 -0.51115214711143853 -0.023540026664733888 -0.51853764557256932
leaf_weight=102252 28 27 26 20 353 36 33 43 21 43 40 133 23 70 20 20 239 21 21 21 20 41
leaf_count=102252 28 27 26 20 353 36 33 43 21 43 40 133 23 70 20 20 239 21 21 21 20 41
internal_value=0 -0.000421417 -0.278169 -0.124086 -0.000680962 -0.137763 -0.0877714 -0.14755 -0.64556 2.03057e-05 -0.0664487 -0.000266419 -0.22988 0.000129771 0.349151 0.467691 -0.000176714 -0.303515 -0.401793 -0.1242 -0.275749 -0.348853
internal_weight=0 103374 177 151 103347 526 490 457 64 102821 393 102758 177 102581 90 63 102491 131 110 154 89 69
internal_count=103551 103374 177 151 103347 526 490 457 64 102821 393 102758 177 102581 90 63 102491 131 110 154 89 69
is_linear=0
shrinkage=0.01


Tree=568
num_leaves=24
num_cat=2
split_feature=5 12 22 0 4 14 2 0 26 25 25 4 0 3 0 1 2 14 5 12 1 2 4
split_gain=188477 226340 221772 150822 262006 182962 279723 151132 457774 113204 104786 451659 109114 102568 139483 94417.5 92502.9 88687.1 499185 91658.1 86793.8 77791.2 17204.4
threshold=616.44275000000005 483.25025000000005 550.81750000000011 468.98000000000008 606.76150000000018 93.385000000000005 597.17782000000011 438.42500000000007 2022.5000000000002 0 1 79.530000000000015 8.0935000000000006 414.53600000000012 94.955000000000027 43.933 4.2958500000000006 678.01075000000003 26.770100000000003 522.5150000000001 106.765 152.38780000000003 44.330150000000003
decision_type=2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 7 5 6 9 10 -9 -5 11 12 -1 14 15 16 22 19 -19 -12 -16 -7 -2
right_child=1 -3 -4 4 -6 21 -8 8 -10 -11 17 -13 -14 -15 20 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.057507843140709891 -0.17659210884708099 -1.2627456592378163 0.98163936863774837 -0.35358590147388519 -1.1498896950941819 -0.35037103352723298 1.01840890303902 1.4106214010304419 -0.31150621695951985 4.2726331729952709e-05 -0.00061716113816592344 1.6018655848503114 0.80662743330001829 0.3201899995803833 -0.38291382182728162 0.40166726342562975 -0.8549646463394166 -0.085042777470179964 1.706338164806366 -0.23032825320959091 -1.2052977525620232 -1.1618819488797869 0.14231403078351704
leaf_weight=699 87 21 23 124 26 27 23 29 33 289 101686 20 20 35 33 29 20 70 20 174 21 21 21
leaf_count=699 87 21 23 124 26 27 23 29 33 289 101686 20 20 35 33 29 20 70 20 174 21 21 21
internal_value=0 -0.266233 -0.000201262 -0.000419954 -0.171963 -0.119429 -0.0549182 0.000431491 0.494005 -0.114692 0.000133489 0.117981 0.0783457 -0.181165 -0.264328 -0.113541 -0.230267 -0.000732248 0.313042 -0.00100956 -0.70273 -0.705407 -0.114583
internal_weight=0 267 103284 103261 510 484 436 102751 62 413 102689 739 719 246 211 157 128 101950 90 101860 54 48 108
internal_count=103551 267 103284 103261 510 484 436 102751 62 413 102689 739 719 246 211 157 128 101950 90 101860 54 48 108
cat_boundaries=0 6 11
cat_threshold=32768 0 0 32770 0 8192 1073741824 0 4096 131080 262176
is_linear=0
shrinkage=0.01


Tree=569
num_leaves=22
num_cat=3
split_feature=22 0 13 2 7 24 0 1 1 0 26 1 11 25 24 12 0 6 14 26 0
split_gain=144715 162355 388391 276507 265054 171625 331378 309636 289236 133624 429983 120397 98888.8 101488 782188 165706 153617 143331 136757 120741 73011.8
threshold=550.81750000000011 468.98000000000008 287.90852000000007 334.93500000000006 615.99125000000015 0 1077.3535000000002 285.35875000000004 190.85750000000002 438.42500000000007 2022.5000000000002 469.21250000000003 1439.8675000000001 1 2 564.6037500000001 9.8384700000000009 303.53610000000003 678.01075000000003 2022.5000000000002 538.27200000000016
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2
left_child=1 9 4 -4 5 6 20 8 -7 12 -11 -9 13 14 19 18 -16 -17 -15 -1 -3
right_child=-2 2 3 -5 -6 7 -8 11 -10 10 -12 -13 -14 15 16 17 -18 -19 -20 -21 -22
leaf_value=0.50505111826790705 0.74508229402395398 -0.54583995898564663 -0.3162699732573136 -1.9033753544943672 0.93149963299433391 -0.20530863919168066 1.2540194876988728 -1.4050806030273437 0.89763562569251432 1.3292368812561035 -0.31330178197692421 -0.53955442629920114 -0.61707705296002902 -0.0010222987641484919 -0.058638221075424567 -0.43382043422107963 0.8303402833938599 0.45131474676586336 0.40025721374680018 1.0783599212169648 0.10997876660577183
leaf_weight=72 26 24 23 21 24 278 24 25 26 30 34 45 26 101780 692 142 20 21 85 75 58
leaf_count=72 26 24 23 21 24 278 24 25 26 30 34 45 26 101780 692 142 20 21 85 75 58
internal_value=0 -0.00106602 -0.172734 -1.07375 -0.0940738 -0.145352 0.201509 -0.242563 -0.110978 -0.00015248 0.456638 -0.848671 -0.000436551 -0.000280723 0.10733 -0.00119713 -0.0332006 -0.319785 -0.000687456 0.746756 -0.0819682
internal_weight=0 103525 548 44 504 480 106 374 304 102977 64 70 102913 102887 859 102028 712 163 101865 147 82
internal_count=103551 103525 548 44 504 480 106 374 304 102977 64 70 102913 102887 859 102028 712 163 101865 147 82
cat_boundaries=0 1 6 7
cat_threshold=1282 1073742080 0 4096 138543368 262176 72
is_linear=0
shrinkage=0.01


Tree=570
num_leaves=15
num_cat=4
split_feature=25 22 4 0 6 22 11 24 25 25 3 22 26 4
split_gain=205575 194663 166166 286481 122340 101535 90490.4 86158.9 256791 217377 78700.5 21174 14451.9 255.788
threshold=0 379.00000000000006 1085.2750000000003 181.65750000000006 17.249000000000006 261.87000000000006 1439.8675000000001 1 2 3 63.326000000000001 524.87500000000011 2022.5000000000002 1468.3681000000001
decision_type=9 2 2 2 2 2 2 1 9 9 2 2 2 2
left_child=12 2 5 10 11 6 7 8 -2 -9 13 -3 -1 -4
right_child=1 4 3 -5 -6 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.50642429337572692 0.2922036040169852 -0.010429568290710449 0.38561086297035219 1.4801864762306212 -1.1888483616113663 0.50490117025375369 -0.53071093672886493 0.062133913716843646 -0.011635616551844219 0.0020879701377578335 -0.31024167390970087 -0.43337604226737186 -0.3002335107283316 0.34147687221395556
leaf_weight=67 270 20 24 20 20 40 32 6787 42748 53383 26 29 69 29
leaf_count=67 270 20 24 20 20 40 32 6787 42748 53383 26 29 69 29
internal_value=0 0.00121293 0.00156751 0.41106 -0.52976 0.00117492 0.000979711 0.0011446 -0.00966112 0.00887018 0.140395 -0.260745 -0.374291 0.361462
internal_weight=0 103428 103359 99 69 103260 103220 103188 43018 60170 79 49 136 53
internal_count=103564 103428 103359 99 69 103260 103220 103188 43018 60170 79 49 136 53
cat_boundaries=0 4 5 9 15
cat_threshold=0 0 0 131072 2760 1073741824 0 0 2097408 1081344 537018496 268959802 68165674 262192 1024
is_linear=0
shrinkage=0.01


Tree=571
num_leaves=17
num_cat=6
split_feature=25 22 4 6 4 22 24 25 24 25 2 8 25 3 22 26
split_gain=201484 190790 162859 119906 100030 99514.7 85219.9 249990 277531 206839 940987 270331 199395 70065.3 20752.6 14164.3
threshold=0 379.00000000000006 1085.2750000000003 17.249000000000006 1468.3681000000001 261.87000000000006 1 2 3 4 1070.9310000000003 1117.4100000000001 5 53.872267500000007 524.87500000000011 2022.5000000000002
decision_type=9 2 2 2 2 2 1 9 1 9 2 2 9 2 2 2
left_child=15 2 5 14 13 6 7 8 -2 10 -8 -11 -9 -4 -3 -1
right_child=1 3 4 -5 -6 -7 9 12 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.50136005159634267 -0.10727066826012176 -0.010325274467468263 0.37238818627137404 -1.1769598739147187 0.09227594795227051 0.49985216450691228 0.053361751401977235 -0.07921065756814763 0.54020021209827052 0.0015461454816894111 1.9594250829403217 1.041656519317627 -0.0048158414224936568 1.1300911733378534 -0.42904228111793252 -0.2972311763746151
leaf_weight=67 108 20 26 20 50 40 6772 3962 163 53367 26 25 38797 23 29 69
leaf_count=67 108 20 26 20 50 40 6772 3962 163 53367 26 25 38797 23 29 69
internal_value=0 0.00120114 0.00155217 -0.524463 0.406949 0.0011635 0.000970248 -0.00977501 0.287533 0.00865225 0.0605627 0.00203278 -0.0117261 0.728045 -0.258137 -0.370548
internal_weight=0 103428 103359 69 99 103260 103220 43030 271 60190 6798 53392 42759 49 49 136
internal_count=103564 103428 103359 69 99 103260 103220 43030 271 60190 6798 53392 42759 49 49 136
cat_boundaries=0 4 5 9 10 16 22
cat_threshold=0 0 0 131072 2760 1073741824 0 0 2097408 192 1081344 537018496 268959802 68165674 262192 1024 537935872 536920066 112 34648098 278546 1024
is_linear=0
shrinkage=0.01


Tree=572
num_leaves=18
num_cat=6
split_feature=25 22 4 0 6 22 24 25 24 25 2 8 25 3 22 26 4
split_gain=197475 186993 159618 280300 117520 97534.2 83516.6 245271 272353 202723 922262 264951 195490 78199.6 20339.7 13882.4 216.206
threshold=0 379.00000000000006 1085.2750000000003 181.65750000000006 17.249000000000006 261.87000000000006 1 2 3 4 1070.9310000000003 1117.4100000000001 5 63.326000000000001 524.87500000000011 2022.5000000000002 1468.3681000000001
decision_type=9 2 2 2 2 2 1 9 1 9 2 2 9 2 2 2 2
left_child=15 2 5 13 14 6 7 8 -2 10 -8 -11 -9 16 -3 -1 -4
right_child=1 4 3 -5 -6 -7 9 12 -10 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.49634645590141641 -0.10628887973599514 -0.01022202730178833 0.37771512170632682 1.4604093508720399 -1.16519028788805 0.49485363221168521 0.052828134117464821 -0.083302543426810788 0.53511043226098731 0.0015306840761057146 1.9398307910332313 1.0312398933410645 -0.005231649392648201 -0.31404942769270677 -0.42475185969780238 -0.29425886910894644 0.3371393499703243
leaf_weight=67 108 20 24 20 20 40 6772 3483 163 53367 26 25 39276 26 29 69 29
leaf_count=67 108 20 24 20 20 40 6772 3483 163 53367 26 25 39276 26 29 69 29
internal_value=0 0.00118946 0.00153699 0.40288 -0.519218 0.0011522 0.000960883 -0.00967645 0.284811 0.00856573 0.0599571 0.00201245 -0.011609 0.135151 -0.255556 -0.366843 0.355513
internal_weight=0 103428 103359 99 69 103260 103220 43030 271 60190 6798 53392 42759 79 49 136 53
internal_count=103564 103428 103359 99 69 103260 103220 43030 271 60190 6798 53392 42759 79 49 136 53
cat_boundaries=0 4 5 9 10 16 22
cat_threshold=0 0 0 131072 2760 1073741824 0 0 2097408 192 1081344 537018496 268959802 68165674 262192 1024 537935872 536920064 48 34648098 278546 1024
is_linear=0
shrinkage=0.01


Tree=573
num_leaves=22
num_cat=2
split_feature=25 13 0 4 0 8 4 10 10 6 4 0 15 6 0 24 2 13 26 5 4
split_gain=193546 170965 324234 264751 462351 163042 107667 87744.7 84307.5 450985 87014.7 292716 220403 173514 94649.6 74784.5 31785.6 20829.3 13606.1 4260.83 25783.6
threshold=0 368.06200000000007 538.27200000000016 1085.2750000000003 100.58300000000001 551.49600000000009 289.64010000000007 198.96750000000003 901.21050000000014 148.09087000000002 521.79500000000019 594.30750000000012 66.040325000000024 1424.6500000000003 1077.3535000000002 1 13.557500000000001 564.6037500000001 2022.5000000000002 13.903 1468.3681000000001
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=18 3 5 8 19 6 7 15 10 16 13 12 -12 14 -2 -3 -10 -9 -1 20 -5
right_child=1 2 -4 4 -6 -7 -8 17 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.49138298703663391 0.0011363873307497546 0.14183318484294336 -1.2686735788981121 0.41930253250258309 1.8823311877250672 -0.96312108711762867 0.51920141390391761 -0.77882070711680829 -0.21694260994593303 1.6308709239959718 -0.18127919960816263 -1.2559346572212551 0.75906517028808596 0.70565695183617738 0.30590854845794974 -0.19657698464450202 0.25755537128448486 -0.32789526700973509 -0.29131627485372019 0.053554243419481361 -0.0381713190945712
leaf_weight=67 102463 103 27 28 20 22 28 21 48 20 227 23 28 35 102 148 20 20 69 23 22
leaf_count=67 102463 103 27 28 20 22 28 21 48 20 227 23 28 35 102 148 20 20 69 23 22
internal_value=0 0.0011779 -0.213687 0.00194733 0.535259 -0.130398 -0.0731485 -0.129949 0.00146563 0.310855 0.00120099 -0.175479 -0.0780257 0.00167971 0.00143948 -0.0598885 -0.0773844 -0.558857 -0.363175 0.166198 0.218014
internal_weight=0 103428 369 103059 93 342 320 292 102966 88 102878 278 255 102600 102565 251 68 41 136 73 50
internal_count=103564 103428 369 103059 93 342 320 292 102966 88 102878 278 255 102600 102565 251 68 41 136 73 50
cat_boundaries=0 4 5
cat_threshold=0 0 0 131072 1920
is_linear=0
shrinkage=0.01


Tree=574
num_leaves=15
num_cat=0
split_feature=22 5 1 7 10 13 0 22 19 8 18 1 22 5
split_gain=182645 149297 426380 145391 110390 107572 306400 105008 100098 131724 99800.8 84471.6 2820.16 37.0211
threshold=379.00000000000006 1083.8250000000003 51.884800000000006 1481.2725000000003 9.2185000000000006 368.06200000000007 538.27200000000016 261.87000000000006 225.43650000000002 427.52750000000009 1129.6950200000003 335.00670000000008 524.87500000000011 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 5 12 7 8 10 9 -7 11 -1 -2 -3
right_child=4 2 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00034598439517393858 -0.17746477900639826 0.85828552246093748 -0.69226857719421386 -0.5875905508086795 -1.1397334070205689 -0.075772677911640884 -1.2637855943044027 0.52028484491201543 0.59205101084709166 -0.81920173755058867 0.67474853190508755 0.10337664871831934 -0.32947897159136263 0.84290552007740949
leaf_weight=102146 23 34 25 42 20 286 24 39 20 26 22 802 26 29
leaf_count=102146 23 34 25 42 20 286 24 39 20 26 22 802 26 29
internal_value=0 0.00100068 0.412719 0.000650301 -0.513664 0.000889319 -0.172641 0.00148904 -0.0937627 -0.137725 0.00129255 0.00114863 -0.258125 0.851206
internal_weight=0 103495 88 103407 69 103365 356 103009 332 312 102970 102948 49 63
internal_count=103564 103495 88 103407 69 103365 356 103009 332 312 102970 102948 49 63
is_linear=0
shrinkage=0.01


Tree=575
num_leaves=15
num_cat=3
split_feature=11 1 4 0 22 12 12 25 3 24 24 0 0 26
split_gain=175024 166273 171733 350260 111464 108910 566291 103837 186956 172771 81471.7 281081 177622 11186
threshold=1439.8675000000001 1070.9310000000003 422.73350000000011 156.75900000000004 524.87500000000011 1078.0535000000002 1392.9450000000004 0 603.67000000000019 1 2 883.10000000000014 1438.4900000000002 2022.5000000000002
decision_type=2 2 2 2 2 2 2 9 2 1 1 2 2 2
left_child=1 4 3 13 5 7 -7 8 9 -1 12 -12 -9 -3
right_child=-2 2 -4 -5 -6 6 -8 10 -10 -11 11 -13 -14 -15
leaf_value=0.015662825249490284 0.78001582651302726 -0.41595291964213055 -1.1749263984506779 0.87446285745371943 -0.53804760518826944 1.593095175822576 -0.48350603416048243 -0.0073284293627319296 0.88814431142807015 -0.18387187046252088 0.010253934269353036 0.53304337594115614 -0.85054456176757809 -0.67740877346860029
leaf_weight=872 29 30 22 23 38 24 29 33791 20 858 67829 103 25 36
leaf_count=872 29 30 22 23 38 24 29 33791 20 858 67829 103 25 36
internal_value=0 0.00303434 -0.383793 -0.188232 0.00344885 0.00364756 0.456842 0.00341548 -0.0727405 -0.0842695 0.004732 0.011045 -0.00794946 -0.558565
internal_weight=0 103700 111 89 103589 103551 53 103498 1750 1730 101748 67932 33816 66
internal_count=103729 103700 111 89 103589 103551 53 103498 1750 1730 101748 67932 33816 66
cat_boundaries=0 5 6 7
cat_threshold=1342177280 0 0 3146250 262160 3384 2696
is_linear=0
shrinkage=0.01


Tree=576
num_leaves=17
num_cat=0
split_feature=11 1 4 0 12 12 2 2 9 7 12 3 16 2 3 26
split_gain=171541 162964 168316 343290 106836 555022 158685 105502 382708 455067 177621 98064.2 126538 62279.9 20692.2 6574.84
threshold=1439.8675000000001 1070.9310000000003 422.73350000000011 156.75900000000004 1078.0535000000002 1392.9450000000004 1439.8675000000001 597.17782000000011 4.5710000000000006 40.107500000000009 9.3890000000000011 1449.0631000000001 522.5150000000001 7.8873450000000007 6.6572445000000009 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 13 6 -6 7 11 9 -9 -10 12 -1 15 -8 -3
right_child=-2 2 -4 -5 5 -7 14 8 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0031598554117255942 0.77221566660650853 -0.2255568963831121 -1.163177132173018 0.86571826375049099 1.5771641556421916 -0.47867099194691098 -0.38025975403962314 0.20152761678485309 -1.1519707034184383 1.5374084836641948 0.068898653550581501 0.46457347818042921 -0.29876235246658328 -1.0188508325815202 -0.79341029513965955 -0.46489090959231055
leaf_weight=103054 29 22 22 23 24 29 27 170 26 30 22 46 139 20 22 24
leaf_count=103054 29 22 22 23 24 29 27 170 26 30 22 46 139 20 22 24
internal_value=0 0.00300384 -0.379955 -0.18635 0.0034142 0.452273 0.00318442 0.00345381 0.209462 0.40191 -0.592406 0.00295894 0.00275317 -0.55298 -0.565756 -0.350427
internal_weight=0 103700 111 89 103589 53 103536 103487 248 200 48 103239 103193 66 49 46
internal_count=103729 103700 111 89 103589 53 103536 103487 248 200 48 103239 103193 66 49 46
is_linear=0
shrinkage=0.01


Tree=577
num_leaves=14
num_cat=1
split_feature=11 1 4 22 16 2 25 12 2 26 3 1 1
split_gain=168128 159721 164966 109062 109847 136580 99222.5 291495 125921 54701.3 14532 12898.2 3696.24
threshold=1439.8675000000001 1070.9310000000003 422.73350000000011 524.87500000000011 1107.6734000000001 1439.8675000000001 0 334.36750000000012 364.96250000000003 2022.5000000000002 6.6572445000000009 1439.8675000000001 1439.8675000000001
decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 3 9 4 5 6 7 -1 -8 12 -7 -11 -3
right_child=-2 2 -4 -5 -6 10 8 -9 -10 11 -12 -13 -14
leaf_value=-0.085523052547096801 0.76449351113418051 0.16721694686196067 -1.1515453433990479 -0.53225074479454437 0.5804337391708837 -0.37645715792973838 0.0040841868045809922 1.0997866798582532 0.15185088219159637 -0.26344177341461184 -0.72720208258855912 -0.59543779882517722 -0.020618815898895262
leaf_weight=1726 29 22 22 38 33 27 101143 21 580 25 21 22 20
leaf_count=1726 29 22 22 38 33 27 101143 21 580 25 21 22 20
internal_value=0 0.0029738 -0.376156 0.00338005 0.00357661 0.00339272 0.00364012 -0.0708692 0.00492623 -0.184486 -0.529908 -0.418844 0.0777713
internal_weight=0 103700 111 103589 103551 103518 103470 1747 101723 89 48 47 42
internal_count=103729 103700 111 103589 103551 103518 103470 1747 101723 89 48 47 42
cat_boundaries=0 5
cat_threshold=1342177280 0 0 3146250 262160
is_linear=0
shrinkage=0.01


Tree=578
num_leaves=15
num_cat=1
split_feature=11 1 4 0 22 12 12 2 5 10 25 2 3 26
split_gain=164782 156543 161684 336073 106892 104279 543874 133839 106933 692923 143171 60872.7 14242.8 6176.26
threshold=1439.8675000000001 1070.9310000000003 422.73350000000011 156.75900000000004 524.87500000000011 1078.0535000000002 1392.9450000000004 1439.8675000000001 392.81250000000006 556.40500000000009 0 7.8873450000000007 6.6572445000000009 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2
left_child=1 4 3 11 5 7 -7 8 10 -10 -1 13 -9 -3
right_child=-2 2 -4 -5 -6 6 -8 12 9 -11 -12 -13 -14 -15
leaf_value=-0.13683323712996495 0.75684860262377518 -0.22411970225247468 -1.1400299479744651 0.85830894573875105 -0.52692823924516374 1.5605318995316824 -0.47455263902401101 -0.37269259143758704 0.068532804568729747 1.8413023194022802 0.0038070386830766625 -1.0059747986197471 -0.7199300468535651 -0.45608593374490741
leaf_weight=719 29 22 22 23 38 24 29 27 533 23 102175 20 21 24
leaf_count=719 29 22 22 23 38 24 29 27 533 23 102175 20 21 24
internal_value=0 0.00294406 -0.372394 -0.182641 0.00334625 0.00354085 0.446995 0.00331376 0.00355871 0.141867 0.00281135 -0.545397 -0.524609 -0.345146
internal_weight=0 103700 111 89 103589 103551 53 103498 103450 556 102894 66 48 46
internal_count=103729 103700 111 89 103589 103551 53 103498 103450 556 102894 66 48 46
cat_boundaries=0 5
cat_threshold=1073741824 0 0 10 262144
is_linear=0
shrinkage=0.01


Tree=579
num_leaves=15
num_cat=1
split_feature=11 1 4 22 12 12 2 5 10 25 26 3 1 1
split_gain=161503 153428 158466 104765 102204 533051 131176 104805 679134 140360 53123 13959.4 12250.3 3698.37
threshold=1439.8675000000001 1070.9310000000003 422.73350000000011 524.87500000000011 1078.0535000000002 1392.9450000000004 1439.8675000000001 392.81250000000006 556.40500000000009 0 2022.5000000000002 6.6572445000000009 1439.8675000000001 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 3 10 4 6 -6 7 9 -9 -1 13 -8 -12 -3
right_child=-2 2 -4 -5 5 -7 11 8 -10 -11 12 -13 -14 -15
leaf_value=-0.1354836772523299 0.74928010961105085 0.16710285533558239 -1.1286296142231336 -0.52165895800841489 1.5449266004562379 -0.46980712454894497 -0.36896565640414203 0.067847475322001874 1.8228893130758532 0.0037689720253188531 -0.26031844348907468 -0.71273076329912455 -0.58386792009527033 -0.020787138938903809
leaf_weight=719 29 22 22 38 24 29 27 533 23 102175 25 21 22 20
leaf_count=719 29 22 22 38 24 29 27 533 23 102175 25 21 22 20
internal_value=0 0.00291449 -0.36867 0.00331266 0.00350531 0.442525 0.00328049 0.003523 0.140448 0.0027831 -0.180815 -0.519363 -0.411767 0.0776314
internal_weight=0 103700 111 103589 103551 53 103498 103450 556 102894 89 48 47 42
internal_count=103729 103700 111 103589 103551 53 103498 103450 556 102894 89 48 47 42
cat_boundaries=0 5
cat_threshold=1073741824 0 0 10 262144
is_linear=0
shrinkage=0.01


Tree=580
num_leaves=17
num_cat=2
split_feature=16 13 22 4 11 25 24 1 21 8 4 14 12 8 8 17
split_gain=161954 145945 306413 293764 120588 123771 267668 212901 197560 123321 879351 130453 96087.7 73217.2 147550 60652.2
threshold=1107.6734000000001 403.35000000000008 550.81750000000011 547.82000000000005 1439.8675000000001 0 1 22.151894000000002 73.401500000000013 490.81062000000003 449.81750000000005 624.17000000000019 564.6037500000001 380.13250000000005 166.61000000000004 54.410500000000006
decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 6 7 -1 -8 11 -11 -7 13 14 15 -3
right_child=-2 3 -4 -5 -6 9 8 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.015733974061785991 0.6908655820173375 -0.04434504932656301 1.0663842561509873 -1.2568851650238038 -0.64380411024751338 -0.0011212439833605298 0.10244280648031115 -0.41321306911962374 0.99573079814910881 0.03700132973768093 2.1804782104492189 -0.39773639122405685 -0.73000807205835982 -0.64878586208820344 0.66269900807312554 -0.55279517226748998
leaf_weight=681 34 179 27 25 29 99340 2558 168 25 216 21 83 24 20 28 27
leaf_count=681 34 179 27 25 29 99340 2558 168 25 216 21 83 24 20 28 27
internal_value=0 0.00058085 0.0012246 -0.218567 0.000945713 0.00112708 0.0600835 -0.0932883 0.11066 -0.000909142 0.22693 -0.00145235 -0.125193 -0.0680448 -0.0184088 -0.110987
internal_weight=0 103451 103148 303 103121 103092 3432 849 2583 99660 237 99423 278 254 234 206
internal_count=103485 103451 103148 303 103121 103092 3432 849 2583 99660 237 99423 278 254 234 206
cat_boundaries=0 4 5
cat_threshold=1073774592 4194304 2 134356994 2178
is_linear=0
shrinkage=0.01


Tree=581
num_leaves=18
num_cat=3
split_feature=16 13 0 22 12 11 25 24 0 0 10 24 11 9 6 5 1
split_gain=158732 143041 376954 300315 175284 118188 121308 262341 293363 267977 116071 87246.3 69320.9 92373.1 69763.3 77039 48224.6
threshold=1107.6734000000001 403.35000000000008 538.27200000000016 550.81750000000011 621.24200000000008 1439.8675000000001 0 1 658.11750000000018 748.92250000000013 1098.7459000000001 2 242.583 145.75200000000004 87.303500000000014 82.360875000000007 45.345000000000006
decision_type=2 2 2 2 2 2 9 1 2 2 2 1 2 2 2 2 2
left_child=1 3 4 5 12 6 7 8 -1 -9 11 -8 14 -14 15 -3 -16
right_child=-2 2 -4 -5 -6 -7 10 9 -10 -11 -12 -13 13 -15 16 -17 -18
leaf_value=-0.062424578164810132 0.68395696247325222 -0.11891495113261044 -1.4769447378678755 1.0557204041657624 -0.99649941035679401 -0.63736606486912428 -0.022023506947001791 0.097868338656989476 -1.20741675750069 0.96671895331806612 0.54453771737905654 0.0030740555550193976 -0.14432648849487303 0.81678256893157963 -0.16581246861705073 0.4391481147607168 -0.79653600042516537
leaf_weight=826 34 141 22 27 21 29 16615 2547 23 36 39 83006 20 20 27 30 22
leaf_count=826 34 141 22 27 21 29 16615 2547 23 36 39 83006 20 20 27 30 22
internal_value=0 0.000575041 -0.216381 0.00121236 -0.117689 0.000936255 0.00111581 0.0594826 -0.0923554 0.109554 -0.000900051 -0.00111367 -0.0467084 0.336228 -0.116333 -0.0210092 -0.448994
internal_weight=0 103451 303 103148 281 103121 103092 3432 849 2583 99660 99621 260 40 220 171 49
internal_count=103485 103451 303 103148 281 103121 103092 3432 849 2583 99660 99621 260 40 220 171 49
cat_boundaries=0 4 5 6
cat_threshold=1073774592 4194304 2 134356994 2178 136
is_linear=0
shrinkage=0.01


Tree=582
num_leaves=16
num_cat=1
split_feature=16 13 0 22 12 11 25 14 14 10 2 11 11 15 14
split_gain=155573 140194 369453 294339 171796 115836 119397 222585 290371 113766 85356 67941.4 67078.8 72082.6 39363.9
threshold=1107.6734000000001 403.35000000000008 538.27200000000016 550.81750000000011 621.24200000000008 1439.8675000000001 0 678.01075000000003 209.24760000000001 1098.7459000000001 1439.8675000000001 242.583 108.69300000000001 116.61000000000003 197.75160000000002
decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=1 3 4 5 11 6 7 8 -1 10 -8 12 13 -3 -13
right_child=-2 2 -4 -5 -6 -7 9 -9 -10 -11 -12 14 -14 -15 -16
leaf_value=0.067029278987646101 0.6771173665102791 -0.13495135745776526 -1.4621752842989835 1.0451632227721037 -0.98653440248398561 -0.63099240138612944 -0.00094085123362943669 1.1109234466552735 -0.54634321586995183 0.53909232848729849 -0.50207229509073148 0.64656903839111324 -0.66735053861141214 0.4206013011932373 0.019162508010864259
leaf_weight=3350 34 173 22 27 21 29 99570 20 79 39 34 20 20 27 20
leaf_count=3350 34 173 22 27 21 29 99570 20 79 39 34 20 20 27 20
internal_value=0 0.000569273 -0.214217 0.00120021 -0.116512 0.000926875 0.00110463 0.0588625 0.0528979 -0.000900388 -0.00111191 -0.0462413 -0.11517 -0.0599517 0.332866
internal_weight=0 103451 303 103148 281 103121 103092 3449 3429 99643 99604 260 220 200 40
internal_count=103485 103451 303 103148 281 103121 103092 3449 3429 99643 99604 260 220 200 40
cat_boundaries=0 4
cat_threshold=1073774848 4194304 2 134356994
is_linear=0
shrinkage=0.01


Tree=583
num_leaves=17
num_cat=2
split_feature=16 13 0 22 8 8 16 11 25 8 24 4 8 4 14 0
split_gain=152477 137404 362101 288482 136623 184898 122198 113531 117021 258270 308082 149915 120788 861443 127889 66129.6
threshold=1107.6734000000001 403.35000000000008 538.27200000000016 550.81750000000011 490.81062000000003 190.60000000000002 162.45550000000003 1439.8675000000001 0 20.721250000000001 1 174.23250000000002 490.81062000000003 449.81750000000005 624.17000000000019 166.61000000000004
decision_type=2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2
left_child=1 3 4 7 5 6 15 8 9 10 -1 -11 14 -14 -10 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9 12 11 -12 -13 13 -15 -16 -17
leaf_value=0.23752627542029639 0.67034621855791887 -0.12412872032347051 -1.4475535306063565 1.0347115903430515 -0.87191273532130498 0.64813743302316384 -0.74753456401824947 -0.62468247356085937 -0.0011011841510995502 -0.24485951676888346 0.020927153305249281 0.14955186979845167 0.036610819090295725 2.1581490316845122 -0.3937988820815661 0.48268415319919583
leaf_weight=988 34 176 22 27 22 33 30 29 99323 390 1943 128 216 21 83 20
leaf_count=988 34 176 22 27 22 33 30 29 99323 390 1943 128 216 21 83 20
internal_value=0 0.00056358 -0.212075 0.00118821 -0.115347 -0.0510829 -0.153181 0.000917606 0.00109359 0.0582739 0.0948215 -0.147399 -0.000891385 0.224595 -0.00142907 -0.062209
internal_weight=0 103451 303 103148 281 259 226 103121 103092 3449 2931 518 99643 237 99406 196
internal_count=103485 103451 303 103148 281 259 226 103121 103092 3449 2931 518 99643 237 99406 196
cat_boundaries=0 4 5
cat_threshold=1073774848 4194304 2 134356994 1352
is_linear=0
shrinkage=0.01


Tree=584
num_leaves=32
num_cat=5
split_feature=4 12 5 18 2 25 24 3 11 2 13 6 13 6 0 3 4 25 6 5 24 0 2 10 2 25 4 4 14 4 26
split_gain=121567 693884 172541 141990 256572 141805 220380 242444 257060 250813 238177 433353 521243 134116 133105 126598 122372 95501.9 94711.2 139863 79767.1 199789 196869 172192 152208 121221 40864.1 31169.9 20567.9 16735.2 6093.04
threshold=891.77550000000008 40.034400000000005 343.26000000000005 151.03750000000005 334.93500000000006 0 1 764.58775000000003 522.5150000000001 36.122500000000009 38.709500000000013 52.247500000000009 224.31200000000004 606.07650000000001 38.717000000000006 543.52500000000009 123.21700000000001 2 483.06600000000009 263.89280000000008 3 219.99000000000004 272.24748000000005 1098.7459000000001 227.56250000000003 4 189.80565000000004 23.846000000000004 30.386000000000003 1468.3681000000001 2022.5000000000002
decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 9 2 2 2 2 2
left_child=3 2 14 5 18 6 10 8 9 -8 13 28 -13 15 29 -1 -6 30 19 26 21 25 -23 24 -22 -19 27 -5 -12 -2 -7
right_child=1 -3 -4 4 16 17 7 -9 -10 -11 11 12 -14 -15 -16 -17 -18 20 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=-0.03628700620903258 0.18371392786502838 1.971084150132679 0.83852054977417001 -0.11707897973583248 -1.4443442306064425 -0.38654098272323612 0.080471174966457268 1.0363512150994663 -0.93566053017326034 0.38398197239970572 0.0068303229468209409 2.3768522529602052 0.19097402175267536 -0.83772259668870408 -0.77743422402275941 -0.67258371935226025 -0.37712205973538487 -0.067231639216520242 -0.7713104333877564 0.58137556475977747 0.0018054607397757485 -0.23465163617958257 -1.286253893136978 0.77378821932036301 0.1466490448675439 -0.0022563049172961199 -0.4566737757623196 0.1386171160362385 -0.38903348514011932 -0.13504374742507935 -0.23466435527801516
leaf_weight=1368 40 21 20 407 21 56 1763 29 23 322 35 20 24 22 27 32 22 3708 20 31 81721 162 20 29 732 12625 32 54 21 28 50
leaf_count=1368 40 21 20 407 21 56 1763 29 23 322 35 20 24 22 27 32 22 3708 20 31 81721 162 20 29 732 12625 32 54 21 28 50
internal_value=0 0.299557 -0.00567809 0.000382876 -0.154703 0.00126876 0.0623176 0.127642 0.115746 0.127344 -0.0296367 0.441898 1.18456 -0.0630051 -0.183404 -0.0508309 -0.898324 -0.000991422 -0.0959245 -0.0701464 -0.00065534 -0.0207089 -0.350212 0.00336191 0.00309135 -0.0170499 -0.111114 -0.0871276 -0.141619 0.0524608 -0.287754
internal_weight=0 136 115 103349 587 102762 3659 2137 2108 2085 1522 100 44 1422 95 1400 43 99103 544 524 98997 16515 182 82482 82453 16333 493 461 56 68 106
internal_count=103485 136 115 103349 587 102762 3659 2137 2108 2085 1522 100 44 1422 95 1400 43 99103 544 524 98997 16515 182 82482 82453 16333 493 461 56 68 106
cat_boundaries=0 5 6 11 12 18
cat_threshold=1073774848 4194304 2 134356994 262144 2226 0 0 4096 8 32 136 613416964 2692891266 525224 36704256 336093312 5120
is_linear=0
shrinkage=0.01


Tree=585
num_leaves=20
num_cat=4
split_feature=25 0 24 2 11 4 25 4 0 2 14 3 2 24 26 26 2 26 26
split_gain=339744 198259 193497 185841 210970 178424 128296 207599 196301 342370 225116 145349 115454 70867.7 41607.2 40262.5 827.445 4678.97 2.56952
threshold=0 1438.4900000000002 1 1070.9310000000003 1439.8675000000001 46.57200000000001 2 1468.3681000000001 316.39255000000009 472.9221300000001 678.01075000000003 1449.0631000000001 1439.8675000000001 3 2022.5000000000002 2022.5000000000002 5.0070000000000006 2022.5000000000002 2022.5000000000002
decision_type=9 2 1 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2
left_child=2 3 18 4 6 12 8 11 10 -10 -2 -8 -5 14 -4 -3 17 -15 -1
right_child=1 15 13 5 -6 -7 7 -9 9 -11 -12 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=-0.61347685945951025 -0.037145145676494407 -0.33185283577960467 0.22582927690425389 -1.0665737381959572 0.90069372484317201 0.29165125956137977 0.0020298251942283815 0.87922756654244882 -0.43819309387356042 0.49034573411687893 0.87827260564874721 0.69819418684641521 -0.23341529024058374 -0.19263342761993407 -0.12722172040787955 -0.90623115392831655 -0.16979826842035567 -0.27747691092124355 -0.6162574725992539
leaf_weight=65 5327 23 71 39 26 24 97085 27 256 47 27 30 29 130 63 26 21 130 68
leaf_count=65 5327 23 71 39 26 24 97085 27 256 47 27 30 29 130 63 26 21 130 68
internal_value=0 -0.000686391 -0.248105 -0.00038368 1.82696e-05 -0.449628 -0.00020953 0.00248837 -0.0464602 -0.294162 -0.0325287 0.00224488 -0.711256 -0.13332 0.0556869 -0.636625 -0.222268 -0.235055 -0.571899
internal_weight=0 102966 548 102917 102825 92 102799 97142 5657 303 5354 97115 68 415 134 49 281 260 133
internal_count=103514 102966 548 102917 102825 92 102799 97142 5657 303 5354 97115 68 415 134 49 281 260 133
cat_boundaries=0 5 6 12 13
cat_threshold=1073741824 0 4096 131328 32 11 1081344 49280 134217744 271583232 1073759360 1056 1284
is_linear=0
shrinkage=0.01


Tree=586
num_leaves=21
num_cat=4
split_feature=25 0 24 2 9 2 0 2 25 0 2 6 3 16 24 1 26 2 26 26
split_gain=332983 194314 189646 182143 299626 155836 552869 135805 131082 209347 444295 175041 133054 113940 69457.4 61064.2 40779.3 810.979 4585.86 2.5184
threshold=0 1438.4900000000002 1 1070.9310000000003 31.832500000000007 883.10000000000014 2.8222380000000005 1439.8675000000001 2 297.71250000000003 472.9221300000001 877.0150000000001 1449.0631000000001 819.02500000000009 3 7.8769000000000009 2022.5000000000002 5.0070000000000006 2022.5000000000002 2022.5000000000002
decision_type=9 2 1 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2
left_child=2 3 19 5 7 8 -7 -5 9 11 -11 -2 13 -10 16 -3 -4 18 -16 -1
right_child=1 15 14 4 -6 6 -8 -9 12 10 -12 -13 -14 -15 17 -17 -18 -19 -20 -21
leaf_value=-0.60734208209698015 -0.036876151386546964 -0.31160075902938844 0.22357098700295033 -1.1630607973744995 0.60420577753157845 -0.52793726691493281 1.4293846141138387 -0.28618612600095344 0.0024636683523172314 -0.44788193202816423 0.66961995467907043 0.75590510504586361 0.65746122267938434 -0.47502714295387272 -0.19070709543961745 -1.0213390062072061 -0.12594950229402574 -0.16810027837753297 -0.27470214207355792 -0.61009489508236159
leaf_weight=65 5214 27 71 38 21 27 31 33 97134 269 41 28 31 50 130 22 63 21 130 68
leaf_count=65 5214 27 71 38 21 27 31 33 97134 269 41 28 31 50 130 22 63 21 130 68
internal_value=0 -0.000679527 -0.245624 -0.000379843 -0.445132 1.80869e-05 0.518218 -0.755499 -0.000274376 -0.0474888 -0.300083 -0.0326415 0.0024267 0.00221801 -0.131987 -0.630259 0.05513 -0.220046 -0.232705 -0.56618
internal_weight=0 102966 548 102917 92 102825 58 71 102767 5552 310 5242 97215 97184 415 49 134 281 260 133
internal_count=103514 102966 548 102917 92 102825 58 71 102767 5552 310 5242 97215 97184 415 49 134 281 260 133
cat_boundaries=0 5 6 12 13
cat_threshold=1073741824 0 4096 131328 32 11 1081344 49280 134217744 271583232 1073759232 1056 1284
is_linear=0
shrinkage=0.01


Tree=587
num_leaves=20
num_cat=3
split_feature=25 0 24 2 9 11 2 9 4 14 6 9 14 24 1 26 2 26 26
split_gain=326357 190447 185872 178518 293663 206619 133102 132162 366016 303474 291886 168870 144211 68075.2 59849 39967.8 794.841 4494.6 2.46827
threshold=0 1438.4900000000002 1 1070.9310000000003 31.832500000000007 1439.8675000000001 1439.8675000000001 407.55349999999999 547.82000000000005 455.5750000000001 1424.6500000000003 384.29599999999999 9.3975000000000026 2 7.8769000000000009 2022.5000000000002 5.0070000000000006 2022.5000000000002 2022.5000000000002
decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=2 3 18 5 6 7 -5 10 9 -9 11 -2 -10 15 -3 -4 17 -15 -1
right_child=1 14 13 4 -6 -7 -8 8 12 -11 -12 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=-0.60126867088904745 2.331541564817313e-05 -0.30848478105333116 0.22133528998200322 -1.1514301952131485 0.59816375868661065 0.89135914655832138 -0.28332425702701913 -0.14811482154356467 -0.48561920833587652 1.0876573944091796 1.080925139427185 0.68504014970320792 -1.6864993619024753 -0.18880002982799823 -1.011125615943562 -0.12469000180562338 -0.16641928119318827 -0.27195512432318469 -0.60399395241456877
leaf_weight=65 102307 27 71 38 21 26 33 370 20 21 25 36 20 130 22 63 21 130 68
leaf_count=65 102307 27 71 38 21 26 33 370 20 21 25 36 20 130 22 63 21 130 68
internal_value=0 -0.000672732 -0.243168 -0.000376045 -0.440681 1.79061e-05 -0.747944 -0.000207533 -0.174951 -0.0817434 0.000528191 0.000264276 -1.08606 -0.130667 -0.623956 0.0545787 -0.217845 -0.230378 -0.560518
internal_weight=0 102966 548 102917 92 102825 71 102799 431 391 102368 102343 40 415 49 134 281 260 133
internal_count=103514 102966 548 102917 92 102825 71 102799 431 391 102368 102343 40 415 49 134 281 260 133
cat_boundaries=0 5 6 7
cat_threshold=1073741824 0 4096 131328 32 11 1284
is_linear=0
shrinkage=0.01


Tree=588
num_leaves=20
num_cat=3
split_feature=25 0 24 2 9 11 2 9 6 2 10 9 1 24 1 26 2 26 26
split_gain=319862 186657 182173 174966 287819 202508 130453 129532 286077 242322 269903 165509 124317 66720.5 58658 39172.4 779.023 4405.16 2.41915
threshold=0 1438.4900000000002 1 1070.9310000000003 31.832500000000007 1439.8675000000001 1439.8675000000001 407.55349999999999 1424.6500000000003 39.465500000000013 119.05650000000001 384.29599999999999 383.83325000000008 2 7.8769000000000009 2022.5000000000002 5.0070000000000006 2022.5000000000002 2022.5000000000002
decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=2 3 18 5 6 7 -5 8 11 10 -9 -2 -11 15 -3 -4 17 -15 -1
right_child=1 14 13 4 -6 -7 -8 9 -10 12 -12 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=-0.59525597792405349 2.3082304460127374e-05 -0.30539993436248214 0.21912192787922602 -1.1399158719338869 0.59218207926977251 0.88244555656726553 -0.2804910137436607 -0.19540499826363469 1.0701158361434937 -0.70031354139346891 0.4868394598478003 0.67818974736664028 0.0066554994294137672 -0.18691202449798586 -1.0010143759033896 -0.1234430944351923 -0.16475509532860347 -0.26923557140276982 -0.59795400395112874
leaf_weight=65 102307 27 71 38 21 26 33 218 25 101 79 36 33 130 22 63 21 130 68
leaf_count=65 102307 27 71 38 21 26 33 218 25 101 79 36 33 130 22 63 21 130 68
internal_value=0 -0.000666005 -0.240736 -0.000372284 -0.436274 1.77271e-05 -0.740465 -0.000205457 0.00052291 -0.173202 -0.0139326 0.000261633 -0.526209 -0.129361 -0.617717 0.0540329 -0.215667 -0.228074 -0.554913
internal_weight=0 102966 548 102917 92 102825 71 102799 102368 431 297 102343 134 415 49 134 281 260 133
internal_count=103514 102966 548 102917 92 102825 71 102799 102368 431 297 102343 134 415 49 134 281 260 133
cat_boundaries=0 5 6 7
cat_threshold=1073741824 0 4096 131328 32 11 1284
is_linear=0
shrinkage=0.01


Tree=589
num_leaves=20
num_cat=5
split_feature=25 0 24 2 11 4 25 4 24 0 2 3 2 24 26 26 2 26 26
split_gain=313497 182943 178548 171484 198478 168451 123187 203492 196711 324011 272378 140251 106944 65392.8 39383.1 38392.9 763.521 4317.5 2.37102
threshold=0 1438.4900000000002 1 1070.9310000000003 1439.8675000000001 46.57200000000001 2 1468.3681000000001 3 316.39255000000009 315.17050000000006 1449.0631000000001 1439.8675000000001 4 2022.5000000000002 2022.5000000000002 5.0070000000000006 2022.5000000000002 2022.5000000000002
decision_type=9 2 1 2 2 2 9 2 1 2 2 2 2 1 2 2 2 2 2
left_child=2 3 18 4 6 12 8 11 9 -2 -10 -8 -5 15 -3 -4 17 -15 -1
right_child=1 14 13 5 -6 -7 7 -9 10 -11 -12 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=-0.58930341632549577 -0.087772813327090679 -0.31011423245720243 0.21693072735423774 -1.0280933702297701 0.87362115080539993 0.28835273295640945 0.0019648268588153732 0.87043957321732135 -0.014797120546542693 -0.59459616780281066 0.4505819038580392 0.68581314595540366 -0.22622878107531319 -0.18504290360670822 -0.87818478657649113 -0.12220866884504046 -0.16310753564039868 -0.26654322199638075 -0.59197446710923141
leaf_weight=65 2150 23 71 39 26 24 97180 27 3147 134 131 30 29 130 26 63 21 130 68
leaf_count=65 2150 23 71 39 26 24 97180 27 3147 134 131 30 29 130 26 63 21 130 68
internal_value=0 -0.000659345 -0.238329 -0.000368562 1.75497e-05 -0.431911 -0.000203403 0.00241671 -0.045931 -0.116995 0.00378944 0.00217587 -0.686122 -0.128067 -0.611539 0.0534926 -0.21351 -0.225793 -0.549364
internal_weight=0 102966 548 102917 102825 92 102799 97237 5562 2284 3278 97210 68 415 49 134 281 260 133
internal_count=103514 102966 548 102917 102825 92 102799 97237 5562 2284 3278 97210 68 415 49 134 281 260 133
cat_boundaries=0 5 6 12 13 14
cat_threshold=1073741824 0 4096 131328 32 11 1081344 49280 134217744 271583232 1073759232 1056 2250 1284
is_linear=0
shrinkage=0.01


Tree=590
num_leaves=26
num_cat=4
split_feature=10 24 5 22 1 2 3 3 13 25 5 24 24 4 1 3 11 1 11 10 1 2 2 13 10
split_gain=156292 378176 535143 271299 245318 127061 199475 154162 342206 142229 359602 359866 308991 240417 140026 130809 122472 70047 56238.3 54458.7 36715.7 201702 35522.7 18556.2 854.095
threshold=522.5150000000001 0 287.60700000000003 550.81750000000011 297.63750000000005 1070.9310000000003 6.6572445000000009 670.0675 37.223000000000013 1 161.25550000000001 2 3 1468.3681000000001 1439.8675000000001 1449.0631000000001 172.78900000000002 45.345000000000006 5.6990000000000007 901.21050000000014 7.8769000000000009 1439.8675000000001 11.223500000000003 30.282050000000002 796.68750000000011
decision_type=2 1 2 2 2 2 2 2 2 9 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 5 17 7 20 9 15 10 12 -12 -1 14 -11 18 19 22 -9 -2 21 -7 23 24 -3
right_child=1 4 -4 -5 -6 6 -8 8 -10 13 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.22535982589278156 -0.11096993800921318 -0.24986797663473315 1.6495237506519664 1.0221270850988535 -1.2915977175095503 1.4977440527211066 -0.25186588191986081 -0.21355578310053117 0.72061891494258756 -0.0018143265968212482 0.23707905079017988 -0.47306344127282501 0.014119509502529886 0.9421337268970631 0.73214853488481968 -0.93651240022558913 -0.78829649984836581 0.06563425779342652 -0.7679977525983539 0.511265909021551 0.32801672744750976 0.15841714570468121 -0.79720027694702156 -0.63579314136505127 -0.32194720241001679
leaf_weight=1178 39 31 22 26 34 23 35 142 31 99534 100 214 1677 27 26 38 20 32 21 22 20 22 25 20 35
leaf_count=1178 39 31 22 26 34 23 35 142 31 99534 100 214 1677 27 26 38 20 32 21 22 20 22 25 20 35
internal_value=0 -0.235823 0.242864 0.000757398 -0.499861 0.000499796 0.356783 0.00015385 -0.257333 0.000735197 0.0665806 -0.254419 0.102118 -0.00136664 -0.00162265 -0.408161 -0.109209 -0.346571 -0.284987 0.113443 0.684517 0.842962 -0.465405 -0.368953 -0.288092
internal_weight=0 280 103 103114 177 103088 100 102988 232 102756 3169 314 2855 99587 99560 201 81 143 163 61 65 45 111 86 66
internal_count=103394 280 103 103114 177 103088 100 102988 232 102756 3169 314 2855 99587 99560 201 81 143 163 61 65 45 111 86 66
cat_boundaries=0 1 6 7 8
cat_threshold=2656 1073774592 536870912 4096 135397640 48 1049 2634
is_linear=0
shrinkage=0.01


Tree=591
num_leaves=26
num_cat=3
split_feature=10 24 5 22 1 11 0 25 5 4 10 9 14 5 8 3 6 8 4 25 6 0 5 10 10
split_gain=153182 424282 509191 265901 200095 151392 179492 106238 268034 345209 244599 482571 200776 199632 173931 141267 107542 87656.2 410710 111131 81940.5 79082.2 38564.8 15607.1 1878.95
threshold=522.5150000000001 0 287.60700000000003 550.81750000000011 297.63750000000005 172.78900000000002 6.1822500000000007 1 678.89998000000014 521.79500000000019 400.0485000000001 80.578000000000017 1092.2134000000003 616.44275000000005 172.50050000000002 1449.0631000000001 137.77500000000003 551.49600000000009 216.15000000000003 2 96.060000000000016 7.1670000000000007 897.08550000000014 796.68750000000011 901.21050000000014
decision_type=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
left_child=3 2 5 7 20 6 24 8 10 16 13 -12 15 14 -1 17 22 19 -19 -9 21 23 -10 -3 -2
right_child=1 4 -4 -5 -6 -7 -8 12 9 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.035335200520807762 -0.21020097658038139 -0.27269272712560799 1.5731220792687459 1.0119058700708243 -1.3064934035270446 -0.79044000698172523 0.94769573473930369 -0.056761908238299991 -0.26563851356506346 -1.6176392178308396 -0.0760239976452243 1.8872993128640312 0.95194915771484379 0.92223071365356446 -0.16027707518344197 -0.78708868358446216 -0.74564868087768565 -0.030721297541292769 1.4365605258941652 -0.001323138802569294 0.018124823714747575 -1.1190019187927245 0.23691033853066934 -0.5593969974002323 -0.090149416490034634
leaf_weight=11656 32 39 23 26 31 23 20 3763 26 21 31 21 22 25 473 23 25 93 24 86848 33 20 37 37 22
leaf_count=11656 32 39 23 26 31 23 20 3763 26 21 31 21 22 25 473 23 25 93 24 86848 33 20 37 37 22
internal_value=0 -0.233464 0.217276 0.000749827 -0.550682 -0.0818136 0.138435 0.000494802 0.0280435 -0.46562 0.0324749 0.716857 -0.00324541 0.0295468 0.0277068 -0.00347732 -0.190706 -0.00327867 0.27026 -0.00363188 -0.411741 -0.559508 0.0295092 -0.412272 -0.161291
internal_weight=0 280 120 103114 160 97 74 103088 12315 109 12206 52 90773 12154 12129 90751 88 90728 117 90611 129 96 63 76 54
internal_count=103394 280 120 103114 160 97 74 103088 12315 109 12206 52 90773 12154 12129 90751 88 90728 117 90611 129 96 63 76 54
cat_boundaries=0 1 7 12
cat_threshold=2658 1678803200 536871040 16781698 236060938 1879842866 1056 0 16386 512 6324256 16793600
is_linear=0
shrinkage=0.01


Tree=592
num_leaves=25
num_cat=1
split_feature=10 26 22 8 2 3 3 16 25 5 2 4 2 1 8 3 9 6 11 11 1 2 5 10
split_gain=150133 322292 260609 226349 124714 194719 150168 225314 138407 351587 258138 235385 221074 137000 116629 139284 91625.4 298990 76897.4 54727.7 35867.9 197738 34861.5 13973.4
threshold=522.5150000000001 2022.5000000000002 550.81750000000011 522.5150000000001 1070.9310000000003 6.6572445000000009 670.0675 172.78900000000002 0 161.25550000000001 52.029000000000003 1468.3681000000001 49.990000000000009 1439.8675000000001 15.585000000000003 1449.0631000000001 181.37125000000006 143.41900000000001 167.37000000000003 8.3380000000000027 7.8769000000000009 1439.8675000000001 123.64200000000001 1098.7459000000001
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
left_child=2 -2 4 16 6 20 8 14 9 10 -1 13 -11 -10 15 -8 18 -18 19 23 21 -6 -20 -3
right_child=1 3 -4 -5 5 -7 7 -9 11 12 -12 -13 -14 -15 -16 -17 17 -19 22 -21 -22 -23 -24 -25
leaf_value=0.06088325054177935 0.80741209171436457 -0.22627298762832862 1.0017867917280932 -1.0646574376080487 1.4821906218321428 -0.24788198212214879 -0.30896907663693396 0.76063718795776369 -0.0017954883799549003 -0.027227677660561649 0.32724534054643639 0.93222025270815256 -0.56533963274409749 0.72419514014170716 0.16039677181759396 -0.99322364255001672 -0.46779287569450612 1.0372239000147039 -0.41344331849705096 0.27177693057060243 0.32490969085693361 0.15609075688503005 -0.97640208298509779 -0.49114289692470003
leaf_weight=2427 27 69 26 37 23 35 137 20 99534 183 428 27 131 26 37 38 33 22 22 20 20 22 22 28
leaf_count=2427 27 69 26 37 23 35 137 20 99534 183 428 27 131 26 37 38 33 22 22 20 20 22 22 28
internal_value=0 -0.23113 0.000742273 -0.341962 0.000489798 0.353467 0.000147061 -0.253982 0.000720828 0.0656755 0.100814 -0.00135258 -0.251727 -0.0016059 -0.349701 -0.45755 -0.218167 0.134214 -0.338546 -0.204524 0.67727 0.833875 -0.694923 -0.30273
internal_weight=0 280 103114 253 103088 100 102988 232 102756 3169 2855 99587 314 99560 212 175 216 55 161 117 65 45 44 97
internal_count=103394 280 103114 253 103088 100 102988 232 102756 3169 2855 99587 314 99560 212 175 216 55 161 117 65 45 44 97
cat_boundaries=0 5
cat_threshold=1073774592 536870912 4096 135397640 48
is_linear=0
shrinkage=0.01


Tree=593
num_leaves=25
num_cat=3
split_feature=10 24 5 22 1 2 2 4 0 5 26 25 24 2 5 7 4 16 6 2 1 9 10 10
split_gain=147146 413579 498666 255423 195172 122232 134787 344277 156770 125033 260116 122925 281932 530175 364861 119803 112293 106233 80019.6 86739.2 68495.3 30335.9 74753.6 18016.3
threshold=522.5150000000001 0 287.60700000000003 550.81750000000011 297.63750000000005 1070.9310000000003 542.8678000000001 393.90000000000003 507.82280000000009 0.80500000000000005 2022.5000000000002 1 2 29.306750000000005 156.52200000000002 108.77100000000002 1468.3681000000001 1107.6734000000001 96.060000000000016 11.223500000000003 165.05000000000004 0.45700000000000007 796.68750000000011 796.68750000000011
decision_type=2 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 5 18 6 11 8 15 10 -7 12 13 -1 -14 -8 17 -13 19 23 21 22 -2 -3
right_child=1 4 -4 -5 -6 9 7 -9 -10 -11 -12 16 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.08422795567757245 0.3487390203703018 -0.21532300147745345 1.5578591238934061 0.9917688611837534 -1.2884087187244047 1.2616798434718963 -0.27308752619173554 -1.1357410611046685 0.70053912453029465 -0.21709023509706771 0.047797261505592159 -0.0021128890351460455 0.018452657361015354 0.60480535789640666 -0.38783584389931114 0.43343949794769288 0.68184314250946043 -0.73099856472015379 0.020065033941557914 -1.0573171340942384 -0.60128877222537991 0.31090646941086342 -0.44677027207833753 -0.53394535936628074
leaf_weight=1907 21 36 23 26 31 31 168 36 23 28 41 96341 3989 218 234 28 24 20 33 25 20 29 27 35
leaf_count=1907 21 36 23 26 31 31 168 36 23 28 41 96341 3989 218 234 28 24 20 33 25 20 29 27 35
internal_value=0 -0.228818 0.216015 0.00073485 -0.542066 0.0004849 0.000145591 -0.229477 -0.0805023 0.349932 0.570441 0.000715552 0.0433036 0.136988 -0.00405054 -0.172155 -0.00209361 -0.00226417 -0.404733 -0.550757 -0.0798842 0.0555456 -0.098735 -0.37239
internal_weight=0 280 120 103114 160 103088 102988 255 219 100 72 102733 6348 2125 4223 196 96385 96361 129 96 97 77 48 71
internal_count=103394 280 120 103114 160 103088 102988 255 219 100 72 102733 6348 2125 4223 196 96385 96361 129 96 97 77 48 71
cat_boundaries=0 1 7 8
cat_threshold=2658 1140883712 536870912 4226 135397642 1610874928 32 1098
is_linear=0
shrinkage=0.01


Tree=594
num_leaves=21
num_cat=0
split_feature=10 14 26 22 13 13 3 2 3 3 13 3 16 2 6 12 1 6 1 2
split_gain=144217 319926 282849 250340 129196 172101 171417 119800 189467 147162 332415 123824 113138 98033.1 268838 91391.1 74095.9 69764.5 35061.3 194249
threshold=522.5150000000001 427.34070000000003 2022.5000000000002 550.81750000000011 326.59750000000003 64.038300000000007 439.62900000000008 1070.9310000000003 6.6572445000000009 670.0675 37.223000000000013 1449.0631000000001 1107.6734000000001 542.8678000000001 123.18250000000002 1078.0535000000002 87.303500000000014 169.57550000000003 7.8769000000000009 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 6 16 9 18 12 11 17 13 15 -15 -1 -4 -11 19 -9
right_child=1 -3 4 -5 -6 -7 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0011563429765105802 0.86344083455892717 -1.3564515337736711 -0.2946320206678214 0.98185119225428652 -0.7696807221362465 0.53803848398849374 0.57759760856628417 1.4632442617416381 -0.24675115135737827 -0.18399999140803494 0.71242972035561836 -0.91413538732026756 -0.65885958378131582 -0.017587496257219157 -0.81489758318120775 0.46227102933928021 -0.93891714175542196 -0.72495323115381693 0.31746384906768799 0.14889545470476151
leaf_weight=102449 26 23 119 26 38 32 21 23 35 134 31 38 26 183 55 43 21 29 20 22
leaf_count=102449 26 23 119 26 38 32 21 23 35 134 31 38 26 183 55 43 21 29 20 22
internal_value=0 -0.22653 -0.125409 0.000727501 -0.236708 -0.13177 -0.2649 0.000480051 0.346433 0.000144135 -0.251429 -0.400084 0.00071213 0.000879061 -0.20184 0.0013498 -0.391275 -0.280243 0.66584 0.820674
internal_weight=0 280 257 103114 231 193 161 103088 100 102988 232 201 102756 102730 238 102492 140 163 65 45
internal_count=103394 280 257 103114 231 193 161 103088 100 102988 232 201 102756 102730 238 102492 140 163 65 45
is_linear=0
shrinkage=0.01


Tree=595
num_leaves=11
num_cat=2
split_feature=12 12 0 1 22 22 11 25 1 24
split_gain=139262 264389 188459 176713 132950 579229 165453 91634.7 184093 132696
threshold=1392.9450000000004 1078.0535000000002 1438.4900000000002 13.903 521.77697000000012 611.39525000000015 1439.8675000000001 0 884.13250000000005 1
decision_type=2 2 2 2 2 2 2 9 2 1
left_child=1 2 4 -4 6 -6 7 9 -9 -1
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=0.057144305382542213 -0.71663416597578267 0.9910664569007025 -0.13554810906711379 -1.2461130726337433 1.8081508731842042 -0.4961059466997782 -0.71746826510876416 -0.0034177549944846039 0.46777374512459857 0.0026843783898776426
leaf_weight=6702 27 27 38 23 20 24 32 82891 83 13435
leaf_count=6702 27 27 38 23 20 24 32 82891 83 13435
internal_value=0 0.00164041 0.00138167 -0.554286 0.00171015 0.551284 0.00147571 0.00169883 -0.00294606 0.0208291
internal_weight=0 103275 103248 61 103187 44 103143 103111 82974 20137
internal_count=103302 103275 103248 61 103187 44 103143 103111 82974 20137
cat_boundaries=0 6 7
cat_threshold=343982976 32930 268439552 206733576 277357616 8200 1128
is_linear=0
shrinkage=0.01


Tree=596
num_leaves=11
num_cat=1
split_feature=12 12 0 1 22 22 11 25 1 0
split_gain=136490 259128 184708 173197 130305 567702 162161 89813.4 180430 131082
threshold=1392.9450000000004 1078.0535000000002 1438.4900000000002 13.903 521.77697000000012 611.39525000000015 1439.8675000000001 0 884.13250000000005 594.30750000000012
decision_type=2 2 2 2 2 2 2 9 2 2
left_child=1 2 4 -4 6 -6 7 9 -9 -1
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=0.02274298850038322 -0.70946781635284428 0.98115581247541639 -0.13419266016859757 -1.2336519392871339 1.7900692539215088 -0.4911448915799459 -0.7102935824915767 -0.0033835774150566093 0.4630960080063487 -0.28763634591207016
leaf_weight=20000 27 27 38 23 20 24 32 82891 83 137
leaf_count=20000 27 27 38 23 20 24 32 82891 83 137
internal_value=0 0.00162406 0.00136791 -0.548743 0.00169311 0.545771 0.00146101 0.0016819 -0.0029166 0.0206211
internal_weight=0 103275 103248 61 103187 44 103143 103111 82974 20137
internal_count=103302 103275 103248 61 103187 44 103143 103111 82974 20137
cat_boundaries=0 6
cat_threshold=343982976 32930 268439552 206733576 277357616 8200
is_linear=0
shrinkage=0.01


Tree=597
num_leaves=11
num_cat=1
split_feature=12 12 0 1 22 22 11 3 1 25
split_gain=133774 253971 181033 169750 127711 556405 158934 88157.4 345556 77483.6
threshold=1392.9450000000004 1078.0535000000002 1438.4900000000002 13.903 521.77697000000012 611.39525000000015 1439.8675000000001 76.987500000000011 756.19086000000004 0
decision_type=2 2 2 2 2 2 2 2 2 9
left_child=1 2 4 -4 6 -6 7 9 -9 -1
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=0.019527292786202927 -0.70237312970338039 0.97134426964653875 -0.13285073619139823 -1.2213154132469841 1.7721685886383056 -0.48623343785603845 -0.70319064583629376 0.038323499307412717 0.8103441350540872 -0.0040136358513772298
leaf_weight=16808 27 27 38 23 20 24 32 3346 59 82898
leaf_count=16808 27 27 38 23 20 24 32 3346 59 82898
internal_value=0 0.00160782 0.00135423 -0.543255 0.00167618 0.540313 0.0014464 0.00166508 0.0517007 -4.36535e-05
internal_weight=0 103275 103248 61 103187 44 103143 103111 3405 99706
internal_count=103302 103275 103248 61 103187 44 103143 103111 3405 99706
cat_boundaries=0 6
cat_threshold=343950208 8421506 272 206737672 8922226 8200
is_linear=0
shrinkage=0.01


Tree=598
num_leaves=11
num_cat=1
split_feature=12 12 0 22 22 11 25 2 5 26
split_gain=131112 248917 177430 125170 545333 155771 86691.7 237669 138592 2179.35
threshold=1392.9450000000004 1078.0535000000002 1438.4900000000002 521.77697000000012 611.39525000000015 1439.8675000000001 0 364.96250000000003 370.38000000000005 2022.5000000000002
decision_type=2 2 2 2 2 2 9 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -8 -4
right_child=-2 -3 9 4 -6 -7 8 -9 -10 -11
leaf_value=0.0159275071353676 -0.6953494179690326 0.96163074758317735 -0.61203827192385996 1.7544468879699708 -0.48137110670407618 -0.69615873776376247 -0.00370964083075778 0.29321338718484163 0.19742744605901633 -0.48968316071742285
leaf_weight=19863 27 27 24 20 24 32 82590 314 344 37
leaf_count=19863 27 27 24 20 24 32 82590 314 344 37
internal_value=0 0.00159176 0.0013407 0.00165943 0.53491 0.00143195 0.00164845 0.0202327 -0.002875 -0.537823
internal_weight=0 103275 103248 103187 44 103143 103111 20177 82934 61
internal_count=103302 103275 103248 103187 44 103143 103111 20177 82934 61
cat_boundaries=0 6
cat_threshold=343982976 32930 268439552 206733576 277357618 8200
is_linear=0
shrinkage=0.01


Tree=599
num_leaves=11
num_cat=0
split_feature=12 12 0 1 22 22 11 3 1 5
split_gain=128503 243964 173899 166400 122679 534480 152671 85822.8 338022 77068.5
threshold=1392.9450000000004 1078.0535000000002 1438.4900000000002 13.903 521.77697000000012 611.39525000000015 1439.8675000000001 76.987500000000011 756.19086000000004 897.08550000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 9 -9 -1
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=0.0002012965457178605 -0.68839591043966797 0.95201445720813893 -0.12611018745522751 -1.2037798693905708 1.736902437210083 -0.47655738433202111 -0.68919714938849208 0.037770055290801449 0.80132834924479668 -0.30282602594012309
leaf_weight=99622 27 27 38 23 20 24 32 3346 59 84
leaf_count=99622 27 27 38 23 20 24 32 3346 59 84
internal_value=0 0.00157584 0.00132729 -0.532445 0.00164284 0.529561 0.00141763 0.00163196 0.0510006 -5.3997e-05
internal_weight=0 103275 103248 61 103187 44 103143 103111 3405 99706
internal_count=103302 103275 103248 61 103187 44 103143 103111 3405 99706
is_linear=0
shrinkage=0.01


Tree=600
num_leaves=21
num_cat=4
split_feature=2 2 13 2 11 5 17 15 26 25 10 25 25 2 25 16 5 7 17 11
split_gain=219459 333396 744911 268336 148042 171718 83586.8 531680 89208.4 425508 419893 375470 186530 175215 158140 68273.8 66516.3 54748.5 33954 16660.9
threshold=1439.8675000000001 883.10000000000014 13.153700000000002 1070.9310000000003 798.75000000000011 212.33500000000004 527.79000000000008 358.56557250000009 2022.5000000000002 0 349.36250000000007 1 2 542.8678000000001 3 85.347000000000008 31.832500000000007 104.10250000000001 922.56788200000017 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 9 2 9 9 2 9 2 2 2 2 2
left_child=1 4 3 -3 6 17 8 15 9 10 -1 13 -13 -10 -11 18 -2 19 -8 -6
right_child=16 2 -4 -5 5 -7 7 -9 11 14 -12 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.081987306453468162 -0.35993314627054573 -0.4844704479784579 2.2533334868294852 0.70434213748344998 0.085735096882800677 -1.0712595997406886 0.28491578969524967 1.6693334742025898 -0.088056918923871463 -0.19377279917586523 1.4984172226133803 0.058275484790012363 -0.0076436214954063962 -0.67737234152999581 0.00026008169388604271 -0.46603241963045938 -1.0645735025405885 -0.58784431414170701 -0.15861252767699105 -0.24552475487644021
leaf_weight=6190 37 37 21 39 49 26 45 22 4693 414 21 4770 42094 51 44985 28 21 22 28 22
leaf_count=6190 37 37 21 39 49 26 45 22 4693 414 21 4770 42094 51 44985 28 21 22 28 22
internal_value=0 0.000235408 0.586226 0.125578 -0.000313994 -0.352822 9.19292e-05 0.260622 -0.000218532 0.00907791 0.0866369 -0.00951533 -0.000923118 -0.0941938 -0.00155162 -0.0462262 -0.615062 -0.151969 0.114795 -0.0169088
internal_weight=0 103557 97 76 103460 119 103341 123 103218 51610 6211 51608 46864 4744 45399 101 58 93 73 71
internal_count=103615 103557 97 76 103460 119 103341 123 103218 51610 6211 51608 46864 4744 45399 101 58 93 73 71
cat_boundaries=0 5 11 17 23
cat_threshold=68206592 536870914 664 35819530 144 49280 536903810 640 102928384 16384 1024 1610612992 2147631104 524546 273686816 1946943490 256 1073741824 0 0 134218016 67371008 32
is_linear=0
shrinkage=0.01


Tree=601
num_leaves=22
num_cat=3
split_feature=2 2 13 2 7 2 16 9 7 14 15 8 26 25 10 25 10 25 10 9 5
split_gain=215092 326762 730087 262996 109826 209221 251080 213159 152481 290017 556342 122773 85448.3 419969 535077 313305 219305 154994 142844 75938.4 65192.6
threshold=1439.8675000000001 883.10000000000014 13.153700000000002 1070.9310000000003 522.5150000000001 352.68673250000012 237.51325000000003 384.29599999999999 361.43000000000006 172.50050000000002 38.081000000000003 225.65850000000003 2022.5000000000002 0 255.92650000000003 1 485.19100000000009 2 522.5150000000001 340.35000000000008 31.832500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 9 2 2 2
left_child=1 4 3 -3 8 6 7 11 12 10 19 -6 13 14 -1 18 -17 -15 -14 -10 -2
right_child=20 2 -4 -5 5 -7 -8 -9 9 -11 -12 -13 15 17 -16 16 -18 -19 -20 -21 -22
leaf_value=0.084627024403093276 -0.35633381688917004 -0.47962573141665077 2.2308000675837198 0.69729877517773564 -0.18476508264689101 -0.90435978942447237 0.93100476568395441 -1.0404976727412296 0.23850584726075869 -0.73899531470404722 1.6779948861258371 0.45109701686435272 -0.052948799395116028 -0.19178563387399589 1.7232089490890503 0.0024273449721912035 0.56667583197787186 0.00052301925196837032 -0.38641293370723723 -0.41013850688934328 -1.0539277686391559
leaf_weight=5595 37 37 21 39 194 36 22 26 185 27 28 36 10838 413 20 40371 69 45450 130 20 21
leaf_count=5595 37 37 21 39 194 36 22 26 185 27 28 36 10838 413 20 40371 69 45450 130 20 21
internal_value=0 0.000232916 0.580364 0.124322 -0.000310992 -0.187047 -0.0941574 -0.182257 0.000257475 0.242122 0.355814 -0.0852388 -0.000353734 0.00875332 0.0903026 -0.00947319 0.00338925 -0.00125017 -0.0568494 0.175223 -0.608911
internal_weight=0 103557 97 76 103460 314 278 256 103146 260 233 230 102886 51478 5615 51408 40440 45863 10968 205 58
internal_count=103615 103557 97 76 103460 314 278 256 103146 260 233 230 102886 51478 5615 51408 40440 45863 10968 205 58
cat_boundaries=0 5 11 17
cat_threshold=68190208 536870914 536 35819530 16 345030788 545292418 553714336 100831746 25664 1024 1073741824 0 0 134218016 67371008 32
is_linear=0
shrinkage=0.01


Tree=602
num_leaves=21
num_cat=1
split_feature=2 2 13 2 11 0 0 6 1 26 1 7 9 24 7 1 1 1 11 11
split_gain=210812 320259 715559 257763 144723 163257 144689 183774 158849 114399 95011.6 89034.1 176346 112146 98815.6 387071 133580 60030.1 59325.6 37561.4
threshold=1439.8675000000001 883.10000000000014 13.153700000000002 1070.9310000000003 798.75000000000011 86.604000000000028 883.10000000000014 288.21750000000009 28.772400000000001 2022.5000000000002 75.142750000000007 522.5150000000001 384.29599999999999 0 138.14056700000003 469.21250000000003 1439.8675000000001 273.76200000000006 1439.8675000000001 1092.2834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 4 3 -3 6 18 11 8 9 -8 -2 14 13 -13 16 -16 -1 -10 19 -6
right_child=10 2 -4 -5 5 -7 7 -9 17 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.0012468713401615212 -0.28642332752545674 -0.47482948316110146 2.2084921559833344 0.69032581630425582 -0.12342793515324592 -0.94677904938206525 0.76411064915035087 1.1967041642665863 -0.7041095020657494 0.069733873484086009 -1.1205648447708649 0.16869045596569776 -0.83007366286383732 -0.24412142782676513 0.050986190933999274 0.93039603569186657 0.59175975870144992 0.021133776092529297 -0.51839083699079658 0.40733593857288364
leaf_weight=101463 36 37 21 39 40 33 46 20 21 49 22 102 36 154 1335 52 38 25 26 20
leaf_count=101463 36 37 21 39 40 33 46 20 21 49 22 102 36 154 1335 52 38 25 26 20
internal_value=0 0.000230402 0.57456 0.123079 -0.000308067 -0.348843 9.32802e-05 0.299641 0.172398 0.405958 -0.602822 -0.000374128 -0.174744 -0.0825882 0.00012074 0.0839561 -0.00102486 -0.309956 -0.119402 0.0534934
internal_weight=0 103557 97 76 103460 119 103341 161 141 95 58 103180 292 256 102888 1387 101501 46 86 60
internal_count=103615 103557 97 76 103460 119 103341 161 141 95 58 103180 292 256 102888 1387 101501 46 86 60
cat_boundaries=0 1
cat_threshold=3124
is_linear=0
shrinkage=0.01


Tree=603
num_leaves=14
num_cat=0
split_feature=2 2 13 2 22 11 0 7 4 1 0 1 26
split_gain=206616 313886 701319 252633 142477 96565.6 93629.4 198990 180466 95265.7 119654 93120.9 41783
threshold=1439.8675000000001 883.10000000000014 13.153700000000002 1070.9310000000003 524.87500000000011 1439.8675000000001 883.10000000000014 303.79500000000007 76.50500000000001 1439.8675000000001 748.92250000000013 75.142750000000007 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 9 8 -8 10 -1 -2 -11
right_child=11 2 -4 -5 -6 -7 7 -9 -10 12 -12 -13 -14
leaf_value=-0.00026160321253180282 -0.2835590920183394 -0.47008117147394129 2.1864072305815561 0.68342248286383278 -0.66746489018201827 -0.55813867262294214 0.26580123816767048 1.1718440523147584 -0.66554238739013671 0.11901249408721924 -0.45459141871024822 -1.1093591961061413 0.73223887432813639
leaf_weight=103125 36 37 21 39 32 31 124 20 25 20 58 22 25
leaf_count=103125 36 37 21 39 32 31 124 20 25 20 58 22 25
internal_value=0 0.000228025 0.568815 0.121848 -0.000305059 -9.86438e-05 6.86651e-05 0.235253 0.109536 -0.000316367 -0.000516986 -0.596794 0.459694
internal_weight=0 103557 97 76 103460 103428 103397 169 149 103228 103183 58 45
internal_count=103615 103557 97 76 103460 103428 103397 169 149 103228 103183 58 45
is_linear=0
shrinkage=0.01


Tree=604
num_leaves=17
num_cat=0
split_feature=2 2 13 2 22 1 0 1 2 7 2 16 1 1 7 26
split_gain=202505 307640 687363 247606 139641 91267.8 89342.3 189752 252067 100358 184331 100127 95630.4 94326.3 101073 48401
threshold=1439.8675000000001 883.10000000000014 13.153700000000002 1070.9310000000003 524.87500000000011 75.142750000000007 883.10000000000014 365.02500000000003 261.97000000000008 522.5150000000001 352.68673250000012 172.78900000000002 10.847970000000002 1439.8675000000001 394.58800000000002 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -2 9 8 12 13 11 -11 -8 14 -1 -15
right_child=5 2 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 15 -16 -17
leaf_value=-0.00054639039446720543 -0.28072349998686053 -0.46538037261447396 2.1645431005848308 0.67658824903842729 -0.66079022556543354 -1.0982656197385354 0.076258220082462427 -0.52451797800404687 1.4168763236999513 -0.15710562242240442 -0.92724996376037594 0.56226684661138626 0.80383459481326014 0.11782236194610596 0.24136751110326349 0.79753507532856693
leaf_weight=102745 36 37 21 39 32 22 101 28 20 246 30 21 22 20 173 22
leaf_count=102745 36 37 21 39 32 22 101 28 20 246 30 21 22 20 173 22
internal_value=0 0.000225745 0.563127 0.12063 -0.000302008 -0.590826 -9.76573e-05 0.228289 0.375692 -0.00047588 -0.184033 -0.100526 0.206394 5.36122e-05 -0.000139745 0.473862
internal_weight=0 103557 97 76 103460 58 103428 171 143 103257 297 267 123 102960 102918 42
internal_count=103615 103557 97 76 103460 58 103428 171 143 103257 297 267 123 102960 102918 42
is_linear=0
shrinkage=0.01


Tree=605
num_leaves=23
num_cat=3
split_feature=18 1 22 22 3 16 25 24 24 10 6 2 2 9 6 19 26 26 10 2 3 26
split_gain=140145 348060 206904 451007 206269 126140 107476 937574 118771 91763.3 375207 93189.5 193220 61666.8 82588.5 130202 46587.9 33556 14434.7 12166.8 8939.35 6217.62
threshold=283.49220000000008 542.71780000000012 521.77697000000012 674.74319250000019 272.24748000000005 1107.6734000000001 0 1 2 901.21050000000014 79.689000000000007 1439.8675000000001 1070.9310000000003 172.78900000000002 38.582500000000003 256.94000000000005 2022.5000000000002 2022.5000000000002 1449.0631000000001 8.0915000000000017 7.8873450000000007 2022.5000000000002
decision_type=2 2 2 2 2 2 9 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 13 6 7 21 17 11 18 12 -8 14 15 19 -10 -9 -11 -2 -13 -1
right_child=1 -3 3 -5 -6 -7 9 8 16 10 -12 20 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.8961548456095032 -0.127333452974179 -1.4264579374139958 1.7815219650268554 -0.34216991496086124 -0.84988705621046179 0.62807362288236623 -0.00094407974713548945 0.33154194065502718 -0.3895133057287184 0.020768160439552145 1.3605812355041504 -0.55669669168336056 0.61472674671341399 0.38341346011017308 -0.49700106502343444 0.75048557690211715 -0.10851049443422739 -0.01021229760121491 -0.29998918151855469 0.12232784644417141 -0.27988814306259158 1.0426009392738342
leaf_weight=59 129 22 20 20 34 32 102607 56 118 47 25 28 51 33 39 21 118 59 20 23 20 57
leaf_count=59 129 22 20 20 34 32 102607 56 118 47 25 28 51 33 39 21 118 59 20 23 20 57
internal_value=0 -0.215485 0.000606474 0.719676 -0.119996 0.000328027 0.0001335 0.149892 -0.113028 -0.000561362 0.315118 -0.00084419 -0.000638217 -0.0187048 -0.0812987 0.0124146 -0.238889 0.143711 -0.0749803 -0.0895558 -0.44136 0.891281
internal_weight=0 301 103337 40 279 103297 103265 467 351 102798 92 102706 102658 245 212 173 236 115 67 152 48 116
internal_count=103638 301 103337 40 279 103297 103265 467 351 102798 92 102706 102658 245 212 173 236 115 67 152 48 116
cat_boundaries=0 5 6 7
cat_threshold=1073741824 0 4096 131072 32 2120 1284
is_linear=0
shrinkage=0.01


Tree=606
num_leaves=17
num_cat=2
split_feature=14 10 19 8 0 2 12 4 14 25 24 16 2 8 14 14
split_gain=160290 236106 132592 132509 178504 158899 1.50613e+06 172481 156509 151843 719043 194769 98478.2 80432.5 26056 8347.12
threshold=920.44288200000017 88.107500000000016 1200.2987000000003 1117.4100000000001 8.0730000000000022 883.10000000000014 144.54600000000002 223.58100000000002 678.01075000000003 0 1 264.3250000000001 1439.8675000000001 1468.3681000000001 808.55215250000015 1420.5906000000002
decision_type=2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2
left_child=2 15 3 5 13 8 7 12 9 10 -1 -11 -7 -5 -10 -2
right_child=1 -3 -4 4 -6 6 -8 -9 14 11 -12 -13 -14 -15 -16 -17
leaf_value=0.82537951413542032 -0.2209151997566223 -1.3958637666702272 -0.81383910799026493 -0.48522901943751739 -1.1755077782544223 0.28941268145608212 2.8116071850912916 -0.9217432689666748 0.86402317929835548 -0.00012656174658709149 -0.0027410574180255949 -0.22488976719382506 -0.32087393274158238 0.27972648832533098 0.35968543529510499 0.039030842554001584
leaf_weight=118 30 20 20 28 22 78 21 20 21 102176 589 387 40 27 20 21
leaf_count=118 30 20 20 28 22 78 21 20 21 102176 589 387 40 27 20 21
internal_value=0 -0.475001 0.000304705 0.000461956 -0.41422 0.000770553 0.316655 -0.0630118 0.000284393 3.91476e-05 0.145058 -0.000974564 0.0825359 -0.109705 0.618005 -0.113879
internal_weight=0 71 103567 103547 77 103470 159 138 103311 103270 707 102563 118 55 41 51
internal_count=103638 71 103567 103547 77 103470 159 138 103311 103270 707 102563 118 55 41 51
cat_boundaries=0 5 6
cat_threshold=1073741824 0 4096 131080 262176 72
is_linear=0
shrinkage=0.01


Tree=607
num_leaves=13
num_cat=2
split_feature=11 22 14 10 19 10 5 1 25 24 3 14
split_gain=243329 175378 140298 192300 129947 131071 391359 124932 118897 649549 199086 8508.32
threshold=1439.8675000000001 524.87500000000011 920.44288200000017 43.311250000000008 1200.2987000000003 901.21050000000014 171.08800000000002 11.349000000000002 0 1 1449.0631000000001 1420.5906000000002
decision_type=2 2 2 2 2 2 2 2 9 1 2 2
left_child=1 2 4 11 5 8 7 -7 9 -1 -10 -4
right_child=-2 -3 3 -5 -6 6 -8 -9 10 -11 -12 -13
leaf_value=0.54560423450536877 0.94918245783558608 -0.6794955874744214 -0.22763496824673243 -1.2771102631092073 -0.80570071434974666 0.27237711240660473 1.507199880351191 -0.63901372710863746 -0.0010768991538513764 -0.093502791368443042 0.67172529621557764 0.038640542711530411
leaf_weight=235 27 38 28 20 20 53 23 21 102658 450 44 21
leaf_count=235 27 38 28 20 20 53 23 21 102658 450 44 21
internal_value=0 -0.000267266 -1.80636e-05 -0.45079 0.00028244 0.000438209 0.367859 0.0137392 9.34871e-05 0.130449 -0.000788578 -0.113517
internal_weight=0 103611 103573 69 103504 103484 97 74 103387 685 102702 49
internal_count=103638 103611 103573 69 103504 103484 97 74 103387 685 102702 49
cat_boundaries=0 5 6
cat_threshold=1073741824 0 4096 1179656 32 3144
is_linear=0
shrinkage=0.01


Tree=608
num_leaves=16
num_cat=2
split_feature=11 22 14 10 10 6 1 3 4 25 24 16 10 10 14
split_gain=238487 171888 137507 188473 124396 347225 130369 218555 313422 134448 915214 129878 9044.96 8976.59 8339
threshold=1439.8675000000001 524.87500000000011 920.44288200000017 43.311250000000008 901.21050000000014 79.689000000000007 756.19086000000004 543.52500000000009 277.77250000000009 0 1 1107.6734000000001 1449.0631000000001 1098.7459000000001 1420.5906000000002
decision_type=2 2 2 2 2 2 2 2 2 9 1 2 2 2 2
left_child=1 2 4 14 6 12 9 8 -8 10 -1 -11 13 -6 -4
right_child=-2 -3 3 -5 5 -7 7 -9 -10 11 -12 -13 -14 -15 -16
leaf_value=0.92987134255342574 0.93969063641848394 -0.67270062986173129 -0.22535862292562212 -1.2643391721248627 -0.087876305146650846 1.297548020907811 -0.18075806623511018 0.6533944698174794 -1.2793606501240884 -0.0004862746375479622 -0.099282050455084744 0.6468827413743542 -0.18256847630376402 0.18908760633468627 0.03825411841982887
leaf_weight=108 27 38 28 20 22 28 160 24 31 102731 321 31 23 25 21
leaf_count=108 27 38 28 20 22 28 160 24 31 102731 321 31 23 25 21
internal_value=0 -0.000264157 -1.74463e-05 -0.446282 0.000280052 0.35639 -5.74402e-05 -0.246047 -0.359065 0.000455082 0.175085 -0.000290956 -0.0200738 0.0594449 -0.112382
internal_weight=0 103611 103573 69 103504 98 103406 215 191 103191 429 102762 70 47 49
internal_count=103638 103611 103573 69 103504 98 103406 215 191 103191 429 102762 70 47 49
cat_boundaries=0 5 6
cat_threshold=1073741824 0 0 131072 32 2120
is_linear=0
shrinkage=0.01


Tree=609
num_leaves=10
num_cat=0
split_feature=11 22 14 4 19 14 16 16 14
split_gain=233741 168468 134771 175282 127214 128138 127358 116871 15013.7
threshold=1439.8675000000001 524.87500000000011 920.44288200000017 48.388837500000008 1200.2987000000003 678.01075000000003 1107.6734000000001 264.3250000000001 808.55215250000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -7
right_child=-2 -3 3 -5 -6 8 -8 -9 -10
leaf_value=0.00064198758922190164 0.93029372272668054 -0.66597361815603151 -0.061903521797873763 -1.1104719146728517 -0.7971859121322632 0.73294107006354769 0.63097705304622653 -0.17960167550809494 0.35437413215637209
leaf_weight=103049 27 38 44 25 20 22 32 361 20
leaf_count=103049 27 38 44 25 20 22 32 361 20
internal_value=0 -0.000260714 -1.647e-05 -0.44182 0.000278054 0.000432177 0.000207955 1.27645e-05 0.552671
internal_weight=0 103611 103573 69 103504 103484 103442 103410 42
internal_count=103638 103611 103573 69 103504 103484 103442 103410 42
is_linear=0
shrinkage=0.01


Tree=610
num_leaves=13
num_cat=0
split_feature=4 4 7 11 8 26 26 6 4 0 0 0
split_gain=102963 194585 1.30717e+06 155418 147309 105384 102260 603160 714483 276170 128102 207263
threshold=1468.3681000000001 891.77550000000008 174.01000000000002 1439.8675000000001 1468.3681000000001 2022.5000000000002 2022.5000000000002 877.0150000000001 4.402000000000001 28.148500000000002 1438.4900000000002 354.51980000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 -3 7 9 -9 -1 11 -8
right_child=-2 2 -4 -5 -6 -7 10 8 -10 -11 -12 -13
leaf_value=0.0021630047357088524 -0.46860891849436664 -0.50873318590615924 2.7283297061920169 -0.73284961577119501 -0.60741630792617796 0.2101791415837678 -0.0090859693397153159 0.039666297721862795 2.5754786643981937 0.092915932904456419 0.64286846733093261 -0.24757880388350512
leaf_weight=48359 47 38 20 29 40 44 51325 25 20 3603 30 367
leaf_count=48359 47 38 20 29 40 44 51325 25 20 3603 30 367
internal_value=0 -0.000453333 0.436104 -0.000882329 -0.000677768 -0.122975 -0.000443797 0.00945792 1.16669 0.00845573 -0.0104001 -0.0107792
internal_weight=0 103900 102 103798 103769 82 103729 52007 45 51962 51722 51692
internal_count=103947 103900 102 103798 103769 82 103729 52007 45 51962 51722 51692
is_linear=0
shrinkage=0.01


Tree=611
num_leaves=14
num_cat=3
split_feature=4 4 7 11 8 26 26 6 4 25 25 3 25
split_gain=100914 190713 1.28115e+06 152326 144378 103287 100225 591157 700265 397385 377898 178418 166411
threshold=1468.3681000000001 891.77550000000008 174.01000000000002 1439.8675000000001 1468.3681000000001 2022.5000000000002 2022.5000000000002 877.0150000000001 4.402000000000001 0 1 1077.3535000000002 2
decision_type=2 2 2 2 2 2 2 2 2 9 9 2 9
left_child=1 3 5 4 6 -3 7 9 -9 -1 11 -8 -12
right_child=-2 2 -4 -5 -6 -7 10 8 -10 -11 12 -13 -14
leaf_value=0.076653900482940157 -0.4639228299323549 -0.50364586541527201 2.7010463294982912 -0.72552112209385844 -0.60134213733673092 0.20807737710801039 -0.08770926861778626 0.039269634819030765 2.5497239813804629 -0.0028275139383015088 0.053079228921921032 -0.81456479801851156 -0.0079403679278750427
leaf_weight=7312 47 38 20 29 40 44 5011 25 20 44650 4996 34 41681
leaf_count=7312 47 38 20 29 40 44 5011 25 20 44650 4996 34 41681
internal_value=0 -0.0004488 0.431743 -0.000873505 -0.00067099 -0.121746 -0.000439359 0.00936334 1.15503 0.00837118 -0.0102961 -0.0924246 -0.00139926
internal_weight=0 103900 102 103798 103769 82 103729 52007 45 51962 51722 5045 46677
internal_count=103947 103900 102 103798 103769 82 103729 52007 45 51962 51722 5045 46677
cat_boundaries=0 5 10 16
cat_threshold=68206720 536871042 680 33686024 16432 1081472 536903810 520 170037512 16400 1077936384 2151677952 537395462 272703520 1963720738 1280
is_linear=0
shrinkage=0.01


Tree=612
num_leaves=14
num_cat=3
split_feature=4 4 7 11 8 26 26 6 4 25 25 3 25
split_gain=98906 186918 1.25566e+06 149294 141505 101231 98231.6 579393 686329 389638 370378 174867 163105
threshold=1468.3681000000001 891.77550000000008 174.01000000000002 1439.8675000000001 1468.3681000000001 2022.5000000000002 2022.5000000000002 877.0150000000001 4.402000000000001 0 1 1077.3535000000002 2
decision_type=2 2 2 2 2 2 2 2 2 9 9 2 9
left_child=1 3 5 4 6 -3 7 9 -9 -1 11 -8 -12
right_child=-2 2 -4 -5 -6 -7 10 8 -10 -11 12 -13 -14
leaf_value=0.082860449598000957 -0.45928358727313107 -0.49860941196742808 2.6740359239578249 -0.71826590455811601 -0.59532872676849369 0.20599659631198106 -0.086832176654671522 0.038876941871643068 2.5242266421318056 -0.0017669353026870355 0.052549495506693827 -0.80641914115232582 -0.0078609833422041697
leaf_weight=6164 47 38 20 29 40 44 5011 25 20 45798 4996 34 41681
leaf_count=6164 47 38 20 29 40 44 5011 25 20 45798 4996 34 41681
internal_value=0 -0.000444197 0.427426 -0.000864656 -0.000664166 -0.120528 -0.000434851 0.00926985 1.14348 0.00828761 -0.010193 -0.0915004 -0.00138517
internal_weight=0 103900 102 103798 103769 82 103729 52007 45 51962 51722 5045 46677
internal_count=103947 103900 102 103798 103769 82 103729 52007 45 51962 51722 5045 46677
cat_boundaries=0 5 10 16
cat_threshold=68206720 536871042 648 33686024 16400 1081472 536903810 520 170037512 16400 1077936384 2151677952 537395462 272703520 1963720738 1280
is_linear=0
shrinkage=0.01


Tree=613
num_leaves=14
num_cat=3
split_feature=4 4 7 11 22 26 26 6 4 25 25 3 25
split_gain=96937.9 183198 1.23067e+06 146324 126843 99216.9 93541.5 568021 672671 376633 357771 171793 159349
threshold=1468.3681000000001 891.77550000000008 174.01000000000002 1439.8675000000001 524.87500000000011 2022.5000000000002 2022.5000000000002 877.0150000000001 4.402000000000001 0 1 1077.3535000000002 2
decision_type=2 2 2 2 2 2 2 2 2 9 9 2 9
left_child=1 3 5 4 6 -3 7 9 -9 -1 11 -8 -12
right_child=-2 2 -4 -5 -6 -7 10 8 -10 -11 12 -13 -14
leaf_value=0.074303868516163149 -0.4546907536526944 -0.49362330762963547 2.6472955131530762 -0.71108325078055767 -0.58606013981071681 0.20393661490218207 -0.08512866196716333 0.038488160705566411 2.4989844093322753 -0.0028893031192063828 0.052063327602692111 -0.79835494742673985 -0.007696007856327668
leaf_weight=7354 47 38 20 29 37 44 5027 25 20 44611 4987 34 41674
leaf_count=7354 47 38 20 29 37 44 5027 25 20 44611 4987 34 41674
internal_value=0 -0.000439634 0.423151 -0.000855888 -0.000657403 -0.119323 -0.000448596 0.00902119 1.13204 0.00804869 -0.00997111 -0.0897428 -0.00129931
internal_weight=0 103900 102 103798 103769 82 103732 52010 45 51965 51722 5061 46661
internal_count=103947 103900 102 103798 103769 82 103732 52010 45 51965 51722 5061 46661
cat_boundaries=0 5 10 16
cat_threshold=68206720 536871042 680 33690120 16400 1081472 536903810 520 170037512 16400 1077936384 2151677952 537395462 272703520 1963720738 1280
is_linear=0
shrinkage=0.01


Tree=614
num_leaves=13
num_cat=0
split_feature=4 4 7 11 8 26 26 6 4 10 0 0
split_gain=95008.8 179552 1.20618e+06 143412 138457 97242.4 94368.3 556560 659285 358107 126776 201159
threshold=1468.3681000000001 891.77550000000008 174.01000000000002 1439.8675000000001 1468.3681000000001 2022.5000000000002 2022.5000000000002 877.0150000000001 4.402000000000001 522.5150000000001 1438.4900000000002 367.42525000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 -3 7 9 -9 -1 11 -8
right_child=-2 2 -4 -5 -6 -7 10 8 -10 -11 -12 -13
leaf_value=0.007561055069303174 -0.45014383742149838 -0.48868708146245859 2.6208226480484007 -0.70397241576992231 -0.58887696599960326 0.20189725232395259 -0.0087413531819660259 0.038103279876708987 2.4739945871829985 1.229363690763712 0.63988908338546746 -0.2499802158062143
leaf_weight=51938 47 38 20 29 40 44 51344 25 20 24 30 348
leaf_count=51938 47 38 20 29 40 44 51344 25 20 24 30 348
internal_value=0 -0.000435127 0.41892 -0.000847217 -0.000650717 -0.11813 -0.000423885 0.00908807 1.12072 0.00812538 -0.00998825 -0.0103654
internal_weight=0 103900 102 103798 103769 82 103729 52007 45 51962 51722 51692
internal_count=103947 103900 102 103798 103769 82 103729 52007 45 51962 51722 51692
is_linear=0
shrinkage=0.01


Tree=615
num_leaves=22
num_cat=3
split_feature=8 14 11 6 1 25 4 6 9 24 7 1 25 4 4 3 6 3 6 14 8
split_gain=144598 178936 178590 159793 155899 432640 382015 580071 333661 254469 137865 511482 120862 122936 122261 139237 114975 104373 87904.6 7633.92 166.457
threshold=901.21050000000014 920.44288200000017 1439.8675000000001 160.46250000000003 190.85750000000002 0 4.3062000000000014 222.67000000000004 384.29599999999999 1 8.0632500000000018 7.8769000000000009 2 547.82000000000005 1085.2750000000003 7.8873450000000007 160.46250000000003 384.83520000000004 1424.6500000000003 1420.5906000000002 1468.3681000000001
decision_type=2 2 2 2 2 9 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2
left_child=1 2 4 19 12 6 7 -6 16 -8 20 -12 13 17 18 -16 -7 -1 -14 -3 -2
right_child=10 3 -4 -5 5 8 9 -9 -10 -11 11 -13 14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.059906081001455523 -0.64465354640309402 -0.29640185901096888 0.78592627446199292 -1.235677141689119 0.34274202503142948 -0.071170029288322723 0.35733122014999391 1.6315749057029425 0.96374324258168542 -0.17560588982180658 1.2148020625114442 -0.88349931606879606 0.00058155612942572632 -0.75075981493349431 0.82737344999571105 -0.20824383449554443 -0.48596910115834829 -0.58956319181542649 0.58211651435265177 -0.040601971626281735 -0.67781318505605059
leaf_weight=1778 41 28 29 21 431 689 130 38 30 239 21 26 99594 27 37 20 74 38 26 20 24
leaf_count=1778 41 28 29 21 431 689 130 38 30 239 21 26 99594 27 37 20 74 38 26 20 24
internal_value=0 0.000949002 0.00128944 -0.508123 0.00106884 0.0980605 0.254743 0.447168 -0.069845 0.0170745 -0.358558 0.0540396 -0.000489406 -0.080511 0.000998149 0.463999 -0.1114 -0.0709892 0.000733332 -0.189819 -0.656897
internal_weight=0 103249 103180 69 103151 1631 838 469 793 369 112 47 101520 1843 99677 57 763 1816 99620 48 65
internal_count=103361 103249 103180 69 103151 1631 838 469 793 369 112 47 101520 1843 99677 57 763 1816 99620 48 65
cat_boundaries=0 6 7 12
cat_threshold=3178496 536870912 584 35651584 68 12288 3136 0 536887296 4224 138444832 67371008
is_linear=0
shrinkage=0.01


Tree=616
num_leaves=22
num_cat=2
split_feature=8 11 7 5 20 3 25 26 6 20 4 7 12 25 4 16 8 0 26 3 8
split_gain=141720 139301 135122 439381 113189 147180 126339 402155 436557 219126 513474 239807 200369 178903 125095 102676 86485.5 72829.2 31671.4 14282.8 163.144
threshold=901.21050000000014 1439.8675000000001 8.0632500000000018 45.051000000000009 258.2675000000001 252.32950000000002 0 2022.5000000000002 606.07650000000001 28.531000000000006 93.374000000000009 552.55750000000012 1078.0535000000002 1 891.77550000000008 925.3130000000001 259.21600000000007 86.604000000000028 2022.5000000000002 7.7340000000000009 1468.3681000000001
decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=1 4 20 -4 6 16 7 8 13 11 -11 -9 14 -1 15 -8 17 19 -16 -6 -2
right_child=2 -3 3 -5 5 -7 12 9 -10 10 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=0.47191400071124101 -0.63820701017612369 0.6711806993330679 1.0000199375053247 -0.93417461478191866 -0.17537858818968136 -1.0511208093166351 -0.0010755659792307632 -0.07482935869976387 1.5410239403898067 0.043507483500829884 1.8575019595921041 0.51500824733519213 0.75516686459950044 0.10464645794633441 -0.16395870359320391 -0.57667729700765302 0.47314729833602903 -0.72006991443634039 -0.54864185515411046 0.11434983323514462 -0.67103505452473955
leaf_weight=133 41 31 24 23 114 20 97791 2362 22 71 20 71 35 2396 38 31 20 25 49 20 24
leaf_count=133 41 31 24 23 114 20 97791 2362 22 71 20 71 35 2396 38 31 20 25 49 20 24
internal_value=0 0.000939688 -0.354972 0.0534992 0.000738391 -0.237525 0.00119864 0.0497981 0.138442 -0.0395968 0.442188 -0.0576167 -0.00132451 0.126241 -0.00159507 -0.00125798 -0.14662 -0.224578 -0.380619 -0.132136 -0.650328
internal_weight=0 103249 112 47 103218 199 103019 5075 2551 2524 91 2433 97944 2529 97909 97822 179 159 87 134 65
internal_count=103361 103249 112 47 103218 199 103019 5075 2551 2524 91 2433 97944 2529 97909 97822 179 159 87 134 65
cat_boundaries=0 6 10
cat_threshold=1073774848 4194434 0 33685768 536870944 32 0 2 0 131072
is_linear=0
shrinkage=0.01


Tree=617
num_leaves=25
num_cat=1
split_feature=2 12 6 26 8 19 10 24 3 6 6 2 16 11 0 19 10 22 5 9 5 16 2 8
split_gain=164617 1.17296e+06 307622 176801 143975 300539 396686 203960 227642 218408 167783 155583 136102 126728 122869 90248.5 121242 67020.5 66638.2 23590.4 22929.5 18096.3 9803.97 1103.67
threshold=883.10000000000014 166.70600000000002 123.18250000000002 2022.5000000000002 362.27300000000002 38.038500000000006 151.12275000000002 0 123.21700000000001 543.52500000000009 1424.6500000000003 512.13625000000013 819.02500000000009 1439.8675000000001 109.23040000000002 395.04300000000006 426.12125000000009 4.410000000000001 522.5150000000001 47.672656500000009 91.722500000000011 1107.6734000000001 1439.8675000000001 490.81062000000003
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
left_child=4 2 3 14 10 7 -7 8 20 11 12 18 13 15 -2 16 -1 -17 -9 21 23 -14 -5 -6
right_child=1 -3 -4 22 5 6 -8 9 -10 -11 -12 -13 19 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00088746950281564806 0.26112687599658968 2.5240148841767085 -1.0659441525003184 -0.091559216596186169 0.01123174171447754 1.6207863622619993 -0.30069633158770476 -0.26233336912720118 0.84984535477378143 -1.1538174755342545 0.72488250061869619 -1.1118611299423944 -0.10992580793120645 -0.69709328035895635 1.2210856199264526 -0.16791201749195656 0.20779173552402963 -0.80424181032180786 0.30766112067482687 -0.72285516193934851 -0.43049240684509282 -0.49961432383610649 -0.35838400846435908 -0.075762792995997835
leaf_weight=102136 40 21 23 40 25 21 22 303 33 31 32 21 22 26 20 96 284 20 22 21 20 26 21 35
leaf_count=102136 40 21 23 40 25 21 22 303 33 31 32 21 22 26 20 96 284 20 22 21 20 26 21 35
internal_value=0 0.316157 -0.00582195 0.195689 4.44204e-05 -0.163885 0.637702 -0.234228 0.138733 -0.340661 0.000895499 -0.277652 0.000669762 0.000968454 0.581113 0.00114546 0.00146119 -0.277624 -0.223749 -0.443309 -0.137259 -0.321007 -0.183417 -0.0395151
internal_weight=0 165 144 121 103196 533 43 490 113 377 102663 346 102631 102562 60 102536 102420 116 325 69 80 48 61 60
internal_count=103361 165 144 121 103196 533 43 490 113 377 102663 346 102631 102562 60 102536 102420 116 325 69 80 48 61 60
cat_boundaries=0 1
cat_threshold=529
is_linear=0
shrinkage=0.01


Tree=618
num_leaves=35
num_cat=2
split_feature=2 16 4 4 26 16 10 5 1 4 9 6 24 6 4 24 0 2 1 15 16 6 3 19 9 2 6 14 1 0 16 17 17 16
split_gain=161341 849534 290322 146067 198833 113891 135357 130641 103575 281371 976800 315396 311137 496156 459695 265745 167241 93941.2 87676.6 86965.4 286367 672499 203329 160052 99468.7 142574 137246 123462 45653.2 44675.4 40413.2 29121.7 10064.2 17.4172
threshold=883.10000000000014 38.805000000000007 343.82250000000005 43.649000000000008 2022.5000000000002 522.5150000000001 362.00600000000003 28.532785500000003 198.54500000000004 3.9236625000000003 384.29599999999999 483.06600000000009 0 344.61250000000007 371.41875000000005 1 594.30750000000012 169.99800000000002 55.204000000000015 65.094000000000008 276.75750000000005 52.247500000000009 439.62900000000008 395.04300000000006 367.7580000000001 101.31180000000002 1424.6500000000003 522.5150000000001 78.098632500000022 39.465500000000013 1107.6734000000001 25.995000000000001 23.060750000000002 690.61569250000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 18 8 7 30 19 10 11 15 13 14 -11 -10 17 -14 -2 24 22 31 23 -21 26 28 27 -1 -26 -27 32 -22 33 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 9 12 -12 -13 16 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 29 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=-0.0011660272278579467 0.88130978485633593 2.2450411186218262 -1.0721484537124635 1.0087407613992692 -0.3547349179634508 -0.13703187779212991 -0.96264210025469465 0.36644491796692213 0.29108525353877701 0.10108611987726321 1.8473020655968611 1.3652909258455037 -0.11272152720798145 -0.97622048229882208 1.2391422401004366 -0.047049969768417736 -1.1879790378752209 -0.49534644088220026 0.054547576904296874 0.05001314814448006 -0.28414964818954469 2.1955647359575545 -0.82953939071068394 0.95114949560165396 -0.051670611469011342 -0.36767568778991705 0.73951530647277841 -0.3581040106114653 -0.53618558384123305 -0.96550803146362296 -0.67804044063274671 0.25549578499794007 -0.39984036147594454 -0.1247135829654607
leaf_weight=99590 29 20 20 20 53 24 24 36 392 168 34 20 165 33 45 550 21 105 23 1358 20 21 26 20 263 25 25 97 21 25 26 20 20 22
leaf_count=99590 29 20 20 20 53 24 24 36 392 168 34 20 165 33 45 550 21 105 23 1358 20 21 26 20 263 25 25 97 21 25 26 20 20 22
internal_value=0 0.312996 0.0465067 0.225492 0.0763012 4.3976e-05 -0.273485 -0.144268 0.000447458 0.0820306 0.181508 0.122634 -0.102476 0.158315 0.341521 0.0962508 -0.317468 -0.26152 0.515627 -0.000784596 0.0757042 0.746455 0.0465618 0.0630921 -0.00190464 -0.174188 -0.00132755 -0.00151334 -0.0874974 -0.666592 -0.344112 -0.0143269 -0.212565 -0.131141
internal_weight=0 165 145 125 105 103196 152 128 103044 1533 996 962 537 246 213 942 291 270 52 101511 1465 61 1404 1378 100046 334 99712 99687 284 50 92 40 66 46
internal_count=103361 165 145 125 105 103196 152 128 103044 1533 996 962 537 246 213 942 291 270 52 101511 1465 61 1404 1378 100046 334 99712 99687 284 50 92 40 66 46
cat_boundaries=0 1 2
cat_threshold=3140 283
is_linear=0
shrinkage=0.01


Tree=619
num_leaves=29
num_cat=6
split_feature=8 14 6 1 25 4 6 24 22 24 1 24 7 1 4 6 25 25 4 1 3 4 3 1 1 6 14 8
split_gain=138286 172670 154499 148420 421769 371648 563232 373962 263765 247041 354075 207981 131341 499357 127503 121587 126001 120912 119073 107688 101535 98233.4 118285 82931.5 267905 82532.2 7486.34 155.617
threshold=901.21050000000014 920.44288200000017 160.46250000000003 190.85750000000002 0 4.3062000000000014 222.67000000000004 1 550.81750000000011 2 511.45025000000004 3 8.0632500000000018 7.8769000000000009 52.298000000000009 169.57550000000003 4 5 547.82000000000005 273.76200000000006 384.83520000000004 1085.2750000000003 7.8873450000000007 511.45025000000004 365.02500000000003 1424.6500000000003 1420.5906000000002 1468.3681000000001
decision_type=2 2 2 2 9 2 2 1 2 1 2 1 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2
left_child=1 3 26 8 5 6 7 -5 17 10 -7 23 27 -14 -11 16 -13 18 20 -17 -1 25 -23 24 -6 -19 -3 -2
right_child=12 2 -4 4 11 9 -8 -9 -10 14 -12 15 13 -15 -16 19 -18 21 -20 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.060266539568040671 -0.63001058392408416 -0.29171955108642578 -1.2145597753070649 0.77568527942233612 0.17522128319740296 0.68963091440498825 1.6074419514442744 0.12887690722187864 0.9701763263770512 0.45427920009408679 -0.49789771542829625 0.10777575960526101 1.1989841550304776 -0.87429761446439302 -0.2637120618460313 -0.042926567587359195 -0.18949504633935596 0.00056947188352566463 -0.74019465693721065 -0.82436572488149018 -0.58267029837558137 0.75089368459340688 -0.20363007879257203 -0.11069118994253653 1.5267480268478395 0.5640536179909339 -0.03840422344207764 -0.66207235813140874
leaf_weight=1779 41 28 21 125 55 96 38 306 28 28 34 211 21 26 212 29 406 99593 27 45 38 37 20 27 20 26 20 24
leaf_count=1779 41 28 21 125 55 96 38 306 28 28 34 211 21 26 212 29 406 99593 27 45 38 37 20 27 20 26 20 24
internal_value=0 0.000919314 -0.499159 0.00125373 0.0958609 0.250429 0.440353 0.337454 -0.000266718 0.0164565 0.351972 -0.0699494 -0.350654 0.0520623 -0.172749 -0.133171 -0.0891596 -0.000534374 -0.0805506 -0.518126 -0.0711919 0.000953908 0.415973 0.331995 0.535628 0.000716538 -0.186171 -0.641849
internal_weight=0 103249 69 103180 1632 839 469 431 101548 370 130 793 112 47 240 691 617 101520 1844 74 1817 99676 57 102 75 99619 48 65
internal_count=103361 103249 69 103180 1632 839 469 431 101548 370 130 793 112 47 240 691 617 101520 1844 74 1817 99676 57 102 75 99619 48 65
cat_boundaries=0 6 7 8 9 14 19
cat_threshold=3178496 536870912 584 35651584 68 12288 275 3136 5 67191808 16416 65568 0 8388608 0 536887296 4224 138444832 67371008
is_linear=0
shrinkage=0.01


Tree=620
num_leaves=29
num_cat=1
split_feature=4 0 14 8 0 10 16 12 25 2 2 10 0 2 8 16 16 5 6 2 6 15 7 11 0 4 4 4
split_gain=169906 509330 338536 339919 143896 98765 169921 214379 114514 401678 434203 253729 154748 253240 167060 145398 133491 164077 129551 120524 99744.4 73271.2 71718.7 151461 60155.7 45314.6 240.361 216.845
threshold=672.57974000000002 538.27200000000016 45.189400000000006 26.782750000000004 38.717000000000006 619.25400000000013 90.28700000000002 248.65100000000004 0 1070.9310000000003 1439.8675000000001 522.5150000000001 335.27750000000009 597.17782000000011 5.6990000000000007 218.14250000000004 925.3130000000001 678.89998000000014 1424.6500000000003 352.68673250000012 235.90250000000003 450.81000000000006 10.187500000000002 8.3380000000000027 65.287500000000009 891.77550000000008 1468.3681000000001 767.98765000000014
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
left_child=5 2 3 4 25 8 7 20 9 12 -11 16 15 14 -14 18 17 19 -1 -10 22 -17 23 -7 -19 27 -27 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 11 10 -12 -13 13 -15 -16 21 -18 24 -20 -21 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.019148841633340703 -0.23523766821080988 -1.6514411703745524 -1.1772363536174482 0.96036045652447333 -0.85431134490966798 -0.41932782966982241 0.43558301776647568 -1.2793077980388294 -0.0036885713349098987 1.8517190307617188 0.02279267375115995 1.0029637777328493 0.27480464896361034 1.2285724117444909 -0.17347691097985146 -0.17357630301382124 0.69842169585051372 -0.29522090954567071 0.78706933758475561 -0.20090209932764244 0.41855049905322844 -0.74877509112358098 -0.77100449357713974 0.57404621124267574 -0.92017134523391719 0.15123978311816852 0.11248084704081217 -0.27789533431713398
leaf_weight=15538 22 24 26 33 25 66 32 22 86432 25 27 25 300 23 115 194 27 67 22 311 21 25 28 20 20 48 24 26
leaf_count=15538 22 24 26 33 25 66 32 22 86432 25 27 25 300 23 115 194 27 67 22 311 21 25 28 20 20 48 24 26
internal_value=0 -0.273465 -0.11135 0.0443408 -0.164133 -0.000180261 -0.228568 -0.363937 0.000238207 0.0245785 0.902084 -0.00432195 0.02178 0.207189 0.150582 0.0166333 -0.00461237 -0.00483098 0.0202346 -0.00439564 -0.214765 -0.239238 -0.331428 -0.188311 -0.438888 -0.0203455 0.13832 -0.258344
internal_weight=0 228 204 178 145 103340 189 157 103151 16269 52 86882 16217 438 415 15779 86857 86830 15560 86743 135 219 114 86 87 120 72 48
internal_count=103568 228 204 178 145 103340 189 157 103151 16269 52 86882 16217 438 415 15779 86857 86830 15560 86743 135 219 114 86 87 120 72 48
cat_boundaries=0 5
cat_threshold=1611694592 545308834 16781792 38969632 1350582304
is_linear=0
shrinkage=0.01


Tree=621
num_leaves=24
num_cat=3
split_feature=4 0 14 8 0 11 25 2 2 3 3 0 24 2 10 26 3 25 8 2 1 2 26
split_gain=166525 499194 331799 333155 141033 97069.2 98690.3 668280 466007 311390 276822 215819 608722 197505 179585 107160 97642.8 87188.5 94996.6 84592.4 78151.7 67932.9 28476.8
threshold=672.57974000000002 538.27200000000016 45.189400000000006 26.782750000000004 38.717000000000006 1439.8675000000001 0 1070.9310000000003 1439.8675000000001 1449.0631000000001 472.9221300000001 335.27750000000009 1 1070.9310000000003 522.5150000000001 2022.5000000000002 1449.0631000000001 2 166.61000000000004 383.96180000000004 10.302000000000001 15.581850000000001 2022.5000000000002
decision_type=2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2
left_child=5 2 3 4 20 6 7 10 -9 13 11 14 -13 17 -1 -15 21 19 -19 -8 22 -12 -2
right_child=1 -3 -4 -5 -6 -7 9 8 -10 -11 16 12 -14 15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.022087761270441694 0.064035304273877824 -1.6349267824490867 -1.1654639797027295 0.95075685009811861 -0.8457682415008545 -0.59969644330166005 -0.05386740682778185 2.065116458468967 0.18940651196699876 1.2135772877647764 -0.066513344569409147 0.82737095938788519 -0.033944684504512768 -1.2071438505649568 -0.41881847191882393 -0.24138679983439268 -0.91072090955880969 -0.0031517597320852935 0.11308075947132702 -0.52309789095169457 0.55049976086616514 -0.44569326834929618 -0.27787103864653356
leaf_weight=13859 42 24 26 33 25 27 2584 27 26 21 94 116 241 20 93 27 26 85336 709 39 20 95 58
leaf_count=13859 42 24 26 33 25 27 2584 27 26 21 94 116 241 20 93 27 26 85336 709 39 20 95 58
internal_value=0 -0.270731 -0.110237 0.0438973 -0.162491 -0.000178458 -2.1779e-05 0.0240833 1.14496 -0.00398388 0.0200097 0.0253612 0.268147 -0.00427254 0.0191488 -0.652347 -0.336148 -0.00392902 -0.00219376 -0.0606131 -0.020142 -0.257106 -0.13427
internal_weight=0 228 204 178 145 103340 103313 14577 53 88736 14524 14309 357 88715 13952 47 215 88668 86045 2623 120 189 100
internal_count=103568 228 204 178 145 103340 103313 14577 53 88736 14524 14309 357 88715 13952 47 215 88668 86045 2623 120 189 100
cat_boundaries=0 5 6 12
cat_threshold=1615888896 545308834 16781760 38969632 1350583328 2096 256 0 8 471859210 786448 1056
is_linear=0
shrinkage=0.01


Tree=622
num_leaves=26
num_cat=2
split_feature=10 5 1 2 1 2 5 1 6 1 24 6 0 1 6 1 10 25 1 6 5 2 10 26 5
split_gain=152621 173674 271581 126713 107604 192308 101684 297041 218379 147773 517774 433772 249892 201735 179594 104150 101246 94447.1 74674 67359.5 53290.1 30874.8 30211.1 29170 10701.6
threshold=619.25400000000013 522.5150000000001 315.7462000000001 180.86900000000003 1439.8675000000001 10.852000000000002 779.2410000000001 210.63000000000002 173.40750000000003 469.21250000000003 0 53.105500000000006 242.5325 542.71780000000012 15.100500000000002 438.42500000000007 556.40500000000009 1 542.71780000000012 79.689000000000007 22.173850000000005 63.252850000000002 1098.7459000000001 2022.5000000000002 1083.8250000000003
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=4 2 3 19 6 -6 9 8 23 15 11 18 13 -12 -14 16 17 -1 -11 20 22 -17 -2 -8 -25
right_child=1 -3 -4 -5 5 -7 7 -9 -10 10 12 -13 14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.021194402673903469 -0.19985159984656745 0.52689889669418333 -1.3461667529582977 0.42881725311279295 0.073812693698065618 -1.1921138464269185 -0.41890287277026056 -1.0509941127565172 0.93629685688018793 0.87288916625976576 0.26625861215591434 1.761037383824587 0.8733764333952041 -0.41790374568085265 -0.21101765255133312 -0.25281312745192958 0.63617718238830567 -0.0045667185116778667 0.23114263675429605 0.14415575400642727 -0.87893998602162249 -0.7635367465019226 -0.59310996564229324 0.0495248623455272 -0.19319964042076698
leaf_weight=17059 56 24 25 25 28 21 39 36 20 25 60 32 42 153 24 29 25 85610 66 23 23 20 30 34 39
leaf_count=17059 56 24 25 25 28 21 39 36 20 25 60 32 42 153 24 29 25 85610 66 23 23 20 30 34 39
internal_value=0 -0.272685 -0.378125 -0.223978 -0.000223624 -0.468727 -1.41899e-06 -0.245821 -0.0262289 0.000398967 0.191752 0.702488 -0.0565618 -0.225182 0.479051 -0.000349737 -0.00012981 -0.000284752 0.407447 -0.347614 -0.451382 -0.461272 -0.337035 -0.198109 -0.0801499
internal_weight=0 206 182 157 103362 49 103313 168 132 103145 402 123 279 213 66 102743 102694 102669 91 132 109 49 86 112 73
internal_count=103568 206 182 157 103362 49 103313 168 132 103145 402 123 279 213 66 102743 102694 102669 91 132 109 49 86 112 73
cat_boundaries=0 1 6
cat_threshold=1286 1614840320 545309346 16781664 38994208 1350583328
is_linear=0
shrinkage=0.01


Tree=623
num_leaves=28
num_cat=1
split_feature=4 0 14 8 0 11 0 24 9 17 10 10 1 6 6 1 1 4 2 1 4 0 8 7 11 7 4
split_gain=162597 486918 324918 325899 138150 95235.4 87995 360884 213356 311442 205102 146569 313611 107694 83447.8 76757 74697.7 115632 101263 90324.2 288061 95232.5 72923.9 69812.1 64587.6 30471.1 27446.1
threshold=672.57974000000002 538.27200000000016 45.189400000000006 26.782750000000004 38.717000000000006 1439.8675000000001 262.14225000000005 0 617.48075000000006 5.008 522.5150000000001 556.40500000000009 218.24100000000001 255.31490000000005 126.081 10.302000000000001 756.19086000000004 143.69840000000002 8.3370000000000015 469.21250000000003 229.75969200000003 228.21400000000003 248.12265000000002 148.37805150000003 28.666615500000002 21.000235000000004 1085.2750000000003
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
left_child=5 2 3 4 15 6 11 22 9 10 -9 16 13 24 -11 26 19 18 -18 21 -21 -1 23 25 -13 -8 -2
right_child=1 -3 -4 -5 -6 -7 7 8 -10 14 -12 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00013729798128328069 -0.28267583468827334 -1.6148283100128173 -1.1532314496773939 0.94045410445242217 -0.83686180076599115 -0.59399719414887608 -0.23690918804894032 0.17112282082946265 1.1669256301153275 -0.24559278011322022 1.1281227605239206 -0.37144693682892155 -1.468649787902832 0.54673501038551331 -0.99878502984841666 0.54580956792831425 -0.17818249174718109 0.42185946195021923 -0.83409730438841512 0.076958063001463406 1.2934362733364106 -0.20701662433387988 -0.75949881849617795 0.33784289360046388 0.1231741628381941 -0.6538192696571351 0.050330557293362083
leaf_weight=101412 55 24 26 33 25 27 142 851 21 38 23 99 20 20 24 20 89 23 32 169 22 223 29 20 36 20 45
leaf_count=101412 55 24 26 33 25 27 142 851 21 38 23 99 20 20 24 20 89 23 32 169 22 223 29 20 36 20 45
internal_value=0 -0.267511 -0.109003 0.0435244 -0.160604 -0.000169347 -1.41551e-05 0.0862914 0.168329 0.147723 0.196307 -0.00100103 -0.290156 -0.138092 -0.537151 -0.0197175 -0.00050479 -0.228101 -0.351648 -0.000182928 0.217076 -0.000591217 -0.28048 -0.219564 -0.239548 -0.28838 -0.132823
internal_weight=0 228 204 178 145 103340 103313 1168 957 936 874 102145 175 155 62 120 101970 144 121 101826 191 101635 211 182 135 162 100
internal_count=103568 228 204 178 145 103340 103313 1168 957 936 874 102145 175 155 62 120 101970 144 121 101826 191 101635 211 182 135 162 100
cat_boundaries=0 1
cat_threshold=1152
is_linear=0
shrinkage=0.01


Tree=624
num_leaves=25
num_cat=3
split_feature=4 0 14 5 11 25 2 2 3 3 0 24 2 10 6 26 3 25 4 0 1 2 4 3
split_gain=159361 477228 318452 155798 93340.2 95292.9 654865 456834 305530 271257 209667 597801 193972 172813 112111 104840 93668.1 85381.7 86112.2 82801 104742 82301.4 81534.7 28282.3
threshold=672.57974000000002 538.27200000000016 45.189400000000006 421.77600000000007 1439.8675000000001 0 1070.9310000000003 1439.8675000000001 1449.0631000000001 472.9221300000001 335.27750000000009 1 1070.9310000000003 522.5150000000001 53.833000000000006 2022.5000000000002 1077.3535000000002 2 147.65000000000003 131.25500000000002 10.302000000000001 383.96180000000004 74.563750000000013 76.987500000000011
decision_type=2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2
left_child=4 2 3 19 5 6 9 -8 12 10 13 -12 17 -1 16 -14 -11 21 -19 20 23 -7 -16 -2
right_child=1 -3 -4 -5 -6 8 7 -9 -10 14 11 -13 15 -15 22 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.021697137333206482 -0.029243663115345916 -1.5986800281206766 -1.1416991339280056 0.85201899573916484 -0.58805722141155492 -0.054806501870327262 2.0442976118017127 0.18714067775469559 1.202143984295073 -0.022201687810576964 0.81843199858589788 -0.035017740194541055 -1.1952045698165894 -0.41081567502790883 -1.1272382293144863 -0.2399569450042866 -0.62472530435113349 -0.0032412243321492708 0.09320043116191036 -0.64953548431396491 0.62463620980580647 -0.5178832836640187 -0.41815613937377932 -0.44415723323822021
leaf_weight=13859 92 24 26 21 27 2413 27 26 21 107 116 241 20 93 24 27 34 85280 936 21 24 39 50 20
leaf_count=13859 92 24 26 21 27 2413 27 26 21 107 116 241 20 93 24 27 34 85280 936 21 24 39 50 20
internal_value=0 -0.264836 -0.107913 0.0430891 -0.000167654 -1.40135e-05 0.0236726 1.13324 -0.00390732 0.0196399 0.0249373 0.264238 -0.00419325 0.0188141 -0.33292 -0.646445 -0.167491 -0.00385282 -0.00219396 -0.0651117 0.0251302 -0.0619194 -0.648129 -0.103335
internal_weight=0 228 204 178 103340 103313 14577 53 88736 14524 14309 357 88715 13952 215 47 141 88668 86216 157 136 2452 74 112
internal_count=103568 228 204 178 103340 103313 14577 53 88736 14524 14309 357 88715 13952 215 47 141 88668 86216 157 136 2452 74 112
cat_boundaries=0 5 6 12
cat_threshold=1615888896 545308834 16781760 38969632 1350583328 2096 256 0 8 471859210 262160 1056
is_linear=0
shrinkage=0.01


Tree=625
num_leaves=22
num_cat=6
split_feature=4 7 6 0 1 22 25 24 26 14 1 14 25 24 1 4 24 25 3 4 26
split_gain=158050 846158 175676 147493 175671 120567 99130.9 265670 206051 94821 325045 136640 78585 932383 99327.6 64491.4 38110.9 14548.4 9783.58 65426.6 512.658
threshold=891.77550000000008 371.89150000000006 173.40750000000003 1438.4900000000002 6.6537000000000015 524.87500000000011 0 1 2022.5000000000002 678.01075000000003 122.82375000000002 1092.2134000000003 2 3 273.76200000000006 1085.2750000000003 4 5 53.872267500000007 1468.3681000000001 2022.5000000000002
decision_type=2 2 2 2 2 2 9 1 2 2 2 2 9 1 2 2 1 9 2 2 2
left_child=3 2 15 5 -5 6 7 8 -1 12 11 -11 13 -8 -14 -2 20 -18 19 -17 -9
right_child=1 -3 -4 4 -6 -7 9 16 -10 10 -12 -13 14 -15 -16 18 17 -19 -20 -21 -22
leaf_value=0.65284080587216287 -0.20998791945391687 2.0456826865673063 -0.73531883093026962 0.06833511379786901 1.208694213791327 -0.6342062845230102 0.84403817348343013 -0.10074413159619207 -0.13142890261180365 -0.27544960496560583 1.4483444776535035 0.57835727033943973 0.000458396918187102 -0.05652667848706068 -0.099598363086789432 -0.16771953582763671 -0.39471183768252738 -0.18155713804066181 0.51394186496734617 0.58690224788807055 -0.056431624492009481
leaf_weight=67 29 24 26 35 22 30 129 69 67 53 20 29 100917 663 1002 20 184 118 24 27 42
leaf_count=67 29 24 26 35 22 30 129 69 67 53 20 29 100917 663 1002 20 184 118 24 27 42
internal_value=0 0.324767 -0.0030267 -7.11642e-05 0.508474 -0.00035153 -0.000167555 -0.133214 0.242601 0.000553201 0.305298 0.0265065 0.000250619 0.0988514 -0.000525243 0.187369 -0.258002 -0.319915 0.34967 0.265787 -0.077037
internal_weight=0 150 126 103447 57 103390 103360 547 134 102813 102 82 102711 792 101919 100 413 302 71 47 111
internal_count=103597 150 126 103447 57 103390 103360 547 134 102813 102 82 102711 792 101919 100 413 302 71 47 111
cat_boundaries=0 6 7 12 13 14 19
cat_threshold=1073742080 2 0 134217736 32 32 1284 0 536870912 4096 1179648 262144 66 2049 1073741824 0 0 0 32
is_linear=0
shrinkage=0.01


Tree=626
num_leaves=22
num_cat=3
split_feature=4 2 8 5 3 0 2 4 25 25 5 9 9 12 2 26 8 26 4 9 25
split_gain=154905 969880 177965 274271 178793 131446 111147 94757.6 88471.7 76638.1 325768 198633 87663.9 469521 116561 73199.6 71255 28454.5 25278.3 726.804 648.687
threshold=891.77550000000008 472.9221300000001 901.21050000000014 220.56900000000005 4.5710000000000006 1438.4900000000002 4.402000000000001 1468.3681000000001 0 1 392.81250000000006 384.29599999999999 497.3561400000001 114.49700000000001 1070.9310000000003 2022.5000000000002 1468.3681000000001 2022.5000000000002 1085.2750000000003 4.9995000000000003 2
decision_type=2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 9
left_child=2 6 5 4 16 8 7 18 15 10 11 -10 14 -14 -11 20 -4 -7 -2 -17 -1
right_child=1 -3 3 -5 -6 17 -8 -9 9 12 -12 -13 13 -15 -16 19 -18 -19 -20 -21 -22
leaf_value=-0.028798294339155289 -0.28628104662895204 2.3144792325156076 -0.13366656875610353 -1.3792798212300175 0.67866189765930174 0.24255947599044214 -0.44882258647527451 0.63795195794874626 0.036596437865569265 -0.0003993361699950363 1.1468674240793499 0.97528512457142713 -0.074911825323104864 0.85287462577819828 -0.43412311957728478 -0.24598713485500479 -0.85017907267031467 0.69454289515813183 0.13260003678938923 -0.30876203441619871 0.0027972107439969496
leaf_weight=183 25 21 35 23 20 26 39 31 1134 101225 28 23 200 75 62 237 23 30 34 20 103
leaf_count=183 25 21 35 23 20 26 39 31 1134 101225 28 23 200 75 62 237 23 30 34 20 103
internal_value=0 0.321519 -7.02484e-05 -0.41963 -0.136657 0.000339787 -0.00291624 0.19031 7.71887e-05 0.000756046 0.0803717 0.0552566 -0.000180711 0.178121 -0.000664828 -0.126069 -0.417801 0.484693 -0.0448919 -0.250872 -0.0183286
internal_weight=0 150 103447 101 78 103346 129 90 103290 102747 1185 1157 101562 275 101287 543 58 56 59 257 286
internal_count=103597 150 103447 101 78 103346 129 90 103290 102747 1185 1157 101562 275 101287 543 58 56 59 257 286
cat_boundaries=0 6 11 17
cat_threshold=1073742080 2 0 134217736 32 32 0 536870912 4096 7471360 262144 1073741824 0 0 0 32 32
is_linear=0
shrinkage=0.01


Tree=627
num_leaves=26
num_cat=6
split_feature=4 11 8 6 8 5 3 0 1 25 24 26 25 24 12 26 9 12 1 8 3 4 24 25 26
split_gain=151822 737282 223395 400434 174423 268813 175235 128831 162053 86717.6 272442 184821 75113 554002 351353 256559 85919.3 460177 113261 69837 42109.7 43529.1 36313.3 40515.3 3567.64
threshold=891.77550000000008 242.583 81.253 8.0827500000000025 901.21050000000014 220.56900000000005 4.5710000000000006 1438.4900000000002 6.6537000000000015 0 1 2022.5000000000002 2 3 283.49220000000008 2022.5000000000002 497.3561400000001 114.49700000000001 273.76200000000006 1468.3681000000001 53.872267500000007 1468.3681000000001 4 5 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 9 1 2 9 1 2 2 2 2 2 2 2 2 1 9 2
left_child=4 2 3 20 7 6 19 9 -9 10 11 -1 13 15 -15 -11 18 -18 -14 -6 21 -2 23 -12 -24
right_child=1 -3 -4 -5 5 -7 -8 8 -10 12 22 -13 16 14 -16 -17 17 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.64646836291498222 -0.18875288934321016 2.0093866827271203 0.99844672060012818 -1.3227025927668032 -0.13232990210396903 -1.3654870435465938 0.6718752551078796 0.06315996667316981 1.1743241471336001 0.97647542953491218 -0.0010814845202298 -0.10199155785487247 0.00036309133114242816 -0.045837171206902429 1.2932009592056275 0.24980984571938203 -0.074162713873386382 0.84434589120323467 -0.11015130277595712 -0.84167728424072263 0.53005338627359144 0.35139753990173339 -0.34513075871901083 -0.26764889832084066 -0.43569872484650723
leaf_weight=67 37 22 20 23 35 23 20 35 21 89 106 65 100351 969 20 107 200 75 936 23 23 25 88 131 86
leaf_count=67 37 22 20 23 35 23 20 35 21 89 106 65 100351 969 20 107 200 75 936 23 23 25 88 131 86
internal_value=0 0.318304 0.0276491 -0.152128 -6.95709e-05 -0.415434 -0.13529 0.000336364 0.479847 7.63918e-05 -0.124813 0.258338 0.000748486 0.079568 -0.0185708 0.551631 -0.000178904 0.17634 -0.00065818 -0.413623 0.164615 0.0290497 -0.251082 -0.153295 -0.368704
internal_weight=0 150 128 108 103447 101 78 103346 56 103290 543 132 102747 1185 989 196 101562 275 101287 58 85 62 411 237 174
internal_count=103597 150 128 108 103447 101 78 103346 56 103290 543 132 102747 1185 989 196 101562 275 101287 58 85 62 411 237 174
cat_boundaries=0 6 7 12 13 14 15
cat_threshold=1073742080 2 0 134217736 32 32 1284 0 536870912 4096 7471360 262144 66 2721 1073741824
is_linear=0
shrinkage=0.01


Tree=628
num_leaves=21
num_cat=0
split_feature=10 11 16 1 6 7 6 7 17 3 0 10 2 14 0 8 7 2 10 10
split_gain=131329 291956 158252 148532 132459 120855 272180 188435 693897 229655 142787 113693 215809 106857 95204.5 78050.8 58887.4 140567 38081.1 426.541
threshold=556.40500000000009 1439.8675000000001 1107.6734000000001 297.63750000000005 276.51600000000002 615.99125000000015 606.07650000000001 371.89150000000006 123.80250000000002 365.67550000000006 507.82280000000009 426.12125000000009 33.375500000000009 1092.2134000000003 354.51980000000003 81.253 7.2855540000000012 3.1373300000000004 901.21050000000014 675.38900000000001
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 2 5 4 16 7 10 11 9 -9 15 13 -13 -1 -5 -7 17 18 19 -2
right_child=3 -3 -4 14 -6 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00029089246662177551 -0.084510772114708324 1.0604622940833752 0.72684516143798827 -1.2533967177073162 0.47849561968157367 -0.15231594820972533 -1.3175533662523544 0.21911302878031896 1.8170508140784043 -0.67684489965438843 -0.89827561605544315 0.020836786870137756 0.93074278298177227 0.60681294737191038 -0.28935440778732302 0.32794749197752582 -0.57941742796646922 0.49365429980414255 -0.51920541555985156 -0.14413050319467272
leaf_weight=102668 21 26 30 21 31 128 21 215 26 33 21 83 38 29 20 46 38 28 46 28
leaf_count=102668 21 26 30 21 31 128 21 215 26 33 21 83 38 29 20 46 38 28 46 28
internal_value=0 0.000921798 0.000655216 -0.236757 -0.120083 0.000444335 -0.235848 0.00093942 0.262835 0.0998928 -0.119357 0.000241494 0.306592 -0.000119456 -0.783132 -0.0253498 -0.235338 -0.129037 -0.312567 -0.118579
internal_weight=0 103364 103338 233 192 103308 216 103092 274 248 195 102818 121 102697 41 174 161 123 95 49
internal_count=103597 103364 103338 233 192 103308 216 103092 274 248 195 102818 121 102697 41 174 161 123 95 49
is_linear=0
shrinkage=0.01


Tree=629
num_leaves=22
num_cat=6
split_feature=4 2 8 5 3 0 1 2 4 25 24 26 22 25 24 9 8 24 4 25 26
split_gain=149423 946646 171014 262557 171480 126210 158845 108415 92178.8 84959.6 267040 181135 78641 74023.3 541745 92221.8 68558.7 35619.9 24630.3 13617.7 470.184
threshold=891.77550000000008 472.9221300000001 901.21050000000014 220.56900000000005 4.5710000000000006 1438.4900000000002 6.6537000000000015 4.402000000000001 1468.3681000000001 0 1 2022.5000000000002 524.87500000000011 2 3 497.3561400000001 1468.3681000000001 4 1085.2750000000003 5 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 9 1 2 2 9 1 2 2 1 2 9 2
left_child=2 7 5 4 16 9 -7 8 18 10 11 -1 13 14 -11 -15 -4 20 -2 -19 -12
right_child=1 -3 3 -5 -6 6 -8 -9 -10 12 17 -13 -14 15 -16 -17 -18 19 -20 -21 -22
leaf_value=0.6400292609342888 -0.28417022061347963 2.2847173459189278 -0.13112270818437849 -1.3502916597283405 0.66397554206848142 0.062394453116825649 1.1625076627731323 -0.44514354510185045 0.62759275251819246 0.54593022790927326 -0.097729042094686761 -0.10092873448591966 -0.5388808275152136 -0.00053850804868174314 -0.017984803404382809 0.18316960459207965 -0.8339478326880414 -0.38180019486967165 0.12930668059517356 -0.17482657207278757 -0.055599769658820575
leaf_weight=67 25 21 35 23 20 35 21 39 31 196 69 65 27 101262 988 274 23 182 34 117 43
leaf_count=67 25 21 35 23 20 35 21 39 31 196 69 65 27 101262 988 274 23 182 34 117 43
internal_value=0 0.315773 -7.39592e-05 -0.411359 -0.134495 0.00032799 0.474937 -0.00475234 0.186084 7.06745e-05 -0.123546 0.255786 0.000735921 0.000877832 0.0791564 -4.27583e-05 -0.409829 -0.248557 -0.0458954 -0.309089 -0.0748696
internal_weight=0 150 103447 101 78 103346 56 129 90 103290 543 132 102747 102720 1184 101536 58 411 59 299 112
internal_count=103597 150 103447 101 78 103346 56 129 90 103290 543 132 102747 102720 1184 101536 58 411 59 299 112
cat_boundaries=0 6 7 12 13 14 19
cat_threshold=1073742080 2 0 134217736 32 32 1284 0 536870912 4096 7471360 262144 66 2049 1073741824 0 0 0 32
is_linear=0
shrinkage=0.01


Tree=630
num_leaves=26
num_cat=4
split_feature=11 2 10 7 3 4 12 10 9 25 24 9 9 25 5 26 1 9 3 12 2 24 3 0 2
split_gain=135789 152669 300486 472775 426759 197931 160630 110822 165736 87033.3 488297 437731 394160 363335 306283 281540 140038 106267 272282 425004 111906 324446 125354 87554.8 54720.9
threshold=1439.8675000000001 658.86750000000018 130.02000000000001 108.77100000000002 233.37814 4.5710000000000006 144.54600000000002 1098.7459000000001 86.815500000000014 0 1 13.247000000000002 157.57500000000002 2 228.21400000000003 2022.5000000000002 273.76200000000006 407.55349999999999 170.74000000000004 209.81750000000002 364.96250000000003 3 1449.0631000000001 354.51980000000003 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 1 2 2 2
left_child=1 7 3 4 5 24 -4 9 -9 10 13 16 -13 15 -15 -1 -12 20 19 -19 22 -22 -11 -20 -3
right_child=-2 2 6 -5 -6 -7 -8 8 -10 17 11 12 -14 14 -16 -17 -18 18 23 -21 21 -23 -24 -25 -26
leaf_value=1.2853613500595094 0.66154887664702633 -0.39375018152678126 -1.5371451727549235 1.1823288037226751 0.82278242049678685 -1.1908374960422516 -0.36766548436620961 0.030586867332458498 1.0959189204547717 -0.0014262946761356566 -0.05546065825715317 1.7068791845321656 0.23550658318533826 0.1307811410874859 1.3264948653091084 0.29484472742947665 -0.54666022864977526 -0.17541129736850661 -0.8638840432705418 0.97599864759960697 0.5388006137666248 -0.055595167523715648 -0.63742524793071131 -0.12958607456900859 0.1100463526337235
leaf_weight=60 31 107 24 26 31 30 23 40 23 99365 1777 25 67 816 22 55 60 240 62 37 137 246 31 22 27
leaf_count=60 31 107 24 26 31 30 23 40 23 99365 1777 25 67 816 22 55 60 240 62 37 137 246 31 22 27
internal_value=0 -0.000388295 -0.238754 -0.0843364 -0.253225 -0.456617 -0.964847 0.000231408 0.419518 -2.4994e-05 0.0540581 -0.0375979 0.635336 0.238046 0.16026 0.746705 -0.0715042 -0.00158673 -0.172849 -0.0216129 -0.000967264 0.169638 -0.00162465 -0.671568 -0.292239
internal_weight=0 103353 268 221 195 164 47 103085 63 103022 2882 1929 92 953 838 115 1837 100140 361 277 99779 383 99396 84 134
internal_count=103384 103353 268 221 195 164 47 103085 63 103022 2882 1929 92 953 838 115 1837 100140 361 277 99779 383 99396 84 134
cat_boundaries=0 6 7 11 12
cat_threshold=0 536887296 264 140640520 786464 32 594 0 536870912 0 131072 785
is_linear=0
shrinkage=0.01


Tree=631
num_leaves=33
num_cat=2
split_feature=7 7 12 2 2 0 12 2 3 2 25 3 0 2 14 0 25 13 13 3 6 8 0 3 2 4 4 5 10 7 6 7
split_gain=116017 226786 1.87726e+06 222860 140408 345281 263232 131370 139752 117480 366878 420172 504942 328967 245161 189369 108025 281979 374503 221758 124700 104423 70235.8 121734 70119.8 60127.2 100569 36062 29481.2 11441.8 7134.71 842.998
threshold=783.3660000000001 552.55750000000012 162.43300000000002 542.8678000000001 658.86750000000018 594.30750000000012 57.510000000000012 1070.9310000000003 218.51700000000002 364.96250000000003 0 8.0935000000000006 26.032500000000002 512.13625000000013 217.21993000000001 212.52070000000001 1 257.16300000000007 522.5150000000001 272.24748000000005 1424.6500000000003 1117.4100000000001 262.14225000000005 170.74000000000004 1439.8675000000001 371.41875000000005 39.048750000000005 24.305000000000003 8.6670000000000016 678.11800000000005 9.2270000000000021 1481.2725000000003
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 22 25 9 6 7 8 -6 16 11 12 -11 -13 15 -12 17 19 -19 -1 21 -18 23 28 -9 26 27 30 29 -3 31 -2
right_child=3 2 -4 -5 5 -7 -8 24 -10 10 14 13 -14 -15 -16 -17 20 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.047556778647536609 -0.24147023550669353 -0.24791756591796876 2.8810181040763854 -1.2516475896835326 -0.19364455318529356 -1.3275834765801062 0.87942270328601202 -0.80295345928271622 0.64666268310546871 0.39036443011514077 -0.038359526656739723 0.71302068536098195 2.3296800659179686 -0.47688801402137393 0.97768654380525866 -0.84100118363604826 -0.0031089943135564706 1.2110141830858978 -0.27262423479998554 -0.36351043439794467 0.67680362153936313 0.4787181777954102 -0.68317719368707575 0.64488579940795898 -0.21083963433073627 0.38204441237449643 -0.8074069327893465 0.30379051494598391 -0.56672813320159909 0.072980989217758183 -0.0091203234412453402 -0.16704890095669292
leaf_weight=4707 45 25 25 20 95 26 24 45 25 29 217 52 25 42 21 34 97422 46 27 135 27 45 21 20 36 20 23 20 20 20 22 23
leaf_count=4707 45 25 25 20 95 26 24 45 25 29 217 52 25 42 21 34 97422 46 27 135 27 45 21 20 36 20 23 20 20 20 22 23
internal_value=0 0.000246259 0.416058 -0.258934 -0.000282178 -0.236509 -0.11043 -0.228621 -0.0185805 0.00029444 0.167199 0.548167 1.2882 0.181359 -0.0581087 -0.147084 -0.000390071 0.0453039 0.662271 0.0360958 -0.00269803 -0.00288654 -0.165301 -0.0373549 -0.539792 -0.129167 -0.206041 -0.0803011 -0.247275 -0.105296 -0.165655 -0.216298
internal_weight=0 103211 131 173 103080 251 225 201 120 102829 420 148 54 94 272 251 102409 4915 73 4842 97494 97467 106 85 81 153 133 110 65 45 90 68
internal_count=103384 103211 131 173 103080 251 225 201 120 102829 420 148 54 94 272 251 102409 4915 73 4842 97494 97467 106 85 81 153 133 110 65 45 90 68
cat_boundaries=0 5 11
cat_threshold=32768 0 512 0 8192 268435584 537051136 264 140640522 786480 32
is_linear=0
shrinkage=0.01


Tree=632
num_leaves=18
num_cat=0
split_feature=11 22 0 14 15 4 3 10 5 5 1 5 3 1 8 10 10
split_gain=132823 122899 91432.6 313801 427666 261233 427398 150395 486504 107194 257000 131192 231927 129354 94527.6 34934.8 17401.9
threshold=1439.8675000000001 524.87500000000011 658.11750000000018 301.73250000000007 19.590250000000001 216.15000000000003 384.83520000000004 901.21050000000014 65.637375000000006 779.2410000000001 210.63000000000002 616.44275000000005 126.29875000000003 383.83325000000008 13.870200000000002 1098.7459000000001 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -4 9 15 11 14 13 -13 -1 -11 -9 -17
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 10 -12 12 -14 -15 -16 16 -18
leaf_value=-0.00080574925638384962 0.65428644433136907 -0.56163725009331333 -0.19856013467851674 -1.3831703288555144 1.3228790712356568 -0.96118652042589692 1.330685016155243 -0.38621190752301898 1.5633575527484602 -0.19174072879484333 -1.0038462114334106 0.7299965131478231 -0.36933033840996876 0.14921539866491174 0.49544215715848483 0.28429138371944429 -0.10618738901047479
leaf_weight=102095 31 39 212 20 20 38 20 21 26 87 36 61 28 578 26 25 21
leaf_count=102095 31 39 212 20 20 38 20 21 26 87 36 61 28 578 26 25 21
internal_value=0 -0.000381875 -0.000170007 -0.171651 -0.0880985 -0.192615 -0.0667287 0.000346082 0.402303 -1.71638e-05 -0.268043 0.000371461 0.384141 3.87982e-05 -0.0336279 -0.0482552 0.106029
internal_weight=0 103353 103314 310 290 270 232 103004 93 102911 149 102762 89 102673 113 67 46
internal_count=103384 103353 103314 310 290 270 232 103004 93 102911 149 102762 89 102673 113 67 46
is_linear=0
shrinkage=0.01


Tree=633
num_leaves=16
num_cat=0
split_feature=11 2 10 8 6 3 13 0 10 6 9 8 4 9 6
split_gain=130180 145370 293555 403031 300597 570891 166050 120705 105988 218503 75587.4 79172.7 116383 196015 136614
threshold=1439.8675000000001 658.86750000000018 130.02000000000001 312.32500000000005 152.16750000000005 233.37814 40.034400000000005 234.07000000000002 1098.7459000000001 26.339000000000002 1449.0631000000001 1468.3681000000001 521.79500000000019 407.55349999999999 1424.6500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 7 -4 -3 10 -10 11 12 14 -14 -1
right_child=-2 2 6 -5 -6 -7 -8 -9 9 -11 -12 -13 13 -15 -16
leaf_value=0.00039410209643182034 0.64774357862530207 -0.20861739267064977 -1.5325197958946228 1.2734558248519898 -1.378428773880005 1.2263097517830985 -0.34347319571868234 -0.99452692861142367 0.0086235853267270478 1.2737974472045899 -0.46466447360174995 0.4756659472329276 -0.11312927726521549 -0.99914414361671167 0.64391296603462922
leaf_weight=102560 31 130 24 20 20 28 23 23 43 20 35 35 332 27 33
leaf_count=102560 31 130 24 20 20 28 23 23 43 20 35 35 332 27 33
internal_value=0 -0.000378057 -0.232976 -0.0803492 -0.215056 -0.0865067 -0.950646 -0.326761 0.00022665 0.410266 -2.4097e-05 0.00013381 -2.78535e-05 -0.179765 0.000601096
internal_weight=0 103353 268 221 201 181 47 153 103085 63 103022 102987 102952 359 102593
internal_count=103384 103353 268 221 201 181 47 153 103085 63 103022 102987 102952 359 102593
is_linear=0
shrinkage=0.01


Tree=634
num_leaves=33
num_cat=2
split_feature=7 7 12 6 0 4 0 6 3 4 1 9 3 24 10 0 0 25 6 4 4 6 26 12 1 0 3 6 10 7 7 7
split_gain=113022 221840 1.83907e+06 168063 117546 385347 237373 140322 208015 119534 114664 944967 1.18953e+06 263744 468969 317420 139503 122917 202064 121860 103532 82736.6 77526.7 77112.2 88759.5 69050 119610 33306.4 28915 11210.7 4867.55 2720.12
threshold=783.3660000000001 552.55750000000012 162.43300000000002 543.52500000000009 658.11750000000018 547.82000000000005 883.10000000000014 177.77500000000001 126.29875000000003 117.54253850000002 383.83325000000008 367.7580000000001 123.21700000000001 0 1.9914090000000004 468.98000000000008 538.27200000000016 1 877.0150000000001 1468.3681000000001 73.148425000000017 3.1373300000000004 2022.5000000000002 44.644500000000001 21.000235000000004 262.14225000000005 170.74000000000004 5.6990000000000007 8.6670000000000016 678.11800000000005 1481.2725000000003 890.55300000000011
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 2 2 2 2
left_child=1 4 25 23 10 6 9 8 -8 21 16 13 -13 14 -12 -15 17 18 -1 -19 22 -6 -18 24 27 26 28 30 29 -3 31 -2
right_child=3 2 -4 -5 5 -7 7 -9 -10 -11 11 12 -14 15 -16 -17 20 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=-0.052535262148722631 -0.3355159246353876 -0.24569899082183838 2.8512517794609069 -1.1176400578022003 -0.44227804050445557 -1.5406706681251527 0.097223342061042786 -0.62611350429058077 1.1608253596045754 0.23901246297927131 0.68422431140110407 3.3498337554931643 -0.019825112602927467 -0.026966782035549898 -0.80171359566541822 -1.1121599164502374 0.50352477610111235 0.0014840639652842797 0.90788238005204636 0.66128731863839296 0.8986407511574882 -1.1661553831100464 -0.21034090436738112 -0.65086248378753664 0.43228140068054205 -0.6774010331290109 0.63920890808105468 0.1256645607471466 -0.56150475549697876 0.07194264817237854 -0.43017107081413275 -0.1890464572608471
leaf_weight=5142 21 25 25 20 75 20 112 20 22 21 116 20 22 382 26 29 32 96914 22 28 28 20 29 25 30 21 20 25 20 20 20 32
leaf_count=5142 21 25 25 20 75 20 112 20 22 21 116 20 22 382 26 29 32 96914 22 28 28 20 29 25 30 21 20 25 20 20 20 32
internal_value=0 0.000246192 0.411499 -0.255567 -0.000276451 -0.201321 -0.10211 0.155227 0.271845 -0.443747 0.000290754 0.138709 1.58477 0.0288816 0.385036 -0.101078 -0.000515147 -0.000860089 -0.04835 0.00167446 0.395223 -0.594673 0.164146 -0.142877 -0.0436616 -0.163915 -0.0370534 -0.189358 -0.245134 -0.104525 -0.297243 -0.247082
internal_weight=0 103211 131 173 103080 290 270 154 134 116 102790 595 42 553 142 411 102195 102106 5164 96942 89 95 61 153 128 106 85 98 65 45 73 53
internal_count=103384 103211 131 173 103080 290 270 154 134 116 102790 595 42 553 142 411 102195 102106 5164 96942 89 95 61 153 128 106 85 98 65 45 73 53
cat_boundaries=0 1 7
cat_threshold=387 1611694080 12845186 1052672 269492256 2684354560 17
is_linear=0
shrinkage=0.01


Tree=635
num_leaves=14
num_cat=3
split_feature=22 11 3 3 24 25 2 16 25 8 2 4 2
split_gain=156661 144799 137484 152512 118212 356707 201573 356633 195858 127845 91041.9 72160 41062.1
threshold=521.77697000000012 1439.8675000000001 1449.0631000000001 1077.3535000000002 0 1 749.57248000000016 47.946750000000009 2 380.13250000000005 658.86750000000018 7.8873450000000007 63.252850000000002
decision_type=2 2 2 2 1 9 2 2 9 2 2 2 2
left_child=1 2 3 4 5 9 8 -8 -6 -1 -7 -4 -5
right_child=-2 -3 11 12 6 10 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.15790434278000548 0.62590552926063536 -0.70655504082811293 0.87503395928276917 -0.31999264853341236 0.065569207834870774 -0.010772247179921713 -0.53577337748712772 0.83449355472217901 0.001827505038097162 -0.71774409850438436 0.60560554981231696 0.11280133672382521 -0.88799828183650975
leaf_weight=1416 40 29 27 35 5117 15689 139 22 80678 42 24 23 20
leaf_count=1416 40 29 27 35 5117 15689 139 22 80678 42 24 23 20
internal_value=0 -3.79727e-05 0.000160503 -9.35371e-05 0.000187229 -0.0237593 0.0049731 -0.348532 0.00563705 -0.172846 -0.00982454 0.524407 -0.52654
internal_weight=0 103261 103232 103182 103127 17171 85956 161 85795 1458 15713 50 55
internal_count=103301 103261 103232 103182 103127 17171 85956 161 85795 1458 15713 50 55
cat_boundaries=0 1 6 12
cat_threshold=136 1074823168 536887298 520 2294016 262192 33024 536887298 8 173150504 263200 32
is_linear=0
shrinkage=0.01


Tree=636
num_leaves=12
num_cat=3
split_feature=22 11 3 3 24 25 0 25 0 5 5
split_gain=153544 141917 134748 149477 115861 349609 193677 148901 245495 121721 88304.9
threshold=521.77697000000012 1439.8675000000001 1449.0631000000001 1077.3535000000002 0 1 748.92250000000013 2 335.27750000000009 1083.8250000000003 254.50300000000001
decision_type=2 2 2 2 1 9 2 9 2 2 2
left_child=1 2 3 4 5 6 -1 8 -6 -9 -7
right_child=-2 -3 -4 -5 7 10 -8 9 -10 -11 -12
leaf_value=-0.15475188088981728 0.61964644658565515 -0.69948949919178571 0.51916288461685189 -0.52127475218339403 0.032618998884586192 -0.0078448266557828057 -0.92966636513218737 4.1651307262147324e-05 0.30444866121160813 0.55182255411148073 -0.30744864251878523
leaf_weight=1425 40 29 50 55 8981 15614 33 76590 345 40 99
leaf_count=1425 40 29 50 55 8981 15614 33 76590 345 40 99
internal_value=0 -3.75275e-05 0.000158963 -9.25363e-05 0.000185422 -0.0235217 -0.171117 0.00492345 0.0426292 0.000329632 -0.0097263
internal_weight=0 103261 103232 103182 103127 17171 1458 85956 9326 76630 15713
internal_count=103301 103261 103232 103182 103127 17171 1458 85956 9326 76630 15713
cat_boundaries=0 1 6 12
cat_threshold=136 1074823168 536887298 520 2294016 262192 33024 537018370 268435464 242422056 1879319586 1056
is_linear=0
shrinkage=0.01


Tree=637
num_leaves=14
num_cat=3
split_feature=22 11 3 3 24 25 2 9 25 7 2 4 2
split_gain=150488 139093 132066 146502 113555 342652 198210 390716 189288 117091 89334.4 70724 40244.9
threshold=521.77697000000012 1439.8675000000001 1449.0631000000001 1077.3535000000002 0 1 749.57248000000016 457.46200000000005 2 421.77600000000007 658.86750000000018 7.8873450000000007 63.252850000000002
decision_type=2 2 2 2 1 9 2 2 9 2 2 2 2
left_child=1 2 3 4 5 9 8 -8 -6 -1 -7 -4 -5
right_child=-2 -3 11 12 6 10 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.15947601210834422 0.61345000481605527 -0.69249460263498908 0.86109198817500354 -0.31157997512817381 0.064450860363882673 -0.010567743625300477 -0.53120334159397919 0.96234300780296322 0.0017874991959558953 -0.89458475412292915 0.60000246822834014 0.1064816403388977 -0.87390554666519171
leaf_weight=1436 40 29 27 35 5117 15689 141 20 80678 22 24 23 20
leaf_count=1436 40 29 27 35 5117 15689 141 20 80678 22 24 23 20
internal_value=0 -3.71524e-05 0.000157373 -9.16111e-05 0.000183568 -0.0232865 0.00487421 -0.34567 0.0055326 -0.169406 -0.00962903 0.513971 -0.516062
internal_weight=0 103261 103232 103182 103127 17171 85956 161 85795 1458 15713 50 55
internal_count=103301 103261 103232 103182 103127 17171 85956 161 85795 1458 15713 50 55
cat_boundaries=0 1 6 12
cat_threshold=136 1074823168 536887298 520 2294016 262192 33024 536887298 8 173150504 263200 32
is_linear=0
shrinkage=0.01


Tree=638
num_leaves=14
num_cat=3
split_feature=22 11 3 3 24 25 2 9 0 25 2 4 2
split_gain=147494 136325 129438 143587 111296 335833 194266 382940 189541 185843 87556.6 69316.6 39444
threshold=521.77697000000012 1439.8675000000001 1449.0631000000001 1077.3535000000002 0 1 749.57248000000016 457.46200000000005 748.92250000000013 2 658.86750000000018 7.8873450000000007 63.252850000000002
decision_type=2 2 2 2 1 9 2 2 2 9 2 2 2
left_child=1 2 3 4 5 8 9 -8 -1 -6 -7 -4 -5
right_child=-2 -3 11 12 6 10 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.15151158878322232 0.60731553459167475 -0.68556965346994081 0.85248107768871162 -0.30846418326241631 0.063760338065334154 -0.010462066461931397 -0.52589130689066355 0.952719559431076 -0.91810666431080212 0.0017603358674470714 0.5940024468302727 0.10541684057401574 -0.86516648507118221
leaf_weight=1425 40 29 27 35 5133 15689 141 20 33 80662 24 23 20
leaf_count=1425 40 29 27 35 5133 15689 141 20 33 80662 24 23 20
internal_value=0 -3.67167e-05 0.000155864 -9.06307e-05 0.000181796 -0.0230537 0.00482555 -0.342213 -0.167712 0.00547735 -0.00953274 0.508832 -0.510901
internal_weight=0 103261 103232 103182 103127 17171 85956 161 1458 85795 15713 50 55
internal_count=103301 103261 103232 103182 103127 17171 85956 161 1458 85795 15713 50 55
cat_boundaries=0 1 6 12
cat_threshold=136 1074823168 536887298 520 2294016 262192 33024 536887298 8 173150504 537134112 32
is_linear=0
shrinkage=0.01


Tree=639
num_leaves=14
num_cat=1
split_feature=22 11 3 3 24 8 2 16 0 0 4 2 8
split_gain=144558 133612 126862 140729 109082 202168 190400 347432 169879 156414 67937.2 38659.1 23498
threshold=521.77697000000012 1439.8675000000001 1449.0631000000001 1077.3535000000002 0 522.5150000000001 749.57248000000016 47.946750000000009 384.83520000000004 748.92250000000013 7.8873450000000007 63.252850000000002 796.15000000000009
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 8 -8 -6 -1 -4 -5 -7
right_child=-2 -3 10 11 6 12 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.019410863193553857 0.6012423653602601 -0.67871395608474472 0.84395627657572436 -0.3053795370374407 0.0042985953720563281 -0.90369307972136004 -0.52360099404835869 0.82887351642955442 0.18157528330928047 -0.61640505541454671 0.10436276523963266 -0.85651481413841257 -0.47045535895132246
leaf_weight=17075 40 29 27 35 85251 21 139 22 544 44 23 20 31
leaf_count=17075 40 29 27 35 85251 21 139 22 544 44 23 20 31
internal_value=0 -3.62859e-05 0.000154369 -8.96607e-05 0.000180042 -0.0228231 0.00477737 -0.338791 0.00542265 -0.0209453 0.503743 -0.505792 -0.645417
internal_weight=0 103261 103232 103182 103127 17171 85956 161 85795 17119 50 55 52
internal_count=103301 103261 103232 103182 103127 17171 85956 161 85795 17119 50 55 52
cat_boundaries=0 1
cat_threshold=136
is_linear=0
shrinkage=0.01


Tree=640
num_leaves=23
num_cat=1
split_feature=4 12 8 5 7 13 13 5 5 16 16 10 22 4 25 8 11 0 10 4 4 22
split_gain=159346 1.0517e+06 293763 227222 162694 111840 210675 404214 204363 168001 161361 364520 122037 94965.8 295110 225899 68225.4 59822.1 58827.4 42195.8 69167.4 12113.5
threshold=891.77550000000008 190.60000000000002 117.70800000000001 1449.0631000000001 31.919999999999998 431.15675000000005 278.25000000000006 392.81250000000006 522.5150000000001 172.78900000000002 208.94496000000004 173.18724 444.48500000000007 195.82340000000002 0 796.15000000000009 190.60000000000002 54.946000000000005 198.96750000000003 1085.2750000000003 1468.3681000000001 573.53125000000011
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=3 2 4 5 19 6 12 10 9 17 11 -8 13 15 -15 -1 -11 18 -7 -2 -21 -14
right_child=1 -3 -4 -5 -6 8 7 -9 -10 16 -12 -13 21 14 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.00026320310833213308 -0.35770509275106288 2.4608819722533228 1.1083368291854858 -0.77318496879778409 -1.0010596302577428 -0.14015586239993572 0.081704854897305931 1.5899695916609333 -1.0619731649398805 -0.96662488971437732 -0.55613834425255104 1.3014077719326675 -0.70076737663962618 0.26282165279009428 -0.046959191416900463 -0.45367912798578092 -0.20190963840484621 0.3988749272895582 0.38379811239242556 0.48896736902850019 -0.18677269328724255 -0.36072458410263059
leaf_weight=101342 26 20 20 38 21 150 158 22 25 28 27 29 22 531 711 110 20 33 25 28 33 20
leaf_count=101342 26 20 20 38 21 150 158 22 25 28 27 29 22 531 711 110 20 33 25 28 33 20
internal_value=0 0.328307 -0.00490829 -5.38913e-05 -0.211065 0.000230643 0.000774318 0.299211 -0.198998 -0.114724 0.166516 0.270857 8.87647e-05 0.000309178 0.0872214 -0.000754822 -0.647994 0.00833868 -0.0653053 -0.0203764 0.123403 -0.538842
internal_weight=0 148 128 103291 108 103253 102972 236 281 256 214 187 102736 102694 1242 101452 48 208 175 87 61 42
internal_count=103439 148 128 103291 108 103253 102972 236 281 256 214 187 102736 102694 1242 101452 48 208 175 87 61 42
cat_boundaries=0 6
cat_threshold=50176 16400 512 0 68 4352
is_linear=0
shrinkage=0.01


Tree=641
num_leaves=32
num_cat=8
split_feature=2 16 18 0 24 2 1 1 1 10 5 25 24 25 12 25 24 3 16 3 18 0 1 25 2 1 24 5 11 3 10
split_gain=166884 1.45767e+06 360668 390740 456631 376795 250176 238811 197316 176298 200940 135204 611531 1.07228e+06 273978 302068 251517 165179 157447 137511 126078 113389 87578.8 72432.9 59725.3 57737.1 45034.9 29018.3 15650.2 9041.32 85.4308
threshold=315.17050000000006 352.21000000000004 267.27250000000009 748.92250000000013 0 1070.9310000000003 438.42500000000007 383.83325000000008 242.38250000000002 675.38900000000001 287.60700000000003 1 2 3 27.739500000000003 4 5 1077.3535000000002 352.21000000000004 261.97000000000008 819.02500000000009 1438.4900000000002 104.02000000000001 6 749.57248000000016 273.76200000000006 7 14.904238000000001 22.152000000000005 1449.0631000000001 1098.7459000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 9 1 9 2 9 1 2 2 2 2 2 2 9 2 2 1 2 2 2 2
left_child=9 2 3 4 5 7 8 -2 -6 11 22 12 13 -1 15 16 -14 18 20 25 21 -13 27 -15 -8 -20 -17 28 30 -19 -11
right_child=1 -3 -4 -5 6 -7 24 -9 -10 10 -12 17 14 23 -16 26 -18 29 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=1.2100811772192679 0.14856841539999224 2.2327646383829416 -1.1766524673026542 1.0972424342181233 -0.11400275054294844 1.5562668102264405 -0.50861173046959773 1.1018163611094156 0.60558736833788107 -0.38209968648638049 0.5220208410783248 -0.00074341733720678952 -0.12167340248823166 0.26484086360102116 1.1362377151995897 -0.097281468430346296 0.29773778240723781 -0.37581466293334964 -0.12589114627765061 -0.97102137128512067 0.67018004481281557 -0.57002449532917565 -1.1220206451774575 -0.061640616800895956 -1.165383902311325 -0.68842449057102206 -0.29144418753917861 -0.73571864461898795 -0.067540162086486819 -0.62336277299457121 -0.40690948652184533
leaf_weight=114 212 32 23 37 411 25 45 30 42 35 22 100521 246 105 20 248 322 25 208 24 28 35 20 162 20 20 308 20 20 36 23
leaf_count=114 212 32 23 37 411 25 45 30 42 35 22 100521 246 105 20 248 322 25 208 24 28 35 20 162 20 20 308 20 20 36 23
internal_value=0 0.137771 0.0584343 0.0929927 0.0456586 0.373493 -0.12806 0.26674 -0.0472858 -0.000762575 -0.355382 -0.000277847 0.0928678 0.434539 -0.0237024 -0.0445528 0.117129 -0.00169473 -0.00138019 -0.251025 -0.000754741 -0.000941564 -0.518966 0.0716769 -0.710695 -0.175236 -0.208088 -0.395894 -0.308759 -0.521909 -0.391938
internal_weight=0 877 845 822 785 267 518 242 453 102562 140 102422 1525 381 1144 1124 568 100897 100836 252 100584 100556 118 267 65 228 556 98 78 61 58
internal_count=103439 877 845 822 785 267 518 242 453 102562 140 102422 1525 381 1144 1124 568 100897 100836 252 100584 100556 118 267 65 228 556 98 78 61 58
cat_boundaries=0 1 7 8 13 18 19 24 25
cat_threshold=1409 1073741824 536870914 4096 5374208 262192 32 2114 0 536870912 0 131328 32 1073741824 2 4096 5242880 16 676 0 2 0 0 262144 1188
is_linear=0
shrinkage=0.01


Tree=642
num_leaves=39
num_cat=8
split_feature=2 17 24 2 2 7 0 10 4 5 4 24 8 10 25 6 7 14 10 6 2 26 25 24 25 26 0 9 24 0 25 6 26 1 1 26 9 10
split_gain=163560 814455 272262 746965 371386 293040 216508 172791 227710 262035 164212 149310 239253 137249 133479 236714 621963 169496 178274 483157 195737 126360 121869 718218 240727 194732 150833 148479 139214 100753 176311 84119.8 83471.4 81933.1 36668.5 23632.7 11378.4 3117.59
threshold=315.17050000000006 446.37500000000006 0 1070.9310000000003 542.8678000000001 123.45 883.10000000000014 675.38900000000001 29.375500000000002 99.686260000000019 672.57974000000002 1 119.92700000000001 198.96750000000003 2 665.85000000000014 6.6365000000000007 678.01075000000003 426.12125000000009 143.41900000000001 52.962600000000009 2022.5000000000002 3 4 5 2022.5000000000002 748.92250000000013 38.273220000000009 6 212.52070000000001 7 160.46250000000003 2022.5000000000002 1070.9310000000003 119.59 2022.5000000000002 8.0632500000000018 1098.7459000000001
decision_type=2 2 1 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 9 1 9 2 2 2 1 2 9 2 2 2 2 2 2 2
left_child=7 2 3 4 5 21 10 14 9 36 11 13 -13 -4 15 17 -17 18 20 -20 -1 -2 23 24 32 -26 29 28 -25 33 -31 -6 -16 -24 35 -28 37 -9
right_child=1 -3 6 -5 31 -7 -8 8 -10 -11 -12 12 -14 -15 22 16 -18 -19 19 -21 -22 -23 26 27 25 -27 34 -29 -30 30 -32 -33 -34 -35 -36 -37 -38 -39
leaf_value=-0.029329800244274555 -0.26978934195733839 2.0361825336109507 -0.37253737760592975 2.2634120116233825 -0.11860349886757987 1.3500274980429448 0.92328498840332029 -0.23462312576098321 -1.012575680080213 0.9206248128414154 0.66614071746026315 0.14811521674242348 -0.62301984196123872 0.28775869472606763 1.1116388580764551 1.3922883532597468 -0.48877772103995087 0.77194113259132102 -0.15615252494812012 1.6888567952676252 -0.20519186792889638 0.56775109535039858 0.0018378858745987242 0.045217255420534522 -0.036853087952262477 0.55024563333817889 -0.71502748713773845 0.77296653842926022 -0.23686704546295706 -0.12182506490050511 0.19904773184546717 -0.89711521895035462 0.60818343026297439 0.50021046504829869 -0.060633999651128596 -0.3332651753579417 -0.56338614541292187 -0.38141732754914659
leaf_weight=11427 31 22 211 20 35 33 24 39 38 20 31 321 46 37 69 39 32 26 40 22 670 43 88136 339 114 112 34 20 351 231 611 23 63 33 22 31 20 23
leaf_count=11427 31 22 211 20 35 33 24 39 38 20 31 321 46 37 69 39 32 26 40 22 670 43 88136 339 114 112 34 20 351 231 611 23 63 33 22 31 20 23
internal_value=0 0.136394 0.0875101 0.415816 0.217066 0.566362 -0.00921035 -0.000753778 -0.351829 -0.105668 -0.0439967 -0.0797923 0.0500957 -0.263404 -0.000273896 -0.0312239 0.544484 -0.0346041 -0.0363288 0.498528 -0.03907 0.21689 0.00393608 0.109625 0.4686 0.243332 0.00265704 -0.0753734 -0.101055 0.00306411 0.111934 -0.427324 0.80999 0.00202442 -0.413518 -0.532956 -0.355983 -0.289079
internal_weight=0 877 855 185 165 107 670 102562 140 102 646 615 367 248 102422 12256 71 12185 12159 62 12097 74 90166 1068 358 226 89098 710 690 89011 842 58 132 88169 87 65 82 62
internal_count=103439 877 855 185 165 107 670 102562 140 102 646 615 367 248 102422 12256 71 12185 12159 62 12097 74 90166 1068 358 226 89098 710 690 89011 842 58 132 88169 87 65 82 62
cat_boundaries=0 1 2 8 13 14 19 20 25
cat_threshold=1281 2594 469795138 8465536 134481664 671203370 139476992 129 1073741824 536870914 4096 131072 262176 2122 0 536870912 0 131072 32 1409 9766016 16416 66 0 4
is_linear=0
shrinkage=0.01


Tree=643
num_leaves=24
num_cat=3
split_feature=4 12 8 5 7 13 6 13 5 16 12 6 25 18 25 12 0 0 18 24 15 4 4
split_gain=153225 1.02647e+06 287984 222567 158925 110169 248666 206357 393680 157367 170945 152927 373290 332324 137327 186799 126516 108032 107175 103343 97071.6 40769.1 67637.7
threshold=891.77550000000008 190.60000000000002 117.70800000000001 1449.0631000000001 31.919999999999998 431.15675000000005 521.79500000000019 278.25000000000006 392.81250000000006 208.94496000000004 239.70000000000002 183.56850000000003 0 119.6785 1 792.15000000000009 413.70875000000007 153.06750000000002 819.02500000000009 2 24.039790500000006 1085.2750000000003 1468.3681000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 1 2 2 2
left_child=3 2 4 5 21 7 16 11 9 10 -9 14 13 -13 15 -1 17 20 -16 -14 -7 -2 -23
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 -12 12 19 -15 18 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=-0.038671487572905922 -0.3544878835403002 2.428783824682236 1.0949801073074341 -0.7652265360480861 -0.99216886429559625 0.019835053286395777 -1.1291285000397608 0.16358302141199571 1.5699570577794857 -0.54848352573536063 1.1418902636244892 0.33775010030828045 0.14493840329473912 -0.65135254489050964 0.0023879607950363408 0.79422419283125134 -0.77813285884857186 0.60586476922035215 0.64451584852085664 -0.13725235867039445 -0.48649358615875243 0.47991602241992953 -0.18830980416500206
leaf_weight=10002 26 20 20 38 21 156 26 167 22 27 20 602 169 36 91399 27 25 24 26 475 50 28 33
leaf_count=10002 26 20 20 38 21 156 26 167 22 27 20 602 169 36 91399 27 25 24 26 475 50 28 33
internal_value=0 0.321936 -0.00725941 -5.5889e-05 -0.211378 0.000225715 -0.19751 0.000765316 0.296128 0.165173 0.268215 8.68237e-05 0.108622 0.277588 -0.00128466 -0.0363929 -0.102521 -0.0290855 0.00257029 -0.0621153 -0.10306 -0.022911 0.118417
internal_weight=0 148 128 103291 108 103253 281 102972 236 214 187 102736 1282 638 101454 10029 255 230 91425 644 206 87 61
internal_count=103439 148 128 103291 108 103253 281 102972 236 214 187 102736 1282 638 101454 10029 255 230 91425 644 206 87 61
cat_boundaries=0 6 12 13
cat_threshold=49152 512 576 33554432 8260 4352 469795138 8416256 134222592 671203370 139739136 129 1540
is_linear=0
shrinkage=0.01


Tree=644
num_leaves=32
num_cat=4
split_feature=2 16 9 0 25 2 1 0 5 22 2 25 10 14 16 19 25 9 3 25 3 1 0 2 2 1 1 7 3 1 22
split_gain=159820 1.84573e+06 294249 682681 306369 1.08031e+06 401641 231447 182515 180808 158244 142287 185929 270099 141453 221290 114043 232138 137680 149085 124453 152824 124909 111437 89008.9 70960.4 65857.4 48885.3 43122.9 24610.2 16244.6
threshold=364.96250000000003 352.21000000000004 198.66500000000005 748.92250000000013 0 542.8678000000001 22.151894000000002 181.65750000000006 83.980000000000004 496.34503750000016 658.86750000000018 1 556.40500000000009 678.01075000000003 264.3250000000001 120.27000000000001 2 8.0915000000000017 39.693700000000007 3 1449.0631000000001 1439.8675000000001 1438.4900000000002 658.86750000000018 101.31180000000002 180.57000000000002 413.70875000000007 4.4150000000000009 51.025000000000013 27.123500000000003 674.74319250000019
decision_type=2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 6 -2 23 27 11 -10 12 13 14 15 -1 17 18 19 -13 21 22 -18 -6 29 -9 -7 -4 -16 -14 -11
right_child=1 -3 8 -5 7 26 -8 25 10 30 -12 16 24 -15 28 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=-0.043373099233352787 2.1349649482965471 2.7651717926905706 0.41705531665257051 1.9538886857032776 -0.14508122133298051 -0.17801712338353545 0.70574827203563617 -1.0312777295509974 -0.37065579288884215 -0.81209202369054156 -1.3950619186401365 0.19068284135160696 -0.61217570231511043 1.0928022192773366 -0.29994867673626657 0.58793234774044589 0.0020089521857647422 1.1654781119028728 0.91587433552742004 -0.11070275783538819 -0.67700203824926308 0.81705682640490329 -0.69120808417980484 0.22751465108218016 -0.015952716708183289 -0.26229376316070557 -0.82766609573364269 -0.27375148367881774 -0.79564442817981429 -1.0787654738426209 -0.4312490862891788
leaf_weight=6537 32 26 21 20 198 71 51 30 38 24 25 409 26 21 54 56 95138 21 20 263 27 23 26 135 20 20 20 20 26 20 21
leaf_count=6537 32 26 21 20 198 71 51 30 38 24 25 409 26 21 54 56 95138 21 20 263 27 23 26 135 20 20 20 20 26 20 21
internal_value=0 0.150237 0.0504011 0.138651 0.0734716 0.408258 1.25677 -0.0870122 -0.439215 -0.000630397 -0.777166 -0.000352678 -0.0446605 -0.0395191 -0.0430825 -0.0380109 0.00277407 0.127893 0.098254 0.07392 0.0018238 0.00201654 0.00181956 0.00597116 -0.572893 -0.723684 -0.320797 0.0800764 -0.46105 -0.815041 -0.634365
internal_weight=0 707 681 577 557 174 83 383 104 102732 63 102687 6760 6694 6673 6593 95927 713 692 672 95214 95187 95164 333 66 50 91 41 80 46 45
internal_count=103439 707 681 577 557 174 83 383 104 102732 63 102687 6760 6694 6673 6593 95927 713 692 672 95214 95187 95164 333 66 50 91 41 80 46 45
cat_boundaries=0 6 12 17 22
cat_threshold=32768 512 0 32768 8192 8192 335577344 8389760 134217728 134316074 16384 1 1073741824 0 4096 131072 262176 1073741824 0 0 131072 32
is_linear=0
shrinkage=0.01


Tree=645
num_leaves=17
num_cat=4
split_feature=25 24 11 22 3 0 1 6 1 9 0 0 24 1 4 25
split_gain=282461 370839 219993 157770 128068 202235 269047 194663 78860.9 580008 102203 55750.6 31242 22203.3 14991.3 4480.05
threshold=0 1 1439.8675000000001 524.87500000000011 1449.0631000000001 1438.4900000000002 13.903 35.941235000000006 365.02500000000003 319.79062500000009 883.10000000000014 367.42525000000006 2 23.813300000000002 165.05000000000004 3
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 1 2 2 9
left_child=1 -1 3 4 5 8 -7 -6 10 -10 -2 12 -3 14 15 -14
right_child=2 11 -4 -5 7 6 -8 -9 9 -11 -12 -13 13 -15 -16 -17
leaf_value=0.27018121346047053 -0.00080365775846329059 -0.10212061934537822 0.88643080979585653 -0.69141109033064407 1.0547705238206047 -0.0039165813596017899 -1.4313845683180768 -0.23694798135757444 0.0059818456351949014 0.93697220354080202 0.33633096557193332 -0.80400622749328621 -0.37279604772351826 -0.6343760132789612 -0.026367254734039305 -0.23885883941025032
leaf_weight=142 101527 133 28 33 28 31 23 20 621 75 90 20 202 20 20 295
leaf_count=142 101527 133 28 33 28 31 23 20 621 75 90 20 202 20 20 295
internal_value=0 -0.183748 0.00016021 -8.20001e-05 0.000140759 -0.000101388 -0.611912 0.516554 0.000221521 0.106304 -0.000505065 -0.27969 -0.268213 -0.301827 -0.294801 -0.305603
internal_weight=0 832 102476 102448 102415 102367 54 48 102313 696 101617 690 670 537 517 497
internal_count=103308 832 102476 102448 102415 102367 54 48 102313 696 101617 690 670 537 517 497
cat_boundaries=0 6 7 8 13
cat_threshold=1073742080 536870912 4096 131104 32 32 10 1152 1073741824 0 0 0 32
is_linear=0
shrinkage=0.01


Tree=646
num_leaves=17
num_cat=4
split_feature=25 24 11 22 3 0 1 6 2 2 8 0 8 24 1 25
split_gain=277000 363836 215615 154630 125519 198211 263693 190789 77388 222932 84194.3 54619.3 30849.2 49202.6 22439.1 12486.1
threshold=0 1 1439.8675000000001 524.87500000000011 1449.0631000000001 1438.4900000000002 13.903 35.941235000000006 1070.9310000000003 1439.8675000000001 1468.3681000000001 367.42525000000006 132.17200000000005 2 23.813300000000002 3
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 1 2 9
left_child=1 -1 3 4 5 8 -7 -6 10 -10 -2 12 13 -3 15 -15
right_child=2 11 -4 -5 7 6 -8 -9 9 -11 -12 -13 -14 14 -16 -17
leaf_value=0.26765711947491294 -0.00020382204274801415 -0.05334299529629543 0.87756649115255903 -0.68449697783499053 1.04422285761152 -0.0038774213915871037 -1.4170707653657248 -0.23457850980758668 0.75610693991184241 -0.25472023963928225 0.4903445020403181 -0.79596616458892822 -0.65247271060943601 -0.32057946293534562 -0.62803225088119508 -0.15618415898746915
leaf_weight=142 102190 123 28 33 28 31 23 20 48 40 35 20 20 373 20 134
leaf_count=142 102190 123 28 33 28 31 23 20 48 40 35 20 20 373 20 134
internal_value=0 -0.181963 0.000158608 -8.11802e-05 0.000139351 -0.000100374 -0.605793 0.511389 0.000219306 0.29664 -3.58671e-05 -0.276995 -0.265638 -0.253735 -0.293916 -0.286533
internal_weight=0 832 102476 102448 102415 102367 54 48 102313 88 102225 690 670 650 527 507
internal_count=103308 832 102476 102448 102415 102367 54 48 102313 88 102225 690 670 650 527 507
cat_boundaries=0 6 7 8 12
cat_threshold=1073742080 536870912 4096 131104 32 32 10 1152 1073741824 536870912 0 131072
is_linear=0
shrinkage=0.01


Tree=647
num_leaves=15
num_cat=1
split_feature=11 6 22 15 1 9 5 24 8 0 9 2 22 1
split_gain=157015 253299 144614 111585 87830.1 282083 399366 388665 228341 117779 94522.4 241708 69627 53175.3
threshold=1092.2834 65.306500000000014 524.87500000000011 925.3130000000001 469.21250000000003 553.21400000000006 302.32450000000006 0 163.39500000000001 1438.4900000000002 1117.4100000000001 3.2737500000000006 343.16750000000008 15.581850000000001
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=2 -2 3 4 9 6 7 -6 -8 10 12 -12 -1 -5
right_child=1 -3 -4 13 5 -7 8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.0014693332173499401 0.050659624576568606 1.4289704880714416 -0.67375560894608499 -0.22276250641520431 0.67472708004453907 0.99668858310154507 -0.12937788933515548 -0.012468956518639183 -1.3217140458370076 -0.48701943213790655 0.038968791308857144 -1.2967087640762329 0.45794197301069894 -0.85170774173736574
leaf_weight=102508 40 20 32 41 105 35 36 297 29 50 42 20 33 20
leaf_count=102508 40 20 32 41 105 35 36 297 29 50 42 20 33 20
internal_value=0 0.510097 -0.00160991 -0.00140152 -0.00114868 0.130802 0.0659065 0.183497 -0.661343 -0.00179395 -0.0015575 -0.391895 -0.00132148 -0.428974
internal_weight=0 60 103248 103216 103155 502 467 402 65 102653 102603 62 102541 61
internal_count=103308 60 103248 103216 103155 502 467 402 65 102653 102603 62 102541 61
cat_boundaries=0 1
cat_threshold=1283
is_linear=0
shrinkage=0.01


Tree=648
num_leaves=19
num_cat=3
split_feature=25 24 26 11 22 3 6 3 2 2 2 2 24 1 3 10 6 26
split_gain=271671 356937 607134 208209 148658 123230 186527 132920 85186.8 269830 78266.4 61779.2 29399.7 22905.1 4398.55 2340.22 2197.5 159.272
threshold=0 1 2022.5000000000002 1439.8675000000001 524.87500000000011 1449.0631000000001 35.941235000000006 1077.3535000000002 1070.9310000000003 1439.8675000000001 542.8678000000001 9.2140000000000004 2 28.172500000000003 58.810000000000009 19.667242500000004 50.127800000000001 2022.5000000000002
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 10 -10 -2 -9 17 14 15 16 -14 -3
right_child=3 12 -4 -5 -6 6 -8 11 9 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.37933894750050134 0.00030683145105510226 -0.1144020197292169 0.92855066272947528 0.86237714345966066 -0.67113396745739562 1.0335656070709229 -0.23087104463577268 -0.2024932338880456 0.83870286754939871 -0.27696219851331011 -0.1801160896455104 -0.96242808723449713 -0.28986005315083568 -0.64892242288589475 -0.449689213514328 -0.40455883193016051 -0.39687907028198238 -0.13590858799264285
leaf_weight=70 101996 72 72 28 33 28 20 23 46 41 241 20 472 20 20 20 20 66
leaf_count=70 101996 72 72 28 33 28 20 23 46 41 241 20 472 20 20 20 20 66
internal_value=0 -0.18019 0.265144 0.00017103 -6.46028e-05 0.000151628 0.506717 -8.59009e-05 0.000147692 0.31293 -0.000118474 -0.555951 -0.274317 -0.311059 -0.304204 -0.298521 -0.29421 -0.116263
internal_weight=0 832 142 102476 102448 102415 48 102367 102324 87 102237 43 690 552 532 512 492 138
internal_count=103308 832 142 102476 102448 102415 48 102367 102324 87 102237 43 690 552 532 512 492 138
cat_boundaries=0 6 7 8
cat_threshold=1073742080 536870912 4096 131104 32 32 10 1152
is_linear=0
shrinkage=0.01


Tree=649
num_leaves=19
num_cat=3
split_feature=25 24 26 11 22 3 0 1 6 1 9 0 0 8 24 1 4 26
split_gain=266265 349834 595052 204065 145700 120778 191022 258623 182815 76208.6 564496 100280 53381.3 30316.5 47537.6 21773.5 14144.6 146.273
threshold=0 1 2022.5000000000002 1439.8675000000001 524.87500000000011 1449.0631000000001 1438.4900000000002 13.903 35.941235000000006 365.02500000000003 319.79062500000009 883.10000000000014 367.42525000000006 132.17200000000005 2 23.813300000000002 165.05000000000004 2022.5000000000002
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 2 -1 4 5 6 9 -8 -7 11 -11 -2 13 14 17 16 -16 -3
right_child=3 12 -4 -5 -6 8 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.37554557153156831 -0.00078124560109384448 -0.045607378867956315 0.91926515473259829 0.85375340245664122 -0.66442262432791965 1.0232299068995885 0.0014086664203674562 -1.3981330012756845 -0.22856233930587772 0.0055405282274776429 0.92399723215103158 0.33316626834869384 -0.78459699344635014 -0.64379394984245297 -0.29140436750333715 -0.61709603524208068 -0.020060539722442625 -0.067452962907223871
leaf_weight=70 101527 65 72 28 33 28 31 23 20 621 75 90 20 20 487 20 20 58
leaf_count=70 101527 65 72 28 33 28 31 23 20 621 75 90 20 20 487 20 20 58
internal_value=0 -0.178388 0.262493 0.000169319 -6.39568e-05 0.000150112 -8.50419e-05 -0.594692 0.50165 0.000228787 0.104512 -0.000485475 -0.271574 -0.260313 -0.248514 -0.288002 -0.2807 -0.0517049
internal_weight=0 832 142 102476 102448 102415 102367 54 48 102313 696 101617 690 670 650 527 507 123
internal_count=103308 832 142 102476 102448 102415 102367 54 48 102313 696 101617 690 670 650 527 507 123
cat_boundaries=0 6 7 8
cat_threshold=1073742080 536870912 4096 131104 32 32 10 1152
is_linear=0
shrinkage=0.01


Tree=650
num_leaves=26
num_cat=4
split_feature=14 2 16 24 4 4 26 14 25 1 1 11 2 25 12 24 1 7 8 16 1 8 14 11 11
split_gain=151692 142290 1.74857e+06 403135 349475 347579 232488 227659 209274 317921 124318 115860 110531 105873 211179 230266 242854 210593 124598 70648.5 61587.7 38611.5 20745.9 15309 3905.49
threshold=1092.2134000000003 414.53600000000012 352.21000000000004 0 449.81750000000005 229.75969200000003 2022.5000000000002 53.275000000000013 1 233.37814 119.59 798.75000000000011 93.632500000000007 2 1078.0535000000002 3 469.21250000000003 371.89150000000006 1117.4100000000001 925.3130000000001 16.910250000000001 114.70800000000001 1420.5906000000002 1439.8675000000001 1092.2834
decision_type=2 2 2 1 2 2 2 2 9 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 6 -3 8 9 -5 -10 13 21 14 15 17 -17 -1 19 20 -15 23 -2 24 -13
right_child=22 2 -4 7 -6 -7 -8 -9 10 -11 -12 12 -14 18 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.050571730339640963 -0.79667746585348387 0.764060059123569 2.9920474297659743 -0.094221523310008812 1.5209043288230897 -0.78954026085989815 0.032559931512389867 -0.98455772787332541 -0.17423563511724827 1.0812409470298074 -0.81521391514020092 -0.26127503279716741 -0.99466268920898449 -0.0040117854513326678 1.0123145706138827 0.05720355727022839 0.48445185362416154 0.5335138726612878 0.70435392150878917 -0.55586690187454224 0.025451905959423659 0.21449235647916795 -0.35630391597747801 -0.51742550703883172 -0.08203833395242692
leaf_weight=3060 23 90 21 76 24 28 84 32 135 33 39 31 20 85671 22 6114 136 63 25 23 7735 20 20 20 20
leaf_count=3060 23 90 21 76 24 28 84 32 135 33 39 31 20 85671 22 6114 136 63 25 23 7735 20 20 20 20
internal_value=0 0.00221689 0.160902 0.0510058 0.363962 0.244521 0.410922 -0.179387 -0.0946821 0.239665 -0.300626 0.00135071 -0.321551 0.0016992 0.03368 0.031419 0.0663942 -0.0386652 -0.00151929 -0.00170834 -0.00157188 -0.173615 -0.591853 -0.282941 -0.190986
internal_weight=0 103522 562 541 226 202 174 315 283 109 174 102960 111 102849 9395 9373 6250 3123 93454 93429 93406 91 43 71 51
internal_count=103565 103522 562 541 226 202 174 315 283 109 174 102960 111 102849 9395 9373 6250 3123 93454 93429 93406 91 43 71 51
cat_boundaries=0 1 7 13 14
cat_threshold=1236 1081344 0 32 0 0 8192 1610645888 541212674 69656 173150474 604241954 1056 676
is_linear=0
shrinkage=0.01


Tree=651
num_leaves=32
num_cat=7
split_feature=2 16 24 4 1 26 2 25 1 4 1 2 1 2 22 11 25 24 25 25 6 26 1 8 25 22 4 2 21 26 6
split_gain=126483 1.72351e+06 330666 672386 650548 466422 281028 270670 555845 687714 216689 233124 197259 133565 129675 105309 104080 398340 521659 367524 332320 158904 147735 145198 137504 108410 61616.5 52514.7 45809.3 45359.5 36535.5
threshold=414.53600000000012 352.21000000000004 0 422.73350000000011 285.35875000000004 2022.5000000000002 749.57248000000016 1 233.37814 55.637200000000007 61.114000000000011 658.86750000000018 0.45700000000000007 597.17782000000011 379.00000000000006 1439.8675000000001 2 3 4 5 189.19640000000001 2022.5000000000002 1439.8675000000001 1468.3681000000001 6 261.87000000000006 4.5710000000000006 658.86750000000018 37.690000000000005 2022.5000000000002 31.814000000000004
decision_type=2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 9 1 9 9 2 2 2 2 9 2 2 2 2 2 2
left_child=14 2 3 4 5 6 -2 8 13 -10 12 30 26 -4 15 16 17 18 21 24 -20 -1 23 25 -19 -18 -9 -7 -16 -21 -12
right_child=1 -3 7 -5 -6 27 -8 10 9 -11 11 -13 -14 -15 28 -17 22 19 20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.44239097100037794 0.6608273390134175 2.9621269135248092 0.22184924771708825 2.1472323589324951 -1.0422328383272343 0.24035751559517601 2.1911547867059706 -0.14274007561433055 2.5410815095901489 0.074582025454594539 -0.59692700624465944 -1.4636283440425479 0.78684652166707181 -0.65754205000706212 -0.26800999030088768 -0.59099253415067998 -0.00054544242914764585 -0.29940552738637688 0.040682768684450588 0.61451927365483461 0.9203405902696693 1.0129299369065659 0.60771055477857583 0.73308873211895975 -0.042237400497110063 0.52015754079818732 -0.60764076997836436 -0.34844440468720034 -0.85665764570236203 0.26070695653977527 -0.020610462535511364
leaf_weight=104 30 21 31 20 33 33 20 137 20 26 22 29 21 39 39 30 100653 271 647 74 46 92 40 27 843 40 36 28 20 71 22
leaf_count=104 30 21 31 20 33 33 20 137 20 26 22 29 21 39 39 30 100653 271 647 74 46 92 40 27 843 40 36 28 20 71 22
internal_value=0 0.150766 0.0428345 0.40445 0.190483 0.556966 1.27296 -0.11945 0.269793 1.14697 -0.292194 -0.767549 -0.128385 -0.268097 0.00112985 0.00139848 0.00157118 0.0702867 0.231208 -0.0442686 0.0976635 0.675719 9.93123e-05 -0.000141985 -0.106905 -0.000338595 -0.239482 -0.0299122 -0.467552 0.412804 -0.308769
internal_weight=0 568 547 164 144 111 50 383 116 46 267 73 194 70 102997 102938 102908 2148 889 1259 693 196 100760 100720 1114 100693 173 61 59 145 44
internal_count=103565 568 547 164 144 111 50 383 116 46 267 73 194 70 102997 102938 102908 2148 889 1259 693 196 100760 100720 1114 100693 173 61 59 145 44
cat_boundaries=0 1 2 8 9 11 15 17
cat_threshold=1108 1081344 1073741824 536870914 4096 167903496 0 32 2315 1073741824 536870912 1073741824 536870914 0 33554432 1073741824 536870912
is_linear=0
shrinkage=0.01


Tree=652
num_leaves=20
num_cat=1
split_feature=14 2 16 24 4 5 26 14 10 22 9 1 22 8 4 21 14 26 22
split_gain=148358 136690 1.67966e+06 389269 335230 501576 296331 222094 137026 127208 104342 98052.7 92896.3 88459.9 113909 44897.7 20227.8 11576.1 10652.9
threshold=1092.2134000000003 414.53600000000012 352.21000000000004 0 449.81750000000005 326.45950000000005 2022.5000000000002 53.275000000000013 426.12125000000009 379.00000000000006 9.932400000000003 1439.8675000000001 261.87000000000006 1468.3681000000001 521.79500000000019 37.690000000000005 1420.5906000000002 2022.5000000000002 298.12500000000006
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 6 -3 8 10 11 -5 12 13 14 -1 -11 -2 -13 -14
right_child=16 2 -4 7 -6 -7 -8 -9 -10 15 -12 17 18 -15 -16 -17 -18 -19 -20
leaf_value=0.0016164161697576891 -0.78758170749830159 0.87062252930232464 2.9325057111467636 -0.065329613922922705 1.4906918589274087 -0.97647970773022752 0.042533144669586347 -0.97163791302591562 0.66520335977727718 -0.26532989526406314 -0.5946466405656603 0.27589277076721191 0.3199816097532 0.51885571190805146 -0.18705474267124758 -0.84809106439352033 -0.35274152088165284 0.59331173230100565 0.64246101570129399
leaf_weight=102459 23 84 21 216 24 29 89 32 22 39 45 20 21 33 321 20 20 27 20
leaf_count=102459 23 84 21 216 24 29 89 32 22 39 45 20 21 33 321 20 20 27 20
internal_value=0 0.00217462 0.157706 0.0499967 0.357527 0.240593 0.444611 -0.176395 -0.0927061 0.00132567 -0.156591 0.00159182 0.00138315 0.00119337 0.00102716 -0.462876 -0.58533 0.45824 0.477289
internal_weight=0 103522 562 541 226 202 173 315 283 102960 261 102901 102854 102813 102780 59 43 47 41
internal_count=103565 103522 562 541 226 202 173 315 283 102960 261 102901 102854 102813 102780 59 43 47 41
cat_boundaries=0 1
cat_threshold=1236
is_linear=0
shrinkage=0.01


Tree=653
num_leaves=25
num_cat=7
split_feature=14 2 16 24 13 3 18 3 25 5 7 22 25 24 25 25 6 11 8 25 22 21 10 14
split_gain=145406 133970 1.64624e+06 381523 320522 341621 218657 210107 156693 158555 138120 124677 104521 384088 498885 358077 325297 137967 161958 134369 104113 44004.2 37136.3 19825.3
threshold=1092.2134000000003 414.53600000000012 352.21000000000004 0 47.471505000000008 414.53600000000012 38.202422500000004 7.7340000000000009 1 39.280380000000001 9.3975000000000026 379.00000000000006 2 3 4 5 189.19640000000001 1092.2834 1468.3681000000001 6 261.87000000000006 37.690000000000005 0.45700000000000007 1420.5906000000002
decision_type=2 2 2 1 2 2 2 2 9 2 2 2 9 1 9 9 2 2 2 9 2 2 2 2
left_child=1 11 3 4 5 7 8 -3 9 -5 -10 12 13 14 -1 19 -16 18 20 -15 -14 -13 -19 -2
right_child=23 2 -4 6 -6 -7 -8 -9 10 -11 -12 21 17 15 16 -17 -18 22 -20 -21 -22 -23 -24 -25
leaf_value=0.66033180530254654 -0.77970588601153834 0.57796527553688404 2.9031806278228762 0.48992546966110456 -0.48153408466158687 1.6007478266495927 -1.192039921283722 -0.24294783620607285 -0.41679105823336088 -0.24960075591653585 0.41435035747030508 -0.26267659713060432 -5.558916432174899e-05 -0.2948739640010255 0.040668134342021149 0.40880911894479105 0.91098169990207833 -0.2982315316738991 0.789499040383559 -0.040333968694780911 0.51022434175014497 -0.83961015698313712 -0.87139213919639591 -0.34921409702301026
leaf_weight=198 23 121 21 69 37 26 20 42 153 50 23 39 100641 270 647 145 46 26 26 842 40 20 20 20
leaf_count=198 23 121 21 69 37 26 20 42 153 50 23 39 100641 270 647 145 46 26 26 842 40 20 20 20
internal_value=0 0.00215288 0.156129 0.0494967 0.353952 0.53624 -0.174631 0.366442 -0.111573 0.165309 -0.291607 0.00131241 0.0015759 0.0704368 0.228154 -0.0422761 0.0970376 0.000100826 0.000350933 -0.104215 0.000147142 -0.458247 -0.547432 -0.579477
internal_weight=0 103522 562 541 226 189 315 163 295 119 176 102960 102901 2148 891 1257 693 100753 100707 1112 100681 59 46 43
internal_count=103565 103522 562 541 226 189 315 163 295 119 176 102960 102901 2148 891 1257 693 100753 100707 1112 100681 59 46 43
cat_boundaries=0 1 7 13 14 16 20 22
cat_threshold=1236 1081344 0 32 0 0 8192 1073741824 536870914 4096 167903496 0 32 2315 1073741824 536870912 1073741824 536870914 0 33554432 1073741824 536870912
is_linear=0
shrinkage=0.01


Tree=654
num_leaves=19
num_cat=1
split_feature=14 2 16 0 15 3 13 22 25 3 22 13 13 8 8 0 21 14
split_gain=142513 131303 1.61348e+06 497236 254179 264088 151289 122196 102838 138213 120828 109719 139573 107699 101930 90916 43128.5 19430.7
threshold=1092.2134000000003 414.53600000000012 352.21000000000004 883.10000000000014 266.97500000000008 764.58775000000003 180.91300000000004 379.00000000000006 0 670.0675 261.87000000000006 230.20150000000004 494.43250000000006 1468.3681000000001 225.65850000000003 6.6497500000000009 37.690000000000005 1420.5906000000002
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 8 9 11 13 14 -13 15 -1 -10 -9 -2
right_child=17 2 -4 -5 -6 -7 -8 16 10 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.054371927136130198 -0.77190882226695179 0.028649434870108962 2.8741488191059661 1.5215003793889827 -1.0411082350689431 1.0357909790039062 -0.69413252394045555 -0.26004982807697397 -0.0047341686258279394 -0.58749798718620749 0.57074084732983565 0.69457208644864821 -0.20405358476638796 0.63066402117411291 -0.22070362070481556 0.023773237099522754 -0.83121404260396958 -0.34572196006774902
leaf_weight=4364 23 440 21 22 23 25 31 39 85344 34 37 56 25 27 139 12875 20 20
leaf_count=4364 23 440 21 22 23 25 31 39 85344 34 37 56 25 27 139 12875 20 20
internal_value=0 0.00213206 0.154568 0.0490017 -0.0134163 0.0342387 -0.0189222 0.0013 0.00156086 0.0476277 -0.000608458 0.0524424 0.417218 -0.000823693 0.0458808 -0.000997286 -0.453665 -0.573682
internal_weight=0 103522 562 541 519 496 471 102960 102901 4618 98283 4584 81 98246 4503 98219 59 43
internal_count=103565 103522 562 541 519 496 471 102960 102901 4618 98283 4584 81 98246 4503 98219 59 43
cat_boundaries=0 6
cat_threshold=1073741824 537018370 4112 173150474 603979776 32
is_linear=0
shrinkage=0.01


Tree=655
num_leaves=28
num_cat=2
split_feature=25 9 12 6 2 8 4 8 6 14 10 10 6 19 10 5 10 7 26 10 8 3 25 6 2 5 26
split_gain=424858 108420 264964 350316 187615 148145 137208 130391 141671 139299 190928 138243 296061 125524 115793 107204 90357.7 87502.8 72343.7 72327.3 53249.6 36221.8 32277.6 31126.9 31996.7 25946.2 23203.5
threshold=0 407.55349999999999 267.39720000000005 200.23362600000004 205.68850000000006 172.50050000000002 184.12550000000002 1117.4100000000001 1424.6500000000003 522.5150000000001 206.34700000000004 901.21050000000014 55.50500000000001 157.87350000000004 177.46054150000003 45.051000000000009 619.25400000000013 9.2450000000000028 2022.5000000000002 426.12125000000009 380.13250000000005 764.58775000000003 1 5.008 5.5788600000000015 5.0070000000000006 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 9 2 2 2 2
left_child=20 7 4 5 13 -4 -6 8 9 11 15 16 -13 14 18 -11 -2 -9 -3 -16 21 22 26 24 25 -24 -1
right_child=1 2 3 -5 6 -7 -8 17 -10 10 -12 12 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=-0.5193047738075256 0.0011932893996853414 0.098455303062092187 0.41176015713810921 1.0717523967897571 -0.44000963442666191 -0.73301722013033355 -1.4783079652786257 0.1489201454555287 0.69982074540236894 -0.28225965896248817 -0.99833605750914545 0.048365643554263649 1.4726430948972702 -0.92375032243274502 0.71657146851221731 0.39931968466440837 -0.33293447703491025 0.93756204287211109 -0.3206461716824916 -0.087032355581011092 -0.73990923223041349 -0.64841570222377787 -0.12745828900755066 -0.5274767529964447 -0.51604700783888502 -0.48648906934828989 -0.25401583249680698
leaf_weight=68 101973 55 20 37 35 26 20 34 29 100 31 54 20 21 24 30 81 24 164 21 21 20 485 24 24 21 64
leaf_count=68 101973 55 20 37 35 26 20 34 29 100 31 54 20 21 24 30 81 24 164 21 21 20 485 24 24 21 64
internal_value=0 0.000584681 -0.159183 0.347369 -0.282842 -0.235288 -0.817573 0.00124487 0.000976174 0.000778045 -0.293135 0.00124139 0.433305 -0.179648 -0.120458 -0.124972 0.000928093 0.475255 -0.215392 0.341556 -0.240372 -0.228918 -0.216688 -0.172124 -0.159281 -0.142359 -0.363167
internal_weight=0 102799 423 83 340 46 55 102376 102318 102289 161 102128 74 285 264 130 102054 58 219 45 727 706 686 554 530 506 132
internal_count=103526 102799 423 83 340 46 55 102376 102318 102289 161 102128 74 285 264 130 102054 58 219 45 727 706 686 554 530 506 132
cat_boundaries=0 6 10
cat_threshold=1073741824 536870912 0 4325376 32 32 0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=656
num_leaves=26
num_cat=0
split_feature=11 7 0 15 6 3 1 9 14 8 0 0 1 6 0 8 4 14 11 3 26 3 10 8 26
split_gain=139135 143469 132106 459814 342238 166693 189722 129389 206159 136202 297486 103156 163264 109932 94496.9 71389.9 120724 83690.5 55276.8 53962.1 43845.1 40716.9 39168.3 15911.5 37138.5
threshold=912.00000000000011 25.602500000000003 883.10000000000014 16.667500000000004 63.922000000000004 52.207712000000008 13.903 407.55349999999999 522.5150000000001 153.40400000000002 234.07000000000002 658.11750000000018 335.00670000000008 1424.6500000000003 123.504 1117.4100000000001 16.667000000000005 522.5150000000001 285.35875000000004 78.36075000000001 2022.5000000000002 148.26730150000003 9.2185000000000006 2.5475000000000003 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 22 7 4 5 6 20 11 9 10 18 13 23 15 21 17 -17 -1 -9 -16 -4 -11 -2 24 -13
right_child=1 -3 3 -5 -6 -7 -8 8 -10 14 -12 12 -14 -15 19 16 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00022838614189232609 -0.25906937789272616 -0.85959359771326971 0.60073089878733565 1.702840407192707 -0.95419217109680177 1.1444665638953446 -0.67608370065689083 -0.25302194324385541 0.72190030952294659 -0.40832621784210205 0.98326982192371204 -0.25598854064941406 -1.0776092511957343 0.58584418684244155 -0.38572804880142214 0.04362467246585422 0.97737818336486815 -0.23352251678318173 0.29607736229896547 -1.0304402361689387 0.12922163059836941 0.12554497146606447 0.29020438003540039 -0.34582135287198157 0.22349584173162779
leaf_weight=102490 37 38 41 20 26 20 22 220 24 50 23 35 22 32 20 45 20 154 20 37 38 20 20 22 30
leaf_count=102490 37 38 41 20 26 20 22 220 24 50 23 35 22 32 20 45 20 154 20 37 38 20 20 22 30
internal_value=0 -0.383642 -0.000767926 0.280262 0.0867135 0.310379 0.145213 -0.00122241 -0.177654 -0.233011 -0.103149 -0.000512224 -0.307983 -0.000186022 -0.501939 -0.000368605 0.330933 -0.000578405 -0.207264 -0.804225 0.373929 -0.255792 -0.0663417 -0.113365 -0.0346881
internal_weight=0 95 103431 167 147 121 101 103264 414 390 263 102850 109 102741 127 102709 65 102644 240 57 79 70 57 87 65
internal_count=103526 95 103431 167 147 121 101 103264 414 390 263 102850 109 102741 127 102709 65 102644 240 57 79 70 57 87 65
is_linear=0
shrinkage=0.01


Tree=657
num_leaves=16
num_cat=3
split_feature=25 24 22 11 16 9 12 13 6 6 10 24 26 26 26
split_gain=416384 233312 131910 103461 90969.5 114182 161778 293413 193459 122772 107117 53370.8 24890.1 12575.2 830.113
threshold=0 1 524.87500000000011 1439.8675000000001 1107.6734000000001 407.55349999999999 267.39720000000005 34.843750000000007 543.52500000000009 1424.6500000000003 901.21050000000014 2 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=1 12 3 4 5 9 8 -8 -7 10 -2 14 -1 -13 -3
right_child=2 11 -4 -5 -6 6 7 -9 -10 -11 -12 13 -14 -15 -16
leaf_value=0.024053729877137303 0.00096689247488652909 -0.44984183643685016 -0.63154894294160779 -0.64243477258682247 0.49013749072426244 -0.20119959982845093 -0.54783093008501782 0.72615716606378555 -1.2159423599243164 0.6410584503809611 0.37653025263626327 -0.28750879667737156 0.31355721227584349 -0.17154301791755339 -0.48763430354831455
leaf_weight=57 102190 122 33 25 38 310 29 48 20 30 76 197 62 178 111
leaf_count=57 102190 122 33 25 38 310 29 48 20 30 76 197 62 178 111
internal_value=0 -0.237952 0.000589985 0.000793033 0.00094955 0.000768551 -0.166394 0.246343 -0.262699 0.00143363 0.001246 -0.317447 0.16133 -0.226426 -0.448593
internal_weight=0 727 102799 102766 102741 102703 407 77 330 102296 102266 608 119 375 233
internal_count=103526 727 102799 102766 102741 102703 407 77 330 102296 102266 608 119 375 233
cat_boundaries=0 6 7 8
cat_threshold=1073741824 536870912 0 4325376 32 32 258 1100
is_linear=0
shrinkage=0.01


Tree=658
num_leaves=23
num_cat=4
split_feature=25 24 11 7 12 12 9 14 20 8 6 12 14 24 7 0 12 25 26 26 26 26
split_gain=408098 228669 125491 149295 113531 481809 140152 186943 135808 131567 134158 127159 101160 52308.7 52047.6 42523.1 37877.3 31013.5 24394.8 20006.6 5683.46 813.594
threshold=0 1 912.00000000000011 25.602500000000003 1078.0535000000002 1392.9450000000004 367.7580000000001 455.5750000000001 137.57250000000002 1117.4100000000001 1424.6500000000003 283.49220000000008 522.5150000000001 2 23.530250000000002 5.0070000000000006 21.861000000000001 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2
left_child=1 18 4 16 6 -6 9 8 11 10 12 -8 -2 21 -11 17 -4 20 -1 -19 -15 -3
right_child=2 13 3 -5 5 -7 7 -9 -10 14 -12 -13 -14 15 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.023813215222275048 0.0014000380966211038 -0.44534342103317137 0.18893307944817936 -0.84861285956282362 1.4683947634696961 -0.45818592283460829 -0.24855105838004535 0.53075404385157998 -0.86680629038041646 0.75343871816992758 0.68127296529967207 0.28151615328513663 -0.25848274110953012 -0.32813497274694309 0.1127404158455985 0.21849888837337494 -0.34309148187222688 -0.24435532090992762 0.31042165671625443 -0.04628387940003649 -0.45217526425014848 -0.48275795721792963
leaf_weight=57 101955 122 32 38 25 27 349 35 31 32 29 52 150 71 21 20 23 116 62 91 77 111
leaf_count=57 101955 122 32 38 25 27 349 35 31 32 29 52 150 71 21 20 23 116 62 91 77 111
internal_value=0 -0.235572 0.000584085 -0.366586 0.000916614 0.468055 0.000679982 -0.172163 -0.229112 0.00146988 0.0012114 -0.179814 0.00101825 -0.314272 0.499577 -0.224161 -0.0335499 -0.255414 0.159717 -0.150032 -0.367817 -0.444107
internal_weight=0 727 102799 93 102706 52 102654 467 432 102187 102134 401 102105 608 53 375 55 355 119 207 148 233
internal_count=103526 727 102799 93 102706 52 102654 467 432 102187 102134 401 102105 608 53 375 55 355 119 207 148 233
cat_boundaries=0 6 7 8 13
cat_threshold=1073741824 536870912 0 4325376 32 32 258 1100 0 536870912 0 0 32
is_linear=0
shrinkage=0.01


Tree=659
num_leaves=19
num_cat=4
split_feature=25 24 11 7 12 12 9 14 20 8 6 12 14 24 7 0 12 25
split_gain=399976 224118 122993 146324 111272 472221 137363 183223 133106 128949 131489 124628 99146.7 51267.8 51011.8 41676.9 37123.5 30396.4
threshold=0 1 912.00000000000011 25.602500000000003 1078.0535000000002 1392.9450000000004 367.7580000000001 455.5750000000001 137.57250000000002 1117.4100000000001 1424.6500000000003 283.49220000000008 522.5150000000001 2 23.530250000000002 5.0070000000000006 21.861000000000001 3
decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 9
left_child=1 -1 4 16 6 -6 9 8 11 10 12 -8 -2 -3 -11 17 -4 -15
right_child=2 13 3 -5 5 -7 7 -9 -10 14 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=0.15811984879101895 0.0013860377905918224 -0.43966605456277669 0.18704374797642231 -0.84012672063551452 1.4537107640743256 -0.45360406204506204 -0.24606554791502078 0.52544647516523091 -0.85813822330967071 0.74590429782867429 0.67446027492654737 0.27870100956696731 -0.25589791326522826 -0.36413878126989441 0.11161301839919319 0.21631390190124514 -0.33966055082238245 -0.14853216557767809
leaf_weight=119 101955 233 32 38 25 27 349 35 31 32 29 52 150 148 21 20 23 207
leaf_count=119 101955 233 32 38 25 27 349 35 31 32 29 52 150 148 21 20 23 207
internal_value=0 -0.233216 0.000578244 -0.362921 0.000907448 0.463374 0.000673182 -0.170441 -0.226821 0.00145518 0.00119929 -0.178016 0.00100807 -0.311129 0.494581 -0.22192 -0.0332144 -0.25286
internal_weight=0 727 102799 93 102706 52 102654 467 432 102187 102134 401 102105 608 53 375 55 355
internal_count=103526 727 102799 93 102706 52 102654 467 432 102187 102134 401 102105 608 53 375 55 355
cat_boundaries=0 6 7 8 13
cat_threshold=1073741824 536870912 0 4325376 32 32 258 1100 0 536870912 0 0 32
is_linear=0
shrinkage=0.01


Tree=660
num_leaves=22
num_cat=1
split_feature=6 9 12 9 5 22 25 2 2 1 14 10 14 2 5 2 1 18 5 4 12
split_gain=143656 163646 125167 227445 405414 198637 118711 274124 760056 509647 234032 163726 94053.4 126561 87155.3 125298 235240 96619.7 61262.3 29683.5 23393.9
threshold=1054.5000000000002 35.830500000000008 564.6037500000001 553.21400000000006 421.77600000000007 550.81750000000011 0 414.53600000000012 512.13625000000013 11.157000000000002 678.01075000000003 522.5150000000001 277.26500000000004 81.89400000000002 1083.8250000000003 440.02900000000005 413.70875000000007 925.3130000000001 7.8873450000000007 54.846500000000013 1392.9450000000004
decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 5 4 12 6 7 10 -9 -10 11 -1 13 20 15 17 -17 -8 -2 -16 -4
right_child=1 -3 3 -5 -6 -7 14 8 9 -11 -12 -13 -14 -15 19 16 -18 -19 -20 -21 -22
leaf_value=0.039596273730508218 -0.32064863293669943 -1.0157508596880684 -0.29239393476645154 0.73116482462201804 -1.639332859732888 0.78943396911025054 -0.00038360016010681523 1.6737279427127962 0.80525862334030007 -0.45554041899045311 0.9653440498422694 -0.47862337846909803 -0.82597060906887054 0.64266029024124149 0.2165526113838985 -0.2773229932716697 0.62351048767566686 0.67799043973286943 0.34926309776306158 0.71732645702362063 0.071376871615648277
leaf_weight=3657 43 29 90 21 22 32 98994 39 56 75 27 62 20 20 29 308 32 21 20 20 22
leaf_count=3657 43 29 90 21 22 32 98994 39 56 75 27 62 20 20 29 308 32 21 20 20 22
internal_value=0 -0.394124 0.00120684 -0.251909 -0.370556 0.0016844 0.00144042 0.0553738 0.448261 0.0834271 0.0376917 0.030957 -0.186917 -0.0900906 -0.000689771 -0.000897785 -0.192539 -0.000239724 -0.107978 0.42095 -0.220939
internal_weight=0 92 103547 195 174 103352 103320 3916 170 131 3746 3719 152 132 99404 99355 340 99015 63 49 112
internal_count=103639 92 103547 195 174 103352 103320 3916 170 131 3746 3719 152 132 99404 99355 340 99015 63 49 112
cat_boundaries=0 6
cat_threshold=32768 536871040 4096 5406728 32 32
is_linear=0
shrinkage=0.01


Tree=661
num_leaves=21
num_cat=2
split_feature=11 6 8 1 12 1 4 5 25 2 2 1 14 24 0 2 26 1 11 6
split_gain=143153 139276 175521 125869 119851 211651 184155 124532 120432 262839 748911 539855 242687 185949 144288 128888 122591 90150.7 62807.8 5119.9
threshold=1439.8675000000001 1054.5000000000002 248.12265000000002 54.470000000000006 564.6037500000001 413.70875000000007 289.64010000000007 54.009400000000007 0 414.53600000000012 512.13625000000013 11.157000000000002 678.01075000000003 1 1438.4900000000002 1070.9310000000003 2022.5000000000002 1439.8675000000001 128.13330350000004 1424.6500000000003
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2
left_child=1 4 3 19 8 6 7 18 9 12 -11 -12 13 -1 15 17 -17 -10 -6 -3
right_child=-2 2 -4 -5 5 -7 -8 -9 14 10 11 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.10110170437061378 0.6915268638928731 -0.51543903068259911 -1.217879720211029 0.51505264121294014 -0.22723531029945196 -1.0878643138592059 0.78240222632884981 -0.81498614346981046 -0.00038165357144190912 1.6569906078240813 0.83301234904202548 -0.46771491320509662 1.0012563089224009 -0.04018555427899418 -0.67207170739769939 -1.0830602338200523 -0.12165484729740354 0.50012748089101577 0.31091982728705325 -0.31470167160034179
leaf_weight=1885 30 27 20 20 86 26 20 30 99295 39 55 76 26 1826 32 21 36 36 29 24
leaf_count=1885 30 27 20 20 86 26 20 30 99295 39 55 76 26 1826 32 21 36 36 29 24
internal_value=0 0.000647357 -0.390398 -0.157305 0.000991115 -0.249275 -0.117134 -0.241208 0.00145373 0.0558416 0.440541 0.078392 0.0384907 0.0317454 -0.000689146 -0.00047305 -0.475857 -0.000200257 -0.0915266 -0.420974
internal_weight=0 103609 91 71 103518 191 165 145 103327 3907 170 131 3737 3711 99420 99388 57 99331 115 51
internal_count=103639 103609 91 71 103518 191 165 145 103327 3907 170 131 3737 3711 99420 99388 57 99331 115 51
cat_boundaries=0 6 7
cat_threshold=32768 536871040 4096 5406728 32 32 111
is_linear=0
shrinkage=0.01


Tree=662
num_leaves=19
num_cat=1
split_feature=11 6 4 12 1 4 25 2 0 3 2 0 3 1 5 11 26 6
split_gain=140304 136505 166003 117719 249236 154351 113527 261945 220957 303250 203910 141448 162470 119935 89664.1 75455.9 2930.11 2199.71
threshold=1439.8675000000001 1054.5000000000002 123.21700000000001 522.5150000000001 413.70875000000007 289.64010000000007 0 1070.9310000000003 883.10000000000014 35.85625000000001 512.13625000000013 1438.4900000000002 1449.0631000000001 1439.8675000000001 54.009400000000007 128.13330350000004 2022.5000000000002 1424.6500000000003
decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 6 5 14 7 8 10 -10 -1 12 13 -8 15 -5 -3 -18
right_child=-2 2 -4 4 -6 -7 11 -9 9 -11 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=0.049250299804826432 0.68461163377761836 -0.036403539180755617 -1.1208858873533165 -0.22154108686015961 -1.0778151362737021 0.6908552348613739 -0.00039087213610589869 0.95549183197319509 1.2457399880545479 -0.23240299727605737 -0.42481983307869209 -0.6653509849309921 -0.77600940351132996 0.5850936742126942 -0.63443415674003401 0.32818747520446778 -0.24816515594720842 -0.11277343114217123
leaf_weight=3718 30 20 23 94 30 22 99306 32 35 23 93 32 27 35 37 34 24 24
leaf_count=3718 30 20 23 94 30 22 99306 32 35 23 93 32 27 35 37 34 24 24
internal_value=0 0.000640943 -0.386494 0.000981263 -0.231688 -0.0959451 0.00147002 0.0543175 0.0470044 0.65958 0.0376815 -0.000609407 -0.000395398 -0.000184593 -0.200852 -0.0755194 -0.138097 -0.180469
internal_weight=0 103609 91 103518 217 187 103301 3901 3869 58 3811 99400 99368 99341 165 128 68 48
internal_count=103639 103609 91 103518 217 187 103301 3901 3869 58 3811 99400 99368 99341 165 128 68 48
cat_boundaries=0 6
cat_threshold=32768 536871040 4096 5406728 32 32
is_linear=0
shrinkage=0.01


Tree=663
num_leaves=20
num_cat=1
split_feature=11 6 8 1 12 1 4 25 2 0 2 4 0 2 26 1 8 10 6
split_gain=137512 133788 170600 123602 115377 244276 151279 111268 256733 216560 199852 161619 138633 126289 120206 117523 71453.8 114104 4974.56
threshold=1439.8675000000001 1054.5000000000002 248.12265000000002 54.470000000000006 522.5150000000001 413.70875000000007 289.64010000000007 0 1070.9310000000003 883.10000000000014 512.13625000000013 27.155175000000003 1438.4900000000002 1070.9310000000003 2022.5000000000002 1439.8675000000001 218.21600000000004 159.47460000000004 1424.6500000000003
decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 18 7 6 16 8 9 10 -1 -11 13 15 -15 -9 17 -6 -3
right_child=-2 2 -4 -5 5 -7 -8 12 -10 11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.048757797211063936 0.67776552724838257 -0.50722544396365132 -1.1984272937774658 0.51344775241613394 -0.23530278427761142 -1.0670369580586752 0.68394671201705937 -0.00032561641335184205 0.94593706741929051 1.0359459074076853 -0.42057164587000367 -0.074643423080444346 -0.65869747996330263 -1.0722257075990949 -0.12021895173523162 0.57924269884824753 -0.70324270943800615 0.54862317388707948 -0.30935771922270461
leaf_weight=3718 30 27 20 20 119 30 22 99276 32 38 93 20 32 21 36 35 24 22 24
leaf_count=3718 30 27 20 20 119 30 22 99276 32 38 93 20 32 21 36 35 24 22 24
internal_value=0 0.000634533 -0.382629 -0.152827 0.000971451 -0.229371 -0.0949857 0.00145532 0.0537743 0.0465344 0.0373047 0.652984 -0.000603313 -0.000391444 -0.470958 -0.00012136 -0.198843 -0.112988 -0.414111
internal_weight=0 103609 91 71 103518 217 187 103301 3901 3869 3811 58 99400 99368 57 99311 165 141 51
internal_count=103639 103609 91 71 103518 217 187 103301 3901 3869 3811 58 99400 99368 57 99311 165 141 51
cat_boundaries=0 6
cat_threshold=32768 536871040 4096 5406728 32 32
is_linear=0
shrinkage=0.01


Tree=664
num_leaves=25
num_cat=1
split_feature=11 12 3 11 5 25 14 2 5 2 10 10 2 3 1 2 3 2 3 2 10 2 2 7
split_gain=134776 125491 170993 206372 125781 94438.6 257924 212468 801625 955514 190846 207851 81138.5 146336 113592 88582.1 303563 86703 81000 48656.2 42743.6 31174.2 39021.5 10894.1
threshold=1439.8675000000001 564.6037500000001 543.52500000000009 364.16800000000006 54.009400000000007 0 678.01075000000003 414.53600000000012 302.32450000000006 512.13625000000013 522.5150000000001 426.12125000000009 883.10000000000014 1449.0631000000001 151.82000000000002 658.86750000000018 156.38750000000002 440.02900000000005 335.00670000000008 50.853000000000009 40.081250000000011 1070.9310000000003 1439.8675000000001 13.016250000000001
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
left_child=1 5 3 4 20 6 7 10 9 -9 11 -1 13 15 21 17 -17 -7 -10 -12 23 -14 -23 -3
right_child=-2 2 -4 -5 -6 12 -8 8 18 -11 19 -13 14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.029949327618964596 0.67098788722356162 -0.17118008724706513 -1.1044308233261109 0.60565861845016478 -0.81804596761862447 -0.00021439215776071269 0.98771206683126 2.3448337395985921 -1.260321949005127 0.30521093240806035 -0.70915387708087296 1.0520255503654479 -0.17133728981018068 -0.72340310811996467 0.3236239745400169 -0.15270038412676917 1.1885278807746038 -0.21403872228923596 -0.39016478813212851 -0.11213228070735932 0.28109916627407072 -0.90352336425047652 -0.33128818316893144 -0.43581884846091273
leaf_weight=3860 30 70 21 30 36 98889 29 30 20 98 43 20 20 28 22 45 27 190 23 20 20 26 22 20
leaf_count=3860 30 70 21 30 36 98889 29 30 20 98 43 20 20 28 22 45 27 190 23 20 20 26 22 20
internal_value=0 0.000628188 -0.251523 -0.149755 -0.304977 0.00110854 0.0478275 0.0413185 0.386406 0.783248 0.0263527 0.0352178 -0.000846019 -0.00057376 -0.300966 -0.000369635 0.35026 -0.000624435 -0.794889 -0.519623 -0.137064 -0.50304 -0.641249 -0.229989
internal_weight=0 103609 197 176 146 103412 4143 4114 171 128 3943 3880 99269 99179 90 99151 72 99079 43 63 110 68 48 90
internal_count=103639 103609 197 176 146 103412 4143 4114 171 128 3943 3880 99269 99179 90 99151 72 99079 43 63 110 68 48 90
cat_boundaries=0 6
cat_threshold=32768 536871040 4096 5406728 16416 1056
is_linear=0
shrinkage=0.01


Tree=665
num_leaves=14
num_cat=2
split_feature=11 10 22 15 15 12 12 5 5 24 25 2 15
split_gain=178527 701613 170813 128661 201303 247020 133521 489453 124945 540147 108668 71514.9 66901
threshold=1092.2834 130.02000000000001 524.87500000000011 925.3130000000001 694.47569250000004 9.2340000000000018 564.6037500000001 370.38000000000005 392.81250000000006 0 1 39.465500000000013 66.040325000000024
decision_type=2 2 2 2 2 2 2 2 2 1 9 2 2
left_child=2 -2 3 4 6 -6 8 12 10 -10 -1 -5 -8
right_child=1 -3 -4 11 5 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.028284930404865374 -0.2602561743008463 2.0173217655363538 -0.68853556195894883 -0.21711664309868448 -0.0070631979902585351 1.4977118561267853 0.053055788635183836 -1.4363545195261638 -0.20921074583158866 0.44283274645606674 0.0038341858077408793 -0.9526069946289063 -0.46354766215047527
leaf_weight=11904 38 21 36 39 24 20 131 30 221 278 90896 20 31
leaf_count=11904 38 21 36 39 24 20 131 30 221 278 90896 20 31
internal_value=0 0.550407 0.00017118 0.000410513 0.000676548 0.676925 0.000389036 -0.263075 0.000878731 0.158734 0.000112489 -0.466435 -0.0458004
internal_weight=0 59 103630 103594 103535 44 103491 192 103299 499 102800 59 162
internal_count=103689 59 103630 103594 103535 44 103491 192 103299 499 102800 59 162
cat_boundaries=0 1 7
cat_threshold=414 134266946 2281728032 33818240 3288383618 3490824 144
is_linear=0
shrinkage=0.01


Tree=666
num_leaves=32
num_cat=5
split_feature=11 2 9 24 12 4 14 6 2 10 11 12 5 5 24 1 0 6 10 25 24 11 8 0 12 25 11 10 1 12 9
split_gain=174974 694209 135382 213708 400734 263339 230057 208257 180349 243495 102341 99281.3 559604 172282 570531 575678 860144 188352 117405 202643 191997 141682 288155 124113 107912 106786 81009.4 50038.9 44364.8 13317.7 9800.35
threshold=1092.2834 16.299000000000003 356.30640000000005 0 239.70000000000002 422.73350000000011 382.28075000000007 214.91000000000003 39.465500000000013 212.84944500000003 163.96250000000003 522.5150000000001 370.38000000000005 392.81250000000006 1 383.83325000000008 367.42525000000006 483.06600000000009 279.94750000000005 2 3 337.65000000000003 127.87156050000003 228.21400000000003 85.888000000000019 4 128.13330350000004 22.168000000000003 45.345000000000006 1392.9450000000004 617.48075000000006
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2
left_child=2 -2 11 4 27 6 8 -7 9 -5 -10 13 26 18 17 16 -16 24 21 23 -21 25 -23 -20 -15 -1 28 30 29 -13 -4
right_child=1 -3 3 5 -6 7 -8 -9 10 -11 -12 12 -14 14 15 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.022979789789366673 -0.23188380039655246 2.0596374707221985 -0.12786325381082647 -0.22497113803911906 1.4600414510206745 -0.17485876094211233 0.87738982927799225 -1.447029705143744 -0.39650375749023864 0.59024851297790359 -1.129827683522151 0.013127546695214282 -1.7677114745548792 -0.18174841988787932 0.49739493322615724 -0.87114625343909635 2.6268949953715008 -1.1181931772232057 -0.28438710419589247 0.33481849029781374 -0.18165739270034192 0.079302079891949373 0.9317730118830998 -0.9406694832970115 0.57808251818021139 -0.0040280583300047875 0.40968023213473231 0.29961664332793309 -0.48997170514073868 -0.27574322593212125 -0.40262290875116985
leaf_weight=17721 39 20 34 219 22 22 20 31 71 44 26 79 21 170 196 26 21 20 189 113 164 228 48 34 21 83961 33 26 29 20 21
leaf_count=17721 39 20 34 219 22 22 20 31 71 44 26 79 21 170 196 26 21 20 189 113 164 228 48 34 21 83961 33 26 29 20 21
internal_value=0 0.544903 0.00016967 -0.158346 0.239898 -0.252781 -0.166519 -0.918959 -0.224514 -0.0885846 -0.593065 0.000993816 -0.23236 0.0014065 0.195778 0.513851 0.703476 -0.18607 0.000545227 -0.152315 0.0333599 0.00129485 0.227558 -0.367948 -0.0982068 0.000680696 -0.0320964 -0.0618815 -0.145992 -0.0452302 -0.232771
internal_weight=0 59 103630 536 103 433 380 53 360 263 97 103094 182 102912 454 243 217 211 102458 500 277 101958 276 223 191 101682 161 81 128 99 55
internal_count=103689 59 103630 536 103 433 380 53 360 263 97 103094 182 102912 454 243 217 211 102458 500 277 101958 276 223 191 101682 161 81 128 99 55
cat_boundaries=0 1 2 8 9 15
cat_threshold=352 444 1081856 16896 32 33554432 0 256 2386 1154482432 545292418 268435472 441647400 1140850738 8480
is_linear=0
shrinkage=0.01


Tree=667
num_leaves=14
num_cat=2
split_feature=11 10 22 15 15 12 12 5 5 24 25 15 7
split_gain=171492 680558 166859 125913 196771 241078 128850 470659 120322 520371 105087 65991.2 62563.6
threshold=1092.2834 130.02000000000001 524.87500000000011 925.3130000000001 694.47569250000004 9.2340000000000018 564.6037500000001 370.38000000000005 392.81250000000006 0 1 66.040325000000024 79.824400000000011
decision_type=2 2 2 2 2 2 2 2 2 1 9 2 2
left_child=2 -2 3 4 6 -6 8 11 10 -10 -1 -8 -5
right_child=1 -3 -4 12 5 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.02874442555217795 -0.25895296912444266 1.9841905925387429 -0.68052016665538151 -0.2282341068218916 -0.0064525624116261804 1.4801158485412598 0.052812490934179029 -1.4089655161599319 -0.20537318529504717 0.43462175601472458 0.0036544675963692337 -0.46026614173766106 -0.91615691995620718
leaf_weight=11230 38 21 36 39 24 20 131 30 221 278 91570 31 20
leaf_count=11230 38 21 36 39 24 20 131 30 221 278 91570 31 20
internal_value=0 0.539454 0.00016814 0.000404686 0.000667864 0.66926 0.000383607 -0.258431 0.000864661 0.155771 0.000112732 -0.0453692 -0.461428
internal_weight=0 59 103630 103594 103535 44 103491 192 103299 499 102800 162 59
internal_count=103689 59 103630 103594 103535 44 103491 192 103299 499 102800 162 59
cat_boundaries=0 1 7
cat_threshold=414 134250562 2281730080 33818240 3288383618 3490824 144
is_linear=0
shrinkage=0.01


Tree=668
num_leaves=14
num_cat=0
split_feature=11 2 22 15 15 9 8 3 3 2 26 9 16
split_gain=168079 673409 163539 123407 192855 116190 173004 113133 174557 69313.8 57434 9612.23 2934.89
threshold=1092.2834 16.299000000000003 524.87500000000011 925.3130000000001 694.47569250000004 1117.4100000000001 153.40400000000002 1449.0631000000001 1077.3535000000002 39.465500000000013 2022.5000000000002 1449.0631000000001 15.062500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 11 8 -1 -5 -9 -7 -6
right_child=1 -3 -4 9 12 6 -8 10 -10 -11 -12 -13 -14
leaf_value=0.00069409498303554416 -0.23100158673066362 2.025928702354431 -0.67371497655908275 -0.21136201662895007 0.73712307175000502 -0.19578081998687524 -1.1417201360789213 0.10176574837077748 -0.629297238452868 -0.93544537210464485 0.79008409570764615 0.091869377667705213 0.57310132217407228
leaf_weight=103329 39 20 36 39 24 26 22 22 44 20 27 21 20
leaf_count=103329 39 20 36 39 24 26 22 22 44 20 27 21 20
internal_value=0 0.53406 0.000166655 0.000400836 0.000661383 0.000379968 -0.409839 0.000653654 0.000425944 -0.456814 0.481043 -0.0672563 0.662568
internal_weight=0 59 103630 103594 103535 103491 69 103422 103373 59 49 47 44
internal_count=103689 59 103630 103594 103535 103491 69 103422 103373 59 49 47 44
is_linear=0
shrinkage=0.01


Tree=669
num_leaves=29
num_cat=3
split_feature=11 10 9 24 12 4 14 6 2 10 11 25 2 5 5 2 6 0 4 0 9 1 24 0 5 4 9 2
split_gain=164734 660135 131192 208878 393342 256397 225391 203615 175501 239096 99777.5 96638.8 195829 235141 614221 177214 197671 179189 147429 167714 106966 76619.8 164026 90320.4 50194.8 48749.6 8632.03 5120.93
threshold=1092.2834 130.02000000000001 356.30640000000005 0 239.70000000000002 422.73350000000011 382.28075000000007 214.91000000000003 39.465500000000013 212.84944500000003 163.96250000000003 1 1070.9310000000003 421.77600000000007 522.5150000000001 749.57248000000016 1424.6500000000003 1438.4900000000002 343.82250000000005 45.527785000000002 285.81500000000005 273.76200000000006 2 262.14225000000005 1.6834999999999993 65.295500000000018 523.54700000000014 1070.9310000000003
decision_type=2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=2 -2 11 4 24 6 8 -7 9 -5 -10 12 13 21 -15 16 17 20 19 27 -13 23 -23 -1 26 -16 -4 -17
right_child=1 -3 3 5 -6 7 -8 -9 10 -11 -12 15 -14 14 25 18 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.015889190571500924 -0.25761700623913814 1.9516125606355212 0.20226882336537041 -0.22259587955052992 1.4466261135448111 -0.17082907741720024 0.86913380266726026 -1.4287425909119267 -0.39101723220986379 0.58522635050795291 -1.1150969534653883 -0.0043860550239496737 0.75690043052037559 1.5973118005079383 0.1693958222238641 -0.60538236544682433 0.90402647733688357 0.69210887419210898 -1.1025675348613573 0.37064704577128088 0.30486495490585053 0.12966608695445522 -0.36635865687544827 0.20711483074188233 -0.49594196033477789 -0.3396646060466767 -0.035677967456079304 -0.42836715470660813
leaf_weight=20570 38 21 30 219 22 22 20 31 71 44 26 81547 36 34 76 26 24 37 23 33 112 114 143 250 20 25 31 44
leaf_count=20570 38 21 30 219 22 22 20 31 71 44 26 81547 36 34 76 26 24 37 23 33 112 114 143 250 20 25 31 44
internal_value=0 0.528719 0.000164989 -0.155879 0.237779 -0.249255 -0.164133 -0.90659 -0.221537 -0.0874469 -0.5851 0.000976281 0.0199729 0.0187317 0.434749 -0.00395739 -0.00338008 -0.00364665 -0.378697 -0.217056 -0.0039619 0.016067 -0.155542 0.0181854 -0.061195 0.0433908 0.081345 -0.494116
internal_weight=0 59 103630 536 103 433 380 53 360 263 97 103094 21248 21212 135 81846 81720 81696 126 103 81659 21077 257 20820 81 101 61 70
internal_count=103689 59 103630 536 103 433 380 53 360 263 97 103094 21248 21212 135 81846 81720 81696 126 103 81659 21077 257 20820 81 101 61 70
cat_boundaries=0 1 7 8
cat_threshold=352 1153433856 536904320 268435600 309535016 1409286226 8480 3858
is_linear=0
shrinkage=0.01


Tree=670
num_leaves=21
num_cat=2
split_feature=1 22 0 16 7 3 5 8 5 24 10 16 7 24 6 10 1 10 26 1
split_gain=142440 182618 124252 283348 350924 213109 140728 201513 124634 412405 501857 116773 125692 104265 117603 94516.9 74535.9 58732.4 38600.2 27032.2
threshold=1439.8675000000001 550.81750000000011 883.10000000000014 66.434874999999991 31.919999999999998 53.872267500000007 616.44275000000005 522.5150000000001 392.81250000000006 0 47.286000000000008 522.5150000000001 138.14056700000003 1 344.61250000000007 8.8950000000000014 210.63000000000002 245.27500000000003 2022.5000000000002 8.3632500000000025
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2
left_child=1 2 6 4 5 19 8 13 11 10 -10 12 -1 16 -15 -11 -8 -13 -2 -4
right_child=18 -3 3 -5 -6 -7 7 -9 9 15 -12 17 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.00091427731838297809 -0.20056080500284831 0.8230605126420657 0.24479586819568311 1.3256728144125507 -0.92413396340829357 1.250725796449752 -0.031318169139152349 -1.1960899381637573 0.39676995188311531 0.035299372135248398 2.1396276006698609 -0.20504866300749458 0.089738668372862984 -0.21245681203572098 -0.99692536312600843 -0.4710529976031359 0.64643495082855229 -0.78134515943981353 -0.73108849924057728 -0.10986371171885523
leaf_weight=100972 24 27 83 22 27 21 86 20 95 133 20 112 1553 113 23 51 20 21 32 29
leaf_count=100972 24 27 83 22 27 21 86 20 95 133 20 112 1553 113 23 51 20 21 32 29
internal_value=0 0.00075454 0.00053982 0.261596 0.115285 0.326295 7.95153e-05 -0.231387 0.00066854 0.204538 0.643886 7.47535e-05 0.00045889 -0.151659 -0.321486 -0.0996334 0.0882357 -0.296043 -0.503719 0.152964
internal_weight=0 103428 103401 182 160 133 103219 262 102957 299 115 102658 102525 242 136 184 106 133 56 112
internal_count=103484 103428 103401 182 160 133 103219 262 102957 299 115 102658 102525 242 136 184 106 133 56 112
cat_boundaries=0 1 2
cat_threshold=2656 449
is_linear=0
shrinkage=0.01


Tree=671
num_leaves=19
num_cat=0
split_feature=11 10 22 0 16 4 2 5 8 5 13 10 10 11 4 3 11 0
split_gain=244764 645670 111598 94470.1 249252 320416 375656 142161 196232 134111 679857 225819 154203 130195 112795 103740 102871 98203
threshold=1092.2834 9.2185000000000006 524.87500000000011 883.10000000000014 66.434874999999991 76.50500000000001 160.50600000000003 616.44275000000005 522.5150000000001 392.81250000000006 287.90852000000007 177.46054150000003 556.40500000000009 176.37682000000004 343.82250000000005 102.14221850000001 354.32250000000005 1077.3535000000002
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 6 17 9 13 12 11 -11 16 15 -14 -9 -1 -5
right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 -12 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.00017569824582769019 -0.16510438988313955 2.0992667579650881 -0.60969786246617641 -0.39018646209470687 1.2531291112445648 -0.800345986187458 1.5772645682096482 -0.1802009715331844 -1.1841290426254272 -0.018399860402905796 1.8639241119053054 0.9610006267749347 -0.20102911398647735 -0.72787945729844705 -0.98024542490641287 0.3530608270523396 0.17508715797659186 0.27764472409298546
leaf_weight=102140 34 20 30 31 21 32 20 163 20 249 23 26 161 34 21 47 336 76
leaf_count=102140 34 20 30 31 21 32 20 163 20 249 23 26 161 34 21 47 336 76
internal_value=0 0.673552 0.000125323 0.000302254 0.229195 0.0939587 0.319295 -9.69003e-05 -0.231854 0.000497371 0.212331 0.074198 -0.000117549 -0.153798 -0.290939 -0.0608519 0.000398956 0.0841609
internal_weight=0 54 103430 103400 180 159 127 103220 264 102956 298 275 102658 244 182 210 102476 107
internal_count=103484 54 103430 103400 180 159 127 103220 264 102956 298 275 102658 244 182 210 102476 107
is_linear=0
shrinkage=0.01


Tree=672
num_leaves=21
num_cat=1
split_feature=11 10 1 2 0 15 7 2 5 8 5 13 1 10 1 7 24 2 2 1
split_gain=239893 632821 139277 172939 120245 245690 422413 284470 136231 237838 131211 696357 311775 139177 223982 129066 112131 248571 131221 23681.3
threshold=1092.2834 9.2185000000000006 1439.8675000000001 10.852000000000002 883.10000000000014 36.721200000000003 6.6365000000000007 160.50600000000003 616.44275000000005 522.5150000000001 392.81250000000006 287.90852000000007 104.02000000000001 556.40500000000009 174.76450000000003 138.14056700000003 0 39.465500000000013 63.252850000000002 8.3632500000000025
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 -2 4 -4 8 6 7 19 10 16 13 12 -12 15 -15 -1 18 -18 -10 -6
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21
leaf_value=-0.00097929747101051104 -0.16345334753394128 2.0782740383148193 -0.034511518478393559 -1.1640967384369478 0.25084164688386112 1.3046738393306732 -0.98551903350012637 1.4657786607742309 -0.10239494362392941 -1.22266921043396 -0.13273520963788032 1.9223689868233422 0.62329931008021033 -0.12331155903292018 -1.0828339682776353 0.091146138309105423 -0.055704810693860053 -0.985864765004414 0.68165058771769216 -0.095010263919830321
leaf_weight=100913 34 20 33 23 83 20 28 20 74 22 200 22 75 151 29 1544 96 41 30 26
leaf_count=100913 34 20 33 23 83 20 28 20 74 22 200 22 75 151 29 1544 96 41 30 26
internal_value=0 0.666816 0.00012407 -0.498448 0.000394158 0.260814 0.127838 0.369497 -5.2506e-05 -0.227356 0.000528262 0.210413 0.073456 -7.90791e-05 -0.277901 0.000409009 -0.136497 -0.311348 0.112915 0.168345
internal_weight=0 54 103430 56 103374 177 157 129 103197 263 102934 297 275 102637 180 102457 241 137 104 109
internal_count=103484 54 103430 56 103374 177 157 129 103197 263 102934 297 275 102637 180 102457 241 137 104 109
cat_boundaries=0 1
cat_threshold=449
is_linear=0
shrinkage=0.01


Tree=673
num_leaves=26
num_cat=2
split_feature=22 0 16 7 2 5 8 5 13 0 10 7 4 7 0 2 24 2 4 3 24 8 3 0 26
split_gain=128389 90043.4 287009 312769 197951 147942 184806 117478 620039 212093 133251 124769 120007 116569 195348 133990 94684.1 252974 219192 107523 82692.2 57474.4 54817.2 29896.2 62581.4
threshold=550.81750000000011 883.10000000000014 66.434874999999991 31.919999999999998 165.38000000000002 616.44275000000005 522.5150000000001 392.81250000000006 287.90852000000007 354.51980000000003 556.40500000000009 329.28675000000004 95.658810000000017 138.14056700000003 5.6990000000000007 1070.9310000000003 0 39.465500000000013 229.75969200000003 10.307000000000002 1 54.047500000000007 11.211 1438.4900000000002 2022.5000000000002
decision_type=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
left_child=1 5 3 4 23 7 16 10 9 20 13 12 -12 15 -15 -1 18 19 22 -18 -9 -19 -7 24 -3
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 11 -13 -14 14 -16 -17 17 21 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00059595874215307972 0.67752515275563507 0.24969231025032376 1.2928267452933571 -0.9071170033348932 1.1899826838970184 0.010960686324072667 -1.160061056137085 0.16111954131603243 1.7397886538505554 0.88903914349419733 -0.30379870561380234 -0.91043112461383535 0.37362450209530923 0.012575190203195368 0.25717454089313491 -0.41522167318906539 -0.23392772013346355 -1.3448988732424649 0.96434346285733319 0.59128801727294922 -0.19132285230226451 -0.60421026527881627 -0.53740036469239461 0.35698725645882745 -0.3114232600075858
leaf_weight=100894 28 46 22 27 20 61 20 115 24 28 126 26 33 1080 468 78 75 22 22 20 133 20 26 35 35
leaf_count=100894 28 46 22 27 20 61 20 115 24 28 126 26 33 1080 468 78 75 22 22 20 133 20 26 35 35
internal_value=0 0.000284 0.220704 0.0760005 0.271178 -0.000110861 -0.23564 0.000497369 0.198096 0.0640358 -7.9814e-05 -0.268218 -0.163201 0.000404047 0.0865238 -0.000916254 -0.160484 -0.322386 0.0664853 -0.0601981 -0.0291098 -0.99219 -0.152917 0.112764 0.00723497
internal_weight=0 103456 185 163 136 103271 266 103005 300 276 102705 185 159 102520 1548 100972 246 137 109 95 248 42 87 116 81
internal_count=103484 103456 185 163 136 103271 266 103005 300 276 102705 185 159 102520 1548 100972 246 137 109 95 248 42 87 116 81
cat_boundaries=0 1 2
cat_threshold=449 2664
is_linear=0
shrinkage=0.01


Tree=674
num_leaves=21
num_cat=2
split_feature=11 10 1 2 0 14 2 5 8 3 5 10 24 10 1 7 24 2 4 0
split_gain=234850 619810 136499 169694 115756 245608 649054 130903 229469 129506 126281 465272 165721 133852 218724 124068 107896 238722 193624 35632.7
threshold=1092.2834 9.2185000000000006 1439.8675000000001 10.852000000000002 883.10000000000014 47.828750000000007 261.97000000000008 616.44275000000005 522.5150000000001 114.45750000000002 392.81250000000006 377.13375000000002 0 556.40500000000009 174.76450000000003 138.14056700000003 1 39.465500000000013 229.75969200000003 1438.4900000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2
left_child=2 -2 4 -4 7 6 9 10 16 19 13 12 -12 15 -15 -1 18 -18 -9 -6
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21
leaf_value=-0.00096156471690229852 -0.16192395127871456 2.056639310836792 -0.033893354589288889 -1.1528320682048798 -0.10718447809095506 -0.66261613349914561 2.0390612456912085 -0.10182157057087596 -1.2005124456232243 0.8860602695941926 0.34658769836528697 1.6794108617305756 -0.12947602903918376 -0.11976965009771436 -1.0679637828366511 0.089362525138569696 -0.054622629086176558 -0.96617024468212598 0.95470003734935416 0.28150354693917667
leaf_weight=100913 34 20 33 23 77 25 21 82 22 20 129 20 148 151 29 1544 96 41 22 34
leaf_count=100913 34 20 33 23 77 25 21 82 22 20 129 20 148 151 29 1544 96 41 22 34
internal_value=0 0.659766 0.000118324 -0.493457 0.000385705 0.255898 0.40697 -5.25413e-05 -0.222867 0.145337 0.000516757 0.20642 0.100067 -7.90632e-05 -0.272534 0.000399596 -0.133621 -0.305148 0.111 0.0118731
internal_weight=0 54 103430 56 103374 177 152 103197 263 131 102934 297 277 102637 180 102457 241 137 104 111
internal_count=103484 54 103430 56 103374 177 152 103197 263 131 102934 297 277 102637 180 102457 241 137 104 111
cat_boundaries=0 1 2
cat_threshold=1608 449
is_linear=0
shrinkage=0.01


Tree=675
num_leaves=23
num_cat=3
split_feature=25 11 7 2 2 25 0 24 12 16 0 14 6 12 2 2 26 16 11 12 26 11
split_gain=204242 137951 169924 197153 144383 106048 518900 268811 312917 223802 166355 134080 136284 91772.3 121415 91478.7 141837 89046.5 55100 44874.2 14732.7 8543.9
threshold=0 675.38900000000001 31.919999999999998 160.50600000000003 15.313315000000001 1 1438.4900000000002 2 671.11374000000012 631.17300000000012 1438.4900000000002 356.84390000000002 543.52500000000009 483.25025000000005 211.31080500000004 1070.9310000000003 2022.5000000000002 1107.6734000000001 228.02500000000001 8.3602500000000024 2022.5000000000002 1092.2834
decision_type=9 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 5 4 -4 19 6 7 11 9 -9 13 12 -2 15 18 17 -17 -7 -15 21 -1 -3
right_child=1 2 3 -5 -6 10 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.50116577673649443 -0.090261907538882011 -0.20585080907200323 -0.19823230301892317 -1.4581471069999363 0.69687299013137816 0.00066543950731598499 1.5478485621576723 0.071960238239403326 1.2492826216894648 1.041095385948817 -0.78468917016629813 0.60479373684635873 -0.7849294611503338 -0.21373446087702178 -0.94249234199523924 0.98660473585128783 0.0046450094172829073 -0.62162799835205085 0.30840559502442677 -0.63846639354120605 -0.29375912207014421 0.048563187774694108
leaf_weight=69 1080 33 27 23 20 98460 23 3334 23 24 27 27 29 128 21 24 38 23 24 22 68 22
leaf_count=69 1080 33 27 23 20 98460 23 3334 23 24 27 27 29 128 21 24 38 23 24 22 68 22
internal_value=0 0.00188258 -0.304239 -0.777793 -0.060139 0.00231845 0.0495207 0.0420011 0.0865925 0.0788868 0.000143198 -0.0906775 -0.108427 0.000357869 -0.229761 0.000761852 0.384758 0.000520107 -0.131291 -0.256766 -0.37113 -0.104085
internal_weight=0 103432 147 50 97 103285 4540 4517 3381 3358 98745 1136 1109 98718 173 98545 62 98483 152 77 137 55
internal_count=103569 103432 147 50 97 103285 4540 4517 3381 3358 98745 1136 1109 98718 173 98545 62 98483 152 77 137 55
cat_boundaries=0 4 10 11
cat_threshold=0 0 0 131072 1074823168 2 4098 135266568 786464 32 162
is_linear=0
shrinkage=0.01


Tree=676
num_leaves=22
num_cat=3
split_feature=25 11 5 25 0 24 3 2 2 1 2 5 0 16 8 10 6 1 2 5 11
split_gain=200178 135205 183304 103957 509561 272970 222663 187741 261246 150039 142708 134463 200733 127662 99506.9 124295 54940.6 48659.9 19984 5087.7 4900.88
threshold=0 675.38900000000001 123.64200000000001 1 1438.4900000000002 2 1077.3535000000002 749.57248000000016 315.17050000000006 511.45025000000004 190.99500000000003 1083.8250000000003 658.11750000000018 925.3130000000001 87.200000000000017 84.714000000000013 3.1373300000000004 205.14500000000004 23.455000000000002 1449.0631000000001 912.00000000000011
decision_type=9 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 14 4 5 9 11 8 -7 10 -2 12 13 -5 15 20 -14 -9 -8 -13 -3
right_child=1 2 -4 6 -6 7 18 17 -10 -11 -12 19 16 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.36741835534167133 -0.075949818165542457 -0.25677268341183662 -0.95752770055424086 0.00095817235632621926 1.5323700830210811 0.074552192207996457 -0.48710465423964167 -0.25795701418604172 0.5022675847927196 0.54630881971783107 -0.47445985774604643 0.4181885941823324 -0.25244949071927175 -0.60309392758778169 -0.68332972263296443 0.73660873556137096 -0.69773781045845584 -0.8947453780401321 -0.8794450888633728 0.61587375889653739 -0.086911034700347153
leaf_weight=137 1082 29 33 98101 23 3434 37 28 149 36 98 30 133 35 24 20 35 21 20 23 41
leaf_count=137 1082 29 33 98101 23 3434 37 28 149 36 98 30 133 35 24 20 35 21 20 23 41
internal_value=0 0.00186375 -0.301197 0.00229526 0.0473416 0.040394 6.0877e-05 0.0837006 0.0923388 -0.0889133 -0.109046 0.000422985 0.000151497 0.000742738 -0.111206 0.0413602 -0.345218 -0.530866 -0.624768 0.503976 -0.157282
internal_weight=0 103432 147 103285 4871 4848 98414 3632 3583 1216 1180 98357 98304 98136 114 90 168 49 57 53 70
internal_count=103569 103432 147 103285 4871 4848 98414 3632 3583 1216 1180 98357 98304 98136 114 90 168 49 57 53 70
cat_boundaries=0 4 10 11
cat_threshold=0 0 0 131072 1074823424 2 4354 135266568 802848 32 162
is_linear=0
shrinkage=0.01


Tree=677
num_leaves=20
num_cat=3
split_feature=25 11 5 25 0 24 12 0 1 21 2 5 0 4 8 9 12 11 5
split_gain=196463 132515 179656 101907 498448 258292 306696 161644 147800 146849 141034 109274 144759 119320 97526.7 108315 70519 2851.09 1156.52
threshold=0 675.38900000000001 123.64200000000001 1 1438.4900000000002 2 671.11374000000012 1438.4900000000002 511.45025000000004 263.44300000000004 190.99500000000003 1083.8250000000003 658.11750000000018 4.5710000000000006 87.200000000000017 5.8604000000000012 422.87500000000006 912.00000000000011 1449.0631000000001
decision_type=9 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 14 4 5 8 9 11 10 -7 -2 12 16 -14 15 17 -5 -3 -13
right_child=1 2 -4 7 -6 6 -8 -9 -10 -11 -12 18 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.36399410953327099 -0.075487059196132925 -0.077146822360654677 -0.94795242389043166 0.00096501771340565907 1.5170463661525559 0.072134005801496648 1.2359574044771169 -0.77350042590388546 0.54084577454460991 0.9315784211158753 -0.47858747472261132 0.49304143576786436 -0.1752502379814784 -0.90021633951791702 -0.67649643272161486 0.66978223550887339 -0.18291783205701403 -0.20681618974472468 0.40022934494018558
leaf_weight=137 1005 30 33 98307 23 3338 23 27 36 20 95 29 120 28 24 21 209 39 25
leaf_count=137 1005 30 33 98307 23 3338 23 27 36 20 95 29 120 28 24 21 209 39 25
internal_value=0 0.00184512 -0.298185 0.00227231 0.0485438 0.0411738 0.0848841 0.000139958 -0.0888829 0.0772528 -0.1103 0.000351567 0.000105429 -0.312406 -0.110094 0.0409466 0.000574913 -0.150438 0.450073
internal_weight=0 103432 147 103285 4540 4517 3381 98745 1136 3358 1100 98718 98664 148 114 90 98516 69 54
internal_count=103569 103432 147 103285 4540 4517 3381 98745 1136 3358 1100 98718 98664 148 114 90 98516 69 54
cat_boundaries=0 4 10 11
cat_threshold=0 0 0 131072 1074823168 2 4098 135266568 786464 32 162
is_linear=0
shrinkage=0.01


Tree=678
num_leaves=22
num_cat=3
split_feature=25 11 5 25 0 24 12 16 3 1 14 5 0 16 8 26 2 12 11 26 5
split_gain=192817 129878 176081 99935.7 489471 262484 286066 219469 217825 144150 142744 129530 192463 125101 95586 69927.4 19594.9 18975.3 54876.9 14439.5 5012.27
threshold=0 675.38900000000001 123.64200000000001 1 1438.4900000000002 2 671.11374000000012 631.17300000000012 1077.3535000000002 511.45025000000004 356.84390000000002 1083.8250000000003 658.11750000000018 925.3130000000001 87.200000000000017 2022.5000000000002 23.455000000000002 8.3602500000000024 1092.2834 2022.5000000000002 1449.0631000000001
decision_type=9 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 14 4 5 9 7 -7 11 10 -2 12 13 -5 17 -14 -10 18 -3 -1 -13
right_child=1 2 -4 8 -6 6 -8 -9 16 -11 -12 20 15 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.48883998622065011 -0.12277448401744494 -0.11181189346957851 -0.93847290602597333 0.0009427269071137633 1.5018758806974992 0.068679063553468686 1.170448188483715 1.028146643936634 -0.48162790127702665 0.53543727901246807 0.65640212913354234 0.4094984874725342 -0.54204732582682658 -0.59702010147912166 -0.66973148276408512 -0.13401076962550482 -0.87012976884841919 -0.1812625898365621 0.48767188911254594 -0.28350740257431478 0.60571272352467409
leaf_weight=69 1156 37 33 98101 23 3584 24 24 37 36 24 30 84 35 24 84 20 27 26 68 23
leaf_count=69 1156 37 33 98101 23 3584 24 24 37 36 24 30 84 35 24 84 20 27 26 68 23
internal_value=0 0.00182666 -0.295203 0.00224959 0.0464162 0.0396069 0.0820736 0.0750613 5.88412e-05 -0.0871924 -0.106927 0.000416993 0.000150532 0.000729465 -0.108993 -0.338029 -0.617944 0.0405371 0.135594 -0.360602 0.494648
internal_weight=0 103432 147 103285 4871 4848 3632 3608 98414 1216 1180 98357 98304 98136 114 168 57 90 63 137 53
internal_count=103569 103432 147 103285 4871 4848 3632 3608 98414 1216 1180 98357 98304 98136 114 168 57 90 63 137 53
cat_boundaries=0 4 10 11
cat_threshold=0 0 0 131072 1074823424 2 4354 135266568 802848 32 162
is_linear=0
shrinkage=0.01


Tree=679
num_leaves=21
num_cat=3
split_feature=25 11 7 2 2 25 0 24 12 16 3 1 14 16 0 12 12 2 26 11
split_gain=188980 127293 162109 190151 141862 97897.3 478806 248248 294882 214564 213545 141991 140963 116186 106534 93461.8 42586.4 19205 14152.2 8030.39
threshold=0 675.38900000000001 31.919999999999998 160.50600000000003 15.313315000000001 1 1438.4900000000002 2 671.11374000000012 631.17300000000012 1077.3535000000002 511.45025000000004 356.84390000000002 1107.6734000000001 1438.4900000000002 483.25025000000005 8.3602500000000024 23.455000000000002 2022.5000000000002 1092.2834
decision_type=9 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 5 4 -4 16 6 7 11 9 -9 13 12 -2 14 15 -7 19 -12 -1 -3
right_child=1 2 3 -5 -6 10 -8 8 -10 -11 17 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.4839515871932541 -0.12504609650186155 -0.19865540008879071 -0.18561113322222675 -1.4229490910405698 0.69654382002353676 0.0012178941258618871 1.4868571521924889 0.068942847368623078 1.2118932792414789 1.0178651007016499 -0.47681162315445974 0.53008293151855468 0.64983807921409609 -0.72614692774685952 -0.66551714599132539 -0.23414937185509316 -0.62057623726908451 -0.86142848968505858 -0.28067233201335456 0.047994785891337835
leaf_weight=69 1076 33 27 23 20 98473 23 3334 23 24 37 36 24 22 24 169 22 20 68 22
leaf_count=69 1076 33 27 23 20 98473 23 3334 23 24 37 36 24 22 24 169 22 20 68 22
internal_value=0 0.0018084 -0.292251 -0.754787 -0.0538303 0.00222709 0.0475791 0.0403558 0.0832078 0.0757249 0.000137109 -0.087147 -0.10814 0.000490544 0.000652566 0.000814647 -0.248733 -0.611765 -0.356996 -0.0999953
internal_weight=0 103432 147 50 97 103285 4540 4517 3381 3358 98745 1136 1100 98688 98666 98642 77 57 137 55
internal_count=103569 103432 147 50 97 103285 4540 4517 3381 3358 98745 1136 1100 98688 98666 98642 77 57 137 55
cat_boundaries=0 4 10 11
cat_threshold=0 0 0 131072 1074823168 2 4098 135266568 786464 32 162
is_linear=0
shrinkage=0.01


Tree=680
num_leaves=30
num_cat=4
split_feature=4 6 5 9 2 18 12 4 24 4 25 12 24 5 3 2 1 16 3 6 25 5 1 5 1 10 1 2 4
split_gain=319390 587448 340150 122038 110980 206035 437483 220297 169726 169141 128066 253281 266609 262055 150326 108898 103438 97896.4 143332 132386 603771 131616 120128 93802.6 71354.6 67447.2 61285.6 40780.5 17545.5
threshold=672.57974000000002 371.41875000000005 483.06600000000009 27.223000000000003 542.8678000000001 38.202422500000004 35.517600000000009 326.59750000000003 0 106.765 1 334.36750000000012 2 392.81250000000006 384.83520000000004 658.86750000000018 1439.8675000000001 286.14200000000005 297.47500000000008 222.67000000000004 3 1083.8250000000003 252.70150000000004 343.26000000000005 61.114000000000011 159.47460000000004 218.24100000000001 2.5072500000000004 1085.2750000000003
decision_type=2 2 2 2 2 2 2 2 1 2 9 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=4 2 3 24 10 6 7 8 15 -10 11 12 25 14 -14 -6 17 19 22 21 -21 -12 -19 -3 27 26 -1 28 -2
right_child=1 23 -4 -5 5 -7 -8 -9 9 -11 16 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.11612999501030005 -0.28322206505557945 -0.98944946744225248 1.0053158072803332 0.31683512261935642 -0.024330571764393856 -1.0199410074728505 0.94366845348903117 -1.2033578040383079 -0.053996953386017399 0.94112561345100409 -0.0022196355027238254 1.0358891261065448 0.1256579031956381 1.2634468185901642 -0.53652192163467405 -0.67996796943639459 0.52690086902798838 -0.053665641976986082 -0.84630364467357766 0.40176448273252691 -0.1175058723218932 -0.55558890741924905 -0.83844523940767557 -1.9356992282867433 -0.87878125429153442 0.45153198480606083 -0.5955469976152693 0.058385155487060553 -0.55848574858445388
leaf_weight=559 57 22 23 28 38 27 35 22 117 20 99165 27 1674 20 35 76 37 274 29 401 487 43 21 20 26 20 28 25 39
leaf_count=559 57 22 23 28 38 27 35 22 117 20 99165 27 1674 20 35 76 37 274 29 401 487 43 21 20 26 20 28 25 39
internal_value=0 -0.36584 -0.137978 -0.288239 -0.000615253 -0.182332 -0.108905 -0.24385 -0.15975 0.0850671 -2.31982e-05 0.0725873 0.061764 0.124694 0.112097 -0.424211 -0.00173823 -0.00193318 -0.175477 -0.00137144 0.120186 -0.00245948 -0.109531 -1.44004 -0.403492 -0.117603 -0.138998 -0.301363 -0.395048
internal_weight=0 240 198 175 103155 335 308 273 251 137 102820 2363 2336 1729 1709 114 100457 100420 324 100096 888 99208 295 42 147 607 587 121 96
internal_count=103395 240 198 175 103155 335 308 273 251 137 102820 2363 2336 1729 1709 114 100457 100420 324 100096 888 99208 295 42 147 607 587 121 96
cat_boundaries=0 1 7 8 14
cat_threshold=3118 1073741824 536887298 4224 3277056 262144 32 164 32768 0 512 33554432 8260 4352
is_linear=0
shrinkage=0.01


Tree=681
num_leaves=30
num_cat=1
split_feature=14 4 6 8 4 25 2 12 16 3 4 6 2 7 6 17 6 11 6 4 2 0 19 2 4 14 6 2 14
split_gain=351184 201196 406536 592717 198355 108973 210921 254017 120559 143048 103472 96359.1 480311 762236 117689 99548.2 109611 89228 86088.1 323980 122557 67267.9 61839.8 57023 42814.4 39272.2 36813.3 2630.38 575.908
threshold=564.6037500000001 672.57974000000002 371.41875000000005 26.782750000000004 160.239 0 364.96250000000003 334.36750000000012 264.3250000000001 384.83520000000004 6.179850000000001 877.0150000000001 25.523750000000003 28.592500000000005 1054.5000000000002 368.06200000000007 235.90250000000003 26.138750000000005 65.306500000000014 104.02000000000001 883.10000000000014 149.11750000000004 120.27000000000001 2.5072500000000004 1085.2750000000003 808.55215250000015 1424.6500000000003 883.10000000000014 1092.2134000000003
decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 21 10 6 7 8 9 -1 17 15 14 -14 -13 18 22 25 20 -20 -7 23 -17 24 -3 -2 -16 -8 -27
right_child=4 2 -4 -5 -6 11 27 -9 -10 -11 -12 12 13 -15 26 16 -18 -19 19 -21 -22 -23 -24 -25 -26 28 -28 -29 -30
leaf_value=0.065984960632027759 0.043016261736551924 -0.22328583382723627 -1.3066378164291381 1.0564766020093646 -1.0996190078634964 -0.003053283263448689 -0.58779743064533585 1.0189281519821711 0.79943047956986857 -0.45352812753783334 0.38517931556701662 0.41585465812683103 2.5445858538150787 -0.21627709436416628 -0.22010464222534842 -0.23107479963613592 -0.87769971391429069 -0.94976169140442568 0.0048981362797350173 0.28744448858769345 -0.41016969883764115 -0.8698966879645984 0.26986838499704996 0.08897708050409954 -0.63339308075282885 -0.45141394283460534 -0.7858924581693566 -0.45470722269128871 -0.38331884878653066
leaf_weight=2867 30 57 34 35 38 96660 33 28 22 54 20 20 20 20 23 138 23 23 2460 486 74 24 30 30 46 23 23 27 27
leaf_count=2867 30 57 34 35 38 96660 33 28 22 54 20 20 20 20 23 138 23 23 2460 486 74 24 30 30 46 23 23 27 27
internal_value=0 -0.000720293 -0.298764 -0.120286 -0.468125 -6.63842e-05 0.0589054 0.0709545 0.0619354 0.0563808 -0.273029 -0.00185994 0.299484 1.16415 -0.224558 -0.00217996 -0.230258 -0.400837 -0.00174293 0.0515097 -0.00336472 -0.382622 -0.141621 -0.294692 -0.406441 -0.243021 -0.502999 -0.527907 -0.414643
internal_weight=0 103234 226 192 161 103008 3031 2971 2943 2921 123 99977 106 40 66 99871 191 103 99680 2946 96734 157 168 133 103 80 46 60 50
internal_count=103395 103234 226 192 161 103008 3031 2971 2943 2921 123 99977 106 40 66 99871 191 103 99680 2946 96734 157 168 133 103 80 46 60 50
cat_boundaries=0 6
cat_threshold=1073741824 536887298 4224 3342624 262144 1056
is_linear=0
shrinkage=0.01


Tree=682
num_leaves=32
num_cat=2
split_feature=14 10 4 6 8 25 2 13 24 9 9 6 2 7 6 17 6 6 10 2 0 19 8 17 2 14 4 6 15 2 14
split_gain=344196 227411 197192 398446 580922 106804 206724 258556 137657 355414 155189 94441.6 470753 747068 115347 97567.2 107429 84374.9 398257 120118 65929.3 60609.2 58590.1 90587.7 55888.2 46431.8 41962.4 36080.7 7315.83 2578.04 582.216
threshold=564.6037500000001 451.48500000000007 672.57974000000002 371.41875000000005 26.782750000000004 0 364.96250000000003 278.25000000000006 1 218.32500000000002 1.8950000000000002 877.0150000000001 25.523750000000003 28.592500000000005 1054.5000000000002 368.06200000000007 235.90250000000003 65.306500000000014 426.12125000000009 883.10000000000014 149.11750000000004 120.27000000000001 239.43773250000004 30.195583500000005 2.5072500000000004 678.01075000000003 1085.2750000000003 1424.6500000000003 59.840000000000011 883.10000000000014 1092.2134000000003
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 2 2 2 2
left_child=2 22 5 4 20 6 7 8 9 -1 -10 15 14 -14 -13 17 21 19 -19 -7 24 -17 23 25 26 -2 -4 -16 30 -8 -27
right_child=1 -3 3 -5 -6 11 29 -9 10 -11 -12 12 13 -15 27 16 -18 18 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 -32
leaf_value=-0.063466740855543893 0.0091144062922551092 -1.4081317888064817 -0.22105298169872217 -1.2935714438382317 1.0459118317195348 -0.00302275049087951 -0.58191946007988671 0.9372844013747047 0.12856763950478967 1.2832734785079956 -0.30354539141572756 0.41169611835479736 2.5191400894522666 -0.21411431789398194 -0.21790359517802363 -0.22876405053380608 -0.86892271497975226 0.030953730243928432 0.72554517532797425 -0.40606798215492357 -0.86119772632916769 0.26716970451672872 -0.81472331118583685 0.3840953302383423 0.088087301890055342 -0.45037395264421193 -0.62705914559571641 -0.77803352998650599 -0.64054244013059702 -0.45016014628940154 -0.38325287024180094
leaf_weight=970 26 22 57 34 35 96660 33 34 1860 20 87 20 20 20 23 138 23 2861 85 74 24 30 20 20 30 28 46 23 21 27 24
leaf_count=970 26 22 57 34 35 96660 33 34 1860 20 87 20 20 20 23 138 23 2861 85 74 24 30 20 20 30 28 46 23 21 27 24
internal_value=0 -0.463444 -0.00071309 -0.295776 -0.119083 -6.57204e-05 0.0583164 0.070245 0.0602077 -0.0358973 0.108701 -0.00184134 0.296489 1.15251 -0.222313 -0.00215816 -0.227956 -0.0017255 0.0509946 -0.00333107 -0.378795 -0.140204 -0.313925 -0.229757 -0.291745 -0.353767 -0.402376 -0.497969 -0.483013 -0.522628 -0.419395
internal_weight=0 161 103234 226 192 103008 3031 2971 2937 990 1947 99977 106 40 66 99871 191 99680 2946 96734 157 168 139 119 133 99 103 46 73 60 52
internal_count=103395 161 103234 226 192 103008 3031 2971 2937 990 1947 99977 106 40 66 99871 191 99680 2946 96734 157 168 139 119 133 99 103 46 73 60 52
cat_boundaries=0 6 7
cat_threshold=1073741824 536887298 4224 3342624 262144 1056 165
is_linear=0
shrinkage=0.01


Tree=683
num_leaves=27
num_cat=3
split_feature=14 10 2 0 6 25 13 12 24 3 16 6 1 7 25 1 26 10 6 1 26 11 15 12 14 14
split_gain=337346 222885 154374 145685 279936 112104 204861 207497 183282 124597 99803.1 161363 135202 172060 94740.6 91576.3 128373 80625.3 57674.6 71211.1 56378.1 55807 55147.8 23077.7 11299.7 365.812
threshold=564.6037500000001 451.48500000000007 883.10000000000014 367.42525000000006 81.739500000000007 0 278.25000000000006 483.25025000000005 1 384.83520000000004 264.3250000000001 1424.6500000000003 242.38250000000002 394.58800000000002 2 1439.8675000000001 2022.5000000000002 1449.0631000000001 173.40750000000003 6.9525000000000015 2022.5000000000002 233.68794 166.33925000000002 9.2340000000000018 808.55215250000015 1092.2134000000003
decision_type=2 2 2 2 2 9 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 5 4 20 6 7 8 14 -10 11 15 13 21 -1 17 -17 -7 19 23 -4 -12 -14 24 -2 -26
right_child=1 -3 3 -5 -6 10 -8 -9 9 -11 12 -13 22 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.046371303131151648 -0.25237364247441291 -1.3940505036982622 -0.70748523612355074 -1.0594382058019225 0.74996746025085448 -0.0020257442801870735 0.80953550948037045 1.0412131364004953 0.10002573645777933 -0.46318728417158128 -0.11104207821476918 0.71988387815413935 -1.067569428966159 0.79844711446762096 -0.17950188260389854 -0.075266171409970245 1.0441804406046868 0.63296040058135983 -0.74576341266632085 0.28174386978149413 -0.21365534996986391 -0.54759267767270414 -0.33384748792648317 -0.050299099854060579 -0.49058805205605249 -0.54704158465067543
leaf_weight=307 24 22 43 23 25 99606 36 21 2180 40 260 31 21 20 457 21 20 20 25 23 50 33 20 21 22 24
leaf_count=307 24 22 43 23 25 99606 36 21 2180 40 260 31 21 20 457 21 20 20 25 23 50 33 20 21 22 24
internal_value=0 -0.458809 -0.000705959 -0.331365 -0.189453 -0.000253717 0.0594591 0.050671 0.0437 0.0894747 -0.00207438 -0.00147944 -0.169685 -0.0989539 -0.0893122 -0.00170381 0.470805 -0.00189827 -0.310785 -0.215395 -0.441985 -0.16021 -0.709656 -0.341046 -0.42827 -0.520042
internal_weight=0 161 103234 141 118 103093 3041 3005 2984 2220 100052 99698 354 313 764 99667 41 99626 139 114 93 293 41 91 70 46
internal_count=103395 161 103234 141 118 103093 3041 3005 2984 2220 100052 99698 354 313 764 99667 41 99626 139 114 93 293 41 91 70 46
cat_boundaries=0 6 7 11
cat_threshold=1073741824 536887298 4224 3342624 262144 1056 164 0 16384 128 65536
is_linear=0
shrinkage=0.01


Tree=684
num_leaves=27
num_cat=4
split_feature=14 4 4 2 9 4 9 1 25 12 24 13 4 1 6 1 6 11 6 25 0 14 1 25 4 14
split_gain=330633 193734 191205 120951 225339 254989 193658 300948 132359 235955 310160 196856 101652 99371.5 94570.3 88421.6 87392.2 86212.9 79927.7 493172 74356.2 37703.9 37253.6 31434.7 11408.4 564.135
threshold=564.6037500000001 891.77550000000008 160.239 542.8678000000001 617.48075000000006 343.82250000000005 4.5710000000000006 233.37814 0 334.36750000000012 1 278.25000000000006 6.179850000000001 1439.8675000000001 117.34700000000002 79.745000000000019 39.858900000000006 26.138750000000005 222.67000000000004 2 1438.4900000000002 808.55215250000015 273.76200000000006 3 1468.3681000000001 1092.2134000000003
decision_type=2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2
left_child=1 3 12 8 5 6 7 -5 9 10 23 -12 17 18 -8 16 24 21 20 -20 -10 -2 -7 -1 -3 -23
right_child=2 15 -4 4 -6 22 14 -9 13 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 25 -24 -25 -26 -27
leaf_value=-0.0052391924348267373 0.046041970749696091 -0.47745587731929534 -1.0742285517014956 -0.19642552105194711 0.84237008202075958 -0.69424853541634313 -0.28361930942535402 0.72229780468073757 -0.0024679407680121231 1.0067520572521069 0.12460923139055952 1.056538344466168 0.38971833801269534 0.51688899239978281 -1.1624389754732449 -0.81356501293182382 0.36171023559570314 -0.92892320498176251 0.30389584378385637 -0.15387783732106178 0.4585319361005511 -0.4387794726309569 -1.2905723843574524 -0.17924796917438507 -0.23032369306010583 -0.37138397499367043
leaf_weight=149 30 47 38 188 20 22 25 44 99581 27 1563 23 20 37 24 35 20 23 493 435 35 23 20 415 31 27
leaf_count=149 30 47 38 188 20 22 25 44 99581 27 1563 23 20 37 24 35 20 23 493 435 35 23 20 415 31 27
internal_value=0 -0.000699028 -0.454221 -0.000207005 -0.187678 -0.251458 -0.142832 -0.0221849 0.00041876 0.0773816 0.0660703 0.137259 -0.262674 -0.00125461 -0.714062 -0.382113 -0.228023 -0.389352 -0.00144541 0.090931 -0.00230597 -0.234225 -0.978212 -0.13417 -0.379237 -0.402386
internal_weight=0 103234 161 103101 343 323 281 232 102758 2177 2150 1586 123 100581 49 133 98 103 100544 928 99616 80 42 564 78 50
internal_count=103395 103234 161 103101 343 323 281 232 102758 2177 2150 1586 123 100581 49 133 98 103 100544 928 99616 80 42 564 78 50
cat_boundaries=0 6 7 13 15
cat_threshold=1073741824 536887298 4096 3277056 262144 32 164 32768 16 576 33554432 8260 12544 0 16384
is_linear=0
shrinkage=0.01


Tree=685
num_leaves=22
num_cat=1
split_feature=2 12 25 4 0 1 26 22 0 1 2 2 3 2 9 3 4 26 21 26 22
split_gain=233477 1.14607e+06 188970 181888 315105 137230 132750 108614 90457.3 321152 421496 111111 175084 103651 99386.8 117262 108863 59756.2 39387.1 5347.62 166.966
threshold=883.10000000000014 166.70600000000002 0 223.58100000000002 131.25500000000002 7.8769000000000009 2022.5000000000002 379.00000000000006 883.10000000000014 383.83325000000008 252.70150000000004 542.8678000000001 1449.0631000000001 364.96250000000003 4.4150000000000009 272.24748000000005 36.905775000000013 2022.5000000000002 37.690000000000005 2022.5000000000002 524.87500000000011
decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 19 4 5 6 -2 8 11 10 17 12 13 -4 15 -13 -16 -10 20 -1 -9
right_child=1 -3 7 -5 -6 -7 -8 18 9 -11 -12 14 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=-0.47064018428325655 0.62523774329353787 2.5583084919339134 -0.0015827819059352523 -0.78291204972700645 1.2861733492937955 -0.71462083039076429 -0.2403401322703104 -0.2123315782546997 0.42035145282745362 -0.74069527626037601 1.7604246201515199 -0.24198923869543718 0.67790061699716675 0.17460377850861694 -1.1252929306030273 0.46715858492357981 -0.2108585039774577 -0.0069158438782193771 -0.75750803778794673 -0.34066239708422946 -0.25270371754964194
leaf_weight=60 34 21 102556 22 22 23 37 20 64 29 20 119 38 335 23 29 30 67 22 67 21
leaf_count=60 34 21 102556 22 22 23 37 20 64 29 20 119 38 335 23 29 30 67 22 67 21
internal_value=0 0.381921 -0.00157142 0.0507317 0.208836 -0.0433062 0.174162 -0.00107928 -0.000826255 0.223153 0.408262 -0.00121718 -0.000758497 -0.00100914 -0.236103 -0.103035 -0.607689 0.201825 -0.416168 -0.372721 -0.23301
internal_weight=0 159 103500 138 116 94 71 103373 103310 180 151 103130 102929 102891 201 148 53 131 63 127 41
internal_count=103659 159 103500 138 116 94 71 103373 103310 180 151 103130 102929 102891 201 148 53 131 63 127 41
cat_boundaries=0 4
cat_threshold=0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=686
num_leaves=18
num_cat=1
split_feature=2 12 25 4 0 1 26 22 11 10 9 0 1 2 11 26 22
split_gain=228831 1.12326e+06 185210 178269 308835 134499 130108 106453 101480 106326 229841 92194.7 319126 106880 48558.9 5241.2 871.059
threshold=883.10000000000014 166.70600000000002 0 223.58100000000002 131.25500000000002 7.8769000000000009 2022.5000000000002 379.00000000000006 1439.8675000000001 1098.7459000000001 86.815500000000014 883.10000000000014 383.83325000000008 542.8678000000001 12.926000000000002 2022.5000000000002 550.81750000000011
decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 15 4 5 6 -2 8 9 11 -11 13 -13 -4 16 -1 -9
right_child=1 -3 7 -5 -6 -7 -8 14 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.46593378150463105 0.61898544213351081 2.5327253550574893 -0.00085620677901335446 -0.77508292848413651 1.2733116522702304 -0.707474632250226 -0.23793673550861108 -0.26463546048039976 -0.6254845322553928 -0.0018993293407351473 1.2956825056076051 0.41327688041149374 -0.73328830883420748 -0.23283106708646417 -0.81908962494134896 -0.33725577312174132 -0.17439962425827979
leaf_weight=60 34 21 102844 22 22 23 37 23 26 43 20 149 29 199 20 67 20
leaf_count=60 34 21 102844 22 22 23 37 23 26 43 20 149 29 199 20 67 20
internal_value=0 0.378102 -0.0015557 0.0502244 0.206748 -0.0428731 0.17242 -0.00106849 -0.000817993 -0.000660744 0.410031 -0.000911406 0.226477 -0.0013042 -0.412006 -0.368994 -0.222665
internal_weight=0 159 103500 138 116 94 71 103373 103310 103284 63 103221 178 103043 63 127 43
internal_count=103659 159 103500 138 116 94 71 103373 103310 103284 63 103221 178 103043 63 127 43
cat_boundaries=0 4
cat_threshold=0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=687
num_leaves=17
num_cat=1
split_feature=2 12 25 0 1 22 11 10 0 1 3 26 11 26 22 10
split_gain=224277 1.10091e+06 181524 156889 178808 104334 99460.2 104210 90360 312775 108477 83024.8 47592.6 5136.9 853.725 675.894
threshold=883.10000000000014 166.70600000000002 0 131.25500000000002 7.8769000000000009 379.00000000000006 1439.8675000000001 1098.7459000000001 883.10000000000014 383.83325000000008 888.10000000000014 2022.5000000000002 12.926000000000002 2022.5000000000002 550.81750000000011 1449.0631000000001
decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 4 11 6 7 8 10 -10 -4 -2 14 -1 -7 -9
right_child=1 -3 5 -5 -6 12 -8 15 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.46127443444728855 0.44220341331080387 2.5073980910437448 -0.0016586262643540812 0.65116487965439307 -0.8236329668121678 -0.26198910029038142 -0.61922968002466061 0.43522746944427487 0.40914410133489826 -0.72595543861389167 0.28519438277591358 -0.21458454556954212 -0.81089872616529468 -0.33388321640108948 -0.17265563162416223 0.36931060314178465
leaf_weight=60 38 21 102911 33 28 23 26 35 149 29 132 39 20 67 20 28
leaf_count=60 38 21 102911 33 28 23 26 35 149 29 132 39 20 67 20 28
internal_value=0 0.374321 -0.00154015 0.0497221 -0.139303 -0.0010578 -0.000809813 -0.000654136 -0.000902292 0.224212 -0.00129116 0.109545 -0.407886 -0.365304 -0.220439 0.405931
internal_weight=0 159 103500 138 105 103373 103310 103284 103221 178 103043 77 63 127 43 63
internal_count=103659 159 103500 138 105 103373 103310 103284 103221 178 103043 77 63 127 43 63
cat_boundaries=0 4
cat_threshold=0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=688
num_leaves=18
num_cat=3
split_feature=2 12 25 4 26 22 11 10 9 25 24 12 2 11 26 22 2
split_gain=219814 1.079e+06 177912 175361 180428 102258 97481 102136 225286 84493.6 190039 83226.7 69057.7 46645.5 5034.68 836.736 206.329
threshold=883.10000000000014 166.70600000000002 0 223.58100000000002 2022.5000000000002 379.00000000000006 1439.8675000000001 1098.7459000000001 86.815500000000014 1 2 522.5150000000001 1439.8675000000001 12.926000000000002 2022.5000000000002 550.81750000000011 1439.8675000000001
decision_type=2 2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 2
left_child=2 3 14 4 12 6 7 9 -9 10 -4 -11 -2 15 -1 -7 -6
right_child=1 -3 5 -5 16 13 -8 8 -10 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.45666169619560243 0.8464422651341087 2.4823241796947664 0.12337798060273893 -0.76932495724071159 -0.18169523373671939 -0.25936922529469369 -0.61303738108048078 -0.0059566843786904976 1.2787029721140861 -0.0026323466657261628 -0.0045510249289141286 -0.24750033358661391 0.13189537411644345 -0.8027897369861603 -0.33054437993622537 -0.17092907072603702 -0.22077686775814404
leaf_weight=60 38 21 1738 22 35 23 26 43 20 97879 3465 139 21 20 67 20 22
leaf_count=60 38 21 1738 22 35 23 26 43 20 97879 3465 139 21 20 67 20 22
internal_value=0 0.370578 -0.00152475 0.0492249 0.204467 -0.00104722 -0.000801715 -0.000647595 0.401872 -0.000893269 0.0383368 -0.00297929 0.592112 -0.403807 -0.361651 -0.218234 -0.196779
internal_weight=0 159 103500 138 116 103373 103310 103284 63 103221 5203 98018 59 63 127 43 57
internal_count=103659 159 103500 138 116 103373 103310 103284 63 103221 5203 98018 59 63 127 43 57
cat_boundaries=0 4 9 10
cat_threshold=0 0 0 131072 1342210432 4243458 4096 4194338 802866 1292
is_linear=0
shrinkage=0.01


Tree=689
num_leaves=17
num_cat=1
split_feature=2 7 26 25 0 22 11 10 9 0 1 3 3 11 26 22
split_gain=215440 1.0057e+06 229152 174371 117079 100223 95541.1 100104 220803 88494 306566 106331 65214.5 45717.2 4934.49 820.085
threshold=883.10000000000014 329.28675000000004 2022.5000000000002 0 131.25500000000002 379.00000000000006 1439.8675000000001 1098.7459000000001 86.815500000000014 883.10000000000014 383.83325000000008 888.10000000000014 7.8873450000000007 12.926000000000002 2022.5000000000002 550.81750000000011
decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 14 -2 6 7 9 -9 11 -11 -5 -4 15 -1 -7
right_child=1 -3 12 5 -6 13 -8 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.45209508323669434 0.18113012260320235 2.3008013684853266 -0.59489364500840503 -0.0016328677382174276 1.089057731628418 -0.25677553363468336 -0.60690700040413781 -0.0058971183244572135 1.2659159575104715 0.40498079024705314 -0.71879509728530355 0.28236957344141878 0.069448778520930898 -0.79476182579994203 -0.32723893766972562 -0.16921978047490122
leaf_weight=60 49 23 45 102911 20 23 26 43 20 149 29 132 22 20 67 20
leaf_count=60 49 23 45 102911 20 23 26 43 20 149 29 132 22 20 67 20
internal_value=0 0.366872 0.0398102 -0.00150938 0.444298 -0.00103664 -0.000793583 -0.000641004 0.397853 -0.000884221 0.221894 -0.00126906 -0.376751 -0.399769 -0.358034 -0.216052
internal_weight=0 159 136 103500 69 103373 103310 103284 63 103221 178 103043 67 63 127 43
internal_count=103659 159 136 103500 69 103373 103310 103284 63 103221 178 103043 67 63 127 43
cat_boundaries=0 4
cat_threshold=0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=690
num_leaves=25
num_cat=0
split_feature=19 6 8 2 12 19 2 11 4 13 8 5 21 6 12 1 16 26 3 8 16 2 4 0
split_gain=109775 191451 172763 165283 800363 126432 390114 117216 113708 112068 91359.7 252272 207444 146337 104924 90927.5 77531.7 69386.9 58558.4 46442.2 45381.1 41254.4 29660 18546.9
threshold=172.13400000000001 235.90250000000003 334.76100000000002 883.10000000000014 85.888000000000019 91.334000000000017 143.73850000000002 1439.8675000000001 8.0827500000000025 64.038300000000007 282.78975000000008 678.89998000000014 5.4302350000000006 1424.6500000000003 1078.0535000000002 159.97720000000004 391.72500000000008 2022.5000000000002 87.520000000000024 127.87156050000003 66.434874999999991 75.339000000000013 93.374000000000009 60.451000000000001
decision_type=2 2 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 8 7 9 10 15 19 13 12 -12 14 -1 17 21 -5 -3 20 -7 22 23 -2
right_child=1 18 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00043650773570937877 -0.073069052600860593 -1.2007371594905853 0.76914852993054827 0.38365754014567321 2.1940409293919805 -0.093023647328884143 1.4920494438403031 -0.6052335807681084 -0.48061978901586222 0.66656947612762452 -0.19352033785685085 0.69897488488091375 0.84116376709938057 0.67699339136481285 0.4945123393036599 0.81531429958343515 -0.66956588066541234 -0.19099764744652079 -0.43550253105163578 0.47189409301394508 0.2990606592430009 -0.4091300991253975 0.22948439824965694 -0.38248343740190777
leaf_weight=102118 250 20 22 38 20 164 22 32 31 31 622 36 20 32 43 20 26 47 20 21 36 39 31 21
leaf_count=102118 250 20 22 38 20 164 22 32 31 31 622 36 20 32 43 20 26 47 20 21 36 39 31 21
internal_value=0 -0.159333 -0.091591 0.000963402 0.326218 0.000471628 0.214996 -9.95854e-05 0.051538 0.103507 8.86531e-05 -0.11561 -0.161287 0.000856254 0.000644466 0.208651 -0.143189 0.065907 -0.81812 0.0245253 -0.0224485 -0.103054 -0.0635278 -0.0970458
internal_weight=0 429 389 103333 156 103177 274 102903 136 252 102871 678 642 102193 102161 105 367 85 40 221 200 341 302 271
internal_count=103762 429 389 103333 156 103177 274 102903 136 252 102871 678 642 102193 102161 105 367 85 40 221 200 341 302 271
is_linear=0
shrinkage=0.01


Tree=691
num_leaves=22
num_cat=4
split_feature=22 13 11 25 2 24 0 25 0 8 5 19 19 2 14 2 25 6 6 0 22
split_gain=144087 640242 119920 105304 527566 187644 508719 252545 127686 116617 147150 108769 151062 443052 113150 93021.6 85102.8 69669 40385 15396.1 2373.01
threshold=343.16750000000008 53.557967000000005 1439.8675000000001 0 883.10000000000014 1 367.42525000000006 2 118.05050000000001 1117.4100000000001 7.2415000000000003 172.13400000000001 91.334000000000017 143.73850000000002 209.24760000000001 93.632500000000007 3 1424.6500000000003 222.67000000000004 354.51980000000003 524.87500000000011
decision_type=2 2 2 9 2 1 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=2 20 3 4 5 8 7 -7 16 11 -11 12 17 -14 18 -16 -1 -5 -13 -10 -2
right_child=1 -3 -4 9 -6 6 -8 -9 19 10 -12 14 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.18012221645939255 -0.14900035077875312 1.8193837377299433 -0.6027330858057196 -0.0019249461011152001 1.638850192172187 0.016368883798554678 1.236985313219902 0.28797433021310143 -0.31218297400077183 0.81417859824080208 -0.22886919657389324 -0.071418522885228181 0.12040060810061792 1.6695499269962313 -0.26766623373954529 -1.1424103641510011 0.034247648036841188 0.50611342999670239 -0.50658521279044766 -0.57376902447806466 -0.29278482198715211
leaf_weight=248 22 23 33 100036 21 1413 39 444 60 38 21 293 240 20 31 20 650 27 23 36 24
leaf_count=248 22 23 33 100036 21 1413 39 444 60 38 21 293 240 20 31 20 650 27 23 36 24
internal_value=0 0.457116 -6.3216e-06 0.000185556 0.0593758 0.0481041 0.106126 0.0829474 -0.0630027 -0.00153041 0.442924 -0.00179099 -0.00116236 0.239566 -0.173632 -0.610703 -0.0265792 -0.00178786 -0.103092 -0.410278 -0.224018
internal_weight=0 69 103693 103660 2911 2890 1896 1857 994 100749 59 100690 100323 260 367 51 898 100063 316 96 46
internal_count=103762 69 103693 103660 2911 2890 1896 1857 994 100749 59 100690 100323 260 367 51 898 100063 316 96 46
cat_boundaries=0 5 6 11 16
cat_threshold=1073742080 536871040 4096 167903496 524320 1188 256 128 4096 33554432 524320 1073741824 536870912 0 131072 524288
is_linear=0
shrinkage=0.01


Tree=692
num_leaves=20
num_cat=0
split_feature=22 13 11 6 18 4 4 8 0 6 2 4 0 9 2 5 6 4 22
split_gain=141219 627501 117534 88953.6 305204 151892 143793 171649 372536 121403 272876 72246.5 158081 62461.4 57550.2 214721 61829.1 56025.1 2325.79
threshold=343.16750000000008 53.557967000000005 1439.8675000000001 483.06600000000009 24.393000000000004 44.330150000000003 672.57974000000002 352.04000000000008 21.000235000000004 448.18200000000007 6.4736835000000017 1085.2750000000003 32.040442500000005 218.32500000000002 1070.9310000000003 0.80500000000000005 222.67000000000004 1468.3681000000001 524.87500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 3 9 6 -6 7 8 -5 11 -11 14 17 -9 16 -16 -1 -13 -2
right_child=1 -3 -4 4 5 -7 -8 13 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.00057307989181932064 -0.14751033154400914 1.8011899301280148 -0.59670576283425991 -0.11646133340488782 -0.30966747296893077 -1.4357067207336425 -0.79525921344757078 -0.97789538091137307 0.69965696305036551 -0.070411401355967809 1.4016480927467347 -0.24423263174114807 1.0225092512911016 -0.20661670230683826 0.50729018221162769 -0.61971632827412004 0.095237944823604592 0.37645556963407073 -0.28985697303743413
leaf_weight=102343 22 23 33 220 23 25 24 21 75 34 20 33 22 21 73 22 678 26 24
leaf_count=102343 22 23 33 220 23 25 24 21 75 34 20 33 22 21 73 22 678 26 24
internal_value=0 0.452545 -6.10576e-06 0.000183853 -0.147001 -0.896146 -0.0473911 0.00586951 0.0910264 0.000766882 0.474796 0.000518837 0.299054 -0.592256 0.000284331 0.246299 5.74699e-05 0.029291 -0.221778
internal_weight=0 69 103693 103660 409 48 361 337 295 103251 54 103197 81 42 103116 95 103021 59 46
internal_count=103762 69 103693 103660 409 48 361 337 295 103251 54 103197 81 42 103116 95 103021 59 46
is_linear=0
shrinkage=0.01


Tree=693
num_leaves=18
num_cat=1
split_feature=22 13 11 25 3 8 7 10 4 8 5 19 19 14 1 8 22
split_gain=138409 615014 115195 103182 234367 156619 136187 120888 144910 114402 143688 93161.4 147897 106749 84867.3 32683.5 2279.51
threshold=343.16750000000008 53.557967000000005 1439.8675000000001 0 764.58775000000003 132.17200000000005 1481.2725000000003 451.48500000000007 343.82250000000005 1117.4100000000001 7.2415000000000003 172.13400000000001 91.334000000000017 365.50250000000005 147.52500000000003 362.27300000000002 524.87500000000011
decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 3 4 5 7 9 8 -1 11 -11 12 -5 -13 15 -7 -2
right_child=1 -3 -4 6 -6 14 -8 -9 -10 10 -12 13 -14 -15 -16 -17 -18
leaf_value=0.082792093067735661 -0.14603525075045498 1.7831779635470846 -0.5907386960405292 -0.0016128165901152162 -0.79211032819002869 -0.2095217196965955 -0.67518035654226938 -0.54441381275653844 0.57983171641826636 0.80575925739187937 -0.2249460728963216 -0.11467238146680243 0.23719928591182599 -0.79171990203857423 0.33767889437468157 -0.5263737644468035 -0.28695840544998646
leaf_weight=2620 22 23 33 100035 32 97 30 30 60 38 21 340 260 25 23 49 24
leaf_count=2620 22 23 33 100035 32 97 30 30 60 38 21 340 260 25 23 49 24
internal_value=0 0.448019 -6.04446e-06 0.000182014 0.058773 0.0684347 -0.00151657 0.0868534 0.0939198 -0.00131607 0.438898 -0.00157409 -0.000993731 -0.161045 -0.226919 -0.315862 -0.21956
internal_weight=0 69 103693 103660 2911 2879 100749 2710 2680 100719 59 100660 100295 365 169 146 46
internal_count=103762 69 103693 103660 2911 2879 100749 2710 2680 100719 59 100660 100295 365 169 146 46
cat_boundaries=0 5
cat_threshold=1073742080 536871040 4096 167903496 524320
is_linear=0
shrinkage=0.01


Tree=694
num_leaves=26
num_cat=6
split_feature=22 20 25 2 7 24 0 25 24 7 0 8 5 19 19 6 14 0 25 8 22 6 24 0 0
split_gain=135655 546222 98151.5 516635 189730 181403 479576 236901 168844 125701 125170 112186 140828 91172 141276 410258 104625 89923.2 82610.5 61274.2 55413.6 43284.5 22548.5 15211.7 35356.2
threshold=343.16750000000008 10.917500000000002 0 883.10000000000014 1481.2725000000003 1 367.42525000000006 2 3 361.43000000000006 118.05050000000001 1117.4100000000001 7.2415000000000003 172.13400000000001 91.334000000000017 143.41900000000001 365.50250000000005 883.10000000000014 4 18.364000000000004 524.87500000000011 222.67000000000004 5 354.51980000000003 193.54350000000002
decision_type=2 2 9 2 2 1 2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2
left_child=2 20 3 5 11 10 7 9 -9 -7 18 13 -13 14 17 -16 21 -4 22 -20 -2 -15 -1 24 -12
right_child=1 -3 4 -5 -6 6 -8 8 -10 -11 23 12 -14 16 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.065639885208988918 0.19140017986297608 1.8361928815841675 -0.0020598885360026374 1.6200939983271416 -0.77154686351306734 -0.0084423413647401174 1.1867991170883179 0.42864175031193635 0.071983872594504519 0.66885356971195764 -0.52916026895696466 0.79770164505431529 -0.22269662584577288 -0.080386871720274422 0.10221192433988138 1.4493836784362792 -0.78380271186828609 0.25338429010864616 0.063647322485861052 -0.2742690483998444 -0.48243816971778869 -0.49769010172949901 -0.2735056070341681 -0.56960039059321088 -0.041216722903428253
leaf_weight=121 26 20 99919 21 32 1283 40 271 280 28 33 38 21 313 236 25 25 138 593 59 23 27 127 36 27
leaf_count=121 26 20 99919 21 32 1283 40 271 280 28 33 38 21 313 236 25 25 138 593 59 23 27 127 36 27
internal_value=0 0.443539 -5.98412e-06 0.0570588 -0.00166441 0.0459293 0.102872 0.0801397 0.251914 0.00597757 -0.0632096 -0.00142002 0.434509 -0.00167548 -0.00110148 0.231251 -0.159435 -0.00170758 -0.0272312 0.0325695 -0.124891 -0.113526 -0.178562 -0.407091 -0.309586
internal_weight=0 69 103693 2919 100774 2898 1902 1862 551 1311 996 100742 59 100683 100318 261 365 100057 900 652 49 340 248 96 60
internal_count=103762 69 103693 2919 100774 2898 1902 1862 551 1311 996 100742 59 100683 100318 261 365 100057 900 652 49 340 248 96 60
cat_boundaries=0 5 6 11 12 17 18
cat_threshold=1073742080 536871040 4096 167903496 524320 1188 0 128 4096 33554432 32 75 1073741824 536870912 0 131072 524288 160
is_linear=0
shrinkage=0.01


Tree=695
num_leaves=28
num_cat=6
split_feature=6 25 7 5 4 25 24 19 11 10 4 25 24 11 3 16 26 11 10 3 25 12 1 26 1 6 26
split_gain=143566 1.13387e+06 1.57826e+06 714562 360609 266636 329397 273966 255244 207420 131317 126277 761426 121889 118588 121193 113884 111317 109822 124433 101764 368518 162438 69192.7 68244.5 56828.6 4273.77
threshold=222.67000000000004 0 371.89150000000006 228.21400000000003 891.77550000000008 1 2 10.718000000000002 426.67500000000007 168.56750000000002 63.912000000000006 3 4 272.81695000000008 1449.0631000000001 1107.6734000000001 2022.5000000000002 1439.8675000000001 36.661000000000008 29.309750000000005 5 890.55300000000011 1439.8675000000001 2022.5000000000002 8.0730000000000022 1424.6500000000003 2022.5000000000002
decision_type=2 9 2 2 2 9 1 2 2 2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=11 2 3 23 5 6 9 8 -8 10 -3 12 16 18 15 17 -1 20 25 -20 21 -13 -22 -2 -25 -7 -14
right_child=1 4 -4 -5 -6 13 7 -9 -10 -11 -12 14 26 -15 -16 -17 -18 -19 19 -21 22 -23 -24 24 -26 -27 -28
leaf_value=1.2282199653924679 0.56740019076544312 -0.22944658085505168 3.5691724780485745 2.229589994907379 -1.238203554775404 -0.12110390654587125 0.39470399954553809 -0.53525909654025383 1.4718298499286175 -0.91479495748877526 0.52753449873490765 -0.029313142074207689 -0.45928117950007602 -0.72303687221370638 0.56486411197765463 -0.63686940447489426 0.56315725326538091 -0.71243755665692421 -0.14621081678490891 0.65785181836822093 0.0025808496933616598 1.1623988689826086 0.82538411815961199 0.26793828187165442 -0.4430572650609193 -0.62199044624964395 -0.32902212604880332
leaf_weight=51 23 75 21 20 23 403 264 29 24 32 33 13167 53 32 37 30 52 22 38 39 89184 26 24 27 27 24 48
leaf_count=51 23 75 21 20 23 403 264 29 24 32 33 13167 53 32 37 30 52 22 38 39 89184 26 24 27 27 24 48
internal_value=0 0.112476 0.998956 0.545503 -0.000310265 0.0283589 0.203276 0.379215 0.484464 -0.193822 0.00185319 -0.000660753 0.242002 -0.122289 -0.00116726 -0.00137179 0.813481 -0.00118565 -0.0865723 0.261042 -0.00103284 -0.0269442 0.0028019 0.108078 -0.0875595 -0.149257 -0.361576
internal_weight=0 1134 118 97 1016 993 457 317 288 140 108 102694 204 536 102490 102453 103 102423 504 77 102401 13193 89208 77 54 427 101
internal_count=103828 1134 118 97 1016 993 457 317 288 140 108 102694 204 536 102490 102453 103 102423 504 77 102401 13193 89208 77 54 427 101
cat_boundaries=0 5 11 12 17 18 24
cat_threshold=0 0 512 0 8192 32768 16384 64 35651584 68 12288 2124 0 0 0 131072 32 3174 2819653696 2282030080 672928272 538976642 1319936 152
is_linear=0
shrinkage=0.01


Tree=696
num_leaves=29
num_cat=1
split_feature=13 0 22 24 1 8 1 14 14 10 1 4 5 0 9 9 2 13 17 0 2 4 10 10 7 13 13 13
split_gain=98776.4 299901 249264 126201 180920 148123 88736.8 572664 273491 395005 558317 241454 166760 609497 272878 107085 103421 100805 92933.9 89587.4 115849 84037.9 44711.3 40426.6 17515.8 26374 11426.6 781.712
threshold=431.15675000000005 538.27200000000016 550.81750000000011 0 151.82000000000002 87.200000000000017 198.54500000000004 455.5750000000001 209.24760000000001 426.12125000000009 469.21250000000003 521.79500000000019 616.44275000000005 262.14225000000005 53.732500000000009 367.7580000000001 1439.8675000000001 403.35000000000008 21.832000000000004 131.25500000000002 39.465500000000013 48.388837500000008 63.596000000000011 522.5150000000001 111.65720550000002 796.68750000000011 522.5150000000001 667.23000000000013
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
left_child=2 3 6 5 24 22 12 8 9 11 -11 -8 15 14 21 16 17 -1 -10 23 -21 -14 27 -17 25 26 -5 -2
right_child=1 -3 -4 4 -6 -7 7 -9 18 10 -12 -13 13 -15 -16 19 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00023314024481941581 0.084149389139243538 -1.2784760757114577 0.9994969067573547 -0.050899763990331581 -0.86045570446894715 0.79024365456899004 0.071328806952073331 1.6084712902704874 -0.30573689381281538 2.2426690964698794 0.085670996139446898 -0.57666395163536077 0.071132923000115006 1.7455346572875976 1.0372717785835266 -0.073353887306400023 -0.55998969540451515 0.64793439184625945 -1.2287178371548653 -0.11517313745617866 -1.0271670906360333 -0.43920801894231276 -0.4217789309675043 -0.50863750488861748 -0.3296031073729197 -0.2123611359168654 0.22290343385855005 0.16380530703135512
leaf_weight=101300 28 23 25 27 39 30 1382 24 24 20 30 60 121 25 26 295 33 24 20 30 26 44 22 23 24 46 35 22
leaf_count=101300 28 23 25 27 39 30 1382 24 24 20 30 60 121 25 26 295 33 24 20 30 26 44 22 23 24 46 35 22
internal_value=0 -0.181846 0.0010907 -0.0894559 -0.247566 0.182036 0.000849554 0.0756996 0.05175 0.0746649 0.94847 0.0443666 -0.000295806 0.277266 0.0850838 -0.000885138 -0.000261909 -7.96127e-05 -0.725274 -0.169785 -0.538599 -0.064958 -0.0461005 -0.104837 -0.0852406 -0.0309378 0.103667 0.119198
internal_weight=0 296 103532 273 171 102 103507 1560 1536 1492 50 1442 101947 216 191 101731 101357 101324 44 374 56 165 72 318 132 108 62 50
internal_count=103828 296 103532 273 171 102 103507 1560 1536 1492 50 1442 101947 216 191 101731 101357 101324 44 374 56 165 72 318 132 108 62 50
cat_boundaries=0 1
cat_threshold=660
is_linear=0
shrinkage=0.01


Tree=697
num_leaves=31
num_cat=2
split_feature=6 11 16 19 2 2 1 24 10 5 0 1 10 24 0 10 6 0 1 1 14 5 5 5 8 26 5 4 14 10
split_gain=140309 546479 933294 315177 208898 515702 348219 433309 317601 474822 157507 122502 120183 171954 132487 108379 104742 102049 126478 121439 110836 453054 146077 102310 46062.8 19308.3 16337.3 12644.5 7777.05 7435.03
threshold=222.67000000000004 522.5150000000001 108.94300000000001 166.33925000000002 22.333736000000005 36.857500000000009 596.10500000000013 0 177.46054150000003 65.637375000000006 100.58300000000001 285.35875000000004 522.5150000000001 1 90.015000000000015 901.21050000000014 1424.6500000000003 1438.4900000000002 6.6537000000000015 1439.8675000000001 678.01075000000003 26.770100000000003 897.08550000000014 616.44275000000005 13.870200000000002 2022.5000000000002 22.173850000000005 160.239 1092.2134000000003 796.68750000000011
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 10 4 8 -6 7 -7 11 -10 -3 16 17 15 26 24 -2 19 -19 20 22 28 23 -1 -14 -21 29 -24 -22 -15
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12 -13 13 14 -16 -17 -18 18 -20 25 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00089405137877234713 -0.013854571781389376 0.79293695829131383 2.7999308679103856 -0.87580054146902897 1.6726484607696535 -0.40641536991511074 1.1716579401493072 0.36321315288075601 0.014696358544485911 1.9462108318209648 -0.40367674437436196 -0.6590728501712575 0.0030721338589986165 -0.159503744329725 -1.2335663387992166 0.45753454359464868 -0.66280355691909787 0.072376666863759362 1.0642003173828125 0.28226507641020276 -0.14054067565636202 1.5288611946503321 -0.43927618400960028 0.31443099556617365 -0.57783776850927449 0.68994971853036147 -0.59749358393929219 -0.17285229890242867 0.072650103909628727 -0.37812807682582311
leaf_weight=102080 573 22 20 35 25 109 32 181 35 20 22 34 39 28 22 43 26 36 20 21 44 24 79 103 21 26 22 23 28 35
leaf_count=102080 573 22 20 35 25 109 32 181 35 20 22 34 39 28 22 43 26 36 20 21 44 24 79 103 21 26 22 23 28 35
internal_value=0 0.111188 1.00879 0.0575001 0.089061 0.289105 0.181687 0.0724493 -0.0118335 0.717065 0.19463 -0.0751659 -0.000658097 -0.239641 -0.495589 0.0677806 -0.0420226 -0.000168396 0.426599 -0.000401721 -0.000635017 0.33899 -0.000953774 -0.000576205 -0.200246 0.507793 -0.362888 -0.3792 -0.0576332 -0.280962
internal_weight=0 1134 64 1070 1035 347 322 290 688 55 44 633 102694 210 107 103 599 102484 56 102428 102381 96 102285 102183 60 47 85 102 72 63
internal_count=103828 1134 64 1070 1035 347 322 290 688 55 44 633 102694 210 107 103 599 102484 56 102428 102381 96 102285 102183 60 47 85 102 72 63
cat_boundaries=0 1 2
cat_threshold=3208 2866
is_linear=0
shrinkage=0.01


Tree=698
num_leaves=29
num_cat=8
split_feature=6 25 2 10 2 2 2 24 7 10 25 1 25 24 3 16 24 25 12 24 1 7 26 0 4 6 6 26
split_gain=137508 1.10705e+06 1.90013e+06 447808 371426 297327 671758 253101 315863 175856 140574 182923 123779 772445 115925 118575 108748 104720 334050 201072 129286 103429 100339 93798.5 65174.2 41898.9 18989.1 2984.06
threshold=222.67000000000004 0 364.96250000000003 177.46054150000003 749.57248000000016 22.333736000000005 40.201125000000005 1 11.281000000000001 27.902250000000002 2 285.35875000000004 3 4 1449.0631000000001 1107.6734000000001 5 6 890.55300000000011 7 1439.8675000000001 174.01000000000002 2022.5000000000002 1438.4900000000002 57.960250000000009 344.61250000000007 360.15000000000003 2022.5000000000002
decision_type=2 9 2 2 2 2 2 1 2 2 9 2 9 1 2 2 1 9 2 1 2 2 2 2 2 2 2 2
left_child=12 2 3 24 5 10 -7 8 -8 -9 21 16 13 22 15 17 -12 18 19 -14 23 25 -1 -19 26 -3 -2 -15
right_child=1 4 -4 -5 -6 6 7 9 -10 -11 11 -13 14 27 -16 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=1.2310301085233688 0.045211594744839455 0.34389620445870067 3.3992077781535959 1.7000750266909601 -1.1371298408508301 1.7342564661749478 1.4490434399672918 0.16791678538226118 0.22077653579772957 -0.46927727117940976 0.11588459057919683 -0.86636402971604298 -0.1050364003728802 -0.43762648759064854 0.55848755707611908 -0.62995200347900393 -0.19781047324598927 0.0016170753242295969 1.0725289339489408 0.0019397281554608791 0.70669682209308338 0.82265108545621235 0.5975040369272232 -0.54854164400408345 -0.3694214585849217 -0.092945452972694673 0.4656145713442848 -0.3304156676292419
leaf_weight=50 22 37 27 20 28 29 28 99 83 77 150 34 2964 54 37 30 373 95073 27 4302 26 24 50 31 28 54 21 50
leaf_count=50 22 37 27 20 28 29 28 99 83 77 150 34 2964 54 37 30 373 95073 27 4302 26 24 50 31 28 54 21 50
internal_value=0 0.110073 0.986007 0.378355 -0.0013515 0.0308229 0.283799 0.137237 0.486758 -0.104896 -0.0881362 -0.152868 -0.000651516 0.239599 -0.00115298 -0.00135521 -0.109407 -0.00117109 -0.0376634 -0.0418406 0.00163033 0.21959 0.831152 0.00143775 0.00603888 0.0846715 0.250525 -0.352216
internal_weight=0 1134 118 91 1016 988 316 287 111 176 672 557 102694 204 102490 102453 523 102423 7293 7266 95130 115 100 95104 71 91 43 104
internal_count=103828 1134 118 91 1016 988 316 287 111 176 672 557 102694 204 102490 102453 523 102423 7293 7266 95130 115 100 95104 71 91 43 104
cat_boundaries=0 5 6 12 17 18 19 25 26
cat_threshold=0 0 512 0 8192 531 0 0 0 35651584 0 8192 0 0 0 131072 32 3270 2081 2685435904 2147746816 135795200 2097410 263168 24 3272
is_linear=0
shrinkage=0.01


Tree=699
num_leaves=19
num_cat=6
split_feature=11 3 25 24 26 13 0 24 3 8 6 25 7 24 16 25 26 26
split_gain=136464 115109 102863 743256 170046 91807 298303 135540 227465 186728 132633 495977 918712 174118 131961 87465 59720.8 3694.76
threshold=1439.8675000000001 1449.0631000000001 0 1 2022.5000000000002 403.35000000000008 538.27200000000016 2 233.37814 132.17200000000005 189.19640000000001 3 361.43000000000006 4 1107.6734000000001 5 2022.5000000000002 2022.5000000000002
decision_type=2 2 9 1 2 2 2 1 2 2 2 9 2 1 2 9 2 2
left_child=1 2 3 4 -1 10 7 9 -9 -7 14 12 -12 -13 15 -4 -3 -5
right_child=-2 16 5 17 -6 6 -8 8 -10 -11 11 13 -14 -15 -16 -17 -18 -19
leaf_value=1.2706988063812257 0.67490155855814626 0.098496854418799989 -0.028117214066915516 -0.46325399226612518 0.46836169038500103 -0.037751155577856917 -1.2938269987973301 -0.13488272550996322 -1.2430569476173039 0.9011403860790389 0.24377079011599964 0.13474797118092194 1.865471972563328 -0.14265481949625192 -0.68748950140816834 0.0022621907801982232 0.815490927696228 -0.34395744904279713
leaf_weight=50 30 21 10564 54 56 87 22 157 21 28 335 380 39 530 28 91350 26 50
leaf_count=50 30 21 10564 54 56 87 22 157 21 28 335 380 39 530 28 91350 26 50
internal_value=0 0.000357143 0.000133007 0.216135 0.773821 -0.000325927 -0.170785 -0.0864614 -0.251494 0.175581 0.000194208 0.101195 0.402127 -0.0266108 -0.00107794 -0.000889354 0.495132 -0.370295
internal_weight=0 103798 103751 210 106 103541 315 293 178 115 103226 1284 374 910 101942 101914 47 104
internal_count=103828 103798 103751 210 106 103541 315 293 178 115 103226 1284 374 910 101942 101914 47 104
cat_boundaries=0 5 6 7 13 14 20
cat_threshold=0 0 0 131072 32 3174 900 16384 512 576 33554432 8260 4096 1571 2819670016 2281964544 706482704 538984832 5506048 152
is_linear=0
shrinkage=0.01


Tree=700
num_leaves=25
num_cat=1
split_feature=1 2 2 9 0 3 5 8 12 12 1 12 0 8 16 5 1 25 3 5 7 2 1 0
split_gain=147876 296889 934250 194118 192609 109911 324206 217616 167889 245263 123559 121661 132545 115208 115785 179046 110138 109415 104007 68099.2 41656.1 40864.5 28931.5 1960.28
threshold=661.33164000000011 169.99800000000002 45.61910000000001 34.097500000000004 538.27200000000016 543.52500000000009 254.50300000000001 312.32500000000005 1078.0535000000002 1392.9450000000004 596.10500000000013 48.040040000000012 285.35875000000004 1468.3681000000001 142.75000000000003 552.55750000000012 122.82375000000002 0 42.010000000000005 4.4342985000000015 28.592500000000005 52.029000000000003 884.13250000000005 54.946000000000005
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=5 2 3 18 19 8 11 -8 10 -10 13 12 16 14 17 -16 20 -1 22 -3 -7 -12 -2 -24
right_child=1 4 -4 -5 -6 6 7 -9 9 -11 21 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25
leaf_value=0.22530813531941532 -0.043456131405300566 -0.81363985657691962 1.8243013757715623 -1.1780014950888498 -1.5491273125735197 -0.20360096048335638 -1.3595362404414588 -0.051928161621093753 1.275937739276886 -0.17177820010618733 0.23089847051180326 0.50097789539231197 0.50422473282649594 0.63044129733381604 -0.09286548600829754 -0.95266503829956051 -0.92346461391448975 0.00052131134202174035 0.50029972541899914 -0.10883870535883411 0.23794412765502931 0.80955478129179581 -0.37521733567521381 -0.27121322870254516
leaf_weight=207 45 26 24 21 22 147 35 20 25 22 26 36 29 29 776 25 20 101758 21 29 25 23 74 24
leaf_count=207 45 26 24 21 22 147 35 20 25 22 26 36 29 29 776 25 20 101758 21 29 25 23 74 24
internal_value=0 -0.227521 -0.031958 -0.27277 -0.758335 0.000180954 -0.187226 -0.884042 0.000749236 0.598283 0.000476161 -0.0381024 -0.125916 0.000236852 5.90121e-05 -0.119701 -0.221094 0.000999801 -0.156856 -0.442017 -0.139423 0.502513 -0.253362 -0.349747
internal_weight=0 286 209 185 77 103203 312 55 102891 47 102844 257 221 102795 102766 801 192 101965 164 55 172 49 143 98
internal_count=103489 286 209 185 77 103203 312 55 102891 47 102844 257 221 102795 102766 801 192 101965 164 55 172 49 143 98
cat_boundaries=0 5
cat_threshold=0 0 0 131072 32
is_linear=0
shrinkage=0.01


Tree=701
num_leaves=22
num_cat=4
split_feature=1 24 9 4 4 1 11 12 12 8 25 24 26 4 25 6 26 7 2 26 26
split_gain=144933 399785 438845 321517 264891 171300 139586 94282.4 292756 83138.9 80005.5 564906 185730 91884.6 304396 159090 81627.3 59310.3 13427.5 8468.98 6341.52
threshold=661.33164000000011 0 9.3820000000000032 483.06600000000009 114.45750000000002 1070.9310000000003 1439.8675000000001 1078.0535000000002 1392.9450000000004 1468.3681000000001 1 2 2022.5000000000002 521.79500000000019 3 1424.6500000000003 2022.5000000000002 2.0999999999999956 60.002000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 1 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2
left_child=6 2 5 4 17 19 7 9 -9 10 11 12 -1 15 -15 -12 -13 18 20 -2 -3
right_child=1 3 -4 -5 -6 -7 -8 8 -10 -11 13 16 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=1.1330234553597189 0.19361782312393189 -0.46375864698773345 1.5718022255670456 -1.5559731839253352 0.61148464679718018 -0.54271582452874434 -0.68184013700485224 1.1659188833603493 -0.38289915934852936 0.51796202259678992 -5.7843380020948176e-05 -0.65704627017585593 0.31120623152906246 -0.56342509189999201 0.048711385703181842 0.71642666093764762 -0.093354748708230476 -1.0335713205337524 -0.63874269045316256 0.46110289277701538 -0.28782496219873432
leaf_weight=55 20 42 21 26 24 38 30 26 23 31 102495 49 55 113 241 31 54 20 26 29 40
leaf_count=55 20 42 21 26 24 38 30 26 23 31 102495 49 55 113 241 31 54 20 26 29 40
internal_value=0 -0.225246 0.251093 -0.500262 -0.352592 -0.0388375 0.000179364 0.000377677 0.438923 0.0001693 1.35999e-05 0.189221 0.661939 -0.000396483 -0.161228 0.000158795 -0.329526 -0.533356 -0.440724 0.351925 -0.377937
internal_weight=0 286 108 178 152 87 103203 103173 49 103124 103093 213 110 102880 354 102526 103 128 108 49 82
internal_count=103489 286 108 178 152 87 103203 103173 49 103124 103093 213 110 102880 354 102526 103 128 108 49 82
cat_boundaries=0 1 6 7 13
cat_threshold=103 0 0 0 131072 32 3300 32768 536870912 0 0 0 8192
is_linear=0
shrinkage=0.01


Tree=702
num_leaves=24
num_cat=1
split_feature=7 5 13 0 12 12 0 15 4 3 2 5 14 5 26 0 0 4 0 24 5 10 7
split_gain=119700 399728 101990 124196 85186.8 148208 93799.5 437110 287161 283589 186072 100391 318761 274710 499852 208067 102315 114568 78257.6 329186 133674 7921.09 2194.88
threshold=783.3660000000001 522.5150000000001 118.26160000000002 45.527785000000002 1078.0535000000002 1392.9450000000004 658.11750000000018 124.33250000000002 422.73350000000011 335.00670000000008 272.24748000000005 678.89998000000014 245.84250000000003 552.55750000000012 2022.5000000000002 78.99675000000002 181.65750000000006 90.852000000000018 212.52070000000001 0 302.32450000000006 0.8135 1107.8925000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=4 2 3 21 6 -6 11 8 9 10 -8 13 16 18 -15 -16 17 -13 20 -20 -1 22 -2
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-1.6466304775062478e-05 -0.032625629981358845 -1.5251283775676381 -0.70023362593217331 0.59704288848241172 0.88007507949039854 -0.19483965759691985 -0.22616830500927601 1.1350123092402582 -1.3702667899753738 0.76442298394662356 -1.2423372011184692 -0.050211972660488546 -1.358085938583721 1.4046014971610827 0.4208889172871908 -0.89588475152477631 0.48428623932379261 -0.7378309987386068 0.33324697336001408 -0.026337795534729959 -0.18767901237438042 -0.3229608359336853 -0.14704717603953263
leaf_weight=101109 30 22 22 30 29 23 182 23 23 27 20 126 22 39 30 20 27 30 351 865 381 20 38
leaf_count=101109 30 22 22 30 29 23 182 23 23 27 20 126 22 39 30 20 27 30 351 865 381 20 38
internal_value=0 -0.272052 -0.0751402 0.0414026 -1.3833e-05 0.404632 -0.000217576 -0.184657 -0.305104 -0.198122 -0.326779 0.00027486 -0.220799 0.000715739 0.55605 -0.105821 -0.084076 -0.182446 0.000234514 0.0799807 -0.000720964 -0.14802 -0.0965671
internal_weight=0 162 140 118 103327 52 103275 275 252 229 202 103000 205 102795 89 50 183 156 102706 1216 101490 88 68
internal_count=103489 162 140 118 103327 52 103275 275 252 229 202 103000 205 102795 89 50 183 156 102706 1216 101490 88 68
cat_boundaries=0 1
cat_threshold=2096
is_linear=0
shrinkage=0.01


Tree=703
num_leaves=29
num_cat=2
split_feature=1 24 9 4 4 1 0 11 3 6 6 2 6 4 0 16 3 1 9 0 1 25 3 2 16 6 1 26
split_gain=141087 391765 430250 313199 259763 167098 149348 136394 107610 315603 143827 531945 137877 735721 498393 126779 171687 136984 1.43694e+06 112288 112999 104868 97593.9 93495.8 66145.4 44035.1 1201.17 3234.28
threshold=661.33164000000011 0 9.3820000000000032 483.06600000000009 114.45750000000002 1070.9310000000003 59.173000000000009 1439.8675000000001 543.52500000000009 421.77600000000007 31.814000000000004 15.093500000000004 665.85000000000014 4.402000000000001 21.000235000000004 299.49825000000004 285.15000000000003 335.00670000000008 273.79200000000003 262.14225000000005 151.82000000000002 1 8.0730000000000022 39.465500000000013 1107.6734000000001 1054.5000000000002 884.13250000000005 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 2 2 2 2 2 2
left_child=7 2 5 4 6 22 26 8 12 10 19 -12 15 23 -15 17 24 21 -19 20 -10 -1 -2 25 -17 -14 -3 -28
right_child=1 3 -4 -5 -6 -7 -8 -9 9 -11 11 -13 13 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29
leaf_value=0.21985446466278918 -0.022482571108587861 -0.38485475048422813 1.5569862165905182 -1.5365118529246404 0.60589876378575958 -0.53546280308773653 -1.1320306401098927 -0.67399602556228644 -0.18208190889386405 -1.0265359783172607 1.4893151267369589 -0.59496387367248538 -0.12201189172469963 0.20643239498138427 2.0033401657053918 -0.088493277508819454 -1.0710263706388927 0.031306111618719601 2.2879210991859433 0.36644222432916812 -0.97648423290252684 -0.0002123057978486426 0.88553737545013433 0.40641560056935183 -0.59054228223603344 -0.54277687388797147 -0.24864741531578272 -0.39109835181917463
leaf_weight=207 29 32 21 26 24 38 31 30 171 39 24 25 59 29 33 276 21 475 30 33 20 101636 20 23 29 43 37 28
leaf_count=207 29 32 21 26 24 38 31 30 171 39 24 25 59 29 33 276 21 475 30 33 20 101636 20 23 29 43 37 28
internal_value=0 -0.222234 0.249219 -0.494504 -0.348799 -0.0378027 -0.527805 0.000179673 0.000375706 -0.185059 -0.0648485 0.425907 0.000938171 0.272226 1.16285 0.000444075 -0.196446 0.00107121 0.165362 -0.172201 -0.265265 0.000256556 0.348138 -0.169524 -0.136229 -0.299393 -0.334702 -0.310011
internal_weight=0 286 108 178 152 87 128 103203 103173 312 273 49 102861 187 62 102674 326 102348 505 224 191 101843 49 125 305 102 97 65
internal_count=103489 286 108 178 152 87 128 103203 103173 312 273 49 102861 187 62 102674 326 102348 505 224 191 101843 49 125 305 102 97 65
cat_boundaries=0 1 6
cat_threshold=103 0 0 0 131072 32
is_linear=0
shrinkage=0.01


Tree=704
num_leaves=33
num_cat=4
split_feature=1 24 9 4 4 11 2 3 5 8 24 0 2 1 6 4 8 0 1 9 3 25 8 25 2 9 6 0 1 2 1 1
split_gain=138279 373122 468528 249908 197877 133679 106201 105469 313282 211418 161496 311674 143766 192096 135133 721080 622464 101790 99433.5 478787 1.31401e+06 373652 106698 106959 91635.2 90280.8 43158.9 42049.4 30730.9 17420.7 12670.4 3046.73
threshold=661.33164000000011 0 9.3820000000000032 483.06600000000009 143.69840000000002 1439.8675000000001 165.38000000000002 543.52500000000009 254.50300000000001 312.32500000000005 1 118.05050000000001 7.8873450000000007 11.157000000000002 665.85000000000014 4.402000000000001 13.016250000000001 59.173000000000009 205.14500000000004 367.7580000000001 28.423750000000002 2 1468.3681000000001 3 39.465500000000013 3.1386600000000007 1054.5000000000002 92.554037500000021 884.13250000000005 169.99800000000002 884.13250000000005 1439.8675000000001
decision_type=2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2
left_child=5 2 6 4 17 7 27 14 10 -10 11 25 13 -12 18 24 -17 30 22 21 -21 -20 23 -1 26 -9 -16 28 -2 -14 -3 -32
right_child=1 3 -4 -5 -6 -7 -8 8 9 -11 12 -13 29 -15 15 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 31 -33
leaf_value=0.22200203166451565 0.25815254319797865 -0.21109956518809 1.5643613751729331 -1.4553265085816383 0.53352110588550572 -0.66725606060028075 -0.65521034320195515 -0.18473277626499052 -1.3368595891680035 -0.048005765914916995 -0.24368963667109042 1.3690996397109261 -0.89514691829681403 0.85341562843322749 -0.12079177159374042 2.2920331303692527 0.2711686635528292 -1.0812176447886008 0.22752700441706497 2.5094746734356059 -0.35078979280259875 -0.13012825004744158 0.6279109301390472 -0.0012778497240858821 0.40235146356665569 0.58793682289123539 -0.53734910428524019 0.46361461991849157 -0.21148229046871789 -0.52517821148463661 -0.40808957822182601 -0.56128627141316734
leaf_weight=205 22 30 21 26 20 30 24 62 35 20 79 21 20 20 59 27 35 27 555 29 36 596 27 101226 23 20 43 23 38 35 34 21
leaf_count=205 22 30 21 26 20 30 24 62 35 20 79 21 20 20 59 27 35 27 555 29 36 596 27 101226 23 20 43 23 38 35 34 21
internal_value=0 -0.220011 0.184295 -0.525928 -0.382708 0.000178089 -0.0693354 0.000372161 -0.183209 -0.868185 -0.0366185 0.257136 -0.234557 -0.0220522 0.000929003 0.269504 1.15122 -0.546321 0.000439849 0.0903301 0.925328 0.0431755 -0.000637509 -0.000804823 -0.167829 0.00372322 -0.296399 0.100074 -0.0392829 -0.659712 -0.376412 -0.466583
internal_weight=0 286 128 158 132 103203 107 103173 312 55 257 103 154 99 102861 187 62 112 102674 1216 65 1151 101458 101431 125 82 102 83 60 55 85 55
internal_count=103489 286 128 158 132 103203 107 103173 312 55 257 103 154 99 102861 187 62 112 102674 1216 65 1151 101458 101431 125 82 102 83 60 55 85 55
cat_boundaries=0 1 2 7 12
cat_threshold=79 2822 1081344 0 8454752 35651586 68 0 0 0 131072 32
is_linear=0
shrinkage=0.01


Tree=705
num_leaves=27
num_cat=4
split_feature=12 5 22 13 25 0 10 1 0 0 6 25 8 5 24 11 1 25 1 3 26 22 12 26 26 12
split_gain=278430 487558 263533 960156 167052 130467 181517 114807 81024.6 79209.3 255553 286129 106488 90508.5 65414.7 52802.1 46415.2 32053.6 21418.1 12044.9 5704.83 5262.48 3441.85 3112.73 1701.18 31.6187
threshold=621.24200000000008 483.06600000000009 343.16750000000008 53.557967000000005 0 883.10000000000014 5.9622500000000009 51.884800000000006 1438.4900000000002 103.11795000000002 763.68025000000011 1 1468.3681000000001 552.55750000000012 2 228.02500000000001 156.08950000000002 3 273.76200000000006 6.6572445000000009 2022.5000000000002 524.87500000000011 792.15000000000009 2022.5000000000002 2022.5000000000002 1078.0535000000002
decision_type=2 2 2 2 9 2 2 2 2 2 2 9 2 2 1 2 2 9 2 2 2 2 2 2 2 2
left_child=2 15 4 21 14 9 7 8 -7 12 11 -11 13 -6 24 16 19 23 -9 22 -19 -4 -2 -16 -1 -24
right_child=1 -3 3 -5 5 6 -8 18 -10 10 -12 -13 -14 -15 17 -17 -18 20 -20 -21 -22 -23 25 -25 -26 -27
leaf_value=0.023317938745021822 -0.048916212490395364 -1.7896899483420632 -0.061090157682245433 2.4616743445396425 -0.00013832871804381628 0.42594556640176218 -0.43873440430082128 -0.23633153279622396 1.0498332201639811 0.17796191165322889 -0.78490017205476759 -0.020660508298467564 0.61708770411355152 0.20525866375690283 -0.36776333997279037 0.13167311449308652 -0.7404870145320892 -0.20238231905664389 0.22092266654968262 -0.42182655788603285 -0.052005005272067327 -0.27742490165421496 -0.20462208564082784 -0.45543174502290329 -0.048014724084309172 -0.18884707715776231
leaf_weight=64 23 22 22 20 99541 68 29 21 30 1239 36 1731 28 215 81 37 20 52 20 21 49 23 24 81 70 27
leaf_count=64 23 22 22 20 99541 68 29 21 30 1239 36 1731 28 215 81 37 20 52 20 21 49 23 24 81 70 27
internal_value=0 -0.3983 0.00205732 0.638596 0.001657 0.0024559 0.280902 0.431042 0.616932 0.00200105 0.0525775 0.0627288 0.000477428 0.000304355 -0.20054 -0.196915 -0.302635 -0.292128 -0.0132807 -0.210455 -0.117767 -0.171661 -0.150471 -0.387667 -0.012977 -0.196271
internal_weight=0 174 103420 65 103355 102958 168 139 98 102790 3006 2970 99784 99756 397 152 115 263 41 95 101 45 74 162 134 51
internal_count=103594 174 103420 65 103355 102958 168 139 98 102790 3006 2970 99784 99756 397 152 115 263 41 95 101 45 74 162 134 51
cat_boundaries=0 6 12 13 14
cat_threshold=1073741824 0 4096 8 0 1024 11567108 131088 278986792 0 4 12288 2689 1073741824
is_linear=0
shrinkage=0.01


Tree=706
num_leaves=26
num_cat=4
split_feature=12 5 22 13 25 0 10 4 0 0 6 25 8 5 24 11 15 25 12 9 12 26 22 26 26
split_gain=272889 477855 258289 941048 163728 127870 177905 90469.6 205823 77648.8 250471 280479 104369 88707.4 64113 51751.3 33400.6 31415.7 20115.1 10555.7 9237.93 5591.3 5157.76 3050.78 1667.33
threshold=621.24200000000008 483.06600000000009 343.16750000000008 53.557967000000005 0 883.10000000000014 5.9622500000000009 143.69840000000002 1438.4900000000002 103.11795000000002 763.68025000000011 1 1468.3681000000001 552.55750000000012 2 228.02500000000001 23.177000000000003 3 1392.9450000000004 11.191514000000002 792.15000000000009 2022.5000000000002 524.87500000000011 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 9 2 2 2 2 2 2 9 2 2 1 2 2 9 2 2 2 2 2 2 2
left_child=2 15 4 22 14 9 7 8 -7 12 11 -11 13 -6 24 16 18 23 19 20 -2 -19 -4 -16 -1
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12 -13 -14 -15 17 -17 -18 21 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.023084761649370195 -0.091540472169335085 -1.7717930412292482 -0.060479259924455131 2.4370576059818267 -0.00013694543197421502 0.042780635298752208 -0.43434705043661181 1.0490348567962646 0.94126832498086477 0.17619654155689016 -0.77705115932557323 -0.020455093833947918 0.61091684545789449 0.2032060693599457 -0.36408570878299662 0.13035636502343256 -0.66017226412182761 -0.20035849602606434 0.045581468452106824 -0.49515608346462253 -0.35811320396856622 -0.051484950513255842 -0.27465065465025279 -0.45087742758385929 -0.047534567560468401
leaf_weight=64 26 22 22 20 99541 82 29 20 37 1239 36 1731 28 215 81 37 21 52 22 20 26 49 23 81 70
leaf_count=64 26 22 22 20 99541 82 29 20 37 1239 36 1731 28 215 81 37 21 52 22 20 26 49 23 81 70
internal_value=0 -0.394317 0.0020369 0.63221 0.00164059 0.0024315 0.278093 0.426731 0.322142 0.00198119 0.052057 0.0621068 0.000472654 0.000301311 -0.198534 -0.194946 -0.299608 -0.289207 -0.219057 -0.299918 -0.224827 -0.116589 -0.169945 -0.383791 -0.0128472
internal_weight=0 174 103420 65 103355 102958 168 139 119 102790 3006 2970 99784 99756 397 152 115 263 94 72 52 101 45 162 134
internal_count=103594 174 103420 65 103355 102958 168 139 119 102790 3006 2970 99784 99756 397 152 115 263 94 72 52 101 45 162 134
cat_boundaries=0 6 12 13 14
cat_threshold=1073741824 0 4096 8 0 1024 11567108 131088 278986792 0 4 12288 2689 1073741824
is_linear=0
shrinkage=0.01


Tree=707
num_leaves=24
num_cat=3
split_feature=12 5 22 22 25 0 10 1 0 0 6 25 8 5 11 1 1 25 3 12 26 26 12
split_gain=267459 468346 253149 467677 160470 125325 174365 113048 77307.3 76119 245490 274941 102292 86942.1 50721.5 45317.8 20939 14674.6 11747.2 3340.43 294.923 49.6812 19.4802
threshold=621.24200000000008 483.06600000000009 343.16750000000008 573.53125000000011 0 883.10000000000014 5.9622500000000009 51.884800000000006 1438.4900000000002 103.11795000000002 763.68025000000011 1 1468.3681000000001 552.55750000000012 228.02500000000001 156.08950000000002 273.76200000000006 2 6.6572445000000009 792.15000000000009 2022.5000000000002 2022.5000000000002 1078.0535000000002
decision_type=2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2
left_child=2 14 4 -4 17 9 7 8 -7 12 11 -11 13 -6 15 18 -9 21 19 -2 -19 -1 -21
right_child=1 -3 3 -5 5 6 -8 16 -10 10 -12 -13 -14 -15 -16 -17 -18 20 -20 22 -22 -23 -24
leaf_value=-0.082601502450375716 -0.046243496718613997 -1.7540751171112061 1.3637830107920881 -0.34918798987354549 -0.00013557608356837259 0.42037042673896341 -0.43000358614428297 -0.23898243813287642 1.0297785209019978 0.17444868330240515 -0.76928065879477403 -0.020251717547009315 0.60480767590659013 0.20117401357099066 0.12905281195769439 -0.72925763440132141 0.21312837886810304 -0.23925863739397887 -0.41427162079584029 -0.19796573771784703 -0.25985838739134426 -0.095528287105872994 -0.18558362890172889
leaf_weight=58 23 22 37 28 99541 68 29 21 30 1239 36 1731 28 215 37 20 20 139 21 24 139 61 27
leaf_count=58 23 22 37 28 99541 68 29 21 30 1239 36 1731 28 215 37 20 20 139 21 24 139 61 27
internal_value=0 -0.390374 0.00201668 0.625888 0.00162433 0.00240733 0.275312 0.422464 0.606924 0.00196153 0.0515416 0.061491 0.000467927 0.000298298 -0.192996 -0.296612 -0.0184406 -0.196549 -0.205529 -0.146291 -0.240893 -0.082311 -0.191411
internal_weight=0 174 103420 65 103355 102958 168 139 98 102790 3006 2970 99784 99756 152 115 41 397 95 74 278 119 51
internal_count=103594 174 103420 65 103355 102958 168 139 98 102790 3006 2970 99784 99756 152 115 41 397 95 74 278 119 51
cat_boundaries=0 6 12 18
cat_threshold=1073741824 0 4096 8 0 1024 11567108 131088 278986792 0 4 12288 0 0 0 0 0 1024
is_linear=0
shrinkage=0.01


Tree=708
num_leaves=23
num_cat=3
split_feature=12 5 22 22 25 5 15 14 3 3 8 7 6 24 4 6 12 25 12 26 26 26
split_gain=262136 459026 248111 458371 157277 112892 434249 429949 494834 142223 109920 142639 117794 62951.9 36306.8 91499.1 36375.9 30581.8 24309.5 5485.47 2975.75 1626.93
threshold=621.24200000000008 483.06600000000009 343.16750000000008 573.53125000000011 0 552.55750000000012 281.73348000000004 166.57675000000003 108.75750000000001 1449.0631000000001 1117.4100000000001 9.2450000000000028 1054.5000000000002 1 201.55000000000004 96.060000000000016 890.55300000000011 2 1392.9450000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2
left_child=2 14 4 -4 13 9 7 8 -7 10 12 -12 -6 21 15 16 -2 20 -18 -19 -15 -1
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 11 -13 -14 17 -16 -17 18 19 -20 -21 -22 -23
leaf_value=0.024781424105167388 -0.08290427239680731 -1.7365343570709229 1.3501451750059386 -0.34569610642535348 0.0016106389800315533 -0.053582207688657693 1.5475246195359662 -1.1365178918838501 0.93065508535930097 0.58360845633915492 0.053936998006459833 1.0707295565171675 -0.40023140186928724 -0.35805226511425448 -0.52360766516791446 0.40870239074413589 -0.68528235634167989 -0.19713725523879894 -0.21939680440085277 -0.049679447290848708 -0.44377006719141832 -0.044977104697908672
leaf_weight=64 54 22 37 28 102477 189 22 26 70 42 37 22 73 81 27 26 24 52 21 49 81 70
leaf_count=64 54 22 37 28 102477 189 22 26 70 42 37 22 73 81 27 26 24 52 21 49 81 70
internal_value=0 -0.38647 0.00199667 0.619629 0.00160824 0.00238341 0.19386 0.0893662 0.212428 0.00181099 0.00157285 0.43308 0.00132459 -0.194583 -0.191066 -0.119237 -0.257888 -0.28437 -0.467869 -0.114283 -0.377602 -0.0108499
internal_weight=0 174 103420 65 103355 102958 307 285 259 102651 102609 59 102550 397 152 125 99 263 45 101 162 134
internal_count=103594 174 103420 65 103355 102958 307 285 259 102651 102609 59 102550 397 152 125 99 263 45 101 162 134
cat_boundaries=0 6 7 8
cat_threshold=1073741824 0 4096 8 0 1024 2689 1073741824
is_linear=0
shrinkage=0.01


Tree=709
num_leaves=25
num_cat=3
split_feature=12 5 22 13 25 0 13 3 1 0 6 25 8 5 11 1 0 25 3 22 12 26 26 12
split_gain=256920 449891 243174 919481 154147 122647 127262 142788 113196 74310.7 240821 269198 99154.5 84201.6 49593 44251.7 14670 12908.6 11530.9 3679.96 3161.02 114.39 35.6824 20.3604
threshold=621.24200000000008 483.06600000000009 343.16750000000008 53.557967000000005 0 883.10000000000014 53.027500000000011 190.99500000000003 8.3632500000000025 103.11795000000002 763.68025000000011 1 1468.3681000000001 552.55750000000012 228.02500000000001 156.08950000000002 9.8384700000000009 2 6.6572445000000009 524.87500000000011 792.15000000000009 2022.5000000000002 2022.5000000000002 1078.0535000000002
decision_type=2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2
left_child=2 14 4 19 16 9 7 8 -7 12 11 -11 13 -6 15 18 17 22 20 -4 -2 -19 -1 -22
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 21 -20 -21 23 -23 -24 -25
leaf_value=-0.07979591360798588 -0.045593244582414628 -1.7191690288890493 -0.087013747908852329 2.3974785323143006 -0.0001511834855070107 0.4275101403267153 -0.43668936794454405 1.1421549165816536 -0.26202233523130419 0.17253251498330943 -0.76207303331337051 -0.02012324708964866 0.59544196196964816 0.19796016624535237 0.12929087754842397 -0.71913879013061521 -0.44846095854585821 -0.23436342101626928 -0.40841855139959427 -0.26791949044103208 -0.19350988415380319 -0.22122091263991139 -0.06840305813721248 -0.18085112836625838
leaf_weight=54 23 22 22 20 99541 93 22 21 32 1239 36 1731 28 215 37 20 22 135 21 23 24 130 56 27
leaf_count=54 23 22 22 20 99541 93 22 21 32 1239 36 1731 28 215 37 20 22 135 21 23 24 130 56 27
internal_value=0 -0.382606 0.0019767 0.613433 0.00159215 0.00235957 0.272332 0.379171 0.25099 0.00191856 0.0509062 0.0607605 0.000442805 0.000275798 -0.189156 -0.291612 -0.192638 -0.182766 -0.201607 -0.179477 -0.142917 -0.219628 -0.0678296 -0.186808
internal_weight=0 174 103420 65 103355 102958 168 146 125 102790 3006 2970 99784 99756 152 115 397 375 95 45 74 265 110 51
internal_count=103594 174 103420 65 103355 102958 168 146 125 102790 3006 2970 99784 99756 152 115 397 375 95 45 74 265 110 51
cat_boundaries=0 6 12 18
cat_threshold=1073741824 0 4096 8 0 1024 11567108 131088 278986792 0 4 12288 0 0 0 0 0 1024
is_linear=0
shrinkage=0.01


Tree=710
num_leaves=29
num_cat=4
split_feature=10 11 2 2 25 6 10 2 8 6 3 24 2 3 0 0 0 0 25 24 8 2 4 0 11 3 10 26
split_gain=177836 381139 275192 172074 189799 461456 92799.2 91231.6 497458 423864 432221 427061 189971 565543 411387 150623 141275 116787 112323 1.15957e+06 109298 70709.9 68726.5 59701.6 41582.3 36775.9 17575.4 13539.1
threshold=451.48500000000007 1439.8675000000001 658.86750000000018 334.93500000000006 0 243.82689999999999 675.38900000000001 597.17782000000011 522.5150000000001 123.18250000000002 414.53600000000012 1 440.02900000000005 180.91300000000004 166.61000000000004 162.49250000000004 212.52070000000001 1438.4900000000002 2 3 1117.4100000000001 104.02000000000001 11.146500000000001 48.276500000000006 186.66000000000003 26.311000000000003 796.68750000000011 2022.5000000000002
decision_type=2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2
left_child=1 7 3 4 6 24 21 12 9 10 11 -9 17 14 22 -11 -15 18 19 -1 -20 25 -14 -8 26 -2 -6 -19
right_child=2 -3 -4 -5 5 -7 23 8 -10 15 -12 -13 13 16 -16 -17 -18 27 20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=1.0701606822230598 -0.29116464571519329 1.288701252937317 -1.281317430475484 0.6308400878539453 -0.021800345570460546 1.4204904069900512 -0.5634339823041643 -0.32785461201506144 1.6988143720626832 -0.31295165132593228 1.6091543906075614 0.52863293907765685 -0.056834463104605673 -0.71006591905866345 1.2921453081477774 -1.4579311180114747 -1.6943140063285826 -0.67760121469912327 0.00051323605460635332 -0.052748254055317148 0.4681695629119873 0.14912891173362733 -0.59839560539491721 -1.308862615065141 -0.55994088554382326 -0.88365357780456555 -0.2377791964489481 -0.33060403086922385
leaf_weight=100 22 23 23 26 83 20 21 108 20 27 21 106 96 35 22 20 25 23 101994 561 50 20 31 22 25 20 69 22
leaf_count=100 22 23 23 26 83 20 21 108 20 27 21 106 96 35 22 20 25 23 101994 561 50 20 31 22 25 20 69 22
internal_value=0 0.0015505 -0.223922 -0.149775 -0.216981 -0.0183812 -0.536724 0.0012638 0.174817 0.0667323 0.240114 0.105769 0.000754732 -0.300427 0.02967 -0.800177 -1.12017 0.00136736 0.00159052 0.130549 0.000742308 -0.34026 -0.189027 -0.944816 -0.182004 -0.573302 -0.119843 -0.507958
internal_weight=0 103284 351 328 302 197 105 103261 302 282 235 214 102959 209 149 47 60 102750 102705 661 102044 62 127 43 177 42 152 45
internal_count=103635 103284 351 328 302 197 105 103261 302 282 235 214 102959 209 149 47 60 102750 102705 661 102044 62 127 43 177 42 152 45
cat_boundaries=0 6 7 12 13
cat_threshold=1081344 0 32 0 0 8192 2838 1073741824 536870912 0 131072 32 66
is_linear=0
shrinkage=0.01


Tree=711
num_leaves=30
num_cat=5
split_feature=10 11 2 2 25 6 4 18 2 8 6 3 24 2 3 11 4 25 24 26 25 8 6 4 4 11 10 10 8
split_gain=174299 373554 269716 168649 186022 452273 91171.6 98771.1 89484 487515 415498 423566 419287 186192 554288 165487 115922 94778.8 1.16163e+06 224564 162634 107198 109221 86487.8 59668.5 40754.8 31397.9 17225.7 6463.26
threshold=451.48500000000007 1439.8675000000001 658.86750000000018 334.93500000000006 0 243.82689999999999 343.82250000000005 1.3204065000000005 597.17782000000011 522.5150000000001 123.18250000000002 414.53600000000012 1 440.02900000000005 180.91300000000004 43.299000000000007 208.21944900000003 2 3 2022.5000000000002 4 1117.4100000000001 1424.6500000000003 165.05000000000004 11.146500000000001 186.66000000000003 675.38900000000001 796.68750000000011 1468.3681000000001
decision_type=2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 25 7 26 13 10 11 12 -10 17 15 24 -12 18 19 -1 -20 22 -19 -16 -15 27 -2 -6 -23
right_child=2 -3 -4 -5 5 -7 -8 -9 9 -11 16 -13 -14 14 23 -17 -18 21 20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30
leaf_value=1.6309725720274681 -0.42494455139977588 1.275814297924871 -1.2685042526410972 0.62453167475186866 -0.021582341581044426 1.406285449028015 -1.1543131013350054 0.18199924576282503 -0.32485390657211766 1.6818262395858765 -0.34584395825862885 1.5930628821963355 0.52380230777222536 0.0062059247840955426 -0.76554665551041112 0.87575906705856332 -1.3447757720947267 0.0001687473378490497 0.15720869734331414 0.6830186808839136 -0.18894197988832317 0.58182526350021369 0.60364074873924256 -1.5287042572763232 -0.52991439214119551 -0.55434148235321046 -0.87421470880508423 -0.23540140082870703 0.35425338745117191
leaf_weight=51 35 23 23 26 83 20 22 20 108 20 26 21 106 103 33 20 21 102004 206 49 360 24 30 27 26 25 28 69 26
leaf_count=51 35 23 23 26 83 20 22 20 108 20 26 21 106 103 33 20 21 102004 206 49 360 24 30 27 26 25 28 69 26
internal_value=0 0.00153617 -0.221683 -0.148277 -0.214811 -0.0181974 -0.531356 -0.430254 0.00125234 0.173135 0.0661361 0.237798 0.104805 0.000748173 -0.297423 0.0293733 -0.792175 0.00135467 0.119373 1.06043 -0.0624157 0.000572967 0.00034618 -1.10897 -0.101849 -0.180184 -0.62462 -0.118645 0.463488
internal_weight=0 103284 351 328 302 197 105 83 103261 302 282 235 214 102959 209 149 47 102750 666 100 566 102084 102034 60 129 177 63 152 50
internal_count=103635 103284 351 328 302 197 105 83 103261 302 282 235 214 102959 209 149 47 102750 666 100 566 102084 102034 60 129 177 63 152 50
cat_boundaries=0 6 7 12 13 14
cat_threshold=1081344 0 32 0 0 8192 2838 1073741824 536870912 0 131072 32 66 1073741824
is_linear=0
shrinkage=0.01


Tree=712
num_leaves=28
num_cat=2
split_feature=10 11 2 5 1 2 5 1 0 2 2 7 4 6 5 13 16 25 2 3 16 11 1 2 24 6 2
split_gain=170831 366120 264348 380158 226869 228060 167099 319095 450742 194938 349134 181083 127480 125061 103721 319583 138779 114193 122581 109188 102219 102115 305895 90039.2 61860.6 56600.1 26980.6
threshold=451.48500000000007 1439.8675000000001 658.86750000000018 392.81250000000006 273.76200000000006 284.91500000000008 483.06600000000009 335.00670000000008 538.27200000000016 38.784000000000006 3.6533000000000002 178.32800000000003 160.239 303.53610000000003 392.81250000000006 78.612000000000009 257.8925000000001 0 47.412500000000001 11.413000000000002 1107.6734000000001 337.65000000000003 126.06400000000002 597.17782000000011 1 9.932400000000003 83.805000000000021
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 1 2 2
left_child=1 6 3 4 5 12 14 8 9 10 -8 -9 24 -11 16 19 21 18 -18 25 -19 23 -23 -1 -2 -16 -21
right_child=2 -3 -4 -5 -6 -7 7 11 -10 13 -12 -13 -14 -15 15 -17 17 20 -20 26 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0013143111440607836 0.02115614430015457 1.2630561248115872 -1.2558192240673562 0.8382254099164691 -1.137858479199586 0.85111322402954104 -0.15313059604669041 -0.41926092652713548 1.370168140411377 -0.32598086658789188 1.225329803943634 -1.5537693828344346 -0.78374850597137058 -1.1840210511134222 0.44142448679093393 1.442972692966461 -0.28606852021571749 -0.0083412014677691354 -1.0531042952373111 -0.60904099026322367 -0.66805072490985584 0.03570506096817553 0.81003888751229935 0.19523391845077279 -0.32139238854450691 -0.13941772668258004 -0.08961234652996064
leaf_weight=101755 106 23 23 35 27 20 226 34 20 49 20 24 39 26 62 20 74 243 29 20 26 288 62 240 101 23 20
leaf_count=101755 106 23 23 35 27 20 226 34 20 49 20 24 39 26 62 20 74 243 29 20 26 288 62 240 101 23 20
internal_value=0 0.00152097 -0.219466 -0.146795 -0.264459 -0.175806 0.00123998 -0.203009 -0.0863788 -0.177129 -0.0410606 -0.888713 -0.259295 -0.623435 0.00203226 0.269297 0.00165497 -0.191143 -0.457603 0.0815091 -0.0695205 0.00235575 0.172873 0.00177061 -0.160485 0.284255 -0.349327
internal_weight=0 103284 351 328 293 266 103261 399 341 321 246 58 246 75 102862 145 102717 372 103 125 269 102345 350 101995 207 85 40
internal_count=103635 103284 351 328 293 266 103261 399 341 321 246 58 246 75 102862 145 102717 372 103 125 269 102345 350 101995 207 85 40
cat_boundaries=0 4 5
cat_threshold=32768 0 32 33554432 3462
is_linear=0
shrinkage=0.01


Tree=713
num_leaves=37
num_cat=3
split_feature=5 5 13 3 4 13 4 2 6 4 4 2 0 1 26 16 3 0 25 24 0 25 26 8 26 5 3 2 16 2 2 2 2 26 4 2
split_gain=157604 210265 299341 212396 252705 203772 400914 260050 286418 230787 220394 172165 547662 310103 256899 200499 180349 152067 129822 1.29113e+06 126278 93048.8 91841.8 69065.3 56394.7 50369.6 38005 34186.7 30761.8 21507.9 17294.1 15183.9 11295.1 9762.35 2466.32 1791.71
threshold=483.06600000000009 392.81250000000006 64.038300000000007 11.413000000000002 90.852000000000018 368.06200000000007 767.98765000000014 38.784000000000006 421.77600000000007 143.69840000000002 521.79500000000019 749.57248000000016 438.42500000000007 53.535500000000006 2022.5000000000002 522.5150000000001 1077.3535000000002 115.068 0 1 86.604000000000028 2 2022.5000000000002 25.635250000000006 2022.5000000000002 448.18200000000007 1449.0631000000001 5.0070000000000006 1107.6734000000001 1070.9310000000003 104.02000000000001 1070.9310000000003 315.17050000000006 2022.5000000000002 8.7137500000000028 1070.9310000000003
decision_type=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 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 25 6 7 8 23 17 -11 15 13 14 35 16 18 32 19 -1 27 -20 -18 24 -2 33 -24 28 -17 -16 -5 -15 -9 -3 -25 -13
right_child=5 2 -4 30 -6 -7 -8 9 -10 10 -12 12 -14 31 29 20 22 -19 21 -21 -22 -23 26 34 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37
leaf_value=0.92350144571065895 -0.26207469760507779 0.10957903424898784 1.4519759334217417 -0.59733701615106494 1.3980787207863548 -0.88832417638678296 1.2229046935126895 -0.81896357154846189 1.131299180984497 0.31887334472254703 -0.95763866765158512 0.81209661812617873 1.7862311961434105 -0.41355867212468933 0.14709584581000465 -0.061674759419106724 -0.87680873321764397 -1.7017784055074057 -0.057235638227951517 -0.10918667909408372 -1.1180416994094848 0.0020274107081529272 -0.46139618902206425 -0.53667524298032132 0.094081593701839453 0.56491927283150811 0.10186131767604663 -0.63288715064525602 -0.45636034761156352 -0.22244203143649632 -0.19149739261184417 -0.78102954584619266 -0.48288193869590756 -0.18565614791143512 -0.38828131312415715 0.92529692287798282
leaf_weight=150 69 24 22 21 22 38 21 20 20 38 21 29 22 22 28 67 33 21 2712 494 20 99286 25 24 125 21 23 20 28 36 21 23 20 21 21 27
leaf_count=150 69 24 22 21 22 38 21 20 20 38 21 29 22 22 28 67 33 21 2712 494 20 99286 25 24 125 21 23 20 28 36 21 23 20 21 21 27
internal_value=0 0.0015679 0.373224 0.190666 0.469911 -0.188525 -0.122044 -0.196566 -0.0182667 -0.581396 -0.135478 0.00101968 0.30417 0.106561 0.372038 0.000468538 0.000974677 -1.01269 0.0013469 0.141789 -0.384658 0.000446223 -0.470701 -0.114465 -0.0325926 0.160522 -0.191502 -0.257113 -0.178003 -0.0607692 -0.394417 -0.601377 -0.650923 -0.0281974 -0.467425 0.866675
internal_weight=0 103197 152 130 88 438 400 379 259 120 59 103045 187 165 120 102858 102723 61 102642 644 135 101998 81 239 194 66 48 115 95 64 42 45 40 45 45 56
internal_count=103635 103197 152 130 88 438 400 379 259 120 59 103045 187 165 120 102858 102723 61 102642 644 135 101998 81 239 194 66 48 115 95 64 42 45 40 45 45 56
cat_boundaries=0 5 6 12
cat_threshold=1073741824 536870912 0 131072 32 74 1048832 32896 4240 268435456 67896320 1024
is_linear=0
shrinkage=0.01


Tree=714
num_leaves=18
num_cat=2
split_feature=11 2 22 3 6 13 2 4 0 12 16 3 25 24 17 18 4
split_gain=155899 520459 132122 100002 376995 306533 243255 187122 312979 173353 133696 99953.2 71554.4 440782 66197.5 52589.5 9603.44
threshold=1092.2834 11.223500000000003 425.17500000000001 670.0675 152.16750000000005 53.557967000000005 284.91500000000008 1085.2750000000003 10.050250000000004 13.550500000000001 1107.6734000000001 1077.3535000000002 0 1 922.56788200000017 31.989300000000004 1468.3681000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2
left_child=2 -2 3 7 5 6 11 10 16 -6 12 -5 13 -1 -14 -4 -9
right_child=1 -3 15 4 9 -7 -8 8 -10 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=0.54345110238283534 -0.15793943185072679 1.826198935508728 -0.25881891623521464 -0.038690338884846548 -1.3886722014167092 1.147219717843192 0.88279166902814599 -0.09030159840217003 1.3863843595064602 -0.24268903038718484 -0.60844814618428555 -0.54176701384530945 0.00034545734091576504 -0.0050087212646738426 -0.43462638228280204 -0.88952665862441072 0.17896516234786422
leaf_weight=164 39 20 39 89 33 21 21 26 26 22 36 71 102010 936 35 20 27
leaf_count=164 39 20 39 89 33 21 21 26 26 22 36 71 102010 936 35 20 27
internal_value=0 0.51465 0.000464857 0.000734493 -0.19628 0.00357099 -0.129118 0.00122484 0.487724 -0.930279 0.00085235 -0.261931 0.00106501 0.0809209 0.000196249 -0.472618 0.046872
internal_weight=0 59 103576 103517 257 202 181 103260 79 55 103181 160 103145 1100 102045 59 53
internal_count=103635 59 103576 103517 257 202 181 103260 79 55 103181 160 103145 1100 102045 59 53
cat_boundaries=0 6 7
cat_threshold=1073741824 536870912 0 134381568 32 32 66
is_linear=0
shrinkage=0.01


Tree=715
num_leaves=23
num_cat=2
split_feature=2 12 6 25 20 20 6 17 19 2 0 12 16 6 11 6 25 11 6 2 2 26
split_gain=156307 881041 411944 129957 136349 209044 344627 134921 195075 166906 106770 100711 100140 94575.7 155252 94461.5 89671.9 74784.6 73465.4 48052.9 121280 21527.7
threshold=883.10000000000014 144.54600000000002 123.18250000000002 0 221.50425000000001 38.945000000000007 52.247500000000009 137.57250000000002 123.80250000000002 440.02900000000005 131.25500000000002 1078.0535000000002 1107.6734000000001 328.43000000000001 57.371500000000012 1424.6500000000003 1 912.00000000000011 85.762625000000014 1070.9310000000003 1439.8675000000001 2022.5000000000002
decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=3 2 10 4 5 7 -7 8 9 -1 19 12 15 14 -9 16 21 -18 -6 -2 -21 -5
right_child=1 -3 -4 11 18 6 -8 13 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23
leaf_value=-0.063287955736473805 -0.30741241251428919 2.1705221228166058 -1.2374222515658899 0.31983805821673705 -0.22791455455448317 -0.051013587225567217 1.6125543403625489 -0.55298144854032072 0.65706975606771623 0.34038910840806508 0.75586165243579506 0.51673142775108949 0.63464232673645027 -1.042323579788208 0.48375558567047122 -0.65352805484424936 0.001569330116365371 -0.36727735142545265 -1.0566133846044541 0.63537405014038084 -0.20926423497059765 0.11486413219227241
leaf_weight=4176 24 22 22 101 23 33 20 52 39 105 31 38 25 20 20 22 98494 55 20 34 34 104
leaf_count=4176 24 22 22 101 23 33 20 52 39 105 31 38 25 20 20 22 98494 55 20 34 34 104
internal_value=0 0.305807 0.0228845 -0.000376536 -0.0528236 -0.0475437 0.576748 -0.0550431 -0.0469731 -0.053387 0.248305 0.00202069 0.00182293 -0.433983 -0.264999 0.00166276 0.00180873 0.00136334 -0.613356 0.0772808 0.213055 0.205812
internal_weight=0 167 145 103347 4508 4465 53 4412 4320 4281 123 98839 98801 92 72 98776 98754 98549 43 92 68 205
internal_count=103514 167 145 103347 4508 4465 53 4412 4320 4281 123 98839 98801 92 72 98776 98754 98549 43 92 68 205
cat_boundaries=0 6 11
cat_threshold=1073774848 545259648 4224 269516832 1090519040 8 0 0 0 131072 32
is_linear=0
shrinkage=0.01


Tree=716
num_leaves=17
num_cat=1
split_feature=2 12 6 1 11 22 0 26 22 0 24 9 3 5 13 3
split_gain=153196 863508 403746 127716 105335 90175.8 81557.3 83540 72988.1 59184.2 312058 184645 109309 607102 79502.3 76920.4
threshold=883.10000000000014 144.54600000000002 123.18250000000002 315.7462000000001 1439.8675000000001 524.87500000000011 2.5072500000000004 2022.5000000000002 343.16750000000008 297.71250000000003 0 299.52325000000002 888.10000000000014 65.637375000000006 145.45400000000004 315.53370000000007
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=4 2 3 6 5 8 7 -2 9 12 14 -12 15 -14 -11 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 10 11 -13 13 -15 -16 -17
leaf_value=0.00084363956120436735 0.64225863453219911 2.1488169652765445 -1.2250480276481672 0.97708665752410895 -0.66278921455144879 -0.49380878086025654 -0.35670769895826071 -0.028160563300295576 0.45653940248489377 -0.40462245364910565 -0.0056149326963424685 0.59875441565855658 -0.074248898001922956 1.7222503821055093 0.14627010707197519 -0.11741611061001342
leaf_weight=101607 34 22 22 20 24 37 28 41 35 271 625 55 87 24 29 553
leaf_count=101607 34 22 22 20 24 37 28 41 35 271 625 55 87 24 29 553
internal_value=0 0.302749 0.0226557 0.245822 -0.000372771 -0.000218904 0.103829 0.275763 -4.20859e-05 -0.000196858 -0.0775395 0.0426408 0.000544269 0.314183 -0.340035 0.00020349
internal_weight=0 167 145 123 103347 103323 103 75 103286 103251 980 680 102271 111 300 102160
internal_count=103514 167 145 123 103347 103323 103 75 103286 103251 980 680 102271 111 300 102160
cat_boundaries=0 1
cat_threshold=201
is_linear=0
shrinkage=0.01


Tree=717
num_leaves=22
num_cat=2
split_feature=2 12 6 25 10 6 4 10 4 2 1 12 16 6 25 4 2 2 4 2 5
split_gain=150148 846325 395712 127179 205667 194400 358574 134452 155116 185531 125175 98474.8 97605.8 92526.6 87958.6 81836.1 79530.7 60591.2 59435.8 29194 17232.7
threshold=883.10000000000014 144.54600000000002 123.18250000000002 0 522.5150000000001 665.85000000000014 4.402000000000001 426.12125000000009 767.98765000000014 364.96250000000003 315.7462000000001 1078.0535000000002 1107.6734000000001 1424.6500000000003 1 1468.3681000000001 130.34875000000002 1439.8675000000001 48.388837500000008 1070.9310000000003 6.5747500000000008
decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=3 2 10 4 5 7 -7 8 9 -1 17 12 13 14 -5 -16 18 19 -6 -2 -10
right_child=1 -3 -4 11 16 6 -8 -9 20 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.059709032424728962 0.055631022953218034 2.1273287044871938 -1.2127975470369512 0.20383799350261689 -0.51690135942565074 -0.25440735787153246 1.231234120166663 0.69531212866306302 -0.44562142140156519 0.3328327902094011 0.967315845489502 0.51096678628733283 0.62656622543334961 -0.64679687976837164 0.0012129963948580066 0.59777994072955587 -0.11454239972706499 -0.2280904488099946 -1.1968120441436767 0.47428184813923308 -0.80995370244979858
leaf_weight=4153 31 22 22 205 36 32 33 24 37 124 20 38 25 22 98526 23 29 36 20 36 20
leaf_count=4153 31 22 22 205 36 32 33 24 37 124 20 38 25 22 98526 23 29 36 20 36 20
internal_value=0 0.299721 0.0224291 -0.000369043 -0.0522525 -0.0430048 0.499841 -0.0511014 -0.0552348 -0.0483283 0.243364 0.00200242 0.00180687 0.00164874 0.0017932 0.00135209 -0.539605 0.102791 -0.759727 0.280578 -0.573457
internal_weight=0 167 145 103347 4508 4423 65 4358 4334 4277 123 98839 98801 98776 98754 98549 85 103 56 67 57
internal_count=103514 167 145 103347 4508 4423 65 4358 4334 4277 123 98839 98801 98776 98754 98549 85 103 56 67 57
cat_boundaries=0 6 11
cat_threshold=1073774848 545259648 4224 269516832 1090519040 8 0 0 0 131072 32
is_linear=0
shrinkage=0.01


Tree=718
num_leaves=22
num_cat=2
split_feature=2 12 6 25 4 20 20 4 2 6 5 1 12 16 6 25 4 0 26 6 26
split_gain=147160 829483 387837 124649 173599 136252 201972 347910 145994 452140 206696 122684 96515.1 95663.4 90685.4 86289.8 80207.5 79904.1 81965.3 72402.7 21085.2
threshold=883.10000000000014 144.54600000000002 123.18250000000002 0 1468.3681000000001 221.50425000000001 38.945000000000007 76.50500000000001 472.9221300000001 52.247500000000009 552.55750000000012 315.7462000000001 1078.0535000000002 1107.6734000000001 1424.6500000000003 1 1468.3681000000001 2.5072500000000004 2022.5000000000002 85.762625000000014 2022.5000000000002
decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=3 2 11 4 5 6 8 -8 10 -10 -1 17 13 14 15 20 -17 18 -2 -7 -5
right_child=1 -3 -4 12 -6 19 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.067825206267190949 0.63497050062698479 2.1060554764487525 -1.200669588175687 0.31465531677302749 -0.98143782997131357 -0.22526427849479344 -0.05940171046690508 1.6120711715221405 0.93707522414348743 -0.46565223693847657 0.44215630955166291 0.95764264202117921 0.50585712477564815 0.62030060005187992 -0.64032890796661379 0.0012008663961774063 0.59180214342863668 -0.35408245989254544 -0.029100221075662753 -1.0479477523565293 0.11179914246958036
leaf_weight=4217 34 22 22 101 20 23 33 20 54 40 81 20 38 25 22 98526 23 28 41 20 104
leaf_count=4217 34 22 22 101 20 23 33 20 54 40 81 20 38 25 22 98526 23 28 41 20 104
internal_value=0 0.296724 0.0222048 -0.000365155 -0.0517299 -0.0477021 -0.0422828 0.571343 -0.0496877 0.34017 -0.0582141 0.24093 0.0019826 0.00178901 0.00163246 0.00177548 0.00133857 0.101763 0.271945 -0.607908 0.201894
internal_weight=0 167 145 103347 4508 4488 4445 53 4392 94 4298 123 98839 98801 98776 98754 98549 103 75 43 205
internal_count=103514 167 145 103347 4508 4488 4445 53 4392 94 4298 123 98839 98801 98776 98754 98549 103 75 43 205
cat_boundaries=0 6 11
cat_threshold=1073774848 545259648 4224 269516832 1090519040 8 0 0 0 131072 32
is_linear=0
shrinkage=0.01


Tree=719
num_leaves=24
num_cat=2
split_feature=2 12 6 25 4 18 6 4 2 8 2 0 3 5 12 25 3 26 6 4 3 26 26
split_gain=144231 812976 380119 122168 170144 127212 230122 447875 200437 618599 171865 104112 102471 248598 139234 89876.2 84937.2 132222 71279.8 78672.3 62242.1 40155.8 9615.07
threshold=883.10000000000014 144.54600000000002 123.18250000000002 0 1468.3681000000001 422.53750000000008 665.85000000000014 4.402000000000001 414.53600000000012 4.4150000000000009 52.962600000000009 131.25500000000002 888.10000000000014 43.095000000000006 1078.0535000000002 1 8.3370000000000015 2022.5000000000002 1424.6500000000003 1468.3681000000001 1449.0631000000001 2022.5000000000002 2022.5000000000002
decision_type=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=3 2 11 4 5 6 8 -8 10 -10 -1 16 14 20 15 21 17 -2 19 -17 22 -5 -14
right_child=1 -3 -4 12 -6 -7 7 -9 9 -11 -12 -13 13 -15 -16 18 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.038894099714404343 0.71577511257259174 2.0849949073791505 -1.1886628903042187 0.36193404387454597 -0.97162346076965334 -0.63928348580996197 -0.27538675031354354 1.4385779707431794 0.92063241504132753 -0.63038734412193298 -0.23686705333856686 0.73971966897287678 0.38015541858673096 1.2357171597688095 0.62343873160580798 0.00096243535564801514 -0.45663987512173865 -0.16203545776573389 -0.59595316171646118 0.58588411828745968 -0.38887913081956949 0.081748361178090645 0.093510753458196469
leaf_weight=3783 32 22 22 98 20 36 31 30 72 40 496 31 25 23 36 98462 23 37 20 23 23 107 22
leaf_count=3783 32 22 22 98 20 36 31 30 72 40 496 31 25 23 36 98462 23 37 20 23 23 107 22
internal_value=0 0.293757 0.0219828 -0.000361504 -0.0512126 -0.0472251 -0.0424376 0.567547 -0.0509115 0.366697 -0.0618421 0.238521 0.00196278 0.333746 0.0016505 0.00142373 0.0696389 0.245065 0.000977715 0.00109904 0.0373843 0.205659 0.245981
internal_weight=0 167 145 103347 4508 4488 4452 61 4391 112 4279 123 98839 93 98746 98710 92 69 98505 98485 70 205 47
internal_count=103514 167 145 103347 4508 4488 4452 61 4391 112 4279 123 98839 93 98746 98710 92 69 98505 98485 70 205 47
cat_boundaries=0 6 11
cat_threshold=1073774848 545259648 4224 269516832 1090519040 8 0 0 0 131072 32
is_linear=0
shrinkage=0.01


Tree=720
num_leaves=30
num_cat=7
split_feature=3 25 8 3 4 22 25 24 9 25 9 18 25 24 5 8 5 4 0 25 26 0 4 3 3 5 4 3 6
split_gain=205420 244345 268649 196836 156712 111511 88999 163304 198549 104058 84462.9 81267.7 64483.6 369670 430680 366403 193668 156926 125102 64319.2 35581.6 31779.2 30162.2 25116.4 63457 24314.8 10185.8 3581.53 1335.8
threshold=670.0675 0 312.32500000000005 1449.0631000000001 343.82250000000005 550.81750000000011 1 2 367.7580000000001 3 27.223000000000003 1129.6950200000003 4 5 174.76450000000003 20.721250000000001 1083.8250000000003 23.534500000000001 1438.4900000000002 6 2022.5000000000002 166.61000000000004 1.8950000000000002 1077.3535000000002 888.10000000000014 174.76450000000003 165.05000000000004 764.58775000000003 8.2285615000000014
decision_type=2 9 2 2 2 2 9 1 2 9 2 2 9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=5 2 4 23 10 6 7 8 19 22 -2 12 13 15 -15 -8 18 -18 -14 20 -1 26 28 24 27 -21 -11 -3 -9
right_child=1 3 -4 -5 -6 -7 11 9 -10 21 -12 -13 16 14 -16 -17 17 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.32099486952242645 -0.42291823886689683 -0.33293876647949222 0.13584208220243454 0.84430291891098019 -1.6441142214899478 0.61041727352142328 0.198420558059759 -0.2740463268553438 1.0113990345001223 -0.06238620266108446 -1.2124857873916626 0.63941204619407654 -1.7512779889173455e-05 -0.0042395460475722589 -0.51672591762542719 -0.19457816177520201 0.18537629323847152 1.3016988868713377 -0.68080437978108721 -0.020811832105871248 0.037205778935376341 -0.41917596781695332 -0.68000252127647398 -0.39356346807172221 0.32997038841247561 -0.35736234058033339 -0.25358790956694505 -0.17655071571469308 -0.35851463794708255
leaf_weight=92 42 27 32 24 23 30 1689 293 20 710 20 20 96241 2604 175 276 34 20 27 886 85 27 20 31 28 22 29 32 20
leaf_count=92 42 27 32 24 23 30 1689 293 20 710 20 20 96241 2604 175 276 34 20 27 886 85 27 20 31 28 22 29 32 20
internal_value=0 -0.281147 -0.59433 0.0175198 -0.93914 0.000831602 0.000654551 -0.0620647 0.0238751 -0.14791 -0.677617 0.00202797 0.00190204 0.0378548 -0.0363811 0.142496 0.000127368 0.598829 -0.000208451 0.00589195 0.174834 -0.0811418 -0.294653 -0.149155 -0.0620667 -0.0286506 -0.0698894 -0.248118 -0.279444
internal_weight=0 259 117 142 85 103320 103290 2204 1105 1099 62 101086 101066 4744 2779 1965 96322 54 96268 1085 177 766 333 118 87 908 739 59 313
internal_count=103579 259 117 142 85 103320 103290 2204 1105 1099 62 101086 101066 4744 2779 1965 96322 54 96268 1085 177 766 333 118 87 908 739 59 313
cat_boundaries=0 4 9 10 15 21 22 24
cat_threshold=1081344 0 512 33554432 0 536870914 256 201335042 279570 3111 0 536870914 0 256 262144 1073774592 49280 4098 2228256 536870944 1056 1640 0 536870914
is_linear=0
shrinkage=0.01


Tree=721
num_leaves=25
num_cat=5
split_feature=3 2 13 8 11 12 12 25 24 22 1 25 1 25 24 0 1 4 9 0 3 26 11 26
split_gain=201332 326655 590445 169170 127578 104054 254056 146969 212320 100349 96863.2 81024.6 79433.3 78632.4 381557 185983 54883.5 45876.2 41424.9 35474.1 27363.5 12260.8 10355.5 4012.6
threshold=670.0675 198.78000000000003 22.743000000000006 282.78975000000008 1092.2834 1078.0535000000002 1392.9450000000004 0 1 524.87500000000011 5.0070000000000006 2 169.65250000000003 3 4 1438.4900000000002 2.4436500000000003 223.58100000000002 16.931850000000001 166.61000000000004 1449.0631000000001 2022.5000000000002 1439.8675000000001 2022.5000000000002
decision_type=2 2 2 2 2 2 2 9 1 2 2 9 2 9 1 2 2 2 2 2 2 2 2 2
left_child=4 2 12 10 5 7 -7 8 11 13 -3 23 16 14 -9 -15 18 19 20 -10 -2 -13 -6 -1
right_child=1 3 -4 -5 22 6 -8 9 17 -11 -12 21 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.35720939908176663 -0.24952148790712708 -0.63350305461883549 1.5641517786979677 -0.10302925098510017 0.33544490353266398 1.0529079954226812 -0.32746068805456163 0.14761528674652755 -0.21001737931647835 -0.57686323980490362 -1.5319424203236898 0.043257029226848057 -0.79941910204680067 -0.00013016470385285414 -0.034260767038318159 -0.84600869325491102 0.28122729716093647 -0.7136769218444825 0.16481314706802369 -0.62913032985868911 -0.65459467978704544 -0.14966817119717599 0.6004486505738621 0.24337906197706857
leaf_weight=64 81 20 20 21 30 30 24 1964 527 30 30 56 23 97588 2771 26 23 20 20 21 21 80 29 60
leaf_count=64 81 20 20 21 30 30 24 1964 527 30 30 56 23 97588 2771 26 23 20 20 21 21 80 29 60
internal_value=0 -0.278335 -0.0600896 -0.856225 0.000823286 0.00055767 0.439411 0.000328053 -0.131565 0.00140746 -1.17257 0.103382 -0.253452 0.0015771 0.0413305 -0.000355432 -0.16685 -0.239039 -0.251323 -0.226078 -0.332919 -0.0654182 0.465701 0.279583
internal_weight=0 259 188 71 103320 103261 54 103207 828 102379 50 260 168 102349 4735 97614 145 568 122 548 102 136 59 124
internal_count=103579 259 188 71 103320 103261 54 103207 828 102379 50 260 168 102349 4735 97614 145 568 122 548 102 136 59 124
cat_boundaries=0 5 6 11 17 18
cat_threshold=0 536870912 0 134217984 279568 2083 0 536870912 0 0 16 1073774848 49280 4098 2228256 536870944 1056 1640
is_linear=0
shrinkage=0.01


Tree=722
num_leaves=22
num_cat=2
split_feature=3 2 13 8 11 10 25 22 1 18 1 25 5 5 2 1 4 0 9 8 3
split_gain=197326 320155 578696 165803 125040 481212 100097 98323.8 94935.6 79588.3 77852.6 71773.1 236267 156820 54716.5 53791.3 50348 54039.7 40600.6 34393.9 26818.9
threshold=670.0675 198.78000000000003 22.743000000000006 282.78975000000008 1092.2834 130.02000000000001 0 524.87500000000011 5.0070000000000006 1129.6950200000003 169.65250000000003 1 171.08800000000002 1083.8250000000003 23.812550000000002 2.4436500000000003 223.58100000000002 144.67100000000002 16.931850000000001 267.72500000000008 1449.0631000000001
decision_type=2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=4 2 10 8 6 -6 14 9 -3 11 15 12 -8 -13 16 18 17 19 20 -1 -2
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.047423524008485263 -0.24702627688278386 -0.62716801929473875 1.5485102667808535 -0.10199894757497878 -0.18568897644678753 1.7221731538772582 0.059603507331306468 -0.57109459960460662 -1.5166230068206787 0.63224469566345209 -0.79142490967460311 -0.00079251078280906991 -0.20654216787326371 0.5238813176071434 -0.51270027119772776 0.27841501609138819 -0.57434249271046034 -0.52258827492042825 0.16316502189636231 -0.47034464025497436 -0.64804874283926828
leaf_weight=499 81 20 20 21 39 20 4387 30 30 20 23 97803 361 57 35 23 22 27 20 20 21
leaf_count=499 81 20 20 21 39 20 4387 30 30 20 23 97803 361 57 35 23 22 27 20 20 21
internal_value=0 -0.275552 -0.0594887 -0.847662 0.000815163 0.461044 0.000552203 0.0013128 -1.16084 0.00148025 -0.250917 0.0013573 0.0392852 -0.000486857 -0.126853 -0.165181 -0.105311 -0.0864123 -0.24881 -0.0637211 -0.32959
internal_weight=0 259 188 71 103320 59 103261 102658 50 102628 168 102608 4748 97860 603 145 568 546 122 519 102
internal_count=103579 259 188 71 103320 59 103261 102658 50 102628 168 102608 4748 97860 603 145 568 546 122 519 102
cat_boundaries=0 5 11
cat_threshold=0 536870912 0 134217984 16402 1073774848 49280 4098 2228256 536870944 1056
is_linear=0
shrinkage=0.01


Tree=723
num_leaves=22
num_cat=5
split_feature=3 2 14 14 11 5 12 12 16 25 24 25 25 24 0 9 5 7 0 3 4
split_gain=193399 313784 280387 136294 122551 118999 101984 248983 150071 135820 202747 79599 74898.9 381684 182313 71919.5 88138.4 67941.2 40424.9 26777.7 19974.1
threshold=670.0675 198.78000000000003 36.721200000000003 43.061500000000009 1092.2834 102.37750000000001 1078.0535000000002 1392.9450000000004 925.3130000000001 0 1 2 3 4 1438.4900000000002 96.823000000000008 96.745000000000019 10.187500000000002 193.54350000000002 1449.0631000000001 87.012500000000017
decision_type=2 2 2 2 2 2 2 2 2 9 1 9 9 1 2 2 2 2 2 2 2
left_child=4 2 15 5 6 -3 8 -8 9 10 11 -1 13 -11 -14 16 19 -6 -12 20 -2
right_child=1 3 -4 -5 17 -7 7 -9 -10 12 18 -13 14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.2776579173287349 -0.21994876805104707 -0.95280326750970656 1.0019280294938522 -1.5388345079421999 0.21342404897396383 0.036570092082023622 1.0423537914355596 -0.32416342536608378 -0.57072933313639274 0.14682023024661839 -0.21961649666120717 -0.064341375533848597 -5.0676972753959686e-05 -0.035231370160903684 -0.83754068823961103 -0.71849196641341495 0.46622375488281254 0.93030194664001475 -0.67735936737060543 -0.51338229370117194 0.13523030853271484
leaf_weight=124 76 31 22 20 39 20 30 24 46 1961 546 136 97582 2766 26 23 22 20 20 25 20
leaf_count=124 76 31 22 20 39 20 30 24 46 1961 546 136 97582 2766 26 23 22 20 20 25 20
internal_value=0 -0.272796 -0.0588938 -0.839186 0.000807011 -0.564814 0.000546681 0.435013 0.00031936 0.000573993 -0.12637 0.103009 0.00161082 0.0404434 -0.000273732 -0.199485 -0.116008 0.456434 -0.231698 -0.221868 -0.145953
internal_weight=0 259 188 71 103320 51 103261 54 103207 103161 826 260 102335 4727 97608 166 143 59 566 121 96
internal_count=103579 259 188 71 103320 51 103261 54 103207 103161 826 260 102335 4727 97608 166 143 59 566 121 96
cat_boundaries=0 5 6 11 17 18
cat_threshold=0 536870912 0 134217984 279568 2083 0 536870912 0 0 16 1073774848 49280 4098 2228256 536870944 1056 1640
is_linear=0
shrinkage=0.01


Tree=724
num_leaves=18
num_cat=0
split_feature=3 2 14 8 11 12 12 16 1 22 18 15 6 4 1 3 11
split_gain=189551 307540 274807 161913 120112 99954.5 244028 147085 93105.9 71920.4 71059.9 69537.3 67132.5 118079 23746.2 11079.1 9989
threshold=670.0675 198.78000000000003 36.721200000000003 282.78975000000008 1092.2834 1078.0535000000002 1392.9450000000004 925.3130000000001 5.0070000000000006 524.87500000000011 1129.6950200000003 121.015 169.57550000000003 60.364000000000011 2.4436500000000003 1077.3535000000002 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 8 5 7 -7 9 -3 10 11 -1 13 14 15 -2 -6
right_child=1 3 -4 -5 16 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00021466527316964557 -0.26986350472156817 -0.61177164554595953 0.99190870978615509 -0.093929744334447951 0.32393887797991433 1.031930273850759 -0.32092178861300147 -0.5650220452961715 -1.4926136506398517 -0.50617472427231924 0.58235176199958438 0.084638792440094618 -0.72591896238781162 0.35789377262717798 0.019687998294830322 -0.4999951136452811 0.58421089501216494
leaf_weight=102137 52 20 22 21 30 30 24 46 30 28 21 975 21 38 20 35 29
leaf_count=102137 52 20 22 21 30 30 24 46 30 28 21 975 21 38 20 35 29
internal_value=0 -0.270068 -0.0583049 -0.830794 0.000799256 0.000541529 0.430663 0.000316481 -1.14028 0.000568568 0.000706146 0.000587687 -0.19749 -0.120959 -0.291018 -0.362445 0.451869
internal_weight=0 259 188 71 103320 103261 54 103207 50 103161 103133 103112 166 145 107 87 59
internal_count=103579 259 188 71 103320 103261 54 103207 50 103161 103133 103112 166 145 107 87 59
is_linear=0
shrinkage=0.01


Tree=725
num_leaves=42
num_cat=6
split_feature=3 19 8 4 7 4 25 7 26 6 3 2 4 6 25 24 26 24 25 3 8 7 9 4 14 6 25 12 10 6 26 10 7 13 8 10 26 15 26 26 26
split_gain=226256 196523 238895 153322 135391 678013 381476 454916 599501 317348 203826 151979 154397 173708 144108 679110 182429 128447 155018 113268 284091 152057 112096 154308 104551 178995 86412.1 505780 149919 138998 396067 87113 72064 52821 52638.5 50525.7 42801.7 19772.6 17498.1 14461.7 7263.88
threshold=670.0675 18.513000000000002 267.72500000000008 521.79500000000019 138.14056700000003 891.77550000000008 0 156.52200000000002 2022.5000000000002 606.07650000000001 335.00670000000008 117.51455000000003 223.58100000000002 106.96900000000001 1 2 2022.5000000000002 3 4 7.7340000000000009 21.000235000000004 303.79500000000007 136.71864000000002 60.364000000000011 522.5150000000001 160.46250000000003 5 483.25025000000005 796.68750000000011 665.85000000000014 2022.5000000000002 796.68750000000011 148.37805150000003 278.25000000000006 248.12265000000002 116.26500000000001 2022.5000000000002 15.062500000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 1 2 1 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 22 14 6 7 8 -6 10 -9 12 34 -14 15 16 -1 18 36 20 -13 -21 23 38 26 33 27 28 -16 31 -31 -28 -10 37 -8 -11 -17 -26 -2 -20 -19
right_child=1 -3 -4 -5 5 -7 11 9 32 35 -12 19 13 -15 24 17 -18 40 39 21 -22 -23 -24 -25 25 -27 29 -29 -30 30 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42
leaf_value=0.29156992010367933 -0.19900917576205346 -1.2227065735771543 0.60514096037034071 -1.1683462629318238 2.4942501308918001 1.7573535815874735 -0.018347923262745782 0.1724745365429117 0.81204723024368297 -1.047233406305313 0.8532007839282354 -0.51834116956922738 0.08564802821089583 1.1871294195001776 -0.028642907845901209 0.45676555407047276 0.81937975066048763 -0.18960396497304202 -0.32093592142654681 -0.17513688887868609 0.82888774871826176 -1.0312391375332344 -0.93551494825453985 0.41930809656778972 -0.09692195454665592 -1.1298504100527083 0.0019643443715582605 1.2724163223107656 0.83776609230041499 1.4067759322678601 -0.059439247754113432 -0.40357823432054163 -0.026690762610662555 -0.57466704232352128 -0.29974188453122363 -0.33641883996129041 0.11816950699261257 0.25960240090638403 -0.43129192205036393 -0.092195166721940044 -0.29595213186173214
leaf_weight=129 62 21 31 20 20 24 744 526 20 20 48 45 41 22 14000 80 133 131 59 42 24 41 21 36 70 21 86510 30 20 27 58 53 21 21 73 20 70 20 68 52 126
leaf_count=129 62 21 31 20 20 24 744 526 20 20 48 45 41 22 14000 80 133 131 59 42 24 41 21 36 70 21 86510 30 20 27 58 53 21 21 73 20 70 20 68 52 126
internal_value=0 -0.295373 -0.213549 -0.336155 0.000560655 0.0882565 0.0647894 0.247544 1.07484 0.169385 0.229399 -0.0565952 -0.00670863 0.470292 -0.000933307 0.133602 0.538934 -0.0777355 0.0777998 -0.349136 -0.0497398 -0.598031 -0.24715 -0.160068 -0.0019871 -0.283238 -0.00161862 -0.024614 -0.0274069 0.00211269 0.4063 0.00171604 0.38245 -0.123068 -0.0434908 -0.691826 0.280082 -0.0176943 -0.320511 -0.19611 -0.232689
internal_weight=0 259 238 207 103341 1731 1707 675 61 614 574 1032 880 63 101610 780 262 518 261 152 69 83 187 166 100830 132 100698 14050 14020 86648 85 86563 41 111 817 40 150 90 130 111 257
internal_count=103600 259 238 207 103341 1731 1707 675 61 614 574 1032 880 63 101610 780 262 518 261 152 69 83 187 166 100830 132 100698 14050 14020 86648 85 86563 41 111 817 40 150 90 130 111 257
cat_boundaries=0 6 11 12 13 15 21
cat_threshold=1164292 147488 8 32768 8196 8192 1073741824 536870912 4096 131360 32 1098 2433 1073741824 536870912 739246082 201549824 642777098 35667977 71045120 130
is_linear=0
shrinkage=0.01


Tree=726
num_leaves=34
num_cat=0
split_feature=3 4 13 1 7 17 10 7 0 14 6 0 13 4 5 0 1 4 5 1 5 3 4 5 6 1 8 4 13 3 11 12 14
split_gain=221754 170617 198154 171633 132697 919113 276191 228199 415295 131151 162804 124243 121804 203274 115575 110470 176518 108878 100159 126146 99772 427482 662319 212671 155391 71496.6 68099.9 46568.8 41906.8 35790.2 33782.1 23573.7 3981.52
threshold=670.0675 767.98765000000014 257.16300000000007 542.71780000000012 138.14056700000003 446.37500000000006 522.5150000000001 156.52200000000002 19.646625000000004 522.5150000000001 160.46250000000003 172.78900000000002 326.59750000000003 169.65250000000003 32.249000000000009 658.11750000000018 352.68673250000012 57.960250000000009 15.581850000000001 106.765 448.18200000000007 108.75750000000001 8.7137500000000028 483.06600000000009 1424.6500000000003 252.70150000000004 1117.4100000000001 195.82340000000002 278.25000000000006 1449.0631000000001 75.24542000000001 8.0730000000000022 808.55215250000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 9 6 7 8 17 15 28 27 13 -9 -14 20 18 -6 19 -17 24 23 -23 -22 26 30 -1 29 31 -2 -8 32 -11
right_child=1 -3 -4 -5 5 -7 25 12 -10 10 -12 -13 14 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=-0.00017573861749028451 -0.30231873655319214 -1.1348291921615601 0.73822806549072273 -1.139295621135018 0.041822290163615661 1.6465374458158339 -0.078761538629946504 0.0046584973091175728 1.3298738424976668 -0.085561116501688961 -1.1185519043604533 0.35172582452947448 0.050975534660475594 0.33709703016718595 -0.84234205428759257 -0.12144648650384719 -0.90828729271888731 0.84072794198989875 -0.7138881343603134 0.72242375838756556 0.75569841986352748 2.3227066690271552 0.082713504849058206 -0.1046815912680583 -0.73245240047060212 -1.0308773770539656 -0.40292891252608526 0.11786409741356259 -0.5689203761588959 -0.68701198823990373 -0.64071291294693955 0.22962826108932496 -0.22849981157403243
leaf_weight=100858 110 22 20 22 116 37 23 1177 39 40 21 33 28 218 30 155 32 20 24 20 33 22 33 222 29 23 42 21 21 31 20 20 38
leaf_count=100858 110 22 20 22 116 37 23 1177 39 40 21 33 28 218 30 155 32 20 24 20 33 22 33 222 29 23 42 21 21 31 20 20 38
internal_value=0 -0.292419 -0.214221 -0.302004 0.000555048 0.0873739 0.053319 0.0790284 0.420177 -0.000923974 -0.306784 -0.20754 0.0379403 0.0566095 -0.411085 -0.000501973 -0.218936 0.159308 -0.108086 -0.0250042 -3.56535e-06 0.179122 0.978711 0.0066617 -0.000553744 -0.580848 -0.000343386 -0.321465 -0.163531 -0.386897 -0.340134 -0.076662 -0.155198
internal_weight=0 259 237 217 103341 1731 1694 1628 175 101610 140 195 1453 1395 58 101470 231 136 199 175 101239 310 55 255 100929 66 100900 162 119 141 43 98 78
internal_count=103600 259 237 217 103341 1731 1694 1628 175 101610 140 195 1453 1395 58 101470 231 136 199 175 101239 310 55 255 100929 66 100900 162 119 141 43 98 78
is_linear=0
shrinkage=0.01


Tree=727
num_leaves=30
num_cat=2
split_feature=3 19 8 6 13 1 8 17 4 14 12 12 25 24 2 10 14 3 4 4 13 1 1 14 26 1 1 2 17
split_gain=217341 192458 233507 150710 138781 131783 306146 153914 1.69288e+06 176388 184439 222620 138536 557591 103811 96556.6 170872 87301 203005 86810.1 49801.6 46700.2 59570.4 44011.5 43184.8 64822.6 38788.4 22614.7 15856.8
threshold=670.0675 18.513000000000002 267.72500000000008 393.73500000000007 6.051000000000001 756.19086000000004 334.76100000000002 446.37500000000006 266.29450000000003 624.17000000000019 1078.0535000000002 1392.9450000000004 0 1 1439.8675000000001 46.354500000000002 52.647750000000009 42.010000000000005 52.298000000000009 12.906600000000003 141.12060000000005 169.65250000000003 5.8595000000000006 920.44288200000017 2022.5000000000002 1070.9310000000003 1070.9310000000003 11.831450000000002 686.30475000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 21 7 17 9 15 10 12 -12 13 -1 -14 16 28 18 24 20 23 22 -2 -11 26 -26 -7 -17 -9
right_child=1 -3 -4 -5 -6 6 -8 8 -10 19 11 -13 14 -15 -16 27 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.37560837288473314 -0.34281414479280997 -1.20718748546782 0.60088261004417176 -1.1327691881997246 0.54787785625457763 -0.15000540224711101 -1.3406735959260361 -0.014174252071163872 3.0324217662811281 -0.35822900155494958 1.3596242211081764 -0.062986695603890863 -0.00013982995462677775 -0.129575455790266 -0.52992537326103939 -0.25670561018444243 0.84638855882312936 0.33287939555304391 -1.0635180974006653 -0.80947482813807103 -0.61267332762479787 -0.67711343616247177 0.23717359406607494 0.16856402587890626 0.13647901078929073 -0.56419377969157314 0.33686228778627181 -0.72655955505371095 -0.30673355109989642
leaf_weight=433 113 21 31 21 20 30 23 44 20 29 22 22 101918 426 37 21 23 35 24 34 23 32 21 35 23 31 36 20 32
leaf_count=433 113 21 31 21 20 30 23 44 20 29 22 22 101918 426 37 21 23 35 24 34 23 32 21 35 23 31 36 20 32
internal_value=0 -0.289495 -0.208522 -0.329737 -0.239072 0.000549498 -0.25462 0.00104925 0.310964 0.000567734 0.00101662 0.648319 0.000739599 0.126467 -0.000332059 -0.0778158 0.0911899 -0.115071 -0.223948 -0.381013 -0.213568 -0.333885 -0.251921 -0.0701391 -0.0560342 -0.265759 0.115559 -0.485903 -0.137357
internal_weight=0 259 238 207 186 103341 202 103139 160 102979 102858 44 102814 859 101955 140 99 179 144 121 87 166 134 64 120 54 66 41 76
internal_count=103600 259 238 207 186 103341 202 103139 160 102979 102858 44 102814 859 101955 140 99 179 144 121 87 166 134 64 120 54 66 41 76
cat_boundaries=0 5 6
cat_threshold=1073741824 536870914 4096 131328 32 2379
is_linear=0
shrinkage=0.01


Tree=728
num_leaves=28
num_cat=4
split_feature=3 15 5 13 8 2 7 26 1 1 5 16 25 24 26 7 25 6 3 24 12 14 3 2 1 2 2
split_gain=213016 166175 260110 306312 177503 132527 1.13965e+06 205556 233126 142294 333613 141313 149155 594569 166916 129358 397171 119916 190140 117186 110774 41255.6 28584.9 21496.2 13988.8 2608.66 247.702
threshold=670.0675 16.945 616.44275000000005 13.153700000000002 15.585000000000003 883.10000000000014 329.28675000000004 2022.5000000000002 55.204000000000015 756.19086000000004 275.17750000000007 819.02500000000009 0 1 2022.5000000000002 138.14056700000003 2 214.91000000000003 42.010000000000005 3 1078.0535000000002 85.770000000000024 1077.3535000000002 13.907000000000002 5.8595000000000006 55.44250000000001 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 1 2 2 2 2 2 2 2
left_child=5 2 3 4 22 9 7 8 -7 11 17 12 13 14 -1 20 -17 18 23 -15 -14 -13 24 -11 -2 -24 -9
right_child=1 -3 -4 -5 -6 6 -8 26 -10 10 -12 21 15 19 -16 16 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28
leaf_value=0.29331131612882017 -0.31049945568216258 -0.93820527525509112 -1.2209543384205213 1.0988138701915742 0.4987143184343974 0.82988134023088678 2.5191932911872863 -0.44936113038483788 -0.39257462794964126 -0.10953177122920751 -1.463349834623791 -0.28498360053698224 -0.0017544295375865888 0.088548461129524622 0.80705841796875011 0.28200507592212559 -0.036526285559306731 -0.85101551008224496 0.85492907773880733 -0.20920693832338999 0.58669988784939053 -0.81338202424008743 -0.45668424504868527 -0.44279431169231737 -0.038325418744768414 -0.59304281473159792 -0.4899314645484642
leaf_weight=128 58 34 22 20 30 39 20 34 26 100 21 45 100510 261 125 632 1003 20 21 251 32 22 47 24 28 20 27
leaf_count=128 58 34 22 20 30 39 20 34 26 100 21 45 100510 261 125 632 1003 20 21 251 32 22 47 24 28 20 27
internal_value=0 -0.2866 -0.188135 -0.0762039 -0.204621 0.000544241 0.301616 -0.0503809 0.340899 0.000118286 -0.276223 0.000617266 0.000916075 0.139122 0.526335 -0.000132279 0.0881016 -0.125134 -0.0250119 -0.0586329 -0.00156714 -0.458488 -0.34253 -0.174034 -0.221885 -0.497388 -0.467318
internal_weight=0 259 225 203 183 103341 146 126 65 103195 186 103009 102942 765 253 102177 1635 165 145 512 100542 67 153 124 86 67 61
internal_count=103600 259 225 203 183 103341 146 126 65 103195 186 103009 102942 765 253 102177 1635 165 145 512 100542 67 153 124 86 67 61
cat_boundaries=0 5 6 12 13
cat_threshold=1073741824 536870912 4096 131360 32 1098 1164292 147488 8 0 8196 8192 2433
is_linear=0
shrinkage=0.01


Tree=729
num_leaves=30
num_cat=2
split_feature=3 19 2 7 26 1 1 5 0 25 5 3 9 1 1 9 5 5 25 9 7 10 2 0 7 3 1 2 2
split_gain=208777 187713 129890 1.11697e+06 201465 228487 139462 326974 152420 129688 106508 435796 919309 123243 113818 439750 105702 363116 87354.1 86577.5 95186.7 102326 74859.7 121773 72957.1 43419.1 13454.7 7071.86 242.773
threshold=670.0675 18.513000000000002 883.10000000000014 329.28675000000004 2022.5000000000002 55.204000000000015 756.19086000000004 275.17750000000007 354.51980000000003 0 616.44275000000005 108.75750000000001 54.765000000000008 20.721250000000001 226.32900000000004 319.79062500000009 616.44275000000005 275.17750000000007 1 4.9995000000000003 5.008 4.9525000000000015 79.975000000000023 53.937500000000007 54.009400000000007 1077.3535000000002 5.8595000000000006 55.44250000000001 1439.8675000000001
decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=2 16 6 4 5 -4 9 8 22 19 14 13 -13 -12 18 -16 17 24 -11 20 21 -1 23 -8 25 26 -2 -27 -6
right_child=1 -3 3 -5 28 -7 7 -9 -10 10 11 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30
leaf_value=0.20063795595879771 -0.29469269792912373 -1.1900417811529977 0.82158246408670377 2.4940012946128847 -0.44486752901007154 -0.38864889218257026 -0.29380890060569115 -1.4487163489205497 0.59535677490234373 -0.026189938603464715 0.12105220918357372 1.9528084341684977 -0.60661227122597072 -0.49260629993014865 0.050569134638065671 0.90631721615791327 -0.83305931886037188 1.1497356281280517 0.0016451284309922027 -0.38718180564142046 -0.37274401997074941 -0.42706503567872228 -0.74826901555061343 0.56470404529571538 0.14787944126129152 -0.60508739404678347 -0.031633965722445784 -0.38641134489150275 -0.4850321497740569
leaf_weight=681 59 21 39 20 34 26 95 21 25 12920 120 36 23 45 973 64 24 20 88056 31 33 27 25 20 35 50 29 21 27
leaf_count=681 59 21 39 20 34 26 95 21 25 12920 120 36 23 45 973 64 24 20 88056 31 33 27 25 20 35 50 29 21 27
internal_value=0 -0.283734 0.000538919 0.298599 -0.0498771 0.33749 0.000117224 -0.27346 -0.123882 0.000611214 -0.000370084 0.217446 0.955068 -0.0463092 -0.000848401 0.103383 -0.203766 -0.133191 -0.00191883 0.128901 0.152231 0.1767 -0.252318 -0.144502 -0.265451 -0.356436 -0.208003 -0.540409 -0.462645
internal_weight=0 259 103341 146 126 65 103195 186 165 103009 102237 224 59 165 102013 1037 238 214 100976 772 741 708 140 115 194 159 88 71 61
internal_count=103600 259 103341 146 126 65 103195 186 165 103009 102237 224 59 165 102013 1037 238 214 100976 772 741 708 140 115 194 159 88 71 61
cat_boundaries=0 5 11
cat_threshold=1073741824 536870912 4096 131360 32 739246146 134244480 643039872 35667977 71045120 130
is_linear=0
shrinkage=0.01


Tree=730
num_leaves=14
num_cat=2
split_feature=3 11 10 22 15 25 24 0 1 11 2 26 26
split_gain=131930 108721 444140 118125 109173 87882.6 692500 93052.8 176160 105062 21462.4 9876.24 887.553
threshold=1449.0631000000001 1092.2834 75.395000000000024 524.87500000000011 1117.4100000000001 0 1 1438.4900000000002 13.903 364.16800000000006 0.45700000000000007 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 11 9 -9 -7 -2 -1 -8
right_child=10 2 -4 -5 -6 7 12 8 -10 -11 -12 -13 -14
leaf_value=0.85309126445225303 0.67849848620096842 -0.19147537298691578 1.6414238748550414 -0.5644726625648705 -0.5499382381969028 1.194848657171228e-05 -0.3818134718952757 0.10581161085764568 -1.0307785830497742 0.16997096931975184 0.26728334361856637 0.66969719331914734 -0.32768683305143248
leaf_weight=63 30 39 20 37 36 102919 66 30 25 365 22 55 56
leaf_count=63 30 39 20 37 36 102919 66 30 25 365 22 55 56
internal_value=0 0.000697897 0.429846 0.000453621 0.000655351 0.000846716 0.188112 0.00039356 -0.41082 0.000612574 0.504523 0.707641 -0.329925
internal_weight=0 103711 59 103652 103615 103579 240 103339 55 103284 52 118 122
internal_count=103763 103711 59 103652 103615 103579 240 103339 55 103284 52 118 122
cat_boundaries=0 5 6
cat_threshold=0 0 4096 131080 32 3158
is_linear=0
shrinkage=0.01


Tree=731
num_leaves=13
num_cat=3
split_feature=3 11 4 22 15 15 24 25 25 2 15 15
split_gain=129305 106558 278753 115774 107345 161286 87510 416228 193571 21035.3 15003.6 12092
threshold=1449.0631000000001 1092.2834 3.2712500000000007 524.87500000000011 925.3130000000001 694.47569250000004 0 1 2 0.45700000000000007 819.02500000000009 1117.4100000000001
decision_type=2 2 2 2 2 2 1 9 9 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -8 -2 -7 -6
right_child=9 2 -4 -5 11 10 8 -9 -10 -11 -12 -13
leaf_value=0.59671589280738202 0.67171350924173989 -0.066680256036611707 1.3853928594589235 -0.55882794109550682 -0.24249504906790598 0.42862982034683228 0.15466749971800184 0.011557153721233247 -0.0076195137900911718 0.26461055907336151 0.7946366176151094 -0.54443885352876453
leaf_weight=112 30 39 20 37 21 24 733 34389 68279 22 21 36
leaf_count=112 30 39 20 37 21 24 733 34389 68279 22 21 36
internal_value=0 0.000690918 0.425548 0.000449084 0.000648797 0.000887593 0.000627388 0.0136291 -0.00587365 0.499478 0.599433 -0.433196
internal_weight=0 103711 59 103652 103615 103558 103513 34501 69012 52 45 57
internal_count=103763 103711 59 103652 103615 103558 103513 34501 69012 52 45 57
cat_boundaries=0 1 6 10
cat_threshold=1046 0 536870912 0 32 32 1073742080 2 128 136445952
is_linear=0
shrinkage=0.01


Tree=732
num_leaves=31
num_cat=2
split_feature=3 8 4 8 11 6 11 1 6 5 4 6 3 24 5 0 6 4 6 3 7 11 25 3 6 8 4 4 5 8
split_gain=126731 116726 230035 203357 183400 1.11328e+06 210230 278896 319394 196993 150580 223571 195653 170662 147167 127356 115450 854618 143087 127513 106058 155167 105592 81184.2 54774.1 47665.6 36909.3 16316.9 15477 11855.9
threshold=1449.0631000000001 678.89998000000014 547.82000000000005 1468.3681000000001 364.16800000000006 606.07650000000001 675.38900000000001 126.06400000000002 123.18250000000002 56.02300000000001 521.79500000000019 160.46250000000003 80.03670000000001 0 107.74675000000001 16.660407500000005 877.0150000000001 4.402000000000001 344.61250000000007 218.51700000000002 5.6990000000000007 0.8135 1 29.783499999999997 49.277762500000001 796.15000000000009 672.57974000000002 6.6462500000000011 0.45700000000000007 1117.4100000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=1 4 3 20 10 6 7 14 -9 24 16 13 -13 23 -6 -15 18 28 22 -20 25 -22 -1 -12 -8 -3 -14 -2 -18 -27
right_child=27 2 -4 -5 5 -7 9 8 -10 -11 11 12 26 15 -16 -17 17 -19 19 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.061461248784482989 0.64027892143495624 0.0043444285392761229 0.69644607792729918 -1.0368650025791593 0.22872949575029669 2.5130561275184156 0.13368349563283258 0.11875925088922182 1.7338079315185548 -0.83279199060640841 0.017880115333725424 -0.099852482602000234 -0.81834585869312293 -0.12107579206607559 -0.46794061403016785 -0.76838423365638364 -0.30087394810329049 1.7631731823285421 -0.11045385471224785 -0.60001415756921617 0.58113161462726015 -0.50307734749533917 -0.00029496780710504343 0.56914972058751367 -0.44091498931248985 -0.45812268065243233 -1.4057315712389737 0.27926006975628082 0.02102224200963974 -0.75031066477298736
leaf_weight=2838 31 20 23 36 168 20 79 24 25 38 68 32 20 110 37 42 59 30 375 62 33 22 99380 44 21 41 23 21 20 21
leaf_count=2838 31 20 23 36 168 20 79 24 25 38 68 32 20 110 37 42 59 30 375 62 33 22 99380 44 21 41 23 21 20 21
internal_value=0 0.000684737 -0.243122 -0.368036 0.00114637 0.211711 0.0942956 0.264993 0.942764 -0.219886 0.000304955 -0.210106 -0.69192 -0.0732274 0.102989 -0.281423 0.000999064 0.326276 0.000653682 -0.179911 -0.192285 0.147448 0.00142563 0.215233 0.0130178 -0.420154 -1.13253 0.494483 -0.219381 -0.55709
internal_weight=0 103711 196 173 103515 412 392 254 49 138 103103 339 75 264 205 152 102764 109 102655 437 137 55 102218 112 100 82 43 52 79 62
internal_count=103763 103711 196 173 103515 412 392 254 49 138 103103 339 75 264 205 152 102764 109 102655 437 137 55 102218 112 100 82 43 52 79 62
cat_boundaries=0 1 6
cat_threshold=1441 0 536920194 4232 131112 32
is_linear=0
shrinkage=0.01


Tree=733
num_leaves=26
num_cat=0
split_feature=8 4 8 9 2 12 5 26 11 2 14 12 0 11 2 8 5 9 9 8 0 2 8 8 2
split_gain=108705 235820 199310 215001 182640 981510 188562 146543 124436 112856 369933 228725 245703 116571 303472 224019 170769 93539.2 171568 105513 84640.6 74913.3 47196.7 25758.6 1040.48
threshold=678.89998000000014 547.82000000000005 1468.3681000000001 273.79200000000003 883.10000000000014 85.888000000000019 130.89900000000003 2022.5000000000002 1439.8675000000001 542.8678000000001 153.58769000000004 8.1130000000000013 413.70875000000007 364.16800000000006 117.51455000000003 11.043000000000001 60.717500000000008 617.48075000000006 553.21400000000006 190.60000000000002 131.25500000000002 1439.8675000000001 1117.4100000000001 796.15000000000009 1439.8675000000001
decision_type=2 2 2 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 8 6 7 21 9 13 11 12 -11 17 16 -16 -15 18 -1 -19 22 -6 23 -2 -9
right_child=1 -3 -4 -5 5 -7 -8 24 -10 10 -12 -13 -14 14 15 -17 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.001041539079374068 -0.0096100789850408382 0.67467861213684088 -1.0264963526195952 -1.1214259538196383 0.80197615723860893 2.3009538112987173 -0.78169595638910938 -0.1573200551348348 -0.70456744012832651 -0.081893103310040072 -1.5244283300638199 0.75786640056857357 -1.2187008632313121 0.15980801911387396 1.45700453213283 0.32251622409924219 -0.43588263918141851 -0.1124797767135062 0.82955783214569101 -0.75397931195795542 0.53655096205798058 0.045863096892833709 0.20988926702393937 -0.42564062975023109 -0.24983369219303134
leaf_weight=102627 22 25 36 21 38 22 24 31 25 140 20 27 22 228 28 46 61 129 25 32 22 20 26 46 20
leaf_count=102627 22 25 36 21 38 22 24 31 25 140 20 27 22 228 28 46 61 129 25 32 22 20 26 46 20
internal_value=0 -0.233164 -0.364355 -0.190362 0.00137047 0.344381 0.0207373 0.19742 0.000856341 0.00102692 -0.231113 -0.0942543 -0.236274 0.00149716 0.180384 0.751782 0.034074 0.000865569 0.00124332 -0.239983 -0.0218073 0.541248 -0.152487 -0.291043 -0.1936
internal_weight=0 198 173 137 103565 155 133 109 103410 103385 209 189 162 103176 363 74 289 102813 102652 161 116 58 94 68 51
internal_count=103763 198 173 137 103565 155 133 109 103410 103385 209 189 162 103176 363 74 289 102813 102652 161 116 58 94 68 51
is_linear=0
shrinkage=0.01


Tree=734
num_leaves=30
num_cat=2
split_feature=3 8 11 6 11 2 7 6 11 7 9 6 9 16 6 10 25 24 6 26 6 1 11 15 8 13 2 26 26
split_gain=124434 112108 177516 1.09027e+06 205071 344965 362804 173862 159072 155223 184761 168228 155176 119805 153648 115136 104351 675045 112821 431346 149622 99684.1 92153.8 133807 40534.7 39530.4 20279.3 10995.8 2074.78
threshold=1449.0631000000001 678.89998000000014 364.16800000000006 606.07650000000001 675.38900000000001 117.51455000000003 194.48100000000002 65.306500000000014 54.0745 9.2450000000000028 14.958500000000001 2.4457895000000005 36.905775000000013 352.21000000000004 393.73500000000007 362.00600000000003 0 1 877.0150000000001 2022.5000000000002 393.73500000000007 169.65250000000003 52.741000000000007 38.081000000000003 1117.4100000000001 124.10750000000003 0.45700000000000007 2022.5000000000002 2022.5000000000002
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=1 2 13 4 5 15 -7 12 9 10 24 -11 -6 16 22 -4 17 27 20 -20 -18 -10 25 -24 -3 -15 -2 -1 -19
right_child=26 8 3 -5 7 6 -8 -9 21 11 -12 -13 -14 14 -16 -17 18 28 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.87525975073537521 0.6590829512278239 -0.30787615207785907 0.15388449946249075 2.4857178882360458 -0.21323547661500541 1.8194329560720004 0.19264197185121734 -0.78373942197897495 -0.35713277487919248 1.0379667247425426 0.56311198997497558 -0.16102780990600585 0.7242379510920981 -0.17872071260631814 -1.0312469012396677 -0.5984505729053331 0.00070666578370132832 -0.37945579427661313 1.1473910369277001 -0.1613096303185996 -0.21097663303853861 -1.2748250055313111 -0.39890602565947036 0.62219618645581332 -0.76033714450688816 -0.56295539014041429 0.2593626308441162 0.68007286778202769 -0.29499524913728237
leaf_weight=62 30 44 176 20 76 26 29 39 29 22 20 25 23 164 21 23 102155 66 40 68 335 20 21 33 36 32 22 54 52
leaf_count=62 30 44 176 20 76 26 29 39 29 22 20 25 23 164 21 23 102155 66 40 68 335 20 21 33 36 32 22 54 52
internal_value=0 0.000668498 0.00112091 0.20828 0.092084 0.260674 0.96167 -0.218219 -0.238266 -0.0737883 -0.296564 0.400204 0.00456138 0.000293101 -0.209688 0.0669312 0.000846478 0.207402 0.000355127 0.323394 1.47553e-05 -0.731701 -0.140677 0.225101 -0.511484 -0.241453 0.489971 0.722143 -0.315499
internal_weight=0 103711 103515 412 392 254 55 138 196 147 100 47 99 103103 271 199 102832 234 102598 108 102490 49 250 54 80 196 52 116 118
internal_count=103763 103711 103515 412 392 254 55 138 196 147 100 47 99 103103 271 199 102832 234 102598 108 102490 49 250 54 80 196 52 116 118
cat_boundaries=0 5 6
cat_threshold=0 0 4096 131080 32 3158
is_linear=0
shrinkage=0.01


Tree=735
num_leaves=18
num_cat=0
split_feature=11 18 0 2 0 1 1 2 8 10 5 10 7 1 5 6 0
split_gain=175625 160274 109356 364718 101502 114178 106491 98238.3 81597.5 80578.4 275228 151933 152951 144948 72645.6 42720 12531.9
threshold=1439.8675000000001 819.02500000000009 883.10000000000014 383.96180000000004 1077.3535000000002 13.903 7.7340000000000009 6.9336000000000011 1117.4100000000001 901.21050000000014 171.08800000000002 556.40500000000009 148.37805150000003 15.581850000000001 779.2410000000001 11.217000000000001 1438.4900000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 6 16 -4 -3 9 11 13 14 -13 -11 -1 -10 -6
right_child=-2 7 3 -5 5 -7 -8 -9 15 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0020508195282110285 0.82347317677277787 -0.21870586596216474 -0.66815032497529059 1.3442415857315064 0.60477547400338316 -0.26701725125312809 0.26778511238098146 -1.0972683992385865 -0.53007489521395079 0.2649772726814702 1.2187511253356933 -0.1288758949674666 -0.93799587509848847 -0.71671346332345698 -0.20731280814811409 0.0017430220479550569 0.3352128278507906
leaf_weight=102725 26 35 31 26 35 30 20 20 44 53 24 80 33 21 166 23 34
leaf_count=102725 26 35 31 26 35 30 20 20 44 53 24 80 33 21 166 23 34
internal_value=0 0.00149419 0.00178141 0.250836 0.0613127 0.248019 -0.301117 -0.538183 0.00135653 0.00158324 0.288192 0.00131056 -0.365168 -0.0136106 0.00171304 -0.347511 0.471948
internal_weight=0 103400 103345 176 150 99 51 55 103169 103102 98 103004 113 74 102891 67 69
internal_count=103426 103400 103345 176 150 99 51 55 103169 103102 98 103004 113 74 102891 67 69
is_linear=0
shrinkage=0.01


Tree=736
num_leaves=19
num_cat=1
split_feature=18 2 7 26 0 8 1 0 1 14 25 14 1 4 0 3 26 4
split_gain=166631 176155 1.01223e+06 224859 109840 101332 98902.9 81986 176885 81404.9 83473.8 199911 189004 126528 185329 3355.67 23517.6 2597.53
threshold=819.02500000000009 883.10000000000014 329.28675000000004 2022.5000000000002 2.8222380000000005 95.715060000000008 55.204000000000015 1077.3535000000002 13.903 1092.2134000000003 0 678.01075000000003 1439.8675000000001 1085.2750000000003 883.10000000000014 0.80850000000000011 2022.5000000000002 1468.3681000000001
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=1 7 3 6 -5 -2 -3 9 15 10 11 12 -1 14 -12 16 -9 -15
right_child=5 2 -4 4 -6 -7 -8 8 -10 -11 13 -13 -14 17 -16 -17 -18 -19
leaf_value=0.018565308773932251 -0.22885637932532543 0.75689713649260693 2.3255681111595847 -0.13025458183066518 -1.0046548352241516 -1.1123321785926821 -0.014233041960617593 0.31457994120461602 -0.28269746774121335 -0.44986319208145142 -0.0028347135960948306 0.95258868492167936 0.94601380001414914 0.43948443165531864 -0.84724115885221041 0.66731062221527093 0.73224452312176047 0.58586560682816935
leaf_weight=18001 37 39 22 51 20 20 29 28 38 40 84935 23 22 27 26 20 26 22
leaf_count=18001 37 39 22 51 20 20 29 28 38 40 84935 23 22 27 26 20 26 22
internal_value=0 0.00198188 0.332501 0.0170514 -0.376565 -0.538848 0.428033 0.00146628 0.271878 0.00117252 0.00134758 0.0208748 0.0196974 -0.00279981 -0.00309312 0.55666 0.515678 0.505207
internal_weight=0 103369 161 139 71 57 68 103208 112 103096 103056 18046 18023 85010 84961 74 54 49
internal_count=103426 103369 161 139 71 57 68 103208 112 103096 103056 18046 18023 85010 84961 74 54 49
cat_boundaries=0 6
cat_threshold=1073791872 393216 594104 135405856 335832066 9256
is_linear=0
shrinkage=0.01


Tree=737
num_leaves=23
num_cat=1
split_feature=18 2 7 26 0 2 1 20 2 0 1 25 1 4 0 3 15 20 17 3 26 20
split_gain=163315 172650 992083 220384 107655 98596.1 96934.7 89617.6 114021 90051.6 155391 86070.6 171645 150558 185030 133346 34727.2 11729.9 4407.13 3288.89 23049.6 459.39
threshold=819.02500000000009 883.10000000000014 329.28675000000004 2022.5000000000002 2.8222380000000005 16.299000000000003 55.204000000000015 249.67500000000004 174.76450000000003 1077.3535000000002 13.903 0 1439.8675000000001 1085.2750000000003 748.92250000000013 1449.0631000000001 104.355 361.79250000000008 11.049000000000001 0.80850000000000011 2022.5000000000002 300.78845000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -5 -2 -3 9 16 11 19 12 15 14 -13 -1 17 21 -19 20 -11 -9
right_child=5 2 -4 4 -6 -7 -8 8 -10 10 -12 13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.019743841194705295 -0.22768119267515236 0.74932818015416458 2.3023125032945111 -0.12895204223838508 -0.99460830307006831 -1.0991491470336914 -0.014090688968526905 -0.093554049889246635 -0.83141096949577331 0.31143413816179549 -0.24261004009762324 -0.0025177031441441238 0.90455790693109694 0.56936403772105348 -0.58271998162703076 0.81708208356584822 0.18295491827419028 -0.21572682196633858 -0.37726583699385324 0.66063750267028809 0.72492206426767203 -0.031681226976215837
leaf_weight=17352 37 39 22 51 20 20 29 30 26 28 37 85413 22 46 55 21 31 57 24 20 26 20
leaf_count=17352 37 39 22 51 20 20 29 30 26 28 37 85413 22 46 55 21 31 57 24 20 26 20
internal_value=0 0.00196206 0.329176 0.0168809 -0.372799 -0.533459 0.423752 0.00145162 -0.216682 0.00184969 0.286525 0.00154263 0.0218129 -0.00258294 -0.00289107 0.0207076 -0.118021 -0.189245 -0.26359 0.551093 0.510521 -0.0688049
internal_weight=0 103369 161 139 71 57 68 103208 188 103020 111 102909 17395 85514 85468 17373 162 131 81 74 54 50
internal_count=103426 103369 161 139 71 57 68 103208 188 103020 111 102909 17395 85514 85468 17373 162 131 81 74 54 50
cat_boundaries=0 6
cat_threshold=1073775488 393216 594104 135405856 336356354 9256
is_linear=0
shrinkage=0.01


Tree=738
num_leaves=19
num_cat=1
split_feature=11 18 0 0 6 8 0 3 8 4 10 6 10 7 25 11 18 17
split_gain=171702 151944 145350 126618 301946 191095 193350 203976 80868.6 297260 86490.3 291853 150277 149812 85107.8 8161.77 6318.22 3130.09
threshold=1439.8675000000001 524.50200000000007 112.50100000000002 883.10000000000014 344.61250000000007 8.491200000000001 1077.3535000000002 31.803750000000004 1117.4100000000001 25.517800000000005 901.21050000000014 200.23362600000004 556.40500000000009 148.37805150000003 0 28.666615500000002 925.3130000000001 25.995000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2
left_child=1 3 16 8 5 6 -5 -8 10 -10 12 15 14 -14 -1 -12 17 -3
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.021865693346441731 0.81419382998576539 -0.023957266843680183 -0.96159729131062832 -0.32873582814869134 1.3967936847323463 -0.72221482981806218 0.26561552337978195 1.4125667791366578 -0.78041610765647373 0.67518156480789193 -0.074028123296224158 1.2839800096594769 -0.12744990149369606 -0.9312169442032322 -0.0023734006685203791 0.15574284293434837 -0.26539368910590805 -0.18249939858913422
leaf_weight=17434 26 33 30 38 21 23 69 20 47 20 52 23 78 33 85407 22 30 20
leaf_count=17434 26 33 30 38 21 23 69 20 47 20 52 23 78 33 85407 22 30 20
internal_value=0 0.001446 -0.365047 0.00184695 0.273734 0.116506 0.2684 0.523357 0.00139607 -0.345909 0.00162188 0.300087 0.00134067 -0.366408 0.0017376 -0.00571784 -0.149426 -0.0837845
internal_weight=0 103400 113 103287 171 150 127 89 103116 67 103049 97 102952 111 102841 74 83 53
internal_count=103426 103400 113 103287 171 150 127 89 103116 67 103049 97 102952 111 102841 74 83 53
cat_boundaries=0 6
cat_threshold=1073775488 393344 528568 135471392 336094210 9256
is_linear=0
shrinkage=0.01


Tree=739
num_leaves=13
num_cat=1
split_feature=11 19 22 2 3 1 9 8 25 4 2 9
split_gain=168285 104055 103277 97608.2 273384 137528 95067.6 90421.2 77313.9 186787 114893 6932.77
threshold=1439.8675000000001 958.81500000000017 524.87500000000011 1070.9310000000003 6.6572445000000009 7.8769000000000009 1117.4100000000001 85.676200000000009 0 1085.2750000000003 364.96250000000003 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 9 2 2 2
left_child=1 2 3 6 5 -5 8 11 10 -10 -1 -8
right_child=-2 -3 -4 4 -6 -7 7 -9 9 -11 -12 -13
leaf_value=0.017552564435156702 0.80605198025703428 -0.63111243724822996 -0.60565304636955264 1.0475890756816399 -0.41098298213061163 0.094451798995335901 -0.23940974753499031 -0.91881851060049868 -0.0025441891952838473 0.68966884050613797 0.22247093913178867 0.0070538498886993954
leaf_weight=17328 26 26 28 41 34 24 25 21 85535 39 278 21
leaf_count=17328 26 26 28 41 34 24 25 21 85535 39 278 21
internal_value=0 0.00143155 0.00159065 0.00175517 0.315602 0.695661 0.00145423 -0.375109 0.00169876 -0.00222846 0.0207764 -0.126894
internal_weight=0 103400 103374 103346 99 65 103247 67 103180 85574 17606 46
internal_count=103426 103400 103374 103346 99 65 103247 67 103180 85574 17606 46
cat_boundaries=0 6
cat_threshold=1073791872 537001984 594096 135438624 67396642 9256
is_linear=0
shrinkage=0.01


Tree=740
num_leaves=15
num_cat=4
split_feature=6 3 25 4 17 25 24 0 16 25 0 8 8 7
split_gain=194687 167220 125015 111264 659452 354474 310592 270741 131789 122103 220309 139233 113151 64064
threshold=1424.6500000000003 1449.0631000000001 0 195.82340000000002 423.27250000000009 1 2 354.51980000000003 166.33925000000002 3 438.42500000000007 1468.3681000000001 427.52750000000009 51.648000000000003
decision_type=2 2 9 2 2 9 1 2 2 9 2 2 2 2
left_child=1 2 -1 8 5 7 -7 -5 9 10 -4 -11 13 -10
right_child=-2 -3 3 4 -6 6 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.29580875449710425 -0.66641444515098225 0.57707988491058348 0.029573714148770226 -0.17170659082931475 1.5058322697877884 0.40747180787282189 0.032755317783240256 -1.3248811340332032 -0.061704948774450701 -0.0043396255936500889 0.4560596629662243 -0.83879469823837283 -0.80418130531311038 -0.30121830563022667
leaf_weight=134 44 50 7933 273 32 297 816 22 475 93008 123 20 25 146
leaf_count=134 44 50 7933 273 32 297 816 22 475 93008 123 20 25 146
internal_value=0 -0.00108863 -0.00136846 -0.000957272 0.0863285 0.0540671 0.135485 -0.249257 -0.00219291 -0.00128301 0.0360406 -0.00451854 -0.14457 -0.118016
internal_weight=0 103354 103304 103170 1440 1408 1113 295 101730 101084 8056 93028 646 621
internal_count=103398 103354 103304 103170 1440 1408 1113 295 101730 101084 8056 93028 646 621
cat_boundaries=0 5 10 11 17
cat_threshold=0 0 0 256 32 68157440 536870912 8388680 35684354 8388624 560 1074790400 541098112 524442 441623592 1610629200 1056
is_linear=0
shrinkage=0.01


Tree=741
num_leaves=14
num_cat=2
split_feature=6 25 12 2 1 22 11 1 25 5 26 0 6
split_gain=190813 138526 109350 515427 246641 190123 150380 114832 536207 188666 86168.7 70873.7 86752.8
threshold=1424.6500000000003 0 564.6037500000001 414.53600000000012 335.00670000000008 550.81750000000011 1439.8675000000001 205.14500000000004 1 1083.8250000000003 2022.5000000000002 86.604000000000028 55.50500000000001
decision_type=2 9 2 2 2 2 2 2 9 2 2 2 2
left_child=1 10 5 4 11 6 7 9 -9 -3 -1 12 -4
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.58704206295867467 -0.65975029631094506 -0.0018783978696019527 -0.24618821879637612 -1.5479821905722986 0.86035511420323307 0.79576995603243506 -0.74662878716433501 0.23295909322221484 -0.15315858043985417 0.51378888560013036 -0.083562078061311135 -0.75055637741088876 0.40427361561701852
leaf_weight=67 44 101388 97 26 26 30 27 933 574 71 69 20 26
leaf_count=67 44 101388 97 26 26 30 27 933 574 71 69 20 26
internal_value=0 -0.0010776 -0.000642041 -0.237223 -0.0355683 -0.000194307 -0.000426157 -0.000230486 0.0864206 -0.00151754 -0.308888 -0.198463 -0.108692
internal_weight=0 103354 103218 195 169 103023 102993 102966 1507 101459 136 143 123
internal_count=103398 103354 103218 195 169 103023 102993 102966 1507 101459 136 143 123
cat_boundaries=0 5 11
cat_threshold=0 0 0 256 32 1081344 536887296 8389224 33554434 68 12288
is_linear=0
shrinkage=0.01


Tree=742
num_leaves=15
num_cat=0
split_feature=6 3 16 22 22 11 15 15 5 4 2 6 16 26
split_gain=187016 163714 114994 197610 320238 124104 91114.3 99217.8 79801.7 76654.5 311361 110033 49898.2 1992.45
threshold=1424.6500000000003 1449.0631000000001 522.5150000000001 521.77697000000012 674.74319250000019 1439.8675000000001 426.67500000000007 209.55750000000003 161.25550000000001 195.82340000000002 749.57248000000016 393.73500000000007 819.02500000000009 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 9 7 8 12 11 -11 -1 -4 -3
right_child=-2 13 6 4 -6 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0014202618643358181 -0.6531527951901609 0.49369442224502563 0.068574592246020097 1.5556527065095447 -0.21243396377563478 -0.65529365482001467 -0.8702117165652189 0.47368779909610753 -0.81603686643683393 0.099442034552931352 -0.73702838234279466 -0.17559654691799001 -0.4057372153053681 0.62254993693033855
leaf_weight=101305 44 20 47 21 20 29 22 20 23 1365 46 364 42 30
leaf_count=101305 44 20 47 21 20 29 22 20 23 1365 46 364 42 30
internal_value=0 -0.00106675 -0.00134364 -0.000935969 0.693171 -0.00121197 -0.274401 -0.175099 -0.290954 -0.00102796 0.0721723 -0.00204386 -0.155258 0.571008
internal_weight=0 103354 103304 103150 41 103109 154 132 112 103080 1411 101669 89 50
internal_count=103398 103354 103304 103150 41 103109 154 132 112 103080 1411 101669 89 50
is_linear=0
shrinkage=0.01


Tree=743
num_leaves=19
num_cat=3
split_feature=6 25 12 2 1 4 17 25 8 7 25 2 10 8 2 26 0 6
split_gain=183294 135754 106635 503095 241196 163044 1.06125e+06 333506 727276 321733 110108 1.27994e+06 175773 161795 142647 84523.9 69294.8 85333.9
threshold=1424.6500000000003 0 564.6037500000001 414.53600000000012 335.00670000000008 195.82340000000002 423.27250000000009 1 239.43773250000004 552.55750000000012 2 1070.9310000000003 255.92650000000003 1468.3681000000001 1070.9310000000003 2022.5000000000002 86.604000000000028 55.50500000000001
decision_type=2 9 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2
left_child=1 15 5 4 16 10 7 8 -7 -9 11 12 -3 14 -12 -1 17 -4
right_child=-2 2 3 -5 -6 6 -8 9 -10 -11 13 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.58124638955984542 -0.64662126936695796 0.03719994330552677 -0.243711935862438 -1.5292361673941981 0.8509555779970609 0.20176644442223229 2.1916177550951641 -0.034548707373785389 1.8221938282251358 0.86763521834117618 -0.0037886942228361211 2.3444610293706258 -0.40564405872271614 -0.90362324428558349 -0.48752144359174326 -0.082594726120216247 -0.74201926136016849 0.40140840590000154
leaf_weight=67 44 5950 97 26 26 206 24 1101 32 41 95473 24 91 20 61 69 20 26
leaf_count=67 44 5950 97 26 26 206 24 1101 32 41 95473 24 91 20 61 69 20 26
internal_value=0 -0.00105608 -0.000624903 -0.234252 -0.0350235 -0.000182758 0.106843 0.0705862 0.402718 -0.00213983 -0.00166146 0.0396203 0.0305291 -0.00428539 -0.00409757 -0.305771 -0.196111 -0.107345
internal_weight=0 103354 103218 195 169 103023 1404 1380 238 1142 101619 6065 6041 95554 95534 136 143 123
internal_count=103398 103354 103218 195 169 103023 1404 1380 238 1142 101619 6065 6041 95554 95534 136 143 123
cat_boundaries=0 5 11 17
cat_threshold=0 0 0 256 32 16384 0 512 0 8196 256 1074790400 541098112 524418 441623592 1610629136 1056
is_linear=0
shrinkage=0.01


Tree=744
num_leaves=24
num_cat=2
split_feature=6 3 25 24 11 1 5 5 0 4 15 0 4 6 5 3 16 5 11 0 5 1 26
split_gain=179646 159738 122072 432942 331303 248022 232979 1.24814e+06 224710 183967 989229 237771 137716 123966 173541 158722 79429.9 76041.8 71716.4 176712 86270.5 19265.7 1925.54
threshold=1424.6500000000003 1449.0631000000001 0 1 1092.2834 252.70150000000004 25.210500000000007 161.25550000000001 354.51980000000003 169.65250000000003 59.840000000000011 384.83520000000004 39.752000000000002 328.43000000000001 552.55750000000012 52.207712000000008 1107.6734000000001 4.4342985000000015 675.38900000000001 38.717000000000006 1083.8250000000003 11.349000000000002 2022.5000000000002
decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 16 9 12 -8 13 11 -11 -5 -7 14 -1 -15 18 21 20 -20 -4 -10 -3
right_child=-2 22 4 5 -6 6 7 -9 17 10 -12 -13 -14 15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.17739525627424918 -0.64015505383976479 0.48803502178192143 0.00044577780298671598 -0.057270268251706689 0.88866658954393307 0.31027422840530811 2.679789491891861 -0.1036963084765843 -0.62834124724070228 -0.064200859861373902 1.9858034827791411 0.55775523464496313 -0.48367024329400837 -0.13844559688568114 0.74138030915033259 -1.3030696309154683 -0.54198854587696221 -1.0437887923686933 0.0015066974845771887 -1.1139294424057007 0.34672121749983897 -0.20810055589675905 0.61470838991800947
leaf_weight=977 44 20 99660 1909 42 74 24 49 24 125 29 65 31 25 21 22 27 39 49 20 72 20 30
leaf_count=977 44 20 99660 1909 42 74 24 49 24 125 29 65 31 25 21 22 27 39 49 20 72 20 30
internal_value=0 -0.00104552 -0.00131902 -0.0598537 0.000699596 0.0188639 0.37753 0.811422 -0.21953 -0.0110487 0.321839 -0.0370187 0.0758716 -0.181698 -0.158062 -0.683589 0.000326078 -0.722289 0.000472795 -0.321808 0.000695766 -0.437323 0.564039
internal_weight=0 103354 103304 3434 99870 2306 178 73 1128 2128 154 1974 105 1045 998 47 99828 83 99801 69 99732 44 50
internal_count=103398 103354 103304 3434 99870 2306 178 73 1128 2128 154 1974 105 1045 998 47 99828 83 99801 69 99732 44 50
cat_boundaries=0 6 7
cat_threshold=32768 2 4096 67109122 525344 8 2248
is_linear=0
shrinkage=0.01


Tree=745
num_leaves=26
num_cat=2
split_feature=2 4 2 11 2 2 4 1 2 0 5 2 25 24 1 4 0 10 1 2 26 4 0 12 4
split_gain=224749 148732 609129 142960 146878 118316 102948 96054 140430 84221 101259 216130 100110 137353 173417 105231 89773.4 182918 78527.3 76145.2 60985.7 54794.9 53273.2 27751.6 20577.3
threshold=1070.9310000000003 891.77550000000008 364.96250000000003 675.38900000000001 174.76450000000003 5.8589159999999998 208.21944900000003 413.70875000000007 1439.8675000000001 883.10000000000014 4.4342985000000015 242.38250000000002 0 1 252.70150000000004 174.23250000000002 52.192250000000008 901.21050000000014 542.71780000000012 65.68125000000002 2022.5000000000002 1085.2750000000003 14.485774000000003 131.33500000000001 1468.3681000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 9 6 21 22 8 -2 12 11 20 13 14 -1 -15 18 -18 -14 -12 -11 -3 23 -5 -23
right_child=7 2 -4 4 -6 -7 -8 -9 -10 10 19 -13 16 15 -16 -17 17 -19 -20 -21 -22 24 -24 -25 -26
leaf_value=-0.14383301169201376 -1.1015620080629984 -0.17671728830337524 1.9430237871408462 -0.086708931192098299 -0.98820576699880447 -0.53946761479744543 0.47631415866670151 0.12707253265380861 -0.22999210556871014 0.38713804485336428 0.23681082916259766 1.3206675701141359 0.0013004165029934756 -0.0097082839120260014 -0.87705846954794497 -0.2969699507189873 0.04181804621824943 0.93586954236030584 -0.20719013717293081 -0.62535027004423593 -0.10295486450195312 0.20677890678246816 -0.75477226662635799 -0.51046489131450656 0.55529504120349882
leaf_weight=629 36 25 20 68 26 26 21 20 38 62 20 20 94565 3097 34 133 4537 23 181 21 43 36 20 20 32
leaf_count=629 36 25 20 68 26 26 21 20 38 62 20 20 94565 3097 34 133 4537 23 181 21 43 36 20 20 32
internal_value=0 0.00138147 0.328272 0.000942547 -0.302527 0.0568856 -0.164328 -0.487814 -0.653999 0.00139761 0.226462 0.367911 0.00103559 -0.0486432 -0.178738 -0.0214702 0.0029877 0.0463275 0.000902122 -0.204784 0.186433 0.223608 -0.288898 -0.183017 0.370786
internal_weight=0 103659 139 103520 155 119 129 94 74 103365 166 125 103199 3893 663 3230 99306 4560 94746 41 105 93 108 88 68
internal_count=103753 103659 139 103520 155 119 129 94 74 103365 166 125 103199 3893 663 3230 99306 4560 94746 41 105 93 108 88 68
cat_boundaries=0 5 6
cat_threshold=1048576 130 128 436240384 1610612752 1088
is_linear=0
shrinkage=0.01


Tree=746
num_leaves=26
num_cat=2
split_feature=2 14 4 2 4 15 8 6 1 2 25 20 0 8 1 14 4 25 0 10 1 9 9 14 26
split_gain=220277 147010 266189 1.02581e+06 165123 170365 173737 113720 94142.6 137635 87510 174940 172134 126600 108494 106795 77706.6 70922.4 210643 184338 63154 79271 28010.4 23877.9 5858.87
threshold=1070.9310000000003 487.03600000000012 891.77550000000008 233.37814 422.73350000000011 65.094000000000008 21.000235000000004 8.0827500000000025 413.70875000000007 1439.8675000000001 0 221.50425000000001 883.10000000000014 362.27300000000002 22.151894000000002 427.34070000000003 1085.2750000000003 1 1077.3535000000002 522.5150000000001 36.721200000000003 128.24750000000003 6.6610000000000005 678.01075000000003 2022.5000000000002
decision_type=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
left_child=1 2 10 7 5 20 -7 16 9 -2 11 12 13 -1 -14 17 -4 18 -12 -19 21 23 -13 -3 -18
right_child=8 4 3 -5 -6 6 -8 -9 -10 -11 15 22 14 -15 -16 -17 24 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.034419370261509603 -1.0905463859770033 -0.18822824835777283 -0.29687325394153596 2.5382160201072694 -0.99448596318562821 -0.34468806710296679 0.8024031617564541 -0.53538313706715901 0.12580183887481691 -0.22769219015773975 -0.048638373778213763 -0.36490330144762995 0.82065019777086057 -0.23555112561263605 0.058980060350149868 0.56716158223874646 0.52993657747904455 -0.0004919478684523664 0.98024201393127441 0.40912463787468994 -0.87334212970733649 0.30622244071960447 -0.84196111945807928 -0.53035180928660375 0.33506704383426239
leaf_weight=9320 36 34 20 20 27 23 31 24 20 38 3917 32 45 177 32 33 27 89620 20 110 20 20 20 51 36
leaf_count=9320 36 34 20 20 27 23 31 24 20 38 3917 32 45 177 32 33 27 89620 20 110 20 20 20 51 36
internal_value=0 0.00136766 0.00189907 0.459436 -0.265508 -0.15555 0.313827 0.0708789 -0.482935 -0.647459 0.00133671 0.0300328 0.0332058 0.0293878 0.504112 -0.00161434 0.246184 -0.0018149 -0.0433017 1.01999e-05 -0.358321 -0.260221 -0.548387 -0.393502 0.418583
internal_weight=0 103659 103453 127 206 179 54 107 94 74 103326 9626 9574 9497 77 93700 83 93667 3937 89730 125 105 52 85 63
internal_count=103753 103659 103453 127 206 179 54 107 94 74 103326 9626 9574 9497 77 93700 83 93667 3937 89730 125 105 52 85 63
cat_boundaries=0 6 11
cat_threshold=1610662144 545439744 524296 71500552 803938 32 1048576 130 4224 436240384 1610612752
is_linear=0
shrinkage=0.01


Tree=747
num_leaves=24
num_cat=0
split_feature=2 14 4 2 4 15 7 7 7 1 2 9 9 8 4 14 10 22 22 14 26 9 22
split_gain=215893 144085 260891 1.0054e+06 161837 166975 364923 128890 101904 92269.1 134896 90534.3 81410.3 99569.2 66906.5 55506.7 128708 83439 97728.8 31381.4 30487.8 3813.83 3369.19
threshold=1070.9310000000003 487.03600000000012 891.77550000000008 233.37814 422.73350000000011 65.094000000000008 9.2450000000000028 30.365000000000006 26.434720000000002 413.70875000000007 1439.8675000000001 13.447500000000003 1117.4100000000001 85.676200000000009 1085.2750000000003 427.34070000000003 35.941235000000006 379.00000000000006 261.87000000000006 678.01075000000003 2022.5000000000002 1449.0631000000001 611.39525000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 7 5 8 -7 14 11 10 -2 19 15 21 -4 17 -17 18 -1 -3 -16 -14 -19
right_child=9 4 3 -5 -6 6 -8 -9 -10 -11 -12 -13 13 -15 20 16 -18 22 -20 -21 -22 -23 -24
leaf_value=0.0014059727451651036 -1.0796409172481962 -0.13000410988050348 -0.20783561737641043 2.5128339312076569 -0.98454109615749785 -0.54240394502878186 1.1028467013154712 -0.5931038466743801 -0.88616940894297191 0.12454379749298096 -0.22541526032121556 0.39811275672912599 -0.17968353600729081 -0.94166361635923379 0.71243860597195841 -0.096122146339288769 0.95421653223037728 -0.44717439953769955 0.51543573518057129 -0.5365480918108031 0.2511505615711212 0.010900358380306334 -0.28447154283523562
leaf_weight=103124 36 34 23 20 27 26 28 23 28 20 38 20 21 20 23 28 20 35 37 43 38 21 20
leaf_count=103124 36 34 23 20 27 26 28 23 28 20 38 20 21 20 23 28 20 35 37 43 38 21 20
internal_value=0 0.00135398 0.00188008 0.454842 -0.262852 -0.153994 0.310689 0.0701701 -0.354738 -0.478106 -0.640984 -0.201335 0.00132334 -0.360931 0.251781 0.00154084 0.341519 0.00138273 0.00159034 -0.357035 0.425079 -0.0843916 -0.38801
internal_weight=0 103659 103453 127 206 179 54 107 125 94 74 97 103326 62 84 103264 48 103216 103161 77 61 42 55
internal_count=103753 103659 103453 127 206 179 54 107 125 94 74 97 103326 62 84 103264 48 103216 103161 77 61 42 55
is_linear=0
shrinkage=0.01


Tree=748
num_leaves=24
num_cat=5
split_feature=2 14 22 11 8 7 25 9 9 9 24 25 25 11 1 2 25 3 1 9 14 10 14
split_gain=211597 141217 221739 161035 149527 126370 92762 234817 570552 430322 289148 893104 209812 99884.3 90433 132212 68017 172260 95144.4 52417.7 34478.3 10934.6 110.965
threshold=1070.9310000000003 487.03600000000012 550.81750000000011 163.96250000000003 21.000235000000004 119.8135 0 13.247000000000002 407.55349999999999 65.980000000000004 1 2 3 1092.2834 413.70875000000007 1439.8675000000001 4 888.10000000000014 1070.9310000000003 96.823000000000008 678.01075000000003 77.165362500000015 920.44288200000017
decision_type=2 2 2 2 2 2 9 2 2 2 1 9 9 2 2 2 9 2 2 2 2 2 2
left_child=1 2 6 4 19 -5 7 10 9 -9 11 -1 -12 16 15 -2 17 -8 -18 20 -3 -15 -22
right_child=14 3 -4 5 -6 -7 13 8 -10 -11 12 -13 -14 21 -16 -17 18 -19 -20 -21 22 -23 -24
leaf_value=0.9694894896936781 -1.068844501707289 -0.12866767358135534 0.9252398535838493 -1.1539677520593008 0.49041725996562413 -0.24354043899043912 -0.023383135255164781 0.481224287885886 -0.3385233836560636 2.432300575256348 -0.098397439651320986 -0.038975978109008033 0.11179567580254179 -0.32465792952045319 0.12329835891723633 -0.22316110545083095 0.0032908427796712598 -0.93010843549455913 -0.3578720016604009 0.20305475950241089 -0.51278670885733202 -0.62456723496317867 -0.54177222524881363
leaf_weight=121 36 37 26 30 35 31 9246 26 37 20 1081 272 831 31 20 38 91648 21 73 20 28 20 25
leaf_count=121 36 37 26 30 35 31 9246 26 37 20 1081 272 831 31 20 38 91648 21 73 20 28 20 25
internal_value=0 0.00134044 0.00186128 -0.260224 -0.0788782 -0.691292 0.00162916 0.0630996 0.585933 1.32952 0.0445468 0.287871 -0.00693623 0.000170076 -0.473325 -0.634575 0.00039353 -0.0254105 0.00300307 -0.260018 -0.362923 -0.442269 -0.526459
internal_weight=0 103659 103453 206 145 61 103427 2388 83 46 2305 393 1912 101039 94 74 100988 9267 91721 110 90 51 53
internal_count=103753 103659 103453 206 145 61 103427 2388 83 46 2305 393 1912 101039 94 74 100988 9267 91721 110 90 51 53
cat_boundaries=0 6 7 12 17 23
cat_threshold=1073741824 536903680 8 4390920 262176 32 66 0 536870912 0 131072 262176 0 536870912 8 131072 262144 2282749952 1073818754 84152448 436265987 1613955088 128
is_linear=0
shrinkage=0.01


Tree=749
num_leaves=27
num_cat=5
split_feature=2 4 2 11 2 2 4 1 2 25 4 1 4 8 17 10 25 3 7 24 25 25 4 14 4 10
split_gain=207387 139790 577916 137889 144044 115705 100800 88633.3 129581 77006.8 157458 163096 103469 250049 215763 489651 246677 171247 63200 58858.1 83021.3 79875.3 51193.5 35712.5 19843.8 7125.57
threshold=1070.9310000000003 891.77550000000008 364.96250000000003 675.38900000000001 174.76450000000003 5.8589159999999998 208.21944900000003 413.70875000000007 1439.8675000000001 0 174.23250000000002 315.7462000000001 189.80565000000004 1468.3681000000001 120.27000000000001 47.286000000000008 1 1449.0631000000001 174.01000000000002 2 3 4 1085.2750000000003 25.572500000000002 1468.3681000000001 0.45700000000000007
decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 1 9 9 2 2 2 2
left_child=1 3 5 9 6 22 23 8 -2 10 19 18 13 17 16 -16 -14 -11 -12 21 -21 -1 -3 25 -24 -5
right_child=7 2 -4 4 -6 -7 -8 -9 -10 12 11 -13 14 -15 15 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27
leaf_value=0.066960523563144386 -1.0581560526953804 -0.16817557513713838 1.8910768780708314 -0.13316647451489216 -0.97616921505460952 -0.53583701051198518 0.47364739554268975 0.12206534957885742 -0.22092951040518913 0.0027694587033885408 -0.26792895431816577 -1.0569769699096678 0.27811849368643532 -0.99722428207397462 1.6170166685663421 -0.19073709460996813 -0.043127293999185037 0.77133183347767797 0.28237391312917071 -0.16673407242136093 -0.030392449700365674 -0.026983185443183483 0.19997260822190177 -0.62373984575271613 0.54222007989883425 -0.3458674362727574
leaf_weight=1396 36 25 20 63 26 26 21 20 38 94058 160 25 352 25 29 31 701 29 24 505 3499 2531 36 24 32 21
leaf_count=1396 36 25 20 63 26 26 21 20 38 94058 160 25 352 25 29 31 701 29 24 505 3499 2531 36 24 32 21
internal_value=0 0.00132795 0.318241 0.00090242 -0.297137 0.0538984 -0.160278 -0.468592 -0.628229 0.00134934 -0.0281533 -0.29912 0.00387383 0.00274065 0.0997269 0.683011 0.0664913 0.00300635 -0.19615 -0.0210482 -0.0479609 0.0064979 0.218771 -0.283541 0.36103 -0.186342
internal_weight=0 103659 139 103520 155 119 129 94 74 103365 8140 209 95225 94112 1113 60 1053 94087 184 7931 4004 3927 93 108 68 84
internal_count=103753 103659 139 103520 155 119 129 94 74 103365 8140 209 95225 94112 1113 60 1053 94087 184 7931 4004 3927 93 108 68 84
cat_boundaries=0 6 12 13 18 22
cat_threshold=2282749952 1073751170 83891328 1510007811 1613955088 128 16384 560 66048 0 8260 8448 2469 0 2 128 32770 1073741824 1048576 2 0 33587202
is_linear=0
shrinkage=0.01


Tree=750
num_leaves=20
num_cat=2
split_feature=22 22 16 6 18 24 7 1 11 10 25 0 1 14 5 8 0 0 5
split_gain=117164 436768 107762 154147 205587 179312 214963 164945 158444 166678 84091.2 259545 135568 121838 407043 108543 53024.4 12795.9 9703.08
threshold=521.77697000000012 674.74319250000019 1107.6734000000001 606.07650000000001 24.393000000000004 0 235.71680000000001 96.32442850000001 1092.2834 55.302500000000009 1 883.10000000000014 1439.8675000000001 678.01075000000003 26.770100000000003 1468.3681000000001 48.276500000000006 1438.4900000000002 26.138750000000005
decision_type=2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 7 16 18 10 -10 11 12 -1 15 -15 -12 -7 -13 -5
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 13 17 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.02450076361285326 1.5893941497802735 -0.47547547964822678 0.56845668879422273 -0.20281867578625679 -1.2219414157867432 -0.094179424766658082 -1.236694438369186 0.6710821388112872 -0.078848057729857313 -1.2741181716918946 0.0006434037880242939 -0.57458008050918585 0.79945597648620603 -0.11382093836863837 1.2973647933429289 0.67323584675788883 -0.66526786807037541 -0.88003674268722532 0.049236978803362162
leaf_weight=12740 20 21 33 56 20 72 27 38 28 20 90349 32 20 60 31 24 21 24 21
leaf_count=12740 20 21 33 56 20 72 27 38 28 20 90349 32 20 60 31 24 21 24 21
internal_value=0 0.531778 -0.00289835 -0.00308037 -0.248643 -0.165809 -0.416479 0.121418 -0.00247436 -0.576877 -0.0022074 -0.0261701 -0.0232093 0.00119015 0.366913 0.000822022 -0.223135 -0.70549 -0.134076
internal_weight=0 41 103616 103583 255 235 120 115 103328 48 103280 12816 12760 90464 91 90373 93 56 77
internal_count=103657 41 103616 103583 255 235 120 115 103328 48 103280 12816 12760 90464 91 90373 93 56 77
cat_boundaries=0 1 7
cat_threshold=2896 3422552146 134679680 17039886 34619648 3355985920 160
is_linear=0
shrinkage=0.01


Tree=751
num_leaves=27
num_cat=5
split_feature=18 1 11 2 25 17 9 12 24 4 2 6 1 0 0 25 24 12 14 1 25 0 15 13 6 18
split_gain=111539 138139 135290 103141 297948 201984 148491 258172 120266 113749 153018 112445 70457.5 143054 81365.6 67488.7 446688 275574 157331 354456 94977 82018.9 29804.6 54006.9 11222.6 6775.85
threshold=524.50200000000007 159.97720000000004 1439.8675000000001 198.78000000000003 0 214.92660000000004 553.21400000000006 483.25025000000005 1 208.21944900000003 542.8678000000001 1054.5000000000002 106.765 82.76560000000002 5.8604000000000012 2 3 166.70600000000002 678.01075000000003 23.492960500000006 4 1438.4900000000002 181.34400000000002 22.136600000000001 1424.6500000000003 819.02500000000009
decision_type=2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2
left_child=2 22 3 11 8 6 7 -6 9 10 -5 15 14 -14 -10 16 17 -1 21 -20 -18 -17 23 25 -13 -2
right_child=1 -3 -4 4 5 -7 -8 -9 12 -11 -12 24 13 -15 -16 18 20 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.20332980542873536 -0.19727653563022615 -1.0733549919128418 0.71893641586487111 -0.2241603695869446 -0.150405274206697 -0.91387003832393221 0.4616329267777895 -1.2224576862998631 0.2585698806524277 -0.82539739551998326 0.74159401462191621 -0.27858527306404368 0.062662831582921616 0.83880722085634873 -0.12159517153199896 -0.0023275718984033167 -0.24915544307798393 1.3911817474365233 0.053938031580488557 1.594409004032612 -0.025385386363897488 -0.44968446051202171 0.17567580949692499 -0.69191166615486144 -0.53025817015591792 0.04055450572967529
leaf_weight=832 23 20 26 75 963 36 38 23 175 21 21 37 47 48 83 99803 232 20 59 20 914 41 21 20 34 25
leaf_count=832 23 20 26 75 963 36 38 23 175 21 21 37 47 48 83 99803 232 20 59 20 914 41 21 20 34 25
internal_value=0 -0.322382 -0.00232344 -0.00250459 -0.0840005 -0.175994 -0.151772 -0.175413 0.124569 -0.146235 -0.0129016 -0.00128205 0.215882 0.45482 0.136269 -0.00100492 0.0563956 0.228531 -0.0021581 0.443931 -0.0724496 -0.00251127 -0.153624 -0.25532 -0.399105 -0.0734062
internal_weight=0 109 103548 103522 1530 1060 1024 986 470 117 96 101992 353 95 258 101921 1998 852 99923 79 1146 99844 89 68 71 48
internal_count=103657 109 103548 103522 1530 1060 1024 986 470 117 96 101992 353 95 258 101921 1998 852 99923 79 1146 99844 89 68 71 48
cat_boundaries=0 6 7 12 13 18
cat_threshold=1049728 32 8388704 2129920 20 12544 1158 1048576 536903680 0 138543106 262178 87 0 536870912 0 131072 32
is_linear=0
shrinkage=0.01


Tree=752
num_leaves=25
num_cat=2
split_feature=22 22 2 24 4 0 13 5 6 9 14 5 6 8 4 4 8 7 14 5 14 25 2 14
split_gain=115051 427976 150207 263534 230748 321038 260030 391878 234501 183284 175842 163533 134099 121705 151120 97975.3 82438 184621 79902.2 118249 111179 83198.1 67811.8 23443
threshold=521.77697000000012 674.74319250000019 352.68673250000012 0 343.82250000000005 594.30750000000012 172.50050000000002 198.78000000000003 177.77500000000001 7.2415000000000003 53.275000000000013 302.32450000000006 1424.6500000000003 16.910250000000001 156.17100000000002 49.373000000000012 1117.4100000000001 9.2450000000000028 920.44288200000017 11.413000000000002 678.01075000000003 1 749.57248000000016 808.55215250000015
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=2 -2 12 10 5 8 7 -6 11 -10 13 -5 16 15 -15 22 18 -18 20 -20 21 -1 -4 -22
right_child=1 -3 3 4 6 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 17 -19 19 -21 23 -23 -24 -25
leaf_value=-0.025908131210558405 1.5739069328308106 -0.47007484844752717 -0.23012640113109037 -0.035300830385825606 -0.98965729042335793 1.1390579342383604 -1.4853708900724139 0.76653780361016588 1.1114001534062046 0.014957461357116699 -1.3185022626604355 -0.80409645970662436 -0.6120263167553478 -0.45897733032703403 0.53769482363914622 -1.0885925758361816 -0.061283113055112887 1.0290269855499268 -0.69031417748866941 0.25543914246559146 0.72871214384382432 0.0015381248682005864 -0.77300442919586643 0.27211003127305405
leaf_weight=12578 20 21 76 356 27 26 21 24 31 30 21 30 36 32 29 25 41 25 39 20 22 90071 33 23
leaf_count=12578 20 21 76 356 27 26 21 24 31 30 21 30 36 32 29 25 41 25 39 20 22 90071 33 23
internal_value=0 0.526989 -0.00284323 -0.142819 -0.0210612 0.0588322 -0.548842 -0.163213 -0.00399969 0.572166 -0.429187 -0.0950518 -0.00180758 -0.355424 0.0148504 -0.523982 -0.00159393 0.351713 -0.00182086 -0.36972 -0.0016095 -0.00182735 -0.394484 0.495338
internal_weight=0 41 103616 761 545 473 72 51 447 61 216 386 102855 195 61 134 102819 66 102753 59 102694 102649 109 45
internal_count=103657 41 103616 761 545 473 72 51 447 61 216 386 102855 195 61 134 102819 66 102753 59 102694 102649 109 45
cat_boundaries=0 1 7
cat_threshold=3586 2348843090 134614144 17040900 101761280 3355985920 160
is_linear=0
shrinkage=0.01


Tree=753
num_leaves=30
num_cat=4
split_feature=22 22 2 24 4 0 13 5 6 1 10 14 10 1 6 0 4 0 4 25 6 25 24 12 26 10 3 3 2
split_gain=112761 419459 147218 258290 226157 314649 254856 384079 229835 375293 220541 172343 159660 133845 131430 74855.8 278762 285408 176317 155305 138550 91473.7 344968 257181 129078 96406.2 132059 115694 42634.9
threshold=521.77697000000012 674.74319250000019 352.68673250000012 0 343.82250000000005 594.30750000000012 172.50050000000002 198.78000000000003 177.77500000000001 233.37814 212.84944500000003 53.275000000000013 255.92650000000003 297.63750000000005 1424.6500000000003 297.71250000000003 371.41875000000005 413.70875000000007 246.73750000000004 1 27.920000000000005 2 3 334.36750000000012 2022.5000000000002 451.48500000000007 439.62900000000008 670.0675 883.10000000000014
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 1 2 2 2 2 2 2
left_child=2 -2 14 11 5 8 7 -6 10 -10 -5 12 13 28 15 21 18 -18 19 -17 -19 22 24 -24 -1 27 -27 -23 -4
right_child=1 -3 3 4 6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 16 17 20 -20 -21 -22 25 23 -25 -26 26 -28 -29 -30
leaf_value=0.97762312219853986 1.5581679496765137 -0.46537411031268888 -0.23844467914823828 -0.036766988495441334 -0.97976071816903576 1.1276673462012641 -1.4705171957470122 0.75887242813905076 -0.043783668091422631 1.5746472966152689 -1.0906257138933453 -1.3053172411237444 0.49454897215962412 -1.0691289747994521 -0.60590606941117187 0.21320716116163468 1.4251394887592483 -0.53846051636196324 -0.85020241512971761 -0.17242283189508964 0.55362300029167766 -0.0010117193106502524 0.011871795480573552 1.1281143097650437 0.29206164683935781 -0.27844610869997644 0.55255544571649462 -0.29395280441531429 -0.66137568986415862
leaf_weight=57 20 21 116 365 27 26 21 24 38 23 21 21 20 29 36 116 23 21 34 664 26 100228 1206 21 53 214 21 135 30
leaf_count=57 20 21 116 365 27 26 21 24 38 23 21 21 20 29 36 116 23 21 34 664 26 100228 1206 21 53 214 21 135 30
internal_value=0 0.52172 -0.00281482 -0.141391 -0.0208506 0.0582439 -0.543354 -0.16158 -0.00395969 0.566444 -0.0941013 -0.424895 -0.35187 -0.448603 -0.00178953 -0.00157801 -0.0932025 0.512353 -0.145277 -0.11455 0.0656708 -0.000783425 0.0810776 0.0307258 0.593365 -0.00187927 -0.204186 -0.00140576 -0.325348
internal_weight=0 41 103616 761 545 473 72 51 447 61 386 216 195 175 102855 102819 884 70 814 780 47 101935 1337 1227 110 100598 235 100363 146
internal_count=103657 41 103616 761 545 473 72 51 447 61 386 216 195 175 102855 102819 884 70 814 780 47 101935 1337 1227 110 100598 235 100363 146
cat_boundaries=0 1 6 11 12
cat_threshold=3586 68157952 536870912 0 32768 8256 0 32768 4096 140640258 262194 64
is_linear=0
shrinkage=0.01


Tree=754
num_leaves=22
num_cat=1
split_feature=22 22 2 24 0 12 6 14 1 6 8 1 8 7 0 14 14 0 2 14 11
split_gain=110517 411112 144289 253150 195243 277951 276916 168913 166835 128815 119095 90560.5 80812.1 180990 78509.9 78270.2 108976 71703.4 51789.7 22985.4 18326.8
threshold=521.77697000000012 674.74319250000019 352.68673250000012 0 658.11750000000018 483.25025000000005 483.06600000000009 53.275000000000013 383.83325000000008 1424.6500000000003 16.910250000000001 198.54500000000004 1117.4100000000001 9.2450000000000028 166.61000000000004 920.44288200000017 678.01075000000003 297.71250000000003 883.10000000000014 808.55215250000015 23.455000000000002
decision_type=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 9 7 5 6 8 10 -5 12 11 18 15 -14 -12 16 17 -1 -4 -18 -17
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 14 -13 13 -15 -16 20 19 -19 -20 -21 -22
leaf_value=-0.0010188552814116543 1.5425862922668458 -0.46072035221826463 -0.29241585571898354 -0.0024272326130410585 0.72451331012176756 -1.1434079564136008 0.92922035167957173 -1.2922640773228236 -0.55636042553281029 -0.59984700017505221 -0.28103003985351988 -1.0861950585116511 -0.060671747603067545 1.0188641273498535 0.44843750052452086 -0.2348899695747777 0.72150600406256593 -0.09198316480972947 -0.84392435482570105 0.26938281546468323 -0.60299183391389388
leaf_weight=101775 20 21 90 397 33 23 29 21 63 36 36 23 41 25 25 38 22 874 21 23 21
leaf_count=101775 20 21 90 397 33 23 29 21 63 36 36 23 41 25 25 38 22 874 21 23 21
internal_value=0 0.516502 -0.00278663 -0.139977 -0.0206421 -0.0690729 -0.0185418 -0.420646 -0.078292 -0.0017716 -0.348351 -0.515092 -0.00156219 0.348243 0.0179321 -0.00178688 -0.00157768 -0.00179337 -0.396755 0.490421 -0.365909
internal_weight=0 41 103616 761 545 512 489 216 460 102855 195 134 102819 66 61 102753 102694 102649 111 45 59
internal_count=103657 41 103616 761 545 512 489 216 460 102855 195 134 102819 66 61 102753 102694 102649 111 45 59
cat_boundaries=0 1
cat_threshold=3586
is_linear=0
shrinkage=0.01


Tree=755
num_leaves=27
num_cat=7
split_feature=25 24 25 16 22 4 6 15 6 16 25 6 10 5 14 24 26 0 25 4 25 26 26 26 26 26
split_gain=166892 397742 228787 146142 140173 122877 533589 390858 200975 78125.3 179377 105652 95364.2 91995.4 86037.2 62194.5 52506.1 48203.4 22694.5 18679.1 20529.3 13500.2 1259.06 73.4378 46.111 0.666702
threshold=0 1 2 1107.6734000000001 550.81750000000011 672.57974000000002 371.41875000000005 38.081000000000003 98.955000000000013 119.12 3 1424.6500000000003 27.235000000000003 99.686260000000019 401.65523999999999 4 2022.5000000000002 166.61000000000004 5 216.15000000000003 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 1 9 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 9 2 9 2 2 2 2 2
left_child=1 2 21 4 5 9 7 8 -7 11 13 12 -2 -11 -12 17 -4 18 22 20 23 -1 -3 -17 -22 -20
right_child=3 15 16 -5 -6 6 -8 -9 -10 10 14 -13 -14 -15 -16 19 -18 -19 25 -21 24 -23 -24 -25 -26 -27
leaf_value=0.35040135595533584 -0.00081005106370958221 -0.27458385571837424 -0.24305950585499553 0.66576176152084809 0.69532039502571363 -0.067759837334861558 -1.4294862744212151 1.1883144320612369 -1.0925712630965494 -0.18977439089753162 -0.024818966800474938 0.6513386140823364 0.048474717513163873 -0.5927499530996595 0.57291361603140833 -0.23436625419124479 0.076242178765315458 -0.60085643768310548 -0.052074172604084021 -0.084579411419955175 -0.47628701231895237 0.53412881901747067 -0.21209944108816295 -0.21871169945289348 -0.46713031201749233 -0.053228904071450235
leaf_weight=81 97394 64 103 33 29 147 32 23 22 174 655 25 4091 84 25 62 103 23 100 22 109 79 65 58 111 100
leaf_count=81 97394 64 103 33 29 147 32 23 22 174 655 25 4091 84 25 62 103 23 100 22 109 79 65 58 111 100
internal_value=0 -0.123997 0.142012 0.000395925 0.000182168 -1.41762e-05 -0.233971 -0.0347189 -0.201167 0.000497365 -0.0903468 0.00133681 0.00117669 -0.308999 -0.00280229 -0.260433 -0.0795472 -0.153895 -0.127326 -0.357106 -0.385243 0.415169 -0.22561 -0.209354 -0.45116 -0.0501443
internal_weight=0 1080 366 102734 102701 102672 224 192 169 102448 938 101510 101485 258 680 714 206 352 329 362 340 160 129 120 220 200
internal_count=103814 1080 366 102734 102701 102672 224 192 169 102448 938 101510 101485 258 680 714 206 352 329 362 340 160 129 120 220 200
cat_boundaries=0 5 6 8 14 15 19 24
cat_threshold=1073741824 536870912 0 1179648 48 2186 1073741824 536870912 32768 16384 0 33554432 4 4096 53 1073741824 0 0 131072 0 0 0 1048576 16
is_linear=0
shrinkage=0.01


Tree=756
num_leaves=16
num_cat=2
split_feature=2 8 2 22 25 13 6 13 16 5 25 2 5 2 13
split_gain=191505 383901 170367 168690 153379 98671.1 173129 103552 302241 191498 77779.2 196019 125191 59223.7 314.301
threshold=1070.9310000000003 132.17200000000005 1439.8675000000001 550.81750000000011 0 619.25400000000013 173.40750000000003 278.25000000000006 522.5150000000001 483.06600000000009 1 414.53600000000012 552.55750000000012 23.455000000000002 901.21050000000014
decision_type=2 2 2 2 9 2 2 2 2 2 9 2 2 2 2
left_child=3 2 -2 4 -1 7 13 10 9 -9 11 -6 -12 14 -7
right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 12 -13 -14 -15 -16
leaf_value=-0.34005563589863314 -1.1635173296373944 0.81879756271839144 -0.2680619881834303 0.7621107767368186 -0.023076714832635434 -0.21421159764895073 -0.88763921976089477 0.1612559272284691 1.3629939250946046 -0.78294908191846757 0.0018093037331073281 -0.53964849175633611 0.24118347753672839 0.38328939282375835 -0.17406436755106999
leaf_weight=123 43 20 42 29 10024 39 34 325 20 23 92737 74 219 23 39
leaf_count=123 43 20 42 29 10024 39 34 325 20 23 92737 74 219 23 39
internal_value=0 -0.427751 -0.721057 -0.000468804 -0.000682103 -0.00024615 -0.270421 0.000106494 0.167555 0.0988516 -0.000491455 -0.0268357 0.002373 -0.0626446 -0.194138
internal_weight=0 105 85 103709 103680 103557 135 103422 368 348 103054 10098 92956 101 78
internal_count=103814 105 85 103709 103680 103557 135 103422 368 348 103054 10098 92956 101 78
cat_boundaries=0 4 10
cat_threshold=0 0 0 131072 1611677762 537029792 201851136 3356491778 5377074 128
is_linear=0
shrinkage=0.01


Tree=757
num_leaves=24
num_cat=7
split_feature=25 24 25 16 3 4 26 22 9 5 24 6 24 26 0 25 4 25 26 26 26 26 26
split_gain=161591 389625 223694 142449 225826 363415 201126 134320 77901.1 69257.4 380560 132024 61105.8 51480.4 47268.1 22106.9 18258.7 19977 13251.9 1236.85 72.5631 45.1448 0.328414
threshold=0 1 2 1107.6734000000001 1077.3535000000002 152.04240000000001 2022.5000000000002 550.81750000000011 1449.0631000000001 552.55750000000012 3 1054.5000000000002 4 2022.5000000000002 166.61000000000004 5 216.15000000000003 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 1 9 2 2 2 2 2 2 2 1 2 1 2 2 9 2 9 2 2 2 2 2
left_child=1 2 18 4 7 6 -6 8 9 11 -11 -2 14 -4 15 19 17 20 -1 -3 -14 -19 -17
right_child=3 12 13 -5 5 -7 -8 -9 -10 10 -12 -13 16 -15 -16 22 -18 21 -20 -21 -22 -23 -24
leaf_value=0.34719190950746892 0.00041184072757797634 -0.27061668999493121 -0.23973250017582792 0.65729854583740233 0.57796515483122601 -1.4995472123072699 -0.59041443186647757 0.68108174373363628 -0.52697313640798837 0.5717962090526858 -0.16312200137547084 -0.47276812436216975 -0.23170850938366308 0.076434982256981934 -0.59411687850952155 -0.051132475066184999 -0.083358760313554242 -0.4705189538220747 0.52922205650000065 -0.20868590545654297 -0.21614747047424318 -0.46145869792044703 -0.051942924681305888
leaf_weight=81 102227 64 103 33 26 26 34 29 28 114 158 59 62 103 23 100 22 109 79 65 58 111 100
leaf_count=81 102227 64 103 33 26 26 34 29 28 114 158 59 62 103 23 100 22 109 79 65 58 111 100
internal_value=0 -0.122009 0.141254 0.000392801 0.000181761 -0.512037 -0.0841166 0.000611044 0.000418682 0.000562669 0.15992 0.000138904 -0.257046 -0.0778687 -0.151537 -0.125202 -0.352809 -0.38062 0.411359 -0.222187 -0.206942 -0.445689 -0.0490835
internal_weight=0 1080 366 102734 102701 86 60 102615 102586 102558 272 102286 714 206 352 329 362 340 160 129 120 220 200
internal_count=103814 1080 366 102734 102701 86 60 102615 102586 102558 272 102286 714 206 352 329 362 340 160 129 120 220 200
cat_boundaries=0 5 6 8 9 10 14 19
cat_threshold=1073741824 536870912 0 1179648 48 2186 1073741824 536870912 3137 53 1073741824 0 0 131072 0 0 0 1048576 16
is_linear=0
shrinkage=0.01


Tree=758
num_leaves=19
num_cat=1
split_feature=2 8 2 11 13 6 3 13 24 5 0 3 6 9 5 13 12 13
split_gain=187144 376479 166800 112090 102493 215233 103504 98405.7 270799 627556 191358 148845 94758.5 91188.2 93136.1 73121.4 5900.84 2038.07
threshold=1070.9310000000003 132.17200000000005 1439.8675000000001 1439.8675000000001 619.25400000000013 173.40750000000003 96.595000000000013 278.25000000000006 0 186.72000000000003 413.70875000000007 1449.0631000000001 165.29860000000002 1449.0631000000001 552.55750000000012 341.75500000000005 4.402000000000001 901.21050000000014
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 6 16 11 9 15 12 13 -10 14 -1 -9 17 -6
right_child=1 -3 -4 -5 5 -7 -8 8 10 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00093523930427863585 -1.1511054034565771 0.81159574711322791 -0.2650747857207344 0.60076949219549858 -0.068627402064475151 -0.96402064190191383 0.5997174518108368 0.69291473264877612 0.14964576156894166 2.2070654711723328 -0.87399220387140919 -0.59604533876691546 -0.40146351757081783 -0.54289543521981087 0.18677798784453914 0.062595923935610157 -0.32369156987578784 -0.19288474831871238
leaf_weight=102835 43 20 42 31 22 34 20 26 199 20 24 42 37 31 265 63 27 33
leaf_count=102835 43 20 42 31 22 34 20 26 199 20 24 42 37 31 265 63 27 33
internal_value=0 -0.422845 -0.713302 -0.000455754 -0.000635522 -0.274978 -0.0452973 -0.00027518 0.162738 0.555468 -0.0224091 -0.000858198 0.063243 -0.000615808 -0.000452756 0.246734 -0.202618 -0.143182
internal_weight=0 105 85 103709 103678 136 102 103542 369 109 260 103173 236 103131 103100 89 82 55
internal_count=103814 105 85 103709 103678 136 102 103542 369 109 260 103173 236 103131 103100 89 82 55
cat_boundaries=0 1
cat_threshold=608
is_linear=0
shrinkage=0.01


Tree=759
num_leaves=17
num_cat=3
split_feature=2 8 2 22 25 13 6 3 13 24 5 0 3 25 26 12
split_gain=183420 368987 163481 162679 148268 94534.1 165209 107133 99536.1 261466 615068 209641 137163 71050.8 14784.9 12483.4
threshold=1070.9310000000003 132.17200000000005 1439.8675000000001 550.81750000000011 0 619.25400000000013 173.40750000000003 96.595000000000013 278.25000000000006 1 186.72000000000003 413.70875000000007 1449.0631000000001 2 2022.5000000000002 55.15006600000001
decision_type=2 2 2 2 9 2 2 2 2 1 2 2 2 9 2 2
left_child=3 2 -2 4 14 8 7 15 12 10 -10 -11 13 -6 -1 -7
right_child=1 -3 -4 -5 5 6 -8 -9 9 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.47204589898469018 -1.1395943481977597 0.80347982424497599 -0.26242403251784191 0.748418506013936 -0.025618117349830723 -0.15246488948337367 -0.86761837125701069 0.59372026729583738 0.24426665440704046 0.071678253596371158 2.1849947295188903 -0.90950125684340788 -0.5718268494378953 0.0024772077480487843 -0.25276481385192567 -0.44035682427883144
leaf_weight=61 43 20 42 29 9955 61 34 20 89 235 20 24 42 93057 62 20
leaf_count=61 43 20 42 29 9955 61 34 20 89 235 20 24 42 93057 62 20
internal_value=0 -0.418617 -0.706169 -0.000451197 -0.000660661 -0.000232034 -0.264682 -0.0617138 0.000113139 0.164283 0.549913 -0.0185265 -0.000473101 -0.000240149 -0.334332 -0.223549
internal_weight=0 105 85 103709 103680 103557 135 101 103422 368 109 259 103054 103012 123 81
internal_count=103814 105 85 103709 103680 103557 135 101 103422 368 109 259 103054 103012 123 81
cat_boundaries=0 4 5 11
cat_threshold=0 0 0 131072 608 1611677762 537027744 202113024 3356508162 5377074 128
is_linear=0
shrinkage=0.01


Tree=760
num_leaves=24
num_cat=8
split_feature=11 18 25 24 4 3 6 25 18 0 6 25 3 25 2 24 25 7 3 7 24 3 4
split_gain=143698 131401 123659 303929 111003 242840 109470 97742.5 91630.3 147789 108271 248350 170097 90524.3 67426.3 62270.6 50681.7 47033.2 46658.5 28712.3 22413.9 4243.08 318.686
threshold=1439.8675000000001 819.02500000000009 0 1 1085.2750000000003 54.825730000000007 13.029000000000002 2 162.70456050000004 367.42525000000006 53.105500000000006 3 1449.0631000000001 4 156.31250000000003 5 6 194.48100000000002 65.713074000000006 0.80850000000000011 7 5.5788600000000015 1468.3681000000001
decision_type=2 2 9 1 2 2 2 9 2 2 2 9 2 9 2 1 9 2 2 2 1 2 2
left_child=1 2 3 7 8 22 -3 -1 10 17 12 -12 -4 20 18 -9 -17 -10 -15 -7 -5 -22 -6
right_child=-2 6 4 13 5 19 -8 15 9 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24
leaf_value=0.30485073872028834 -0.71721272238663258 -0.13120147848129274 -0.0011252807344210279 -0.51113712292017899 0.86216807075168778 0.048227215409278872 -1.0863178567886353 -0.14786610152515664 -0.12831891709054 -0.8545664381097865 0.14075576192127215 -0.023142943832170894 0.77840350014822823 -0.11802413679628955 0.44620647668838503 0.21063682806299577 -0.028840837081273399 0.19616754937171937 -0.62035535907745365 -0.48761128425598144 -0.26757660643184356 -0.41997842125594614 0.810589666748047
leaf_weight=116 28 30 97706 117 23 20 20 187 419 27 1739 1961 28 245 20 145 206 50 20 20 211 20 25
leaf_count=116 28 30 97706 117 23 20 20 187 419 27 1739 1961 28 245 20 145 206 50 20 20 211 20 25
internal_value=0 -0.000729923 -0.000481862 -0.0975103 0.000751677 0.355761 -0.513248 0.0537661 0.000445258 -0.135142 0.00110826 0.0542073 -0.000901952 -0.252211 -0.109827 -0.00494623 0.0731831 -0.0937255 -0.155936 -0.219692 -0.362493 -0.269121 0.835304
internal_weight=0 103355 103305 1287 102018 88 50 654 101930 496 101434 3700 97734 633 285 538 351 469 265 40 348 231 48
internal_count=103383 103355 103305 1287 102018 88 50 654 101930 496 101434 3700 97734 633 285 538 351 469 265 40 348 231 48
cat_boundaries=0 6 7 9 15 19 20 24 25
cat_threshold=1073742080 536870912 0 1081344 16 32 2439 0 536870912 277136392 512 8389184 33554432 8196 4352 1073741824 536870912 0 1048576 3 1073741824 0 0 1048576 72
is_linear=0
shrinkage=0.01


Tree=761
num_leaves=10
num_cat=0
split_feature=11 18 1 12 12 11 0 1 6
split_gain=140839 128786 111149 78929.2 274053 84845.4 73096.5 280703 69928.3
threshold=1439.8675000000001 819.02500000000009 0.45700000000000007 1392.9450000000004 1078.0535000000002 1092.2834 1438.4900000000002 13.903 53.105500000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -8 -1
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.0021702723589785596 -0.71004060004438674 -0.12314986260732015 -1.0855640834718943 -0.52210265422689506 0.98885928750038155 0.55990077071719702 0.18818716208140057 -1.2455668671022762 0.041185141785891992
leaf_weight=99298 28 30 20 29 28 27 36 22 3865
leaf_count=99298 28 30 20 29 28 27 36 22 3865
internal_value=0 -0.000722677 -0.508116 -0.000477097 -0.000330624 -0.000598884 -0.000745496 -0.355651 -0.000545963
internal_weight=0 103355 50 103305 103276 103248 103221 58 103163
internal_count=103383 103355 50 103305 103276 103248 103221 58 103163
is_linear=0
shrinkage=0.01


Tree=762
num_leaves=9
num_cat=0
split_feature=11 22 12 12 11 2 2 3
split_gain=138036 107149 77339.3 268635 98698 93873.7 167099 791.52
threshold=1439.8675000000001 524.87500000000011 1392.9450000000004 1078.0535000000002 1092.2834 1439.8675000000001 1070.9310000000003 6.6572445000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.00086536791447046422 -0.70294019409588404 -0.57927878163754942 -0.51688163444913671 0.97897063085011071 0.62759177780151365 -0.38466393149668171 0.58929156512022018 -0.46208924920662592
leaf_weight=103139 28 32 29 28 25 31 48 23
leaf_count=103139 28 32 29 28 25 31 48 23
internal_value=0 -0.00071545 -0.000536264 -0.000391299 -0.000656848 -0.000808979 -0.000590842 -0.417641
internal_weight=0 103355 103323 103294 103266 103241 103187 54
internal_count=103383 103355 103323 103294 103266 103241 103187 54
is_linear=0
shrinkage=0.01


Tree=763
num_leaves=27
num_cat=9
split_feature=11 18 25 24 4 3 6 25 18 0 6 25 3 25 26 24 3 25 0 0 24 24 26 26 26 4
split_gain=135289 126118 121415 298032 108903 237544 105990 95864.8 89891.6 144504 104395 243680 166713 88748.1 63809.8 61075.6 56481.4 49743.4 45792 28320 28127.5 22098.7 11872 9803.68 4503.49 298.193
threshold=1439.8675000000001 819.02500000000009 0 1 1085.2750000000003 54.825730000000007 13.029000000000002 2 162.70456050000004 367.42525000000006 53.105500000000006 3 1449.0631000000001 4 2022.5000000000002 5 86.176192500000013 6 252.70150000000004 32.040442500000005 7 8 2022.5000000000002 2022.5000000000002 2022.5000000000002 1468.3681000000001
decision_type=2 2 9 1 2 2 2 9 2 2 2 9 2 9 2 1 2 9 2 2 1 1 2 2 2 2
left_child=1 2 3 7 8 25 -3 14 10 18 12 -12 -4 21 -1 22 20 -17 -10 -7 -15 24 -9 -23 -5 -6
right_child=-2 6 4 13 5 19 -8 15 9 -11 11 -13 -14 16 -16 17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=0.097346492702678089 -0.69591079703399117 -0.1268915303150813 -0.001084802809379199 -0.48602882117555851 0.85266330055568529 -0.48283474254608155 -1.0667072086334228 -0.23025751405832717 -0.11480880616186916 -0.84522541664264828 0.13921430285804298 -0.023159947515076957 0.77064979246684484 0.034870868441012268 0.56649388176307347 0.20860032993939615 -0.62506749248504645 -0.028644890674838313 0.35251318953254007 0.049331070184707643 -0.16743973033068935 -0.21196480339033563 -0.070715907664781211 -0.34226805103831309 -0.61015248688062029 0.80277082366943364
leaf_weight=59 28 30 97706 57 23 20 20 98 447 27 1734 1966 28 129 57 145 20 206 22 20 136 114 89 117 60 25
leaf_count=59 28 30 97706 57 23 20 20 98 447 27 1734 1966 28 129 57 145 20 206 22 20 136 114 89 117 60 25
internal_value=0 -0.000708295 -0.000465273 -0.0966093 0.00075702 0.352392 -0.502818 0.0531934 0.000453515 -0.133841 0.0011102 0.0532502 -0.000863707 -0.249802 0.301854 -0.00495109 -0.108815 0.0724259 -0.0928875 -0.216752 -0.0739591 -0.359 -0.146492 -0.266429 -0.5064 0.826678
internal_weight=0 103355 103305 1287 102018 88 50 654 101930 496 101434 3700 97734 633 116 538 285 351 469 40 265 348 187 231 117 48
internal_count=103383 103355 103305 1287 102018 88 50 654 101930 496 101434 3700 97734 633 116 538 285 351 469 40 265 348 187 231 117 48
cat_boundaries=0 6 7 9 15 19 20 24 25 26
cat_threshold=1073742080 536870912 0 1081344 16 32 2439 0 536870912 268747784 268435968 8389184 33554432 8196 4352 1073741824 536870912 0 1048576 3 1073741824 0 0 1048576 56 72
is_linear=0
shrinkage=0.01


Tree=764
num_leaves=26
num_cat=8
split_feature=11 18 25 24 1 4 1 0 25 18 0 6 25 3 25 26 24 3 7 0 24 24 26 26 26
split_gain=132597 123608 118990 292195 107569 106736 338335 126837 93936.1 88102.9 141629 102330 238704 163395 86944 62540 60197.4 55347.2 45956.9 44356.7 27606.3 21658.9 9608.59 4413.87 2944.4
threshold=1439.8675000000001 819.02500000000009 0 1 0.45700000000000007 1085.2750000000003 52.874750000000006 16.660407500000005 2 162.70456050000004 367.42525000000006 53.105500000000006 3 1449.0631000000001 4 2022.5000000000002 5 86.176192500000013 194.48100000000002 17.426900000000007 6 7 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 9 1 2 2 2 2 9 2 2 2 9 2 9 2 1 2 2 2 1 1 2 2 2
left_child=1 2 3 8 -3 9 7 -7 15 11 18 13 -13 -4 21 -1 24 20 -11 -18 -16 23 -23 -5 -10
right_child=-2 4 5 14 -6 6 -8 -9 16 10 -12 12 -14 -15 17 -17 19 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.096373014611712965 -0.68895168125629425 -0.11907443046569824 -0.0010739546809641878 -0.48116852977819613 -1.0658624141216277 0.44291209755874261 -0.58313086439062045 1.4142742748260497 0.1942907291234926 -0.12615398380158555 -0.8367731767230564 0.13757256520542505 -0.023108766875794426 0.76294326305389404 0.034547248118215329 0.56082895419053869 -0.051311897337869852 -0.61881681823730472 0.19459830751419066 -0.51447009780190212 -0.16588001486373272 -0.20984515085554961 -0.33884536787230746 -0.60405096451441442 0.11154140555581382
leaf_weight=59 28 30 97706 57 20 41 27 20 86 419 27 1739 1961 28 129 57 344 20 50 22 136 114 117 60 86
leaf_count=59 28 30 97706 57 20 41 27 20 86 419 27 1739 1961 28 129 57 344 20 50 22 136 114 117 60 86
internal_value=0 -0.000701054 -0.000460462 -0.0956395 -0.49779 0.000749564 0.348868 0.761391 0.0526885 0.000449094 -0.132503 0.00109921 0.0527208 -0.00085507 -0.247325 0.298835 -0.00486874 -0.107772 -0.0919586 -0.0770469 -0.0732695 -0.35541 -0.263765 -0.501336 0.144514
internal_weight=0 103355 103305 1287 50 102018 88 61 654 101930 496 101434 3700 97734 633 116 538 285 469 366 265 348 231 117 172
internal_count=103383 103355 103305 1287 50 102018 88 61 654 101930 496 101434 3700 97734 633 116 538 285 469 366 265 348 231 117 172
cat_boundaries=0 6 7 9 15 19 20 21 22
cat_threshold=1073742080 536870912 0 1081344 16 32 2439 0 536870912 277136392 512 8389184 33554432 8196 4352 1073741824 536870912 0 1048576 2052 56 72
is_linear=0
shrinkage=0.01


Tree=765
num_leaves=23
num_cat=1
split_feature=18 0 17 4 11 4 3 0 24 8 3 16 4 1 1 0 1 11 18 10 18 17
split_gain=78234.4 200088 99969.1 1.43653e+06 112071 86139.4 222393 196598 148424 252317 94957.7 91962.7 100178 85169.9 84494.4 81305.1 70856.6 38152.6 33828.6 20478.9 21075.9 866.298
threshold=524.50200000000007 181.65750000000006 446.37500000000006 343.82250000000005 1439.8675000000001 521.79500000000019 354.51980000000003 507.82280000000009 0 380.13250000000005 1449.0631000000001 371.63775000000004 195.82340000000002 151.82000000000002 186.58593500000003 172.78900000000002 39.3980915 9.2480000000000029 819.02500000000009 46.354500000000002 8.4215000000000035 808.93715250000014
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 4 16 5 10 8 15 13 -10 11 12 -1 -7 -13 -8 19 18 -2 20 21 -4
right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12 14 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00083437903289218225 -0.06775346112347419 -1.0136526934305827 -0.2040083658017027 2.760160026550293 -0.62071466380152207 -0.17859857924959877 -0.59238091786702474 -1.4464666931969778 0.026888829521062276 1.2121935157775878 0.48872187948226931 -0.13630537059887793 0.099668337497356776 -0.84000900688171387 -0.77733649595924048 0.17939732653754101 0.3283097870119156 -0.315679173384394 0.45206664039975125 -0.4700280694166819 0.10575937690734863 -0.27691376898969927
leaf_weight=101783 31 27 39 20 29 88 39 21 176 20 40 194 1036 25 23 21 31 28 21 24 25 28
leaf_count=101783 31 27 39 20 29 88 39 21 176 20 40 194 1036 25 23 21 31 28 21 24 25 28
internal_value=0 -0.269295 0.00124434 0.245714 0.00084986 0.00102408 -0.147313 -0.61372 -0.0250505 0.140662 0.00158532 0.00139621 0.00183023 -0.298511 -0.204249 -0.322259 -0.0963877 -0.0180747 0.142174 -0.209884 -0.142021 -0.234476
internal_weight=0 107 103662 167 103495 103466 390 81 309 196 103076 103036 102819 113 217 60 147 80 52 116 92 67
internal_count=103769 107 103662 167 103495 103466 390 81 309 196 103076 103036 102819 113 217 60 147 80 52 116 92 67
cat_boundaries=0 1
cat_threshold=348
is_linear=0
shrinkage=0.01


Tree=766
num_leaves=15
num_cat=0
split_feature=22 11 15 15 7 4 5 8 8 6 12 5 9 14
split_gain=120107 118147 64294.4 81131.6 471838 514905 177904 169606 102856 279928 177816 72456 142555 95995
threshold=550.81750000000011 1439.8675000000001 1117.4100000000001 230.33500000000004 371.89150000000006 371.41875000000005 392.81250000000006 132.17200000000005 455.79000000000002 606.07650000000001 258.88900000000007 678.89998000000014 4.5710000000000006 1092.2134000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 -6 7 -5 11 10 -10 13 -13 -1
right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.0016182494730957143 0.64441891801768336 -0.6164813098599834 -0.40498967551268067 -0.0075612173321771264 0.12368048095703126 2.2477204495384582 -0.6653877872579238 0.51754268538157144 -0.010843350713195669 -1.2126650523145994 -0.74683823379310399 -0.065259004794292572 -0.76942169461931498 -0.5549381434532904
leaf_weight=102594 29 31 39 342 25 21 34 75 291 24 37 161 35 31
leaf_count=102594 29 31 39 342 25 21 34 75 291 24 37 161 35 31
internal_value=0 0.000775843 0.000960349 0.00111307 0.128573 1.09335 0.0301698 0.0868819 0.000499072 -0.170149 -0.0938672 0.00108327 -0.191002 0.00145013
internal_weight=0 103740 103709 103670 497 46 451 417 103173 352 328 102821 196 102625
internal_count=103769 103740 103709 103670 497 46 451 417 103173 352 328 102821 196 102625
is_linear=0
shrinkage=0.01


Tree=767
num_leaves=24
num_cat=2
split_feature=2 0 2 8 1 26 25 24 22 17 15 9 8 1 2 7 0 1 0 26 18 1 26
split_gain=119947 921637 164760 138041 189577 252728 99933.6 175617 88039.7 77666.3 545625 97923.1 304704 169426 96982 81929.8 80989 481439 190444 49810.9 36225.4 1390.78 2826.64
threshold=883.10000000000014 507.82280000000009 1439.8675000000001 65.306500000000014 23.492960500000006 2022.5000000000002 0 1 524.87500000000011 527.79000000000008 238.80500000000004 407.55349999999999 153.40400000000002 413.70875000000007 40.201125000000005 522.5150000000001 468.98000000000008 352.68673250000012 438.42500000000007 2022.5000000000002 23.164000000000005 17.426900000000007 2022.5000000000002
decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 7 19 9 11 14 16 13 -13 20 -14 18 -18 -8 -1 -11 22 -9
right_child=1 -3 -4 -5 -6 -7 8 21 -10 10 -12 12 15 -15 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.18591629387727424 1.0788613907496136 2.2272191619873047 -0.53459174411241406 0.84925979843139643 -0.71679689826965332 -0.38805848220120304 0.0019720092724760238 -0.28444742124527694 -0.54967423126615333 -0.044652477746893619 1.6049213789900145 -0.046175743186745055 -0.45499768964873938 0.83520581404368088 -0.69864503145217893 -1.1544207724928857 0.0048484468187084632 -0.90082338160362796 0.59599259561962559 -0.088835113680133443 0.44889020949602126 -0.40177668298993796 -0.35229844893439344
leaf_weight=134 24 21 43 25 25 23 102024 128 29 58 24 239 103 24 20 20 393 69 54 130 20 21 118
leaf_count=134 24 21 43 25 25 23 102024 128 29 58 24 239 103 24 20 20 393 69 54 130 20 21 118
internal_value=0 0.273684 -0.0193467 0.209061 -0.0132305 0.361007 0.000522347 -0.135034 0.00123365 0.0013888 0.253551 0.00108991 -0.157887 0.0342545 -0.0773973 -0.568725 0.00168836 -0.130414 0.00228625 0.0487745 0.0818969 -0.311978 -0.316994
internal_weight=0 161 140 97 72 47 103608 531 103077 103048 122 102926 386 263 98 123 102540 462 102078 264 78 267 246
internal_count=103769 161 140 97 72 47 103608 531 103077 103048 122 102926 386 263 98 123 102540 462 102078 264 78 267 246
cat_boundaries=0 4 5
cat_threshold=1073741824 0 0 34 3473
is_linear=0
shrinkage=0.01


Tree=768
num_leaves=19
num_cat=6
split_feature=22 11 25 24 25 2 3 0 2 1 0 2 3 2 0 25 24 24
split_gain=119404 115617 98546.1 220457 95712 90845.5 224079 81587.5 399114 242486 156948 179058 102999 38934.7 31686.3 26987.1 24689 6718.29
threshold=550.81750000000011 1439.8675000000001 0 1 2 1070.9310000000003 6.6572445000000009 468.98000000000008 749.57248000000016 352.68673250000012 438.42500000000007 23.812550000000002 888.10000000000014 1439.8675000000001 63.922000000000004 3 4 5
decision_type=2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 9 1 1
left_child=1 2 3 4 -1 7 13 10 9 -9 12 -12 -4 -7 15 17 -17 -5
right_child=-2 -3 5 14 -6 6 -8 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19
leaf_value=0.29308427729606629 0.64251387135735871 -0.6098533258130473 0.0014779139193420721 -0.39521220751784064 -0.09695546345088793 0.8850390424993303 -0.31130643129348756 0.030194070085114287 -1.5096363401412964 -0.57521791180477866 0.95282815274265076 -0.22728649482131005 0.30091893046835194 0.37719961514839762 -0.62924082279205329 -0.0014384709417292502 -0.22087565677062326 -0.20764560079212824
leaf_weight=140 29 31 102197 100 105 36 37 407 20 79 36 20 115 26 20 103 105 163
leaf_count=140 29 31 102197 100 105 36 37 407 20 79 36 20 115 26 20 103 105 163
internal_value=0 0.000757352 0.000939871 -0.113581 0.128678 0.00176927 0.304548 0.00147806 -0.12519 -0.0682165 0.00210417 0.531359 0.00181449 0.672074 -0.234619 -0.222843 -0.117263 -0.290828
internal_weight=0 103740 103709 736 245 102973 99 102874 506 486 102368 56 102312 62 491 471 208 263
internal_count=103769 103740 103709 736 245 102973 99 102874 506 486 102368 56 102312 62 491 471 208 263
cat_boundaries=0 4 5 7 9 10 11
cat_threshold=1073741824 2 16 34 2321 1073741824 2 1073741824 2 1218 74
is_linear=0
shrinkage=0.01


Tree=769
num_leaves=13
num_cat=0
split_feature=22 11 2 3 26 0 26 12 0 26 11 0
split_gain=117028 113316 75249.4 206378 114342 90574.5 311556 85840.1 135571 173645 101075 85125
threshold=550.81750000000011 1439.8675000000001 1070.9310000000003 6.6572445000000009 2022.5000000000002 1438.4900000000002 2022.5000000000002 1078.0535000000002 1077.3535000000002 2022.5000000000002 7.9202500000000011 468.98000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 7 -7 8 11 -10 -9 -1
right_child=-2 -3 3 -5 -6 6 -8 10 9 -11 -12 -13
leaf_value=0.0014142706473576937 0.63608878538526337 -0.60375479159816625 1.1052005261845059 -0.32018470180662056 0.26297648341208696 -1.1970334306588539 0.32316241621971131 -0.027776363452275594 1.1330602904160818 -0.082875415138576353 -0.92015829866582699 -0.14056906077097048
leaf_weight=103027 29 31 27 38 40 26 28 30 24 23 22 424
leaf_count=103027 29 31 27 38 40 26 28 30 24 23 22 424
internal_value=0 0.000749172 0.000929866 0.2685 0.60238 0.000658691 -0.408784 0.00087221 0.00107629 0.538028 -0.405323 0.000832344
internal_weight=0 103740 103709 105 67 103604 54 103550 103498 47 52 103451
internal_count=103769 103740 103709 105 67 103604 54 103550 103498 47 52 103451
is_linear=0
shrinkage=0.01


Tree=770
num_leaves=23
num_cat=4
split_feature=25 7 4 2 2 9 24 7 2 6 9 24 10 4 2 24 11 8 4 26 26 26
split_gain=154739 127918 137062 695910 182130 274551 217009 246119 173275 571280 871806 237412 136740 224971 128914 98915.6 87246.1 78622.6 67650.2 7606.46 866.008 622.001
threshold=0 1481.2725000000003 891.77550000000008 440.02900000000005 542.8678000000001 553.21400000000006 1 27.624000000000006 364.96250000000003 228.79300000000003 26.045000000000002 2 675.38900000000001 22.184000000000005 49.990000000000009 3 1092.2834 119.92700000000001 1085.2750000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 2 2 2 2 2 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2
left_child=15 2 4 14 8 6 17 -8 12 11 -11 -10 16 -14 18 21 -2 -6 -4 -20 -17 -1
right_child=1 -3 3 -5 5 -7 7 -9 9 10 -12 -13 13 -15 -16 20 -18 -19 19 -21 -22 -23
leaf_value=0.024291440739351161 0.0012153785114539083 -0.58709767071781938 -0.22322346044172134 1.9457900186018513 -0.57113955736344246 0.83016418218612675 -0.28571465449673789 0.50373243285160441 0.3972749753039459 2.5907204119364424 -0.028714002061773231 -0.18734195307452478 -0.089913491762957529 -1.0498364034295082 -0.55189766915639238 -0.41530782699584962 -0.42973130791745284 -1.2336367267111075 0.48068090142874881 0.27207455916838214 -0.46453654707294617 -0.024406228727764556
leaf_weight=51 102523 37 28 22 81 23 175 51 106 24 27 164 103 32 30 70 47 23 29 44 73 54
leaf_count=51 102523 37 28 22 81 23 175 51 106 24 27 164 103 32 30 70 47 23 29 44 73 54
internal_value=0 0.000779851 0.00099002 0.300073 0.00054738 -0.226209 -0.299835 -0.103007 0.00132432 0.233297 1.20396 0.0499496 0.000599299 -0.317451 0.0236934 -0.244426 0.00101791 -0.654701 0.194661 0.354946 -0.411652 -0.00068759
internal_weight=0 103569 103532 153 103379 353 330 226 103026 321 51 270 102705 135 131 248 102570 104 101 73 143 105
internal_count=103817 103569 103532 153 103379 353 330 226 103026 321 51 270 102705 135 131 248 102570 104 101 73 143 105
cat_boundaries=0 1 2 3 4
cat_threshold=1073741824 3090 1291 2213
is_linear=0
shrinkage=0.01


Tree=771
num_leaves=24
num_cat=4
split_feature=25 10 22 5 2 9 24 4 4 24 1 2 2 6 8 24 11 8 4 10 11 26 26
split_gain=151660 122799 232214 177948 108768 532445 418739 753585 386969 96947.2 92656.1 89956.9 89433.2 644276 727233 289366 88942.4 95223 46692.5 27143 3416.53 848.775 609.623
threshold=0 619.25400000000013 550.81750000000011 287.60700000000003 542.8678000000001 553.21400000000006 1 216.15000000000003 326.59750000000003 2 198.54500000000004 58.710000000000001 364.96250000000003 228.79300000000003 37.220000000000006 3 1092.2834 1117.4100000000001 15.056730000000003 796.68750000000011 1439.8675000000001 2022.5000000000002 2022.5000000000002
decision_type=9 2 2 2 2 2 1 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2
left_child=9 2 4 10 12 6 7 -6 -8 22 11 18 16 15 -15 -14 17 -2 19 -3 -18 -11 -1
right_child=1 3 -4 -5 5 -7 8 -9 -10 21 -12 -13 13 14 -16 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.024048525118360333 0.0010579318604199432 -0.070290121723104407 0.96489979648590096 0.36408953014173007 -0.15841758034674519 1.3314337502826346 -0.35246773038391044 1.9620619810195197 -1.5103737204215104 -0.41115473672321862 -1.0343721861839295 0.21148073832194011 0.36137205417813922 2.3254177957110933 -0.017765727868446938 -0.28140272907786451 -0.36294862637153041 0.41353091569351302 -0.86974011993408196 -0.44925404923302786 -0.53679662168025977 -0.45989118629938935 -0.024162167570105308
leaf_weight=51 102570 27 25 38 83 22 191 21 34 70 20 27 106 27 26 167 26 56 20 63 20 73 54
leaf_count=51 102570 27 25 38 83 22 191 21 34 70 20 27 106 27 26 167 26 56 20 63 20 73 54
internal_value=0 0.000772255 0.00124526 -0.249937 0.00101215 -0.174723 -0.275439 0.246093 -0.504996 -0.241981 -0.398555 -0.305735 0.00161103 0.166979 1.17593 -0.0288979 0.00108596 0.00128301 -0.432688 -0.335565 -0.438535 -0.407535 -0.000680715
internal_weight=0 103569 103374 195 103349 351 329 104 225 248 157 137 102998 326 53 273 102672 102626 110 90 46 143 105
internal_count=103817 103569 103374 195 103349 351 329 104 225 248 157 137 102998 326 53 273 102672 102626 110 90 46 143 105
cat_boundaries=0 1 2 3 4
cat_threshold=1073741824 609 2213 1291
is_linear=0
shrinkage=0.01


Tree=772
num_leaves=20
num_cat=2
split_feature=25 10 22 5 16 4 2 24 1 2 3 8 4 4 2 4 10 26 26
split_gain=148642 120355 227593 174407 106942 551422 176732 95017.9 90812.2 88166.8 87155.6 167285 90307.6 53882.6 63514.7 45763.3 26602.8 831.885 597.492
threshold=0 619.25400000000013 550.81750000000011 287.60700000000003 925.3130000000001 12.906600000000003 1070.9310000000003 1 198.54500000000004 58.710000000000001 670.0675 157.50375000000003 1085.2750000000003 43.649000000000008 1439.8675000000001 15.056730000000003 796.68750000000011 2022.5000000000002 2022.5000000000002
decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 8 6 -6 10 18 9 15 12 -12 -2 14 -8 16 -3 -9 -1
right_child=1 3 -4 -5 5 -7 13 17 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.023808042114856195 0.001343950279583544 -0.069587222867541848 0.95525081465244299 0.36044863449899772 -0.43294671580594568 1.7410980936139822 -0.84580641621037533 -0.40704318516595023 -1.0240284514427185 0.20936592826136835 -0.31991663804713716 0.38506176227476541 0.33537789188785316 0.021865216732025145 -0.25086780286448845 -0.86104272222518918 -0.44476150226971461 -0.45529227246976883 -0.023920544143076296
leaf_weight=51 102899 27 25 38 28 20 38 70 20 27 188 41 81 20 34 20 63 73 54
leaf_count=51 102899 27 25 38 28 20 38 70 20 27 188 41 81 20 34 20 63 73 54
internal_value=0 0.00076461 0.00123288 -0.247438 0.00100211 0.472905 0.00078283 -0.239561 -0.394569 -0.302677 0.00117335 -0.193698 0.00160669 -0.437314 -0.564863 -0.428361 -0.332209 -0.40346 -0.000673906
internal_weight=0 103569 103374 195 103349 48 103301 248 157 137 103209 229 102980 92 72 110 90 143 105
internal_count=103817 103569 103374 195 103349 48 103301 248 157 137 103209 229 102980 92 72 110 90 143 105
cat_boundaries=0 1 2
cat_threshold=1073741824 2213
is_linear=0
shrinkage=0.01


Tree=773
num_leaves=17
num_cat=0
split_feature=10 22 5 7 1 2 2 9 3 3 8 10 2 3 10 10
split_gain=120736 223339 171202 141351 88986.1 86317.1 84202.1 162657 89665.4 87219.3 83606.8 79570.5 53859.2 34467.1 15544.9 0.528975
threshold=619.25400000000013 550.81750000000011 287.60700000000003 1481.2725000000003 198.54500000000004 58.710000000000001 1070.9310000000003 31.832500000000007 1449.0631000000001 670.0675 282.78975000000008 556.40500000000009 1439.8675000000001 7.8873450000000007 796.68750000000011 1098.7459000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 5 13 8 12 9 11 -11 -1 -8 14 -2 -16
right_child=2 -3 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17
leaf_value=0.000962409985656124 -0.10750771372214608 0.94569828957021229 0.35684418803767154 -0.60937725644362606 -1.0137881448268891 0.20727226619367248 -0.79212104777495074 0.48250756874059642 0.45223717884583908 -0.29686532497406004 0.31349890690583448 0.52485000758335509 -0.25573555807177073 -0.75839654286702474 -0.41035200922719894 -0.40855820723942354
leaf_weight=103197 23 25 38 38 20 27 36 21 44 164 26 29 39 24 31 35
leaf_count=103197 23 25 38 38 20 27 36 21 44 164 26 29 39 24 31 35
internal_value=0 0.000637245 -0.246535 0.000409177 -0.389838 -0.300702 0.000632939 -0.295389 0.000907616 0.000715591 -0.213342 0.00110959 -0.513201 -0.422076 -0.331383 -0.409401
internal_weight=0 103619 198 103594 160 140 103556 96 103460 103416 190 103226 75 113 89 66
internal_count=103817 103619 198 103594 160 140 103556 96 103460 103416 190 103226 75 113 89 66
is_linear=0
shrinkage=0.01


Tree=774
num_leaves=15
num_cat=3
split_feature=25 4 0 22 22 24 5 3 3 5 6 24 18 4
split_gain=145556 116466 739052 114758 96674.8 93169.6 88131.3 80317.8 70520.3 110630 67100.2 60786.4 26411.8 2311.21
threshold=0 891.77550000000008 316.39255000000009 379.00000000000006 261.87000000000006 1 198.78000000000003 1449.0631000000001 888.10000000000014 130.89900000000003 39.858900000000006 2 1.1847000000000001 1468.3681000000001
decision_type=9 2 2 2 2 1 2 2 2 2 2 1 2 2
left_child=5 3 6 4 7 -1 10 8 11 -10 13 -2 -5 -3
right_child=1 2 -4 12 -6 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00053243008903835131 0.0081341341116170935 -0.028029976931272769 1.6554584393962737 -0.28903990176625743 0.51871686564551456 -0.39935315010204814 0.45774902191162115 0.43762993176778159 -0.047132322750985625 -0.80076643296650474 -0.69376878868449821 -0.0072149814835085584 -0.73600911733508112 -0.14540393142700195
leaf_weight=105 51770 51 31 39 36 143 25 42 64 28 22 51416 20 25
leaf_count=105 51770 51 31 39 36 143 25 42 64 28 22 51416 20 25
internal_value=0 0.000755045 0.275555 0.000345902 0.000597587 -0.237063 -0.0722261 0.000417057 0.000239256 -0.276499 -0.207424 0.000485994 -0.440555 -0.0666398
internal_weight=0 103569 154 103415 103356 248 123 103320 103278 92 98 103186 59 76
internal_count=103817 103569 154 103415 103356 248 123 103320 103278 92 98 103186 59 76
cat_boundaries=0 1 2 3
cat_threshold=1073741824 2213 1079
is_linear=0
shrinkage=0.01


Tree=775
num_leaves=15
num_cat=6
split_feature=25 11 2 22 25 24 4 14 5 25 0 7 24 24
split_gain=213500 225084 471851 111072 97079.1 368485 98424.1 89581.7 129062 82459.7 216061 155631 40781.1 5738.02
threshold=0 1092.2834 11.223500000000003 524.87500000000011 1 2 891.77550000000008 36.721200000000003 2.8222380000000005 3 748.92250000000013 394.58800000000002 4 5
decision_type=9 2 2 2 9 1 2 2 2 9 2 2 1 1
left_child=-1 3 -3 4 5 12 9 8 -8 10 -6 -11 -2 -7
right_child=1 2 -4 -5 6 13 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.39103570139408111 0.59273191386461255 -0.071747018589692957 1.8639832137823107 -0.56383887430386881 -0.021562221846796237 -0.069506098397316474 -0.4370631542736117 -0.87106931141444621 0.24877025030229402 0.0019021320345435791 -0.62809888710409911 0.21784474685120939 0.22958938659765782 -0.1938650249622085
leaf_weight=130 110 34 20 35 12848 114 68 21 46 89345 59 335 107 111
leaf_count=130 110 34 20 35 12848 114 68 21 46 89345 59 335 107 111
internal_value=0 -0.000258712 0.64519 -0.000596475 -0.000405386 0.145826 -0.0010487 -0.270884 -0.160323 -0.000693707 -0.024316 0.00270848 0.431673 -0.136495
internal_weight=0 103253 54 103199 103164 442 102722 135 114 102587 12907 89680 217 225
internal_count=103383 103253 54 103199 103164 442 102722 135 114 102587 12907 89680 217 225
cat_boundaries=0 4 9 10 16 17 18
cat_threshold=0 0 0 131072 1073741824 0 4096 138412296 32 3404 134348864 738295810 139527944 1116753922 6834368 128 328 545
is_linear=0
shrinkage=0.01


Tree=776
num_leaves=14
num_cat=3
split_feature=25 11 2 22 25 26 4 14 5 25 3 0 26
split_gain=209554 220604 462461 108862 95309.1 154165 96465.5 87799 126494 78948.3 256892 210533 678.912
threshold=0 1092.2834 11.223500000000003 524.87500000000011 1 2022.5000000000002 891.77550000000008 36.721200000000003 2.8222380000000005 2 1449.0631000000001 748.92250000000013 2022.5000000000002
decision_type=9 2 2 2 9 2 2 2 2 9 2 2 2
left_child=12 3 -3 4 5 -2 9 8 -8 11 -11 -6 -1
right_child=1 2 -4 -5 6 -7 7 -9 -10 10 -12 -13 -14
leaf_value=-0.44077190934665617 -0.043273000264609306 -0.071029556709177349 1.8453433974385263 -0.55820048667224398 -0.022845192949506616 0.3303411148659951 -0.43269252537366221 -0.86235861642020084 0.24628255329702212 0.0020495712313996304 0.94338548430081082 -0.62181790897401712 -0.39504510064623249
leaf_weight=63 216 34 20 35 10894 226 68 21 46 91605 29 59 67
leaf_count=63 216 34 20 35 10894 226 68 21 46 91605 29 59 67
internal_value=0 -0.000255583 0.638738 -0.000589968 -0.00040079 0.144491 -0.00103821 -0.268175 -0.15872 -0.00068677 0.00234723 -0.0260479 -0.387405
internal_weight=0 103253 54 103199 103164 442 102722 135 114 102587 91634 10953 130
internal_count=103383 103253 54 103199 103164 442 102722 135 114 102587 91634 10953 130
cat_boundaries=0 4 9 15
cat_threshold=0 0 0 131072 1073741824 0 4096 138412296 32 134348864 604014594 139790088 1116753922 6834368 128
is_linear=0
shrinkage=0.01


Tree=777
num_leaves=15
num_cat=4
split_feature=25 11 10 22 25 24 26 25 17 11 3 7 26 26
split_gain=205384 216214 420254 106696 93412.5 361803 145445 75551.4 193551 205527 158197 159140 26292.2 665.402
threshold=0 1092.2834 103.11795000000002 524.87500000000011 1 2 2022.5000000000002 3 527.79000000000008 147.14950000000002 1449.0631000000001 394.58800000000002 2022.5000000000002 2022.5000000000002
decision_type=9 2 2 2 9 1 2 9 2 2 2 2 2 2
left_child=13 3 -3 4 5 6 -2 8 9 -6 11 -9 -7 -1
right_child=1 2 -4 -5 7 12 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.43636418456122988 0.17855034233274913 -0.044253058994517612 1.7825773533731701 -0.55261848451410023 -0.019287253985525128 -0.2522638254122691 0.69660524091550291 0.00121104014115375 0.85584533681869501 -0.30111008421941238 0.71652617915984129 0.21671167785171855 -0.036046217818532074 -0.39109464759257301
leaf_weight=63 105 34 20 35 13067 111 112 88991 25 264 31 344 114 67
leaf_count=63 105 34 20 35 13067 111 112 88991 25 264 31 344 114 67
internal_value=0 -0.000253027 0.632351 -0.000584069 -0.000396782 0.143047 0.426289 -0.00102783 -0.0232024 -0.0248683 0.00228845 0.00204086 -0.136641 -0.383531
internal_weight=0 103253 54 103199 103164 442 217 102722 13356 13331 89366 89335 225 130
internal_count=103383 103253 54 103199 103164 442 217 102722 13356 13331 89366 89335 225 130
cat_boundaries=0 4 9 10 16
cat_threshold=0 0 0 131072 1073741824 0 4096 138412296 32 3404 134348864 738295810 206636808 43012098 6834368 128
is_linear=0
shrinkage=0.01


Tree=778
num_leaves=14
num_cat=0
split_feature=11 2 22 4 17 7 17 3 15 2 22 0 14
split_gain=199138 462304 104379 84119.4 61656.9 439353 82137 147525 91328 76269.4 65513 58817 24232.3
threshold=1092.2834 11.223500000000003 524.87500000000011 1468.3681000000001 527.79000000000008 174.01000000000002 368.06200000000007 14.451000000000002 6.0237500000000006 57.868500000000004 343.16750000000008 1438.4900000000002 85.770000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 9 10 8 -8 12 11 -1 -6
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0009924702473020036 -0.092251383849552712 1.8136312665939331 -0.54709229360307965 -0.43316165288289393 -0.029268682927920901 1.4687270826878756 -0.25911836194689386 -0.89941918509347107 0.47557767930238143 -0.61795688676834104 0.43820924454423432 0.33541013794449664 0.37439127460122107
leaf_weight=102926 35 20 35 45 58 23 64 28 23 20 34 52 20
leaf_count=102926 35 20 35 45 58 23 64 28 23 20 34 52 20
internal_value=0 0.600797 -0.00108459 -0.000899577 -0.000711178 0.224891 -0.00097588 -0.268078 -0.0648884 -0.0670295 -0.000677693 -0.0008226 0.0742339
internal_weight=0 55 103328 103293 103248 121 103127 115 87 98 103012 102978 78
internal_count=103383 55 103328 103293 103248 121 103127 115 87 98 103012 102978 78
is_linear=0
shrinkage=0.01


Tree=779
num_leaves=30
num_cat=4
split_feature=17 4 4 2 2 0 26 0 24 2 2 6 2 24 24 2 14 17 14 24 3 3 0 2 8 9 0 17 17
split_gain=105615 1.44009e+06 133137 242048 311434 84148.6 199196 73660 153798 184365 139159 73482.3 280077 426991 201129 65443.3 82396.7 68747.6 60988.4 56698.7 144689 90750.2 26393.5 22793 26291.8 9050.13 4879.3 1681.27 253.733
threshold=446.37500000000006 393.90000000000003 672.57974000000002 512.13625000000013 242.38250000000002 1438.4900000000002 2022.5000000000002 658.11750000000018 0 8.0915000000000017 130.34875000000002 222.67000000000004 23.455000000000002 1 2 186.72000000000003 52.647750000000009 629.26550000000009 45.189400000000006 3 1449.0631000000001 1077.3535000000002 748.92250000000013 49.990000000000009 4.5710000000000006 48.376050000000006 1077.3535000000002 808.93715250000014 527.79000000000008
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 1 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=2 15 5 4 18 7 -7 11 10 26 22 19 14 -14 -13 16 25 -18 23 21 -21 -1 -9 24 -4 27 -10 28 -2
right_child=1 -3 3 -5 -6 6 -8 8 9 -11 -12 12 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.010484787666067349 -0.18209175955681572 2.7024609729221889 -0.075524061123912148 -1.0911139889421135 1.0706085052490235 -0.2073520586353082 1.0428180953979491 0.16229700088500976 -0.22180325050354005 -1.0252639190774215 0.71366582419191094 0.30304116989640023 -0.1421542904767201 0.58222701904980567 -0.12494371504979668 -0.61864548146724707 -0.08209892654418946 0.71174371366699529 -0.71119107683499649 0.0053628882943159194 -0.71365600279399333 0.59218901233673094 -0.24833527097896654 -0.49134394168853762 -0.42963068733215332 -0.36155106580257418 -0.045811927629553752 -0.055182314372062689 -0.13644970530065997
leaf_weight=42230 21 21 130 29 20 26 25 23 50 38 28 129 129 209 516 20 20 24 24 59427 28 25 49 20 25 20 23 25 29
leaf_count=42230 21 21 130 29 20 26 25 23 50 38 28 129 129 209 516 20 20 24 24 59427 28 25 49 20 25 20 23 25 29
internal_value=0 0.241262 -0.00117885 -0.232599 -0.118914 -0.000621405 0.405476 -0.00082267 -0.187473 -0.422346 0.104973 -0.000439166 0.0856059 0.318782 -0.0365855 -0.0838024 -0.0068466 0.350906 -0.238464 -0.00127077 0.00502343 -0.0101258 -0.117161 -0.173633 -0.132638 -0.172543 -0.166354 -0.12214 -0.155619
internal_weight=0 180 103203 248 219 102955 51 102904 211 111 100 102693 983 338 645 159 139 44 199 101710 59455 42255 72 175 155 95 73 75 50
internal_count=103383 180 103203 248 219 102955 51 102904 211 111 100 102693 983 338 645 159 139 44 199 101710 59455 42255 72 175 155 95 73 75 50
cat_boundaries=0 1 2 3 4
cat_threshold=441 2600 2080 3008
is_linear=0
shrinkage=0.01


Tree=780
num_leaves=31
num_cat=0
split_feature=2 16 6 2 11 7 2 2 26 17 15 9 7 2 0 2 3 0 0 3 16 3 14 6 9 26 11 16 11 17
split_gain=125234 954751 356771 121583 117450 169747 220653 189831 109491 70829.3 578178 93863.4 93311.1 89427.9 83663.1 82727.1 324580 176509 99803.9 90693.4 147377 70059.6 42851.4 28015 15460.8 6249.15 4653.45 4629.45 1469.64 1431.83
threshold=883.10000000000014 47.946750000000009 123.18250000000002 1439.8675000000001 561.29150000000016 31.919999999999998 174.76450000000003 87.323999999999998 2022.5000000000002 527.79000000000008 238.80500000000004 617.48075000000006 23.854750000000006 17.202000000000002 112.50100000000002 472.9221300000001 23.036750000000005 438.42500000000007 228.21400000000003 1449.0631000000001 362.00600000000003 13.542999999999997 26.138750000000005 98.955000000000013 792.15000000000009 2022.5000000000002 1092.2834 9.2003150000000016 798.75000000000011 686.30475000000013
decision_type=2 2 2 2 2 2 2 2 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 8 9 7 21 23 -2 11 22 15 13 24 -14 19 18 -18 -17 20 -1 -7 27 26 -13 -5 28 29 -6 -11
right_child=1 -3 -4 25 5 6 -8 -9 -10 10 -12 12 14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00086099520189839224 0.85506215217785964 2.3233338150978087 -0.97845304361979157 -0.30023281233651294 -0.095526598675383462 -0.52151428153881663 -1.2815888925393424 0.87586276125907903 0.078673770467148116 -0.081683306656777865 1.7487990333920433 0.016229384937163055 -0.20542483270168305 0.52470071974254795 -0.96127559414616348 0.018193751306297551 -0.35701494746738005 -1.2661406121935164 0.75366442544119694 0.47072195820692109 -0.25824024337513207 0.26573261684179306 0.32884702062606813 -0.52024491000175477 -0.25000758884135971 -0.059062514305114749 -0.2015491563432357 -0.30626686245203016 0.0054971755916873614 -0.18694312708718436
leaf_weight=102335 39 20 30 21 36 26 30 20 34 24 21 29 32 21 27 152 90 28 21 41 220 20 20 20 88 22 34 24 24 28
leaf_count=102335 39 20 30 21 36 26 30 20 34 24 21 29 32 21 27 152 90 28 21 41 220 20 20 20 88 22 34 24 24 28
internal_value=0 0.274284 -0.0064077 0.244983 -0.000603579 -0.236856 -0.614373 -0.0227413 0.493457 -0.000122838 0.245782 -0.000401939 -0.218474 -0.0761688 -0.551323 1.56075e-05 -0.168354 -0.57274 0.107471 0.000493164 0.000305174 -0.179233 -0.0830028 -0.180391 -0.184017 -0.176843 -0.108082 -0.191384 -0.0551171 -0.138362
internal_weight=0 166 146 116 103411 210 76 134 73 103201 117 103084 197 138 59 102887 291 118 173 102596 102555 46 96 114 117 43 94 76 60 52
internal_count=103577 166 146 116 103411 210 76 134 73 103201 117 103084 197 138 59 102887 291 118 173 102596 102555 46 96 114 117 43 94 76 60 52
is_linear=0
shrinkage=0.01


Tree=781
num_leaves=17
num_cat=1
split_feature=20 20 3 22 16 25 8 14 12 8 7 12 0 3 18 20
split_gain=114076 503418 225004 118595 94512.5 74413.9 119937 144313 97846.3 74042.6 70587.2 50370.6 43622.7 16337.8 5219.22 3175.85
threshold=249.67500000000004 232.72350000000003 354.51980000000003 496.34503750000016 1107.6734000000001 0 1117.4100000000001 1092.2134000000003 85.888000000000019 166.61000000000004 9.2450000000000028 166.70600000000002 66.285000000000011 7.7340000000000009 31.989300000000004 450.81000000000006
decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 8 7 -7 9 -1 -8 12 13 14 15 -2
right_child=2 -3 -4 -5 -6 6 10 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.10443970552846152 -0.092165615129850664 1.5866908262372017 -1.2152800217128936 -0.60867927208542827 0.51248406304253469 0.0014377422745023617 -0.67240952389580866 -0.59196389942634398 0.56552935413692307 0.49493841614042011 -0.00942100818340595 0.24447327429248439 -0.62082191653194885 0.1253620633553891 -0.31647328523072327 -0.20959091663360596
leaf_weight=1110 51 20 21 32 36 102017 42 41 23 21 26 31 21 21 22 42
leaf_count=1110 51 20 21 32 36 102017 42 41 23 21 26 31 21 21 22 42
internal_value=0 0.0003105 -0.233553 3.50259e-06 0.00019203 1.34614e-05 0.000919534 0.00119935 -0.0794907 -0.0933107 -0.418914 -0.123892 -0.196626 -0.131126 -0.177962 -0.145196
internal_weight=0 103368 209 103348 103316 103280 102126 102058 1154 1131 68 188 157 136 115 93
internal_count=103577 103368 209 103348 103316 103280 102126 102058 1154 1131 68 188 157 136 115 93
cat_boundaries=0 6
cat_threshold=0 2 0 4227584 17039362 1024
is_linear=0
shrinkage=0.01


Tree=782
num_leaves=28
num_cat=2
split_feature=2 16 4 0 2 1 2 11 24 5 3 17 6 24 3 2 16 1 12 26 5 0 6 3 14 11 11
split_gain=122894 935518 477739 135156 145487 153833 289905 114479 156863 89150.7 365716 364065 294580 224581 165874 183706 126047 135422 110172 94133.1 80784 137137 78447 153439 70078.3 2298.49 1957.94
threshold=883.10000000000014 47.946750000000009 343.82250000000005 131.25500000000002 1070.9310000000003 0.45700000000000007 1439.8675000000001 561.29150000000016 0 26.770100000000003 1077.3535000000002 527.79000000000008 1054.5000000000002 1 670.0675 205.68850000000006 1107.6734000000001 1439.8675000000001 1078.0535000000002 2022.5000000000002 144.33250000000004 2.6275000000000004 8.6390000000000011 1077.3535000000002 25.572500000000002 798.75000000000011 912.00000000000011
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
left_child=7 2 3 4 -2 6 -6 9 20 14 11 12 13 -11 16 22 17 18 -1 -19 21 25 23 -16 26 -9 -10
right_child=1 -3 -4 -5 5 -7 -8 8 24 10 -12 -13 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0021547992332377379 -0.58193675279617307 2.3000171256065367 -1.2350575634149406 0.84140919876098641 1.4980947630746024 -0.41401258659362794 -0.1107668674364686 -0.10112285623183617 -0.27739970191436653 -0.063015194643862668 1.3870471439361571 1.0495136085237777 1.1323411337534588 0.065966460146417397 0.071519068554043774 -1.0115580829497308 -0.66108169950287921 0.081896708488464365 0.5511516999204954 1.0404990841945012 -0.43503561482429504 0.91018972396850584 0.41967294836044311 -0.65597964043887158 -0.86490517151661406 0.024597008192177975 -0.3863821756674588
leaf_weight=96846 25 20 26 30 21 20 24 26 34 2035 20 35 24 3967 64 31 29 20 36 21 25 21 20 53 39 33 32
leaf_count=96846 25 20 26 30 21 20 24 26 34 2035 20 35 24 3967 64 31 29 20 36 21 25 21 20 53 39 33 32
internal_value=0 0.271711 -0.00613908 0.260127 0.0663657 0.315713 0.640035 -0.0005962 -0.233841 -0.000121579 0.0370223 0.0325675 0.0266609 0.0222397 -0.00244728 -0.316396 -0.00190326 -0.00170603 -0.0019492 0.572888 0.0558313 0.216206 -0.159097 -0.258032 -0.482845 -0.030805 -0.33024
internal_weight=0 166 146 120 90 65 45 103411 210 103201 6081 6061 6026 6002 97120 168 96952 96923 96882 41 105 80 137 117 105 59 66
internal_count=103577 166 146 120 90 65 45 103411 210 103201 6081 6061 6026 6002 97120 168 96952 96923 96882 41 105 80 137 117 105 59 66
cat_boundaries=0 1 2
cat_threshold=311 2186
is_linear=0
shrinkage=0.01


Tree=783
num_leaves=18
num_cat=0
split_feature=20 20 3 22 16 11 7 3 11 0 0 3 12 0 3 11 17
split_gain=111802 492913 219827 115988 93713.9 91267.7 172233 140884 117573 157997 97785 66872.2 48978.1 42693.4 15981.8 9274.5 5026.76
threshold=249.67500000000004 232.72350000000003 354.51980000000003 496.34503750000016 1107.6734000000001 561.29150000000016 25.602500000000003 261.97000000000008 487.6375000000001 72.999000000000009 2.6275000000000004 1077.3535000000002 166.70600000000002 66.285000000000011 7.7340000000000009 10.988655000000001 10.273000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 5 8 10 -8 11 -10 -7 -1 13 14 15 16 -2
right_child=2 -3 -4 -5 -6 6 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00041115334275393703 -0.093906597677261047 1.5700503652989863 -1.2015802481060935 -0.60194966327399013 0.51031476179758706 -0.13285391517713957 -0.87900805759888434 0.10859071034193039 0.78640746721909149 -0.27592563992454894 0.55414227703442942 -0.26227762458250697 0.24041781267812176 -0.61419515230825972 0.12393536092269988 -0.36070705478841608 -0.27284720888733865
leaf_weight=102920 73 20 21 32 36 102 52 20 42 21 26 97 31 21 21 22 20
leaf_count=102920 73 20 21 32 36 102 52 20 42 21 26 97 31 21 21 22 20
internal_value=0 0.000308989 -0.231212 5.21137e-06 0.000191654 1.38424e-05 -0.2134 -0.604675 0.000427917 0.432296 0.00669219 0.000163808 -0.12282 -0.194542 -0.129743 -0.176067 -0.132388
internal_weight=0 103368 209 103348 103316 103280 200 72 103080 63 128 103017 188 157 136 115 93
internal_count=103577 103368 209 103348 103316 103280 200 72 103080 63 128 103017 188 157 136 115 93
is_linear=0
shrinkage=0.01


Tree=784
num_leaves=25
num_cat=0
split_feature=2 16 10 20 3 2 26 2 11 5 3 6 6 1 3 2 16 1 6 16 5 6 26 13
split_gain=120854 916003 521219 111699 180256 105597 121439 122477 77459 71336.4 456248 456160 394070 351180 142538 149992 115594 118619 80512.6 24658.2 33081.4 20766.3 16308.8 4835.17
threshold=883.10000000000014 47.946750000000009 4.4150000000000009 226.99500000000003 315.53370000000007 1439.8675000000001 2022.5000000000002 1070.9310000000003 1439.8675000000001 26.770100000000003 670.0675 1054.5000000000002 143.41900000000001 661.33164000000011 670.0675 205.68850000000006 1107.6734000000001 1439.8675000000001 8.6390000000000011 352.21000000000004 58.369000000000007 38.582500000000003 2022.5000000000002 16.994000000000003
decision_type=2 2 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 8 19 6 7 -2 9 14 11 13 -12 -11 16 18 17 -1 -16 20 21 23 -7 -5
right_child=1 -3 -4 4 -6 22 -8 -9 -10 10 12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.001576789792388093 0.28860534833825152 2.2764879727363585 -1.463224939618792 -0.14062062884911453 -1.1278614189028739 -0.35222952842712402 0.025483347290271036 1.3322644216364079 -0.49989147840007664 0.026039556535456938 0.17245292036873952 1.3461068081855774 1.7640905656133379 -0.7767182656201449 -0.25673984849554859 -0.94815175615507985 -0.64396042687552313 0.52376160889863965 0.4298294177055359 -0.41058965489268306 0.20007407158613205 -0.45407087337970736 0.03737537751595179 0.0058727365115593226
leaf_weight=96827 23 20 21 101 20 22 37 22 31 5942 35 26 28 55 117 29 28 43 20 28 32 20 21 29
leaf_count=96827 23 20 21 101 20 22 37 22 31 5942 35 26 28 55 117 29 28 43 20 28 32 20 21 29
internal_value=0 0.269449 -0.00548813 -0.000589381 -0.220718 0.239412 0.449886 0.798839 -9.86933e-05 5.1511e-05 0.0332627 0.0244075 0.879847 0.0186773 -0.00203086 -0.294809 -0.00152929 -0.0013436 -0.156511 -0.134323 -0.091821 -0.154092 -0.161957 -0.107941
internal_weight=0 166 146 103411 230 125 82 45 103181 103150 6086 6023 63 5997 97064 166 96898 96870 137 210 182 150 43 130
internal_count=103577 166 146 103411 230 125 82 45 103181 103150 6086 6023 63 5997 97064 166 96898 96870 137 210 182 150 43 130
is_linear=0
shrinkage=0.01


Tree=785
num_leaves=21
num_cat=1
split_feature=25 12 11 10 1 11 9 22 9 8 5 3 1 11 0 22 13 26 12 12
split_gain=176164 126882 230200 439621 193580 124467 139654 104965 94472.4 167618 94969.8 134970 93892.1 85869.3 51246.1 24919.7 12445.5 8004.8 1273.35 4292.32
threshold=0 522.5150000000001 1092.2834 7.9202500000000011 36.721200000000003 561.29150000000016 367.7580000000001 379.00000000000006 1117.4100000000001 85.676200000000009 1083.8250000000003 2.4592500000000004 469.21250000000003 228.02500000000001 48.276500000000006 611.39525000000015 22.989500000000003 2022.5000000000002 890.55300000000011 671.11374000000012
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 7 -4 13 6 14 8 10 -10 12 -12 -2 16 -6 -9 18 -1 19 -3
right_child=1 4 3 -5 5 -7 -8 15 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.47379493324380173 -0.0015297346443088819 -0.15027638675955435 -0.074830193365773845 1.8268102293014528 -0.40657569313049313 -1.3064490242004394 0.20038799941539764 -0.60512730324093034 -0.034817998766899109 -1.1167925009415265 0.10089940020016261 1.0579080047607423 0.14028433900334433 0.38325017867944178 -1.1224398007392884 -0.16699625072025118 -0.31558053125653951 -0.31517184020744432 -0.13457094424649291 0.040896217474389977
leaf_weight=57 102501 24 31 20 20 20 24 34 45 21 56 20 469 39 20 21 35 72 38 23
leaf_count=57 102501 24 31 20 20 20 24 34 45 21 56 20 469 39 20 21 35 72 38 23
internal_value=0 -0.00130336 -0.000766162 0.670911 -0.22954 -0.617857 -0.402672 -0.0010982 -0.000865243 -0.379083 -0.000622998 0.352744 -0.000883811 -0.0243917 -0.764508 -0.437841 -0.156875 -0.357544 -0.0915261 -0.0567238
internal_weight=0 103461 103218 51 243 84 64 103167 103112 66 103046 76 102970 159 40 55 120 129 85 47
internal_count=103590 103461 103218 51 243 84 64 103167 103112 66 103046 76 102970 159 40 55 120 129 85 47
cat_boundaries=0 4
cat_threshold=0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=786
num_leaves=19
num_cat=2
split_feature=25 12 22 14 9 5 9 8 6 26 4 9 10 24 11 13 10 26
split_gain=172659 124357 229912 191211 156122 121386 90361.2 152566 99133.1 467659 429616 107231 90483.9 81006.6 59908.3 44545.6 8156.84 7845.5
threshold=0 522.5150000000001 550.81750000000011 340.66206000000005 553.21400000000006 421.77600000000007 1117.4100000000001 85.676200000000009 877.0150000000001 2022.5000000000002 4.402000000000001 13.870200000000002 1098.7459000000001 1 228.02500000000001 128.13330350000004 1449.0631000000001 2022.5000000000002
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=17 2 6 4 5 14 8 -8 12 10 -10 -11 13 -2 15 -3 -14 -1
right_child=1 3 -4 -5 -6 -7 7 -9 9 11 -12 -13 16 -15 -16 -17 -18 -19
leaf_value=-0.46905698119548328 0.011221124829102263 -0.11326726647242903 0.92190274971502806 -0.8998922993077173 0.6861188806187023 -0.94070950067043302 -0.034469819784164434 -1.0505977689136159 0.12512789135887509 0.083461460221845377 2.1478941899254211 -0.71349440188407898 0.51155595079545058 -0.0075885164556567632 0.2514442140034267 -0.55261995301644007 0.26599696119626365 -0.31202011931273677
leaf_weight=57 34355 100 27 36 22 20 45 22 21 52 21 25 31 68595 35 30 24 72
leaf_count=57 34355 100 27 36 22 20 45 22 21 52 21 25 31 68595 35 30 24 72
internal_value=0 -0.00129033 -0.0007585 -0.227245 -0.110263 -0.204967 -0.000999915 -0.368124 -0.000761394 0.287698 1.13651 -0.17529 -0.00109465 -0.00131128 -0.115787 -0.214656 0.404403 -0.353969
internal_weight=0 103461 103218 243 207 185 103191 67 103124 119 42 77 103005 102950 165 130 55 129
internal_count=103590 103461 103218 243 207 185 103191 67 103124 119 42 77 103005 102950 165 130 55 129
cat_boundaries=0 4 5
cat_threshold=0 0 0 131072 51
is_linear=0
shrinkage=0.01


Tree=787
num_leaves=21
num_cat=2
split_feature=25 12 11 10 1 6 0 15 22 0 6 2 2 25 19 15 2 11 22 12
split_gain=169223 121882 225473 430233 188736 121888 193309 121148 104871 95543 94291.8 360177 453029 138002 92139.9 200891 94722.4 24395.5 23511.4 11587.8
threshold=0 522.5150000000001 1092.2834 7.9202500000000011 169.65250000000003 55.50500000000001 10.050250000000004 190.73750000000004 379.00000000000006 48.276500000000006 222.67000000000004 22.333736000000005 39.465500000000013 1 373.75800000000004 174.94400000000002 749.57248000000016 228.02500000000001 611.39525000000015 1078.0535000000002
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=-1 2 8 -4 5 9 -7 -6 10 17 14 13 -13 -12 16 -16 -2 19 -10 -3
right_child=1 4 3 -5 7 6 -8 -9 18 -11 11 12 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.35042934907426082 -0.0025280696440180086 -0.096177248224616055 -0.073741400472579474 1.8074847774505616 -0.34479507419798111 -0.21176122883955639 1.1194017686843873 -1.2620232939720155 -0.60011580498341255 -0.83207083974565776 0.16862980077343603 1.4584960744507385 0.23283220281090056 -0.13384836317273324 0.085978584130605051 1.1939787040650844 0.23872898070541626 0.21828700637817386 -0.17454532481375196 -0.33688213428748504
leaf_weight=129 101760 70 31 20 36 24 20 24 34 21 207 33 350 489 90 20 163 20 21 28
leaf_count=129 101760 70 31 20 36 24 20 24 34 21 207 33 350 489 90 20 163 20 21 28
internal_value=0 -0.00127742 -0.000750912 0.663994 -0.224972 -0.0653939 0.393313 -0.711686 -0.00107952 -0.210596 -0.000846671 0.0921446 0.338438 -0.0433875 -0.00183005 0.287433 -0.00214224 -0.0999946 -0.437625 -0.16495
internal_weight=0 103461 103218 51 243 183 44 60 103167 139 103112 1079 383 696 102033 110 101923 118 55 98
internal_count=103590 103461 103218 51 243 183 44 60 103167 139 103112 1079 383 696 102033 110 101923 118 55 98
cat_boundaries=0 4 10
cat_threshold=0 0 0 131072 8388608 0 512 35651584 0 8448
is_linear=0
shrinkage=0.01


Tree=788
num_leaves=25
num_cat=2
split_feature=25 13 13 16 0 0 0 24 9 6 0 7 1 2 8 16 11 10 11 3 1 26 13 13
split_gain=166097 120806 253746 889280 273878 290392 161473 127491 120994 117675 469849 842350 146960 114362 109319 96317.6 91839.8 95515.5 81598.3 81062.4 8224.34 7689.38 245.4 58.2476
threshold=0 494.43250000000006 278.25000000000006 371.63775000000004 367.42525000000006 162.49250000000004 46.450297500000012 1 1.6205000000000001 665.85000000000014 21.000235000000004 7.7340000000000009 96.32442850000001 45.61910000000001 401.69424000000004 925.3130000000001 1439.8675000000001 901.21050000000014 242.583 39.693700000000007 34.427500000000002 2022.5000000000002 901.21050000000014 667.23000000000013
decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 9 4 5 7 8 -4 20 15 12 -12 19 -10 18 16 17 -2 -8 -11 22 -1 23 -3
right_child=1 6 3 -5 -6 -7 14 -9 13 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.46086211748290484 -0.0019965047060754686 -0.22008263289928437 0.3386492405399199 2.0962351924896239 -0.94437712078744707 1.375188336133957 -0.72767214192284491 -0.11848503275871278 -0.06044505372643471 -0.10658664431346923 2.4303155889113746 0.049210455784430868 0.64879233982252038 0.9157785299846104 -1.2153158068656922 -0.48086347515650446 -0.62041148970524473 0.3598545943221001 0.10345895040602912 -0.80517726898193365 -0.42702609300613403 -0.30539562217063376 -0.17269449336962267 -0.20053388765564673
leaf_weight=57 102599 35 114 25 22 20 27 115 28 98 24 39 23 21 22 42 24 73 21 20 20 72 22 27
leaf_count=57 102599 35 114 25 22 20 27 115 28 98 24 39 23 21 22 42 24 73 21 20 20 72 22 27
internal_value=0 -0.00126461 -0.000762519 0.291605 0.125127 0.219621 -0.233765 0.118698 -0.0517531 -0.0016032 0.238333 0.956298 -0.0824597 0.357936 -0.631592 -0.00207962 -0.00188381 -0.00173923 -0.364052 -0.224992 -0.24478 -0.347177 -0.201388 -0.211569
internal_weight=0 103461 103238 296 271 249 223 229 153 102942 204 63 141 49 70 102738 102696 102672 48 118 104 129 84 62
internal_count=103590 103461 103238 296 271 249 223 229 153 102942 204 63 141 49 70 102738 102696 102672 48 118 104 129 84 62
cat_boundaries=0 4 5
cat_threshold=0 0 0 131072 1440
is_linear=0
shrinkage=0.01


Tree=789
num_leaves=25
num_cat=1
split_feature=13 22 0 8 6 0 7 1 7 18 2 13 24 4 4 16 17 11 4 1 26 10 13 13
split_gain=117480 273825 158702 107143 105505 396437 896116 194471 114901 106467 97095.2 96749.6 268426 268677 256201 94552.8 96868 79974.5 34099.2 17791.9 11814.6 5905.96 8301.58 540.551
threshold=494.43250000000006 550.81750000000011 46.450297500000012 401.69424000000004 665.85000000000014 21.000235000000004 7.7340000000000009 96.32442850000001 346.20500000000004 1129.6950200000003 45.61910000000001 278.25000000000006 0 216.15000000000003 79.530000000000015 925.3130000000001 1037.0750000000003 242.583 49.373000000000012 28.172500000000003 2022.5000000000002 10.151167000000001 619.25400000000013 796.68750000000011
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
left_child=1 4 10 17 9 7 -7 18 -8 11 19 15 14 -14 -13 16 -1 -4 20 21 -6 22 -2 -24
right_child=2 -3 3 -5 5 6 8 -9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25
leaf_value=-0.0025115415290142872 0.072588158884774087 1.0897823886249378 -0.72039542516072586 -1.2031626257029446 0.028799140636737528 2.4060123948256176 -0.56483610033988951 0.73357310485839844 0.48243655161424115 0.72762518793344499 0.43925911605358126 0.35084845182570545 0.065010366409447545 -1.1656463308334351 1.5573672173239967 -0.47694706508801099 0.69350172543525701 0.10242436408996582 -0.58176324201666785 -0.45233736222982407 -0.21989747634364498 -0.28022022184729578 -0.11213186662305485 -0.17472578707579023
leaf_weight=102762 23 23 27 22 26 24 20 25 22 20 32 88 157 20 22 42 20 21 23 20 72 20 22 37
leaf_count=102762 23 23 27 22 26 24 20 25 22 20 32 88 157 20 22 42 20 21 23 20 72 20 22 37
internal_value=0 -0.00121576 -0.230475 -0.625276 -0.00145858 0.221397 0.864563 -0.0693498 -0.0162647 -0.00191669 -0.05102 -0.00205819 0.181291 -0.0700872 0.542806 -0.00256995 -0.00237611 -0.360412 -0.235243 -0.179618 -0.153917 -0.126143 -0.0885638 -0.151386
internal_weight=0 103366 224 70 103343 212 66 146 42 103131 154 103111 287 177 110 102824 102782 48 121 122 98 102 82 59
internal_count=103590 103366 224 70 103343 212 66 146 42 103131 154 103111 287 177 110 102824 102782 48 121 122 98 102 82 59
cat_boundaries=0 1
cat_threshold=864
is_linear=0
shrinkage=0.01


Tree=790
num_leaves=22
num_cat=0
split_feature=2 7 26 2 0 7 12 1 1 9 11 8 16 0 18 14 4 1 11 4 26
split_gain=214433 747200 201024 287244 195837 114892 106177 196716 102796 80192.1 180924 130561 80723 173298 92812.8 60853.4 95874.4 86581.9 35559.7 30798.7 29524.7
threshold=883.10000000000014 329.28675000000004 2022.5000000000002 1439.8675000000001 50.029250000000012 1481.2725000000003 522.5150000000001 511.45025000000004 1439.8675000000001 407.55349999999999 522.5150000000001 153.40400000000002 196.83723500000002 438.42500000000007 925.3130000000001 105.905 12.649500000000002 14.638830000000002 101.87100000000001 160.239 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
left_child=5 2 3 -2 -4 6 8 15 9 12 11 -11 14 -14 -1 16 18 -18 -8 -17 -10
right_child=1 -3 4 -5 -6 -7 7 -9 20 10 -12 -13 13 -15 -16 19 17 -19 -20 -21 -22
leaf_value=0.00076968375440649751 1.0446693303034855 2.1753632278442381 0.066979080431370269 -0.3843786653063514 -1.0914030321836472 -0.52998526916271305 -0.28148496464621731 -1.1676023721694946 0.18370249366760255 -0.075544893200933244 0.69771297886967665 -0.48856092287586372 -0.086834056374312782 -1.0144020743597122 0.68205884230136871 -0.21837021108026858 0.85742344677448279 -0.073070555210113519 0.15615738599250714 -0.73611837577819828 0.694760226378074
leaf_weight=102187 39 20 54 22 20 41 82 20 20 257 24 109 493 21 20 27 20 20 24 20 26
leaf_count=102187 39 20 54 22 20 41 82 20 20 257 24 109 493 21 20 27 20 20 24 20 26
internal_value=0 0.371496 0.104256 0.529275 -0.246097 -0.000728653 -0.000518732 -0.223556 -5.82029e-05 -0.000269048 -0.143392 -0.198547 0.000274347 -0.124731 0.000902999 -0.125727 -0.024979 0.392176 -0.182396 -0.438689 0.472561
internal_weight=0 155 135 61 74 103411 103370 213 103157 103111 390 366 102721 514 102207 193 146 40 106 47 46
internal_count=103566 155 135 61 74 103411 103370 213 103157 103111 390 366 102721 514 102207 193 146 40 106 47 46
is_linear=0
shrinkage=0.01


Tree=791
num_leaves=19
num_cat=0
split_feature=2 7 5 26 7 22 0 2 3 2 14 3 0 9 1 26 2 1
split_gain=210165 732331 264118 234935 112605 97988.4 84338.3 301031 122711 109625 150123 149380 99833.5 106738 55512.7 45569 2526.53 835.702
threshold=883.10000000000014 329.28675000000004 130.89900000000003 2022.5000000000002 1481.2725000000003 524.87500000000011 883.10000000000014 315.17050000000006 126.29875000000003 542.8678000000001 38.582500000000003 543.52500000000009 658.11750000000018 407.55349999999999 35.548000000000009 2022.5000000000002 1439.8675000000001 7.8769000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 17 5 6 9 8 15 12 11 -11 13 -1 -14 -8 -5 -2
right_child=1 -3 -4 16 -6 -7 7 -9 -10 10 -12 -13 14 -15 -16 -17 -18 -19
leaf_value=0.00069295290379085914 0.86617940165599194 2.1536096630096435 -0.74242799890452416 -0.16034489955649608 -0.52468541994327456 -0.54534357509829778 0.10643708474213077 1.3141888067939065 0.66698593069005896 -0.24420553962676189 -0.97552984724442171 0.61906345782072647 -0.14181405523244073 -0.1659095759728412 -0.6274458734194438 -0.28710011039461408 -0.020163630425930022 0.78272769784927365
leaf_weight=102477 30 20 29 36 41 33 62 22 27 156 24 23 68 386 36 56 20 20
leaf_count=102477 30 20 29 36 41 33 62 22 27 156 24 23 68 386 36 56 20 20
internal_value=0 0.367781 0.103214 0.334568 -0.000721367 -0.000513545 -0.000339557 0.224205 0.0588284 -0.000703025 -0.232859 -0.133283 -0.000245329 6.77662e-05 -0.309917 -0.0803263 -0.11028 0.832799
internal_weight=0 155 135 106 103411 103370 103337 167 145 103170 203 179 102967 102863 104 118 56 50
internal_count=103566 155 135 106 103411 103370 103337 167 145 103170 203 179 102967 102863 104 118 56 50
is_linear=0
shrinkage=0.01


Tree=792
num_leaves=32
num_cat=10
split_feature=2 12 0 1 25 24 25 10 25 16 3 7 16 7 25 24 0 2 2 8 10 24 3 0 0 24 10 3 24 24 10
split_gain=205983 729869 135368 226414 116242 373466 185878 135158 105674 167475 136947 124391 103871 159025 95542.7 133928 93890 83452.9 185552 69642.8 87422.1 64887.8 64768.8 46694.3 28295.9 21694.8 18044.1 16810.7 12138.1 456.912 41.5827
threshold=883.10000000000014 166.70600000000002 131.25500000000002 7.8769000000000009 0 1 2 796.68750000000011 3 264.3250000000001 315.53370000000007 1481.2725000000003 247.80448000000004 394.58800000000002 4 5 1438.4900000000002 1439.8675000000001 1070.9310000000003 334.76100000000002 1449.0631000000001 6 233.37814 5.0070000000000006 13.236540000000002 7 1098.7459000000001 670.0675 8 9 901.21050000000014
decision_type=2 2 2 2 9 1 9 2 9 2 2 2 2 2 9 1 2 2 2 2 2 1 2 2 2 1 2 2 1 1 2
left_child=4 2 3 17 5 6 -1 8 9 10 22 12 16 -14 21 23 -10 18 -2 20 26 -7 -6 28 -23 -8 30 -12 -16 -17 -9
right_child=1 -3 -4 -5 7 14 25 19 11 -11 27 -13 13 -15 15 29 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.01786007010853374 -0.186929190013219 2.0513204314491968 0.65179825156927107 -0.84059458617506355 -0.054212888287985282 0.26913873342500216 0.61793145584432707 -0.27110838723182679 0.0012330088179809413 0.81819245490160852 -0.42073159770718938 -0.69103814558914078 -0.2194203002082335 0.49521276740466846 0.16384343123826825 -0.19122526465080403 0.58038537180849481 -0.23359501327629442 1.097657815684443 -0.81425962982177735 0.3465597070966448 0.025788358560542474 0.3502433089613915 -0.37636470131252125 -0.36926205492019654 0.31388023368503948 -0.59930636479304389 -0.79224077133905324 0.011783619108846633 -0.34621257173098052 -0.25071655178070068
leaf_weight=133 22 22 32 29 3895 128 142 20 97593 22 29 26 370 34 112 125 28 27 23 25 21 194 40 23 20 136 26 21 108 120 20
leaf_count=133 22 22 32 29 3895 128 142 20 97593 22 29 26 370 34 112 125 28 27 23 25 21 194 40 23 20 136 26 21 108 120 20
internal_value=0 0.364103 0.0850145 -0.0945606 -0.000714153 0.0950958 0.338019 -0.00188702 -0.00150619 -0.0517768 -0.0567096 0.000553416 0.000736909 -0.159278 -0.0277872 -0.116667 0.00139912 0.205925 0.469638 -0.349082 -0.21541 0.0987467 -0.0501015 0.0502884 -0.0106353 0.48525 -0.394219 -0.576765 0.0971789 -0.277737 -0.260912
internal_weight=0 155 133 101 103411 1241 411 102170 102058 4007 3985 98051 98025 404 830 488 97621 72 45 112 87 342 3935 243 214 278 66 50 220 245 40
internal_count=103566 155 133 101 103411 1241 411 102170 102058 4007 3985 98051 98025 404 830 488 97621 72 45 112 87 342 3935 243 214 278 66 50 220 245 40
cat_boundaries=0 5 6 10 16 21 22 23 24 25 26
cat_threshold=1073741824 0 4096 2260992 32 2632 0 0 0 32768 256 8405122 282 206569984 786432 32 0 0 4096 32768 32 305 1060 72 288 1152
is_linear=0
shrinkage=0.01


Tree=793
num_leaves=23
num_cat=4
split_feature=4 4 7 25 10 13 3 1 6 25 24 3 1 6 11 25 10 3 14 3 13 3
split_gain=145978 168597 1.04457e+06 105109 139590 106191 96037.2 97942.8 89193.8 88808.2 172433 127418 118756 107720 92072.6 89406.7 78358.3 78349.1 75897.5 128719 31423.9 22648.3
threshold=1468.3681000000001 891.77550000000008 329.28675000000004 0 377.13375000000002 383.61250000000007 603.67000000000019 33.259025000000008 8.0827500000000025 1 2 1449.0631000000001 438.42500000000007 1424.6500000000003 1092.2834 3 556.40500000000009 7.8873450000000007 111.61553050000002 414.53600000000012 619.25400000000013 1077.3535000000002
decision_type=2 2 2 9 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2
left_child=1 3 8 4 5 6 7 -1 17 10 12 13 15 14 -11 -5 -6 -3 19 -12 -7 -8
right_child=-2 2 -4 9 16 20 21 -9 -10 11 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.046343773045670514 -0.57603552254763513 -0.15521529873976342 2.4550596227645873 0.069333134397534843 -0.95552384157975512 0.70805993038675052 -0.67033360609641446 0.092769780612486794 -0.64031337434595292 0.00092731809605489342 0.17567573429705827 0.68795362790425618 -0.7529682300401771 0.68516996445863143 -0.48505663229868967 -0.1751053569789677 -0.23275916677713393 0.61461632786691189 0.77823894214630129 -0.56699629465738932 0.17941861353137278 -0.26046100548335482
leaf_weight=5853 44 39 20 397 24 23 26 554 22 95226 845 27 23 23 39 227 40 20 20 24 22 28
leaf_count=5853 44 39 20 397 24 23 26 554 22 95226 845 27 23 23 39 227 40 20 20 24 22 28
internal_value=0 7.91146e-05 0.408448 -0.000319695 -0.0389951 -0.0344827 -0.0378544 -0.0343149 -0.0968884 0.00230768 0.0774924 0.00108808 -0.0465748 0.00089357 0.000728364 -0.0212843 -0.503796 0.105745 0.1673 0.155165 0.449613 -0.457807
internal_weight=0 103522 101 103421 6570 6506 6461 6407 81 96851 1536 95315 647 95288 95265 624 64 59 889 869 45 54
internal_count=103566 103522 101 103421 6570 6506 6461 6407 81 96851 1536 95315 647 95288 95265 624 64 59 889 869 45 54
cat_boundaries=0 6 11 12 17
cat_threshold=16640 545275906 794 206569984 1074528384 32 1073741824 0 4096 2261026 32 422 1073741824 0 0 32770 32
is_linear=0
shrinkage=0.01


Tree=794
num_leaves=35
num_cat=8
split_feature=2 12 4 0 1 26 25 24 25 10 25 16 3 7 16 7 25 24 0 8 10 4 24 0 26 26 24 11 3 26 26 26 26 26
split_gain=201641 714142 306394 418623 164834 113799 112304 363502 182771 132148 102153 164030 133825 122453 101698 155898 93002.8 130982 92152.3 68744.7 85544.5 64344.9 63734.1 45889.9 27913.5 22326.7 21617.8 20597.5 16331.6 15560.2 4302.95 837.455 753.355 13.6256
threshold=883.10000000000014 166.70600000000002 223.58100000000002 131.25500000000002 7.8769000000000009 2022.5000000000002 0 1 2 796.68750000000011 3 264.3250000000001 315.53370000000007 1481.2725000000003 247.80448000000004 394.58800000000002 4 5 1438.4900000000002 334.76100000000002 1449.0631000000001 449.81750000000005 6 5.0070000000000006 2022.5000000000002 2022.5000000000002 7 128.13330350000004 670.0675 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 2 2 9 1 9 2 9 2 2 2 2 2 9 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 7 8 25 10 11 12 21 14 18 -16 22 23 -12 20 27 -8 30 29 -24 -1 32 -11 -14 -18 -9 -19 -10 -28
right_child=1 -3 -4 -5 -6 -7 9 16 26 19 13 -13 28 -15 15 -17 17 31 -20 -21 -22 -23 24 -25 -26 -27 33 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.14002313368661065 0.72118263988659292 2.0291878752274948 -1.0566951990127564 1.5600680028824578 -0.71717952211697888 -0.10598443156633622 -0.045651725785989035 0.2259529689100922 0.67596776988408336 -0.27274994364899136 0.0012171654935096599 0.81006788107481864 -0.41608552238036844 -0.68563992839593157 -0.21715338601823267 0.4904183850568884 0.18496240246754425 -0.30466683192686606 0.5749853154616098 -0.80733253831863405 0.34354549589611239 -0.5030492521870521 -0.13035882098003498 -0.37330402125482975 0.098218854440225128 -0.11946570328303746 0.33539785003662109 -0.65715160846710208 -0.78226271311442064 0.016511704510655895 0.34204055953381668 -0.26768740081018016 0.62988293067268708 0.32906116799569468
leaf_weight=70 29 22 20 21 24 39 3904 61 73 46 97593 22 29 26 370 34 104 121 28 25 21 31 103 23 111 63 65 20 21 116 67 124 69 71
leaf_count=70 29 22 20 21 24 39 3904 61 73 46 97593 22 29 26 370 34 104 121 28 25 21 31 103 23 111 63 65 20 21 116 67 124 69 71
internal_value=0 0.360247 0.0841813 0.286106 -0.00468918 0.246778 -0.000704304 0.093469 0.333128 -0.00185714 -0.00148057 -0.0509065 -0.0557874 0.000544429 0.000726487 -0.157605 -0.0277587 -0.115447 0.00138174 -0.345164 -0.212357 -0.0492551 0.0970886 0.0496658 -0.0112708 0.015911 0.479069 -0.389235 -0.56988 0.0961429 0.265941 -0.274737 0.610576 0.309344
internal_weight=0 155 133 113 92 68 103411 1241 411 102170 102058 4007 3985 98051 98025 404 830 488 97621 112 87 3935 342 243 214 133 278 66 50 220 128 245 142 136
internal_count=103566 155 133 113 92 68 103411 1241 411 102170 102058 4007 3985 98051 98025 404 830 488 97621 112 87 3935 342 243 214 133 278 66 50 220 128 245 142 136
cat_boundaries=0 5 6 10 16 21 22 23 24
cat_threshold=1073741824 0 4096 2260992 32 2632 0 0 0 32768 256 8405122 282 206569984 786432 32 0 0 4096 32768 32 305 1060 72
is_linear=0
shrinkage=0.01


Tree=795
num_leaves=35
num_cat=10
split_feature=14 11 2 4 6 25 24 24 8 2 16 25 24 25 26 6 25 4 8 6 14 3 26 1 25 24 26 1 1 24 12 26 14 26
split_gain=176696 402901 360311 192020 169722 141632 313278 139855 272521 102209 90745.2 90059.5 964100 85043.3 83773.6 558786 232163 63707.8 60281.8 78204.3 351326 52524.5 49868.7 45462 45423 109731 41573.5 32661.7 31525.7 25248.5 20440.8 15538.5 7376.57 293.662
threshold=190.60000000000002 1439.8675000000001 542.8678000000001 133.78600000000003 165.29860000000002 0 1 2 21.000235000000004 4.1470000000000011 1107.6734000000001 3 4 5 2022.5000000000002 665.85000000000014 6 266.29450000000003 225.65850000000003 16.667000000000005 522.5150000000001 198.78000000000003 2022.5000000000002 101.73250000000002 7 8 2022.5000000000002 8.3632500000000025 49.853800000000007 9 25.844976000000003 2022.5000000000002 401.65523999999999 2022.5000000000002
decision_type=2 2 2 2 2 9 1 1 2 2 2 9 1 9 2 2 9 2 2 2 2 2 2 2 9 1 2 2 2 1 2 2 2 2
left_child=1 5 3 7 17 6 9 8 27 24 11 12 22 33 15 -13 -16 -5 19 23 -21 -6 -7 -9 25 -1 -14 32 29 -15 -20 -26 -2 -8
right_child=2 -3 -4 4 21 10 13 18 -10 -11 -12 14 26 28 16 -17 -18 -19 30 20 -22 -23 -24 -25 31 -27 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.41678695392207943 0.042632299763091068 1.4203783335462214 -1.2445398194008861 -0.51306258621215817 -1.1675747272886079 1.2483893018722534 -0.053008214352177639 -0.11513223995640876 1.3493686559200289 -0.53866598739073834 0.55192711035410558 0.0092659374577390239 -0.358291603071349 -0.50796975640689623 -0.094882226592742078 1.017764421116222 -0.0025254006984404805 0.13360909351935754 -0.26303091515194288 -0.12755286481908776 1.2853065257113088 -0.56036278894969394 0.80176321725845345 -0.51620403924295977 -0.099185265017052493 -0.025506833044231913 -0.078504030294347521 0.42242097091674807 -0.73580061912536621 -0.25770283234274638 -0.70475141131877905 0.078928052759170531 -0.16476941497237593 -0.01954741389663131
leaf_weight=109 47 20 29 25 29 50 51 320 20 26 30 51092 112 109 2877 55 47598 39 22 88 22 28 50 31 96 112 101 20 24 230 20 100 27 54
leaf_count=109 47 20 29 25 29 50 51 320 20 26 30 51092 112 109 2877 55 47598 39 22 88 22 28 50 31 96 112 101 20 24 230 20 100 27 54
internal_value=0 0.00118362 -0.151161 -0.108197 -0.472443 0.000907716 -0.122545 -0.0367642 0.266054 0.0681049 0.00202251 0.00186087 0.168576 -0.30066 0.00133066 0.0103504 -0.0078089 -0.118997 -0.108527 -0.0776411 0.155019 -0.869295 0.931888 -0.150555 0.10757 0.201237 -0.215505 0.0638656 -0.375218 -0.360758 -0.473374 -0.00790767 -0.0330413 -0.0326868
internal_weight=0 102896 767 738 121 102876 911 617 114 443 101965 101935 313 468 101622 51147 50475 64 503 461 110 57 100 351 417 221 213 94 363 339 42 196 74 105
internal_count=103663 102896 767 738 121 102876 911 617 114 443 101965 101935 313 468 101622 51147 50475 64 503 461 110 57 100 351 417 221 213 94 363 339 42 196 74 105
cat_boundaries=0 5 6 7 13 14 19 24 26 27 28
cat_threshold=1073742080 536870912 0 10 536870928 2451 1040 0 0 4096 4325632 32 32 1124 256 0 0 0 536870928 1081344 130 128 33591808 16384 1073741824 536870912 2306 72
is_linear=0
shrinkage=0.01


Tree=796
num_leaves=32
num_cat=3
split_feature=14 11 2 4 6 25 25 14 25 2 1 18 6 2 4 22 16 2 7 2 4 13 3 8 7 7 13 1 3 4 22
split_gain=173179 394884 353141 188199 166344 138905 103108 512391 89528.1 809871 941522 245722 189595 170079 96268.8 78828.1 79456.2 69524.4 65492.1 65064.6 62284 57560.4 51479.2 42115.9 28212.6 49968.2 27411 45255.9 23829.2 3845.87 823.17
threshold=190.60000000000002 1439.8675000000001 542.8678000000001 133.78600000000003 165.29860000000002 0 1 678.01075000000003 2 658.86750000000018 48.83227500000001 422.53750000000008 243.82689999999999 883.10000000000014 165.05000000000004 379.00000000000006 1107.6734000000001 272.24748000000005 26.434720000000002 1439.8675000000001 5.0070000000000006 358.32057250000008 198.78000000000003 380.13250000000005 81.89400000000002 0.2989 217.51750000000004 169.65250000000003 5.0070000000000006 521.79500000000019 524.87500000000011
decision_type=2 2 2 2 2 9 9 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=1 5 3 6 18 17 7 24 9 11 -11 12 -7 15 19 16 -10 20 -5 -15 23 26 -6 28 25 -2 27 -8 -1 -22 -17
right_child=2 -3 -4 4 22 8 21 -9 13 10 -12 -13 -14 14 -16 30 -18 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=-0.057967102095821142 -0.076238957283825709 1.4061745374798775 -1.232094431498955 0.1643119396103753 -1.1558989662959658 0.014307159113918683 -0.081661754793839539 1.5335299423336983 -5.8124590195780873e-05 2.2217170211672785 -0.27559697481302114 1.0160300952911376 0.34680560781874442 -0.51608182567358019 -1.0278823316664925 -0.46039167207220322 0.63031050872802741 -0.58054800909943882 -0.48053149087088448 0.10602918530332632 -0.35784422499792917 -0.524137313850224 -0.55475916215351651 -0.46590336390904019 -0.31522748331869804 0.47808579254150391 0.2070895146926244 -0.56993675822019574 -0.29485996278127036 -0.52848633079528806 -0.37483071224255993
leaf_weight=753 87 20 29 36 29 6697 373 24 94850 36 26 25 176 40 21 23 20 32 28 29 28 32 28 28 31 20 30 20 45 25 22
leaf_count=753 87 20 29 36 29 6697 373 24 94850 36 26 25 176 40 21 23 20 32 28 29 28 32 28 28 31 20 30 20 45 25 22
internal_value=0 0.00117133 -0.14965 -0.107115 -0.467719 0.00089818 -0.0363966 0.174195 0.00200219 0.0365954 1.17446 0.0264212 0.0228216 -0.000535664 -0.435044 -0.000123713 7.47664e-05 -0.12136 -0.117807 -0.254615 -0.106024 -0.112727 -0.860602 -0.0847012 -0.0495879 0.0273731 -0.0842692 -0.10651 -0.0713257 -0.438336 -0.418562
internal_weight=0 102896 767 738 121 102876 617 162 101965 6960 62 6898 6873 95005 90 94915 94870 911 64 69 879 455 57 826 138 107 423 393 798 53 45
internal_count=103663 102896 767 738 121 102876 617 162 101965 6960 62 6898 6873 95005 90 94915 94870 911 64 69 879 455 57 826 138 107 423 393 798 53 45
cat_boundaries=0 5 11 17
cat_threshold=1073742080 536870912 0 10 536870928 33280 131584 0 0 0 256 268435584 131200 4624 175309088 32 32
is_linear=0
shrinkage=0.01


Tree=797
num_leaves=25
num_cat=1
split_feature=14 11 2 5 5 0 24 15 14 22 16 3 8 18 0 0 14 11 14 13 8 11 22 14
split_gain=169732 387025 346114 192964 226912 461430 201216 146067 95472 79509.6 95013.9 110810 82306.2 88264.2 70924.4 56941.2 54770.2 51136.4 30115.9 23215.2 19014.4 13971.7 4625.51 977.051
threshold=190.60000000000002 1439.8675000000001 542.8678000000001 117.99690000000002 26.770100000000003 7.454158500000001 0 45.564785000000008 808.55215250000015 379.00000000000006 1107.6734000000001 1449.0631000000001 1117.4100000000001 1129.6950200000003 252.70150000000004 32.410100000000007 678.01075000000003 316.3517500000001 522.5150000000001 118.26160000000002 1468.3681000000001 9.2480000000000029 611.39525000000015 1092.2134000000003
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
left_child=1 9 3 4 6 21 7 18 15 10 11 12 13 -1 16 -8 17 19 -2 -5 -14 -6 -11 -10
right_child=2 -3 -4 14 5 -7 8 -9 23 22 -12 -13 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0012246409202873376 0.23771359774573098 1.3921128650903702 -1.2197734764526631 -0.13665266081398608 0.019895243465900422 1.5067809884888785 -0.084200133270025262 1.0382872672514483 -0.56343561694735567 -0.45371244307826547 0.57340337260016083 -0.53897595004031529 -0.53372215024886593 0.66560934174060815 -0.81692910741357239 -0.42647897777886229 0.17757944548130034 -0.7690151104662154 -0.19681425885720685 -0.48722954750061037 -0.1912876527449664 -0.35389248275756835 -0.26205653202533724 -0.65438247327451349
leaf_weight=102670 58 20 29 51 20 28 300 22 21 34 29 38 31 20 34 58 20 27 22 30 34 20 20 27
leaf_count=102670 58 20 29 51 20 28 300 22 21 34 29 38 31 20 34 58 20 27 22 30 34 20 20 27
internal_value=0 0.00115961 -0.148153 -0.106044 -0.0202892 0.522205 -0.0929065 0.288391 -0.191097 0.000889198 0.00109067 0.000929205 0.00112887 0.00135404 -0.410948 -0.139653 -0.303109 -0.392126 0.118218 -0.266496 -0.354603 -0.166999 -0.382729 -0.614593
internal_weight=0 102896 767 738 576 68 508 102 406 102876 102822 102793 102755 102690 162 358 128 108 80 81 65 40 54 48
internal_count=103663 102896 767 738 576 68 508 102 406 102876 102822 102793 102755 102690 162 358 128 108 80 81 65 40 54 48
cat_boundaries=0 1
cat_threshold=1040
is_linear=0
shrinkage=0.01


Tree=798
num_leaves=27
num_cat=1
split_feature=13 0 13 16 25 12 8 8 4 0 11 5 4 0 5 9 0 2 4 8 1 15 26 5 4 2
split_gain=156496 288368 236304 1.46269e+06 144309 161849 115198 137843 94914.2 282491 130197 154459 108576 90947 87526.2 85658.3 80522 80004.2 64730.8 48726 45756.2 38925.1 21620 19683.3 3880.96 2603.1
threshold=431.15675000000005 538.27200000000016 368.06200000000007 81.991800000000026 0 225.6585 427.52750000000009 190.60000000000002 1085.2750000000003 90.015000000000015 675.38900000000001 123.64200000000001 891.77550000000008 1438.4900000000002 263.89280000000008 44.929500000000004 54.946000000000005 10.509750000000002 38.378250000000001 17.426900000000007 22.333736000000005 40.059500000000007 2022.5000000000002 6.5747500000000008 672.57974000000002 472.9221300000001
decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 20 5 17 7 14 10 23 12 15 13 -6 16 -12 21 18 19 -1 -4 -2 -14 -10 -20 -19
right_child=1 -3 3 -5 8 -7 -8 -9 9 -11 11 -13 22 -15 -16 -17 -18 25 24 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.079123404123405419 -0.091092054635929551 -1.3315522133220328 -0.055033957463939021 2.8135937404632569 0.0016766764258078909 0.72013517496378532 -0.76119018537026861 0.56204497909545903 0.13579504408487458 1.3750575265884399 -0.31395084647713484 -1.0878229013627225 -0.27979089033036003 0.45641498002139003 -0.74450758519379989 0.42364387202262876 0.49266249985921956 -0.44169934251091697 -0.39612480420332691 -0.41543335300021705 -0.63845639944076538 -0.47793140828609465 -0.73355774524710371 -0.24068638483683269 -0.58141269254684447 -0.58823725305773589
leaf_weight=1010 139 22 41 21 101830 23 27 30 41 20 74 22 21 44 23 20 21 22 26 45 20 32 21 21 20 27
leaf_count=1010 139 22 41 21 101830 23 27 30 41 20 74 22 21 44 23 20 21 22 26 45 20 32 21 21 20 27
internal_value=0 -0.230334 0.000709567 0.537316 0.000283553 -0.109529 -0.141265 -0.072947 0.00155557 0.341638 0.0012824 -0.333548 0.00166351 0.00187308 -0.161551 -0.157016 -0.0917171 -0.127075 -0.109479 -0.0934684 -0.24632 -0.163483 -0.506674 0.00827714 -0.476685 -0.522445
internal_weight=0 294 103369 82 103287 1173 272 245 102114 82 102032 116 101916 101874 215 94 192 1150 1101 1055 61 171 42 62 46 49
internal_count=103663 294 103369 82 103287 1173 272 245 102114 82 102032 116 101916 101874 215 94 192 1150 1101 1055 61 171 42 62 46 49
cat_boundaries=0 5
cat_threshold=1073742080 536870912 0 10 537133072
is_linear=0
shrinkage=0.01


Tree=799
num_leaves=43
num_cat=8
split_feature=14 11 2 5 5 0 24 15 25 24 7 9 2 14 25 2 1 26 18 2 5 3 9 3 9 25 11 14 0 25 24 2 2 24 14 26 11 14 26 26 14 26
split_gain=165766 379742 338729 188420 222307 452090 197279 143318 133507 307262 110204 120169 98097 93376.7 87949.3 616253 821784 578005 296157 181922 144445 118573 87284.6 271232 138959 83427.5 76822.3 72572 56183.1 44484.2 107561 42809.2 40210 31315.2 29428.8 15338.7 13692.9 7733.52 3435.02 2369.58 972.481 272.977
threshold=190.60000000000002 1439.8675000000001 542.8678000000001 117.99690000000002 26.770100000000003 7.454158500000001 0 45.564785000000008 1 2 221.43500000000003 218.32500000000002 4.1470000000000011 808.55215250000015 3 658.86750000000018 48.83227500000001 2022.5000000000002 446.37500000000006 883.10000000000014 13.903 514.39811750000013 407.55349999999999 52.207712000000008 319.79062500000009 4 10.531750000000002 382.28075000000007 32.410100000000007 5 6 198.78000000000003 1439.8675000000001 7 522.5150000000001 2022.5000000000002 9.2480000000000029 287.60700000000003 2022.5000000000002 2022.5000000000002 1092.2134000000003 2022.5000000000002
decision_type=2 2 2 2 2 2 1 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 1 2 2 1 2 2 2 2 2 2 2 2
left_child=1 8 3 4 6 36 7 34 9 12 11 26 29 28 15 18 17 -17 21 22 32 -10 24 -24 -16 41 37 -28 -8 30 -1 -12 -21 38 -2 -31 -6 -5 -27 -35 -15 -11
right_child=2 -3 -4 10 5 -7 13 -9 14 25 31 -13 -14 40 19 16 -18 -19 -20 20 -22 -23 23 -25 -26 33 27 -29 -30 35 -32 -33 -34 39 -36 -37 -38 -39 -40 -41 -42 -43
leaf_value=0.4146661722459713 0.23520820796489716 1.3789487042427064 -1.2065386568266769 -0.23792180266976357 0.019772287914529445 1.4915067767245429 -0.083165080954631168 1.0284523528272456 0.017898156885223386 -0.04985743036457136 -0.53809412360191344 0.32707837172916959 -0.52460312050122482 -0.55690951370057606 -0.00060851864986219428 3.0852453136444091 -0.31213515011469523 0.7363470653197941 1.1824106424505061 -0.38592337608337401 -1.0373427327336937 0.42241573075725602 0.028124468634525935 -0.71474595594406132 0.35830322373796392 -0.52382492095705058 -0.3124289131164551 -1.0822804021835328 -0.42315779572930828 -0.096562722139060503 -0.02352979725990139 -1.1563379042489188 0.1660017490386963 -0.25021851547493423 -0.19433423421599649 0.080402170896530165 -0.35026676845550542 0.040170246481895447 -0.63047797951205031 -0.3128017019018654 -0.64764341636940292 -0.01759661285965531
leaf_weight=109 58 20 29 20 20 28 300 22 9836 51 24 28 26 21 91535 20 30 22 22 33 29 73 165 70 108 63 25 24 58 96 112 21 22 121 22 100 20 20 58 121 27 54
leaf_count=109 58 20 29 20 20 28 300 22 9836 51 24 28 26 21 91535 20 30 22 22 33 29 73 165 70 108 63 25 24 58 96 112 21 22 121 22 100 20 20 58 121 27 54
internal_value=0 0.00114554 -0.146413 -0.104754 -0.0200159 0.516946 -0.0918927 0.285649 0.000877679 -0.118981 -0.406047 -0.244293 0.0697686 -0.189121 0.00196003 0.0301045 0.951951 1.85487 0.0234514 -0.00110427 -0.466266 0.0208783 -0.000679115 -0.193156 -0.000185546 -0.29537 -0.42405 -0.689499 -0.138248 0.108501 0.201189 -0.826608 -0.165153 -0.369153 0.117084 -0.00596992 -0.165247 -0.0988758 -0.531059 -0.270339 -0.607947 -0.0303734
internal_weight=0 102896 767 738 576 68 508 102 102876 911 162 117 443 406 101965 10003 72 42 9931 91962 84 9909 91878 235 91643 468 89 49 358 417 221 45 55 363 80 196 40 40 121 242 48 105
internal_count=103663 102896 767 738 576 68 508 102 102876 911 162 117 443 406 101965 10003 72 42 9931 91962 84 9909 91878 235 91643 468 89 49 358 417 221 45 55 363 80 196 40 40 121 242 48 105
cat_boundaries=0 1 6 7 13 18 20 21 22
cat_threshold=1040 1073742080 536870912 0 10 536870928 2451 872415360 147584 4624 175309088 16418 32 256 0 0 0 536870928 1073741824 536870912 2306 72
is_linear=0
shrinkage=0.01


Tree=800
num_leaves=29
num_cat=1
split_feature=25 4 0 14 3 1 2 20 20 2 2 2 2 10 21 12 1 2 17 10 2 10 8 3 3 15 10 14
split_gain=180639 234580 1.09956e+06 185385 158698 143701 142676 131221 389786 128501 319743 233125 634986 252221 150610 112679 99978.6 97718.6 88586.9 70993.3 98145.4 58076.4 33629.5 30517.4 22813.8 7998.72 7150.74 993.69
threshold=0 891.77550000000008 212.52070000000001 245.84250000000003 1449.0631000000001 1439.8675000000001 297.32750000000004 28.531000000000006 75.395000000000024 36.857500000000009 29.306750000000005 58.710000000000001 52.962600000000009 400.0485000000001 73.401500000000013 162.43300000000002 65.579000000000022 1439.8675000000001 686.30475000000013 1098.7459000000001 1070.9310000000003 291.46500000000009 108.77100000000002 60.160000000000004 5.0070000000000006 2.3360000000000003 52.911000000000008 401.65523999999999
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=3 4 23 5 17 7 15 9 -9 10 14 12 -11 -13 -1 22 24 18 19 20 -2 -17 26 -3 -10 -20 27 -5
right_child=1 2 -4 6 -6 -7 -8 8 16 11 -12 13 -14 -15 -16 21 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.046442699177995914 0.0015724376749319594 -0.27051698653116113 2.5764171237945557 -0.22749764060974123 0.6848457420573516 0.74240343259728481 -0.970462663823908 1.5532054047584536 -0.04417165138283554 -0.13231758351195347 1.1949105789547876 -0.15776246279084721 -1.9036584990365166 0.64204431590579802 0.7319607185363769 0.47545726235096269 0.59120385937068776 -0.55982650879890694 -0.30986656833220932 0.42313284444808957 0.53893942440257359 -0.23159625757308233 -0.78282567750323906 0.19636760439191545 -0.42594263071599214 -0.56189679947495463 -0.49561521816253662 -0.31579622837213372
leaf_weight=4340 97848 42 20 25 34 23 33 20 49 73 21 644 28 42 25 26 23 31 34 40 34 21 22 21 23 20 20 26
leaf_count=4340 97848 42 20 25 34 23 33 20 49 73 21 644 28 42 25 26 23 31 34 40 34 21 22 21 23 20 20 26
internal_value=0 0.00221693 0.533619 -0.0567069 0.00176728 -0.0463167 -0.378957 -0.0497472 0.284354 -0.0571746 -0.0360623 -0.174835 -0.623382 -0.108795 -0.0419845 -0.23953 0.0172273 0.00153031 0.00170793 0.00193122 0.0017591 0.15954 -0.441211 -0.114889 -0.166126 -0.403211 -0.335358 -0.272513
internal_weight=0 98124 83 5484 98041 5311 173 5288 115 5173 4386 787 101 686 4365 140 95 98007 97976 97922 97882 47 93 63 72 54 71 51
internal_count=103608 98124 83 5484 98041 5311 173 5288 115 5173 4386 787 101 686 4365 140 95 98007 97976 97922 97882 47 93 63 72 54 71 51
cat_boundaries=0 6
cat_threshold=1073774592 8388610 8 174063648 34 1024
is_linear=0
shrinkage=0.01


Tree=801
num_leaves=36
num_cat=4
split_feature=7 2 7 16 24 5 10 6 25 6 8 26 4 14 3 5 24 4 8 3 10 2 10 3 17 5 5 24 2 2 26 15 8 7 17
split_gain=178100 472423 297743 1.26923e+06 231657 264936 271518 212309 177249 233628 494530 330320 478233 216070 215741 680473 252789 212584 200896 183761 115012 109492 109162 87963.8 80353.4 70899.6 81890.2 69107.8 293137 135585 35693.5 34928.2 21584.9 792.183 87.1179
threshold=783.3660000000001 512.13625000000013 394.58800000000002 371.63775000000004 0 220.56900000000005 23.028930000000003 483.06600000000009 1 448.18200000000007 312.32500000000005 2022.5000000000002 133.78600000000003 245.84250000000003 439.62900000000008 287.60700000000003 2 1085.2750000000003 108.77100000000002 137.85750000000004 307.63250000000005 180.86900000000003 35.295000000000009 1077.3535000000002 808.93715250000014 166.07175000000004 5.9694960000000004 3 1070.9310000000003 1070.9310000000003 2022.5000000000002 281.73348000000004 85.676200000000009 1107.8925000000002 1037.0750000000003
decision_type=2 2 2 2 1 2 2 2 9 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=2 25 8 4 5 6 30 20 9 13 11 -11 -13 17 24 16 23 19 -18 -1 22 31 -6 -16 27 26 32 28 -10 -29 -4 -15 33 -2 -26
right_child=1 -3 3 -5 7 -7 -8 -9 14 10 -12 12 -14 21 15 -17 18 -19 -20 -21 -22 -23 -24 -25 34 -27 -28 29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.043062099170485361 -0.18308279344668754 -1.7687655792236328 0.15720659688115121 2.6751564816066198 0.07267513928977587 -0.4632492334946342 1.5828858738475375 -1.0053208015181803 0.012285429235601155 1.4061930496628219 -0.92295626144409182 -0.21999098249844143 1.5814401445388793 -0.41522705254929793 -0.13694605427980425 1.7867606784679271 0.2388848151168684 0.81214151706014359 1.2892583865211122 -0.25216204955624394 0.75017247962951661 -1.0764720352490742 -0.58722319214574759 -0.86415298053196499 -0.45074399388971786 -0.5480122817307711 0.56577893400192258 -0.004477284091249892 1.1669906936992298 -0.62704860063961576 0.6078325122442001 0.04725133728981018 0.15469384753704071 -0.24767591849372195 -0.42193957442329044
leaf_weight=4759 39 20 32 21 131 23 27 22 32416 37 25 56 20 89 80 27 137 28 21 461 20 24 31 21 21 32 20 64774 22 35 39 20 20 37 21
leaf_count=4759 39 20 32 21 131 23 27 22 32416 37 25 56 20 89 80 27 137 28 21 461 20 24 31 21 21 32 20 64774 22 35 39 20 20 37 21
internal_value=0 -0.326229 -0.00036973 0.292487 0.13853 0.464269 0.729327 -0.0738181 -0.0013526 -0.0564334 0.349743 0.631314 0.25407 -0.066955 0.00176846 0.276018 0.118528 -0.0568672 0.355962 -0.0615286 0.0347251 -0.465004 -0.0536017 -0.262188 0.000962428 -0.131292 -0.0163343 0.00115129 0.0130645 -0.00481276 0.404734 -0.330369 -0.137608 -0.214529 -0.436342
internal_weight=0 168 103440 346 325 121 98 204 103094 5519 138 113 76 5381 97575 286 259 5248 158 5220 182 133 162 101 97289 148 116 97247 32438 64809 71 109 96 76 42
internal_count=103608 168 103440 346 325 121 98 204 103094 5519 138 113 76 5381 97575 286 259 5248 158 5220 182 133 162 101 97289 148 116 97247 32438 64809 71 109 96 76 42
cat_boundaries=0 1 7 8 9
cat_threshold=788 1073774592 8388610 8 174063650 34 1024 1677 1046
is_linear=0
shrinkage=0.01


Tree=802
num_leaves=27
num_cat=2
split_feature=25 4 0 8 6 1 6 4 10 2 2 4 2 18 10 0 19 8 4 6 25 0 1 13 10 9
split_gain=175010 376494 1.15723e+06 184544 191013 174955 169278 285720 155328 148390 112726 256435 204316 102253 110598 92594.6 99482.4 86359.2 369752 484609 295975 126141 85064.7 81082 56191.5 11477.4
threshold=0 891.77550000000008 112.50100000000002 352.04000000000008 483.06600000000009 1439.8675000000001 877.0150000000001 4.402000000000001 164.75250000000003 1070.9310000000003 414.53600000000012 449.81750000000005 52.962600000000009 819.02500000000009 901.21050000000014 507.82280000000009 37.230000000000011 157.50375000000003 195.82340000000002 106.96900000000001 1 1438.4900000000002 383.83325000000008 278.25000000000006 119.05650000000001 8.0632500000000018
decision_type=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
left_child=3 13 -3 5 15 6 9 -8 -6 10 12 -12 -1 14 17 16 22 21 20 -20 -19 23 24 -2 -5 -16
right_child=1 2 -4 4 8 -7 7 -9 -10 -11 11 -13 -14 -15 25 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.027279616160584774 0.00078514516695887262 -0.077091779208555811 2.7690667457580567 -0.37724576116682174 -1.5621601142883301 0.81634031295776366 -0.18663306384086611 1.357757796411929 -0.34450900153680281 -0.64979504364728924 0.060882184782298288 1.1693725224335989 -0.19175400802781958 -0.63701263833045962 0.61012276240757535 0.42729386069557884 0.3462161253889402 0.32739257775404285 0.12786757066332061 1.6049144369032649 -0.092261390375143915 0.74191675155059145 -0.95414036321640017 0.18257224687878648 0.055969518103250647 0.30085719789777482
leaf_weight=7043 93860 50 20 111 20 24 25 23 22 40 160 24 846 25 28 22 24 227 58 36 569 23 20 246 41 21
leaf_count=7043 93860 50 20 111 20 24 25 23 22 40 160 24 846 25 28 22 24 227 58 36 569 23 20 246 41 21
internal_value=0 0.00298445 0.736096 -0.0444897 -0.306827 -0.0362108 -0.038718 0.553388 -0.924343 -0.0422211 -0.0392107 0.205468 -0.0449175 0.00244511 0.00261327 -0.187856 -0.256904 0.00236833 0.100411 0.693545 0.0303677 0.00144133 -0.34106 0.00126035 -0.260392 0.47758
internal_weight=0 95163 70 8445 260 8185 8161 48 42 8113 8073 184 7889 95093 95068 218 196 95019 890 94 796 94129 172 94106 152 49
internal_count=103608 95163 70 8445 260 8185 8161 48 42 8113 8073 184 7889 95093 95068 218 196 95019 890 94 796 94129 172 94106 152 49
cat_boundaries=0 6 12
cat_threshold=1073774592 8388610 16777256 174096418 34 1024 67190784 16896 0 0 8192 4352
is_linear=0
shrinkage=0.01


Tree=803
num_leaves=30
num_cat=1
split_feature=7 7 16 24 1 6 6 1 1 11 7 11 7 4 9 6 3 6 11 3 16 1 0 6 26 4 7 7 11
split_gain=174684 291176 1.24138e+06 226550 224131 321102 207508 179891 177321 115975 103972 90999.1 136900 113657 93674.1 91705.3 348736 121619 87402.3 79994.7 114260 73158.5 63629.8 33996.9 24410.5 14638.3 9239.58 9317.13 6060.59
threshold=783.3660000000001 394.58800000000002 371.63775000000004 0 186.58593500000003 143.41900000000001 483.06600000000009 469.21250000000003 218.24100000000001 6.4785000000000013 421.77600000000007 675.38900000000001 25.602500000000003 1085.2750000000003 36.905775000000013 877.0150000000001 108.75750000000001 1054.5000000000002 79.689000000000007 1449.0631000000001 371.63775000000004 21.000235000000004 10.050250000000004 54.76250000000001 2022.5000000000002 1468.3681000000001 1107.8925000000002 890.55300000000011 912.00000000000011
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=1 11 3 4 5 9 8 18 10 -3 -5 13 14 15 28 19 17 -17 21 20 -1 23 25 26 -21 -15 27 -2 -13
right_child=7 2 -4 6 -6 -7 -8 -9 -10 -11 -12 12 -14 22 -16 16 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0012560679821810561 -0.15682895421981813 0.17353736045143822 2.64563328061785 0.54266328879765102 -0.34631556034088135 1.8096640686761765 -0.99391162655570287 -1.2132306680679321 0.71010346531867985 1.0627710599899292 -0.21608685989943585 -0.13116345956921577 -0.80880433264900664 0.024276345570882162 0.50155394142324272 0.51116891971001255 1.2981259353344257 -0.33203983771204948 -0.76931245461754172 0.15731361934116908 -0.22487757886542359 0.42491875258359046 0.80008037996292114 -0.56935322142782663 0.61571017668797423 0.367584405981976 -0.22718133322894574 0.1413928189277649 -0.30566706900795299
leaf_weight=102503 22 55 21 21 25 21 22 20 32 20 129 34 34 27 22 26 26 50 23 21 229 22 25 21 26 23 40 20 48
leaf_count=102503 22 55 21 21 25 21 22 20 32 20 129 34 34 27 22 26 26 50 23 21 229 22 25 21 26 23 40 20 48
internal_value=0 -0.000356724 0.289252 0.136994 0.459122 0.716697 -0.0730001 -0.323075 0.0343079 0.410666 -0.109862 -0.0013287 -0.257947 -0.000984732 -0.0778595 -0.00126842 0.298428 -0.0435737 -0.202784 -0.00156584 -0.00175454 -0.0985427 0.388159 -0.21035 0.410895 0.182198 -0.11841 -0.0148186 -0.233312
internal_weight=0 103440 346 325 121 96 204 168 182 75 150 103094 138 102956 104 102881 102 76 148 102779 102732 125 75 103 47 50 82 42 82
internal_count=103608 103440 346 325 121 96 204 168 182 75 150 103094 138 102956 104 102881 102 76 148 102779 102732 125 75 103 47 50 82 42 82
cat_boundaries=0 1
cat_threshold=788
is_linear=0
shrinkage=0.01


Tree=804
num_leaves=25
num_cat=1
split_feature=7 2 7 16 24 5 10 6 1 2 6 7 4 8 7 2 0 0 6 3 4 8 7 7
split_gain=171207 459764 285382 1.21667e+06 222041 260494 264895 203379 173793 121449 118377 101903 93215.4 89557.8 244394 92723.6 72907.8 72178.8 78130 31016.1 20809.7 9323.27 1264.72 2118.65
threshold=783.3660000000001 512.13625000000013 394.58800000000002 371.63775000000004 0 220.56900000000005 23.028930000000003 483.06600000000009 218.24100000000001 1439.8675000000001 1424.6500000000003 421.77600000000007 1085.2750000000003 901.21050000000014 8.0632500000000018 1070.9310000000003 10.050250000000004 206.37168000000005 189.19640000000001 44.856750000000012 1468.3681000000001 29.932147000000004 1481.2725000000003 890.55300000000011
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 9 4 5 6 19 8 11 10 12 -6 13 15 -15 -1 20 18 21 -4 -14 22 23 -2
right_child=1 -3 3 -5 7 -7 -8 -9 -10 -11 -12 -13 16 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0014425782235897803 -0.21466911293211438 -1.7429227828979492 0.53631416554353684 2.6191770090375628 0.53723665453138814 -0.46566169199736224 1.5599599585709749 -0.98397252364592125 0.70300243198871615 -0.49904813968405437 0.60704480633139613 -0.21392598500836266 -0.050151844705854147 -0.64815877078129691 0.46935008679117474 0.45258668624030224 0.79207962226867679 0.3744348899523417 -0.76518144737590443 0.084340403079986567 0.36083417198874734 0.069071478843688972 -0.2241062580184503 -0.088281053834491308
leaf_weight=102800 21 20 49 21 21 23 27 22 32 49 32 129 28 65 28 45 25 24 22 22 22 23 22 36
leaf_count=102800 21 20 49 21 21 23 27 22 32 49 32 129 28 65 28 45 25 24 22 22 22 23 22 36
internal_value=0 -0.319844 -0.000353156 0.28636 0.135624 0.454531 0.716876 -0.0722701 0.0339648 -0.00131541 -0.00107873 -0.108763 -0.00126764 -0.0015244 -0.311704 -0.00124392 0.351148 -0.127537 -0.224692 0.396266 0.130682 -0.108116 -0.159703 -0.134845
internal_weight=0 168 103440 346 325 121 98 204 182 103094 103045 150 103013 102938 93 102845 75 148 124 71 50 102 79 57
internal_count=103608 168 103440 346 325 121 98 204 182 103094 103045 150 103013 102938 93 102845 75 148 124 71 50 102 79 57
cat_boundaries=0 1
cat_threshold=788
is_linear=0
shrinkage=0.01


Tree=805
num_leaves=31
num_cat=7
split_feature=12 2 2 17 24 0 4 4 1 11 2 0 25 24 25 24 25 1 0 1 9 6 0 2 0 1 6 24 8 11
split_gain=201726 201262 195111 816516 381907 352956 600136 191920 172895 169030 160416 84201.5 76817.1 197653 206755 545026 158131 118754 107823 84992.1 364712 116871 61587.7 46530.6 75794.4 32396.2 33296.1 6304.53 2739.63 1446.57
threshold=564.6037500000001 414.53600000000012 414.53600000000012 360.51000000000005 0 594.30750000000012 483.06600000000009 521.79500000000019 511.45025000000004 1092.2834 749.57248000000016 438.42500000000007 1 2 3 4 5 1439.8675000000001 316.39255000000009 383.83325000000008 457.46200000000005 1424.6500000000003 316.39255000000009 134.00760000000002 135.39907500000001 52.874750000000006 54.76250000000001 6 6.0275000000000007 1439.8675000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 9 1 9 1 9 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=2 23 9 4 5 6 10 8 11 12 -4 -6 13 14 15 -1 27 19 -16 21 -21 -14 -18 24 25 26 28 -15 -2 -11
right_child=1 -3 3 -5 7 -7 -8 -9 -10 29 -12 -13 17 16 18 -17 22 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.79976294492638633 -0.15350438622728227 -1.1740050423145294 -0.082593896969224159 2.1192907015482585 -0.08516211016178131 1.610238777073947 1.9442310560941696 -0.97483372020721437 0.67063841655336576 -0.65394740050037703 0.47358779067852913 -0.70826928774515796 0.0020155928402819127 -0.23132965275498688 -0.025902765009664971 -0.17658896096905724 -0.074604740196418912 0.56819872192434362 0.63657681579589842 -0.1980272223249763 1.1216780361262235 0.6725549060564775 -0.54833686862673081 0.16039602319399518 -0.78607673785338805 -0.52154935511675748 0.26752629983425141 -0.45983270201572157 -0.28539246252604894 -0.54296636664349107
leaf_weight=105 63 24 133 21 225 22 20 25 29 24 85 24 98965 112 1421 112 1379 37 25 435 22 26 28 30 24 22 20 119 21 23
leaf_count=105 63 24 133 21 225 22 20 25 29 24 85 24 98965 112 1421 112 1379 37 25 435 22 26 28 30 24 22 20 119 21 23
internal_value=0 -0.313812 0.000958249 0.183224 0.111008 0.383629 0.286364 -0.131253 -0.060113 -7.68575e-05 0.134266 -0.145221 0.000197298 -0.0471877 0.0296088 0.310259 -0.124863 0.00177414 -0.0143499 0.00156358 -0.134497 0.00219171 -0.0834392 -0.19912 -0.271023 -0.172917 -0.0991682 -0.363239 -0.186476 -0.599638
internal_weight=0 204 103417 584 563 260 238 303 278 102833 218 249 102786 3301 1663 217 1638 99485 1446 99448 457 98991 1407 180 150 126 104 231 84 47
internal_count=103621 204 103417 584 563 260 238 303 278 102833 218 249 102786 3301 1663 217 1638 99485 1446 99448 457 98991 1407 180 150 126 104 231 84 47
cat_boundaries=0 1 7 8 10 11 13 14
cat_threshold=1589 1073741824 541065346 16781568 203456552 2164277248 32 2730 1073741824 536870912 2058 1073741824 536870912 21
is_linear=0
shrinkage=0.01


Tree=806
num_leaves=31
num_cat=7
split_feature=12 2 2 16 0 24 5 5 5 2 11 1 25 24 25 24 25 1 0 1 9 6 0 5 2 1 6 24 8 11
split_gain=197712 197256 191228 1.51892e+06 452904 243516 503542 246280 245731 226169 165666 99826.5 75294.8 193921 202987 535108 155309 116390 105677 83300.7 357454 114822 60362.1 54998.8 86632.9 29359.2 33898.2 6185.08 4525 1417.78
threshold=564.6037500000001 414.53600000000012 414.53600000000012 299.49825000000004 883.10000000000014 0 107.74675000000001 25.210500000000007 287.60700000000003 1070.9310000000003 1092.2834 469.21250000000003 1 2 3 4 5 1439.8675000000001 316.39255000000009 383.83325000000008 457.46200000000005 877.0150000000001 316.39255000000009 421.77600000000007 134.00760000000002 36.721200000000003 54.76250000000001 6 4.4150000000000009 1439.8675000000001
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 9 1 9 1 9 2 2 2 2 2 2 2 2 2 2 1 2 2
left_child=2 23 10 4 5 6 9 11 -9 -4 12 -7 13 14 15 -1 27 19 -16 21 -21 -14 -18 24 25 26 28 -15 -2 -12
right_child=1 -3 3 -5 -6 7 -8 8 -10 -11 29 -13 17 16 18 -17 22 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.79246074659928034 -0.19983313209130071 -1.1622649882237117 0.45170242725669041 2.8896234741210938 1.5263218965984526 -0.20966582125980482 -0.66189175579282977 0.73995240615359659 -0.20674343187075395 1.4926156512896218 -0.6474079210559528 -0.89754381980585007 0.0018654214139687166 -0.22920596992383238 -0.025643735818674997 -0.17496781484513985 -0.073858692673689386 0.56251668575647717 0.63021107559204104 -0.19604695278543166 1.1104612333124333 0.38325831843327868 -0.54285350288663592 -0.66557221068577332 0.43540182600850641 -0.51049543293385669 0.20835974329993839 -0.45559083461761474 -0.37184048581123352 -0.53753669904625934
leaf_weight=105 65 24 92 20 21 255 36 58 52 27 24 23 98912 112 1421 112 1379 37 25 435 22 79 28 22 23 29 21 119 20 23
leaf_count=105 65 24 92 20 21 255 36 58 52 27 24 23 98912 112 1421 112 1379 37 25 435 22 79 28 22 23 29 21 119 20 23
internal_value=0 -0.310674 0.0009486 0.181392 0.0853549 0.0296269 0.351692 -0.105381 0.292423 0.687876 -7.61552e-05 -0.266577 0.000195259 -0.0467179 0.0293499 0.307431 -0.123656 0.0017564 -0.0142064 0.00154794 -0.133152 0.00216979 -0.0826048 -0.197128 -0.131902 -0.228554 -0.151419 -0.359894 -0.240305 -0.593641
internal_weight=0 204 103417 584 564 543 155 388 110 119 102833 278 102786 3301 1663 217 1638 99485 1446 99448 457 98991 1407 180 158 135 106 231 85 47
internal_count=103621 204 103417 584 564 543 155 388 110 119 102833 278 102786 3301 1663 217 1638 99485 1446 99448 457 98991 1407 180 158 135 106 231 85 47
cat_boundaries=0 1 7 8 10 11 13 14
cat_threshold=1045 1073741824 541065346 16781568 203456552 2164277248 32 2730 1073741824 536870912 2058 1073741824 536870912 21
is_linear=0
shrinkage=0.01


Tree=807
num_leaves=29
num_cat=6
split_feature=12 2 2 16 0 3 24 2 1 22 25 24 25 24 25 1 0 1 9 3 0 5 2 1 6 26 22 8
split_gain=193777 193331 187423 1.4887e+06 443892 319509 304965 614369 142980 77991.9 76304.9 190608 194415 512975 150904 114092 103671 82538.5 534187 203773 58902.1 53904.3 84908.9 28774.9 33223.7 6230.5 5891.64 4434.95
threshold=564.6037500000001 414.53600000000012 414.53600000000012 299.49825000000004 883.10000000000014 764.58775000000003 0 883.10000000000014 273.76200000000006 425.17500000000001 1 2 3 4 5 1439.8675000000001 316.39255000000009 383.83325000000008 497.3561400000001 1449.0631000000001 316.39255000000009 421.77600000000007 134.00760000000002 36.721200000000003 54.76250000000001 2022.5000000000002 674.74319250000019 4.4150000000000009
decision_type=2 2 2 2 2 2 1 2 2 2 9 1 9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 9 4 5 6 7 -4 -8 10 11 12 13 -1 25 17 -14 19 -19 -12 -16 22 23 24 27 -13 -11 -2
right_child=1 -3 3 -5 -6 -7 8 -9 -10 26 15 14 16 -15 20 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.77161632537841796 -0.19783479939974272 -1.1506423243880273 0.05407864739745856 2.8607272119522094 1.511058695202782 1.2697755990028381 -0.044715718790888793 1.8500290832996367 -0.4893910169216894 -0.46899493277072907 0.001875039924704281 -0.42190402259260923 -0.025689211211978008 -0.17336155335922712 -0.074143309125340909 0.5568915225686254 0.62390894393920893 -0.20573454688356452 1.4655440602302552 0.88728328851553118 -0.53742496933255879 -0.65891649246215822 0.43104777709297515 -0.50539047243266266 0.20627614248366585 -0.318243799376906 -0.25343338966369627 -0.36812208151817322
leaf_weight=106 65 24 80 20 21 20 325 25 93 32 98955 118 1421 112 1381 37 25 437 20 26 28 22 23 29 21 114 21 20
leaf_count=106 65 24 80 20 21 20 325 25 93 32 98955 118 1421 112 1381 37 25 437 20 26 28 22 23 29 21 114 21 20
internal_value=0 -0.307567 0.000939049 0.179578 0.0845014 0.0293307 -0.0181051 0.4398 -0.140294 -7.54589e-05 0.000122303 -0.047075 0.0283457 0.299813 -0.123261 0.00169497 -0.014359 0.00148855 -0.132593 0.00210762 -0.0827624 -0.195157 -0.130583 -0.226268 -0.149905 -0.355638 -0.383584 -0.237902
internal_weight=0 204 103417 584 564 543 523 105 418 102833 102780 3305 1664 218 1641 99475 1446 99438 457 98981 1409 180 158 135 106 232 53 85
internal_count=103621 204 103417 584 564 543 523 105 418 102833 102780 3305 1664 218 1641 99475 1446 99438 457 98981 1409 180 158 135 106 232 53 85
cat_boundaries=0 1 7 8 10 11 13
cat_threshold=1057 1073741824 541065346 16781568 203456552 2164277248 32 2730 1073741824 536870912 2058 1073741824 536870912
is_linear=0
shrinkage=0.01


Tree=808
num_leaves=22
num_cat=6
split_feature=11 22 14 10 8 25 24 25 25 24 2 16 4 24 11 4 2 13 2 4 14
split_gain=129107 126369 82641.9 225576 223759 72668.6 214510 205062 180850 176566 84883.6 329615 549023 403777 95894.9 80265 67956 63869.5 56683.2 27551.4 6335.22
threshold=1439.8675000000001 524.87500000000011 624.17000000000019 147.34650000000002 145.75200000000004 0 1 2 3 4 414.53600000000012 90.28700000000002 152.04240000000001 5 1092.2834 195.82340000000002 261.97000000000008 75.999300000000019 55.44250000000001 17.786400000000004 1092.2134000000003
decision_type=2 2 2 2 2 9 1 9 9 1 2 2 2 1 2 2 2 2 2 2 2
left_child=1 2 5 4 17 6 7 9 19 -1 14 13 -13 -12 15 -7 -9 20 -10 -8 -4
right_child=-2 -3 3 -5 -6 10 8 16 18 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.51270374139149988 0.66746585451323415 -0.57642425838269684 -0.32787899306326201 -0.93773457990373887 0.91253568200838009 0.00052697081145895242 -0.3053638401840979 -0.053608588604216884 -0.048467138286539022 0.067809321399587785 0.49242072408831361 -0.2448441243171692 2.0205848063593326 -0.1243153148272258 -0.67429813793727333 0.081776357296276247 0.53546621334552769 0.19200589577356975 -0.45844275978633336 -0.68623805189132703 -0.53659854375399074
leaf_weight=134 29 38 33 35 21 98905 377 940 925 264 139 20 23 361 21 1231 20 24 35 20 26
leaf_count=134 29 38 33 35 21 98905 377 940 925 264 139 20 23 361 21 1231 20 24 35 20 26
internal_value=0 0.000142188 0.000353764 -0.243316 -0.0096171 0.00068128 -0.0502746 0.0385426 -0.138789 0.226493 0.0020599 0.126752 0.966897 0.0544994 0.00138409 0.00152579 -0.0409101 -0.242933 -0.0627604 -0.316577 -0.419857
internal_weight=0 103592 103554 139 104 103415 2715 1358 1357 398 100700 543 43 500 100157 100136 960 83 960 397 59
internal_count=103621 103592 103554 139 104 103415 2715 1358 1357 398 100700 543 43 500 100157 100136 960 83 960 397 59
cat_boundaries=0 6 7 11 15 16 17
cat_threshold=1073741824 541065218 16781568 203456552 2164277248 32 2618 1073741824 536870912 0 2097152 1073741824 536870912 0 2097152 10 1045
is_linear=0
shrinkage=0.01


Tree=809
num_leaves=28
num_cat=5
split_feature=12 2 2 16 3 24 3 4 11 4 7 2 22 25 24 25 25 3 5 5 5 2 6 8 22 11 12
split_gain=190369 190800 181758 1.45177e+06 290870 445101 404912 249993 162644 159585 203080 82672.1 73034.5 70953.2 180822 197728 149433 86497.8 455562 118461 52847.6 83173.8 25369 18099 4642.33 1045.38 607.499
threshold=564.6037500000001 414.53600000000012 414.53600000000012 299.49825000000004 472.9221300000001 0 28.423750000000002 106.765 1092.2834 483.06600000000009 40.107500000000009 883.10000000000014 425.17500000000001 1 2 3 4 66.827500000000015 552.55750000000012 779.2410000000001 421.77600000000007 134.00760000000002 51.025000000000013 6.0275000000000007 674.74319250000019 1439.8675000000001 890.55300000000011
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 9 1 9 9 2 2 2 2 2 2 2 2 2 2
left_child=2 20 8 4 5 6 11 -6 12 10 -7 -4 13 14 15 -1 -16 19 -19 -15 21 22 23 26 -14 -10 -2
right_child=1 -3 3 -5 7 9 -8 -9 25 -11 -12 -13 24 17 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.30359722623082325 -0.24191357283014803 -1.1423904452224571 0.76729714535830318 2.8245369482040408 1.4792890878824088 -0.20670361185422192 -0.38032681219039427 0.17668160466586841 -0.63436584462722145 -0.90032705095079213 0.43371703935881789 1.4889765342799099 -0.45476517615779755 0.00047281345175982355 -0.3504521248053713 -0.014070710915966556 -0.078935692262418228 0.035377788589452876 0.88706225413829087 -0.3844944994449615 -0.65237176579507916 0.42662022331486577 0.017060676921497694 -0.50828137811024976 -0.25935055589675904 -0.54002128103505009 -0.18345690306276083
leaf_weight=216 40 24 57 20 26 308 31 34 24 27 59 22 31 95877 231 1472 1433 3362 64 80 22 23 33 30 20 23 32
leaf_count=216 40 24 57 20 26 308 31 34 24 27 59 22 31 95877 231 1472 1433 3362 64 80 22 23 33 30 20 23 32
internal_value=0 -0.304852 0.000928571 0.176847 0.082957 0.00460129 0.539194 0.741145 -7.04881e-05 -0.154416 -0.103748 0.968271 0.000198439 0.000386251 -0.0447957 0.0281273 -0.118497 0.00191447 0.0512878 0.000151864 -0.193181 -0.129243 -0.223945 -0.301918 -0.378132 -0.588197 -0.215933
internal_weight=0 204 103417 584 564 504 110 60 102833 394 367 79 102786 102735 3352 1688 1664 99383 3426 95957 180 158 135 102 51 47 72
internal_count=103621 204 103417 584 564 504 110 60 102833 394 367 79 102786 102735 3352 1688 1664 99383 3426 95957 180 158 135 102 51 47 72
cat_boundaries=0 1 7 8 10 12
cat_threshold=1041 1073741824 541065346 4352 211845160 2164277248 32 2730 1073741824 536870912 1073741824 536870912
is_linear=0
shrinkage=0.01


Tree=810
num_leaves=26
num_cat=7
split_feature=4 0 8 1 3 25 24 2 25 2 24 16 11 25 14 14 24 10 26 24 4 3 26 26 26
split_gain=171574 238680 143665 139612 85644.9 85560.6 809830 71889.9 245577 460213 243435 277593 195068 129192 159124 132226 123870 67539.9 49134.5 38304.9 31695.3 27852.4 25604.5 8307.85 6113.61
threshold=767.98765000000014 384.83520000000004 166.61000000000004 23.061000000000003 1449.0631000000001 0 1 22.153894000000005 2 414.53600000000012 3 336.36115000000007 561.29150000000016 4 624.17000000000019 1092.2134000000003 5 522.5150000000001 2022.5000000000002 6 1085.2750000000003 12.900500000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 2 9 1 2 9 2 1 2 2 9 2 2 1 2 2 1 2 2 2 2 2
left_child=4 2 3 18 5 6 22 13 9 21 12 -12 -10 14 16 17 -7 -15 -2 23 -20 -9 -1 -8 -21
right_child=1 -3 -4 -5 -6 7 19 8 10 -11 11 -13 -14 15 -16 -17 -18 -19 20 24 -22 -23 -24 -25 -26
leaf_value=0.99422960636979441 -0.16555235862731935 -1.0865469561517238 0.6098945307731628 0.30819496082537107 -0.43070380666981573 -0.12932199617619994 0.022476691954756437 0.11939634997178526 -0.050937188805181569 1.8963650931119918 0.05545239794604221 0.91331346838097827 -1.0425342915058136 -0.00028119300479099383 -0.87390478958686191 0.81320067834854126 -0.0064141816713191848 0.24994009973274339 -0.36159615053217214 -0.39143119409680366 -0.80582180923885771 0.54392108190059663 0.70649886614084234 -0.13863130668799081 -0.25152113322351799
leaf_weight=59 41 32 22 33 46 1380 73 68 2462 20 5124 38 20 91577 24 20 2015 108 29 64 36 20 65 57 61
leaf_count=59 41 32 22 33 46 1380 73 68 2462 20 5124 38 20 91577 24 20 2015 108 29 64 36 20 65 57 61
internal_value=0 -0.297746 -0.140965 -0.259806 0.000691294 0.00088348 0.148911 0.000323633 0.0296066 0.482413 0.0225485 0.0616481 -0.058691 -0.00206271 -0.0623272 0.000190882 -0.0567736 1.35542e-05 -0.436637 -0.176059 -0.607629 0.215879 0.780462 -0.0447228 -0.299218
internal_weight=0 193 161 139 103301 103255 379 102876 7752 108 7644 5162 2482 95124 3419 91705 3395 91685 106 255 65 88 124 130 125
internal_count=103494 193 161 139 103301 103255 379 102876 7752 108 7644 5162 2482 95124 3419 91705 3395 91685 106 255 65 88 124 130 125
cat_boundaries=0 4 5 10 11 17 18 19
cat_threshold=1073741824 0 0 131072 329 0 4194432 0 2097152 268435456 3204 537952256 4456448 0 136315394 32 32 458 2224
is_linear=0
shrinkage=0.01


Tree=811
num_leaves=22
num_cat=7
split_feature=4 0 8 1 3 25 24 16 2 25 2 24 25 24 8 26 24 4 26 26 26
split_gain=168160 233931 140806 136833 83940.5 83858.1 793714 71955.2 73287.8 239899 451054 233372 123683 126751 76410.1 48156.7 37542.6 31064.5 25095 8142.52 5991.95
threshold=767.98765000000014 384.83520000000004 166.61000000000004 23.061000000000003 1449.0631000000001 0 1 1107.6734000000001 22.153894000000005 2 414.53600000000012 3 4 5 1117.4100000000001 2022.5000000000002 6 1085.2750000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 2 9 1 2 2 9 2 1 9 1 2 2 1 2 2 2 2
left_child=4 2 3 15 5 6 18 8 12 10 -10 -11 13 -7 -14 -2 19 -17 -1 -8 -18
right_child=1 -3 -4 -5 -6 7 16 -9 9 11 -12 -13 14 -15 -16 17 20 -19 -20 -21 -22
leaf_value=0.98428730382757679 -0.16389680199506806 -1.075681481435895 0.60379557566209274 0.30511299928029378 -0.42639676757480788 -0.13422016493731312 0.022251927575019943 -0.48138885067355247 0.21372045204043388 -0.056541224090190134 1.8774013818651438 0.061345527310059142 7.6812718312691564e-05 -0.010224892939848419 0.45460655315502274 -0.35798019187203772 -0.38751687079668046 -0.79776359240214034 0.6994338818880228 -0.13724499325480377 -0.24900592020300569
leaf_weight=59 41 32 22 33 46 1390 73 31 88 2479 20 5159 91648 2024 37 29 64 36 65 57 61
leaf_count=59 41 32 22 33 46 1390 73 31 88 2479 20 5159 91648 2024 37 29 64 36 65 57 61
internal_value=0 -0.294768 -0.139556 -0.257208 0.00068425 0.000874514 0.147422 0.000320265 0.000465495 0.0300438 0.477588 0.0230601 -0.00194372 -0.0609538 0.000260212 -0.432271 -0.174298 -0.601553 0.772658 -0.0442755 -0.296225
internal_weight=0 193 161 139 103301 103255 379 102876 102845 7746 108 7638 95099 3414 91685 106 255 65 124 130 125
internal_count=103494 193 161 139 103301 103255 379 102876 102845 7746 108 7638 95099 3414 91685 106 255 65 124 130 125
cat_boundaries=0 4 5 10 11 17 18 19
cat_threshold=1073741824 0 0 131072 329 0 4194432 0 2097152 268435456 3204 537952256 4456448 0 136315394 32 32 458 2224
is_linear=0
shrinkage=0.01


Tree=812
num_leaves=24
num_cat=5
split_feature=4 0 8 1 3 25 24 24 26 16 25 1 0 0 10 6 14 26 4 26 24 26 26
split_gain=164813 229275 138004 134110 82270.1 82382.2 709116 115262 99948 70489.6 67430.1 148385 736978 161272 119326 208585 97016.8 47198.4 30446.3 21706.2 7774.91 3606.17 663.61
threshold=767.98765000000014 384.83520000000004 166.61000000000004 23.061000000000003 1449.0631000000001 0 1 2 2022.5000000000002 1107.6734000000001 3 383.83325000000008 80.731500000000025 354.51980000000003 901.21050000000014 143.41900000000001 1092.2134000000003 2022.5000000000002 1085.2750000000003 2022.5000000000002 4 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 2 9 1 1 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2
left_child=4 2 3 17 5 6 8 19 -1 10 11 13 -13 -7 16 -16 -12 -2 -19 -8 21 -9 -22
right_child=1 -3 -4 -5 -6 9 7 20 -10 -11 14 12 -14 -15 15 -17 -18 18 -20 -21 22 -23 -24
leaf_value=1.0288426831839741 -0.16225785743899462 -1.0649246574938298 0.59775764378634366 0.30206187782865584 -0.42213278563126272 -0.025659888554873913 0.27745108576381911 -0.18336886215668458 0.49802505419678889 -0.47657497282951106 0.0023657981495356062 -0.12191259002685546 1.7111636123575014 -0.39478342564900715 0.041152456601460774 1.2819412028789521 0.54467003844001083 -0.35440038946168173 -0.78978595203823521 0.024781656896366792 -0.319543119318345 -0.082933801182291739 -0.27485714707007775
leaf_weight=69 41 32 22 33 46 8674 68 78 73 31 93661 90 29 120 42 20 33 29 36 68 68 66 65
leaf_count=69 41 32 22 33 46 8674 68 78 73 31 93661 90 29 120 42 20 33 29 36 68 68 66 65
internal_value=0 -0.291821 -0.13816 -0.254636 0.000677272 0.000865634 0.121286 -0.0917712 0.706224 0.00020304 0.000347019 -0.0259214 0.324803 -0.0306968 0.00284671 0.441407 0.0025568 -0.427948 -0.595537 0.140766 -0.206868 -0.128418 -0.276886
internal_weight=0 193 161 139 103301 103255 555 413 142 102700 102669 8913 119 8794 93756 62 93694 106 65 136 277 144 133
internal_count=103494 193 161 139 103301 103255 555 413 142 102700 102669 8913 119 8794 93756 62 93694 106 65 136 277 144 133
cat_boundaries=0 4 5 6 12 13
cat_threshold=1073741824 2 4096 131072 328 3073 2752512002 742680576 33832964 1210122242 1509408 674 656
is_linear=0
shrinkage=0.01


Tree=813
num_leaves=23
num_cat=7
split_feature=4 3 2 5 3 3 25 24 16 2 25 2 24 25 24 8 5 24 26 4 26 26
split_gain=161533 198710 334810 214804 111709 80632.9 80899.2 766561 69119.5 71615.6 235316 442121 228596 120643 124257 74877.1 39661.8 36768.4 23774.9 8195.85 7988.48 5884.33
threshold=767.98765000000014 297.47500000000008 315.17050000000006 370.38000000000005 53.872267500000007 1449.0631000000001 0 1 1107.6734000000001 22.153894000000005 2 414.53600000000012 3 4 5 1117.4100000000001 22.173850000000005 6 2022.5000000000002 1085.2750000000003 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 2 2 9 1 2 2 9 2 1 9 1 2 2 1 2 2 2 2
left_child=5 3 -3 4 16 6 7 18 9 13 11 -11 -12 14 -8 -15 19 20 -1 -2 -9 -19
right_child=1 2 -4 -5 -6 -7 8 17 -10 10 12 -13 -14 15 -16 -17 -18 21 -20 -21 -22 -23
leaf_value=0.96581163099256617 -0.22421458032073044 -0.083063418095310537 -1.8349448430538178 0.84975450801849362 0.28241346490794217 -0.41791145449099332 -0.13274841441464211 0.023125730385519051 -0.47180921493038058 0.21171036089685832 -0.05600511504429239 1.8588339549303055 0.060669039277600201 6.8486041012700351e-05 -0.0099805229401166463 0.45001528147104625 -0.82081365299224862 -0.3823004737496376 0.68855141698397115 -0.42671115642938862 -0.13485527894279936 -0.24503897336265837
leaf_weight=59 41 24 20 20 29 46 1390 73 31 88 2479 20 5159 91648 2024 37 20 64 65 39 57 61
leaf_count=59 41 24 20 20 29 46 1390 73 31 88 2479 20 5159 91648 2024 37 20 64 65 39 57 61
internal_value=0 -0.288902 -0.879373 -0.114535 -0.264037 0.0006705 0.000856977 0.144796 0.000312595 0.000454934 0.0296939 0.472942 0.0227774 -0.00192663 -0.0602068 0.000250037 -0.422508 -0.17137 0.759244 -0.322932 -0.0428469 -0.29196
internal_weight=0 193 44 149 129 103301 103255 379 102876 102845 7746 108 7638 95099 3414 91685 100 255 124 80 130 125
internal_count=103494 193 44 149 129 103301 103255 379 102876 102845 7746 108 7638 95099 3414 91685 100 255 124 80 130 125
cat_boundaries=0 4 5 10 11 17 18 19
cat_threshold=1073741824 0 0 131072 329 0 4194432 0 2097152 268435456 3204 537952256 4456448 0 136315394 32 32 458 2224
is_linear=0
shrinkage=0.01


Tree=814
num_leaves=23
num_cat=7
split_feature=4 0 8 1 3 25 24 24 2 25 2 3 24 4 25 14 21 8 10 3 4 24
split_gain=158319 223416 135242 131379 79028.2 79392.6 684974 111690 68807.6 213724 291696 234661 225005 125914 120637 154092 140668 100408 81307.9 34192.2 11580.5 7603.27
threshold=767.98765000000014 384.83520000000004 166.61000000000004 23.061000000000003 1449.0631000000001 0 1 2 22.153894000000005 3 1070.9310000000003 670.0675 4 289.64010000000007 5 624.17000000000019 73.401500000000013 1117.4100000000001 522.5150000000001 9.2080380000000037 1085.2750000000003 6
decision_type=2 2 2 2 2 9 1 1 2 9 2 2 1 2 9 2 2 2 2 2 2 1
left_child=4 2 3 19 5 6 -1 -8 14 10 12 13 -10 -11 15 16 -7 18 -16 20 -2 -9
right_child=1 -3 -4 -5 -6 8 7 21 9 11 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.69395730903274133 -0.19730921748356942 -1.0491743984073401 0.59418789603493427 0.30136510531107585 -0.41373233691505767 -0.06373852168698324 0.13857270279975786 -0.12625415410314289 0.15235845807960338 -0.029530545120325231 0.95851100206375128 0.84833779080708827 0.0069448132214418859 -0.40282190297239573 -0.00059819403941571811 -0.87895860874134557 0.66123574053799661 0.52076977291622673 0.27021358273050811 -0.74445446624755862 -0.43661294199171524 -0.27272015084753504
leaf_weight=142 39 32 22 33 46 3062 136 144 1801 3184 37 30 2595 93 91700 23 27 37 111 25 42 133
leaf_count=142 39 32 22 33 46 3062 136 144 1801 3184 37 30 2595 93 91700 23 27 37 111 25 42 133
internal_value=0 -0.286013 -0.134329 -0.249634 0.000663661 0.000848274 0.119064 -0.0903322 0.000197814 0.0288682 0.0741565 -0.0319679 0.0668818 -0.0401244 -0.00213903 -0.0632704 -0.0574017 -6.08788e-05 -0.000270781 -0.421171 -0.321393 -0.203631
internal_weight=0 193 161 139 103301 103255 555 413 102700 7740 4433 3307 4396 3277 94960 3112 3089 91848 91811 106 81 277
internal_count=103494 193 161 139 103301 103255 555 413 102700 7740 4433 3307 4396 3277 94960 3112 3089 91848 91811 106 81 277
cat_boundaries=0 4 5 6 12 13 19 20
cat_threshold=1073741824 2 4096 131072 328 3073 41207304 6292132 276856840 2129920 268444165 12288 601 537952256 4194304 0 136315392 32 32 656
is_linear=0
shrinkage=0.01


Tree=815
num_leaves=25
num_cat=3
split_feature=3 6 2 7 0 2 26 5 16 7 15 25 24 0 8 14 2 8 12 25 16 3 26 16
split_gain=195210 189733 135117 846945 268175 111272 98324.7 95004.5 84182.8 111396 102792 100205 359810 340831 311107 281399 219619 73334.4 81935.8 106282 17797.7 7534.38 4656.6 2955.13
threshold=888.10000000000014 255.31490000000005 883.10000000000014 329.28675000000004 297.71250000000003 1439.8675000000001 2022.5000000000002 46.779000000000003 522.5150000000001 117.55455000000002 157.00650000000005 0 1 883.10000000000014 19.646625000000004 522.5150000000001 542.8678000000001 1117.4100000000001 1078.0535000000002 2 819.02500000000009 1449.0631000000001 2022.5000000000002 631.17300000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 2 2
left_child=2 7 8 4 5 6 -4 21 11 10 20 12 15 14 -14 16 -1 18 19 -13 23 22 -2 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12 17 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.058790243337962601 -0.44907052345275877 0.31268256500363351 0.85290232237647556 2.2176584281921388 -0.90068608063917899 -0.20980522346657676 0.097840735895293102 -1.1495045696605335 -0.008374922066926957 -0.72147201445367604 0.51392877784112223 -0.10632281262078447 0.15917418485826201 1.138055285395998 -0.17656061255425776 1.091406049274263 -0.95162448791520937 0.41278375403825629 0.50565374180674549 0.00057616123525493375 -0.38594242740245094 -0.536678868785049 -0.26692141562700272 -0.17296130580206712
leaf_weight=1716 25 32 34 20 26 37 35 22 20 36 23 929 2090 33 318 21 28 43 32 97690 42 33 32 24
leaf_count=1716 25 32 34 20 26 37 35 22 20 36 23 929 2090 33 318 21 28 43 32 97690 42 33 32 24
internal_value=0 -0.366402 0.00204243 0.299971 0.00941268 0.232644 0.4699 -0.560426 0.00160296 -0.239178 -0.079888 0.00194225 0.0496854 0.128145 0.114837 -0.0589352 -0.0731247 -9.7418e-05 -0.000277395 -0.00044156 -0.238699 -0.416429 -0.346811 -0.0981493
internal_weight=0 144 103197 152 132 106 69 112 103045 145 109 102900 4206 2441 2408 1765 1744 98694 98651 98619 86 90 57 44
internal_count=103341 144 103197 152 132 106 69 112 103045 145 109 102900 4206 2441 2408 1765 1744 98694 98651 98619 86 90 57 44
cat_boundaries=0 5 6 11
cat_threshold=32768 536870912 4104 3276840 524336 2444 1073741824 0 0 138444800 262144
is_linear=0
shrinkage=0.01


Tree=816
num_leaves=26
num_cat=1
split_feature=3 6 2 12 4 26 5 22 24 5 3 2 12 2 8 10 4 14 14 4 0 3 0 26 2
split_gain=191325 185957 132428 841819 140497 96860 93113.9 86767.1 69655.1 180895 1.06874e+06 589438 181388 139240 171727 149238 127338 113212 91184.7 116452 82374.6 7384.45 6890.83 4563.94 228.642
threshold=888.10000000000014 255.31490000000005 883.10000000000014 85.888000000000019 223.58100000000002 2022.5000000000002 46.779000000000003 524.87500000000011 0 616.44275000000005 108.75750000000001 85.961250000000021 1078.0535000000002 383.96180000000004 108.77100000000002 63.596000000000011 48.388837500000008 455.5750000000001 401.65523999999999 106.765 1438.4900000000002 1449.0631000000001 4.402000000000001 2022.5000000000002 1439.8675000000001
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
left_child=2 6 7 4 5 22 21 8 13 12 16 -12 17 18 15 -15 -11 -10 20 -20 -1 23 -4 -2 -7
right_child=1 -3 3 -5 -6 24 -8 -9 9 10 11 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.0078177992934274458 -0.44457982292175297 0.30955576270818713 0.51571247802061193 2.1060101907903497 -0.78015259361267086 -0.14971124291419982 -1.1380095273798163 -0.51109854676506739 0.0059210860569388095 0.010440607838247015 2.9206952857971191 0.63722010465768675 0.84187444320091831 -0.25355918978207881 -0.88831266970247835 0.63241640546105127 -0.77567998109040437 0.31081893743611261 -0.13643689526354566 -0.96802215939476388 0.61868232170740767 -0.53131207234931721 0.28532014574323383 -0.26425220135599375 -0.19167849469575146
leaf_weight=34004 25 32 34 22 20 34 22 33 68374 87 20 26 26 140 37 22 27 122 85 21 21 33 21 32 21
leaf_count=34004 25 32 34 22 20 34 22 33 68374 87 20 26 26 140 37 22 27 122 85 21 21 33 21 32 21
internal_value=0 -0.362738 0.00202191 0.296972 -0.00917335 0.131005 -0.554822 0.00158683 0.00175107 0.00756425 0.343416 1.63004 0.00678114 -0.00987835 -0.273632 -0.133242 -0.175746 0.00646415 -0.00834343 -0.301185 -0.00743113 -0.412265 0.427744 -0.343343 -0.165735
internal_weight=0 144 103197 152 130 110 112 103045 103012 68682 160 46 68522 34330 199 162 114 68496 34131 106 34025 90 55 57 55
internal_count=103341 144 103197 152 130 110 112 103045 103012 68682 160 46 68522 34330 199 162 114 68496 34131 106 34025 90 55 57 55
cat_boundaries=0 1
cat_threshold=2216
is_linear=0
shrinkage=0.01


Tree=817
num_leaves=21
num_cat=3
split_feature=3 0 2 7 0 4 11 26 3 25 22 8 24 25 15 11 2 10 2 3
split_gain=187517 157902 129793 825228 262710 162641 111267 104050 96220 86129.3 178247 153233 152374 430556 178179 112438 199738 141289 55633.2 39.9514
threshold=888.10000000000014 162.49250000000004 883.10000000000014 329.28675000000004 297.71250000000003 43.649000000000008 1439.8675000000001 2022.5000000000002 1449.0631000000001 0 172.61100000000002 1117.4100000000001 1 2 694.47569250000004 337.65000000000003 117.51455000000003 675.38900000000001 60.002000000000002 1077.3535000000002
decision_type=2 2 2 2 2 2 2 2 2 9 2 2 1 9 2 2 2 2 2 2
left_child=2 8 6 4 5 7 9 -4 18 10 12 15 13 -1 -14 17 -17 -11 19 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 11 -12 -13 14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.6131688667143752 -0.11587508701142811 0.20401208465163773 0.42108662654192019 2.1869437065124511 -0.8935849974705623 1.0403994356393813 -0.61775914356626316 -0.27761157438793083 -0.93430573789084836 -0.0021661548093004595 -0.81732124099731451 0.65987091718401236 0.0051706475478217927 0.061669513322243609 0.77707061004638678 0.080270945009323622 0.83086136507433506 -0.4581643768268473 -0.75779320096969605 -0.13458472390174867
leaf_weight=139 21 37 39 20 26 20 29 47 41 90049 25 35 9383 3042 30 202 43 68 20 25
leaf_count=139 21 37 39 20 26 20 29 47 41 90049 25 35 9383 3042 30 202 43 68 20 25
internal_value=0 -0.359111 0.00200169 0.294002 0.00719252 0.228138 0.00157096 0.0392399 -0.553835 0.00174531 0.0262074 -0.00167219 0.0279026 0.0876144 0.00762266 -0.00192861 0.212007 -0.00251024 -0.317483 -0.126043
internal_weight=0 144 103197 152 132 106 103045 86 107 103016 12619 90397 12594 3181 9413 90362 245 90117 66 46
internal_count=103341 144 103197 152 132 106 103045 86 107 103016 12619 90397 12594 3181 9413 90362 245 90117 66 46
cat_boundaries=0 6 7 12
cat_threshold=604012800 545439744 528408 45220394 336086130 1024 1042 0 536870912 0 1048608 32
is_linear=0
shrinkage=0.01


Tree=818
num_leaves=21
num_cat=3
split_feature=3 6 2 7 0 4 1 26 11 5 25 1 24 0 2 8 11 2 25 26
split_gain=183787 181339 127209 808806 257482 159404 143448 197759 109053 91661.2 84448 230986 176490 353225 216846 150184 110200 195763 93219.3 7125.73
threshold=888.10000000000014 255.31490000000005 883.10000000000014 329.28675000000004 297.71250000000003 43.649000000000008 7.8769000000000009 2022.5000000000002 1439.8675000000001 46.779000000000003 0 1439.8675000000001 1 883.10000000000014 414.53600000000012 1117.4100000000001 337.65000000000003 117.51455000000003 2 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 9 2
left_child=2 9 8 4 5 6 7 -4 10 19 11 12 13 -1 -14 16 18 -18 -12 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 15 -13 14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.061587209602387401 -0.30648841090318635 0.30837400645017626 0.88554669380187989 2.1650742282867435 -0.88464913404904877 1.0299954316616058 -0.67968195869809112 -0.2240734004125827 -0.61158154240969953 -1.1238238603418524 -0.11886872301600862 0.98623917372226722 -0.00057687306497298141 1.115396371781826 -0.41114387720140794 0.65327223641531806 0.079468238223897356 0.82255276535832611 -0.0015959685498766274 -0.48515603157938741
leaf_weight=5283 41 32 29 20 26 20 21 36 29 22 673 25 7148 32 131 35 202 43 89444 49
leaf_count=5283 41 32 29 20 26 20 21 36 29 22 673 25 7148 32 131 35 202 43 89444 49
internal_value=0 -0.35552 0.00198232 0.291062 0.00712062 0.225857 0.0388476 0.270988 0.00155591 -0.545204 0.00172851 0.0259506 0.024065 0.0678043 -0.00795491 -0.00165547 -0.00190933 0.209887 -0.00248514 -0.403763
internal_weight=0 144 103197 152 132 106 86 65 103045 112 103016 12619 12594 5315 7279 90397 90362 245 90117 90
internal_count=103341 144 103197 152 132 106 86 65 103045 112 103016 12619 12594 5315 7279 90397 90362 245 90117 90
cat_boundaries=0 6 7 11
cat_threshold=604012800 545439744 528408 45220394 336086130 1024 1618 1073741824 0 0 138444800
is_linear=0
shrinkage=0.01


Tree=819
num_leaves=23
num_cat=0
split_feature=3 6 2 12 1 11 0 5 2 2 16 11 5 1 1 1 5 1 0 16 2 3
split_gain=180129 177730 124678 811022 129976 106882 96408.4 89837.1 86645.3 83874.4 78914 101977 144948 108170 91014.9 113439 162653 153313 27052 15039.5 6846.96 30414.7
threshold=888.10000000000014 255.31490000000005 883.10000000000014 85.888000000000019 53.535500000000006 1439.8675000000001 242.5325 46.779000000000003 1439.8675000000001 1070.9310000000003 522.5150000000001 75.24542000000001 66.795000000000016 29.239750000000004 1439.8675000000001 884.13250000000005 4.4342985000000015 469.21250000000003 0.45700000000000007 925.3130000000001 0.45700000000000007 1449.0631000000001
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 5 4 8 10 -6 20 9 -4 14 12 19 -13 15 17 -17 -1 -16 -12 21 -2
right_child=1 -3 3 -5 6 -7 -8 -9 -10 -11 11 13 -14 -15 18 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0014948380764239575 -0.27628033684717646 0.30529022902250291 0.091379870198391111 2.0637910903583871 -0.81927856586597592 -0.60546573359390787 0.072510866251858805 -1.1125856221805921 -0.20436710698851224 0.89521053085327151 -0.1430989421991741 -0.16831768396000069 0.70767233359813686 -1.1510697637285505 0.23778985689426291 -0.13128416323042535 -1.1434616065025329 0.22788840089241663 0.7158513092398644 -0.43154647354568754 -0.26993443829672681 -0.72778990211486816
leaf_weight=102426 37 32 27 22 27 29 22 22 29 25 51 24 20 21 29 77 20 300 20 28 28 25
leaf_count=102426 37 32 27 22 27 29 22 22 29 25 51 24 20 21 29 77 20 300 20 28 28 25
internal_value=0 -0.351964 0.00196238 0.288151 -0.0123416 0.00154023 -0.418883 -0.539751 0.233591 0.477837 0.00171111 -0.232222 -0.0528071 -0.626935 0.00203857 0.00183323 -0.339981 0.002156 0.432917 -0.245334 -0.399725 -0.458341
internal_weight=0 144 103197 152 130 103045 49 112 81 52 103016 144 99 45 102872 102823 97 102726 49 79 90 62
internal_count=103341 144 103197 152 130 103045 49 112 81 52 103016 144 99 45 102872 102823 97 102726 49 79 90 62
is_linear=0
shrinkage=0.01


Tree=820
num_leaves=11
num_cat=2
split_feature=22 16 4 2 2 25 24 0 26 26
split_gain=147655 103353 113920 75977.1 105805 72952.8 154105 115406 71325.3 9487.82
threshold=550.81750000000011 1107.6734000000001 1468.3681000000001 1439.8675000000001 1070.9310000000003 0 1 1438.4900000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 2 9 1 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -6 -5
right_child=-2 -3 -4 9 8 7 -8 -9 -10 -11
leaf_value=-0.09680821349897091 0.70064493457476307 0.51367827855623693 -0.50993131290782578 -0.22069157036868009 0.84584814707438161 -0.0023785927911484 0.11590996871958384 0.49861769380776777 0.12468241766095162 -0.49222847998142244
leaf_weight=449 30 39 44 22 24 101422 1336 46 32 31
leaf_count=449 30 39 44 22 24 101422 1336 46 32 31
internal_value=0 -0.00101458 -0.0012087 -0.000992139 -0.000797948 -0.00103363 0.0621615 -0.00215126 0.433753 -0.379515
internal_weight=0 103445 103406 103362 103309 103253 1785 101468 56 53
internal_count=103475 103445 103406 103362 103309 103253 1785 101468 56 53
cat_boundaries=0 6 7
cat_threshold=1073741824 536870914 4096 5406762 1073741824 32 548
is_linear=0
shrinkage=0.01


Tree=821
num_leaves=21
num_cat=3
split_feature=22 16 13 0 9 24 4 0 13 24 10 8 14 1 25 2 2 2 14 1
split_gain=144717 101297 121973 243938 138834 107261 136873 111153 77129.2 218194 475344 130625 86390.3 338020 92868.9 325399 226480 79026.7 30950.9 9398.92
threshold=550.81750000000011 1107.6734000000001 403.35000000000008 538.27200000000016 523.54700000000014 0 169.65250000000003 77.765000000000015 278.25000000000006 1 96.77300000000001 153.40400000000002 678.01075000000003 50.679750000000006 2 1070.9310000000003 1070.9310000000003 6.9336000000000011 1092.2134000000003 0.78854999999999997
decision_type=2 2 2 2 2 1 2 2 2 1 2 2 2 2 9 2 2 2 2 2
left_child=1 2 8 4 5 7 -7 -4 12 10 19 17 14 18 16 -16 -1 -11 -14 -10
right_child=-2 -3 3 -5 -6 6 -8 -9 9 11 -12 -13 13 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.025596685113195978 0.69363848217328394 0.50854150674281973 -0.081341243549693548 -1.2142053283344616 0.62353803036977418 -0.19805561716390416 -0.89109824522121528 0.7481697613596916 0.11154126660577182 0.21413363021431547 1.8118890890867814 -0.84389592851911277 -0.1938216147699007 1.4554467983245849 0.0016218504331897451 0.77811881016801909 -0.77938741564750669 -0.43677811627204605 0.22116238325834275 0.36293660145998002
leaf_weight=11318 30 39 84 22 23 124 37 20 58 66 23 21 41 20 91377 54 40 26 32 20
leaf_count=11318 30 39 84 22 23 124 37 20 58 66 23 21 41 20 91377 54 40 26 32 20
internal_value=0 -0.00100441 -0.00119659 -0.199258 -0.121727 -0.186411 -0.33643 0.0713222 -0.000601039 0.189048 0.499113 -0.121506 -0.00099552 0.30365 -0.00127115 0.00208023 -0.0282265 0.0301803 -0.0119108 0.176002
internal_weight=0 103445 103406 310 288 265 161 104 103096 214 101 113 102882 93 102789 91431 11358 92 73 78
internal_count=103475 103445 103406 310 288 265 161 104 103096 214 101 113 102882 93 102789 91431 11358 92 73 78
cat_boundaries=0 1 2 8
cat_threshold=904 3168 49426 68313088 33571338 144703872 2432779320 1160
is_linear=0
shrinkage=0.01


Tree=822
num_leaves=11
num_cat=1
split_feature=22 11 4 12 12 2 2 25 26 3
split_gain=141837 100976 77382.8 65709.1 234886 67131.5 102874 75391.1 69916.7 28936.5
threshold=550.81750000000011 1439.8675000000001 1468.3681000000001 1078.0535000000002 1392.9450000000004 1439.8675000000001 1070.9310000000003 0 2022.5000000000002 6.6572445000000009
decision_type=2 2 2 2 2 2 2 9 2 2
left_child=1 2 3 5 -5 6 7 -1 -8 -7
right_child=-2 -3 -4 4 -6 9 8 -9 -10 -11
leaf_value=0.063516765947223844 0.68670210107167562 -0.55406915267308554 -0.42009718201377177 1.0297772187453051 -0.30189660440992427 -0.14163541751248496 0.83585583686828613 -0.0020057116834757993 0.12184660494327545 -0.61483032763004308
leaf_weight=1777 30 33 44 26 27 28 24 101430 32 24
leaf_count=1777 30 33 44 26 27 28 24 101430 32 24
internal_value=0 -0.00099437 -0.000817877 -0.000639405 0.351377 -0.000819988 -0.000639099 -0.000871597 0.427851 -0.360033
internal_weight=0 103445 103412 103368 53 103315 103263 103207 56 52
internal_count=103475 103445 103412 103368 53 103315 103263 103207 56 52
cat_boundaries=0 6
cat_threshold=1073741824 536870914 4096 5406762 1073741824 32
is_linear=0
shrinkage=0.01


Tree=823
num_leaves=28
num_cat=2
split_feature=0 17 24 0 0 1 1 2 26 25 10 2 18 2 2 0 1 26 8 12 9 26 10 11 9 26 9
split_gain=112289 973876 271143 393969 243999 224190 263966 247802 129229 98590.7 189399 172661 176802 154442 278316 137779 167021 149568 113732 102227 95505.9 81429.9 81214.3 74718.1 64799.4 58543.3 55893.9
threshold=538.27200000000016 313.64260000000007 0 658.11750000000018 1077.3535000000002 285.35875000000004 542.71780000000012 352.68673250000012 2022.5000000000002 1 901.21050000000014 1070.9310000000003 626.66750000000013 1070.9310000000003 1439.8675000000001 66.285000000000011 756.19086000000004 2022.5000000000002 1117.4100000000001 1078.0535000000002 128.24750000000003 2022.5000000000002 400.0485000000001 46.368315000000003 2.0798375000000004 2022.5000000000002 356.30640000000005
decision_type=2 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 2
left_child=9 2 3 -2 8 7 -7 24 -5 10 11 12 15 18 -15 16 -1 -17 19 22 -12 -13 23 -11 25 -4 -24
right_child=1 -3 5 4 -6 6 -8 -9 -10 13 20 21 -14 14 -16 17 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28
leaf_value=-0.015679215033263728 1.3561552881513321 2.3166858000755308 0.0083736140890554953 0.077289383334498252 0.75642120978411509 -1.288056539297104 -0.031442130770002095 1.0644161787487212 -0.93870578220912393 0.00077716462996802707 0.19716067065363344 -1.0562691255049272 0.86991986927661036 1.4674014699459077 -0.11526853218078614 -0.021174900886851925 -0.56792720950733533 -0.2538402844541689 0.61776747767130535 0.64131684913635256 1.142027001619339 -0.27547745094579812 -0.14148060001387741 0.06111716256298827 0.3884059318542481 -0.38561695554039693 -0.66768581348916756
leaf_weight=12809 35 20 88 31 34 32 35 21 21 86586 23 22 22 20 25 568 55 538 30 25 20 34 165 2102 25 66 23
leaf_count=12809 35 20 88 31 34 32 35 21 21 86586 23 22 22 20 25 568 55 538 30 25 20 34 165 2102 25 66 23
internal_value=0 0.164783 0.05386 0.426465 0.0976915 -0.126243 -0.631616 0.0367452 -0.333016 -0.0014424 -0.0260092 -0.028056 -0.0258381 0.00245085 0.58814 -0.0272487 -0.0180403 -0.134352 0.00215476 0.00194702 0.636633 -0.582217 0.00176717 0.00220729 -0.0838195 -0.160479 -0.205857
internal_weight=0 408 388 121 86 267 67 200 52 103067 14091 14048 13992 88976 45 13970 12864 1106 88931 88901 43 56 88876 88688 179 154 188
internal_count=103475 408 388 121 86 267 67 200 52 103067 14091 14048 13992 88976 45 13970 12864 1106 88931 88901 43 56 88876 88688 179 154 188
cat_boundaries=0 1 7
cat_threshold=2818 67158274 68304898 33571330 178258304 2432779320 1160
is_linear=0
shrinkage=0.01


Tree=824
num_leaves=14
num_cat=0
split_feature=22 11 16 3 8 4 13 0 0 13 12 18 26
split_gain=138599 99290.4 98847.8 108777 318886 264966 79542.1 159432 123982 87124.1 209842 92627.2 16844.1
threshold=550.81750000000011 1439.8675000000001 1107.6734000000001 1077.3535000000002 15.585000000000003 6.6462500000000011 403.35000000000008 438.42500000000007 181.65750000000006 278.25000000000006 239.70000000000002 1129.6950200000003 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 12 9 8 -8 11 -11 -1 -5
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 10 -12 -13 -14
leaf_value=-0.00075086345078868703 0.67882537996768944 -0.54941395521163938 0.50254783434745587 -0.082675563361909662 0.75830152329944422 -1.5594063650478018 -0.16302086173325842 -0.86783775319313183 0.518525315841039 0.072110002468962694 0.96252871728712508 0.67985619622468951 -0.43273735836148264
leaf_weight=102742 30 33 39 27 21 22 242 29 30 181 31 20 28
leaf_count=102742 30 33 39 27 21 22 242 29 30 181 31 20 28
internal_value=0 -0.000976201 -0.000801188 -0.000991089 -0.333995 -0.631894 -0.000675094 -0.162999 -0.0878503 -0.000200612 0.202313 -0.000618401 -0.260889
internal_weight=0 103445 103412 103373 98 77 103275 301 272 102974 212 102762 55
internal_count=103475 103445 103412 103373 98 77 103275 301 272 102974 212 102762 55
is_linear=0
shrinkage=0.01


Tree=825
num_leaves=31
num_cat=4
split_feature=25 2 0 2 10 10 2 2 5 16 3 15 13 10 26 2 2 8 16 4 24 25 1 10 5 14 25 1 8 26
split_gain=126604 232470 880833 189404 173571 181024 192459 408428 391673 324534 253973 214138 212706 160116 152174 132328 131967 118801 115457 94202.2 74437.3 489104 358305 334484 334389 157515 137512 121395 121149 95173.6
threshold=0 883.10000000000014 316.39255000000009 1439.8675000000001 522.5150000000001 426.12125000000009 36.857500000000009 75.339000000000013 616.44275000000005 461.07500000000005 514.39811750000013 59.840000000000011 8.1130000000000013 62.399000000000008 2022.5000000000002 52.962600000000009 130.34875000000002 44.630000000000003 1107.6734000000001 22.184000000000005 1 2 205.14500000000004 130.02000000000001 897.08550000000014 920.44288200000017 3 756.19086000000004 901.21050000000014 2022.5000000000002
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 9 2 2 2
left_child=4 18 3 14 5 6 8 12 9 13 11 -9 15 -1 -3 -8 19 -12 20 -6 21 29 24 -24 -23 26 27 -22 -28 -2
right_child=1 2 -4 -5 16 -7 7 10 -10 -11 17 -13 -14 -15 -16 -17 -18 -19 -20 -21 25 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.055405060383866875 0.78414241469308243 0.85428725719451903 2.3578137302398683 -0.56318763855731846 -0.48023165272128199 0.81920136690139778 -0.52938076772187881 -0.074347969002041867 0.92783281060152278 1.2368398131132126 -1.0400207125174032 0.60751694101553699 0.086786467535742401 0.31119865769820831 -0.13707088657220204 -1.2078405972184807 -0.034658919109238517 -0.098319985639481314 -0.66576215450580312 -1.3605095100402833 -0.065488001526993203 0.0049139090846900399 0.19699320325907091 1.0966170822019163 1.2982677564620972 -0.69728137587056016 -0.0022852379688834499 -0.65790401150499067 -0.67229924307929145 0.31626885200949273
leaf_weight=3037 89 32 20 33 31 24 57 403 43 20 37 52 29 124 30 58 36 21 26 20 2950 40767 407 46 20 33 55052 35 27 85
leaf_count=3037 89 32 20 33 31 24 57 403 43 20 37 52 29 124 30 58 36 21 26 20 2950 40767 407 46 20 33 55052 35 27 85
internal_value=0 0.00105239 0.450401 0.0488408 -0.056311 -0.0466099 -0.051964 -0.20796 -0.0201746 -0.0329895 -0.0758613 0.00357945 -0.67856 -0.0410239 0.374598 -0.871561 -0.498219 -0.69906 0.000533344 -0.825439 0.000707432 0.0109498 0.0086524 0.288346 0.00554811 -0.00659448 -0.00620307 -0.0721924 -0.00261321 0.525389
internal_weight=0 99652 115 95 3992 3905 3881 657 3224 3181 513 455 144 3161 62 115 87 58 99537 51 99511 41414 41240 453 40787 58097 58064 2985 55079 174
internal_count=103644 99652 115 95 3992 3905 3881 657 3224 3181 513 455 144 3161 62 115 87 58 99537 51 99511 41414 41240 453 40787 58097 58064 2985 55079 174
cat_boundaries=0 5 6 11 16
cat_threshold=1073774592 32770 4096 201392128 537133056 87 0 536870912 0 131072 32 1048576 536871040 536 131336 17442
is_linear=0
shrinkage=0.01


Tree=826
num_leaves=25
num_cat=3
split_feature=25 11 10 10 2 5 2 2 16 10 15 18 2 19 2 1 16 4 24 25 14 7 26 8
split_gain=124156 207454 165269 180223 179473 492957 423792 535706 317323 243806 456887 217892 140545 92726.6 127513 120512 113104 80973.6 72624.3 510022 165776 71223.8 36423.6 19646.8
threshold=0 1439.8675000000001 522.5150000000001 426.12125000000009 36.857500000000009 616.44275000000005 58.710000000000001 52.962600000000009 437.65500000000003 212.84944500000003 59.840000000000011 292.29400000000004 130.34875000000002 958.81500000000017 1070.9310000000003 130.14450000000002 1107.6734000000001 22.184000000000005 1 2 920.44288200000017 26.782750000000004 2022.5000000000002 51.914800000000007
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2
left_child=2 13 3 4 5 8 7 21 11 10 -8 -1 17 14 16 22 18 -4 19 -2 -20 -6 -16 -11
right_child=1 -3 12 -5 6 -7 9 -9 -10 23 -12 -13 -14 -15 15 -17 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=-0.058128662349614085 0.54029842018422503 0.99456405639648438 -0.50739829946447301 0.81100934028625493 -0.56955683790907574 1.1427830298741659 -0.13016091126683116 -2.0122071428652162 1.158401525725018 -1.0343372216224671 0.92829818434185452 0.9653162399927776 -0.034312352538108826 -0.63433465371961173 0.4672090292930603 1.0720164070129394 -0.65910452549274157 -1.3469044151306153 -0.0062394009606711459 0.0083047643416190326 -0.71520649563182492 0.11535115307027644 -0.032552784374782019 -0.61383556618541479
leaf_weight=2210 171 21 27 24 49 36 435 27 22 20 45 21 36 23 25 20 26 20 58639 41632 33 22 35 25
leaf_count=2210 171 21 27 24 49 36 435 27 22 20 45 21 36 23 25 20 26 20 58639 41632 33 22 35 25
internal_value=0 0.000748125 -0.0642311 -0.0520037 -0.0591164 -0.0181598 -0.209598 -0.813267 -0.0367101 -0.0969128 -0.0309304 -0.0484952 -0.504495 0.000540751 0.000685929 0.399765 0.000368257 -0.864635 0.00053891 0.0106096 -0.00663703 -0.357332 0.175681 -0.800725
internal_weight=0 100625 3019 2936 2912 2289 623 98 2253 525 480 2231 83 100604 100581 80 100501 47 100475 41803 58672 71 60 45
internal_count=103644 100625 3019 2936 2912 2289 623 98 2253 525 480 2231 83 100604 100581 80 100501 47 100475 41803 58672 71 60 45
cat_boundaries=0 5 6 11
cat_threshold=1073774592 32770 4096 134217728 537133056 87 0 536870912 0 131072 32
is_linear=0
shrinkage=0.01


Tree=827
num_leaves=33
num_cat=1
split_feature=25 2 3 10 10 2 2 2 3 7 6 13 10 21 16 12 8 3 3 9 2 2 7 16 10 2 5 11 2 7 12 10
split_gain=122433 325397 370359 190376 206052 175326 416925 364067 321366 343453 210036 192681 155590 129212 129428 118386 164943 120846 115094 105709 181194 97958.7 85368.7 82808.9 88515.1 649719 115834 80490.8 21074.2 14005.7 1711.7 578.802
threshold=0 883.10000000000014 7.7340000000000009 522.5150000000001 400.0485000000001 36.857500000000009 75.339000000000013 29.306750000000005 439.62900000000008 552.55750000000012 183.56850000000003 8.1130000000000013 451.48500000000007 190.73750000000004 631.17300000000012 483.25025000000005 190.60000000000002 888.10000000000014 1077.3535000000002 181.37125000000006 130.34875000000002 52.962600000000009 11.089466000000003 1107.6734000000001 84.714000000000013 364.96250000000003 1449.0631000000001 128.13330350000004 0.45700000000000007 41.486900000000006 890.55300000000011 796.68750000000011
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
left_child=3 15 -3 4 5 7 11 13 9 -8 -10 21 -6 14 -1 17 27 23 -19 22 -21 -7 31 24 26 -26 -2 29 -20 30 -17 -5
right_child=1 2 -4 19 12 6 8 -9 10 -11 -12 -13 -14 -15 -16 16 -18 18 28 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33
leaf_value=-0.031237804995729958 -8.1267880887009176e-05 1.02820801012218 -0.23964839326010812 -0.51012918824241271 1.2109118081175763 -0.51721404568093721 -0.037365277982071829 1.2942472734905426 -0.24110073208808899 1.2075286979778954 -1.2557872261720546 0.071541243137851845 0.059925932089487717 0.77720553207397458 0.75539780795574185 -0.1634067751081853 -0.92463858112212149 0.98990439622298532 -0.0063276053702130044 -0.76863718888976351 0.46445066727124729 -1.071104812977919 -1.2633841142654418 -0.61226002433083271 0.042824865382802724 1.3335508794784545 0.70966990636742633 0.3316609075377065 0.40276188087463383 -0.48785346233844756 -0.26535470630811608 -0.43673216863112019
leaf_weight=5241 95324 64 36 21 23 61 608 21 51 23 34 31 24 20 21 58 31 23 34 22 26 67 20 22 1559 40 23 31 20 20 23 22
leaf_count=5241 95324 64 36 21 23 61 608 21 51 23 34 31 24 20 21 58 31 23 34 22 26 67 20 22 1559 40 23 31 20 20 23 22
internal_value=0 0.00163667 0.57178 -0.0436966 -0.0364459 -0.041464 -0.17261 -0.0198248 -0.0697456 0.00801121 -0.646975 -0.635826 0.623174 -0.0250492 -0.0280984 0.00105032 -0.268222 0.0015026 0.397505 -0.454259 -0.100715 -0.807141 -0.723627 0.00118814 0.00132735 0.0751132 8.99413e-05 -0.114063 0.145187 -0.25087 -0.192355 -0.472577
internal_weight=0 97308 100 6336 6225 6178 875 5303 716 631 85 159 47 5282 5262 97208 163 97045 77 111 48 128 63 96968 96946 1599 95347 132 54 101 81 43
internal_count=103644 97308 100 6336 6225 6178 875 5303 716 631 85 159 47 5282 5262 97208 163 97045 77 111 48 128 63 96968 96946 1599 95347 132 54 101 81 43
cat_boundaries=0 5
cat_threshold=1073774592 32770 4106 234948608 537133056
is_linear=0
shrinkage=0.01


Tree=828
num_leaves=27
num_cat=1
split_feature=25 11 10 10 10 6 10 1 5 5 1 9 9 14 0 3 1 0 4 13 9 0 0 0 10 0
split_gain=119996 229046 273364 186588 201952 153311 152494 129778 340296 316388 157506 103606 111876 97471.3 93251.5 129814 125616 98427.7 90899.1 88078 599207 82261.2 78792 22190.8 3129.05 2991.38
threshold=0 1092.2834 7.9202500000000011 522.5150000000001 400.0485000000001 1424.6500000000003 451.48500000000007 469.21250000000003 392.81250000000006 13.506000000000002 383.83325000000008 181.37125000000006 384.29599999999999 323.43265000000002 883.10000000000014 114.45750000000002 1439.8675000000001 748.92250000000013 48.388837500000008 40.605000000000004 553.21400000000006 252.70150000000004 367.42525000000006 1077.3535000000002 901.21050000000014 1438.4900000000002
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
left_child=3 14 -3 4 5 7 -6 10 9 -9 13 18 -13 -1 16 23 17 19 24 22 -21 -12 -2 -16 -5 -25
right_child=1 2 -4 11 6 -7 -8 8 -10 -11 21 12 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27
leaf_value=-0.041900738547657176 0.00044194257337008396 -0.029280124469236894 1.5860785877704622 -0.523399729955764 1.1988026839624282 0.81192810467311316 0.059326686461766559 0.17157224409920829 -0.73511776892344161 1.2941028252514926 -0.24018274943033857 0.47152297341823579 -0.5077291836908886 -0.38497966103521841 0.3848820429262908 1.0290085363388062 -0.64599402006467188 -0.49475939297676086 -1.2349400849775836 0.046820841963181342 1.7051987036791716 -1.0256502445538838 -0.15924569661386551 -0.045403660860928625 -0.34862709045410156 0.10727072057269869
leaf_weight=5851 94510 22 20 21 23 21 24 105 30 33 30 20 28 84 23 20 30 40 22 2257 22 24 310 33 20 21
leaf_count=5851 94510 22 20 21 23 21 24 105 30 33 30 20 28 84 23 20 30 40 22 2257 22 24 310 33 20 21
internal_value=0 0.00162031 0.739938 -0.0432596 -0.0360814 -0.0410494 0.616943 -0.0439587 0.23016 0.440003 -0.0516481 -0.449717 -0.0997075 -0.0467564 0.00130166 0.311204 0.000992298 0.00119211 -0.716391 0.00139642 0.0628298 -0.589279 -8.01326e-05 0.124762 -0.438145 0.0139697
internal_weight=0 97308 42 6336 6225 6178 47 6157 168 138 5989 111 48 5935 97266 97 97169 97139 63 97099 2279 54 94820 77 41 54
internal_count=103644 97308 42 6336 6225 6178 47 6157 168 138 5989 111 48 5935 97266 97 97169 97139 63 97099 2279 54 94820 77 41 54
cat_boundaries=0 5
cat_threshold=1073774592 32770 4106 234948608 537133056
is_linear=0
shrinkage=0.01


Tree=829
num_leaves=22
num_cat=4
split_feature=25 11 21 4 16 0 4 24 4 1 2 4 7 19 2 1 16 24 25 11 2
split_gain=117840 201527 159440 182792 125739 277131 511368 126242 243816 281286 129681 109559 99773.1 90759.8 121243 118623 109172 71216.2 500586 167335 6672.16
threshold=0 1439.8675000000001 285.67500000000007 891.77550000000008 247.80448000000004 86.604000000000028 11.879600000000002 1 521.79500000000019 226.32900000000004 542.8678000000001 119.60617500000001 123.45 958.81500000000017 1070.9310000000003 130.14450000000002 1107.6734000000001 2 3 912.00000000000011 1439.8675000000001
decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 9 2 2
left_child=2 13 3 4 7 6 -6 10 9 -9 11 -1 -7 14 16 20 17 18 -2 -19 -16
right_child=1 -3 -4 -5 5 12 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 -22
leaf_value=-0.16643771981687674 0.53526972828649022 0.9802492958591098 0.80552870069231308 -0.74900744597117108 -0.065442526234047754 -0.79572663879394523 1.9988732560475668 -0.034635581347690104 -0.79640405483734911 0.45368487462401391 -0.75956361199126521 0.14920008153450198 0.16061365939676761 -0.62757681307585345 0.26288355249347112 1.056777982711792 -0.64754521553332989 -0.0062205380720179691 0.0082201905601849978 -0.8086439668673735 0.050915653175777856
leaf_weight=1038 171 21 21 39 28 20 21 1504 39 128 34 123 24 23 33 20 26 58646 41632 26 27
leaf_count=1038 171 21 21 39 28 20 21 1504 39 128 34 123 24 23 33 20 26 58646 41632 26 27
internal_value=0 0.000733888 -0.0625708 -0.0688603 -0.0598958 0.30198 0.819264 -0.0716385 -0.0149197 0.00366406 -0.149573 -0.132998 -0.274086 0.000529498 0.000673128 0.389818 0.000363364 0.000531023 0.0105036 -0.006575 0.167498
internal_weight=0 100625 3019 2998 2959 93 49 2866 1671 1632 1195 1161 44 100604 100581 80 100501 100475 41803 58672 60
internal_count=103644 100625 3019 2998 2959 93 49 2866 1671 1632 1195 1161 44 100604 100581 80 100501 100475 41803 58672 60
cat_boundaries=0 5 6 7 12
cat_threshold=1073774592 32770 4096 134217728 537133056 2260 87 0 536870912 0 131072 32
is_linear=0
shrinkage=0.01


Tree=830
num_leaves=30
num_cat=4
split_feature=0 17 5 1 0 9 1 1 0 24 1 7 1 1 5 6 11 25 24 25 18 11 5 5 1 0 4 0 1
split_gain=149496 824397 442168 209161 288760 187115 230826 136257 113074 258488 286869 195382 156088 130339 122200 99103.6 76931.2 77102 244745 736112 194221 77170.4 210360 77956.1 72571.3 37083 34372.4 25741 22391.3
threshold=594.30750000000012 295.45750000000004 4.4342985000000015 511.45025000000004 658.11750000000018 340.35000000000008 285.35875000000004 8.3632500000000025 367.42525000000006 0 21.000235000000004 174.01000000000002 1439.8675000000001 511.45025000000004 190.63000000000002 165.29860000000002 1439.8675000000001 1 2 3 382.59200000000004 337.65000000000003 483.06600000000009 552.55750000000012 169.65250000000003 1438.4900000000002 237.41375000000005 413.70875000000007 210.63000000000002
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 6 -4 25 12 10 27 13 16 14 26 -13 17 18 19 -1 -20 23 -23 -19 -9 -6 -11 -10 -12
right_child=1 -3 5 -5 7 -7 -8 24 9 11 28 15 -14 -15 -16 -17 -18 21 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.84836577738363916 1.0083282099272075 2.1743556251525882 -0.25872160309239439 1.2088787667647654 0.11288356005660888 0.25064452489217121 -1.4321173226038615 -0.86462489128112796 -0.49710939025878909 -0.32858724486765439 1.0741301033496857 -0.44710708358071066 -0.57700681110645857 0.50505083664603856 0.29327744703739883 -1.3859125738558562 -0.5069151570796967 -0.004543034020388477 -0.0052181609610765364 0.068882175828539324 0.87745331025123596 0.22747502996983668 -0.62452034201472995 0.19359829376690355 -0.033267649809519448 0.49040371808138761 -0.7643140411376953 -0.059515789427408365 0.64496015887106628
leaf_weight=117 38 20 38 23 123 24 30 21 20 191 20 22 47 23 32 23 30 90574 8736 2796 25 307 32 199 21 33 20 41 31
leaf_count=117 38 20 38 23 123 24 30 21 20 191 20 22 47 23 32 23 30 90574 8736 2796 25 307 32 199 21 33 20 41 31
internal_value=0 0.19957 0.0870469 0.298583 0.209867 -0.508473 -0.776396 0.0566276 -0.00152701 -0.16469 0.238476 -0.307657 -0.000856041 -0.214456 -0.282558 -0.926941 -0.000592667 -0.000444887 0.0237398 0.102985 -0.00269633 -0.00354585 0.147051 -0.00410865 -0.448946 0.192744 -0.369888 -0.202989 0.813262
internal_weight=0 371 351 259 236 92 68 198 103286 423 112 311 102863 266 243 45 102816 102786 11674 2913 8761 91112 339 90773 42 156 211 61 51
internal_count=103657 371 351 259 236 92 68 198 103286 423 112 311 102863 266 243 45 102816 102786 11674 2913 8761 91112 339 90773 42 156 211 61 51
cat_boundaries=0 1 7 8 13
cat_threshold=788 1140850948 549601408 268435744 470946600 1074021426 1056 1090 0 536870912 0 131328 32
is_linear=0
shrinkage=0.01


Tree=831
num_leaves=25
num_cat=1
split_feature=3 0 2 1 5 0 16 1 2 0 24 1 4 0 10 2 2 2 1 8 4 11 3 16
split_gain=220361 131732 669039 1.56441e+06 361250 345793 113982 110937 124337 101597 257684 259880 203331 101074 98759.7 75598.6 215004 66410.7 73176.8 55534.7 54367.3 25370.7 17845.3 6058.95
threshold=1449.0631000000001 594.30750000000012 512.13625000000013 273.76200000000006 4.4342985000000015 658.11750000000018 522.5150000000001 1439.8675000000001 13.907000000000002 367.42525000000006 0 21.000235000000004 393.90000000000003 883.10000000000014 330.97750000000008 1439.8675000000001 1070.9310000000003 8.0915000000000017 169.65250000000003 166.61000000000004 6.6462500000000011 43.932500000000005 86.176192500000013 819.02500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 -3 7 9 -9 15 11 -11 -12 22 19 16 -1 18 -7 21 -2 23 -6 -8
right_child=20 2 3 -5 13 17 14 8 -10 10 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0006553325675448862 1.0097192604064942 1.1037570288374619 3.4219347982406618 -0.26807514791135434 -1.1320876474380495 0.055968548943396333 -0.10629179066274225 -0.071066217730122228 -1.0823866523206236 -0.1695026214244002 -0.22613868445492863 0.82140121435125668 -1.0817445905746952 -0.19570774129919105 -0.88476370230964996 -0.42470247393562682 0.69852722037922255 -0.3365751137998369 0.67435529210350742 0.28465513619509614 0.31021518421173094 -0.58916632539033897 -0.70965096187591559 -0.28407911384271251
leaf_weight=102562 25 37 20 27 20 147 41 31 20 59 267 48 31 37 23 42 44 36 22 22 20 20 20 36
leaf_count=102562 25 37 20 27 20 147 41 31 20 59 267 48 31 37 23 42 44 36 22 22 20 20 20 36
internal_value=0 -0.00110216 0.188279 1.30214 0.0241678 0.21399 -0.0017735 -0.00138357 -0.467662 -0.00115281 -0.159226 0.251509 -0.304913 -0.572415 -0.284896 -0.000529134 -0.000355506 0.0533975 0.136469 -0.168956 0.698829 -0.271836 -0.920869 -0.189413
internal_weight=0 103612 366 47 319 242 103246 103104 51 103053 405 107 298 77 142 102648 102606 205 169 119 45 97 40 77
internal_count=103657 103612 366 47 319 242 103246 103104 51 103053 405 107 298 77 142 102648 102606 205 169 119 45 97 40 77
cat_boundaries=0 1
cat_threshold=788
is_linear=0
shrinkage=0.01


Tree=832
num_leaves=11
num_cat=2
split_feature=11 10 22 16 13 8 4 25 25 26
split_gain=97385.2 402067 149680 85488.6 84812.3 76746.1 147576 80582.7 66877.8 6267.41
threshold=1092.2834 103.11795000000002 379.00000000000006 1107.6734000000001 99.709000000000017 1468.3681000000001 1468.3681000000001 0 1 2022.5000000000002
decision_type=2 2 2 2 2 2 2 9 9 2
left_child=2 -2 3 5 -4 6 7 9 -9 -1
right_child=1 -3 4 -5 -6 -7 -8 8 -10 -11
leaf_value=0.25746990108206158 -0.14520515821196817 1.5648008476495745 -0.22973137969503532 0.4933868833269392 -1.0379911122322083 0.48125575730294889 -0.57361263147989916 -0.022214086428995687 0.0018657763505771524 0.1456776580462853
leaf_weight=105 44 20 37 35 20 33 45 13219 90003 96
leaf_count=105 44 20 37 35 20 33 45 13219 90003 96
internal_value=0 0.389172 -0.00103124 -0.0007492 -0.513331 -0.000916298 -0.00107008 -0.000820965 -0.00121984 0.194405
internal_weight=0 64 103593 103536 57 103501 103468 103423 103222 201
internal_count=103657 64 103593 103536 57 103501 103468 103423 103222 201
cat_boundaries=0 5 11
cat_threshold=0 0 0 131072 32 163840 1074110474 639111696 39880704 2352742400 642
is_linear=0
shrinkage=0.01


Tree=833
num_leaves=20
num_cat=1
split_feature=3 0 7 5 24 0 0 1 22 0 11 16 1 0 2 2 1 4 12
split_gain=215871 129120 715542 622760 258773 323317 286470 179542 141794 103758 94865.8 85962.5 86864.8 85303.3 83759.8 74620.5 57172.4 53325.5 4498.45
threshold=1449.0631000000001 594.30750000000012 371.89150000000006 21.825000000000006 0 658.11750000000018 883.10000000000014 130.14450000000002 524.87500000000011 1438.4900000000002 1439.8675000000001 925.3130000000001 1439.8675000000001 367.42525000000006 7.8873450000000007 6.6432485000000012 511.45025000000004 6.6462500000000011 26.254000000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -3 -7 -5 10 15 11 12 13 -1 -14 -6 -9 -2 -13
right_child=17 2 -4 7 9 6 -8 16 -10 -11 -12 18 14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00038025476547514611 0.99957819671630865 1.7906037616729737 1.5048928679002298 -0.14055913627147676 -0.068943769343487629 -0.2258383560180664 0.8295378820598126 -1.3872862953975282 -0.62923096656799316 -0.67116034455921336 -0.54592192806303508 -0.48439636434278177 -0.083677733103434251 -0.14543932755690533 -0.91914060045778756 0.60354824838184173 -0.69229850292205808 0.30680877399444578 -0.29483805440721056
leaf_weight=102669 25 20 37 32 77 43 64 29 36 23 32 31 30 407 20 21 20 20 21
leaf_count=102669 25 20 37 32 77 43 64 29 36 23 32 31 30 407 20 21 20 20 21
internal_value=0 -0.00108318 0.186411 0.038132 0.286777 0.57804 0.405415 -0.72315 -0.00174784 -0.0616095 -0.00152897 -0.00136013 -0.00115516 -0.000953027 -0.417863 0.0751617 -1.10362 0.691681 -0.407844
internal_weight=0 103612 366 329 248 127 107 81 103246 121 103210 103178 103126 103076 50 98 49 45 52
internal_count=103657 103612 366 329 248 127 107 81 103246 121 103210 103178 103126 103076 50 98 49 45 52
cat_boundaries=0 1
cat_threshold=2598
is_linear=0
shrinkage=0.01


Tree=834
num_leaves=23
num_cat=1
split_feature=0 17 5 2 0 9 2 22 11 0 25 7 5 2 2 11 10 11 0 2 10 0
split_gain=140816 808092 423363 372439 264651 178828 140527 139087 93235.4 83101.1 103733 251825 141792 84243.3 172637 98143.9 50830.7 39033.8 42881.9 38672.9 21110.4 10056.2
threshold=594.30750000000012 295.45750000000004 4.4342985000000015 472.9221300000001 658.11750000000018 340.35000000000008 8.0915000000000017 524.87500000000011 1439.8675000000001 367.42525000000006 0 178.32800000000003 152.88900000000004 1439.8675000000001 1070.9310000000003 337.65000000000003 22.763000000000002 17.292000000000005 384.83520000000004 8.0730000000000022 89.736750000000015 748.92250000000013
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 16 21 8 9 13 11 12 -11 14 15 -1 19 18 -12 -4 -19 -6
right_child=1 -3 5 -5 6 -7 -8 -9 -10 10 17 -13 -14 -15 -16 -17 -18 20 -20 -21 -22 -23
leaf_value=-0.0012229787028712477 0.92989738562168212 2.1488571596145629 -0.26401510329473588 1.565887264978318 -0.016329914033412933 0.24169271628061931 -0.58960648275190786 -0.62293866237004603 -0.53270830595132079 0.077047776970812068 -0.54148353773004876 -0.68505688142776489 0.84877563562244174 -0.4430455442362054 0.61891815016004781 0.15324250731301509 -1.1859086027145387 -0.3396104480909265 -0.15408254438272401 -0.83619481810817009 -0.78383602046966561 0.18069780114819023
leaf_weight=102300 39 20 21 21 32 24 31 36 33 93 34 35 32 43 45 413 20 23 179 27 20 136
leaf_count=102300 39 20 21 21 32 24 31 36 33 93 34 35 32 43 45 413 20 23 179 27 20 136
internal_value=0 0.193699 0.0822936 0.289283 0.176641 -0.500425 0.0290178 -0.00147315 -0.00125647 -0.00108655 -0.142139 0.0608781 0.27461 -0.000515765 -0.000330585 -0.000601886 -0.762349 -0.261199 -0.215921 -0.585866 -0.546227 0.143169
internal_weight=0 371 351 259 238 92 199 103286 103250 103217 416 160 125 102801 102758 102713 68 256 213 48 43 168
internal_count=103657 371 351 259 238 92 199 103286 103250 103217 416 160 125 102801 102758 102713 68 256 213 48 43 168
cat_boundaries=0 6
cat_threshold=32768 16896 0 33554432 0 8192
is_linear=0
shrinkage=0.01


Tree=835
num_leaves=22
num_cat=4
split_feature=2 24 1 1 1 22 8 25 0 4 26 13 5 0 24 5 25 21 26 2 2
split_gain=180670 357786 267606 212221 188647 102216 127374 100808 234427 355652 321766 137612 607652 133752 114119 78589.8 80516.3 60073 29468.4 10246.3 19386.2
threshold=749.57248000000016 0 233.37814 26.032500000000002 315.7462000000001 524.87500000000011 1468.3681000000001 1 883.10000000000014 257.54600000000011 2022.5000000000002 278.25000000000006 234.22 748.92250000000013 2 1083.8250000000003 3 1.1095000000000004 2022.5000000000002 883.10000000000014 1439.8675000000001
decision_type=2 1 2 2 2 2 2 9 2 2 2 2 2 2 1 2 9 2 2 2 2
left_child=5 2 3 18 19 6 7 8 13 10 -10 15 17 14 -1 16 -9 -13 -2 -3 -21
right_child=1 4 -4 -5 -6 -7 -8 11 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.00011420524645796463 -0.17088400878906249 -0.35642771785909483 0.89416985094547274 -1.0795196924209594 -1.6242174289226532 -0.55030593226937696 0.6495923074086507 0.10673426801883894 0.78713112959990628 1.6589024250507356 -0.57106207876494441 0.0187175910357785 1.6217205160004753 -0.68521806809210006 -0.055329264229917956 -0.4418621973991394 0.00062233042906772453 0.57807472368081414 0.26677404139935973 -0.75548505120807219 -0.38857062786817553
leaf_weight=7507 25 22 32 20 20 34 30 711 37 20 33 224 28 31 7466 40 87150 21 40 36 24
leaf_count=7507 25 22 32 20 20 34 30 711 37 20 33 224 28 31 7466 40 87150 21 40 36 24
internal_value=0 -0.289621 0.105684 -0.178724 -0.686151 -0.00209271 -0.00191227 -0.00210153 -0.0259723 0.482854 0.14684 0.00198748 0.226156 -0.0290417 -0.0276832 0.00129149 0.00149324 0.0666625 0.098444 -0.541031 -0.608719
internal_weight=0 219 117 85 102 103332 103298 103268 15094 90 70 88174 273 15004 14973 87901 87861 245 65 82 60
internal_count=103551 219 117 85 102 103332 103298 103268 15094 90 70 88174 273 15004 14973 87901 87861 245 65 82 60
cat_boundaries=0 1 7 8 13
cat_threshold=429 1097730 747144322 71370452 3254812672 67109904 144 2327 1073741824 0 4096 134348802 32
is_linear=0
shrinkage=0.01


Tree=836
num_leaves=21
num_cat=1
split_feature=2 16 7 1 22 8 25 17 15 17 13 5 6 18 6 5 21 1 2 2
split_gain=177075 162919 357972 257844 100182 124840 99989.2 190404 559077 143616 134538 595559 110593 77845.5 77140.9 75919.4 58877.6 16551.3 23953.5 38937
threshold=749.57248000000016 47.946750000000009 228.79300000000003 233.37814 524.87500000000011 1468.3681000000001 0 527.79000000000008 238.80500000000004 54.410500000000006 278.25000000000006 234.22 264.52500000000003 819.02500000000009 1424.6500000000003 1083.8250000000003 1.1095000000000004 30.575500000000002 1439.8675000000001 1070.9310000000003
decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 17 5 6 7 9 -9 14 13 16 -11 15 -1 -8 -12 18 19 -2
right_child=1 -3 -4 -5 -6 -7 10 8 -10 12 11 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.021271854332072349 -0.29399174544662238 0.4907306901613871 -1.4287844364983695 0.51700276236785092 -0.54480287502793712 0.64309640693664549 0.0015935825185179281 -0.21158034939514964 1.7637743859187416 -0.15672439466889312 0.018530416705845189 1.6055033683776856 -0.68538360998365622 0.58324366652447246 -0.62774596259707494 -0.43971492914053112 0.57229395213581269 -0.6846715059280396 -0.13115514000256856 -0.75457752753948348
leaf_weight=16297 50 24 28 38 34 30 86181 38 23 328 224 28 45 23 21 39 21 20 30 29
leaf_count=16297 50 24 28 38 34 30 86181 38 23 328 224 28 45 23 21 39 21 20 30 29
internal_value=0 -0.286725 -0.382412 -0.206972 -0.00207173 -0.0018931 -0.00208047 -0.0244345 0.533226 -0.0264872 0.00225048 0.223894 -0.220504 0.00154914 -0.0220523 0.00139396 0.0659959 -0.420236 -0.371716 -0.463068
internal_weight=0 219 195 167 103332 103298 103268 16752 61 16691 86516 273 373 86243 16318 86220 245 129 109 79
internal_count=103551 219 195 167 103332 103298 103268 16752 61 16691 86516 273 373 86243 16318 86220 245 129 109 79
cat_boundaries=0 6
cat_threshold=1097794 612992130 71370452 3254812672 67109904 144
is_linear=0
shrinkage=0.01


Tree=837
num_leaves=23
num_cat=2
split_feature=2 24 1 1 1 22 8 25 0 26 1 1 13 5 0 14 12 18 13 3 26 26
split_gain=173551 349969 260124 207198 186935 98188.8 122355 97005.5 229377 209900 559501 364681 132170 583708 130920 111427 96754.9 94888.2 58612 49292.6 28850.3 15363
threshold=749.57248000000016 0 233.37814 26.032500000000002 315.7462000000001 524.87500000000011 1468.3681000000001 1 883.10000000000014 2022.5000000000002 10.847970000000002 51.884800000000006 278.25000000000006 234.22 748.92250000000013 678.01075000000003 1078.0535000000002 819.02500000000009 303.39610000000005 156.38750000000002 2022.5000000000002 2022.5000000000002
decision_type=2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 20 19 6 7 8 14 11 -11 -10 16 18 15 -1 17 -9 -14 21 -2 -3
right_child=1 4 -4 -5 -6 -7 -8 12 9 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.02868279115495604 -0.16605244064331054 -0.86524814376831061 0.88435557544231413 -1.0635030913352967 -1.6092143054008483 -0.53935485159649565 0.63666542752583821 0.00093327296009470943 1.8027830799420677 -1.2518481731414794 0.97288378165318423 -0.025578713178634645 0.47171967721754504 1.589448366846357 -0.67761311592594264 0.43502444718892763 0.59981446778332748 0.65775756521658468 0.0064672282783784594 -0.11308547337849936 0.26699170632660391 -0.54256123595767547
leaf_weight=15006 25 25 32 20 20 34 30 87767 24 20 26 20 31 28 31 52 27 22 214 21 40 36
leaf_count=15006 25 25 32 20 20 34 30 87767 24 20 26 20 31 28 31 52 27 22 214 21 40 36
internal_value=0 -0.283858 0.106753 -0.173432 -0.676094 -0.00205102 -0.00187416 -0.00205966 -0.025399 0.477925 0.00560902 0.97171 0.0019647 0.221655 -0.028418 -0.0270815 0.00128196 0.00109787 0.0653359 -0.530954 0.100436 -0.67481
internal_weight=0 219 117 85 102 103332 103298 103268 15179 90 46 44 88089 273 15089 15058 87816 87789 245 82 65 61
internal_count=103551 219 117 85 102 103332 103298 103268 15179 90 46 44 88089 273 15089 15058 87816 87789 245 82 65 61
cat_boundaries=0 1 7
cat_threshold=429 1097730 612926594 71370452 3254812672 71304208 144
is_linear=0
shrinkage=0.01


Tree=838
num_leaves=22
num_cat=3
split_feature=2 24 1 1 1 22 8 25 17 15 24 2 13 10 10 12 2 18 26 2 2
split_gain=170097 343004 254947 203075 183215 96234.8 119921 94842.9 187240 547221 152460 209837 129649 297638 106061 94858 93186.7 93025.2 28276.2 10035 18502.7
threshold=749.57248000000016 0 233.37814 26.032500000000002 315.7462000000001 524.87500000000011 1468.3681000000001 1 527.79000000000008 238.80500000000004 2 198.78000000000003 278.25000000000006 255.92650000000003 400.0485000000001 1078.0535000000002 169.99800000000002 819.02500000000009 2022.5000000000002 883.10000000000014 1439.8675000000001
decision_type=2 1 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 18 19 6 7 8 10 -10 11 -1 15 16 -12 17 -14 -9 -2 -3 -21
right_child=1 4 -4 -5 -6 -7 -8 12 9 -11 14 -13 13 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.060325774405448049 -0.16439191131591799 -0.3429537402499806 0.87551202833652497 -1.0528680925369263 -1.5931221730709075 -0.53396129979806783 0.63029877408345547 0.00083622141655062651 -0.20965611166075657 1.7446407992425175 -0.0090478034710850218 -0.39117507472634316 0.17925947388470698 1.3080409095080003 0.2742471969661428 0.59381630981409994 -0.50224406003952027 0.65117999466982757 0.26432179238647224 -0.73601334492365522 -0.37755658010641735
leaf_weight=4619 25 22 32 20 20 34 30 88345 38 23 9587 200 228 23 134 27 22 22 40 36 24
leaf_count=4619 25 22 32 20 20 34 30 88345 38 23 9587 200 228 23 134 27 22 22 40 36 24
internal_value=0 -0.281019 0.105686 -0.171698 -0.669333 -0.0020305 -0.00185542 -0.00203907 -0.0256459 0.52721 -0.0279829 -0.0739035 0.00185101 0.219439 -0.00513741 0.00117921 0.119287 0.000998132 0.0994319 -0.525644 -0.592631
internal_weight=0 219 117 85 102 103332 103298 103268 14601 61 14540 4819 88667 273 9721 88394 250 88367 65 82 60
internal_count=103551 219 117 85 102 103332 103298 103268 14601 61 14540 4819 88667 273 9721 88394 250 88367 65 82 60
cat_boundaries=0 1 7 8
cat_threshold=429 1097794 545817730 71370452 3254829056 67109904 144 1224
is_linear=0
shrinkage=0.01


Tree=839
num_leaves=43
num_cat=6
split_feature=2 24 1 1 1 25 17 15 24 25 6 5 13 5 1 14 10 2 2 1 24 5 1 26 18 6 14 2 13 5 1 2 24 1 26 6 9 9 2 2 1 13
split_gain=166712 336178 249874 199033 179569 89363.4 130253 492026 161542 202029 212771 180372 110919 524605 107815 250662 300456 136426 114148 82947.3 115531 100977 80304.3 269397 79614.3 77026.7 75988.5 66853.9 64095 56808.2 171755 100356 52297.2 30272.9 27713.5 26158.7 13430 13025.4 9835.29 18134.5 9668.18 5804.02
threshold=749.57248000000016 0 233.37814 26.032500000000002 315.7462000000001 1 527.79000000000008 238.80500000000004 2 3 543.52500000000009 678.89998000000014 278.25000000000006 234.22 38.038500000000006 455.5750000000001 426.12125000000009 383.96180000000004 52.962600000000009 438.42500000000007 4 4.5710000000000006 383.83325000000008 2022.5000000000002 819.02500000000009 13.506000000000002 1092.2134000000003 8.3370000000000015 303.39610000000005 287.60700000000003 40.059500000000007 57.868500000000004 5 99.163200000000018 2022.5000000000002 10.405024000000003 6.0435000000000008 2.8222380000000005 883.10000000000014 1439.8675000000001 756.19086000000004 26.520759000000002
decision_type=2 1 2 2 2 9 2 2 1 9 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 2 2 2 2 2 2 2
left_child=5 2 3 34 38 6 8 41 9 10 11 -1 19 28 17 16 -16 18 -10 22 21 27 24 -24 26 -19 -7 -21 -14 31 -31 -11 35 -12 -2 -30 -34 40 -3 -40 -22 -8
right_child=1 4 -4 -5 -6 12 7 -9 14 29 33 -13 13 -15 15 -17 -18 25 -20 20 37 -23 23 -25 -26 -27 -28 -29 32 30 -32 -33 36 -35 -36 -37 -38 -39 39 -41 -42 -43
leaf_value=-0.15917586990295307 -0.16274799728393555 -0.33952419562773273 0.86675690382719039 -1.042339406490326 -1.5771909512877467 0.0013598507129748824 -0.13193424463272094 1.5587328411142032 -0.0085253732360073015 -0.023149623974749633 -0.61060592402582592 0.6652337830154984 0.48536307175954185 1.4747230075967723 0.035223068751177741 1.2045299367904663 0.88095722645521168 0.21839636147022248 -0.16664127254610261 0.084011017982776354 -0.26724420106088792 -0.50730273065359699 -0.34752989998570194 1.0293355995814006 0.60315695513378498 0.94487794303894046 0.57622745223667315 0.74516264800727372 0.083759678964873394 -0.22898555793762207 1.0143127341270448 -0.28636024463650406 -0.22765653546012585 -1.1425697977542877 0.26167857497557995 0.48663655841350556 0.025231119309152877 -0.6027033456889066 -0.72865321662690907 -0.37378101289272309 -0.4518597110198892 -0.37284968805313112
leaf_weight=1554 25 22 32 20 20 86359 20 24 9358 3560 23 27 30 29 927 20 44 54 480 65 74 23 27 30 22 20 23 20 83 25 20 151 84 20 40 20 28 22 36 24 46 20
leaf_count=1554 25 22 32 20 20 86359 20 24 9358 3560 23 27 30 29 927 20 44 54 480 65 74 23 27 30 22 20 23 20 83 25 20 151 84 20 40 20 28 22 36 24 46 20
internal_value=0 -0.278209 0.104629 -0.169981 -0.662639 -0.0020102 -0.0234544 0.42678 -0.0252384 -0.0700157 -0.16297 -0.145097 0.00202225 0.202905 -0.0030764 0.0963718 0.0735468 -0.0130223 -0.0162399 0.00138771 -0.1805 0.073695 0.00191363 0.377136 0.0016661 0.414743 0.00151291 0.239576 0.0523633 -0.0294985 0.323591 -0.0338596 -0.00805532 -0.858031 0.0984376 0.147653 -0.150956 -0.354086 -0.520388 -0.586704 -0.338013 -0.252392
internal_weight=0 219 117 85 102 103332 16347 64 16283 5380 1624 1581 86985 274 10903 991 971 9912 9838 86711 250 108 86461 57 86404 74 86382 85 245 3756 45 3711 215 43 65 103 112 142 82 60 120 40
internal_count=103551 219 117 85 102 103332 16347 64 16283 5380 1624 1581 86985 274 10903 991 971 9912 9838 86711 250 108 86461 57 86404 74 86382 85 245 3756 45 3711 215 43 65 103 112 142 82 60 120 40
cat_boundaries=0 1 7 8 13 14 15
cat_threshold=429 1097730 747146402 2218853076 3254779904 67109904 144 1224 1081344 536903680 0 33554432 16 241 1676
is_linear=0
shrinkage=0.01


Tree=840
num_leaves=22
num_cat=0
split_feature=10 4 0 13 5 5 3 16 14 1 17 8 6 5 3 0 6 5 10 15 4
split_gain=154864 239008 1.6637e+06 235677 444090 104255 112770 123988 125530 626191 126115 85179 83930.7 47932.2 62560.4 46808.9 22490.8 53029.9 19269.4 2225.95 644.111
threshold=619.25400000000013 891.77550000000008 316.39255000000009 326.59750000000003 370.38000000000005 1083.8250000000003 1449.0631000000001 925.3130000000001 678.01075000000003 28.772400000000001 360.51000000000005 334.76100000000002 264.52500000000003 107.74675000000001 3.2712500000000007 26.339000000000002 52.247500000000009 1449.0631000000001 1098.7459000000001 7.9521200000000016 1468.3681000000001
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 5 12 4 11 6 7 8 10 -10 -1 13 15 14 18 20 17 -7 -2 -9 -3
right_child=3 2 -4 -5 -6 16 -8 19 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0022436205716248126 -0.14405600662085605 0.16304092143972715 2.93945415280082 -1.0637290072441101 1.2325119488579888 -0.53813317914162917 0.50253702523973254 -0.44873944716794151 -0.050805791459585498 1.9378848028182984 -0.23582420456636649 -0.91273272014799578 -0.63207706542242148 -0.64659862691705883 0.31429283181826273 -0.35018005053202311 -0.6183820533752441 0.056783825446819439 -0.46844802061716712 -0.58686823248863218 0.22484097700852615
leaf_weight=102806 47 48 22 32 21 31 45 28 76 20 223 21 21 22 24 21 23 29 30 20 26
leaf_count=102806 47 48 22 32 21 31 45 28 76 20 223 21 21 22 24 21 23 29 30 20 26
internal_value=0 0.00231761 0.418206 -0.278326 -0.126005 0.00176203 0.0020469 0.00182861 0.00206512 0.363505 0.00172834 -0.324122 -0.0599618 -0.223628 -0.131495 0.0665058 -0.352508 -0.25059 -0.270443 -0.506293 0.184754
internal_weight=0 103439 138 197 165 103301 103218 103173 103125 96 103029 144 116 123 101 95 83 60 77 48 74
internal_count=103636 103439 138 197 165 103301 103218 103173 103125 96 103029 144 116 123 101 95 83 60 77 48 74
is_linear=0
shrinkage=0.01


Tree=841
num_leaves=28
num_cat=0
split_feature=4 0 11 14 18 2 0 2 14 6 6 5 11 2 8 9 0 6 0 2 18 18 14 0 26 0 11
split_gain=141195 1.22647e+06 151951 193682 90417.4 158864 127151 295656 110271 205740 109367 100070 89245.6 221361 87456.4 71043.3 105523 70166 67750.7 49157.7 48191.5 46080.9 34157.2 33986.7 10241.3 1401.46 206.914
threshold=891.77550000000008 316.39255000000009 675.38900000000001 162.70456050000004 151.03750000000005 512.13625000000013 883.10000000000014 272.24748000000005 678.01075000000003 53.105500000000006 152.16750000000005 254.50300000000001 426.67500000000007 101.31180000000002 1117.4100000000001 5.8604000000000012 28.148500000000002 8.0827500000000025 234.07000000000002 8.0915000000000017 1129.6950200000003 382.59200000000004 1092.2134000000003 6.0237500000000006 2022.5000000000002 1077.3535000000002 912.00000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 4 15 6 10 8 19 12 22 11 20 14 -14 -1 16 26 23 21 25 -6 -12 -10 24 -2 -8 -4
right_child=1 -3 3 -5 5 -7 7 -9 9 -11 18 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0016123877119464715 0.30670661158561707 2.2827168912153977 -0.15918477449686297 -1.2084921124435608 -0.091407521092961005 -0.97733166285923545 0.13925131210914024 1.3922851344517297 -0.10353419463885459 1.2495273160934448 -0.48144319052807988 0.5941177713871002 0.033667916090172882 0.92860318319665058 -0.38028578344980879 0.20427038603358799 -0.96213187074661255 -0.49417607111089368 -0.89791295806998794 -0.30493932475214419 0.39919466677166171 0.13044505518674851 0.36685014211214506 -0.32309512615203856 0.053249231549826533 0.22326697769619169 -0.12476460707187652
leaf_weight=102315 25 26 31 21 430 21 26 21 38 20 32 24 119 36 60 36 20 34 23 23 21 20 26 20 44 84 40
leaf_count=102315 25 26 31 21 430 21 26 21 38 20 32 24 119 36 60 36 20 34 23 23 21 20 26 20 44 84 40
internal_value=0 0.309378 0.0013234 -0.318869 0.00178198 -0.123707 0.00247922 0.289606 0.00204831 0.364218 -0.0911138 -0.0350807 0.00175159 0.241524 0.00138856 -0.171765 -0.320527 -0.10775 -0.44599 0.115499 -0.0685635 -0.246102 0.0875594 0.0398734 0.145082 0.203409 -0.139793
internal_weight=0 149 103487 148 103339 571 102768 154 102614 84 550 475 102530 155 102375 127 91 123 75 133 451 52 64 89 69 110 71
internal_count=103636 149 103487 148 103339 571 102768 154 102614 84 550 475 102530 155 102375 127 91 123 75 133 451 52 64 89 69 110 71
is_linear=0
shrinkage=0.01


Tree=842
num_leaves=24
num_cat=0
split_feature=4 2 18 2 6 3 5 18 2 16 14 4 8 8 6 4 18 13 19 4 26 18 16
split_gain=138385 822384 119492 238740 118454 113297 99372.5 82562.5 132012 76307.7 80005.2 217348 120653 71553 73340.2 67634.8 43830.1 36416.5 26565.3 25152.4 19967.8 3988.09 3365.45
threshold=891.77550000000008 364.96250000000003 151.03750000000005 542.8678000000001 152.16750000000005 1449.0631000000001 234.22 132.16500000000005 41.76100000000001 819.02500000000009 678.01075000000003 9.1010570000000026 1117.4100000000001 145.75200000000004 8.0827500000000025 208.21944900000003 1129.6950200000003 303.39610000000005 75.343920000000011 1085.2750000000003 2022.5000000000002 140.70229500000002 1107.6734000000001
decision_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 13 5 4 6 7 16 9 21 10 12 -12 -1 14 19 18 17 -4 -6 -2 -21 -9 -11
right_child=1 -3 3 -5 15 -7 -8 8 -10 22 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0018903272412705086 -0.27705050292469208 2.0912706656889481 -0.1163525796923332 -1.0972314933776857 -0.096791028599772191 0.49829396869825282 0.57504846458435066 -0.042934469580650329 1.0072528679597945 -0.27933439882955069 0.61652367036669486 -0.521698696716972 -0.41947473610148711 0.5460955448150635 -0.63535479091462632 -0.88468365218639378 0.3629160822521556 0.29256653078224348 -0.55134474134445188 0.31034522771835327 -0.041237217494419644 0.13707454785704612 -0.43204617254195676
leaf_weight=102571 21 22 410 25 36 46 25 20 21 27 62 23 68 20 21 25 22 23 20 30 35 32 31
leaf_count=102571 21 22 410 25 36 46 25 20 21 27 62 23 68 20 21 25 22 23 20 30 35 32 31
internal_value=0 0.306285 0.00131017 -0.141083 -0.0984735 0.00212107 -0.0387816 0.00189916 0.338082 0.00166039 0.00186513 0.308534 0.00161117 -0.00292556 -0.105546 -0.452203 -0.0725085 -0.0946317 -0.259132 0.0238255 0.121032 0.0678403 -0.360956
internal_weight=0 149 103487 586 561 102901 480 102855 73 102782 102724 85 102639 127 107 81 455 433 56 86 65 52 58
internal_count=103636 149 103487 586 561 102901 480 102855 73 102782 102724 85 102639 127 107 81 455 433 56 86 65 52 58
is_linear=0
shrinkage=0.01


Tree=843
num_leaves=26
num_cat=0
split_feature=10 14 5 4 0 8 5 14 1 17 4 10 1 26 0 7 5 2 26 15 5 10 9 5 14
split_gain=151479 233104 437470 227624 1.5985e+06 121699 101876 96802.4 626930 132500 150889 132647 524383 91596.8 80604.7 80487.3 70662.9 75813.8 63697.6 53265 48155.7 46374.8 18810.6 10282.9 9830.19
threshold=619.25400000000013 340.66206000000005 392.81250000000006 891.77550000000008 316.39255000000009 334.76100000000002 1083.8250000000003 678.01075000000003 39.3980915 360.51000000000005 216.15000000000003 426.12125000000009 252.70150000000004 2022.5000000000002 1438.4900000000002 1.3929045000000002 198.78000000000003 85.961250000000021 2022.5000000000002 121.015 107.74675000000001 1098.7459000000001 8.0632500000000018 1449.0631000000001 920.44288200000017
decision_type=2 2 2 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 6 16 20 7 9 15 11 19 14 -13 -8 -1 24 17 18 -5 -11 21 22 -2 -15 -9
right_child=1 -3 -4 4 -6 -7 13 8 -10 10 -12 12 -14 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0015963966620861595 -0.08268335119802124 -1.2711386333193098 1.1980055309477307 -0.37770765350710961 2.8794746249372309 -1.0112665234441343 0.12993634082652905 -0.14809414606827956 1.8961239194869997 -0.23296093246340754 -1.006786635440329 0.070675034375102433 1.805710213661194 -0.7146645770754132 0.40320308218002321 0.41220542016236678 0.43571685127590015 -0.7288044514656068 0.2199017601921445 0.16977519176355224 -0.62820111393928524 -0.40861336072285975 0.28124262565374375 -0.44364866801670622 -0.41375504525502521
leaf_weight=102685 49 21 21 31 22 23 27 26 20 165 23 135 20 28 50 23 23 20 42 41 24 39 20 28 30
leaf_count=102685 49 21 21 31 22 23 27 26 20 165 23 135 20 28 50 23 23 20 42 41 24 39 20 28 30
internal_value=0 -0.275301 -0.15648 0.00225876 0.408122 -0.33999 0.00171657 0.00199818 0.314547 0.00169811 -0.238576 0.00223288 0.294551 -0.348488 0.00179185 -0.0858528 -0.0605833 -0.183324 -0.0338776 -0.152805 -0.223026 -0.132987 0.0228024 -0.579157 -0.290412
internal_weight=0 197 176 103439 138 155 103301 103218 99 103119 229 102890 155 83 102735 79 116 93 73 206 132 108 69 56 56
internal_count=103636 197 176 103439 138 155 103301 103218 99 103119 229 102890 155 83 102735 79 116 93 73 206 132 108 69 56 56
is_linear=0
shrinkage=0.01


Tree=844
num_leaves=25
num_cat=0
split_feature=10 13 5 4 0 5 14 1 0 8 11 6 7 10 1 0 7 1 7 6 5 10 4 14
split_gain=148465 231404 430616 223094 1.56669e+06 99848.3 94876.1 614454 91241.1 88399.2 86973 82407.9 78885.6 72839.9 60494.8 57185.8 84172 45180 41004 21807.9 51412.8 16193.6 13655.2 9634.57
threshold=619.25400000000013 326.59750000000003 370.38000000000005 891.77550000000008 316.39255000000009 1083.8250000000003 678.01075000000003 39.3980915 1438.4900000000002 1117.4100000000001 261.58250000000004 264.52500000000003 1.3929045000000002 426.12125000000009 6.6537000000000015 9.5985000000000014 10.187500000000002 23.813300000000002 91.344500000000025 52.247500000000009 1449.0631000000001 1098.7459000000001 1468.3681000000001 920.44288200000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 11 6 8 12 9 13 15 17 23 -1 -10 16 21 22 -11 20 -7 -2 -5 -8
right_child=1 -3 -4 4 -6 19 7 -9 14 18 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.001372581423890896 -0.043194090084483223 -1.0507989114150404 1.2161352688925606 -0.15988559224870469 2.8506799113750456 -0.52776905982725086 -0.14661318375514104 1.8771626281738281 0.15081119567155837 -0.5287416424958602 -0.8662388277053833 -0.62687883377075193 0.40808335314626276 0.21490429992228749 0.85189607071876527 0.28133756113052366 -0.88467075443267817 0.47470878555661161 0.013623046875000001 -0.60680897070013962 0.058006954521968447 -0.33361016973853114 0.11838051105367728 -0.4096174998084704
leaf_weight=102841 48 32 21 45 22 31 26 20 32 46 24 21 23 160 20 20 20 21 20 23 29 32 29 30
leaf_count=102841 48 32 21 45 22 31 26 20 32 46 24 21 23 160 20 20 20 21 20 23 29 32 29 30
internal_value=0 -0.272548 -0.121615 0.00223617 0.40404 0.0016994 0.00197819 0.311401 0.00168113 0.00146985 -0.316703 -0.0599775 -0.0849943 0.00170428 0.420459 -0.206796 -0.304423 0.0653376 -0.364389 -0.345003 -0.244644 -0.159361 -0.0508354 -0.287508
internal_weight=0 197 165 103439 138 103301 103218 99 103119 103067 144 116 79 103001 52 120 100 95 66 83 60 80 74 56
internal_count=103636 197 165 103439 138 103301 103218 99 103119 103067 144 116 79 103001 52 120 100 95 66 83 60 80 74 56
is_linear=0
shrinkage=0.01


Tree=845
num_leaves=15
num_cat=3
split_feature=25 11 22 1 12 2 25 12 24 2 7 26 26 0
split_gain=160261 108354 123519 76333.2 84283.5 81172.4 75783.5 370913 177524 91023.2 86059.5 47820.5 36020.1 9391.78
threshold=0 1439.8675000000001 524.87500000000011 1070.9310000000003 14.490725000000001 8.3370000000000015 1 1078.0535000000002 2 749.57248000000016 890.55300000000011 2022.5000000000002 2022.5000000000002 53.937500000000007
decision_type=9 2 2 2 2 2 9 2 1 2 2 2 2 2
left_child=12 2 3 6 5 13 7 8 -2 10 -8 -11 -1 -5
right_child=1 -3 -4 4 -6 -7 9 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.55150632116754172 0.070278491307216973 0.58216640963219113 -0.63095506406599478 -0.28312931903978672 0.32063573491573338 -0.85503161602550082 -0.0026865822206287751 1.2154417582658621 -0.0049951725636197177 -0.58681288089507666 0.42085486203432082 -0.11314402042551244 -0.21146668842344574 -0.018808135032653807
leaf_weight=59 4675 32 31 41 20 27 88915 26 9461 39 48 47 66 20
leaf_count=59 4675 32 31 41 20 27 88915 26 9461 39 48 47 66 20
internal_value=0 0.000358627 0.000178518 0.000367884 -0.265348 -0.398526 0.00064593 0.0221244 0.0199452 -0.00277209 -0.00245806 -0.327947 -0.344412 -0.196467
internal_weight=0 103382 103350 103319 108 88 103211 14162 14136 89049 88963 86 125 61
internal_count=103507 103382 103350 103319 108 88 103211 14162 14136 89049 88963 86 125 61
cat_boundaries=0 4 10 11
cat_threshold=0 0 0 131072 1073791872 541327360 594514 37859626 262178 1056 1035
is_linear=0
shrinkage=0.01


Tree=846
num_leaves=17
num_cat=2
split_feature=25 11 18 3 14 1 14 6 21 12 12 2 3 25 1 0
split_gain=157072 106197 96762.1 272608 149601 304992 148444 137680 97822.4 88708.4 123903 97429.4 170291 77073.3 61894.2 53656.7
threshold=0 1439.8675000000001 162.70456050000004 285.15000000000003 678.01075000000003 56.343250000000005 1092.2134000000003 483.06600000000009 344.61250000000007 1078.0535000000002 1392.9450000000004 883.10000000000014 414.53600000000012 1 87.303500000000014 252.70150000000004
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=-1 2 4 7 9 6 -6 8 15 11 -11 13 -13 -2 -5 -4
right_child=1 -3 3 14 5 -7 -8 -9 -10 10 -12 12 -14 -15 -16 -17
leaf_value=-0.34096827447414396 0.11475284206733133 0.57634471328929071 -0.087880545505999469 -0.47197268087755556 -0.23392333971957369 1.4611756079537528 0.70426472260401796 -0.83876221310008658 0.65472797751426703 0.88109197510613346 -0.117713099769924 -0.40567592765887578 0.59100121498107916 3.108322422366548e-05 -1.1992377395629883 0.318473352261952
leaf_weight=125 579 32 454 22 48 21 26 22 20 27 23 120 20 101908 25 35
leaf_count=125 579 32 454 22 48 21 26 22 20 27 23 120 20 101908 25 35
internal_value=0 0.000355104 0.000176796 -0.128847 0.00090244 0.39755 0.0957103 -0.0642362 -0.0307596 0.00053545 0.421642 0.000330286 -0.263293 0.000690403 -0.858816 -0.0587959
internal_weight=0 103382 103350 578 102772 95 74 531 509 102677 50 102627 140 102487 47 489
internal_count=103507 103382 103350 578 102772 95 74 531 509 102677 50 102627 140 102487 47 489
cat_boundaries=0 4 10
cat_threshold=0 0 0 131072 1073741824 536870912 4096 8 32 32
is_linear=0
shrinkage=0.01


Tree=847
num_leaves=19
num_cat=3
split_feature=25 11 18 6 14 5 24 5 14 16 25 12 6 6 10 11 26 14
split_gain=154177 104084 94836.7 259786 146624 283616 95133.3 111647 99118.7 88154.7 78609.6 175853 67948 64036.9 40355 35903.6 35303.3 326.017
threshold=0 1439.8675000000001 162.70456050000004 543.52500000000009 678.01075000000003 26.770100000000003 1 152.88900000000004 564.6037500000001 1107.6734000000001 2 334.36750000000012 160.46250000000003 53.833000000000006 4.4150000000000009 9.2480000000000029 2022.5000000000002 920.44288200000017
decision_type=9 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2
left_child=16 2 4 6 9 14 7 12 15 10 11 -2 -4 -12 17 -8 -1 -6
right_child=1 -3 3 -5 5 -7 8 -9 -10 -11 13 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.54258157041176402 -0.041697897017012729 0.57058124616742134 0.062104469892344902 -1.2473727169036866 0.16096559156071055 1.1978403876622519 -0.083626831321666636 0.66170538277461621 -0.85604187261490594 0.50963986256543325 0.00082612898101913992 0.7018639619741589 -0.55655930304527279 0.044094196122811298 -0.35137678778171544 -0.31783353047404023 -0.20594233122738925 0.21481127034062927
leaf_weight=59 5261 32 158 20 22 30 240 29 21 34 93800 32 20 3550 20 90 66 23
leaf_count=59 5261 32 158 20 22 30 240 29 21 34 93800 32 20 3550 20 90 66 23
internal_value=0 0.000351664 0.000175139 -0.127559 0.000893528 0.393575 -0.0874222 0.0823538 -0.184633 0.000530207 0.000361567 -0.0371324 -0.00740831 0.00240371 0.0223749 -0.147501 -0.337811 0.188487
internal_weight=0 103382 103350 578 102772 95 558 207 351 102677 102643 5293 178 97350 65 330 125 45
internal_count=103507 103382 103350 578 102772 95 558 207 351 102677 102643 5293 178 97350 65 330 125 45
cat_boundaries=0 4 5 10
cat_threshold=0 0 0 131072 1536 805306368 8388770 150995208 204472833 1611399168
is_linear=0
shrinkage=0.01


Tree=848
num_leaves=14
num_cat=2
split_feature=25 22 1 12 16 2 1 24 9 2 26 0 26
split_gain=151109 106546 75279.4 90239.5 81483.2 91531.8 92039.7 244412 83465.3 77318.6 34600.8 10166.8 4857.19
threshold=0 521.77697000000012 1070.9310000000003 29.542500000000004 1107.6734000000001 1439.8675000000001 542.71780000000012 1 407.55349999999999 8.3370000000000015 2022.5000000000002 53.937500000000007 2022.5000000000002
decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2
left_child=10 2 4 9 5 6 8 -8 -2 11 -1 12 -4
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.5371557664467117 0.00054009311774719519 0.51635379999876019 -0.40030975069318503 0.34445447205007079 0.48989242245169246 -0.4457102033366328 0.54282267772725656 -0.061156298765975441 -0.14473707256899673 -0.84555300949900247 -0.20388291257800478 -0.018834097862243653 -0.18523078373500279
leaf_weight=59 102486 40 21 20 34 46 102 168 397 27 66 20 21
leaf_count=59 102486 40 21 20 34 46 102 168 397 27 66 20 21
internal_value=0 0.000348147 0.000148454 -0.262513 0.000425788 0.000264528 0.000463406 0.184853 -2.04955e-05 -0.39891 -0.334433 -0.204404 -0.29277
internal_weight=0 103382 103342 109 103233 103199 103153 270 102883 89 125 62 42
internal_count=103507 103382 103342 109 103233 103199 103153 270 102883 89 125 62 42
cat_boundaries=0 4 5
cat_threshold=0 0 0 131072 1302
is_linear=0
shrinkage=0.01


Tree=849
num_leaves=15
num_cat=1
split_feature=25 22 1 3 2 16 2 1 3 9 26 0 1 3
split_gain=148102 104425 73781.6 109006 81779.6 79861.6 89710.5 90384 246949 81804.4 33912.2 18280.6 4368.04 1680.81
threshold=0 521.77697000000012 1070.9310000000003 335.00670000000008 8.3370000000000015 1107.6734000000001 1439.8675000000001 542.71780000000012 603.67000000000019 407.55349999999999 2022.5000000000002 9.2096700000000027 1439.8675000000001 6.6572445000000009
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 5 4 11 6 7 9 -9 -2 -1 12 -4 -8
right_child=1 -3 3 -5 -6 -7 13 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.53178420868970588 0.00053469197944988384 0.51119025921821593 -0.2515726385945859 0.40721446049958465 -0.9086578002075355 0.48499351753908043 -0.4942692674123324 0.088720313276701823 1.1514242923259734 -0.14328970204672828 -0.20184407945835228 0.0088525702736594464 -0.45364117622375488 -0.37233208537101747
leaf_weight=59 102486 40 23 20 24 34 26 246 24 397 66 22 20 20
leaf_count=59 102486 40 23 20 24 34 26 246 24 397 66 22 20 20
internal_value=0 0.000345131 0.000147435 -0.259887 -0.409798 0.000421996 0.000262349 0.000459238 0.183183 -2.02907e-05 -0.331089 -0.225604 -0.345558 -0.441253
internal_weight=0 103382 103342 109 89 103233 103199 103153 270 102883 125 65 43 46
internal_count=103507 103382 103342 109 89 103233 103199 103153 270 102883 125 65 43 46
cat_boundaries=0 4
cat_threshold=0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=850
num_leaves=28
num_cat=1
split_feature=2 18 16 4 7 7 10 9 9 4 10 16 2 10 7 7 0 24 2 8 10 2 5 5 5 2 10
split_gain=174381 405997 627526 158005 295026 285919 264030 90057.3 253062 138755 101262 188506 229061 178674 84871.2 144154 142999 84110.4 86739.8 83858.4 97529.6 251836 100796 114227 43037.5 41543.7 1348.74
threshold=542.8678000000001 64.69250000000001 33.629500000000007 393.90000000000003 27.624000000000006 228.79300000000003 5.7980000000000018 407.55349999999999 384.29599999999999 606.76150000000018 119.05650000000001 257.8925000000001 174.76450000000003 451.48500000000007 394.58800000000002 165.94800000000004 34.440508500000007 0 658.86750000000018 1468.3681000000001 901.21050000000014 13.557500000000001 1083.8250000000003 552.55750000000012 1449.0631000000001 658.86750000000018 1098.7459000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 17 -5 -6 8 19 10 14 12 13 -12 15 16 -9 18 -2 20 22 26 23 -1 -24 -19 -22
right_child=1 -3 -4 5 6 -7 -8 9 -10 -11 11 -13 -14 -15 -16 -17 -18 25 -20 -21 21 -23 24 -25 -26 -27 -28
leaf_value=0.0013440462493936487 -0.51183088745389671 -1.3295882838567099 1.6025619616508484 0.053130511999130249 1.2306199059662997 -1.6175317069462367 -0.24519429305653004 -0.097772604326407109 0.89106554906815294 -0.86729051833748816 0.59198838155640632 1.0309834146499635 -0.883256512482961 -0.44692352962493898 -0.83104904866218565 0.63920027098485399 -0.70016731910705576 -0.18721284279227257 0.14284954706283465 -0.55558182221871844 0.091061024665832518 1.3227641105651855 -0.61114116204751501 0.25417871794887092 -0.11829368114471436 -0.56853035698062737 -0.0099440791056706352
leaf_weight=102476 28 30 20 20 27 21 22 186 32 25 49 20 24 25 20 21 50 40 73 27 20 20 37 179 34 100 39
leaf_count=102476 28 30 20 20 27 21 22 186 32 25 49 20 24 25 20 21 50 40 73 27 20 20 37 179 34 100 39
internal_value=0 -0.213003 -0.117569 -0.221504 -0.139353 -0.802575 0.568009 0.00132818 0.00192486 -0.144805 -0.0990785 0.146236 -0.0343246 0.241005 -0.203581 -0.15475 -0.225399 -0.283173 -0.0351644 0.00164817 0.00179451 0.353021 0.00152441 0.00178492 -0.37513 -0.428944 0.0242949
internal_weight=0 381 351 331 290 41 49 103284 102864 420 395 118 98 74 277 257 236 241 101 102832 102805 79 102726 102655 71 140 59
internal_count=103665 381 351 331 290 41 49 103284 102864 420 395 118 98 74 277 257 236 241 101 102832 102805 79 102726 102655 71 140 59
cat_boundaries=0 1
cat_threshold=464
is_linear=0
shrinkage=0.01


Tree=851
num_leaves=22
num_cat=0
split_feature=2 18 16 12 8 0 1 22 2 10 9 9 9 19 8 2 12 11 8 8 8
split_gain=170910 397917 615039 153196 137128 92066.1 147103 88897.5 86323.6 82605.1 154492 88010.4 261617 104957 274850 95738.4 113225 137558 87039.2 80229.9 78876.8
threshold=542.8678000000001 64.69250000000001 33.629500000000007 44.644500000000001 427.52750000000009 16.923276000000005 198.54500000000004 524.87500000000011 883.10000000000014 1098.7459000000001 86.815500000000014 407.55349999999999 384.29599999999999 373.75800000000004 166.61000000000004 198.78000000000003 209.81750000000002 354.32250000000005 157.50375000000003 210.25500000000002 796.15000000000009
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 5 8 -7 9 -2 11 -11 12 13 20 -15 16 18 -18 -13 -17 -1
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 -12 15 -14 14 -16 19 17 -19 -20 -21 -22
leaf_value=0.0014972385870648645 -0.049803328310047183 -1.3162923866907756 1.5865363574028015 0.40634761389664242 0.48561933789934431 -0.98382790915820073 -0.15477851516322086 -0.55227068440667515 -0.48555278193253976 0.017864847415831032 1.089906328201294 -0.068150374711801617 0.93554080998897549 0.08773720256636075 1.3648893224000933 -0.19600181283621954 -0.073480028173575795 0.99718012237548836 -0.47115174561307049 -0.98687519819840153 -0.26521824260980631
leaf_weight=102515 111 30 20 35 21 49 38 29 77 41 20 240 30 107 20 29 30 20 69 23 111
leaf_count=102515 111 30 20 35 21 49 38 29 77 41 20 240 30 107 20 29 30 20 69 23 111
internal_value=0 -0.210873 -0.116393 -0.219289 -0.293266 -0.352745 -0.621714 0.0013149 -0.228275 0.00147038 0.369354 0.00125292 0.0018369 0.00156429 0.288864 -0.14479 -0.0867029 0.354784 -0.158141 -0.545811 0.00120876
internal_weight=0 381 351 331 296 275 87 103284 188 103255 61 103194 102783 102753 127 411 359 50 309 52 102626
internal_count=103665 381 351 331 296 275 87 103284 188 103255 61 103194 102783 102753 127 411 359 50 309 52 102626
is_linear=0
shrinkage=0.01


Tree=852
num_leaves=29
num_cat=5
split_feature=2 18 16 3 24 7 7 0 22 1 14 25 2 2 5 24 0 0 5 5 25 0 3 24 0 7 26 1
split_gain=167509 389999 602799 278524 170352 484281 179833 143385 87128.4 67963.7 230402 230153 345356 334350 164419 138012 184577 156963 113798 352534 86495.4 249337 212304 166883 137455 74343.3 121135 16547.9
threshold=542.8678000000001 64.69250000000001 33.629500000000007 670.0675 0 40.107500000000009 221.43500000000003 16.923276000000005 524.87500000000011 32.433910000000004 678.01075000000003 1 101.31180000000002 156.31250000000003 392.81250000000006 2 58.083000000000006 252.70150000000004 616.44275000000005 678.89998000000014 3 1077.3535000000002 1449.0631000000001 4 1438.4900000000002 13.016250000000001 2022.5000000000002 285.35875000000004
decision_type=2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 9 2 2 1 2 2 2 2
left_child=8 2 3 4 5 7 27 -2 9 18 11 12 14 -14 -11 16 -13 -17 20 -20 21 23 24 -1 -22 26 -21 -6
right_child=1 -3 -4 -5 6 -7 -8 -9 -10 10 -12 15 13 -15 -16 17 -18 -19 19 25 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.11363490332721914 -0.099767378691583877 -1.3031294803619387 1.5706710124015808 0.79776807823181162 -0.34256706195473668 1.2135479069558475 -1.305273838043213 -0.95458299636840827 -0.54674798192649054 0.069040462323907661 0.97234177516056952 0.024442303349158354 1.3625783152358477 0.3127347882974495 0.9874792242050171 -0.013302705314313082 0.27351650001610667 -0.27004792587453269 1.5060726234912871 -0.5441952237215909 -0.0034114435920318256 1.0771257383927055 1.0019853873479934 -0.0058006118547225824 -0.79394695281982419 0.492257128579276 0.17856149673461916 -0.62925147811571758
leaf_weight=1737 80 30 20 25 125 26 25 26 29 767 26 1455 43 103 20 3409 374 256 20 33 91287 23 21 3546 22 35 78 24
leaf_count=1737 80 30 20 25 125 26 25 26 29 767 26 1455 43 103 20 3409 374 256 20 33 91287 23 21 3546 22 35 78 24
internal_value=0 -0.208765 -0.115229 -0.217096 -0.30001 -0.00879086 -0.492145 -0.309439 0.00130175 0.00145568 0.0328784 0.0290779 0.173389 0.621935 0.0923807 0.00424737 0.074964 -0.0311513 -0.000639023 0.260963 -0.0010884 0.038124 -0.00337033 0.0336728 -0.00360192 0.0903997 -0.0363121 -0.388744
internal_weight=0 381 351 331 306 132 174 106 103284 103255 6453 6427 933 146 787 5494 1829 3665 96802 166 96636 5306 91330 5283 91309 146 111 149
internal_count=103665 381 351 331 306 132 174 106 103284 103255 6453 6427 933 146 787 5494 1829 3665 96802 166 96636 5306 91330 5283 91309 146 111 149
cat_boundaries=0 1 7 8 14 15
cat_threshold=737 2097152 16 520 2097154 276824128 4096 788 1074790400 2696986624 4112 341018890 1611153442 1056 1112
is_linear=0
shrinkage=0.01


Tree=853
num_leaves=24
num_cat=0
split_feature=2 10 8 6 12 3 6 0 9 9 3 15 15 2 6 8 10 2 19 11 26 10 9
split_gain=164176 275871 463999 407351 431215 366341 330045 186380 86999 242419 147329 138150 118118 118053 105024 81390.6 94282.7 244985 77410.5 62132.4 51874.4 79665.6 21145.7
threshold=542.8678000000001 485.19100000000009 198.35000000000005 200.23362600000004 26.612500000000001 414.53600000000012 81.739500000000007 367.42525000000006 407.55349999999999 384.29599999999999 252.32950000000002 124.33250000000002 341.75500000000005 297.32750000000004 1424.6500000000003 1468.3681000000001 901.21050000000014 13.557500000000001 91.334000000000017 12.926000000000002 2022.5000000000002 177.46054150000003 523.54700000000014
decision_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=8 2 3 4 5 7 -4 -2 9 14 11 13 -13 20 15 16 18 -18 -1 -12 22 -22 -10
right_child=1 -3 6 -5 -6 -7 -8 -9 10 -11 19 12 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.0006286248007186685 -0.29084404794573787 -1.181015640894572 -0.28323495721817021 -1.3151838465297923 1.2592867345809937 0.93449986913929817 1.3447589406100187 -1.2234595870971681 -0.053615693818955194 0.87211851485073566 -0.26321261060237883 1.00974500647613 -0.050885304042271207 -0.8748712313175202 0.56565458052086104 -0.54754600277653442 0.022674812058270991 1.3033587732315064 0.11324928964670226 -0.85906662096296038 -0.24098279656275459 0.21275650819649503 0.34997707061907823
leaf_weight=102079 200 27 20 34 20 23 33 24 21 32 35 21 21 20 33 27 59 20 614 35 184 49 34
leaf_count=102079 200 27 20 34 20 23 33 24 21 32 35 21 21 20 33 27 59 20 614 35 184 49 34
internal_value=0 -0.206677 -0.132363 -0.284282 -0.153006 -0.267362 0.730422 -0.390767 0.00128884 0.00187529 -0.142342 -0.0585824 0.47943 -0.131948 0.00160448 0.00142342 0.00156764 0.346899 0.00130198 -0.56114 -0.0803558 -0.145561 0.195878
internal_weight=0 381 354 301 267 247 53 224 103284 102864 420 350 42 308 102832 102799 102772 79 102693 70 288 233 55
internal_count=103665 381 354 301 267 247 53 224 103284 102864 420 350 42 308 102832 102799 102772 79 102693 70 288 233 55
is_linear=0
shrinkage=0.01


Tree=854
num_leaves=25
num_cat=2
split_feature=2 18 16 3 24 7 7 9 9 3 15 15 2 6 8 10 2 5 2 24 1 5 1 6
split_gain=160909 381481 588418 270299 166759 471258 176514 85267.7 237595 144397 135401 115768 115704 102934 79770.9 92406.5 240109 99033.1 65591 60917.1 87554.8 79788.8 54477.2 30067.2
threshold=542.8678000000001 64.69250000000001 33.629500000000007 670.0675 0 40.107500000000009 221.43500000000003 407.55349999999999 384.29599999999999 252.32950000000002 124.33250000000002 341.75500000000005 297.32750000000004 1424.6500000000003 1468.3681000000001 901.21050000000014 13.557500000000001 1083.8250000000003 749.57248000000016 1 210.63000000000002 26.419632000000004 44.630000000000003 126.081
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=7 2 3 4 5 18 23 8 13 10 12 -12 19 14 15 17 -17 -1 -2 21 -21 -9 -11 -6
right_child=1 -3 -4 -5 6 -7 -8 9 -10 22 11 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0015472649589348846 0.0040044098879609795 -1.2869577502409617 1.5535653805732728 0.78702009620666502 -0.32596859809964202 1.1993059123020906 -1.2899339370727541 -0.12500706827842895 0.86339727289974688 -0.24262512372386069 0.9996475693725404 -0.050376456124441964 -0.86612249684333809 0.5599980456901319 -0.54207053890934698 0.022448049965551341 1.2903251972198486 -0.37205654909912972 -0.50457691355608403 -0.040901941957883541 0.6458654798780169 -0.76170544184171241 -0.80424606421054934 -0.74267461204528817
leaf_weight=102622 42 30 20 25 129 26 25 81 32 31 21 21 20 33 27 59 20 71 64 160 21 26 39 20
leaf_count=102622 42 30 20 25 129 26 25 81 32 31 21 21 20 33 27 59 20 71 64 160 21 26 39 20
internal_value=0 -0.20461 -0.112102 -0.212746 -0.294427 -0.00663932 -0.484521 0.00127595 0.00185654 -0.140919 -0.0579966 0.474636 -0.130628 0.00158844 0.00140918 0.00155196 0.34343 0.00128896 -0.303064 -0.0795523 0.036748 -0.255811 -0.555528 -0.381902
internal_weight=0 381 351 331 306 132 174 103284 102864 420 350 42 308 102832 102799 102772 79 102693 106 288 181 107 70 149
internal_count=103665 381 351 331 306 132 174 103284 102864 420 350 42 308 102832 102799 102772 79 102693 106 288 181 107 70 149
cat_boundaries=0 1 2
cat_threshold=737 837
is_linear=0
shrinkage=0.01


Tree=855
num_leaves=23
num_cat=1
split_feature=3 6 11 8 5 11 7 2 16 16 7 25 14 12 10 5 14 1 15 14 6 7
split_gain=137738 130635 678763 350969 376404 132150 237009 186160 137163 130038 108512 364310 169795 94205.8 92830.6 105494 80794 137504 55568.9 46986.2 35160.2 33634.7
threshold=1449.0631000000001 606.07650000000001 487.6375000000001 380.13250000000005 448.18200000000007 522.5150000000001 213.13470000000004 165.38000000000002 371.63775000000004 336.36115000000007 138.14056700000003 0 808.55215250000015 59.898000000000003 255.92650000000003 234.22 21.649500000000003 31.604000000000003 2.3360000000000003 52.647750000000009 41.391000000000005 111.65720550000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 16 8 7 19 9 10 12 -12 -1 -8 15 21 17 -3 -11 20 -7 -10
right_child=-2 2 -4 -5 -6 6 13 -9 14 18 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0019175678081492095 -0.52101718098509542 -0.17221766249636025 1.9913060531616211 -1.0229950858996464 1.5136164393424989 -0.16751910063858128 -1.294618607396665 0.85028496667742726 -0.17415038314295112 0.24515890792012215 0.26855385173290397 -0.041292626141733735 -0.55769274382157763 -0.46596547316102427 -0.69909209139040995 0.53499990177154544 0.67922200298309321 0.42260523463998523 0.90592564380168916 -0.53035156905651093 0.27326388651674444 -0.55554804699288474
leaf_weight=101053 51 127 20 26 20 102 23 20 161 35 617 960 55 34 37 20 20 56 20 30 22 27
leaf_count=101053 51 127 20 26 20 102 23 20 161 35 617 960 55 34 37 20 20 56 20 30 22 27
internal_value=0 -0.00120157 0.218882 0.0765187 0.204713 -0.00177515 -0.240689 -0.0573563 -0.00123926 -0.000675692 -0.000936063 0.0813757 -0.00221989 -0.800334 -0.237569 -0.155471 0.0757571 0.00980464 0.485438 -0.175232 -0.0893157 -0.228926
internal_weight=0 103485 269 249 223 103216 231 174 102985 102740 102685 1577 101108 57 245 208 203 183 55 154 124 188
internal_count=103536 103485 269 249 223 103216 231 174 102985 102740 102685 1577 101108 57 245 208 203 183 55 154 124 188
cat_boundaries=0 5
cat_threshold=1164288 147456 520 0 8196
is_linear=0
shrinkage=0.01


Tree=856
num_leaves=19
num_cat=0
split_feature=3 0 17 14 9 4 2 16 0 17 11 3 16 4 4 10 10 13
split_gain=134997 126806 1.33147e+06 219695 311844 193458 188902 146298 105736 90580.7 84345.9 68413.3 372762 99594.4 50804.7 40745.1 53824.4 25657
threshold=1449.0631000000001 507.82280000000009 295.45750000000004 277.26500000000004 319.79062500000009 521.79500000000019 512.13625000000013 461.07500000000005 181.65750000000006 922.56788200000017 1439.8675000000001 76.987500000000011 336.36115000000007 1468.3681000000001 6.6462500000000011 307.63250000000005 9.2185000000000006 11.403500000000003
decision_type=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 6 -3 9 15 10 11 13 -13 -1 -2 16 17 -9
right_child=14 2 -4 -5 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.0027680267649667629 -0.25173901017506917 0.016417906115000897 2.6874908552169803 -0.97407446932792674 1.0477703475952149 -0.91252610660734634 0.95182060946588931 -0.13790028851479291 -0.89026808700561522 -0.51750446151284613 -0.57076190824692064 0.03408034392660661 1.192913852419172 0.57349710337320969 -0.8930470566522507 -0.58808524250984195 0.29462582132816317 -0.50864032114545499
leaf_weight=99506 30 352 20 20 32 21 23 84 25 34 26 3213 28 30 21 22 25 24
leaf_count=99506 30 352 20 20 32 21 23 84 25 34 26 3213 28 30 21 22 25 24
internal_value=0 -0.00118934 0.163045 0.0503462 0.0982163 0.0214847 0.0737893 -0.00193544 -0.286777 -0.00143687 -0.00126619 -0.00112212 0.0440919 -0.00259434 -0.515807 -0.18944 -0.123499 -0.220287
internal_weight=0 103485 468 448 428 396 375 103017 180 102837 102803 102777 3241 99536 51 155 133 108
internal_count=103536 103485 468 448 428 396 375 103017 180 102837 102803 102777 3241 99536 51 155 133 108
is_linear=0
shrinkage=0.01


Tree=857
num_leaves=20
num_cat=0
split_feature=3 0 17 14 9 1 1 2 8 4 16 17 14 14 4 13 8 16 8
split_gain=132311 124283 1.30497e+06 215323 305639 232289 252488 246235 154363 237780 133980 96298.3 73375.8 95345 49793.7 46662.3 32859.7 17250.2 1094.05
threshold=1449.0631000000001 507.82280000000009 295.45750000000004 277.26500000000004 319.79062500000009 11.555000000000001 511.45025000000004 252.70150000000004 901.21050000000014 229.75969200000003 819.02500000000009 922.56788200000017 1092.2134000000003 678.01075000000003 6.6462500000000011 44.815000000000005 1468.3681000000001 1107.6734000000001 1117.4100000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 7 -7 -3 10 16 11 12 13 -1 -2 17 18 -12 -10
right_child=14 2 -4 -5 -6 6 -8 -9 9 -11 15 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0011139586303037295 -0.24922158845265707 0.11689088337156507 2.6606159501075748 -0.96433372998237621 1.0372926384210586 -0.55366583527259106 0.34035978158315028 1.2747394905090332 -0.43359146683112437 0.55436155137561616 -0.08559236313104629 -0.51833958698643579 -0.43472211389969562 0.40444838063470251 -0.88411656879243394 -0.84324557662010191 -0.90290373929341639 -0.4501341692606608 -0.52744654496510823
leaf_weight=102711 30 225 20 20 32 106 45 20 23 21 25 36 39 58 21 20 30 27 27
leaf_count=102711 30 225 20 20 32 106 45 20 23 21 25 36 39 58 21 20 30 27 27
internal_value=0 -0.00117744 0.161414 0.0498427 0.0972341 0.0212698 -0.287234 0.211409 -0.00191609 -0.392665 -0.00153261 -0.00123072 -0.00104965 -0.00088507 -0.510649 -0.432755 -0.64126 -0.274874 -0.484273
internal_weight=0 103485 468 448 428 396 151 245 103017 101 102916 102844 102808 102769 51 72 80 52 50
internal_count=103536 103485 468 448 428 396 151 245 103017 101 102916 102844 102808 102769 51 72 80 52 50
is_linear=0
shrinkage=0.01


Tree=858
num_leaves=20
num_cat=1
split_feature=3 4 2 8 16 10 10 14 3 16 25 2 13 4 1 3 4 8 14
split_gain=129678 123178 627948 188996 131844 149417 172100 95797.8 85228.8 311878 86842.5 76920.3 64676.4 48802.8 37172.9 31721.7 109363 3634.25 277.294
threshold=1449.0631000000001 891.77550000000008 364.96250000000003 1117.4100000000001 461.07500000000005 330.97750000000008 143.29500000000004 1092.2134000000003 76.987500000000011 336.36115000000007 0 49.990000000000009 115.43250000000002 6.6462500000000011 7.8769000000000009 53.872267500000007 1468.3681000000001 1468.3681000000001 1420.5906000000002
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2
left_child=1 3 11 4 7 6 12 8 10 -10 -1 15 -6 -2 17 16 -3 -5 -9
right_child=13 2 -4 14 5 -7 -8 18 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.04298699235800698 -0.24672939618428547 -0.27651610634062024 1.8056765542082165 -0.58492778821425007 -0.15726090058957765 -0.89950995883634011 0.70279144917215619 -0.4537362551689148 0.040192828208800199 1.0644787543614707 -0.0041276875064691718 -0.47692774699284479 -0.68863488448077237 -0.87527541478474935 -0.16638569164276124 0.45979009628295897 0.5029532006581624 -0.75956226092118484 -0.50518425607681272
leaf_weight=4069 30 45 23 22 109 31 21 22 3259 30 95680 26 29 21 20 23 30 26 20
leaf_count=4069 30 45 23 22 109 31 21 22 3259 30 95680 26 29 21 20 23 30 26 20
internal_value=0 -0.00116567 0.288102 -0.00157716 -0.00123013 -0.264411 -0.140586 -0.000745029 -0.000550396 0.0495357 -0.00220187 0.00661631 -0.268926 -0.505542 -0.528599 0.134904 0.0352716 -0.679521 -0.478235
internal_weight=0 103485 147 103338 103270 190 159 103080 103038 3289 99749 124 138 51 68 98 75 48 42
internal_count=103536 103485 147 103338 103270 190 159 103080 103038 3289 99749 124 138 51 68 98 75 48 42
cat_boundaries=0 6
cat_threshold=1048576 541098112 80 402792746 16400 32
is_linear=0
shrinkage=0.01


Tree=859
num_leaves=26
num_cat=5
split_feature=3 6 0 4 5 4 9 25 2 2 24 1 4 2 2 24 19 3 24 5 0 8 25 5 4
split_gain=127097 126182 1.23266e+06 383913 469101 224906 88706.3 77122.2 103929 96283.9 421685 568843 178352 117395 340482 107437 73160 84720.2 444980 540251 73088.2 428161 85235 66740.2 47831.6
threshold=1449.0631000000001 606.07650000000001 594.30750000000012 547.82000000000005 448.18200000000007 189.80565000000004 8.6610000000000014 0 1439.8675000000001 364.96250000000003 1 15.581850000000001 174.23250000000002 31.797350000000005 75.339000000000013 2 871.35000000000014 514.39811750000013 3 16.925250000000002 80.731500000000025 490.81062000000003 4 205.87950000000004 6.6462500000000011
decision_type=2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 1 2 2 1 2 2 2 9 2 2
left_child=1 7 3 4 5 6 -3 8 9 13 11 -11 -12 15 -15 -1 17 20 23 -20 22 -22 -9 -19 -2
right_child=24 2 -4 -5 -6 -7 -8 16 -10 10 12 -13 -14 14 -16 -17 -18 18 19 -21 21 -23 -24 -25 -26
leaf_value=-0.12589159036125455 -0.24426210117340089 -0.022756278190542673 2.3779825953642528 -1.2570244917002591 1.5500936247053603 0.86758299980163578 -0.55339945734637541 0.098534503096391349 -0.73821755693072366 1.4588953774670759 -0.51409066200983233 -0.037267565285718 0.35651927521734528 -0.57608642679645172 -0.046290378109635419 -0.0045003570325244649 -0.5299151391249437 -0.15633641329933615 0.34067918759805188 2.1759541411399841 0.036071169326389985 1.1188857939436629 -0.0022362814829076931 -0.79837932920455934 -0.86652266729445682
leaf_weight=865 30 136 24 22 21 25 41 837 21 48 82 54 33 155 558 4392 26 85 81 20 2799 37 93103 20 21
leaf_count=865 30 136 24 22 21 25 41 837 21 48 82 54 33 155 558 4392 26 85 81 20 2799 37 93103 20 21
internal_value=0 -0.00115398 0.215146 0.00327662 0.127611 -0.0202706 -0.145674 -0.00171769 -0.0358584 -0.0335324 0.173384 0.607273 -0.243122 -0.0410535 -0.161463 -0.0247224 0.000470778 0.000613018 0.203194 0.640668 0.000181799 0.0501982 -0.00132817 -0.254402 -0.500487
internal_weight=0 103485 269 245 223 202 177 103216 6208 6187 217 102 115 5970 713 5257 97008 96982 206 101 96776 2836 93940 105 51
internal_count=103536 103485 269 245 223 202 177 103216 6208 6187 217 102 115 5970 713 5257 97008 96982 206 101 96776 2836 93940 105 51
cat_boundaries=0 6 7 8 9 15
cat_threshold=1342210176 10 256 49319936 1074266114 8 696 576 1832 0 536903680 4096 134349098 0 32
is_linear=0
shrinkage=0.01


Tree=860
num_leaves=22
num_cat=4
split_feature=2 1 22 13 0 11 2 25 24 24 0 0 26 11 9 7 3 24 26 22 26
split_gain=202559 240770 165528 593010 140322 107523 97117.3 88449.5 895269 127803 92628 264789 304864 258232 305439 163917 138166 16889.5 6188.09 1369.35 60.4717
threshold=1070.9310000000003 438.42500000000007 343.16750000000008 53.557967000000005 24.195078500000005 1439.8675000000001 1439.8675000000001 0 1 2 468.98000000000008 438.42500000000007 2022.5000000000002 143.12500000000003 319.79062500000009 483.06600000000009 888.10000000000014 3 2022.5000000000002 524.87500000000011 2022.5000000000002
decision_type=2 2 2 2 2 2 2 9 1 1 2 2 2 2 2 2 2 1 2 2 2
left_child=2 4 5 19 6 7 -2 8 20 18 11 16 -13 14 -12 -15 -9 -11 -10 -4 -1
right_child=1 -3 3 -5 -6 -7 -8 10 9 17 13 12 -14 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.94817060282972987 -0.8140720838308334 0.56117003917694097 -0.080282371381054762 1.8466919112205507 -1.3256998447749926 -0.59787712554261097 -0.046523624658584596 0.00018592262863592745 0.081368626141157321 -0.13115247349428938 -0.11534267036569207 1.5412016010284424 -0.021750437984099754 -1.0157511520385742 0.93020865567525235 0.023288515155965632 0.35478483378887177 -0.34876417791749548 0.22439968967437743 -0.18719868888854979 0.96292546524721034
leaf_weight=61 32 20 23 22 23 30 34 102076 61 113 407 24 26 49 30 22 110 117 60 25 51
leaf_count=61 32 20 23 22 23 30 34 102076 61 113 407 24 26 49 30 22 110 117 60 25 51
internal_value=0 -0.430273 0.00103812 0.487154 -0.65307 0.000708507 -0.418668 0.000882503 0.137316 -0.116336 0.000254299 0.000923627 0.728467 -0.134444 -0.0435657 -0.693795 0.000567637 -0.25177 0.140668 -0.135968 0.87662
internal_weight=0 109 103307 70 89 103237 66 103207 463 351 102744 102236 50 508 437 71 102186 230 121 48 112
internal_count=103416 109 103307 70 89 103237 66 103207 463 351 102744 102236 50 508 437 71 102186 230 121 48 112
cat_boundaries=0 5 6 7 8
cat_threshold=1073741824 0 4096 131072 32 328 3076 161
is_linear=0
shrinkage=0.01


Tree=861
num_leaves=19
num_cat=1
split_feature=2 5 22 13 11 0 11 15 9 0 26 7 11 24 5 2 5 22
split_gain=198527 198887 162234 581210 105383 82705.5 259548 327002 264966 259091 298797 160655 100971 255462 78652.6 53092.2 50456.2 1342.1
threshold=1070.9310000000003 0.80500000000000005 343.16750000000008 53.557967000000005 1439.8675000000001 468.98000000000008 143.12500000000003 18.256000000000004 319.79062500000009 438.42500000000007 2022.5000000000002 483.06600000000009 337.65000000000003 0 24.787500000000005 1439.8675000000001 62.172000000000004 524.87500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=2 15 4 17 5 9 7 8 -7 12 -11 16 14 -14 -1 -2 -8 -4
right_child=1 -3 3 -5 -6 6 11 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.0016865299641267693 -0.40979572895245675 -1.088584132641554 -0.079479557068451584 1.8282249983874235 -0.59189835389455159 -0.16966089121257988 -0.66441473421843156 0.97241690603892017 0.93462434602820355 1.5257896709442138 -0.021532954390232381 0.023055629730224611 0.50279195360949103 -0.019103220377016714 0.035326304927942961 0.11541887860549124 -1.307405759371244 -0.18532669792175294
leaf_weight=96117 39 32 23 22 30 393 23 30 23 24 26 22 131 286 6106 38 26 25
leaf_count=96117 39 32 23 22 30 393 23 30 23 24 26 22 131 286 6106 38 26 25
internal_value=0 -0.425971 0.00102727 0.482282 0.000700957 0.000873213 -0.12529 -0.0358921 -0.108607 0.00150839 0.721182 -0.686857 0.00115781 0.156449 0.000524326 -0.150599 -1.00559 -0.134608
internal_weight=0 109 103307 70 103237 103207 517 446 416 102690 50 71 102640 417 102223 77 49 48
internal_count=103416 109 103307 70 103237 103207 517 446 416 102690 50 71 102640 417 102223 77 49 48
cat_boundaries=0 1
cat_threshold=2563
is_linear=0
shrinkage=0.01


Tree=862
num_leaves=23
num_cat=1
split_feature=2 1 22 13 0 2 0 0 26 2 9 1 1 2 7 3 5 3 25 1 1 22
split_gain=194577 237900 159006 569643 136669 93962 82778.2 254051 292851 153955 243081 172628 324154 224130 113861 89998.4 478688 166128 99216.5 84279.9 82419.7 1315.39
threshold=1070.9310000000003 438.42500000000007 343.16750000000008 53.557967000000005 24.195078500000005 1439.8675000000001 468.98000000000008 438.42500000000007 2022.5000000000002 658.86750000000018 319.79062500000009 352.68673250000012 511.45025000000004 334.93500000000006 221.43500000000003 888.10000000000014 65.637375000000006 1449.0631000000001 0 4.1470000000000011 1439.8675000000001 524.87500000000011
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 4 6 21 5 -2 7 15 -9 10 11 13 -13 -8 -12 18 17 -17 19 -1 -20 -4
right_child=1 -3 3 -5 -6 -7 9 8 -10 -11 14 12 -14 -15 -16 16 -18 -19 20 -21 -22 -23
leaf_value=0.17490176855748701 -0.80077279403805735 0.56380581665039065 -0.078684758945651675 1.8099427569996227 -1.306992126547772 -0.045796109858681176 -0.13202592456307952 1.5105317227045694 -0.021317622478191672 -0.89088785896301281 1.1872562403678895 -1.6174147670919246 -0.13627693049112957 0.90745322325012912 0.14473478577353738 0.23588103796135296 1.3674356689453127 -0.67032005429267882 -0.00017565874243317142 -0.41014372940246874 0.52405048102140428 -0.1834734323501587
leaf_weight=465 32 20 23 22 23 34 363 24 26 25 20 22 45 22 22 55 30 32 102030 26 30 25
leaf_count=465 32 20 23 22 23 34 363 24 26 25 20 22 45 22 22 55 30 32 102030 26 30 25
internal_value=0 -0.421711 0.00101747 0.477459 -0.643175 -0.411845 0.000694417 0.00133092 0.71397 -0.125279 -0.0865339 -0.154153 -0.622621 -0.0726271 0.641174 0.00098386 0.278173 -0.0974343 0.000667616 0.141049 -2.15631e-05 -0.133262
internal_weight=0 109 103307 70 89 66 103237 102718 50 519 494 452 67 385 42 102668 117 87 102551 491 102060 48
internal_count=103416 109 103307 70 89 66 103237 102718 50 519 494 452 67 385 42 102668 117 87 102551 491 102060 48
cat_boundaries=0 6
cat_threshold=1073741824 0 4096 134348800 32 32
is_linear=0
shrinkage=0.01


Tree=863
num_leaves=24
num_cat=6
split_feature=22 20 11 25 24 25 0 0 6 10 24 10 1 25 0 7 25 1 10 22 26 26 26
split_gain=127450 539231 113899 85820.7 339890 192860 164067 146480 134008 107835 158380 112836 84538.8 94429.8 147052 135152 53610.3 52923.5 50184.6 30862.8 27846.8 26786.8 3220.16
threshold=343.16750000000008 10.315000000000003 1439.8675000000001 0 1 2 1077.3535000000002 507.82280000000009 183.56850000000003 19.981587500000003 3 113.355 1439.8675000000001 4 883.10000000000014 152.16750000000005 5 13.903 5.9622500000000009 524.87500000000011 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 9 1 9 2 2 2 2 1 2 2 9 2 2 9 2 2 2 2 2 2
left_child=2 19 3 4 5 22 12 16 17 10 -7 -11 13 15 -15 -5 18 21 -6 -2 -18 -8 -1
right_child=1 -3 -4 6 7 9 8 -9 -10 11 -12 -13 -14 14 -16 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.62220814943313596 0.11887189017401802 1.816580532744527 -0.60578556756819446 -0.078125553699520178 -0.13189130708004565 0.31480301886362938 -0.28237873166799549 0.77732351575578962 -1.1241639785766602 1.0619710384368897 -0.041131555388976893 0.15232028643290202 0.46517707777328982 0.00074402251351499463 0.57252268430921771 0.31077285184334685 -0.031853521981285618 -0.60481258804981519 0.12532274501463947 -0.3687320455551148 0.20488016935686271 0.11792386191231864 0.5310313370257993
leaf_weight=76 27 20 31 2284 705 196 32 21 20 25 318 30 39 99005 45 93 103 26 85 25 96 35 79
leaf_count=76 27 20 31 2284 705 196 32 21 20 25 318 30 39 99005 45 93 103 26 85 25 96 35 79
internal_value=0 0.421151 0.000273173 0.000455027 0.0700097 0.233946 -0.000739122 -0.0486466 -0.381568 0.142448 0.0999188 0.565798 -0.000315076 -0.000494064 0.00100369 -0.0626464 -0.0666768 -0.22187 -0.102914 -0.115553 0.0784095 -0.0732654 0.540844
internal_weight=0 72 103344 103313 1734 724 101579 1010 113 569 514 55 101466 101427 99050 2377 989 93 790 52 199 67 155
internal_count=103416 72 103344 103313 1734 724 101579 1010 113 569 514 55 101466 101427 99050 2377 989 93 790 52 199 67 155
cat_boundaries=0 6 7 11 12 18 22
cat_threshold=1074790400 0 4352 134348808 1073741856 32 345 1073741824 0 0 131072 272 0 536887296 8 275775520 17408 8 1074790400 0 0 131080
is_linear=0
shrinkage=0.01


Tree=864
num_leaves=39
num_cat=12
split_feature=2 1 0 2 4 20 25 24 7 3 4 11 1 0 25 7 25 24 8 25 24 10 0 0 25 24 2 25 24 19 8 9 24 0 0 26 1 0
split_gain=190560 232590 133733 92188.5 87589.3 564697 309910 346972 310692 284709 275542 192647 264998 101735 90147.3 154059 78304.3 232855 116777 113249 464863 142076 99451 67466.9 277426 379827 212080 87361.3 254382 73765.4 52882 49379.4 49913.2 79062 46727 28217.2 43263.1 6939.12
threshold=1070.9310000000003 438.42500000000007 24.195078500000005 1439.8675000000001 195.82340000000002 239.24500000000003 0 1 138.14056700000003 94.19250000000001 371.41875000000005 400.91700000000003 596.10500000000013 468.98000000000008 2 243.82689999999999 3 4 218.21600000000004 5 6 6.7365000000000004 1077.3535000000002 6.6497500000000009 7 8 542.8678000000001 9 10 871.35000000000014 267.72500000000008 49.259550000000004 11 88.222240000000014 140.79924000000003 2022.5000000000002 2.8222380000000005 1438.4900000000002
decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 9 1 2 9 1 2 2 2 9 1 2 9 1 2 2 2 1 2 2 2 2 2
left_child=4 2 3 -2 16 6 7 8 10 -10 -6 12 -9 14 30 -16 17 31 19 20 -19 -21 23 27 25 -25 -26 28 -18 -29 -8 32 33 -1 -34 37 -37 -24
right_child=1 -3 -4 -5 5 -7 13 11 9 -11 -12 -13 -14 -15 15 -17 22 18 -20 21 -22 -23 35 24 26 -27 -28 29 -30 -31 -32 -33 34 -35 -36 36 -38 -39
leaf_value=-0.026174223529062238 -0.79272753179073341 0.55711559581756587 -1.2929681267945663 -0.044909687883713668 -0.066587750626107056 1.3520738363265992 -0.19560160489571402 0.013209025092298092 1.7646261280775071 0.5417275797179405 0.78865864030776478 -0.77384646041052674 1.0405815422976459 -0.67330500635607493 -0.035978196664983073 0.72742232595171241 0.25430354160777596 0.83769079536199575 -0.52292279683626619 0.063824594008975333 -0.0079927823050268774 0.46843757713834444 -0.3893940440468166 0.20854304136144652 -0.0045711029890383986 -0.0082762213854147837 -0.96600307340207314 -0.0024800200324642018 -0.089774016524943934 0.59026881263369602 -0.73553605937957767 -0.48527571616634246 -0.13735991519821042 0.62455317831039436 -0.63817349147796631 -0.39334015876054762 0.19954516220092774 -0.64081706875846489
leaf_weight=281 32 20 23 34 96 34 195 358 32 47 62 28 27 29 473 28 226 102 26 904 164 96 23 1614 9370 1615 23 84529 2468 21 20 31 272 20 20 32 20 21
leaf_count=281 32 20 23 34 96 34 195 358 32 47 62 28 27 29 473 28 226 102 26 904 164 96 23 1614 9370 1615 23 84529 2468 21 20 31 272 20 20 32 20 21
internal_value=0 -0.417341 -0.63632 -0.407488 0.00100173 0.0787489 0.0477145 0.20544 0.50378 1.03708 0.269015 0.0263755 0.0852585 -0.0914288 -0.0691381 0.00655604 -8.87979e-05 0.0630682 0.139403 0.154106 0.334894 0.101651 -0.00130552 -0.000996401 0.0206129 0.100409 -0.00691793 -0.00412272 -0.0600756 -0.00233252 -0.234902 -0.094689 -0.0758672 0.0165148 -0.165978 -0.323013 -0.165307 -0.509391
internal_weight=0 109 89 66 103307 1429 1395 650 237 79 158 413 385 745 716 501 101878 1916 1292 1266 266 1000 99962 99866 12622 3229 9393 87244 2694 84550 215 624 593 301 292 96 52 44
internal_count=103416 109 89 66 103307 1429 1395 650 237 79 158 413 385 745 716 501 101878 1916 1292 1266 266 1000 99962 99866 12622 3229 9393 87244 2694 84550 215 624 593 301 292 96 52 44
cat_boundaries=0 5 6 11 17 18 22 23 29 30 36 37 38
cat_threshold=114688 147472 8389120 33554432 8260 3600 75497472 536870912 65640 32770 8388624 1074790656 4194304 4352 134348808 1073741856 32 1186 1073741824 0 0 134348808 328 81821696 33554432 805372010 2106368 262416 4096 1334 32768 16384 2 7340064 263168 8 8 1056
is_linear=0
shrinkage=0.01


Tree=865
num_leaves=31
num_cat=2
split_feature=2 0 12 1 3 26 7 7 2 12 6 2 16 2 5 25 24 2 3 0 8 16 6 6 1 12 0 0 2 7
split_gain=161234 942679 164786 244640 127503 328658 123372 149328 175744 163842 261428 146316 124106 101639 131902 84039 231875 416849 636152 287647 207030 198562 242093 82661.5 139298 78546.2 109674 59354.8 51557.6 30832.7
threshold=883.10000000000014 468.98000000000008 13.109951000000001 55.204000000000015 60.160000000000004 2022.5000000000002 615.99125000000015 394.58800000000002 334.93500000000006 48.040040000000012 160.46250000000003 383.96180000000004 54.956750000000007 83.805000000000021 62.172000000000004 0 1 414.53600000000012 25.989000000000001 297.71250000000003 1468.3681000000001 286.14200000000005 665.85000000000014 194.48100000000002 21.000235000000004 890.55300000000011 1438.4900000000002 38.102750000000007 52.962600000000009 890.55300000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 7 15 9 13 -11 12 23 14 -9 16 21 19 -19 -18 25 22 -1 24 28 26 -17 -23 -8 -25
right_child=1 -3 -4 -5 -6 -7 11 8 -10 10 -12 -13 -14 -15 -16 20 17 18 -20 -21 -22 27 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.043506308105100075 1.2275650645571725 2.3498018064498902 0.87076522064208994 -0.85896878510713581 -0.52056999717439922 -0.1932986821052505 -0.18073093337496532 -0.029594316079204246 0.9484390443371189 1.4653567367250271 -0.059423669732135274 -0.95037093124389649 0.58820245379493352 -0.62515420946207911 0.73702205039836743 0.00015120413790299222 0.11719433263588913 1.8017997185389201 -0.078141746620337169 -0.37335227605864763 -0.91037724914550777 -0.3689968568864076 0.89486210737909588 -0.9034712200164795 0.45959339279117006 -0.37465877456324442 -0.58537699133157728 -1.1138715036213398 -0.73835111999511727 -0.34819889420270916
leaf_weight=1521 27 20 20 32 21 41 97 133 31 22 23 25 21 22 27 98876 2034 36 36 127 25 23 28 20 33 56 32 20 20 20
leaf_count=1521 27 20 20 32 21 41 97 133 31 22 23 25 21 22 27 98876 2034 36 36 127 25 23 28 20 33 56 32 20 20 20
internal_value=0 0.318083 0.0298961 -0.109091 0.160529 0.370868 0.00137954 0.00190245 0.242182 0.145732 0.686025 -0.226999 -0.141291 0.0121437 0.0997722 0.00129949 0.0472302 0.112799 0.861829 0.0883654 -0.000480024 -0.0448697 -0.0265442 -0.22192 -0.114209 -0.000250217 -3.82335e-05 -0.71545 -0.276051 -0.625835
internal_weight=0 161 141 121 89 68 103308 103072 258 227 45 236 211 182 160 102814 3825 2233 72 2161 98989 1592 1549 190 150 98964 98908 43 117 40
internal_count=103469 161 141 121 89 68 103308 103072 258 227 45 236 211 182 160 102814 3825 2233 72 2161 98989 1592 1549 190 150 98964 98908 43 117 40
cat_boundaries=0 5 6
cat_threshold=32768 0 4096 137527328 1074544674 2466
is_linear=0
shrinkage=0.01


Tree=866
num_leaves=25
num_cat=3
split_feature=0 2 7 7 14 25 24 22 7 2 1 7 0 6 18 1 0 26 9 2 25 8 26 7
split_gain=161289 562730 108197 541859 136260 96704.9 381075 95966 82815.9 218466 74259.3 72238.9 142771 93796.5 71698.7 70996.3 88518.4 65022.3 35337 29718.2 32949 27071 22072 1151.75
threshold=883.10000000000014 472.9221300000001 615.99125000000015 552.55750000000012 157.55100000000002 0 1 524.87500000000011 394.58800000000002 315.17050000000006 365.02500000000003 890.55300000000011 100.58300000000001 165.29860000000002 1129.6950200000003 6.6537000000000015 1077.3535000000002 2022.5000000000002 8.0632500000000018 54.609000000000002 2 127.87156050000003 2022.5000000000002 1481.2725000000003
decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2
left_child=2 10 3 5 11 6 22 8 14 -10 15 13 21 18 -7 16 -2 -18 -4 20 -8 23 -1 -13
right_child=1 -3 4 -5 -6 7 19 -9 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.5042705563575991 -0.39230380185445152 1.8391844631376721 -0.27064928450909526 1.1957255381032039 -0.8432436892986297 0.001663642630962773 -0.11598637113204369 -0.54550131790339951 0.066784226695696516 0.95924774110317235 -0.39098006835350624 -0.18304674755443226 0.82286214375495914 -0.85800423304239914 0.56005737594936211 0.60394903905689723 0.53848621217828052 -0.063471885007970477 0.22020135927945375 -0.68256323325634005 -0.35789163706126714 0.19196715729577199 0.22341772353824446 -0.26942796316640133
leaf_weight=62 30 21 55 38 30 102269 120 32 192 32 26 33 20 24 23 32 38 34 20 20 217 21 51 29
leaf_count=62 30 21 55 38 30 102269 120 32 192 32 26 33 20 24 23 32 38 34 20 20 217 21 51 29
internal_value=0 0.300105 0.00133096 0.00181657 -0.214381 0.00137618 -0.140233 0.00203868 0.00220979 0.194279 0.0981013 -0.120986 0.0644136 -0.313877 0.0017892 0.192998 0.0640717 0.254228 -0.139756 -0.299648 -0.285815 -0.118345 0.346822 -0.223451
internal_weight=0 181 103288 103056 232 103018 470 102548 102516 224 160 202 103 99 102292 134 102 72 75 357 337 83 113 62
internal_count=103469 181 103288 103056 232 103018 470 102548 102516 224 160 202 103 99 102292 134 102 72 75 357 337 83 113 62
cat_boundaries=0 4 5 7
cat_threshold=256 536870914 0 4194568 515 256 2
is_linear=0
shrinkage=0.01


Tree=867
num_leaves=22
num_cat=0
split_feature=0 2 3 7 7 11 14 22 0 7 7 0 6 2 3 9 7 0 26 11 26
split_gain=158080 551531 148695 106043 531076 145781 133549 89699.2 81804 91039 70801.4 139930 91930 56004.4 45613.8 34633.8 15228.8 11949 76139.2 4655.58 72.8094
threshold=883.10000000000014 472.9221300000001 384.83520000000004 615.99125000000015 552.55750000000012 1092.2834 157.55100000000002 524.87500000000011 748.92250000000013 394.58800000000002 890.55300000000011 100.58300000000001 165.29860000000002 8.0915000000000017 43.634800000000006 8.0632500000000018 1481.2725000000003 1438.4900000000002 2022.5000000000002 1439.8675000000001 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
left_child=3 2 13 4 5 7 10 8 9 -1 12 14 15 17 16 -5 -12 18 -2 -7 -10
right_child=1 -3 -4 6 -6 19 -8 -9 20 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.001571456531055679 0.47808415465884735 1.8207925451369513 0.8814260128566197 -0.26794279380007224 1.1837682780466583 -0.61808674020767218 -0.83481126054128019 -0.5277264382690191 -0.37112711724113012 0.20521339272098107 0.13688861504579203 0.81463349795341489 -0.84942418793837238 -0.45000541191101073 -0.53322963124513634 0.21799933822453021 -0.18326997441550094 -0.069348446589249838 -0.15966689085349059 -0.43187171714059241 -0.39447442835027524
leaf_weight=102656 36 21 21 55 38 25 30 32 34 220 39 20 24 25 20 20 24 39 39 29 22
leaf_count=102656 36 21 21 55 38 25 30 32 34 220 39 20 24 25 20 20 24 39 39 29 22
internal_value=0 0.297104 0.0971203 0.00131719 0.00179795 0.00136196 -0.212238 0.00163438 0.00179895 0.00200694 -0.119776 0.0637695 -0.310738 -0.021372 -0.117162 -0.138358 0.0149234 0.0726266 0.146454 -0.518082 -0.380299
internal_weight=0 181 160 103288 103056 103018 232 102964 102932 102876 202 103 99 139 83 75 63 114 75 54 56
internal_count=103469 181 160 103288 103056 103018 232 102964 102932 102876 202 103 99 139 83 75 63 114 75 54 56
is_linear=0
shrinkage=0.01


Tree=868
num_leaves=22
num_cat=0
split_feature=2 0 4 1 7 2 7 4 1 19 2 2 8 26 9 5 22 3 6 22 19
split_gain=157165 913961 184327 214096 117331 145282 138252 200839 376446 150504 93381.5 131219 113126 87633.6 87595.2 158424 68462.4 64846.1 61291.6 58783.5 65102
threshold=883.10000000000014 468.98000000000008 174.23250000000002 55.204000000000015 615.99125000000015 383.96180000000004 394.58800000000002 208.21944900000003 52.874750000000006 4.402000000000001 169.99800000000002 44.131150000000005 153.40400000000002 2022.5000000000002 356.30640000000005 62.172000000000004 524.87500000000011 1449.0631000000001 207.31054000000003 343.16750000000008 373.75800000000004
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 13 6 10 16 9 -9 14 11 12 18 -2 15 -8 17 19 -6 20 -1
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00082527104367141103 0.47045479886872427 2.3145436334609988 0.71133167520646123 -0.93520126731307418 -0.14705326319756834 -0.94219808502197266 -0.066070726937717858 1.8205093772070748 0.14419815218126453 0.90575078296661371 0.4018351413522448 -0.83534113259151077 0.39768706938198634 -0.18753577870006363 -0.63260233247280118 0.80055793218612681 -0.46121025476604699 0.37677895338638967 -0.75398720252513884 0.39975419849962807 0.23888800575810931
leaf_weight=102584 35 20 31 27 99 25 135 21 37 20 28 29 35 48 20 25 32 46 20 37 115
leaf_count=102584 35 20 31 27 99 25 135 21 37 20 28 29 35 48 20 25 32 46 20 37 115
internal_value=0 0.314012 0.0302486 -0.161693 0.00132973 -0.221387 0.00183968 0.233036 0.751138 0.0827868 -0.135983 -0.218272 -0.102071 0.0899301 -0.00865359 0.06934 0.00125951 0.0014035 -0.249059 0.00123543 0.00109185
internal_weight=0 161 141 110 103308 236 103072 258 58 200 211 183 154 83 180 160 102814 102782 119 102736 102699
internal_count=103469 161 141 110 103308 236 103072 258 58 200 211 183 154 83 180 160 102814 102782 119 102736 102699
is_linear=0
shrinkage=0.01


Tree=869
num_leaves=22
num_cat=0
split_feature=2 7 5 7 2 7 9 2 4 16 5 26 2 22 3 16 16 7 9 1 3
split_gain=154037 845115 163046 114996 142391 135501 198899 311822 278514 121880 86947.3 79028.6 169210 67100 63555.7 118451 184345 146446 61944.2 68166.2 67897.9
threshold=883.10000000000014 329.28675000000004 117.99690000000002 615.99125000000015 383.96180000000004 394.58800000000002 384.29599999999999 334.93500000000006 208.21944900000003 54.956750000000007 62.172000000000004 2022.5000000000002 1070.9310000000003 524.87500000000011 1449.0631000000001 362.00600000000003 336.36115000000007 99.006000000000014 205.46250000000003 45.345000000000006 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=3 2 11 5 9 13 7 8 10 18 -7 12 -2 14 15 16 -1 -17 19 20 -5
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.0014942634400231941 -0.24410724258422853 2.1320023207231 -0.61662661167883104 -0.097619669358146949 -0.93277613601684561 -0.060926302285503144 -0.52063684871119842 1.4112232506275177 1.0783620222153203 0.58829902345225926 0.51006305232192528 -0.059417057868431912 0.92157022476196293 -0.45659815188497305 0.37301117233608083 -0.10407384407476034 0.70747646409112053 -0.74072903180600735 -0.59450067067997792 0.29934381930033366 -0.63730240875674837
leaf_weight=102453 20 22 31 94 25 139 31 24 31 21 33 55 33 32 46 202 37 44 35 30 31
leaf_count=102453 20 22 31 94 25 139 31 24 31 21 33 55 33 32 46 202 37 44 35 30 31
internal_value=0 0.310872 0.0226353 0.00131643 -0.219174 0.00182128 0.230706 0.333312 0.205875 -0.134623 0.048624 0.206127 0.481692 0.00124692 0.00138946 0.00122307 0.00174913 -0.217947 -0.214525 -0.128725 -0.231461
internal_weight=0 161 139 103308 236 103072 258 227 203 211 172 108 53 102814 102782 102736 102490 246 190 155 125
internal_count=103469 161 139 103308 236 103072 258 227 203 211 172 108 53 102814 102782 102736 102490 246 190 155 125
is_linear=0
shrinkage=0.01


Tree=870
num_leaves=14
num_cat=0
split_feature=11 15 22 0 14 2 14 5 15 17 9 22 5
split_gain=110118 101503 89304.9 77840.2 144741 326647 83391 250298 116859 95004.4 195718 95324.1 40730.6
threshold=1439.8675000000001 1117.4100000000001 524.87500000000011 883.10000000000014 47.828750000000007 315.17050000000006 678.01075000000003 26.770100000000003 15.062500000000002 330.72800000000007 191.37774500000003 261.87000000000006 4.4342985000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 12 9 8 -8 11 -11 -1 -5
right_child=-2 -3 -4 4 -6 -7 7 -9 -10 10 -12 -13 -14
leaf_value=0.00074067131075529957 0.62797749011644288 -0.50929175095680435 -0.49701356372899486 0.22070919270742509 -0.54746915730563073 1.4477718054164541 -0.31864858552521352 0.95903240680694579 0.58325368249416354 -0.085020805177865214 -0.91187879526253912 0.41716483872587035 -0.21477361679077148
leaf_weight=102920 28 39 36 105 22 22 51 36 20 216 33 55 27
leaf_count=102920 28 39 36 105 22 22 51 36 20 216 33 55 27
internal_value=0 0.000773146 0.000965264 0.00113846 0.211263 0.319653 0.000780566 0.279805 -0.0645916 0.000491334 -0.194604 0.000963088 0.131633
internal_weight=0 103582 103543 103507 176 154 103331 107 71 103224 249 102975 132
internal_count=103610 103582 103543 103507 176 154 103331 107 71 103224 249 102975 132
is_linear=0
shrinkage=0.01


Tree=871
num_leaves=17
num_cat=3
split_feature=25 11 15 25 5 2 2 2 3 14 1 2 0 25 26 26
split_gain=216985 121889 97735.5 100573 209812 564322 657109 371064 307710 179633 131985 90155.9 82211.5 22592.7 6817.17 4700.88
threshold=0 1439.8675000000001 1117.4100000000001 1 51.530000000000008 883.10000000000014 1439.8675000000001 749.57248000000016 764.58775000000003 146.46000000000001 1439.8675000000001 1439.8675000000001 1077.3535000000002 2 2022.5000000000002 2022.5000000000002
decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2
left_child=13 2 3 4 5 8 -7 9 -2 -6 11 12 -5 14 -1 -15
right_child=1 -3 -4 10 7 6 -8 -9 -10 -11 -12 -13 -14 15 -16 -17
leaf_value=-0.4485179961673797 0.058099885163055934 0.67365415032263154 -0.50538037140510583 -0.00095203384874382123 -0.0065667552011353623 2.4654501238039561 -0.036186337016877672 -1.0908999711758383 -0.72202619290819359 -0.4651640277431936 -0.6872244841711862 0.6122687982519468 0.35210369391874835 -0.20745830516604816 -0.30413602902608761 -0.12446533780898492
leaf_weight=63 5869 27 38 96261 665 21 21 37 51 98 28 24 66 136 68 137
leaf_count=63 5869 27 38 96261 665 21 21 37 51 98 28 24 66 136 68 137
internal_value=0 0.00184947 0.00167385 0.00186066 0.0391115 0.0595739 1.21463 -0.112895 0.0513792 -0.0654692 -0.000756857 -0.000557446 -0.000710132 -0.227546 -0.347077 -0.159951
internal_weight=0 103206 103179 103141 6762 5962 42 800 5920 763 96379 96351 96327 404 131 273
internal_count=103610 103206 103179 103141 6762 5962 42 800 5920 763 96379 96351 96327 404 131 273
cat_boundaries=0 4 10 14
cat_threshold=0 0 0 135397408 1073774848 49280 8 306184458 537133088 40 0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=872
num_leaves=16
num_cat=5
split_feature=25 15 22 2 16 25 5 2 24 1 24 14 22 25 22
split_gain=212667 101340 106276 515631 97950.6 88815.6 266721 569882 316920 102739 85503.5 70988.9 66525.9 27180.8 2386.98
threshold=0 1117.4100000000001 261.87000000000006 25.523750000000003 1107.6734000000001 1 51.530000000000008 1070.9310000000003 2 1439.8675000000001 3 1092.2134000000003 379.00000000000006 4 674.74319250000019
decision_type=9 2 2 2 2 9 2 2 1 2 1 2 2 9 2
left_child=10 2 4 12 5 6 7 -2 -8 11 -1 -7 -4 -12 -14
right_child=1 -3 3 -5 -6 9 8 -9 -10 -11 13 -13 14 -15 -16
leaf_value=0.021922200109999058 0.053434885074353192 -0.50141049884259703 0.31402541995048522 1.7636611411571503 0.54643795157923847 -0.00086678821680772288 0.1966258989452222 1.4587596230671325 -0.25134998470644659 -0.60655266284942633 -0.20742990376399115 0.50272563048771457 -0.34288362393012412 -0.45785053034459267 -0.1975715727955103
leaf_weight=108 5799 40 32 20 33 96356 208 29 587 28 185 28 26 111 20
leaf_count=108 5799 40 32 20 33 96356 208 29 587 28 185 28 26 111 20
internal_value=0 0.00183097 0.00202627 0.33118 0.0017133 0.00153884 0.0369337 0.0604278 -0.134832 -0.000896345 -0.22527 -0.000720492 -0.036123 -0.313231 -0.279704
internal_weight=0 103206 103166 98 103068 103035 6623 5828 795 96412 404 96384 78 296 46
internal_count=103610 103206 103166 98 103068 103035 6623 5828 795 96412 404 96384 78 296 46
cat_boundaries=0 4 10 11 12 16
cat_threshold=0 0 0 135397408 1073774848 49280 8 306184970 536870946 40 1538 176 0 0 0 1048608
is_linear=0
shrinkage=0.01


Tree=873
num_leaves=18
num_cat=4
split_feature=25 11 15 25 3 4 2 1 1 1 2 24 0 25 26 26 26
split_gain=208723 119320 93879.6 96669 174556 307115 291983 275818 352375 127537 88021.9 83921.5 80542.5 26713.6 9435.49 2743.96 2380.68
threshold=0 1439.8675000000001 1117.4100000000001 1 148.26730150000003 1085.2750000000003 1070.9310000000003 756.19086000000004 383.83325000000008 1439.8675000000001 1439.8675000000001 2 1077.3535000000002 3 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 2 2 9 2 2 2 2 2 2 2 1 2 9 2 2 2
left_child=11 2 3 4 5 6 -2 8 -6 10 12 14 -5 16 -1 -15 -13
right_child=1 -3 -4 9 7 -7 -8 -9 -10 -11 -12 13 -14 15 -16 -17 -18
leaf_value=-0.066336712454046515 0.045487618700042177 0.66650081427009011 -0.49531245943747065 -0.00093854698178699974 -0.074583312505251409 1.1838770707448323 1.0184704252212278 0.81804995214939114 -0.80616339022318528 -0.67554498536246155 0.60498167504866918 -0.25342376698387997 0.3485150331078154 -0.54653185412568872 0.12073077632830692 -0.44699159724959009 -0.18165207591809726
leaf_weight=56 6063 27 38 96261 539 24 31 30 75 28 24 90 66 53 52 58 95
leaf_count=56 6063 27 38 96261 539 24 31 30 75 28 24 90 66 53 52 58 95
internal_value=0 0.00181261 0.00163885 0.00182194 0.0383426 0.0548835 0.0504372 -0.118201 -0.163946 -0.000744267 -0.000548245 -0.223173 -0.000699113 -0.310316 0.0217216 -0.45365 -0.205462
internal_weight=0 103206 103179 103141 6762 6118 6094 644 614 96379 96351 404 96327 296 108 111 185
internal_count=103610 103206 103179 103141 6762 6118 6094 644 614 96379 96351 404 96327 296 108 111 185
cat_boundaries=0 4 10 11 15
cat_threshold=0 0 0 135397408 1073774848 49280 8 306184458 537133088 40 176 0 0 0 1048608
is_linear=0
shrinkage=0.01


Tree=874
num_leaves=17
num_cat=5
split_feature=25 11 15 25 5 2 24 2 3 16 24 4 0 14 3 25
split_gain=204570 116946 92011.4 94745.2 200350 540998 386624 327081 301546 222163 82251.5 79670.2 102102 119833 59293.7 26182
threshold=0 1439.8675000000001 1117.4100000000001 1 51.530000000000008 1070.9310000000003 2 512.13625000000013 764.58775000000003 319.12500000000006 3 1468.3681000000001 1077.3535000000002 1092.2134000000003 0.80850000000000011 4
decision_type=9 2 2 9 2 2 1 2 2 2 1 2 2 2 2 9
left_child=10 2 3 4 5 8 9 -8 -2 -6 -1 12 13 -5 -14 -12
right_child=1 -3 -4 11 6 -7 7 -9 -10 -11 15 -13 14 -15 -16 -17
leaf_value=0.021504346253508229 0.057708240012978806 0.65983581322210816 -0.49035934467064707 -0.001052763172942123 0.083466550949557267 1.3755583930784656 -0.21643321765410842 -1.123385229273276 -0.71455795344184425 1.1695597901344301 -0.20340735830404821 -0.5892175164430038 0.19495068866273632 0.66524333247431999 0.84715298080444346 -0.44911391447890886
leaf_weight=108 5880 27 38 96263 323 31 413 44 51 20 185 23 46 27 20 111
leaf_count=108 5880 27 38 96263 323 31 413 44 51 20 185 23 46 27 20 111
internal_value=0 0.00179448 0.00162246 0.00180372 0.0379591 0.0579544 -0.110581 -0.29725 0.0510676 0.142637 -0.220941 -0.000736825 -0.000596432 -0.000865932 0.392588 -0.307213
internal_weight=0 103206 103179 103141 6762 5962 800 457 5931 343 404 96379 96356 96290 66 296
internal_count=103610 103206 103179 103141 6762 5962 800 457 5931 343 404 96379 96356 96290 66 296
cat_boundaries=0 4 10 11 12 16
cat_threshold=0 0 0 135397408 1073774848 49280 8 306184458 537133088 40 1603 176 0 0 0 1048608
is_linear=0
shrinkage=0.01


Tree=875
num_leaves=13
num_cat=1
split_feature=4 11 22 4 8 24 7 7 6 13 3 26
split_gain=108993 84627.6 83910 78130.3 68821.2 305600 223819 130450 102397 56324.7 47367.6 7017.28
threshold=1468.3681000000001 1439.8675000000001 524.87500000000011 1085.2750000000003 362.27300000000002 0 1.2412130000000003 156.52200000000002 1424.6500000000003 278.25000000000006 76.987500000000011 2022.5000000000002
decision_type=2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -6 -7 9 -1 -5 -2
right_child=11 -3 -4 10 5 7 -8 -9 -10 -11 -12 -13
leaf_value=0.002775103172838171 -0.32490860939025878 -0.56771508670770199 -0.47982857281549107 0.14090362276349749 -0.14338551614114217 -0.19476705593201848 0.4328426233438345 -0.65765577575434808 0.57809042669111688 0.1129651064521637 0.7780913305282593 -0.56839155295799526
leaf_weight=102439 20 26 36 28 140 180 130 92 31 466 20 29
leaf_count=102439 20 26 36 28 140 180 130 92 31 466 20 29
internal_value=0 0.00273147 0.00287468 0.00304254 0.00285543 -0.109533 0.12927 -0.338874 0.0034472 0.00327409 0.406399 -0.469011
internal_weight=0 103588 103562 103526 103478 542 270 272 102936 102905 48 49
internal_count=103637 103588 103562 103526 103478 542 270 272 102936 102905 48 49
cat_boundaries=0 1
cat_threshold=3601
is_linear=0
shrinkage=0.01


Tree=876
num_leaves=39
num_cat=9
split_feature=25 24 25 24 9 26 12 1 24 0 3 0 25 24 20 0 6 0 9 5 6 2 1 17 1 26 25 2 8 24 1 8 1 11 9 8 26 26
split_gain=139212 532522 161880 470110 303760 278584 124198 175481 106759 103842 87089.8 77906.4 250386 234303 200214 237171 191576 186108 155389 153759 517820 155075 143852 137466 72682.8 69418.2 62533.8 293052 161655 99709.5 93334.1 48609.4 31195.1 30346.2 17862.8 11457.8 3059.93 1995.56
threshold=0 1 2 3 80.578000000000017 2022.5000000000002 522.5150000000001 352.68673250000012 4 219.99000000000004 6.6572445000000009 104.42500000000001 5 6 18.195500000000003 228.21400000000003 1424.6500000000003 206.37168000000005 553.21400000000006 302.32450000000006 222.67000000000004 542.8678000000001 190.85750000000002 42.292058500000003 1.0790000000000004 2022.5000000000002 7 883.10000000000014 1117.4100000000001 8 1439.8675000000001 74.439000000000021 10.302000000000001 228.02500000000001 2.6275000000000004 5.423635 2022.5000000000002 2022.5000000000002
decision_type=9 1 9 1 2 2 2 2 1 2 2 2 9 1 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=1 25 4 5 8 -4 11 9 36 10 33 16 13 18 15 -15 26 -16 23 21 24 22 -14 -13 -21 -1 27 29 30 -2 -28 -12 35 34 -8 -10 -3 -5
right_child=6 2 3 37 -6 -7 7 -9 32 -11 31 12 19 14 17 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39
leaf_value=0.86624958865613821 -0.032123282324501207 0.14574843618177599 0.22795308968116498 -0.10047699358271457 1.0803856293360392 1.203911420531192 -0.050649760156869894 -0.86409363849742993 -0.2059581716576071 0.57104747676849366 -0.23600974207339079 0.22893291534172708 -0.081000441774337392 0.15673881486031108 0.065188407396728348 -0.19108382521466138 0.91287177977354628 1.3980356233119966 1.1487398090362551 -0.64342453869906335 1.5401599484223587 -0.82519956662104677 0.23495728368376509 1.0508337898481461 0.1605581395522408 0.45344321310520175 -0.0031296767650169526 1.0095658498927951 0.69707715453523578 0.037240045000010123 0.60796953115463259 -0.88615650011145553 -0.62781921768188476 0.29683192116873608 -0.38061672136187552 -0.45295836395025257 0.051359333039878247 -0.16693510069492015
leaf_weight=83 2759 62 58 87 21 59 75 37 308 20 23 657 1304 412 22 374 23 20 20 22 26 26 162 21 23 80 88235 30 33 8254 25 23 20 21 21 20 77 94
leaf_count=83 2759 62 58 87 21 59 75 37 308 20 23 657 1304 412 22 374 23 20 20 22 26 26 162 21 23 80 88235 30 33 8254 25 23 20 21 21 20 77 94
internal_value=0 0.121166 0.0128029 0.194216 -0.0953118 0.663402 0.00135126 -0.235993 -0.147966 -0.109 -0.192442 0.00186107 0.0513183 0.141899 0.0268567 -0.00876458 0.000323485 0.699878 0.276061 -0.0377845 0.416643 -0.0596627 -0.0460856 0.25439 -0.2325 0.625284 0.000112196 0.0225359 -0.00269463 0.0198676 -0.00295658 -0.561083 -0.237572 -0.0475061 -0.12283 -0.221019 0.0871884 -0.127924
internal_weight=0 969 806 298 508 117 102668 220 487 183 163 102448 3089 1526 828 786 99359 42 698 1563 71 1492 1466 678 45 163 99336 11043 88293 11013 88260 46 348 117 96 328 139 181
internal_count=103637 969 806 298 508 117 102668 220 487 183 163 102448 3089 1526 828 786 99359 42 698 1563 71 1492 1466 678 45 163 99336 11043 88293 11013 88260 46 348 117 96 328 139 181
cat_boundaries=0 5 6 11 12 13 19 20 26 27
cat_threshold=1073741824 536870912 4096 134348800 262176 66 0 536870912 0 131072 262144 3336 2177 45138436 532 276889608 33554432 8388608 4352 1084 268436736 2156052642 130 107024674 1342701586 1064 200
is_linear=0
shrinkage=0.01


Tree=877
num_leaves=27
num_cat=5
split_feature=25 24 25 24 9 26 12 1 24 2 16 14 10 6 18 26 26 5 1 15 14 8 16 12 26 26
split_gain=136442 521925 158659 460754 297715 273040 121726 171989 104635 92760.5 72202.3 85229.3 332410 83450.7 68629 68036.7 67768.4 57443 30574.3 18284 91737.2 11229.8 10518.4 8180.82 2999.04 1955.85
threshold=0 1 2 3 80.578000000000017 2022.5000000000002 522.5150000000001 352.68673250000012 4 130.34875000000002 1107.6734000000001 678.01075000000003 88.107500000000016 1424.6500000000003 1129.6950200000003 2022.5000000000002 2022.5000000000002 54.009400000000007 10.302000000000001 86.994500000000002 920.44288200000017 5.423635 15.062500000000002 792.15000000000009 2022.5000000000002 2022.5000000000002
decision_type=9 1 9 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 4 5 8 -4 10 9 24 17 11 13 19 14 16 -1 -2 22 21 20 -13 -10 23 -8 -3 -5
right_child=6 2 3 25 -6 -7 7 -9 18 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.85758705185120365 0.0095578828404403599 0.14429094637593914 0.22567356931752172 -0.099472223835429932 1.069581807454427 1.191872271359977 0.028190257795478985 -0.85545271229099584 -0.20389859183074591 0.37209339459737145 -0.48867127863566084 1.0170159936987835 -0.68142986869812006 0.52047345715184368 0.58728261017799377 0.44890881705284119 -0.006722417839506418 -0.58929596388712524 -0.62154103565216068 0.92111069875955576 0.14191262198686599 -0.44842877703905104 -0.32059661846607923 -0.1548854979643455 0.050845730227309385 -0.16526574733409477
leaf_weight=83 51273 62 58 87 21 59 46 37 308 33 30 23 25 31 20 80 51001 32 20 20 25 20 20 52 77 94
leaf_count=83 51273 62 58 87 21 59 46 37 308 33 30 23 25 31 20 80 51001 32 20 20 25 20 20 52 77 94
internal_value=0 0.119954 0.0126749 0.192274 -0.0943587 0.656768 0.00133775 -0.233633 -0.146487 -0.10791 0.00184247 0.00198615 0.304577 0.00171113 0.00155392 0.619031 0.00143938 -0.213511 -0.235196 0.667079 0.561233 -0.218809 -0.111604 -0.068952 0.0863165 -0.126644
internal_weight=0 969 806 298 508 117 102668 220 487 183 102448 102418 93 102325 102294 163 102274 150 348 68 48 328 118 98 139 181
internal_count=103637 969 806 298 508 117 102668 220 487 183 102448 102418 93 102325 102294 163 102274 150 348 68 48 328 118 98 139 181
cat_boundaries=0 5 6 11 12 13
cat_threshold=1073741824 536870912 4096 134348800 262176 66 0 536870912 0 131072 262144 3336 2177
is_linear=0
shrinkage=0.01


Tree=878
num_leaves=26
num_cat=5
split_feature=25 4 14 4 8 1 25 2 12 9 2 14 4 10 5 2 26 25 2 25 2 12 25 26 14
split_gain=133726 147966 107983 123967 144278 116534 137488 99810.1 92510.6 151486 421662 83765.9 466408 207842 80278 69865.2 69318.9 373337 389503 303196 176704 171954 134463 735.906 494.72
threshold=0 1468.3681000000001 5.008 79.530000000000015 5.008 383.83325000000008 1 4.1470000000000011 522.5150000000001 553.21400000000006 440.02900000000005 678.01075000000003 53.89650000000001 4.4150000000000009 370.38000000000005 52.029000000000003 2022.5000000000002 2 440.02900000000005 3 1070.9310000000003 450.36346000000009 4 2022.5000000000002 920.44288200000017
decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 9 2 2
left_child=2 8 3 4 5 6 23 -8 11 10 14 16 13 24 15 -10 17 18 -2 21 -19 -18 -21 -1 -13
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15 -16 -17 19 20 -20 22 -22 -23 -24 -25 -26
leaf_value=-0.071689202525034676 0.10107300144467588 -0.60676249313354491 -0.60718738079071044 0.76788653461138412 -0.49709826460561241 0.82759192148844407 0.22932885365409625 -0.3440525804460049 -0.16592154483164639 0.52821220703125005 -1.6367925716581802 1.1469662139529273 -0.80924130404437034 -0.10627375125885009 -0.73135158836841585 0.36616051596979943 -0.080501862426539963 0.0038836115286367528 0.75606030454026896 0.037174422959710567 -0.93626763796806334 0.66636033504239978 -0.0064000820020379528 -0.10716211098691691 1.0817084237660926
leaf_weight=119 2660 40 20 30 37 24 592 32 121 25 21 21 27 20 20 31 5524 48499 94 8763 20 31 36725 115 26
leaf_count=119 2660 40 20 30 37 24 592 32 121 25 21 21 27 20 20 31 5524 48499 94 8763 20 31 36725 115 26
internal_value=0 0.00132437 0.118755 0.135305 0.114655 0.140318 0.121094 0.196771 0.00156151 -0.20422 -0.299094 0.00199956 0.30038 0.747541 -0.135771 -0.0574048 0.00172543 0.00993797 0.122983 -0.00652413 0.00349535 -0.0761968 0.00200062 -0.0854699 1.11087
internal_weight=0 102668 969 949 919 882 858 624 102628 218 193 102410 94 67 172 152 102316 51273 2754 51043 48519 5555 45488 234 47
internal_count=103637 102668 969 949 919 882 858 624 102628 218 193 102410 94 67 172 152 102316 51273 2754 51043 48519 5555 45488 234 47
cat_boundaries=0 5 10 15 20 26
cat_threshold=1073741824 536870912 4096 134348800 262176 0 0 0 0 262144 1081344 130 0 33554432 16 68206720 2 656 35684864 17424 541065216 2160246816 816316422 336666914 1426587650 1280
is_linear=0
shrinkage=0.01


Tree=879
num_leaves=28
num_cat=5
split_feature=25 4 6 4 1 25 9 2 12 9 2 0 25 6 18 15 25 11 5 12 2 25 2 2 0 0 26
split_gain=131065 145021 116456 139848 115736 112591 93237.9 99845.2 90669.7 148472 413271 82916.8 262200 204110 196538 249491 112145 80479.5 78680.4 78603.2 68474.9 61471.3 286646 101860 27249.1 17589.8 967.268
threshold=0 1468.3681000000001 371.41875000000005 79.530000000000015 383.83325000000008 1 4.9995000000000003 4.1470000000000011 522.5150000000001 553.21400000000006 440.02900000000005 104.42500000000001 2 1424.6500000000003 196.83723500000002 248.95175000000003 3 272.81695000000008 370.38000000000005 8.1130000000000013 52.029000000000003 4 883.10000000000014 542.8678000000001 297.71250000000003 26.339000000000002 2022.5000000000002
decision_type=9 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 9 2 2 2 2 2
left_child=2 8 3 4 5 26 7 -7 11 10 18 13 14 21 15 -13 24 -18 20 -16 -10 22 -2 -23 -14 -3 -1
right_child=1 25 -4 -5 -6 6 -8 -9 9 -11 -12 12 16 -15 19 -17 17 -19 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=-0.071266518039863655 0.019746357315319027 -0.39099406623840333 -0.55487005649805077 0.82030103001101273 0.80021461645762137 0.22252628854379133 -0.3987048719610487 -0.32002075334390007 -0.16426233277094265 0.52293003997802734 -1.6204246402922133 0.13513110236886627 -0.16792801904284266 0.96349822781302707 -0.89415845418753837 0.85258673841953281 0.0027292131652911274 -0.55989054276393013 -0.72403807520866392 -0.13261749706936604 0.36249890804290774 -0.0021553309909420411 0.99856368104616811 -0.258731736308144 -0.39626661165900851 -0.81039567708969118 -0.11141905235357522
leaf_weight=119 11046 20 25 29 24 587 28 36 121 25 21 1583 121 22 23 50 1149 26 20 33 31 88080 30 155 92 20 121
leaf_count=119 11046 20 25 29 24 587 28 36 121 25 21 1583 121 22 23 50 1149 26 20 33 31 88080 30 155 92 20 121
internal_value=0 0.00131116 0.117567 0.136621 0.114952 0.0964939 0.163296 0.191175 0.00154593 -0.202178 -0.296103 0.00197959 0.0531046 0.000395912 0.136315 0.157099 -0.0487819 -0.00963822 -0.134413 -0.445393 -0.0568308 0.00018256 0.0223773 -0.00260576 -0.2546 -0.600695 -0.0878497
internal_weight=0 102668 969 944 915 891 651 623 102628 218 193 102410 3077 99333 1689 1633 1388 1175 172 56 152 99311 11076 88235 213 40 240
internal_count=103637 102668 969 944 915 891 651 623 102628 218 193 102410 3077 99333 1689 1633 1388 1175 172 56 152 99311 11076 88235 213 40 240
cat_boundaries=0 5 10 16 22 28
cat_threshold=1073741824 536870912 4096 134348800 262176 0 0 0 0 262144 45138436 16916 276890120 33554432 8388608 4096 67108992 128 256 69206018 0 8192 268436736 2156052642 130 375460130 1342701586 1064
is_linear=0
shrinkage=0.01


Tree=880
num_leaves=36
num_cat=2
split_feature=1 5 9 3 1 2 1 16 14 9 11 4 6 7 25 4 6 4 7 2 3 4 25 2 2 3 1 4 10 6 11 3 3 6 6
split_gain=163851 335156 552924 794531 222541 218048 197285 174008 303618 294739 147666 140434 170208 242254 128031 124608 105618 713784 358988 99681 96022.8 205648 97645 242499 105935 64446.7 145970 59935.2 54030.5 44308.7 36522.5 57448.1 25454.1 4212.29 544.113
threshold=273.76200000000006 302.32450000000006 367.7580000000001 20.978000000000005 262.64538500000009 658.86750000000018 469.21250000000003 15.588750000000003 10.739375000000001 149.53189650000004 1092.2834 216.15000000000003 483.06600000000009 148.37805150000003 0 4.3062000000000014 665.85000000000014 4.402000000000001 6.6365000000000007 61.220000000000006 888.10000000000014 60.364000000000011 1 1070.9310000000003 749.57248000000016 61.3401 335.00670000000008 165.05000000000004 7.9202500000000011 1054.5000000000002 28.666615500000002 186.72000000000003 1449.0631000000001 763.68025000000011 1424.6500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 10 11 14 8 9 -8 16 19 13 -13 25 -6 20 29 -19 -3 22 32 23 -1 -24 27 -27 -2 -12 33 31 -16 -22 -18 -31
right_child=1 5 3 -5 15 -7 7 -9 -10 -11 28 12 -14 -15 30 -17 17 18 -20 -21 21 -23 24 -25 -26 26 -28 -29 -30 34 -32 -33 -34 -35 -36
leaf_value=0.023272017521619635 -0.47627223447311756 -0.27512173385620114 2.3378488300157629 -0.15097556114196778 0.27744967065538678 -1.3966362241598276 -0.031113153217155812 -0.72623477176383688 1.3039385409355162 1.1890106187547955 -0.27552704168904213 -0.46006849895824081 -0.83065994930267339 1.0239484526894309 -0.077548805491639936 1.2669262475967409 0.066643504743222837 2.0745442203521729 0.45202205212910967 -1.1178715670108796 0.16117094258467357 1.0019186890920004 -0.0030500053001239306 1.0090339151382446 -0.36710910834372046 -0.82335173254013061 0.109437757099376 -1.0646066989898681 -0.94219377589225772 -0.4631048032912341 0.27718333673477175 -0.63754243469238281 -0.21037298066275462 -0.091349254184299053 -0.39491614923477175
leaf_weight=14009 129 25 23 29 35 26 346 27 20 21 31 22 20 22 218 20 27 25 30 32 54 30 88101 25 80 25 51 20 20 22 25 20 28 45 25
leaf_count=14009 129 25 23 29 35 26 346 27 20 21 31 22 20 22 218 20 27 25 30 32 54 30 88101 25 80 25 51 20 20 22 25 20 28 45 25
internal_value=0 -0.121312 -0.0528238 0.949851 0.00133278 -0.565784 -0.110628 0.0499384 0.10409 0.0387032 0.000991723 -0.387254 -0.0657475 0.28194 -0.246846 0.637259 0.00125939 0.247424 1.18953 -0.748244 0.000840801 0.293485 0.000520142 0.0250102 -0.00337991 -0.415888 -0.197401 -0.555243 -0.536965 -0.188005 -0.0832487 -0.124607 0.0343023 -0.032102 -0.426834
internal_weight=0 1101 954 52 102607 147 902 414 387 367 102552 121 64 44 488 55 102501 174 55 57 102327 112 102215 14034 88181 225 76 149 51 119 263 238 82 72 47
internal_count=103708 1101 954 52 102607 147 902 414 387 367 102552 121 64 44 488 55 102501 174 55 57 102327 112 102215 14034 88181 225 76 149 51 119 263 238 82 72 47
cat_boundaries=0 6 12
cat_threshold=1081344 16384 544 33554432 0 256 9470208 12583042 16781650 236134952 536887474 8224
is_linear=0
shrinkage=0.01


Tree=881
num_leaves=34
num_cat=0
split_feature=1 5 9 8 1 12 1 16 14 9 11 4 4 6 6 4 8 3 5 9 3 9 2 2 3 8 15 4 10 6 6 26 6
split_gain=160590 328486 541920 842123 218112 213954 193359 170546 297576 288873 144728 122128 117915 109299 103516 699580 502248 94111.9 204060 94320.8 185033 90137.9 84754.4 74345.5 61138.4 58174.2 84925.4 77987.1 52955.3 46441.7 43426.9 12744.4 533.285
threshold=273.76200000000006 302.32450000000006 367.7580000000001 52.741000000000007 262.64538500000009 564.6037500000001 469.21250000000003 15.588750000000003 10.739375000000001 149.53189650000004 1092.2834 4.3062000000000014 371.41875000000005 264.52500000000003 665.85000000000014 4.402000000000001 16.910250000000001 888.10000000000014 56.02300000000001 367.7580000000001 233.37814 166.71600000000004 227.56250000000003 156.31250000000003 1449.0631000000001 13.726000000000003 1.2179999999999993 137.69150000000005 7.9202500000000011 288.21750000000009 1054.5000000000002 2022.5000000000002 1424.6500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 10 12 21 8 9 -8 14 -6 23 -14 17 30 -17 19 24 22 -21 25 -1 -3 -19 27 -27 -2 -12 -25 31 -16 -32
right_child=1 5 3 -5 11 -7 7 -9 -10 -11 28 -13 13 -15 15 16 -18 18 -20 20 -22 -23 -24 29 -26 26 -28 -29 -30 -31 32 -33 -34
leaf_value=0.00020645178263472755 -0.21015239422890677 -0.25557560313831679 2.2628589828491212 -0.28419117962872542 0.27467516231536865 -1.4695068922909824 -0.030802021133417342 -0.71897242546081541 1.2908991301059722 1.1771204834892637 -0.27277176983894841 1.2542570009231568 0.56471673250198362 -0.44608045971911886 0.17555214064461844 2.2636952447891234 0.33681736069340856 0.27085272425605406 1.2060300378799438 -0.074173417158328508 -0.74264835519993555 -0.85546889512435242 0.092907802128835204 -1.1591471488659197 -0.2790608685811361 -0.15689013447364172 0.59555206185579301 -0.63353626980781552 -0.93277182674407955 -0.54226630024288014 -0.45847375677390534 -0.11715339324053597 -0.39096696920394897
leaf_weight=100824 335 33 25 27 35 22 346 27 20 21 31 20 20 23 21 24 31 62 20 348 47 23 996 26 30 60 20 50 20 23 22 51 25
leaf_count=100824 335 33 25 27 35 22 346 27 20 21 31 20 20 23 21 24 31 62 20 348 47 23 996 26 30 60 20 50 20 23 22 51 25
internal_value=0 -0.120099 -0.0522955 0.940352 0.00131945 -0.560127 -0.109521 0.049439 0.103049 0.0383162 0.000981806 0.630887 -0.400076 0.0240578 0.00124679 0.244949 1.17764 0.000832393 0.29055 0.000514941 -0.153713 -0.244377 0.00111325 -0.622487 0.0915331 -0.214151 0.0312204 -0.265137 -0.531595 -0.869591 -0.186125 -0.0317809 -0.422566
internal_weight=0 1101 954 52 102607 147 902 414 387 367 102552 55 125 43 102501 174 55 102327 112 102215 395 488 101820 82 92 465 80 385 51 49 119 72 47
internal_count=103708 1101 954 52 102607 147 902 414 387 367 102552 55 125 43 102501 174 55 102327 112 102215 395 488 101820 82 92 465 80 385 51 49 119 72 47
is_linear=0
shrinkage=0.01


Tree=882
num_leaves=35
num_cat=3
split_feature=1 5 9 3 24 1 3 1 1 2 0 2 7 2 11 1 3 7 25 2 0 24 3 9 5 0 1 10 0 10 1 0 26 5
split_gain=157394 321949 531136 772529 281875 417568 412204 513189 213772 212649 204476 188632 151397 246705 141847 140011 112948 103713 102821 335251 254361 701934 233232 154064 148671 129279 94563.8 151876 54501.6 51901.5 22801.7 20372.1 13286.4 545.707
threshold=273.76200000000006 302.32450000000006 367.7580000000001 20.978000000000005 0 469.21250000000003 8.0730000000000022 884.13250000000005 262.64538500000009 658.86750000000018 72.999000000000009 440.02900000000005 152.16750000000005 66.795000000000016 1092.2834 438.42500000000007 354.51980000000003 421.77600000000007 1 1070.9310000000003 367.42525000000006 2 888.10000000000014 367.7580000000001 1083.8250000000003 367.42525000000006 661.33164000000011 38.657500000000006 7.8769000000000009 7.9202500000000011 365.02500000000003 5.8604000000000012 2022.5000000000002 1449.0631000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 5 30 7 -7 14 17 -10 12 16 -14 18 -13 -6 26 19 20 23 -22 24 -1 25 -20 27 -3 32 -16 31 -2 -24 -26
right_child=1 9 3 -5 11 6 -8 -9 10 -11 -12 15 13 -15 29 -17 -18 -19 22 -21 21 -23 28 -25 33 -27 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.022940597176832136 -0.20976520454182346 0.053988894927196017 2.2995937082041866 -0.1545285386052625 -0.1531531511496842 2.3172111236132107 -0.083302065695033359 0.28938131968180342 0.16366335105895996 -1.3750267373598539 1.4311782903671264 -0.23071959177652995 -0.17131001949310304 1.2444850286841393 -0.27004405396599923 -1.1816348415240645 -0.70246481949090966 0.14323729251993114 -0.0026173943144618696 1.1615512662667495 0.83193234067974675 -0.26239837161132268 0.19681392936479478 -0.29522879916352113 0.61797813498455545 -0.19224135430896053 -1.0978934296317722 -0.89241435623168941 0.99503795896257674 -0.92344411373138424 -0.0028182287569399234 -0.61198179745674131 0.52477199967702226 0.54655560159683225
leaf_weight=12944 34 39 23 29 583 26 34 24 35 26 20 30 32 20 31 32 40 29 88677 26 122 102 21 154 23 361 23 30 21 20 27 20 30 20
leaf_count=12944 34 39 23 29 583 26 34 24 35 26 20 30 32 20 31 32 40 29 88677 26 122 102 21 154 23 361 23 30 21 20 27 20 30 20
internal_value=0 -0.118898 -0.0517726 0.930949 -0.108426 0.256644 0.766195 1.34385 0.00130626 -0.554525 0.624578 -0.191048 -0.145154 0.373227 0.000971987 -0.721515 -0.188422 -0.378219 0.00123432 0.0271077 0.024914 0.359047 -0.00264219 0.0191997 -0.00310231 -0.00338621 -0.542591 -0.357491 0.566278 -0.526279 -0.240096 -0.358734 0.38973 0.584758
internal_weight=0 1101 954 52 902 165 84 50 102607 147 55 737 675 52 102552 62 623 121 102501 13348 13322 224 89153 13098 89081 89038 92 69 72 51 81 54 51 43
internal_count=103708 1101 954 52 902 165 84 50 102607 147 55 737 675 52 102552 62 623 121 102501 13348 13322 224 89153 13098 89081 89038 92 69 72 51 81 54 51 43
cat_boundaries=0 1 7 8
cat_threshold=259 8421632 12845186 16781650 236134952 536887474 8224 2614
is_linear=0
shrinkage=0.01


Tree=883
num_leaves=37
num_cat=1
split_feature=1 5 24 1 7 0 1 2 0 10 10 2 11 1 5 13 7 6 0 7 1 6 3 5 3 3 2 11 3 6 10 1 3 6 6 26
split_gain=154264 315542 368916 462973 527055 615938 209517 208418 200407 172020 281654 186261 139025 138423 129472 123223 101649 101168 560514 495775 117979 93445 89940.5 199421 69956.5 69060.1 66409.4 62249.1 59873.2 53958 50868.7 47836.6 38026.5 32848.7 28300 2331.77
threshold=273.76200000000006 302.32450000000006 0 383.83325000000008 8.0632500000000018 6.6497500000000009 262.64538500000009 658.86750000000018 72.999000000000009 177.46054150000003 451.48500000000007 440.02900000000005 1092.2834 438.42500000000007 94.270000000000024 230.20150000000004 421.77600000000007 665.85000000000014 22.151894000000002 63.095750000000002 31.604000000000003 189.19640000000001 888.10000000000014 56.02300000000001 670.0675 130.27000000000001 227.56250000000003 2.1650000000000005 1449.0631000000001 23.055000000000003 7.9202500000000011 756.19086000000004 57.923500000000011 27.535980000000006 1054.5000000000002 2022.5000000000002
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 33 5 31 12 16 -8 11 -11 14 17 -13 15 -4 21 22 20 -20 34 32 24 28 26 -16 -1 -6 -24 -26 -14 -5 -3 35 -19 -2
right_child=1 7 9 4 27 -7 8 -9 -10 10 -12 13 30 -15 25 -17 -18 18 19 -21 -22 -23 23 -25 29 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37
leaf_value=-7.6157241233240031e-05 -0.23172635360197588 -0.014102702822004045 -0.12044413223889022 0.36884478187561037 0.28221524888818916 2.7219447193826949 0.16202671882084438 -1.361276490871723 1.4168665180206299 1.0347579332987469 -0.47522647494361514 -0.24285689945878655 -0.26734361075585888 -1.2199135576856548 -0.32996912661653299 0.61115673422813421 0.14180493321912044 -0.071907752147619283 2.3911801052093504 0.19124620528448197 0.63496510028839115 -0.91708291800398567 0.26474961555773213 1.1890521850585938 -0.1457704197975897 -0.98804903424952351 0.080705906745510231 -0.46182712886644445 -0.27944417190551757 -0.74311387634277337 -0.91420968770980837 0.9938774486382802 -0.54520004565899183 -0.6428052688241005 -0.39645762611519209 -0.089196952978769936
leaf_weight=101105 22 28 565 25 22 21 35 26 20 30 21 29 31 29 52 24 29 69 20 21 20 38 62 20 62 23 1028 23 30 20 20 24 26 20 44 24
leaf_count=101105 22 28 565 25 22 21 35 26 20 30 21 29 31 29 52 24 29 69 20 21 20 38 62 20 62 23 1028 23 30 20 20 24 26 20 44 24
internal_value=0 -0.117709 -0.0512549 0.34412 0.746276 1.28907 0.00129375 -0.54898 0.618332 -0.146391 0.413 -0.187932 0.000962823 -0.731385 -0.140462 -0.0906336 -0.374437 0.00122254 0.242145 1.26438 -0.072981 -0.537166 0.000812864 0.284037 0.000502527 -0.53178 0.000736939 -0.0980731 0.0872951 -0.291464 -0.521017 0.674983 -0.269816 -0.304467 -0.198281 -0.157363
internal_weight=0 1101 954 181 115 70 102607 147 55 773 51 722 102552 58 664 589 121 102501 174 41 133 92 102327 112 102215 75 102133 45 92 82 51 49 54 66 113 46
internal_count=103708 1101 954 181 115 70 102607 147 55 773 51 722 102552 58 664 589 121 102501 174 41 133 92 102327 112 102215 75 102133 45 92 82 51 49 54 66 113 46
cat_boundaries=0 1
cat_threshold=259
is_linear=0
shrinkage=0.01


Tree=884
num_leaves=36
num_cat=2
split_feature=1 5 9 8 24 1 6 1 12 1 2 7 2 11 1 4 4 3 6 25 2 6 4 3 8 5 2 4 2 6 3 4 5 1 11
split_gain=151194 309263 518662 816507 270023 401207 404961 256902 207996 205348 181526 148253 241686 136258 134832 117397 114930 110055 106523 100716 347781 214704 945186 193474 173808 138720 79482.1 76138.6 71205.5 45826.4 44236 32293.7 1354.08 1200.66 270.505
threshold=273.76200000000006 302.32450000000006 367.7580000000001 52.741000000000007 0 469.21250000000003 108.75750000000001 884.13250000000005 564.6037500000001 262.64538500000009 440.02900000000005 152.16750000000005 66.795000000000016 1092.2834 438.42500000000007 4.3062000000000014 371.41875000000005 354.51980000000003 264.52500000000003 1 1070.9310000000003 665.85000000000014 4.402000000000001 888.10000000000014 19.646625000000004 1083.8250000000003 472.9221300000001 60.364000000000011 156.31250000000003 288.21750000000009 1449.0631000000001 6.179850000000001 1449.0631000000001 315.7462000000001 1439.8675000000001
decision_type=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 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 5 31 7 -7 16 13 11 17 -13 19 -12 -11 28 -6 -18 20 21 24 -23 25 -1 26 -21 30 -3 -30 -25 33 -27 -2 -15
right_child=1 8 3 -5 10 6 -8 -9 -10 15 14 12 -14 34 -16 -17 18 -19 -20 23 -22 22 -24 27 -26 32 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=0.038278862017639477 -0.31753843024924949 -0.24618178280917083 2.2226071922302246 -0.28540511555141873 -0.1505668338597792 1.6622391725841323 -0.49203037643432618 0.37222312553570824 -1.4401176600022749 0.26290612248011996 -0.22633225536346438 -0.16856449067592622 1.2327553119361401 -0.49039567937021672 -1.1594939729478211 1.2233234033584595 0.56679271745681759 -0.69279831832647321 -0.43108218576597135 -0.0021975030112176999 1.210101218509674 -0.21586454913971273 2.2955755138397218 0.53766882372088731 -0.1139978778108174 0.61199038588482402 -0.19469217920303344 0.99826528375799006 -1.1347227588066688 -0.52194163778553837 -0.044834779826077552 0.071362107396125793 0.50092578433808821 -0.40945718415578208 -0.53667953309070859
leaf_weight=8613 27 33 25 27 583 38 20 26 22 35 30 32 20 23 32 20 20 40 23 92638 25 47 22 32 821 23 215 22 26 23 22 24 21 30 28
leaf_count=8613 27 33 25 27 583 38 20 26 22 35 30 32 20 23 32 20 20 40 23 92638 25 47 22 32 821 23 215 22 26 23 22 24 21 30 28
internal_value=0 -0.116532 -0.0507423 0.92037 -0.106727 0.250616 0.750027 1.13817 -0.54349 0.00128081 -0.187584 -0.142565 0.370405 0.000953195 -0.707964 0.612149 -0.385684 -0.185381 0.0330457 0.00121031 0.032157 0.0290919 0.584884 -0.00196439 0.0250269 -0.00237721 -0.00264322 0.50238 -0.605262 -0.847091 0.300353 -0.236353 0.558982 -0.365917 -0.515806
internal_weight=0 1101 954 52 902 165 84 64 147 102607 737 675 52 102552 62 55 125 623 43 102501 9528 9503 69 92973 9434 92897 92853 76 82 49 54 81 44 57 51
internal_count=103708 1101 954 52 902 165 84 64 147 102607 737 675 52 102552 62 55 125 623 43 102501 9528 9503 69 92973 9434 92897 92853 76 82 49 54 81 44 57 51
cat_boundaries=0 1 7
cat_threshold=259 8421632 12845186 16781650 236134952 536887474 32
is_linear=0
shrinkage=0.01


Tree=885
num_leaves=23
num_cat=3
split_feature=2 22 22 25 24 7 2 13 8 13 8 10 3 6 8 3 1 25 26 26 26 26
split_gain=160497 155324 341363 138813 146383 130218 154188 112930 179868 118811 271177 508694 191096 115788 81250.4 135425 73887.4 27079.4 31946.8 6131.57 2299.16 0.617126
threshold=1070.9310000000003 521.77697000000012 611.39525000000015 0 1 119.8135 1439.8675000000001 431.15675000000005 522.5150000000001 278.25000000000006 11.043000000000001 173.18724 1449.0631000000001 194.48100000000002 282.78975000000008 365.67550000000006 756.19086000000004 2 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 3 -3 4 20 6 -2 9 14 12 11 -11 16 -12 15 -9 -5 18 -6 -19 -1 -8
right_child=5 2 -4 7 17 -7 21 8 -10 10 13 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=-0.31589076594700888 -1.0559427271662531 1.561277353286743 -0.1915112378835678 0.0014087271354279519 0.16644833630528943 0.30212627229236422 -0.17671506249904631 -0.0983378756490942 -1.0307604584594567 0.22935826277775731 0.01084460051554554 1.8348742943224698 -0.68180945000997395 -0.80390016042269197 0.42909990583856905 -0.90966730781223459 -0.19098642354309558 -0.23400687847137452 -0.06824446424328047 -0.078911405893472536 -0.37666876476954642 -0.17431323212126029
leaf_weight=126 37 20 25 102311 116 21 20 195 24 139 53 23 41 26 24 23 200 50 116 52 123 23
leaf_count=126 37 20 25 102311 116 21 20 195 24 139 53 23 41 26 24 23 200 50 116 52 123 23
internal_value=0 0.000126228 0.587506 -0.000128805 -0.152689 -0.3987 -0.582667 0.000748964 -0.20503 0.00128154 0.223055 0.457302 0.000760364 -0.257299 -0.12314 -0.183937 0.00103336 -0.0128258 0.0470729 -0.141105 -0.332558 -0.17543
internal_weight=0 103687 45 103642 583 101 80 103059 266 102793 241 162 102552 79 242 218 102511 334 232 102 249 43
internal_count=103788 103687 45 103642 583 101 80 103059 266 102793 241 162 102552 79 242 218 102511 334 232 102 249 43
cat_boundaries=0 5 6 10
cat_threshold=0 2 0 138543106 1073741824 110 0 2 0 134217730
is_linear=0
shrinkage=0.01


Tree=886
num_leaves=21
num_cat=2
split_feature=2 22 22 25 7 2 13 8 13 8 10 3 0 8 3 1 25 2 4 0
split_gain=157303 152233 334570 136050 127627 151120 110682 176289 116446 265780 498571 187293 86492.8 79633.5 132731 72417 41317.4 40108.3 26606.5 25205.3
threshold=1070.9310000000003 521.77697000000012 611.39525000000015 0 119.8135 1439.8675000000001 431.15675000000005 522.5150000000001 278.25000000000006 11.043000000000001 173.18724 1449.0631000000001 68.077500000000015 282.78975000000008 365.67550000000006 756.19086000000004 1 55.44250000000001 360.15000000000003 354.51980000000003
decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2
left_child=1 3 -3 16 5 -2 8 13 11 10 -10 15 -11 14 -8 -5 -1 18 19 -18
right_child=4 2 -4 6 -6 -7 7 -9 9 12 -12 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.30656377247884764 -1.0453833223677971 1.5456645708084107 -0.1895961300134659 0.0013946399280745916 0.29910499391101658 -0.17367604549541032 -0.097354498223234442 -1.0204528513550759 0.22706467837309668 -0.01629863257591541 1.8165255817123083 -0.67499135459341664 -0.71392017807121633 0.42480889916419984 -0.90057063517363178 -0.18907656644880771 -0.08125906567034194 -0.50951493905938194 -0.43700606918334961 0.28275489330291748
leaf_weight=131 37 20 25 102311 21 43 195 24 139 52 23 41 27 24 23 200 389 23 20 20
leaf_count=131 37 20 25 102311 21 43 195 24 139 52 23 41 27 24 23 200 389 23 20 20
internal_value=0 0.000124965 0.581631 -0.000127517 -0.394713 -0.576841 0.000741475 -0.20298 0.00126872 0.220825 0.452729 0.00075276 -0.254726 -0.121908 -0.182097 0.00102303 -0.151162 -0.100462 -0.0808737 -0.0634589
internal_weight=0 103687 45 103642 101 80 103059 266 102793 241 162 102552 79 242 218 102511 583 452 429 409
internal_count=103788 103687 45 103642 101 80 103059 266 102793 241 162 102552 79 242 218 102511 583 452 429 409
cat_boundaries=0 5 9
cat_threshold=0 2 0 138543106 1073741824 0 0 0 131072
is_linear=0
shrinkage=0.01


Tree=887
num_leaves=23
num_cat=4
split_feature=2 22 22 25 24 7 2 1 2 2 9 1 2 8 4 7 6 5 6 25 0 25
split_gain=154172 149204 327912 133435 143513 125087 148113 93224.3 260602 694149 136197 107718 100500 74390.8 212869 83488.8 137139 119492 71960 26130.7 9944.74 1364.53
threshold=1070.9310000000003 521.77697000000012 611.39525000000015 0 1 119.8135 1439.8675000000001 596.10500000000013 169.99800000000002 61.220000000000006 27.223000000000003 884.13250000000005 440.02900000000005 796.15000000000009 371.41875000000005 615.99125000000015 207.31054000000003 392.81250000000006 36.616000000000007 2 26.032500000000002 3
decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9
left_child=1 3 -3 4 20 6 -2 13 9 10 -9 12 -10 15 18 17 -17 -5 -15 21 -1 -6
right_child=5 2 -4 7 19 -7 -8 8 11 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.32225593033836397 -1.0349294863198255 1.5302079429626465 -0.18770016956329347 0.0012423415001264512 0.069260156826234195 0.2961139706202916 -0.1719392953362576 -0.068597481666093182 -0.67205107055604463 1.742798599061512 -0.84079003911751971 -1.0197328002024919 0.23158711290359499 -0.563690013114999 0.66662875695662072 -0.055723039901334481 -0.66837204277515416 0.16055282490008982 0.0018936764040300925 -0.13731662230832237 -0.55477771663665776 0.015120724417946556
leaf_weight=229 37 20 25 101924 132 21 43 188 32 21 26 39 20 82 22 153 48 473 31 102 20 100
leaf_count=229 37 20 25 101924 132 21 43 188 32 21 26 39 20 82 22 153 48 473 31 102 20 100
internal_value=0 0.00012342 0.575815 -0.000126537 -0.149702 -0.390766 -0.571072 0.00073406 -0.168103 0.00783789 -0.162415 -0.622456 -0.324498 0.0012699 -0.233319 0.00157857 -0.202027 0.00197824 -0.40853 -0.0112827 -0.327769 0.0475133
internal_weight=0 103687 45 103642 583 101 80 103059 326 235 214 91 52 102733 135 102598 201 102397 113 334 249 232
internal_count=103788 103687 45 103642 583 101 80 103059 326 235 214 91 52 102733 135 102598 201 102397 113 334 249 232
cat_boundaries=0 5 6 10 14
cat_threshold=0 2 0 138543106 1073741824 110 0 2 0 134217730 0 0 0 2
is_linear=0
shrinkage=0.01


Tree=888
num_leaves=23
num_cat=2
split_feature=2 22 22 25 7 2 13 8 13 8 5 3 12 5 5 17 25 2 4 26 26 26
split_gain=151104 146235 321387 130795 122598 145165 108436 172422 114184 260225 495427 183385 114264 79647.6 63525.9 57578.4 42077.4 38306.1 25048.1 18751 1334.4 0.604834
threshold=1070.9310000000003 521.77697000000012 611.39525000000015 0 119.8135 1439.8675000000001 431.15675000000005 522.5150000000001 278.25000000000006 11.043000000000001 89.420000000000016 1449.0631000000001 31.596500000000002 370.38000000000005 1449.0631000000001 166.33925000000002 1 55.44250000000001 152.04240000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=1 3 -3 16 5 -2 8 13 11 10 -10 14 -11 15 -5 -8 17 18 19 -1 -18 -7
right_child=4 2 -4 6 -6 21 7 -9 9 12 -12 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 -23
leaf_value=0.019773422910280877 -1.0245801790662714 1.5149058380126954 -0.18582316653952002 0.00083649940815979599 0.29315281822567896 -0.17149173629283904 -0.12515029586114301 -1.0093761316935221 0.24058828305190719 0.24748255754339282 1.9216675701141359 -0.66791843088661751 -0.54153167090341447 -0.69443127588792286 0.3685640663796283 0.36026283136435916 -0.32435468946594787 -0.50621805281866172 -0.41247482347488401 -0.12267895184415679 -0.26861390170086635 -0.16911394647929978
leaf_weight=191 37 20 25 102464 21 20 192 24 142 29 20 41 50 22 47 28 83 21 20 179 89 23
leaf_count=191 37 20 25 102464 21 20 192 24 142 29 20 41 50 22 47 28 83 21 20 179 89 23
internal_value=0 0.000122135 0.570056 -0.000125323 -0.386859 -0.565362 0.000726719 -0.200917 0.00124859 0.218661 0.448129 0.000737664 -0.251894 -0.12074 0.0010051 -0.0633704 -0.148214 -0.0880354 -0.0677751 -0.0491427 -0.279275 -0.17022
internal_weight=0 103687 45 103642 101 80 103059 266 102793 241 162 102552 79 242 102511 220 583 411 390 370 172 43
internal_count=103788 103687 45 103642 101 80 103059 266 102793 241 162 102552 79 242 102511 220 583 411 390 370 172 43
cat_boundaries=0 5 10
cat_threshold=0 2 0 138543106 1073741824 0 2 0 2 1073741824
is_linear=0
shrinkage=0.01


Tree=889
num_leaves=18
num_cat=2
split_feature=25 22 22 19 13 6 16 3 18 17 14 25 11 0 6 4 3
split_gain=139770 134976 337920 112694 102928 187679 102505 198537 74165 56703.2 85438.7 36889.1 15858.3 14713.9 13239.9 11080.8 6461.01
threshold=0 521.77697000000012 674.74319250000019 958.81500000000017 431.15675000000005 521.79500000000019 1107.6734000000001 1449.0631000000001 1129.6950200000003 166.33925000000002 365.50250000000005 1 26.138750000000005 172.78900000000002 55.50500000000001 25.517800000000005 25.500607500000005
decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=11 3 -3 4 6 9 7 8 -2 10 -6 12 13 14 15 16 -1
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.059730460831795583 0.001053470791612522 1.5114348683357239 -0.26587089339838083 -0.68476480767130854 -0.085840776506098906 -0.93976729440689089 0.5500579222510843 -0.686506151244754 0.61006689691543581 0.28399635495561543 -0.69845660943251386 -0.27648239149497106 -0.37319494140148168 0.17971454524993896 -0.3489989349842072 -0.30748597235906694 -0.24504966533184053
leaf_weight=317 102763 20 23 24 183 30 34 42 20 33 26 172 20 20 20 21 20
leaf_count=317 102763 20 23 24 183 30 34 42 20 33 26 172 20 20 20 21 20
internal_value=0 0.000632871 0.560783 0.000399434 0.000558881 -0.193713 0.00107261 0.000891086 0.00117198 -0.101227 -0.162051 -0.152437 -0.096127 -0.0846192 -0.0986051 -0.0846166 -0.0707286
internal_weight=0 103198 43 103155 103131 272 102859 102825 102783 242 209 590 418 398 378 358 337
internal_count=103788 103198 43 103155 103131 272 102859 102825 102783 242 209 590 418 398 378 358 337
cat_boundaries=0 5 10
cat_threshold=0 2 0 138543106 1073741824 0 2 0 2 1073741824
is_linear=0
shrinkage=0.01


Tree=890
num_leaves=24
num_cat=4
split_feature=1 2 7 1 0 3 2 25 3 9 2 10 0 0 24 0 15 1 25 24 16 3 0
split_gain=195799 160122 683675 189409 321685 122516 108769 92731.3 126338 274179 92163 89000.3 97040.6 110744 83817.2 76882.8 495405 174175 93626.4 470103 83566.6 74592.6 36719.2
threshold=1439.8675000000001 883.10000000000014 394.58800000000002 469.21250000000003 273.37500000000006 86.176192500000013 10.852000000000002 0 1077.3535000000002 25.120000000000001 1439.8675000000001 675.38900000000001 883.10000000000014 367.42525000000006 1 658.11750000000018 36.721200000000003 352.68673250000012 2 3 196.83723500000002 1449.0631000000001 538.27200000000016
decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 9 1 2 2 2
left_child=1 7 3 4 5 10 -2 11 15 21 -3 12 13 14 -1 18 17 -17 19 -9 -20 -10 -15
right_child=6 2 -4 -5 -6 -7 -8 8 9 -11 -12 -13 -14 22 -16 16 -18 -19 20 -21 -22 -23 -24
leaf_value=0.028585621154846988 -0.18578733997960245 0.53968566167152532 2.0444551734924317 0.97834677886962895 -1.2327423491477967 -0.5161789097569206 -1.0628330684625187 0.30369456364011854 0.40322338741559249 -0.55769005253201442 -0.17493421737964338 -0.62521593723170188 0.57192350692749028 -0.83088538776744503 -0.08262734643803625 -0.20039330203676486 1.3260180010795595 -1.0000657001137734 0.0013784272652954588 -0.11573589176606776 -0.12524148066112245 1.1470626160076687 -0.27578820338616006
leaf_weight=1008 31 59 20 20 20 22 26 527 26 21 26 27 25 22 2048 183 20 32 98575 526 524 28 26
leaf_count=1008 31 59 20 20 20 22 26 527 26 21 26 27 25 22 2048 183 20 32 98575 526 524 28 26
internal_value=0 0.000412358 0.309811 0.0738049 -0.0686427 0.148946 -0.585843 -8.62958e-05 0.00159286 0.411868 0.321096 -0.0533732 -0.0486094 -0.0536072 -0.0461214 0.0012865 -0.179378 -0.319414 0.00171041 0.0950607 0.000708835 0.788918 -0.530208
internal_weight=0 103785 167 147 127 107 57 103618 100462 75 85 3156 3129 3104 3056 100387 235 215 100152 1053 99099 54 48
internal_count=103842 103785 167 147 127 107 57 103618 100462 75 85 3156 3129 3104 3056 100387 235 215 100152 1053 99099 54 48
cat_boundaries=0 5 6 12 13
cat_threshold=1048832 536871042 528512 4227080 540704 197 1073741824 0 0 137494816 0 32 3672
is_linear=0
shrinkage=0.01


Tree=891
num_leaves=25
num_cat=2
split_feature=1 2 7 1 0 3 26 2 25 3 9 3 3 0 15 1 25 4 6 3 10 14 10 26
split_gain=191903 156936 670070 185640 315283 120078 158118 106604 90892.3 123824 268723 88586.6 202892 75353 485547 170709 91798 105798 82097.8 73108.2 72261.9 72381.4 12752.8 7663.64
threshold=1439.8675000000001 883.10000000000014 394.58800000000002 469.21250000000003 273.37500000000006 86.176192500000013 2022.5000000000002 10.852000000000002 0 1077.3535000000002 25.120000000000001 543.52500000000009 335.00670000000008 658.11750000000018 36.721200000000003 352.68673250000012 1 5.0070000000000006 1424.6500000000003 1449.0631000000001 206.34700000000004 365.50250000000005 796.68750000000011 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -3 -2 11 13 19 12 20 16 15 -15 17 -10 -18 -11 21 -1 -22 -13
right_child=7 2 -4 -5 -6 -7 -8 -9 9 10 -12 23 -14 14 -16 -17 18 -19 -20 -21 22 -23 -24 -25
leaf_value=-0.051819834093858319 -0.18392946243286132 0.79755060277487111 2.0240106887817384 0.96856329107284556 -1.2204149641990663 -0.51101712757890871 -0.069929645017106482 -1.0522047506845913 0.11832613126055018 0.39919110903373134 -0.55211315166382569 -0.62220813342928882 0.8011097008841378 -0.19838936764034418 1.3127578070163728 -0.99006505906581876 0.00056618730654774791 -0.33611044000696255 0.61151183085008098 1.1355919531413488 -0.28858270883560183 0.45019131847496691 -0.59039652727899095 -0.36949554713567095
leaf_weight=2986 31 38 20 20 20 22 47 26 999 26 21 20 28 183 20 32 99077 54 22 28 42 29 21 30
leaf_count=2986 31 38 20 20 20 22 47 26 999 26 21 20 28 183 20 32 99077 54 22 28 42 29 21 30
internal_value=0 0.000408364 0.306713 0.0730668 -0.0679563 0.147457 0.317885 -0.579985 -8.53038e-05 0.00157712 0.407749 -0.0528412 -0.0462866 0.00127382 -0.177584 -0.31622 0.0016935 0.0941278 0.000701747 0.781029 -0.0539952 -0.0469912 -0.389187 -0.470581
internal_weight=0 103785 167 147 127 107 85 57 103618 100462 75 3156 3106 100387 235 215 100152 1053 99099 54 3078 3015 63 50
internal_count=103842 103785 167 147 127 107 85 57 103618 100462 75 3156 3106 100387 235 215 100152 1053 99099 54 3078 3015 63 50
cat_boundaries=0 5 11
cat_threshold=1048832 536871042 528512 4227080 540704 1073741824 0 0 137494816 0 32
is_linear=0
shrinkage=0.01


Tree=892
num_leaves=25
num_cat=4
split_feature=1 2 16 1 1 26 2 25 24 5 16 1 3 3 16 4 25 25 14 26 4 16 26 26
split_gain=188084 153813 662383 252394 236376 132636 104483 89735.1 171720 73292.2 244525 236650 363803 201573 93160.9 85813.1 90868 70954.8 34091 28292.6 23327.4 11671.6 3515.81 104.062
threshold=1439.8675000000001 883.10000000000014 47.946750000000009 511.45025000000004 55.204000000000015 2022.5000000000002 10.852000000000002 0 1 26.770100000000003 925.3130000000001 413.70875000000007 12.900500000000003 670.0675 522.5150000000001 1085.2750000000003 2 3 36.721200000000003 2022.5000000000002 1468.3681000000001 1107.6734000000001 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -2 8 19 14 11 13 -13 -11 15 16 -9 22 21 -1 -17 -16 -10 -19
right_child=6 2 -4 -5 -6 -7 -8 9 17 10 -12 12 -14 -15 18 20 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.35318209276824702 -0.18209016799926758 0.58391324582554049 2.0110648822784425 1.1155051441192627 -0.80660395229563986 -0.17494901606265237 -1.0416826747930967 0.087934575567245488 -0.06460455593309905 0.025632588746019522 1.0865408606962725 1.0093908580656976 0.030612802718366895 -0.59971634938166696 -0.11430356291287085 0.5876765123435429 -0.0024656922814710078 -0.37027655853331093 -0.6190377618487064 0.064868113715927322 0.19244183003902435 -0.38987297534942628 -0.13847011873245241 -0.38485257510095838
leaf_weight=61 31 42 20 20 34 51 26 1115 133 5893 22 62 98 52 51 28 95625 100 26 77 32 22 125 96
leaf_count=61 31 42 20 20 34 51 26 1115 133 5893 22 62 98 52 51 28 95625 100 26 77 32 22 125 96
internal_value=0 0.00040428 0.303646 0.0713437 -0.0930912 0.167763 -0.574185 -8.44507e-05 -0.12182 0.000626821 0.0341691 0.0303767 0.409889 0.0201628 -0.00149402 -0.00118044 -0.00141493 -0.215247 -0.308098 0.179317 0.376885 -0.197352 -0.0966462 -0.359095
internal_weight=0 103785 167 147 127 93 57 103618 592 103026 6127 6105 160 5945 96899 96800 96740 454 99 138 60 73 258 196
internal_count=103842 103785 167 147 127 93 57 103618 592 103026 6127 6105 160 5945 96899 96800 96740 454 99 138 60 73 258 196
cat_boundaries=0 5 6 12 17
cat_threshold=256 536870914 0 4194312 524288 131 1073741824 0 0 137494560 16 32 256 2 0 0 524288
is_linear=0
shrinkage=0.01


Tree=893
num_leaves=27
num_cat=2
split_feature=25 2 16 4 26 2 22 6 5 16 17 20 16 12 25 2 5 17 8 6 3 9 16 22 22 2
split_gain=113874 161711 639334 367027 130141 119028 82041.7 77348.3 69148.8 314836 245492 208713 83989.4 81348.9 75147.4 57298.2 48273.3 44363.9 35840.3 24419.7 19647.2 18865.7 13554.1 9924.39 20680.5 6896.11
threshold=0 883.10000000000014 47.946750000000009 343.82250000000005 2022.5000000000002 1439.8675000000001 279.00720000000007 43.052500000000009 26.770100000000003 925.3130000000001 527.79000000000008 395.04300000000006 522.5150000000001 1078.0535000000002 1 352.68673250000012 23.8931 153.82500000000002 63.932000000000009 76.50500000000001 23.813250000000004 23.808000000000003 1107.6734000000001 524.87500000000011 360.10000000000008 1070.9310000000003
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=15 6 3 4 5 -3 8 23 12 10 11 -10 13 14 -2 16 18 22 19 20 21 -1 -14 24 -8 -6
right_child=1 2 -4 -5 25 -7 7 -9 9 -11 -12 -13 17 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.037448349324986342 0.07225044793465682 0.92486065887823343 1.9909542531967162 -1.1392621757870629 -0.20496916455216707 0.013079198057001288 -0.27250597318013509 -0.85318683695793152 0.020479666586371348 1.2555113928658623 0.85232765780554876 0.97488993364831678 -0.10700996033315148 0.4741096491283841 -0.0023951917980651292 -0.66087288839476444 -0.56512486577033993 -0.71615117244888093 -0.50924757213819594 -0.42824798664450647 -0.34292935802936553 -0.33230059623718261 -0.41028218984603881 -0.30552043664579592 0.17129295803251723 0.026626228160328336
leaf_weight=384 1358 41 20 21 20 22 21 20 6046 21 36 23 56 36 95462 21 24 20 21 20 25 23 20 24 21 36
leaf_count=384 1358 41 20 21 20 22 21 20 6046 21 36 23 56 36 95462 21 24 20 21 20 25 23 20 24 21 36
internal_value=0 0.000836537 0.318505 0.0795835 0.294674 0.606461 0.000343937 -0.308392 0.000601522 0.0331851 0.0289806 0.0240966 -0.0014573 -0.00116428 -0.001341 -0.146395 -0.127603 -0.297096 -0.105403 -0.08664 -0.0708248 -0.0541108 -0.186818 -0.143302 -0.0506065 -0.0560864
internal_weight=0 103324 160 140 119 63 103164 86 103078 6126 6105 6069 96952 96856 96820 518 497 96 473 452 432 407 76 66 42 56
internal_count=103842 103324 160 140 119 63 103164 86 103078 6126 6105 6069 96952 96856 96820 518 497 96 473 452 432 407 76 66 42 56
cat_boundaries=0 5 11
cat_threshold=256 536870914 0 4194312 32 1073741824 4194304 0 137494560 16 32
is_linear=0
shrinkage=0.01


Tree=894
num_leaves=19
num_cat=0
split_feature=1 2 7 1 0 3 26 2 11 22 17 15 0 1 17 19 2 22
split_gain=183920 147893 651074 178502 308250 118083 151908 102123 71152.3 66268 56538.7 332509 98566.9 233976 73874.2 53511.7 46449.8 9143.67
threshold=1439.8675000000001 883.10000000000014 394.58800000000002 469.21250000000003 273.37500000000006 86.176192500000013 2022.5000000000002 10.852000000000002 1439.8675000000001 279.00720000000007 527.79000000000008 238.80500000000004 658.11750000000018 352.68673250000012 330.72800000000007 190.73750000000004 1.0980000000000003 444.48500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -3 -2 9 10 12 16 14 -14 -1 17 -12 -11
right_child=7 2 -4 -5 -6 -7 -8 -9 -10 15 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00085446184122261407 -0.18015366861897131 0.78130717352816936 1.9905274372100832 0.94554934644699107 -1.2103810629844665 -0.51083209037780763 -0.068967426500104845 -1.0299826263922911 -0.47909448222287238 -0.26516239104732386 0.053042512152343992 1.1958899907712583 -0.066072360360831542 -0.88661818620635247 -0.22272270814972661 -0.73055037260055544 -0.48576301789283755 -0.029322480584893906
leaf_weight=102957 31 38 20 20 20 22 47 26 31 31 80 27 228 41 148 20 20 35
leaf_count=102957 31 38 20 20 20 22 47 26 31 31 80 27 228 41 148 20 20 35
internal_value=0 0.00039915 0.297747 0.0674372 -0.0708482 0.142149 0.311155 -0.567795 -8.00832e-05 6.32692e-05 0.000293825 0.211159 3.47672e-05 -0.191137 0.000533532 -0.277411 -0.0547186 -0.140096
internal_weight=0 103785 167 147 127 107 85 57 103618 103587 103501 127 103374 269 103105 86 100 66
internal_count=103842 103785 167 147 127 107 85 57 103618 103587 103501 127 103374 269 103105 86 100 66
is_linear=0
shrinkage=0.01


Tree=895
num_leaves=28
num_cat=0
split_feature=2 0 13 5 1 2 26 16 10 5 1 10 8 4 3 2 3 8 6 12 3 5 0 3 0 16 8
split_gain=125067 736247 162990 196514 178313 131793 258189 102891 148456 293614 61415 56619.2 55847.4 60205.2 225912 77574.1 91283.2 326724 127139 88551.1 125289 50653 35772.9 96913.6 35638.5 28273.5 25498.8
threshold=883.10000000000014 507.82280000000009 13.153700000000002 13.903 7.8769000000000009 1070.9310000000003 2022.5000000000002 247.80448000000004 220.81250000000003 302.32450000000006 242.38250000000002 556.40500000000009 1468.3681000000001 891.77550000000008 472.9221300000001 542.8678000000001 543.52500000000009 153.40400000000002 1424.6500000000003 61.075950000000013 285.15000000000003 13.903 316.39255000000009 108.75750000000001 6.0237500000000006 1107.6734000000001 74.439000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -7 12 9 22 11 26 13 15 21 16 18 -18 -1 20 -17 24 23 25 -15 -9 -10
right_child=1 -3 -4 -5 -6 6 -8 8 10 -11 -12 -13 -14 14 -16 19 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0015617799056415859 -0.27225783373144541 2.0745398864746094 0.86059689664840711 -0.83169815376400946 -0.65017705802036374 1.4556348732384767 -0.02974142246246338 -0.081022394360881655 -0.32417627550661565 0.88392202313741053 -0.99977235612415127 0.063855019613169139 0.43213702774047852 -0.37824116422418963 0.73830317406427304 -0.25327127186268789 -0.30576954749876584 0.76915756613016129 0.66378066350673803 -0.81407962946664725 0.4602291698455811 -0.71422983569257403 0.26251528644561767 -0.66233083883921307 0.11238706398010255 -0.43305444946289068 -0.81753001719713214
leaf_weight=102232 22 20 20 29 23 22 25 261 20 30 21 20 30 57 21 137 243 32 29 21 30 34 20 36 20 25 22
leaf_count=102232 22 20 20 29 23 22 25 261 20 30 21 20 30 57 21 137 243 32 29 21 30 34 20 36 20 25 22
internal_value=0 0.279007 0.0243218 -0.113905 0.112355 0.366533 0.665541 7.61925e-05 -0.14997 -0.0646483 -0.532377 -0.374066 0.000739753 0.000613928 -0.212814 0.000888182 0.00126028 -0.180687 0.00174958 -0.202058 -0.125098 -0.392755 -0.147856 -0.173345 -0.250805 -0.111794 -0.5826
internal_weight=0 161 141 121 92 69 47 103341 455 372 83 62 102886 102856 132 102724 102536 275 102261 188 167 111 342 322 77 286 42
internal_count=103502 161 141 121 92 69 47 103341 455 372 83 62 102886 102856 132 102724 102536 275 102261 188 167 111 342 322 77 286 42
is_linear=0
shrinkage=0.01


Tree=896
num_leaves=26
num_cat=3
split_feature=11 16 10 5 1 11 8 8 4 3 7 25 24 5 11 6 10 24 7 7 8 13 10 16 11
split_gain=112022 105261 230865 386054 85624.8 70090 149360 92170.1 106300 124177 86694 80040.2 983130 68620 62237.1 61971.8 57876.6 47937.2 114648 81936.2 45825.8 17161.3 15990.7 6629.12 3131.23
threshold=1439.8675000000001 237.51325000000003 220.81250000000003 302.32450000000006 242.38250000000002 675.38900000000001 180.80750000000003 1117.4100000000001 891.77550000000008 152.51760000000004 9.2450000000000028 0 1 60.717500000000008 1092.2834 1424.6500000000003 556.40500000000009 2 79.824400000000011 99.006000000000014 149.30750000000003 33.522000000000013 6.5121790000000006 522.5150000000001 798.75000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 1 2 2 2 2 2 2 2
left_child=1 5 3 17 16 7 14 8 11 13 -9 12 -1 -10 24 -13 20 18 23 21 -4 -19 -21 -3 -7
right_child=-2 2 4 -5 -6 6 -8 10 9 -11 -12 15 -14 -15 -16 -17 -18 19 -20 22 -22 -23 -24 -25 -26
leaf_value=0.9395832541136615 0.61148583411177004 -0.16142896150328942 -0.33859462765355908 1.0098112607002259 -1.1323350379777992 -0.29797262023795734 -0.91444217626865099 0.085985937852125896 -0.32921754865935354 0.18356922345283702 0.84035212631225598 0.00070079052175406179 -0.14577947942930977 -0.96350240043971858 0.44110832071304323 0.44788062297528791 -0.0050158459862524821 -0.17705491579530472 0.73385804246924824 -0.7588042781444696 -0.98672245955467219 0.041223148470339574 -0.38269771623611448 0.037353252224300221 -0.14806276288471723
leaf_weight=103 30 62 24 32 23 22 26 39 66 39 25 102242 314 23 20 31 22 166 20 26 20 46 20 23 38
leaf_count=103 30 62 24 32 23 22 26 39 66 39 25 102242 314 23 20 31 22 166 20 26 20 46 20 23 38
internal_value=0 0.000327832 -0.146799 -0.0431293 -0.606908 0.00101927 -0.255992 0.00128407 0.00104792 -0.286951 0.38066 0.0014069 0.138034 -0.493134 -0.0419952 0.000836254 -0.423804 -0.13595 0.0480669 -0.204768 -0.633198 -0.129693 -0.59528 -0.107641 -0.20303
internal_weight=0 103472 484 395 89 102988 106 102882 102818 128 64 102690 417 89 80 102273 66 363 105 258 44 212 46 85 60
internal_count=103502 103472 484 395 89 102988 106 102882 102818 128 64 102690 417 89 80 102273 66 363 105 258 44 212 46 85 60
cat_boundaries=0 5 6 7
cat_threshold=0 0 4096 1179648 32 3136 1058
is_linear=0
shrinkage=0.01


Tree=897
num_leaves=28
num_cat=1
split_feature=2 0 13 7 16 10 3 3 26 11 14 8 7 14 25 4 12 4 0 11 16 19 0 0 8 15 12
split_gain=122686 722320 159768 140681 98760.4 142036 244544 88722.8 143621 87678.9 120688 109845 111943 81942.6 82546.5 147824 88963.2 73747.6 51994.2 39379.6 36378.3 32600.7 45419.8 34665 23410.3 12177.2 12022.1
threshold=883.10000000000014 507.82280000000009 13.153700000000002 15.581850000000001 247.80448000000004 220.81250000000003 198.78000000000003 8.0935000000000006 2022.5000000000002 675.38900000000001 132.71250000000001 1117.4100000000001 9.2450000000000028 624.17000000000019 0 104.02000000000001 1078.0535000000002 51.095200000000006 212.52070000000001 1092.2834 925.3130000000001 16.450000000000003 103.11795000000002 4.402000000000001 153.40400000000002 15.062500000000002 85.888000000000019
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=4 2 3 7 9 6 20 8 -2 11 19 13 -13 14 15 -1 -16 25 24 26 21 22 -6 -23 -7 -15 -11
right_child=1 -3 -4 -5 5 18 -8 -9 -10 10 -12 12 -14 17 16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.1868212833193284 0.68774555001940041 2.0548028259277347 0.85203632020950326 -0.87903688716888428 -0.11211748000943945 -0.17394575472130921 0.78688579213234688 -0.41701114153862001 -0.21186261543797125 -0.1929354929427306 -0.972884464587085 0.091998687543367097 0.97590694593346639 -0.21905734902721341 0.00029740756184036695 -0.67419463248479927 0.43090999824305376 -0.81130708240327376 -0.87176401683262417 0.10787788514481035 -0.44141843928231134 -0.14128932030773478 0.26786245503941097 -0.65563196682930003 -0.59507646690715443 0.061345693951561336 -0.48475125151872633
leaf_weight=395 35 20 20 20 210 33 31 30 36 48 20 38 23 59 102129 21 48 21 28 43 36 38 37 20 22 21 20
leaf_count=395 35 20 20 20 210 33 31 30 36 48 20 38 23 59 102129 21 48 21 28 43 36 38 37 20 22 21 20
internal_value=0 0.276334 0.0240688 -0.112785 7.09595e-05 -0.146932 -0.0634758 0.0389476 0.231606 0.000721063 -0.257823 0.00105068 0.425276 0.000798687 0.00107896 0.139991 0.000499649 -0.283897 -0.520979 -0.128984 -0.140781 -0.105296 -0.0551974 -0.318649 -0.342398 -0.145452 -0.278764
internal_weight=0 161 141 121 103341 455 372 101 71 102886 131 102755 61 102694 102593 416 102177 101 83 111 341 305 247 58 55 80 68
internal_count=103502 161 141 121 103341 455 372 101 71 102886 131 102755 61 102694 102593 416 102177 101 83 111 341 305 247 58 55 80 68
cat_boundaries=0 5
cat_threshold=0 0 4096 1179648 32
is_linear=0
shrinkage=0.01


Tree=898
num_leaves=23
num_cat=5
split_feature=11 16 7 0 3 1 25 0 24 25 1 6 25 6 12 8 12 24 1 8 16 26
split_gain=109821 101567 168986 257403 153458 73417.9 68631.2 232610 181809 524237 178358 155731 117906 96296.9 130015 122709 109524 89612.8 83586.2 72523.3 33369.1 712.167
threshold=1439.8675000000001 237.51325000000003 522.5150000000001 438.42500000000007 414.53600000000012 273.76200000000006 0 1077.3535000000002 1 2 469.21250000000003 1424.6500000000003 3 606.07650000000001 135.43962500000001 1468.3681000000001 1078.0535000000002 4 96.32442850000001 31.3064 925.3130000000001 2022.5000000000002
decision_type=2 2 2 2 2 2 9 2 1 9 2 2 9 2 2 2 2 1 2 2 2 2
left_child=1 6 3 4 5 20 7 8 9 21 -11 13 17 15 18 16 -8 -10 -15 -14 -3 -1
right_child=-2 2 -4 -5 -6 -7 11 -9 12 10 -12 -13 19 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.8647694484710694 0.60544450358549751 -0.10680792349100511 0.54656835084611721 -1.0314021559322581 0.70650730178469701 -0.7460919480096726 -0.0024290911268801747 0.91618444245437092 0.053365162581932253 0.053083300440362691 0.82753709538777676 0.820496249406234 -0.00087574411453648503 -0.2748293870627278 -0.84970346483690995 0.71293728629748032 0.54175440234106942 -0.2891427520829804 0.25320199495138124 0.12417980828813949 -0.4194020602852106 0.811396516418457
leaf_weight=50 30 337 33 34 21 21 88635 29 113 3396 30 23 9708 99 29 24 37 235 43 487 38 50
leaf_count=50 30 337 33 34 21 21 88635 29 113 3396 30 23 9708 99 29 24 37 235 43 487 38 50
internal_value=0 0.000320291 -0.144202 -0.194746 -0.12653 -0.170706 0.000999485 0.0214894 0.0196605 0.081704 0.0596906 -0.00225239 -0.00116576 -0.00246558 -0.239543 -0.00200851 -0.00220202 -0.179542 -0.114933 0.00509298 -0.138484 0.761894
internal_weight=0 103472 484 451 417 396 102988 14098 14069 3526 3426 88890 10543 88867 171 88696 88672 348 142 10195 375 100
internal_count=103502 103472 484 451 417 396 102988 14098 14069 3526 3426 88890 10543 88867 171 88696 88672 348 142 10195 375 100
cat_boundaries=0 6 7 11 16 17
cat_threshold=76562816 2428518560 4356 72484608 1082671202 1056 1104 0 0 0 1179904 0 0 4096 1179904 32 2180
is_linear=0
shrinkage=0.01


Tree=899
num_leaves=30
num_cat=2
split_feature=2 0 13 5 1 2 26 16 10 5 11 14 8 14 25 24 12 4 1 10 1 10 0 3 16 11 8 8 14
split_gain=120328 707741 157100 191292 174421 129358 250610 94864.1 139707 280745 86832.2 118117 106429 80217.3 80113.1 863227 85643.9 72205.2 58007.1 54350.8 42652.7 44472.4 35493.8 96528.4 26712.8 25939.8 24027 19731.8 4786.71
threshold=883.10000000000014 507.82280000000009 13.153700000000002 13.903 7.8769000000000009 1070.9310000000003 2022.5000000000002 247.80448000000004 220.81250000000003 302.32450000000006 675.38900000000001 132.71250000000001 1117.4100000000001 624.17000000000019 0 1 1078.0535000000002 51.095200000000006 242.38250000000002 556.40500000000009 12.8808515 0.45700000000000007 316.39255000000009 108.75750000000001 1107.6734000000001 1092.2834 74.439000000000021 1468.3681000000001 808.55215250000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -7 10 9 22 12 20 13 14 15 -1 -16 28 19 26 21 25 23 24 -9 -12 -10 -14 -15
right_child=1 -3 -4 -5 -6 6 -8 8 18 -11 11 -13 27 17 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.87540891926864095 -0.26999439941211179 2.0340905275344849 0.84497939443588255 -0.81994539655488108 -0.64268390953540799 1.4375155758857727 -0.025898403835296634 -0.076654439046408021 -0.31457944941520694 0.86630996958414719 -0.27294339354667402 -0.96399566289782535 0.25833360896391028 -0.025752929796775185 0.00029021166623342825 -0.1337443871088326 0.42279296990484 -0.80276624679565434 -0.96921874545869369 0.067938651204109191 0.19297148752212526 -0.63215035850351509 0.26616307163238523 -0.65600626654095129 -0.4188329265594482 0.15698324364164604 -0.79348317460580309 0.62043273007428201 -0.19454957527773722
leaf_weight=106 22 20 20 29 23 22 25 261 20 30 36 20 34 24 102129 310 48 21 21 20 30 22 20 36 25 23 22 27 56
leaf_count=106 22 20 20 29 23 22 25 261 20 30 36 20 34 24 102129 310 48 21 21 20 30 22 20 36 25 23 22 27 56
internal_value=0 0.27366 0.0239535 -0.111753 0.111481 0.36287 0.659104 6.49176e-05 -0.14401 -0.06124 0.000702068 -0.256591 0.00103009 0.000782046 0.00105935 0.137909 0.000488644 -0.2809 -0.514976 -0.36112 -0.129131 -0.248428 -0.142604 -0.167993 -0.106565 -0.105345 -0.565434 0.418607 -0.143911
internal_weight=0 161 141 121 92 69 47 103341 455 372 102886 131 102755 102694 102593 416 102177 101 83 62 111 81 342 322 286 59 42 61 80
internal_count=103502 161 141 121 92 69 47 103341 455 372 102886 131 102755 102694 102593 416 102177 101 83 62 111 81 342 322 286 59 42 61 80
cat_boundaries=0 5 6
cat_threshold=0 0 4096 1179648 32 3136
is_linear=0
shrinkage=0.01


Tree=900
num_leaves=25
num_cat=4
split_feature=11 3 13 26 5 12 12 25 4 8 25 1 1 3 15 26 6 4 24 25 5 4 3 3
split_gain=158798 108111 376881 144447 159034 104068 187623 101805 136614 81407.5 80892.3 322811 126928 173412 121041 120025 60899.3 52697.2 41053.3 69472.2 65523.7 19629.2 22656.5 13450.6
threshold=1439.8675000000001 670.0675 44.815000000000005 2022.5000000000002 8.0802500000000013 1078.0535000000002 1392.9450000000004 0 449.81750000000005 204.81500000000003 1 1070.9310000000003 511.45025000000004 272.24748000000005 153.48669000000004 2022.5000000000002 79.689000000000007 35.217375000000011 2 3 220.56900000000005 15.056730000000003 1077.3535000000002 888.10000000000014
decision_type=2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 1 9 2 2 2 2
left_child=1 5 3 4 21 7 -7 8 18 -4 11 15 14 -14 -12 -9 17 23 19 -1 -20 22 -3 -5
right_child=-2 2 9 16 -6 6 -8 10 -10 -11 12 -13 13 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=-0.23223945542957708 0.75277402830975393 -0.05640984160559518 -1.4412787294387817 -0.14116486253409549 1.0257254736764092 1.0034494093486241 -0.20147469073534013 0.082714084514796171 0.74172611418224521 -0.57742950820922856 -0.00092260619910431579 1.1968298681577048 -0.29105956369463137 0.43012070329565755 0.13497322823172153 -0.013145492392893848 -0.76248763220650817 0.28764116573333742 -0.042013005169124575 -0.058721198071219248 0.50769863995638764 -0.22871513080596922 0.35776696090698246 -0.43238903645106724
leaf_weight=341 28 28 24 29 21 28 24 2592 21 20 94464 24 272 38 660 2633 21 20 1507 744 22 20 25 35
leaf_count=341 28 28 24 29 21 28 24 2592 21 20 94464 24 272 38 660 2633 21 20 1507 744 22 20 25 35
internal_value=0 -0.000412899 -0.211092 -0.0259105 0.258836 8.2362e-05 0.447331 -0.000142738 -0.0613837 -1.04862 0.00146596 0.0396476 -0.000638011 -0.202657 2.02815e-05 0.0344082 -0.280827 -0.160412 -0.0680704 -0.114878 -0.0338819 0.0382246 0.138957 -0.300428
internal_weight=0 103613 243 199 94 103370 52 103318 2635 44 100683 5249 95434 310 95124 5225 105 84 2614 1085 1529 73 53 64
internal_count=103641 103613 243 199 94 103370 52 103318 2635 44 100683 5249 95434 310 95124 5225 105 84 2614 1085 1529 73 53 64
cat_boundaries=0 6 12 13 18
cat_threshold=0 12583040 0 70255104 1074004000 1024 1880097024 536870914 4376 440541448 67649538 32 339 0 0 0 3145728 262176
is_linear=0
shrinkage=0.01


Tree=901
num_leaves=22
num_cat=2
split_feature=11 3 13 2 12 12 25 4 2 1 4 25 1 1 9 2 10 0 2 0 0
split_gain=155638 105960 369381 229605 101998 183889 99814.7 133899 93844.8 88545.6 160308 79296.9 315873 124472 178322 119330 84416 72559.3 51705.2 27510.5 272.722
threshold=1439.8675000000001 670.0675 44.815000000000005 440.02900000000005 1078.0535000000002 1392.9450000000004 0 449.81750000000005 315.17050000000006 233.37814 216.15000000000003 1 1070.9310000000003 511.45025000000004 48.376050000000006 414.53600000000012 74.154200000000017 335.27750000000009 383.96180000000004 21.000235000000004 658.11750000000018
decision_type=2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 6 -6 7 17 -4 10 19 12 15 16 -15 -8 -13 18 -1 -3 -19
right_child=-2 2 8 -5 5 -7 11 -9 -10 -11 -12 13 -14 14 -16 -17 -18 20 -20 -21 -22
leaf_value=-0.055963998839915173 0.74524623853819705 -0.280656587860801 -0.57630746234547015 0.79676107965666676 0.99341484376362388 -0.19945994663983585 0.041754413230149535 0.73430887199583506 -1.4999601095372981 -0.67989905663899008 0.69966023569521696 -0.0013020265375038246 1.184861594438553 -0.071101848152466118 -0.64472764686175754 -0.31427632487999896 0.06432549418165133 -0.45834348773956302 -0.48061220143375727 0.12596483898162841 -0.50994082484926495
leaf_weight=2544 28 99 22 29 28 24 4859 21 22 28 23 93392 24 240 70 96 2002 20 29 20 21
leaf_count=2544 28 99 22 29 28 24 4859 21 22 28 23 93392 24 240 70 96 2002 20 29 20 21
internal_value=0 -0.000409051 -0.208982 -0.0256514 8.12568e-05 0.442857 -0.000141593 -0.0607808 -1.03813 -0.165945 -0.0646023 0.0014513 0.0403189 -0.000574781 -0.20063 0.0348565 7.52749e-05 -0.0674008 -0.0607502 -0.212317 -0.484771
internal_weight=0 103613 243 199 103370 52 103318 2635 44 170 142 100683 4979 95704 310 4955 95394 2614 2573 119 41
internal_count=103641 103613 243 199 103370 52 103318 2635 44 170 142 100683 4979 95704 310 4955 95394 2614 2573 119 41
cat_boundaries=0 6 12
cat_threshold=0 12583040 0 70255104 1074004000 1024 1343226112 536870914 4376 172105992 67633154 32
is_linear=0
shrinkage=0.01


Tree=902
num_leaves=24
num_cat=3
split_feature=11 3 26 0 0 12 12 25 4 6 25 5 0 0 6 5 14 0 24 4 3 3 0
split_gain=152541 103851 328806 280460 158131 99967.9 180230 97828.4 131235 91478.8 78102.2 152815 773878 126771 104637 131813 72471.5 71115.4 40515.4 24901.3 24273.3 6086.58 267.295
threshold=1439.8675000000001 670.0675 2022.5000000000002 162.49250000000004 51.025000000000013 1078.0535000000002 1392.9450000000004 0 449.81750000000005 79.689000000000007 1 392.81250000000006 316.39255000000009 658.11750000000018 1424.6500000000003 263.89280000000008 28.651615500000002 335.27750000000009 2 20.031500000000005 888.10000000000014 888.10000000000014 658.11750000000018
decision_type=2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2
left_child=1 5 3 20 9 7 -7 8 17 19 11 13 -13 -9 15 -12 -6 18 -1 21 -3 -4 -19
right_child=-2 2 4 -5 16 6 -8 10 -10 -11 14 12 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=-0.10687750997145971 0.73779380948948003 -0.31434554718158864 -0.11688960501125881 1.1395934313994187 -0.53103088288080125 0.98348067079271584 -0.19746534757316114 0.024044815646296763 0.72696575255621043 -0.88013824653625494 -0.00098755192621454292 0.060276809782877451 2.1218321046375093 -0.35691735852848405 0.68775695491920819 -0.15133777348924382 -1.3143028223956075 -0.45376005268096925 -0.025987677185328999 0.18127345657348634 0.071795076509801353 -0.31734398726261026 -0.50484142575945168
leaf_weight=1070 28 27 28 26 21 28 24 11807 21 20 88021 137 21 88 22 587 27 20 1503 20 41 33 21
leaf_count=1070 28 27 28 26 21 28 24 11807 21 20 88021 137 21 88 22 587 27 20 1503 20 41 33 21
internal_value=0 -0.00040496 -0.206892 0.256231 -0.499063 8.04442e-05 0.438429 -0.000140177 -0.060173 -0.274481 0.00143679 0.0253092 0.334281 0.0212264 -0.00181216 -0.00198357 -0.971621 -0.0667268 -0.0601427 -0.124936 -0.0815255 -0.225332 -0.479924
internal_weight=0 103613 243 94 149 103370 52 103318 2635 101 100683 12053 158 11895 88630 88608 48 2614 2573 81 68 61 41
internal_count=103641 103613 243 94 149 103370 52 103318 2635 101 100683 12053 158 11895 88630 88608 48 2614 2573 81 68 61 41
cat_boundaries=0 6 12 13
cat_threshold=0 12583040 0 70255104 1074004000 1024 1880097536 537001986 536875802 440541450 67650562 40 339
is_linear=0
shrinkage=0.01


Tree=903
num_leaves=24
num_cat=2
split_feature=11 3 26 0 0 12 12 25 4 8 6 25 1 26 1 9 15 0 2 2 3 3 0
split_gain=149506 101784 322263 274878 154984 97978.6 176643 96625.6 128465 94895.3 89658.4 76662.5 310020 123901 122222 174723 117301 69864 50839.2 50781.3 23790.3 6415.57 261.976
threshold=1439.8675000000001 670.0675 2022.5000000000002 162.49250000000004 51.025000000000013 1078.0535000000002 1392.9450000000004 0 449.81750000000005 145.75200000000004 79.689000000000007 1 1070.9310000000003 2022.5000000000002 511.45025000000004 48.376050000000006 153.48669000000004 335.27750000000009 53.632429500000008 383.96180000000004 888.10000000000014 888.10000000000014 658.11750000000018
decision_type=2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 20 10 7 -7 8 17 -6 18 12 13 -9 16 -16 -13 19 21 -1 -3 -4 -19
right_child=-2 2 4 -5 9 6 -8 11 -10 -11 -12 14 -14 -15 15 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=-0.054481210085061883 0.73041587559240195 -0.31120208828537554 -0.16694703102111816 1.1281975342677191 -1.4660716965084983 0.9736459129197258 -0.19549069618185361 0.08448700911342033 0.71969609805515833 -0.5697756188004105 -0.87133683967590336 -0.00083099527430308953 1.1735510631402333 -0.015524433377027129 -0.07057276416686363 -0.63838027143478393 0.13274725639500468 -0.44922245025634766 0.28658525206825952 -0.4752672756951431 0.071077136150220543 -0.37577264478129729 -0.49979300470579241
leaf_weight=2600 28 27 28 26 21 28 24 2466 21 27 20 94676 24 2489 240 70 662 20 22 29 41 31 21
leaf_count=2600 28 27 28 26 21 28 24 2466 21 27 20 94676 24 2489 240 70 662 20 22 29 41 31 21
internal_value=0 -0.000401039 -0.204823 0.253669 -0.494072 7.95114e-05 0.434044 -0.000138903 -0.0591634 -0.961905 -0.271736 0.00144529 0.0396612 0.0342492 -0.000548001 -0.198787 9.65342e-05 -0.0655109 -0.123686 -0.0591228 -0.0807102 -0.276669 -0.475124
internal_weight=0 103613 243 94 149 103370 52 103318 2691 48 101 100627 4979 4955 95648 310 95338 2670 81 2629 68 59 41
internal_count=103641 103613 243 94 149 103370 52 103318 2691 48 101 100627 4979 4955 95648 310 95338 2670 81 2629 68 59 41
cat_boundaries=0 6 12
cat_threshold=0 12583040 0 70255104 1090781216 1024 1343226112 536870914 4376 172105992 67633154 32
is_linear=0
shrinkage=0.01


Tree=904
num_leaves=22
num_cat=3
split_feature=11 3 13 2 12 12 25 4 2 3 4 25 0 24 2 6 17 0 2 0 0
split_gain=146531 99758.6 350972 224412 96028.8 173128 94702.7 125909 91295.1 85168 92453.2 75440.3 132475 337692 117071 102549 84094.5 68473.7 49770.7 20749.1 256.762
threshold=1439.8675000000001 670.0675 44.815000000000005 440.02900000000005 1078.0535000000002 1392.9450000000004 0 449.81750000000005 315.17050000000006 1449.0631000000001 216.15000000000003 1 335.27750000000009 2 414.53600000000012 1424.6500000000003 808.93715250000014 335.27750000000009 383.96180000000004 23.455000000000002 658.11750000000018
decision_type=2 2 2 2 2 2 9 2 2 2 2 9 2 1 2 2 2 2 2 2 2
left_child=1 4 3 9 6 -6 7 17 -4 10 19 12 14 -14 -8 16 -13 18 -1 -3 -19
right_child=-2 2 8 -5 5 -7 11 -9 -10 -11 -12 15 13 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=-0.053936397666885301 0.72311169190066193 -0.25077734837477861 -0.55549165985801008 0.7889877806038692 0.96390946047646664 -0.19353579421838124 0.023522457436363636 0.7124991085415795 -1.4665104801004583 -0.62758250981569297 0.48222283363342289 -0.0017429849537947614 0.66377901626484725 -0.051800108783203978 -0.25672190228933534 0.68089032471179967 -0.49916811194489979 -0.44473022651672367 -0.47051460779946425 0.08093499422073365 -0.49479507102852782
leaf_weight=2600 28 88 22 29 28 24 11636 21 22 32 26 88518 102 164 151 22 34 20 29 24 21
leaf_count=2600 28 88 22 29 28 24 11636 21 22 32 26 88518 102 164 151 22 34 20 29 24 21
internal_value=0 -0.000397029 -0.202775 -0.0240712 7.87162e-05 0.429704 -0.000137514 -0.0585718 -1.011 -0.162769 -0.0549868 0.00143083 0.024892 0.245602 0.0199323 -0.00176417 -0.00193397 -0.0648558 -0.0585316 -0.179696 -0.470373
internal_weight=0 103613 243 199 103370 52 103318 2691 44 170 138 100627 12053 266 11787 88574 88552 2670 2629 112 41
internal_count=103641 103613 243 199 103370 52 103318 2691 44 170 138 100627 12053 266 11787 88574 88552 2670 2629 112 41
cat_boundaries=0 6 12 13
cat_threshold=0 12583040 0 70255104 1090781216 1024 1880097536 537001986 536875802 440541450 67650562 40 2137
is_linear=0
shrinkage=0.01


Tree=905
num_leaves=31
num_cat=5
split_feature=10 13 6 1 9 12 1 0 25 24 0 4 1 0 8 0 16 15 25 24 4 24 0 7 0 1 7 9 26 10
split_gain=111053 120798 224609 92702.9 317264 572567 304702 318581 202684 260955 361922 280758 215539 207815 172334 122446 121462 112798 96141 702226 80241.5 80165.7 78324.2 76562.7 74676.2 68804.3 67669.9 40524.4 10623.6 7350.47
threshold=619.25400000000013 326.59750000000003 200.23362600000004 273.76200000000006 356.30640000000005 239.70000000000002 262.64538500000009 82.76560000000002 0 1 297.71250000000003 156.17100000000002 596.10500000000013 594.30750000000012 380.13250000000005 140.79924000000003 1107.6734000000001 248.95175000000003 2 3 54.846500000000013 4 80.731500000000025 1481.2725000000003 234.07000000000002 661.33164000000011 361.43000000000006 0.45700000000000007 2022.5000000000002 1098.7459000000001
decision_type=2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 9 1 2 1 2 2 2 2 2 2 2 2
left_child=3 2 22 6 8 15 16 -8 9 10 12 25 -5 14 17 -6 18 -10 19 28 -15 -21 27 26 -13 -11 -20 29 -1 -2
right_child=1 -3 -4 4 5 -7 7 -9 13 11 -12 24 -14 20 -16 -17 -18 -19 23 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.77406635983784999 -0.26623872321189906 -0.75201566768659134 0.56513507430617871 -0.054707221492131551 -0.52397797966003412 1.6657414211545671 0.20334757746719731 1.7428051090240479 -0.13173664979319352 0.21324309049114104 1.6840942832529544 -0.46506362345483565 1.0340832408269247 -0.4688275514330183 -1.1063943462371826 0.47162791115897046 0.64819765682878172 -0.74141759270802143 -0.00011787705625546983 0.12560482969507575 -1.3330246951363305 -0.18529046215026487 -0.89615584754943856 -0.56447546196480591 -1.2499306360158053 -0.32434082597494124 0.12830129690395978 0.070272935839260323 0.96836129098568324 -0.47642829928014963
leaf_weight=60 41 37 37 75 30 28 41 20 587 93 20 27 24 21 20 21 29 32 101390 118 22 237 20 24 22 32 412 34 53 28
leaf_count=60 41 37 37 75 30 28 41 20 587 93 20 27 24 21 20 21 29 32 101390 118 22 237 20 24 22 32 412 34 53 28
internal_value=0 -0.237077 -0.117998 0.000577113 -0.0927274 0.51678 0.00153764 0.708088 -0.142113 0.0785292 0.421681 -0.166318 0.209242 -0.234616 -0.192774 -0.114023 0.00111643 -0.163255 0.000932987 0.142422 -0.910975 -0.0813406 -0.323493 0.000268679 -0.817453 0.0756216 0.000401845 -0.212296 0.794855 -0.351533
internal_weight=0 197 160 103438 1054 79 102384 61 975 293 119 174 99 682 639 51 102323 619 102294 468 43 355 123 101826 49 125 101802 103 113 69
internal_count=103635 197 160 103438 1054 79 102384 61 975 293 119 174 99 682 639 51 102323 619 102294 468 43 355 123 101826 49 125 101802 103 113 69
cat_boundaries=0 6 7 12 13 14
cat_threshold=67109888 32 552 33587200 8388672 4096 2325 1073741824 0 0 131080 32 2120 276
is_linear=0
shrinkage=0.01


Tree=906
num_leaves=33
num_cat=4
split_feature=14 11 9 25 24 1 25 9 5 0 6 5 6 2 6 10 1 3 5 26 26 1 5 9 0 14 3 24 26 26 1 12
split_gain=119068 160637 191803 100330 570364 122376 446896 1.55501e+06 257175 181733 175116 160973 870424 135756 133607 128196 129057 111534 100514 88690.4 66595.1 55911.1 113953 54876.4 48048.9 38173.5 35046.7 26197.5 44060.8 25651.8 5649.15 2831.37
threshold=487.03600000000012 561.29150000000016 367.7580000000001 0 1 297.63750000000005 2 149.53189650000004 779.2410000000001 131.25500000000002 665.85000000000014 616.44275000000005 276.51600000000002 1070.9310000000003 448.18200000000007 675.38900000000001 226.32900000000004 119.66617500000002 1083.8250000000003 2022.5000000000002 2022.5000000000002 156.08950000000002 78.483250000000012 0.45700000000000007 8.0935000000000006 624.17000000000019 5.0070000000000006 3 2022.5000000000002 2022.5000000000002 756.19086000000004 2.3642000000000007
decision_type=2 2 2 9 1 2 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 2
left_child=3 2 21 4 20 11 7 9 10 30 14 13 17 15 -8 16 -5 18 -13 -15 -1 22 25 -17 26 -2 27 29 -29 -6 -7 -27
right_child=1 -3 -4 5 24 6 8 -9 -10 -11 -12 12 -14 19 -16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 31 -28 28 -30 -31 -32 -33
leaf_value=0.3559732507505724 -0.090955564113373452 -1.0476352714408528 0.78104531192779547 0.00019689266834444413 0.22731176157466704 -0.31984192509400217 -0.16450460433939987 3.0247333157658578 -1.2167495441436769 0.55701666059032562 -1.0073165241877238 0.053321440841840664 1.6927888916598426 -0.92640396175384521 0.56472977931682877 -0.49820414150414399 0.17928534521804293 0.49830115125459784 -0.51117613911628723 -0.15948996551530925 0.68505068481945597 -0.75168620109558104 0.44159075021743777 -0.054221247567070856 -0.5542410092126755 -0.49725308766552045 -0.46419617289588566 -0.21338431202912633 0.021676468627053018 -0.065142741950891786 -0.52747602558135986 -0.36152702808380127
leaf_weight=124 47 22 20 100978 61 38 746 20 24 31 24 92 36 25 26 73 404 34 48 38 122 20 24 45 21 51 21 158 161 59 20 22
leaf_count=124 47 22 20 100978 61 38 746 20 24 31 24 92 36 25 26 73 404 34 48 38 122 20 24 45 21 51 21 158 161 59 20 22
internal_value=0 -0.240054 -0.143495 0.000602407 0.116862 -0.000231921 -0.114485 0.462678 -0.194476 -0.0610786 -0.166097 0.000810974 0.277389 0.000239098 -0.139945 0.000527135 0.000910547 -0.015452 -0.140221 -0.463821 0.498894 -0.256244 -0.187432 -0.328889 -0.0847035 -0.313237 -0.0651094 -0.0460187 -0.0918687 0.0770969 -0.39144 -0.456349
internal_weight=0 206 184 103429 727 102702 929 109 820 89 796 101773 210 101563 772 101500 101382 174 140 63 246 164 144 118 481 120 460 439 319 120 58 73
internal_count=103635 206 184 103429 727 102702 929 109 820 89 796 101773 210 101563 772 101500 101382 174 140 63 246 164 144 118 481 120 460 439 319 120 58 73
cat_boundaries=0 5 6 9 10
cat_threshold=1073741824 0 0 131080 262176 2124 67108864 16384 520 258
is_linear=0
shrinkage=0.01


Tree=907
num_leaves=31
num_cat=7
split_feature=14 11 9 4 5 16 25 1 3 0 1 24 25 25 6 13 13 10 9 4 25 24 1 8 24 14 1 13 1 14
split_gain=116699 157440 187986 100957 98979.2 98764.3 86181.6 201003 172774 232216 147093 107813 141901 138020 95491.5 279691 375336 313929 106030 155167 103887 694923 94378.7 86898.6 69400.4 37839.4 15430.5 11383.5 9199.93 5399.61
threshold=487.03600000000012 561.29150000000016 367.7580000000001 133.78600000000003 66.795000000000016 1107.6734000000001 0 273.76200000000006 148.26730150000003 206.37168000000005 147.52500000000003 1 2 3 183.56850000000003 185.44200000000004 94.292500000000004 522.5150000000001 523.54700000000014 326.59750000000003 4 5 1439.8675000000001 1468.3681000000001 6 808.55215250000015 198.54500000000004 94.292500000000004 756.19086000000004 1092.2134000000003
decision_type=2 2 2 2 2 2 9 2 2 2 2 1 9 9 2 2 2 2 2 2 9 1 2 2 1 2 2 2 2 2
left_child=5 2 3 4 25 6 7 10 9 28 11 13 -13 -1 20 16 17 -16 19 -17 21 -8 23 -22 -23 27 -12 -2 -9 -27
right_child=1 -3 -4 -5 -6 -7 14 8 -10 -11 26 12 -14 -15 15 18 -18 -19 -20 -21 22 24 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.15173664263591732 -0.18251666278942771 -1.0371589123119007 0.77323484933376307 -0.8004910441807338 0.50860290145874021 0.53947285988751581 0.80449915286923246 -0.38363916204400261 -1.0951988675676543 0.74788425660133362 0.29236309961839158 -0.22070895656241454 -0.041907013579036444 -0.023163938665833852 0.077348372533503115 -0.30323634971807034 1.1444224358929529 1.1149077418645224 0.29894765781611204 -1.2868008389472962 0.00050948962789565757 0.11722085008325504 0.52761061244151175 0.62906715653159406 -0.17199918231355799 -0.33850700877961659 0.58364465428936874 0.10325343793630599 -0.61692122372713953 -0.54905806475672225
leaf_weight=547 46 22 20 28 20 34 111 73 29 20 44 542 2353 2367 1043 81 36 30 20 20 95618 119 34 22 233 21 31 20 22 29
leaf_count=547 46 22 20 28 20 34 111 73 29 20 44 542 2353 2367 1043 81 36 30 20 20 95618 119 34 22 233 21 31 20 22 29
internal_value=0 -0.237653 -0.14206 -0.253681 -0.141103 0.000596383 0.000419181 -0.0362413 -0.405424 -0.23148 -0.0272678 -0.032949 -0.0760267 0.0100741 0.00269228 0.0902452 0.140055 0.106357 -0.366274 -0.498002 0.00157239 0.149408 0.000841255 0.000654076 -0.0736859 -0.253121 0.412759 -0.0959197 -0.437662 -0.460627
internal_weight=0 206 184 164 136 103429 103395 6028 144 115 5884 5809 2895 2914 97367 1230 1109 1073 121 101 96137 463 95674 95640 352 116 75 66 95 50
internal_count=103635 206 184 164 136 103429 103395 6028 144 115 5884 5809 2895 2914 97367 1230 1109 1073 121 101 96137 463 95674 95640 352 116 75 66 95 50
cat_boundaries=0 6 7 11 15 20 21 22
cat_threshold=1064964 541065346 1048576 2284849186 1141507088 33 3603 0 536870914 0 3145730 0 536870914 0 3145730 1073741824 0 0 131080 32 2120 276
is_linear=0
shrinkage=0.01


Tree=908
num_leaves=36
num_cat=4
split_feature=14 11 17 25 24 1 25 9 6 5 6 1 5 7 11 10 1 8 3 5 26 3 13 9 14 9 9 1 15 3 5 24 26 26 10
split_gain=114377 154307 184443 96776.2 550597 119389 436081 1.52146e+06 253147 157627 852331 155972 153691 143958 192303 126209 123126 191502 109301 98410.2 65394.4 59887.5 55716.6 83467.9 66804.5 53639.2 68163.4 50876.2 38259.2 32711.4 28278.2 26527.1 44654.8 25346.2 9099.89
threshold=487.03600000000012 561.29150000000016 423.27250000000009 0 1 297.63750000000005 2 149.53189650000004 543.52500000000009 616.44275000000005 276.51600000000002 884.13250000000005 392.81250000000006 678.11800000000005 2.1650000000000005 675.38900000000001 226.32900000000004 111.70815 119.66617500000002 1083.8250000000003 2022.5000000000002 31.155100000000008 383.61250000000007 198.66500000000005 624.17000000000019 0.45700000000000007 191.37774500000003 383.83325000000008 86.994500000000002 5.0070000000000006 1.9407500000000002 3 2022.5000000000002 2022.5000000000002 1098.7459000000001
decision_type=2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2
left_child=3 2 22 4 20 9 7 11 13 15 18 27 -10 14 -8 16 21 -18 19 -11 -1 -5 23 24 -2 34 -27 -7 -26 30 31 33 -33 -6 -17
right_child=1 -3 -4 5 29 6 8 -9 12 10 -12 -13 -14 -15 -16 25 17 -19 -20 -21 -22 -23 -24 -25 28 26 -28 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=0.34832690235107172 0.041176560506588071 -1.0267873140221293 0.765987701535225 -0.0019490400913549533 0.22350439947159564 0.51921465360201324 -0.10671162025036314 2.9912728529572483 -0.3838315607153851 0.052701441930687952 1.6751025553544363 -0.81438411718943993 -1.5824469327926636 0.62623976831850803 -0.54036282868414631 -0.41097161589784825 0.25444834821776213 -0.41211953637551291 0.49329281757859628 -0.50585811694463101 0.67442402386274491 0.031684558936044986 -0.7321856227375213 0.37127677958944566 -0.32818984581252275 0.32557853076768956 -0.4530077470432628 -0.043645675636473154 -0.83429469811916346 -0.46167836102572352 -0.42541015318461822 -0.21595897104429163 0.021060957946595113 -0.067202765173831239 -0.64412617866809552
leaf_weight=124 41 22 20 95433 61 26 632 20 23 92 36 21 20 23 122 47 358 49 34 48 122 5605 21 23 59 23 22 42 20 22 21 161 157 59 26
leaf_count=124 41 22 20 95433 61 26 632 20 23 92 36 21 20 23 122 47 358 49 34 48 122 5605 21 23 59 23 22 42 20 22 21 161 157 59 26
internal_value=0 -0.235276 -0.140639 0.000591015 0.114773 -0.000228402 -0.113078 0.457058 -0.192096 0.000801687 0.27449 -0.0610742 -0.941327 -0.153105 -0.176878 0.000235785 0.000615978 0.174198 -0.0152914 -0.138805 0.490126 -8.32438e-05 -0.251204 -0.18057 -0.28634 -0.326617 -0.0550636 0.171566 -0.456318 -0.0832679 -0.0669447 -0.049758 -0.0959232 0.0743754 -0.494013
internal_weight=0 206 184 103429 727 102702 929 109 820 101773 210 89 43 777 754 101563 101445 407 174 140 246 101038 164 143 120 118 45 68 79 481 459 438 318 120 73
internal_count=103635 206 184 103429 727 102702 929 109 820 101773 210 89 43 777 754 101563 101445 407 174 140 246 101038 164 143 120 118 45 68 79 481 459 438 318 120 73
cat_boundaries=0 5 6 9 10
cat_threshold=1073741824 0 0 131080 262176 2124 67108864 16384 520 258
is_linear=0
shrinkage=0.01


Tree=909
num_leaves=28
num_cat=5
split_feature=14 11 17 16 2 0 4 4 25 24 2 2 25 1 1 2 25 1 3 24 26 26 4 3 14 26 14
split_gain=112101 151236 180772 96465.9 112983 289396 147991 306341 89940.1 656123 85671.5 94061 77288.7 175897 134748 123368 339422 102152 79915.1 61074.3 194321 109694 57889.5 52040.2 19739.3 11040.7 5067.43
threshold=487.03600000000012 561.29150000000016 423.27250000000009 1107.6734000000001 749.57248000000016 538.27200000000016 106.765 343.82250000000005 0 1 883.10000000000014 1439.8675000000001 2 273.76200000000006 198.54500000000004 227.56250000000003 3 1439.8675000000001 161.04250000000002 4 2022.5000000000002 2022.5000000000002 133.78600000000003 66.827500000000015 624.17000000000019 2022.5000000000002 920.44288200000017
decision_type=2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 9 2 2 1 2 2 2 2 2 2 2
left_child=3 2 22 4 8 6 10 -8 9 25 -6 -12 13 14 -10 17 -17 -14 -15 20 -11 -21 23 24 -2 -1 -26
right_child=1 -3 -4 -5 5 -7 7 -9 12 19 11 -13 15 18 -16 16 -18 -19 -20 21 -22 -23 -24 -25 26 -27 -28
leaf_value=0.74831035677591962 -0.068073056084769115 -1.0165194420651955 0.75832784020900734 0.53315428418271682 0.20737934623445786 -1.3804751529693604 1.3047880514217542 -0.3709587230781714 -0.034244089537247772 0.526200384148236 -0.63855965218196309 0.008871152050354901 0.00077694783355758401 -0.30423727868648059 0.75032485246658331 0.61902091625281896 0.044484587256868983 0.59436976761653504 -0.99005094664437443 -0.39350058923419723 -0.27906762061580531 0.037701108906449392 -0.62302313486735028 0.31515410518646242 -0.4250879169172711 0.94739180014683655 -0.25353027835036768
leaf_weight=60 42 22 20 34 28 20 20 24 4408 58 66 34 97166 89 22 107 893 29 21 117 62 119 33 20 36 52 33
leaf_count=60 42 22 20 34 28 20 20 24 4408 58 66 34 97166 89 22 107 893 29 21 117 62 119 33 20 36 52 33
internal_value=0 -0.232924 -0.139233 0.000585104 0.000409976 -0.241945 -0.109558 0.390744 0.000860856 0.137714 -0.281537 -0.418433 0.000224008 -0.0400679 -0.0303478 0.00209078 0.112595 0.000954058 -0.435165 -0.07742 0.101673 -0.168915 -0.248692 -0.154394 -0.238998 0.771828 -0.343039
internal_weight=0 206 184 103429 103395 192 172 44 103203 468 128 100 102735 4540 4430 98195 1000 97195 110 356 120 236 164 131 111 112 69
internal_count=103635 206 184 103429 103395 192 172 44 103203 468 128 100 102735 4540 4430 98195 1000 97195 110 356 120 236 164 131 111 112 69
cat_boundaries=0 5 6 12 18 19
cat_threshold=1073741824 0 0 131080 32 2120 1048580 4194434 0 2284847138 1141376000 33 0 32 0 0 8256 12288 276
is_linear=0
shrinkage=0.01


Tree=910
num_leaves=24
num_cat=6
split_feature=25 24 20 14 22 16 24 25 10 11 25 8 18 24 0 26 16 13 22 22 19 26 26
split_gain=482821 157330 152526 125871 91680 124463 77976.8 286601 290103 231098 227517 222642 44438.4 37606 21003 17860.4 15721.4 16274 2739.78 4942.94 2302.27 1132.3 210.114
threshold=0 1 258.2675000000001 340.66206000000005 279.00720000000007 1107.6734000000001 2 3 522.5150000000001 1092.2834 4 678.89998000000014 9.4137500000000021 5 66.285000000000011 2022.5000000000002 264.3250000000001 64.038300000000007 368.11650000000003 524.87500000000011 118.65000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 2 2 1 9 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 21 4 14 5 6 7 8 -2 10 -8 -9 18 15 16 -3 17 20 -6 -20 -4 -1 -15
right_child=2 13 3 -5 12 -7 9 11 -10 -11 -12 -13 -14 22 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.72543646373446025 0.07219327357128523 -0.18200886339976868 -0.17446472368061952 -1.0123611351421902 -0.28053008245385214 0.66779761859348841 -0.18518865504860876 -0.0015403183956124928 -0.63773565571883628 -0.93132825992725521 -0.0038379514007286391 0.84630124830430564 -0.70879662253639919 -0.35327254874365671 -0.43682571616666066 0.061185550036884494 -0.40105122298002244 0.16221907401084898 -0.04386180794757346 -0.25352574158798563 -0.056816731066930866 -0.66548146384102969 -0.32674883984029296
leaf_weight=63 7592 58 80 21 23 28 690 35068 58 27 59148 31 22 56 29 63 20 20 23 22 21 63 64
leaf_count=63 7592 58 80 21 23 28 690 35068 58 27 59148 31 22 56 29 63 20 20 23 22 21 63 64
internal_value=0 -0.358156 0.000366359 -0.281961 0.000891299 0.00117103 0.000989131 0.0113034 0.0667236 -0.00637701 -0.00596072 -0.000791266 -0.318135 -0.188833 -0.191735 -0.051159 -0.141326 -0.0983963 -0.191744 -0.146364 -0.150003 -0.644322 -0.31304
internal_weight=0 367 102923 191 102732 102642 102614 42749 7650 59865 59838 35099 90 241 170 121 141 121 68 45 101 126 120
internal_count=103290 367 102923 191 102732 102642 102614 42749 7650 59865 59838 35099 90 241 170 121 141 121 68 45 101 126 120
cat_boundaries=0 4 5 6 12 17 18
cat_threshold=1073741824 0 0 131072 2122 1047 605061120 549847682 120 101720610 17039472 32 0 536870914 4096 1048618 262144 673
is_linear=0
shrinkage=0.01


Tree=911
num_leaves=25
num_cat=6
split_feature=25 24 20 3 3 0 6 22 24 25 25 26 3 0 18 24 3 0 26 17 22 21 26 26
split_gain=473212 154199 149491 130486 119284 111320 186029 89911 84758.4 312244 243800 78449 44878.4 54199.1 43554.1 36857.6 29554.7 22449.2 17504.9 14598.3 2685.26 2011.27 1109.77 205.933
threshold=0 1 258.2675000000001 1449.0631000000001 180.91300000000004 1077.3535000000002 25.181000000000001 279.00720000000007 2 3 4 2022.5000000000002 53.872267500000007 1438.4900000000002 9.4137500000000021 5 12.070401500000001 25.512800000000002 2022.5000000000002 147.12500000000003 368.11650000000003 4.3310000000000004 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 2 2 2 2 1 9 9 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=1 22 3 5 16 7 12 8 9 -2 -10 -5 13 -7 20 18 17 19 -3 21 -9 -4 -1 -17
right_child=2 15 4 11 -6 6 -8 14 10 -11 -12 -13 -14 -15 -16 23 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.71818211267864895 0.077576432280784827 -0.18018877012976284 -0.1416027740189727 0.10066668800685717 -0.89504709817745065 -0.50191238784790038 -1.1171262566939644 -0.27772478145101798 -0.18705980649081672 0.00086297675417661406 -0.0041690216998131625 0.90991258506774897 0.30983538579940795 0.067496829032897956 -0.70170865698294205 -0.34973982657705038 0.16331262734803287 -0.50258796052932742 0.060573701328701442 -0.39234428902467094 -0.14490054032537672 -0.032172906337813896 -0.65882664998372398 -0.32348135016858576
leaf_weight=63 6199 58 71 23 27 35 23 23 728 36488 59069 25 20 32 22 56 22 25 63 24 45 22 63 64
leaf_count=63 6199 58 71 23 27 35 23 23 728 36488 59069 25 20 32 22 56 22 25 63 24 45 22 63 64
internal_value=0 -0.354575 0.000362512 0.000882202 -0.279141 0.000638534 -0.317311 0.000979502 0.00125695 0.0120189 -0.00642653 0.522149 -0.105866 -0.229956 -0.314953 -0.186944 -0.177742 -0.230581 -0.0506474 -0.17246 -0.189826 -0.115716 -0.637879 -0.30991
internal_weight=0 367 102923 102732 191 102684 110 102574 102484 42687 59797 48 87 67 90 241 164 142 121 117 68 93 126 120
internal_count=103290 367 102923 102732 191 102684 110 102574 102484 42687 59797 48 87 67 90 241 164 142 121 117 68 93 126 120
cat_boundaries=0 4 5 6 12 17 18
cat_threshold=1073741824 0 0 131072 2122 1047 537952256 545653378 56 101720610 17039472 32 0 536870914 4096 1048618 262176 673
is_linear=0
shrinkage=0.01


Tree=912
num_leaves=22
num_cat=6
split_feature=25 24 20 14 16 15 0 8 11 24 25 25 24 0 26 16 13 11 19 26 26
split_gain=463795 151130 146516 122631 89201.1 86036.8 205893 95557.5 80362.3 74930.5 286687 218787 36124.1 20074.2 17156.6 15206.5 15971.9 14721.2 2286.88 1087.68 201.835
threshold=0 1 258.2675000000001 340.66206000000005 1107.6734000000001 566.68875000000014 212.52070000000001 166.61000000000004 1439.8675000000001 2 3 4 5 66.285000000000011 2022.5000000000002 264.3250000000001 64.038300000000007 9.3975000000000026 118.65000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 2 2 2 2 2 1 9 9 1 2 2 2 2 2 2 2 2
left_child=1 19 4 13 5 8 7 17 9 10 -2 -11 14 15 -3 16 18 -7 -4 -1 -14
right_child=2 12 3 -5 -6 6 -8 -9 -10 11 -12 -13 20 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.71100028204539467 0.066834259577104538 -0.17838688579098932 -0.17129555153101683 -0.99728853713898435 0.5460797869364421 -0.13821058146289139 -1.0932708173990251 0.53690262045179094 -0.54445303161938985 -0.18154583896157409 -0.00078486476822724183 -0.0039584558195423824 -0.34624242339815409 -0.42690247474045595 0.059967966874440511 -0.39344737237691879 0.16239496970176695 -0.43995156298984178 -0.054041628042856858 -0.65223838018992597 -0.32024653628468513
leaf_weight=63 7624 58 80 21 30 61 24 21 27 692 35100 59131 56 29 63 20 20 22 21 63 64
leaf_count=63 7624 58 80 21 30 61 24 21 27 692 35100 59131 56 29 63 20 20 22 21 63 64
internal_value=0 -0.351029 0.000358777 -0.27635 0.00087327 0.000714011 -0.258385 -0.0657195 0.00103734 0.00118096 0.0112944 -0.00604269 -0.185075 -0.187293 -0.0501409 -0.138011 -0.0957902 -0.21819 -0.146916 -0.6315 -0.30681
internal_weight=0 367 102923 191 102732 102702 128 104 102574 102547 42724 59823 241 170 121 141 121 83 101 126 120
internal_count=103290 367 102923 191 102732 102702 128 104 102574 102547 42724 59823 241 170 121 141 121 83 101 126 120
cat_boundaries=0 4 5 6 12 17 18
cat_threshold=1073741824 0 0 131072 2122 1047 605061120 549847682 120 101720610 17039472 32 0 536870914 4096 1048618 262144 673
is_linear=0
shrinkage=0.01


Tree=913
num_leaves=21
num_cat=1
split_feature=25 22 6 20 3 0 4 3 4 8 6 2 0 13 0 17 0 26 21 22
split_gain=454565 145999 101248 99590.2 127762 109222 338333 94125.2 93968.6 193438 98527.2 91307.6 79082.5 33943.1 41697.7 15160.2 12767.7 15500.5 6366.28 5594.46
threshold=0 279.00720000000007 76.50500000000001 258.2675000000001 1449.0631000000001 1077.3535000000002 76.50500000000001 180.91300000000004 1085.2750000000003 79.477500000000006 1424.6500000000003 0.45700000000000007 1438.4900000000002 185.44200000000004 33.665000000000013 182.24800000000002 5.0070000000000006 2022.5000000000002 18.493500000000004 524.87500000000011
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 3 18 4 5 8 12 13 10 -10 -2 -6 -7 14 15 -5 17 -1 19 -3
right_child=1 2 -4 7 11 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.41181629109950296 0.00078765082565416373 -0.090012309755597805 -1.0202028807401657 -0.077926354271293893 0.90158012036924007 -0.3077104705030268 -1.3366648933410645 -0.81609373807907104 0.066950350649216603 1.1649494598025367 0.58375005002679492 0.022390628088088262 0.30271341533195684 0.24094477939605713 -0.62214386194944382 -0.37977745759487153 -0.60266902554035184 -0.2780779482199493 -0.37652768540382381 -0.29078068601048512
leaf_weight=168 102366 35 20 99 27 44 25 24 68 21 29 21 41 20 20 20 20 179 20 23
leaf_count=168 102366 35 20 99 27 44 25 24 68 21 29 21 41 20 20 20 20 179 20 23
internal_value=0 0.000355073 -0.385439 0.000722798 0.00113835 0.000897025 -0.314042 -0.232352 0.00123506 0.326029 0.000952756 0.516935 -0.0132707 -0.144241 -0.199663 -0.128658 -0.347518 -0.342827 -0.222679 -0.169627
internal_weight=0 102923 98 102825 102642 102594 110 183 102484 89 102395 48 85 159 139 119 367 347 78 58
internal_count=103290 102923 98 102825 102642 102594 110 183 102484 89 102395 48 85 159 139 119 367 347 78 58
cat_boundaries=0 4
cat_threshold=1073741824 0 0 131072
is_linear=0
shrinkage=0.01


Tree=914
num_leaves=22
num_cat=1
split_feature=22 6 20 3 3 0 4 24 6 2 11 3 6 26 0 13 0 19 21 22 8
split_gain=142153 99233.1 96545.2 92252.1 80757.5 136619 305647 84666.6 240613 253791 186989 84632.9 82617.3 49762 41714 33267.6 40867.9 6503.46 6239.59 5483.13 5093.74
threshold=279.00720000000007 76.50500000000001 258.2675000000001 180.91300000000004 1449.0631000000001 1077.3535000000002 76.50500000000001 0 1054.5000000000002 1070.9310000000003 1092.2834 31.803750000000004 1424.6500000000003 2022.5000000000002 1438.4900000000002 185.44200000000004 33.665000000000013 118.65000000000002 18.493500000000004 524.87500000000011 2.7827000000000011
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 4 15 5 7 11 8 9 -1 12 14 -9 -6 -7 16 17 20 19 -2 -4
right_child=1 -3 3 -5 13 6 -8 10 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0095336085483935986 -0.0891121951511928 -1.0100008518099783 -0.1277216890367539 -0.80793280904491738 0.053287960290908813 -0.46657710152703358 -1.3232982486724854 -0.007001294148562316 1.0563164448738098 0.83809595729853659 -0.83962945867467809 0.5008799152374267 -0.57082439514306882 0.66886443960255593 0.026471323668956756 0.23853534364700316 -0.61592242825031274 0.012443894331271832 -0.37276240611076356 -0.28787288150061729 -0.30785067796707155
leaf_weight=42775 35 20 73 24 24 37 25 59955 22 37 27 20 26 29 32 20 20 26 20 23 20
leaf_count=42775 35 20 73 24 24 37 25 59955 22 37 27 20 26 29 32 20 20 26 20 23 20
internal_value=0 -0.381584 -0.000543897 -0.230029 -0.000136207 -0.000337101 -0.346326 4.64265e-05 0.0107844 0.0102497 -0.00761895 -0.0718952 -0.00724569 0.390113 -0.237917 -0.142798 -0.197666 -0.127371 -0.220452 -0.167931 -0.166459
internal_weight=0 98 103192 183 103009 102956 114 102842 42834 42812 60008 89 59981 53 69 159 139 119 78 58 93
internal_count=103290 98 103192 183 103009 102956 114 102842 42834 42812 60008 89 59981 53 69 159 139 119 78 58 93
cat_boundaries=0 1
cat_threshold=1047
is_linear=0
shrinkage=0.01


Tree=915
num_leaves=44
num_cat=6
split_feature=25 16 9 12 7 24 25 8 26 25 3 6 0 3 6 8 0 24 9 11 12 3 11 7 19 25 0 19 8 8 5 6 3 6 5 0 9 7 3 11 9 3 16
split_gain=110585 727579 210941 375747 241985 180094 600377 580221 249224 231739 156738 153273 183446 152370 208242 223486 140720 119663 112426 174665 223616 200099 117525 136654 152468 155361 126703 105355 188832 157884 67362.9 63933.9 66582.3 61398.3 48575.6 33386.7 29013.9 25720.3 22912.2 12728.7 12473.3 4105.32 786.272
threshold=0 371.63775000000004 285.81500000000005 63.392000000000003 10.405024000000003 1 2 218.21600000000004 2022.5000000000002 3 111.55832500000001 344.61250000000007 153.06750000000002 670.0675 483.06600000000009 157.50375000000003 219.99000000000004 4 367.7580000000001 354.32250000000005 64.703322500000027 218.51700000000002 675.38900000000001 394.58800000000002 33.679000000000009 5 156.75900000000004 373.75800000000004 796.15000000000009 68.08550000000001 242.60800000000003 25.181000000000001 1077.3535000000002 360.15000000000003 39.280380000000001 112.50100000000002 893.92800000000011 25.602500000000003 888.10000000000014 912.00000000000011 497.3561400000001 1449.0631000000001 690.61569250000014
decision_type=9 2 2 2 2 1 9 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 6 8 -8 -1 16 36 12 30 18 15 31 -7 -11 22 21 -21 33 23 27 25 -25 37 28 -2 -29 -6 32 38 34 -20 -23 40 39 -15 -24 -4 -34 -3
right_child=13 42 3 -5 11 9 7 -9 -10 17 -12 -13 -14 14 -16 -17 -18 -19 19 20 -22 35 26 24 -26 -27 -28 29 -30 -31 -32 -33 41 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44
leaf_value=1.4016245423830471 -0.0016710076176783182 1.3293418646426429 -0.016366930752992632 1.7051465072631837 -0.14171977704499236 -0.042394808323112036 0.047209165919544105 1.4535148661931356 0.43167461925082734 -0.064953333000581426 0.97858198118209849 0.58025478492180504 -0.90411284195749386 -0.16731978761388902 -1.113499430693113 0.63105608844757077 -0.47826703109524465 0.19195720285660511 -0.18445414981472832 -0.50169289520808624 0.77823524939708222 -0.56117537832260134 -0.21304336032697133 -0.14993512944477361 0.97007380882898975 0.30676434851107909 -1.0336278315952847 0.1251992647531556 -0.51046183653686139 1.116140048623085 -0.68883843481540685 -0.78910978555679323 -0.62901397490501398 -0.55392930260726381 0.13168947771191597 -1.1046307492256164 -0.33433115368797667 -0.47142274266481404 0.20264394209935116 0.07890982325887308 0.30198174691200258 -0.43844564951383147 1.4169518641829491
leaf_weight=52 97238 21 32 20 361 1946 1330 30 54 239 20 24 38 47 26 30 77 730 202 21 39 20 28 113 24 191 21 82 73 20 24 24 20 35 64 26 21 20 26 32 20 26 20
leaf_count=52 97238 21 32 20 361 1946 1330 30 54 239 20 24 38 47 26 30 77 730 202 21 39 20 28 113 24 191 21 82 73 20 24 24 20 35 64 26 21 20 26 32 20 26 20
internal_value=0 0.045263 0.0345124 0.461677 0.0246715 0.0469127 0.137255 0.0776596 0.829266 0.00218124 0.194264 -0.197143 -0.241251 -0.00263174 -0.279061 -0.153654 -0.058695 0.128575 -0.00207211 -0.16793 0.33026 -0.254072 -0.00138218 -0.00102987 0.202742 0.142163 -0.342324 -0.00171599 -0.00205269 0.319501 -0.175826 -0.318278 -0.223321 -0.160196 -0.10839 -0.868346 -0.0206173 -0.160857 -0.0355519 -0.057335 0.106075 -0.521301 1.37208
internal_weight=0 5059 5018 113 4905 4458 1466 1360 106 2992 93 447 423 98448 199 173 2023 969 98249 407 60 347 97842 97741 328 304 101 97413 97311 102 385 143 119 301 266 46 73 80 73 60 52 46 41
internal_count=103507 5059 5018 113 4905 4458 1466 1360 106 2992 93 447 423 98448 199 173 2023 969 98249 407 60 347 97842 97741 328 304 101 97413 97311 102 385 143 119 301 266 46 73 80 73 60 52 46 41
cat_boundaries=0 5 6 10 15 16 22
cat_threshold=1073742080 545275906 4736 139591970 1611399184 2115 0 536870912 0 131072 0 536870914 640 131330 537657344 132 32768 0 32 0 0 256
is_linear=0
shrinkage=0.01


Tree=916
num_leaves=45
num_cat=6
split_feature=25 16 9 1 7 3 4 17 0 9 10 9 4 3 24 25 26 25 25 24 0 7 10 2 9 19 15 18 12 0 1 1 10 3 1 15 3 2 1 3 3 10 4 9
split_gain=108724 959971 277013 839516 219151 158241 164389 148997 199141 121267 209338 271578 142885 133903 102737 416015 206273 204439 138072 198634 115672 93730.7 276745 267887 293919 97953.9 118048 135440 105927 86864.1 117124 135108 75715.6 72298.9 70037.7 61734.9 95115.3 47211 20613.2 22257.8 25449.5 19243.2 11517.3 9507.1
threshold=0 371.63775000000004 285.81500000000005 14.451000000000002 10.405024000000003 670.0675 547.82000000000005 153.82500000000002 153.06750000000002 367.7580000000001 255.92650000000003 617.48075000000006 29.375500000000002 297.47500000000008 1 2 2022.5000000000002 3 4 5 219.99000000000004 394.58800000000002 151.12275000000002 272.24748000000005 94.788750000000007 373.75800000000004 106.96700000000003 174.84360000000001 792.15000000000009 7.8769000000000009 5.8595000000000006 352.68673250000012 177.46054150000003 68.774000000000015 165.05000000000004 197.48460000000003 123.21700000000001 40.201125000000005 5.0070000000000006 1449.0631000000001 888.10000000000014 2.5090000000000003 83.317735000000013 497.3561400000001
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 9 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 37 14 9 29 8 32 21 13 12 -12 35 15 16 -1 -17 20 -20 -16 25 23 24 -23 28 27 -27 33 38 -31 -32 -6 -2 -24 36 -11 43 39 40 -7 -30 -10 -4
right_child=5 -3 3 -5 7 6 -8 -9 42 10 11 -13 -14 -15 18 17 -18 -19 19 -21 -22 22 34 -25 -26 26 -28 -29 41 30 31 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45
leaf_value=1.0597085762023926 -0.0033536765939316828 1.6967333026954106 0.053837164949487759 2.1853112832705182 -0.20444148570567638 -0.39088916621710129 -1.1160912145887103 0.59007499280183218 -0.73130356008356279 -0.21811109118286229 0.48482715964317324 0.89522702907261098 -0.56426665736211312 -1.0468424961783671 -0.014066929443425863 -0.19320329449741716 0.25328594273534316 0.14364978893187272 -0.086725332207736025 0.21193787363764088 -0.38641217892197355 0.064695913113429815 -0.21810483060564312 1.1642812316648421 1.1490657533918109 -0.080593634715447074 0.99471525651216508 0.86045469248294837 -0.27972997321532322 -0.49215230161493473 1.0107757387161254 -0.091933960723876954 0.32831155744092216 0.047008134166419496 -0.95992429876327523 0.21756406377863002 -0.81493025514483453 -0.37240697002410889 -0.61947093009948728 -0.57073884782337003 -0.031661574673361892 -0.63839487734295075 -1.062872241973877 0.31050724352559739
leaf_weight=70 94722 35 27 24 333 38 21 23 22 243 20 38 37 22 2035 239 58 648 329 664 87 233 35 31 28 65 20 20 52 22 20 25 29 2939 20 27 30 20 22 21 41 21 20 31
leaf_count=70 94722 35 27 24 333 38 21 23 22 243 20 38 37 22 2035 239 58 648 329 664 87 233 35 31 28 65 20 20 52 22 20 25 29 2939 20 27 30 20 22 21 41 21 20 31
internal_value=0 0.0466876 0.0343921 0.549791 0.0228558 -0.00251936 -0.276733 -0.192816 -0.237386 -0.00193561 -0.172105 0.240393 -0.196164 -0.293805 0.0451541 0.131985 0.643987 0.0517435 0.0163847 0.113107 -0.0291952 -0.00121289 0.162849 0.285413 0.181027 -0.00179476 0.303474 0.14083 -0.00212272 -0.183471 0.105818 0.398159 -0.161762 -0.00183809 -0.487857 -0.238582 -0.283696 0.0465537 -0.342343 -0.281374 -0.204455 -0.382908 -0.889193 0.191023
internal_weight=0 4694 4659 102 4557 98813 210 427 404 98603 417 95 57 322 4130 1015 128 887 3115 993 2122 98186 347 292 261 97839 105 85 97734 189 67 45 362 97661 55 300 273 78 122 100 79 73 42 58
internal_count=103507 4694 4659 102 4557 98813 210 427 404 98603 417 95 57 322 4130 1015 128 887 3115 993 2122 98186 347 292 261 97839 105 85 97734 189 67 45 362 97661 55 300 273 78 122 100 79 73 42 58
cat_boundaries=0 5 6 10 15 20 21
cat_threshold=1073742080 16386 4736 139591970 1611399184 2113 0 2 0 131330 0 16384 0 32 262160 0 2 640 131330 537657344 134
is_linear=0
shrinkage=0.01


Tree=917
num_leaves=32
num_cat=2
split_feature=25 16 9 1 7 12 8 8 17 2 16 2 2 2 25 2 7 10 8 9 1 15 2 10 14 8 8 12 9 26 2
split_gain=106567 940866 271499 822809 214793 154195 150922 417136 146032 176213 107486 124414 248815 128971 93366 111682 82848.4 81594.7 81529.5 74189.5 68807.5 65028.7 46271.5 38912.6 32780.3 19573.4 18952.6 11435.1 9317.91 6934.85 2930.93
threshold=0 371.63775000000004 285.81500000000005 14.451000000000002 10.405024000000003 792.15000000000009 190.60000000000002 248.12265000000002 153.82500000000002 61.220000000000006 819.02500000000009 1070.9310000000003 1439.8675000000001 749.57248000000016 1 364.96250000000003 228.79300000000003 362.00600000000003 1468.3681000000001 792.15000000000009 165.05000000000004 133.47700000000003 40.201125000000005 177.46054150000003 36.721200000000003 31.919999999999998 551.49600000000009 1078.0535000000002 497.3561400000001 2022.5000000000002 883.10000000000014
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 22 6 10 14 -8 9 23 11 13 -13 18 15 -1 -11 -16 19 -2 30 25 28 -6 -12 27 -9 -7 -4 -14 -15
right_child=5 -3 3 -5 8 21 7 26 -10 16 24 12 29 20 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.13482437227692318 -0.0013842211067733789 1.6797659416879926 0.053298772176106769 2.1634581577777863 -0.17433991989330463 -0.21335050706510192 1.3477358829613888 -0.15241743445396425 0.58417421755583387 -0.40350671915827613 -0.24252671416415728 0.94022951884967532 -0.024505940892479639 -0.23352845579385759 0.010659673355008384 -0.43953921229498727 -1.1203811421564647 -0.61489500306901479 -0.55124359130859379 -0.27666407553060934 -0.74392662120587905 -0.90498751688003543 -0.36868290758132938 0.22142893031791405 -0.71024088647054584 -0.01349415497346358 0.21884657239913943 -0.49484545880748382 0.30740215516859487 -0.2785632992358435 -0.089019378709793082
leaf_weight=1034 98348 35 27 24 311 27 33 44 23 38 43 41 22 32 2943 35 28 21 27 98 33 20 20 27 23 22 20 31 31 21 25
leaf_count=1034 98348 35 27 24 311 27 33 44 23 38 43 41 22 32 2943 35 28 21 27 98 33 20 20 27 23 22 20 31 31 21 25
internal_value=0 0.0462223 0.0340498 0.544293 0.0226289 -0.00249417 0.0447044 0.434493 -0.190888 -0.235013 -0.00209682 -0.00182691 0.382863 -0.00215476 0.0353293 0.114944 -0.707635 0.00620667 -0.00180894 -0.00165825 -0.380533 -0.394973 0.0460881 -0.142725 -0.405518 -0.267469 -0.0363974 -0.363805 0.189113 -0.14858 -0.170147
internal_weight=0 4694 4659 102 4557 98813 4130 97 427 404 98713 98647 84 98563 4033 1069 66 2964 98473 98446 90 100 78 338 66 80 64 58 58 43 57
internal_count=103507 4694 4659 102 4557 98813 4130 97 427 404 98713 98647 84 98563 4033 1069 66 2964 98473 98446 90 100 78 338 66 80 64 58 58 43 57
cat_boundaries=0 5 10
cat_threshold=1073742080 16386 4736 139591970 1611399184 1073741824 2 4096 135397378 16
is_linear=0
shrinkage=0.01


Tree=918
num_leaves=36
num_cat=2
split_feature=25 16 9 1 3 6 8 9 11 12 3 12 8 4 8 0 3 4 1 11 3 3 0 5 25 5 14 15 6 1 8 4 1 0 9
split_gain=104446 922142 266096 806435 154762 201611 221396 117539 169326 223006 189261 111136 142319 451363 327681 125303 142448 135844 107700 103869 87960.3 231246 243824 226538 123175 196761 140704 80305.8 114573 93746.3 38825.5 38380.9 44415.7 32596.8 12858.7
threshold=0 371.63775000000004 285.81500000000005 14.451000000000002 670.0675 483.06600000000009 157.50375000000003 367.7580000000001 354.32250000000005 64.703322500000027 218.51700000000002 522.5150000000001 190.60000000000002 257.54600000000011 225.65850000000003 219.99000000000004 174.76450000000003 360.15000000000003 190.85750000000002 1439.8675000000001 76.987500000000011 80.03670000000001 45.527785000000002 552.55750000000012 1 302.32450000000006 1092.2134000000003 121.015 360.15000000000003 13.307000000000002 91.13000000000001 208.21944900000003 4.402000000000001 112.50100000000002 497.3561400000001
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 2 2 2 2 2 2 2 2
left_child=1 2 11 30 7 6 18 19 10 -10 27 12 15 14 -14 17 -17 -1 31 20 24 22 -22 -23 25 -2 -26 28 -9 -29 34 32 -6 -12 -4
right_child=4 -3 3 -5 5 -7 -8 8 9 -11 33 -13 13 -15 -16 16 -18 -19 -20 -21 21 23 -24 -25 26 -27 -28 29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.03455454160220655 -0.054788300722850035 1.6629683043616161 -0.27563687523206076 2.1418235278129578 -0.36343771074595077 -1.0979208100759068 0.62873622798919682 -0.15178064866170723 -0.48765620036558671 0.77149975703312812 -0.5478837404251099 -0.6172651200824314 1.035798540773063 1.7305882501602172 -0.18326226329673889 -0.34885056074754694 0.42359700181654525 -0.43332365490141372 -0.91100017662048349 -0.6882215283133768 0.27927457389386395 0.023118233241311459 1.5153001500368117 0.64967455983667055 -0.00097595627857507321 -0.52129263289431305 0.81766249917802358 -0.22997153282165528 -0.79794671771987791 0.73825503301620488 0.38028612613677981 0.20882135772705077 0.15808267879486085 -1.0848721135121127 0.034911499182383218
leaf_weight=4136 2369 35 24 24 89 26 30 239 22 39 20 27 29 20 92 162 28 63 25 22 79 2631 20 59 92891 94 21 20 31 20 24 20 20 26 30
leaf_count=4136 2369 35 24 24 89 26 30 239 22 39 20 27 29 20 92 162 28 63 25 22 79 2631 20 59 92891 94 21 20 31 20 24 20 20 26 30
internal_value=0 0.0457601 0.0337093 0.53885 -0.00246923 -0.273651 -0.157178 -0.00189193 -0.169426 0.317378 -0.252839 0.0224026 0.0262152 0.338935 0.108909 0.0161689 -0.235016 0.0275347 -0.310278 -0.0011804 -0.00102643 0.054329 0.528977 0.0368605 -0.00264515 -0.0722988 -0.000790842 -0.16402 -0.22597 0.254142 0.0456273 -0.19386 -0.267746 -0.851399 -0.10311
internal_weight=0 4694 4659 102 98813 210 184 98603 417 61 356 4557 4530 141 121 4389 190 4199 154 98186 98164 2789 99 2690 95375 2463 92912 310 270 40 78 129 109 46 54
internal_count=103507 4694 4659 102 98813 210 184 98603 417 61 356 4557 4530 141 121 4389 190 4199 154 98186 98164 2789 99 2690 95375 2463 92912 310 270 40 78 129 109 46 54
cat_boundaries=0 5 9
cat_threshold=1073742080 16386 4736 139591970 1611399184 268468224 4227072 256 8
is_linear=0
shrinkage=0.01


Tree=919
num_leaves=44
num_cat=6
split_feature=25 17 9 1 7 0 24 25 5 24 25 24 5 3 6 8 0 1 9 10 9 4 3 11 7 10 17 0 11 6 6 15 6 10 8 3 5 8 5 7 9 11 9
split_gain=102513 672895 301458 917478 320214 227718 208685 360154 568832 276180 215806 182126 162665 143122 199353 215328 112881 106611 104590 200397 266646 140099 130119 113632 133303 247553 181295 123930 84302.1 182644 116527 64076.1 128698 60255.5 39546.3 37100.2 39528.4 36732 33641.4 25095.4 19772.2 12720.3 1888.69
threshold=0 446.37500000000006 285.81500000000005 10.061400000000001 10.405024000000003 153.06750000000002 1 2 392.81250000000006 3 4 5 20.960250000000002 670.0675 483.06600000000009 157.50375000000003 367.42525000000006 190.85750000000002 367.7580000000001 255.92650000000003 617.48075000000006 29.375500000000002 297.47500000000008 675.38900000000001 394.58800000000002 151.12275000000002 129.93500000000003 156.75900000000004 51.835000000000001 53.105500000000006 763.68025000000011 197.48460000000003 133.58000000000001 177.46054150000003 106.86250000000001 1449.0631000000001 13.08825 71.278500000000022 242.60800000000003 25.602500000000003 497.3561400000001 912.00000000000011 893.92800000000011
decision_type=9 2 2 2 2 2 1 9 2 1 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 6 33 7 9 -9 -1 11 -8 40 18 15 17 -12 35 23 22 21 -21 31 24 28 26 -26 39 30 -30 -2 32 -20 38 -27 36 -15 -7 -6 41 -4 -25 -42
right_child=13 -3 3 -5 5 37 10 8 -10 -11 16 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 27 25 34 -28 -29 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 42 -43 -44
leaf_value=0.87201959360827208 -0.0034853990835319532 1.749174308984176 -0.32393466790517172 2.1929528368436375 -0.16330673049591229 -0.6479478473133512 0.32598383690383276 0.053614952433395667 1.6721828846497968 0.16306539086919081 -0.047346515712779043 0.002165550626994331 0.87423276805877692 0.013548587193227796 -1.0869415837984819 0.6224489053090414 -0.55362257681952587 -0.91739542722702028 -0.17096076275668082 0.4811484079360962 0.88826124166187481 -0.55766963990958962 -1.026830491586165 -0.21056690482156618 0.24227673037686184 -0.79152947044372557 1.1884089968421243 -1.0203321838378907 0.017745425994214893 0.25678908956483237 0.36693751522723367 0.24455656931950498 -0.74390151970088481 0.27778278573354087 -0.21746249643961588 -0.54751016409500786 -0.46185758507770042 -1.2133719196319581 -0.55011710921923318 -0.46393609696626664 0.070220933641706201 0.081290373491647194 -0.063896695091610861
leaf_weight=101 94800 23 33 26 356 27 301 1665 22 142 2064 404 20 73 26 30 45 24 214 20 38 37 22 28 255 20 22 21 1859 386 85 26 48 30 30 23 23 20 24 20 21 32 21
leaf_count=101 94800 23 33 26 356 27 301 1665 22 142 2064 404 20 73 26 30 45 24 214 20 38 37 22 28 255 20 22 21 1859 386 85 26 48 30 30 23 23 20 24 20 21 32 21
internal_value=0 0.0423315 0.0350346 0.528466 0.023555 -0.229253 0.0479086 0.127648 0.0742822 0.480554 -0.00720918 0.143045 0.0729223 -0.0025991 -0.270507 -0.147806 -0.0578746 -0.309398 -0.00205514 -0.162424 0.239401 -0.193172 -0.285563 -0.00138939 -0.00104195 0.200523 0.317421 -0.336636 -0.00172055 0.058846 -0.00315357 -0.228939 -0.275927 -0.153674 -0.447089 -0.186777 -0.100351 -0.888554 -0.187737 -0.157166 -0.14076 -0.0549097 0.00316212
internal_weight=0 5345 5322 121 5201 457 4744 1930 1687 243 2814 705 95 98162 199 173 2109 143 97963 405 95 57 310 97558 97457 327 277 101 97130 2245 94885 288 262 410 50 119 96 47 380 80 75 60 42
internal_count=103507 5345 5322 121 5201 457 4744 1930 1687 243 2814 705 95 98162 199 173 2109 143 97963 405 95 57 310 97558 97457 327 277 101 97130 2245 94885 288 262 410 50 119 96 47 380 80 75 60 42
cat_boundaries=0 6 7 11 12 17 18
cat_threshold=1073742080 545275906 4736 139591970 1611415696 1024 3139 0 536870912 0 131330 66 1073742080 16384 0 4194304 1074266128 296
is_linear=0
shrinkage=0.01


Tree=920
num_leaves=15
num_cat=3
split_feature=22 25 1 2 0 16 7 5 1 25 24 2 26 1
split_gain=167043 127248 123577 105958 91340.5 90330.5 99298.8 118527 142365 88706.4 494245 78455 8939.86 2442.99
threshold=550.81750000000011 0 1070.9310000000003 272.24748000000005 74.41500000000002 1107.6734000000001 615.99125000000015 552.55750000000012 335.00670000000008 1 2 364.96250000000003 2022.5000000000002 1439.8675000000001
decision_type=2 9 2 2 2 2 2 2 2 9 1 2 2 2
left_child=1 12 5 4 13 6 9 8 -8 10 -3 -11 -1 -4
right_child=-2 2 3 -5 -6 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.4165316360996616 0.74537059927980109 0.3543696462599587 -0.31540347455938661 -0.91997149825096136 0.31447117659780716 0.52293867689190487 -0.21316884375781148 -0.83061853126243312 0.6756778092384339 -0.0014755752375528563 -0.095437774556314858 0.11135772335290488 -0.2480452313553542 -0.44008827773007481
leaf_weight=62 30 412 30 24 27 33 182 27 20 101469 575 620 64 33
leaf_count=62 30 412 30 24 27 33 182 27 20 101469 575 620 64 33
internal_value=0 -0.000933565 -0.000531567 -0.329593 -0.172159 -0.000168606 -0.000335708 -0.20834 -0.125164 0.000126407 0.0939949 -0.000790246 -0.306617 -0.380715
internal_weight=0 103578 103452 114 90 103338 103305 229 202 103076 987 102089 126 63
internal_count=103608 103578 103452 114 90 103338 103305 229 202 103076 987 102089 126 63
cat_boundaries=0 4 10 11
cat_threshold=0 0 0 131072 1073741824 2 4096 135266562 32 32 3337
is_linear=0
shrinkage=0.01


Tree=921
num_leaves=15
num_cat=2
split_feature=22 25 1 2 0 16 7 5 1 25 5 2 26 1
split_gain=163718 124716 121118 103850 89522.9 88532.8 97323 116168 139532 85704.8 111239 75578.4 8761.96 2394.37
threshold=550.81750000000011 0 1070.9310000000003 272.24748000000005 74.41500000000002 1107.6734000000001 615.99125000000015 552.55750000000012 335.00670000000008 1 522.5150000000001 364.96250000000003 2022.5000000000002 1439.8675000000001
decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 12 5 4 13 6 9 8 -8 10 -3 -11 -1 -4
right_child=-2 2 3 -5 -6 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.41236631293450637 0.73791688778003062 0.11621443700541764 -0.31224943675597511 -0.91077179630597427 0.31132648401790197 0.51770930954904271 -0.21103715615945734 -0.82231235610114195 0.66892102909088136 -0.0014004306995399555 -0.62040021714710047 0.10916756127281203 -0.24556478017009795 -0.43568738879579483
leaf_weight=62 30 863 30 24 27 33 182 27 20 101570 21 622 64 33
leaf_count=62 30 863 30 24 27 33 182 27 20 101570 21 622 64 33
internal_value=0 -0.00092398 -0.000526001 -0.326297 -0.170437 -0.000166669 -0.000332101 -0.206257 -0.123913 0.000125394 0.0976115 -0.000727378 -0.30355 -0.376907
internal_weight=0 103578 103452 114 90 103338 103305 229 202 103076 884 102192 126 63
internal_count=103608 103578 103452 114 90 103338 103305 229 202 103076 884 102192 126 63
cat_boundaries=0 4 9
cat_threshold=0 0 0 131072 1073741824 2 4096 1048578 32
is_linear=0
shrinkage=0.01


Tree=922
num_leaves=15
num_cat=2
split_feature=22 25 1 2 0 16 7 5 1 25 5 2 26 1
split_gain=160460 122234 118708 101783 87741.3 86771 95386.3 113857 136755 83999.3 109026 74074.4 8587.6 2346.73
threshold=550.81750000000011 0 1070.9310000000003 272.24748000000005 74.41500000000002 1107.6734000000001 615.99125000000015 552.55750000000012 335.00670000000008 1 522.5150000000001 364.96250000000003 2022.5000000000002 1439.8675000000001
decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 2
left_child=1 12 5 4 13 6 9 8 -8 10 -3 -11 -1 -4
right_child=-2 2 3 -5 -6 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.40824265187786474 0.73053768033782651 0.11505229199954836 -0.30912693746884662 -0.9016640718777974 0.30821320187162471 0.51253219431096864 -0.20892678166156287 -0.81408922230755831 0.66223180961608896 -0.0013864264191767799 -0.61419621785481771 0.10807589333444546 -0.24310912693850698 -0.43133051901152641
leaf_weight=62 30 863 30 24 27 33 182 27 20 101570 21 622 64 33
leaf_count=62 30 863 30 24 27 33 182 27 20 101570 21 622 64 33
internal_value=0 -0.00091474 -0.000520741 -0.323034 -0.168733 -0.000165002 -0.000328779 -0.204194 -0.122673 0.00012414 0.0966354 -0.000720105 -0.300515 -0.373138
internal_weight=0 103578 103452 114 90 103338 103305 229 202 103076 884 102192 126 63
internal_count=103608 103578 103452 114 90 103338 103305 229 202 103076 884 102192 126 63
cat_boundaries=0 4 9
cat_threshold=0 0 0 131072 1073741824 2 4096 1048578 32
is_linear=0
shrinkage=0.01


Tree=923
num_leaves=15
num_cat=3
split_feature=22 25 1 16 7 5 1 25 24 5 3 1 26 0
split_gain=157267 119802 116346 85044.2 93488.1 111591 134034 82327.7 634135 68828.3 67636.1 14378.3 8416.7 1663.59
threshold=550.81750000000011 0 1070.9310000000003 1107.6734000000001 615.99125000000015 552.55750000000012 335.00670000000008 1 2 616.44275000000005 46.507500000000007 1439.8675000000001 2022.5000000000002 9.2096700000000027
decision_type=2 9 2 2 2 2 2 9 1 2 2 2 2 2
left_child=1 12 3 4 7 6 -6 8 -3 -9 11 13 -1 -4
right_child=-2 2 10 -5 5 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.40416022216120079 0.72323233062028891 0.36578124272607571 -0.37872302134831748 0.50740687399199513 -0.20683751777141962 -0.80594831749244977 0.65560949373245236 -0.001103601935944421 -0.16482081644462818 0.17170640288493336 0.16469596292661584 -0.58419455933570863 -0.24067804156104103 -0.2626748475574312
leaf_weight=62 30 432 30 33 182 27 20 101961 452 231 23 40 64 21
leaf_count=62 30 432 30 33 182 27 20 101961 452 231 23 40 64 21
internal_value=0 -0.000905593 -0.000515534 -0.000163352 -0.000325492 -0.202152 -0.121447 0.000122899 0.095669 -0.000712904 -0.319804 -0.44226 -0.29751 -0.330938
internal_weight=0 103578 103452 103338 103305 229 202 103076 884 102192 114 91 126 51
internal_count=103608 103578 103452 103338 103305 229 202 103076 884 102192 114 91 126 51
cat_boundaries=0 4 9 10
cat_threshold=0 0 0 131072 1073741824 2 4096 1048578 32 3353
is_linear=0
shrinkage=0.01


Tree=924
num_leaves=15
num_cat=3
split_feature=22 25 1 2 0 16 7 5 1 25 24 2 26 1
split_gain=154137 117418 114030 100230 85412.2 83351.8 91627.9 109370 131367 80727.4 621796 72649.9 8249.21 2245.44
threshold=550.81750000000011 0 1070.9310000000003 272.24748000000005 74.41500000000002 1107.6734000000001 615.99125000000015 552.55750000000012 335.00670000000008 1 2 1439.8675000000001 2022.5000000000002 1439.8675000000001
decision_type=2 9 2 2 2 2 2 2 2 9 1 2 2 2
left_child=1 12 5 4 13 6 9 8 -8 10 -3 -11 -1 -4
right_child=-2 2 3 -5 -6 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.40011862097247958 0.71600004023313513 0.36220618353035655 -0.30254562878608704 -0.89080416878064472 0.30708693742752075 0.50233278332334574 -0.20476914028217505 -0.79788884551436812 0.64905338668823254 -0.0005348757285116002 -0.16320828499474049 -0.41652421332540968 -0.23827125936630184 -0.42208301284096456
leaf_weight=62 30 432 30 24 27 33 182 27 20 102150 452 42 64 33
leaf_count=62 30 432 30 24 27 33 182 27 20 102150 452 42 64 33
internal_value=0 -0.000896343 -0.000510184 -0.316606 -0.163486 -0.000161524 -0.000322042 -0.200131 -0.120232 0.000121865 0.0947348 -0.000705775 -0.294535 -0.36516
internal_weight=0 103578 103452 114 90 103338 103305 229 202 103076 884 102192 126 63
internal_count=103608 103578 103452 114 90 103338 103305 229 202 103076 884 102192 126 63
cat_boundaries=0 4 9 10
cat_threshold=0 0 0 131072 1073741824 2 4096 1048578 32 3353
is_linear=0
shrinkage=0.01


Tree=925
num_leaves=22
num_cat=5
split_feature=25 24 17 22 25 8 2 0 6 16 3 24 0 7 1 8 0 26 24 26 26
split_gain=122390 154836 103224 146656 103855 272742 477564 528569 342846 163042 107275 93757.8 156406 156100 76633.9 36820.5 28792.5 7773.61 4246.29 1808.11 33.9025
threshold=0 1 808.93715250000014 550.81750000000011 2 19.646625000000004 414.53600000000012 10.847970000000002 877.0150000000001 925.3130000000001 1449.0631000000001 3 7.7340000000000009 40.107500000000009 884.13250000000005 11.382500000000002 9.8384700000000009 2022.5000000000002 4 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2
left_child=1 16 3 4 5 6 8 -8 -2 10 14 12 -7 -13 -6 -4 17 -1 19 -3 -20
right_child=2 18 15 -5 9 11 7 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.12396033067147709 0.045770140692138701 -0.28031513205596381 -0.2384700136918288 0.70010946289698284 -0.0019595670177141779 -0.11161575233191252 0.15356399975039745 1.4740157071113587 1.1555400607841355 0.67125787814458204 -0.64409222566164459 -0.21658655412358008 -0.79365115913851514 0.13939361857494922 0.2709522714668397 -0.76621436095237727 -0.29694715957641604 0.0016875405992780412 -0.47544929122924806 -0.19959185496243564 -0.46462253226608524
leaf_weight=103 4803 56 39 30 97008 80 77 50 28 36 26 326 58 198 103 20 25 105 55 55 61
leaf_count=103 4803 56 39 30 97008 80 77 50 28 36 26 326 58 198 103 20 25 105 55 55 61
internal_value=0 -0.160948 0.000790712 0.00103073 0.000826703 0.0425837 0.068115 0.673427 0.0522023 -0.00159253 -0.00184206 -0.147988 -0.371358 -0.080538 -0.00167011 -0.417366 0.0227219 0.0622361 -0.342476 -0.220456 -0.432474
internal_weight=0 460 102882 102823 102793 5620 4958 127 4831 97173 97137 662 138 524 97111 59 233 208 227 111 116
internal_count=103342 460 102882 102823 102793 5620 4958 127 4831 97173 97137 662 138 524 97111 59 233 208 227 111 116
cat_boundaries=0 4 5 10 11 12
cat_threshold=1073741824 0 4096 1048576 2481 33024 541065344 258 207782186 16416 70 1540
is_linear=0
shrinkage=0.01


Tree=926
num_leaves=14
num_cat=1
split_feature=17 22 11 2 6 6 24 2 11 8 0 8 8
split_gain=100814 144041 167884 68731.2 251864 164234 162239 510598 160627 127218 56433.7 36087.8 1560.58
threshold=808.93715250000014 550.81750000000011 1439.8675000000001 22.153894000000005 1054.5000000000002 1424.6500000000003 0 1070.9310000000003 452.44500000000005 1117.4100000000001 1077.3535000000002 11.382500000000002 1468.3681000000001
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 2 3 5 6 9 8 -8 -5 10 -1 -2 -11
right_child=11 -3 -4 4 -6 -7 7 -9 -10 12 -12 -13 -14
leaf_value=-0.0023023347225034681 -0.23608531837279981 0.69310834693908685 -0.76066551060512155 0.063930602548798149 0.97554828992911757 -0.74181225395202632 -0.031202833849317602 1.1336209366823498 0.61826910833142845 0.4404845852851868 0.25397852725760883 -0.75855221915245052 0.54997003804082456
leaf_weight=95244 39 30 29 3805 28 30 3887 38 53 30 86 20 23
leaf_count=95244 39 30 29 3805 28 30 3887 38 53 30 86 20 23
internal_value=0 0.000290791 8.94938e-05 0.000303222 0.0288224 -0.0020315 0.0254165 -0.0198749 0.071361 -0.00179883 -0.00207114 -0.413193 0.487997
internal_weight=0 103283 103253 103224 7811 95413 7783 3925 3858 95383 95330 59 53
internal_count=103342 103283 103253 103224 7811 95413 7783 3925 3858 95383 95330 59 53
cat_boundaries=0 1
cat_threshold=795
is_linear=0
shrinkage=0.01


Tree=927
num_leaves=24
num_cat=5
split_feature=25 24 17 2 16 11 11 25 8 2 4 15 10 1 2 26 8 24 26 26 24 26 26
split_gain=120083 151676 99160.2 100484 1.06507e+06 325160 132349 136647 266998 618124 129775 126682 101311 450948 183123 94775.8 35369.6 28723.8 58331.2 7956.19 4048.25 1750.15 35.0746
threshold=0 1 808.93715250000014 749.57248000000016 47.946750000000009 1.9975000000000003 1439.8675000000001 2 20.721250000000001 414.53600000000012 289.64010000000007 248.95175000000003 72.483750000000015 335.00670000000008 440.02900000000005 2022.5000000000002 11.382500000000002 3 2022.5000000000002 2022.5000000000002 4 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2
left_child=1 17 3 6 5 10 7 8 9 -2 15 -10 14 -14 -9 -5 -4 18 -1 -19 21 -3 -22
right_child=2 20 16 4 -6 -7 -8 12 11 -11 -12 -13 13 -15 -16 -17 -18 19 -20 -21 22 -23 -24
leaf_value=0.36763898707272719 0.075018893866386882 -0.27754138733659472 -0.23372446153408444 0.49510606377552718 2.3009926383061843 -1.0197561240196229 -0.72692953014373785 -0.0023456827722618942 -0.18833374098380717 1.0528890609560591 -0.54104866691257647 0.33907089735269547 0.04171900261255667 0.89501742027699949 -0.31558033947319908 -0.05291728026462051 -0.75096669280529027 -0.18467324184921552 -0.075551652446869885 -0.017178160948831529 -0.47067176506736064 -0.19812251983989371 -0.4596594372733695
leaf_weight=57 3141 56 39 78 22 28 25 96657 511 66 23 50 1918 64 187 53 20 53 62 61 55 55 61
leaf_count=57 3141 56 39 78 22 28 25 96657 511 66 23 50 1918 64 187 53 20 53 62 61 55 55 61
internal_value=0 -0.159425 0.00078265 0.00101789 0.222736 -0.0284815 0.000577133 0.000754411 0.0597777 0.0951434 0.15175 -0.141328 -0.0015019 0.0692725 -0.00295052 0.273387 -0.409061 0.022369 0.126133 -0.0873835 -0.339094 -0.218505 -0.427985
internal_weight=0 460 102882 102823 204 182 102619 102594 3768 3207 154 561 98826 1982 96844 131 59 233 119 114 227 111 116
internal_count=103342 460 102882 102823 204 182 102619 102594 3768 3207 154 561 98826 1982 96844 131 59 233 119 114 227 111 116
cat_boundaries=0 4 5 10 11 12
cat_threshold=1073741824 0 4096 1048576 2481 32768 536870912 258 140673288 32 2320 1540
is_linear=0
shrinkage=0.01


Tree=928
num_leaves=18
num_cat=5
split_feature=25 24 17 22 11 25 8 5 16 24 2 8 0 26 24 26 26
split_gain=117694 148658 97186.9 140273 164606 109634 227908 313956 157146 98784.1 76971.8 34665.8 28208.3 7428.65 3967.69 1715.32 34.3766
threshold=0 1 808.93715250000014 550.81750000000011 1439.8675000000001 2 20.721250000000001 552.55750000000012 1107.6734000000001 3 1070.9310000000003 11.382500000000002 9.8384700000000009 2022.5000000000002 4 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 2 9 2 2 2 1 2 2 2 2 1 2 2
left_child=1 12 3 4 5 6 7 -2 10 -8 -7 -4 13 -1 15 -3 -16
right_child=2 14 11 -5 -6 8 9 -9 -10 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=0.12158096526432964 0.077556775055239835 -0.27476597036634171 -0.23138721559292233 0.68470467519760136 -0.76581929398434501 -0.0013460351076272881 -0.36483466397025693 0.84718274716977715 0.80815979202588395 -0.051264232018518242 0.34288615175393916 -0.74345702123641977 -0.29427909088134768 0.0020519324257260276 -0.46596504835648972 -0.19614129690690477 -0.45506283963312866
leaf_weight=103 2874 56 39 30 28 99177 124 54 24 447 65 20 25 105 55 55 61
leaf_count=103 2874 56 39 30 28 99177 124 54 24 447 65 20 25 105 55 55 61
internal_value=0 -0.15783 0.000774823 0.00100772 0.00080818 0.00101706 0.0559505 0.0917507 -0.000924819 -0.126647 -0.00112058 -0.40497 0.0221453 0.0612418 -0.335703 -0.21632 -0.423706
internal_weight=0 460 102882 102823 102793 102765 3499 2928 99266 571 99242 59 233 208 227 111 116
internal_count=103342 460 102882 102823 102793 102765 3499 2928 99266 571 99242 59 233 208 227 111 116
cat_boundaries=0 4 5 10 11 12
cat_threshold=1073741824 0 4096 1048576 2481 32768 536870912 258 138576136 32 70 1540
is_linear=0
shrinkage=0.01


Tree=929
num_leaves=15
num_cat=1
split_feature=22 11 24 11 2 8 1 8 4 1 12 8 3 10
split_gain=94681.4 158078 70171.1 232096 206225 160792 145546 133902 200604 223727 162081 122838 111505 79973.9
threshold=550.81750000000011 1439.8675000000001 0 912.00000000000011 1070.9310000000003 1117.4100000000001 44.630000000000003 490.81062000000003 547.82000000000005 315.7462000000001 1078.0535000000002 1117.4100000000001 1449.0631000000001 426.12125000000009
decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 10 9 11 12 -9 13 -4
right_child=-2 -3 7 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0052841494891800065 0.54391630098223687 -0.73831784427165992 -0.0054520232244682143 0.9749126733779907 0.85396169629590268 0.73019909797176241 0.10597692252371925 -0.089374140621059472 0.60129244956970218 -1.2145044165391188 -0.66661233892311933 -0.72856290867454121 0.63793473561604819 0.18214703081584158
leaf_weight=32898 32 29 68272 25 29 31 1501 144 25 26 37 38 27 228
leaf_count=32898 32 29 68272 25 29 31 1501 144 25 26 37 38 27 228
internal_value=0 -0.000115763 9.15143e-05 0.011732 0.0110366 0.0103266 0.00967788 -0.00574406 -0.245065 -0.34679 -0.00493162 -0.222831 -0.00457435 -0.00482761
internal_weight=0 103310 103281 34484 34459 34430 34399 68797 233 208 68564 182 68527 68500
internal_count=103342 103310 103281 34484 34459 34430 34399 68797 233 208 68564 182 68527 68500
cat_boundaries=0 1
cat_threshold=1043
is_linear=0
shrinkage=0.01


Tree=930
num_leaves=16
num_cat=3
split_feature=11 1 22 25 24 26 8 25 2 2 3 19 0 26 26
split_gain=200119 144521 114911 105897 208448 192454 144781 81070 731148 343545 67721.9 49788.8 37161.3 19268.9 650.23
threshold=1439.8675000000001 1070.9310000000003 379.00000000000006 0 1 2022.5000000000002 1468.3681000000001 2 597.17782000000011 749.57248000000016 46.507500000000007 5.6095500000000014 228.21400000000003 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 9 1 2 2 9 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -5 -9 12 -4 13 -3 -6
right_child=-2 10 11 6 14 -7 -8 9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.59915013279914864 0.83179968167995588 -0.19120770079748972 -0.23244488513469697 0.029006963335521788 -0.44214342620274794 -0.27824060635566711 0.67465349942445751 0.00062489583291887481 1.2564318042142051 -0.47515566481179317 0.060996240643518308 -0.84352246075868609 -0.87155510539100278 -0.55041925746947529 -0.48435067735306209
leaf_weight=50 29 28 40 5066 73 50 32 98040 49 152 28 20 21 32 73
leaf_count=50 29 28 40 5066 73 50 32 98040 49 152 28 20 21 32 73
internal_value=0 0.000981414 0.00136415 0.00161757 -0.201518 0.145868 0.00212043 0.00191232 0.0406857 -0.000111595 -0.362954 -0.436137 -0.509505 -0.382787 -0.433552
internal_weight=0 103754 103645 103585 246 100 103339 103307 5115 98192 109 60 81 60 146
internal_count=103783 103754 103645 103585 246 100 103339 103307 5115 98192 109 60 81 60 146
cat_boundaries=0 1 2 8
cat_threshold=1073741824 2468 1048576 130 0 105054250 1074020386 1056
is_linear=0
shrinkage=0.01


Tree=931
num_leaves=16
num_cat=3
split_feature=11 1 22 25 25 26 25 1 6 26 2 19 12 2 1
split_gain=196137 141645 112624 103789 88244.4 228725 219547 173206 91409.8 87825.1 71808.5 48798 45450.9 77513.7 4579.15
threshold=1439.8675000000001 1070.9310000000003 379.00000000000006 0 1 2022.5000000000002 2 438.42500000000007 1424.6500000000003 2022.5000000000002 749.57248000000016 5.6095500000000014 29.542500000000004 8.3370000000000015 1439.8675000000001
decision_type=2 2 2 9 9 2 9 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 7 -7 -5 10 -1 -6 -4 13 14 -3
right_child=-2 12 11 4 8 6 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.018664834770729874 0.82348167978484055 -0.36711395926773549 -0.23012043261528015 0.11634685879793938 0.00048935156915583375 0.2772765908557035 -0.065850113495339202 0.85854602634906774 0.56166603729642672 -0.39656043452945183 -0.21354358922144412 -0.83508724196255202 0.02496795932451884 -0.96363644637491397 -0.19514403502146405
leaf_weight=123 29 32 40 1806 99450 200 1665 32 29 123 157 20 24 23 30
leaf_count=123 29 32 40 1806 99450 200 1665 32 29 123 157 20 24 23 30
internal_value=0 0.0009716 0.00135051 0.00160139 0.00209923 0.0499663 -0.02792 0.129269 0.000315396 -0.199503 0.000151994 -0.431776 -0.359325 -0.467831 -0.283903
internal_weight=0 103754 103645 103585 103339 3703 1865 1838 99636 246 99607 60 109 85 62
internal_count=103783 103754 103645 103585 103339 3703 1865 1838 99636 246 99607 60 109 85 62
cat_boundaries=0 1 7 12
cat_threshold=1073741824 1048576 2 0 37945386 262176 32 0 0 0 32 262176
is_linear=0
shrinkage=0.01


Tree=932
num_leaves=16
num_cat=2
split_feature=11 1 22 25 24 26 8 14 4 0 3 19 0 26 26
split_gain=192234 138827 110383 101724 204417 186986 141971 93277 178590 128275 66220.9 47826.9 36331.9 18881.3 527.233
threshold=1439.8675000000001 1070.9310000000003 379.00000000000006 0 1 2022.5000000000002 1468.3681000000001 162.70456050000004 422.73350000000011 384.83520000000004 46.507500000000007 5.6095500000000014 228.21400000000003 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 -5 12 -4 13 -3 -6
right_child=-2 10 11 6 14 -7 -8 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.59334524712562564 0.81524686024106785 -0.1857107721056257 -0.22781922417879105 0.0018693711304423332 -0.43753534774257707 -0.27149259338378906 0.66805302977561953 -0.064722848282274259 -0.66860782439892108 0.14344808740275247 0.063494269890444613 -0.82673636589944366 -0.85863579613821839 -0.54129051856696608 -0.47554156723087782
leaf_weight=50 29 28 40 101770 73 50 32 841 52 644 28 20 21 32 73
leaf_count=50 29 28 40 101770 73 50 32 841 52 644 28 20 21 32 73
internal_value=0 0.000962088 0.00133721 0.00158558 -0.197508 0.146297 0.00207844 0.00187235 -0.0998875 0.00275965 -0.355731 -0.427458 -0.500649 -0.375353 -0.427273
internal_weight=0 103754 103645 103585 246 100 103339 103307 893 102414 109 60 81 60 146
internal_count=103783 103754 103645 103585 246 100 103339 103307 893 102414 109 60 81 60 146
cat_boundaries=0 1 2
cat_threshold=1073741824 2468
is_linear=0
shrinkage=0.01


Tree=933
num_leaves=15
num_cat=0
split_feature=11 22 1 8 3 4 16 7 2 2 19 2 1 22
split_gain=188408 136098 114141 99399.1 86286.7 69001.7 316936 197342 78681.8 109004 67770.1 35434.4 3275.48 192.288
threshold=1439.8675000000001 379.00000000000006 1070.9310000000003 1468.3681000000001 174.76450000000003 521.79500000000019 129.93500000000003 421.77600000000007 1439.8675000000001 1070.9310000000003 10.292650000000002 8.3370000000000015 1439.8675000000001 573.53125000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 8 7 -7 9 -1 13 12 -4 -3
right_child=-2 10 4 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0018128282996679197 0.80709441374088164 -0.26067977422759647 -0.42362125424777758 0.53439373016357428 0.20288761300345262 -0.14544882407228826 0.79815908757123089 -0.93963403146607538 -0.46554914332098435 0.47357858969240774 -0.94653669786453254 -0.83293735322498141 -0.27756671871457778 -0.21788586423510597
leaf_weight=103102 29 21 34 35 24 295 33 35 36 49 20 21 28 21
leaf_count=103102 29 21 34 35 24 295 33 35 36 49 20 21 28 21
internal_value=0 0.000952467 0.00123252 0.00156973 -0.325209 0.00138963 -0.136241 -0.229681 0.0018738 0.00203693 -0.467429 -0.477912 -0.357661 -0.239283
internal_weight=0 103754 103692 103585 107 103550 363 330 103187 103151 62 83 62 42
internal_count=103783 103754 103692 103585 107 103550 363 330 103187 103151 62 83 62 42
is_linear=0
shrinkage=0.01


Tree=934
num_leaves=22
num_cat=4
split_feature=11 1 14 0 10 4 25 5 3 18 5 25 24 5 14 25 9 3 0 26 3
split_gain=184659 133523 106523 192370 182479 127227 125519 117065 112592 98078.5 93796.6 92422.8 195875 88576.3 85287.2 83206.6 82892.4 63655 35442.7 18454.9 12607.2
threshold=1439.8675000000001 1070.9310000000003 162.70456050000004 384.83520000000004 279.94750000000005 1085.2750000000003 0 130.89900000000003 51.025000000000013 819.02500000000009 522.5150000000001 1 2 64.594250000000002 356.84390000000002 3 457.46200000000005 46.507500000000007 228.21400000000003 2022.5000000000002 7.8873450000000007
decision_type=2 2 2 2 2 2 9 2 2 2 2 9 1 2 2 9 2 2 2 2 2
left_child=1 2 5 6 -5 9 10 20 13 11 16 12 -1 -8 -10 -13 -4 18 19 -3 -7
right_child=-2 17 3 4 -6 7 8 -9 14 -11 -12 15 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.10258878074586392 0.7990234518051148 -0.17971082414899553 -0.16908886382564153 -0.20357228868147906 -1.3568669941114342 0.28564372969836727 -0.067086151901044347 1.0601682448387146 0.17795991750324475 0.57364046605428054 -0.74289806401288061 0.042889373173959695 -0.45435797904854391 0.4575624924737054 0.97703059012239635 0.00025107488148832851 0.40112787994935561 0.062152419595846109 -0.84453213373819991 -0.53125335410237318 -0.011096989458257503
leaf_weight=118 29 28 457 34 23 41 247 20 34 30 27 4792 124 37 22 97590 27 28 21 32 22
leaf_count=118 29 28 457 34 23 41 247 20 34 30 27 4792 124 37 22 97590 27 28 21 32 22
internal_value=0 0.000942942 0.00131083 -0.106526 -0.668937 0.00226391 -0.0688561 0.393622 0.0797281 0.00194748 -0.16603 0.00178035 -0.189494 0.00126596 0.491881 0.00225076 -0.137279 -0.348871 -0.490953 -0.3672 0.18202
internal_weight=0 103754 103645 908 57 102737 851 83 340 102654 511 102624 242 284 56 102382 484 109 81 60 63
internal_count=103783 103754 103645 908 57 102737 851 83 340 102654 511 102624 242 284 56 102382 484 109 81 60 63
cat_boundaries=0 6 7 8 14
cat_threshold=67141632 16416 552 33554432 0 12544 1073741824 2980 1048576 130 0 105054250 278560 32
is_linear=0
shrinkage=0.01


Tree=935
num_leaves=21
num_cat=3
split_feature=3 11 25 26 25 10 2 25 2 8 10 0 17 5 8 0 1 4 8 4
split_gain=112572 95378.3 76452.8 69203 384200 595513 423666 282992 203679 184519 178870 137290 129362 191260 132284 58802 52473.5 37750.8 31927 15632.3
threshold=1449.0631000000001 1439.8675000000001 0 2022.5000000000002 1 349.36250000000007 1070.9310000000003 2 883.10000000000014 901.21050000000014 1098.7459000000001 658.11750000000018 575.5875000000002 13.08825 95.715060000000008 335.27750000000009 413.70875000000007 49.373000000000012 5.008 13.912000000000001
decision_type=2 2 9 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 4 5 6 -4 12 11 10 -9 -6 14 -14 -5 16 17 18 -1 -2
right_child=19 -3 3 7 8 -7 -8 9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.038271159633132053 0.60260036081075674 0.56390138749281571 0.073029452322925487 -0.070457512773650297 0.00013951771121896241 1.7653030187743051 1.4043405707677206 -0.0015725651012474702 -0.92194184839725501 0.67835354802012449 0.84451282539367689 -0.49978280726346103 -0.12642487590129559 1.1743114213943482 -0.23436879563197083 -0.51042033046483992 -0.56873457772391189 -0.37174530330457189 -0.36501224944668431 0.24621178483963016
leaf_weight=847 32 30 5956 3391 45174 21 24 47081 24 40 25 55 26 20 576 32 21 38 31 20
leaf_count=847 32 30 5956 3391 45174 21 24 47081 24 40 25 55 26 20 576 32 21 38 31 20
internal_value=0 0.00013248 -3.11179e-05 0.000809557 0.00902226 0.0841356 0.0783725 -0.00741824 -0.000956898 -0.000546929 -0.00112353 -0.000468405 -0.0879241 0.439113 -0.0942571 -0.0879819 -0.0744939 -0.0631631 -0.0498076 0.465528
internal_weight=0 103412 103382 102413 51254 6001 5980 51159 45253 47146 47106 45229 4013 46 3967 969 937 916 878 52
internal_count=103464 103412 103382 102413 51254 6001 5980 51159 45253 47146 47106 45229 4013 46 3967 969 937 916 878 52
cat_boundaries=0 6 11 15
cat_threshold=1073741824 0 0 141557760 536870912 1056 68190336 130 664 33722370 16 1081344 8388610 640 100794882
is_linear=0
shrinkage=0.01


Tree=936
num_leaves=17
num_cat=0
split_feature=3 22 11 26 6 4 6 9 6 5 1 1 9 1 4 6
split_gain=110332 107193 82134.5 69465.6 268631 330374 113243 201657 109259 166420 116648 93650.8 768594 191880 15321.3 3160.4
threshold=1449.0631000000001 550.81750000000011 1439.8675000000001 2022.5000000000002 665.85000000000014 4.402000000000001 1054.5000000000002 23.039250000000003 328.43000000000001 392.81250000000006 383.83325000000008 383.83325000000008 367.7580000000001 169.65250000000003 13.912000000000001 1424.6500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 11 15 10 -10 -1 13 -13 -5 -2 -8
right_child=14 -3 -4 6 5 -7 7 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0094405395077031013 0.59657439798116685 0.58807642609842359 -0.53215695788120398 -0.0065772305720017792 0.037216473988124305 1.5253689076350287 -0.13587115948614867 -1.2607293899655343 -0.10066189930664272 -0.94024482595509495 -0.19168411646089678 -0.04921847029020323 1.2181917922538623 -0.18514607054455137 0.24374975061416629 0.031778280084783381
leaf_weight=51239 32 31 29 50577 35 26 23 20 127 29 290 298 57 609 20 22
leaf_count=51239 32 31 29 50577 35 26 23 20 127 29 290 298 57 609 20 22
internal_value=0 0.000131155 -4.51471e-05 0.00010416 0.00829139 0.671511 -0.00810528 -0.425238 0.00750864 -0.256738 0.00830863 -0.00757922 0.154281 -0.0087018 0.460873 -0.0539092
internal_weight=0 103412 103381 103352 51746 61 51606 65 51685 156 51529 51541 355 51186 52 45
internal_count=103464 103412 103381 103352 51746 61 51606 65 51685 156 51529 51541 355 51186 52 45
is_linear=0
shrinkage=0.01


Tree=937
num_leaves=14
num_cat=0
split_feature=3 22 11 26 10 8 1 1 1 1 1 1 26
split_gain=108136 105060 80500 68083.2 240044 95177.6 92972.8 112012 102536 68941 511676 170977 10205
threshold=1449.0631000000001 550.81750000000011 1439.8675000000001 2022.5000000000002 522.5150000000001 1468.3681000000001 383.83325000000008 205.14500000000004 413.70875000000007 383.83325000000008 413.70875000000007 169.65250000000003 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 9 7 -1 -8 11 -11 -5 -2
right_child=12 -3 -4 5 -6 -7 8 -9 -10 10 -12 -13 -14
leaf_value=0.0073871817406324968 0.28605726015000116 0.5821957196727876 -0.52683538506770955 -0.0073331809245665925 0.88790750050136158 0.52088940003338979 -0.72152695083618168 0.1729376572681573 -0.10583701745813544 1.6443244243803481 0.035618421756304225 -0.17562169866066324 0.57156513983203516
leaf_weight=50998 21 31 29 50602 31 34 30 412 275 21 338 611 31
leaf_count=50998 21 31 29 50602 31 34 30 412 275 21 338 611 31
internal_value=0 0.000129844 -4.46956e-05 0.000103119 0.00820848 -0.00802423 0.00768115 0.0087139 -0.166397 -0.00837293 0.129721 -0.00934096 0.456264
internal_weight=0 103412 103381 103352 51746 51606 51715 51410 305 51572 359 51213 52
internal_count=103464 103412 103381 103352 51746 51606 51715 51410 305 51572 359 51213 52
is_linear=0
shrinkage=0.01


Tree=938
num_leaves=23
num_cat=5
split_feature=3 22 25 24 4 26 25 10 6 25 2 8 10 15 4 24 10 26 10 5 2 4
split_gain=105984 102969 75548.9 197963 90268.1 66044.9 376457 580328 417746 276156 192373 180317 175162 134739 617910 166640 95833.8 49818 32904.2 16108.4 18280 15057.8
threshold=1449.0631000000001 550.81750000000011 0 1 5.0070000000000006 2022.5000000000002 2 349.36250000000007 665.85000000000014 3 883.10000000000014 901.21050000000014 1098.7459000000001 65.094000000000008 672.57974000000002 4 426.12125000000009 2022.5000000000002 4.9525000000000015 49.545000000000009 284.91500000000008 13.912000000000001
decision_type=2 2 9 1 2 2 9 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 2 3 4 17 6 7 8 -4 13 16 12 -11 15 -15 -7 -8 -1 19 20 -5 -2
right_child=21 -3 5 18 -6 9 10 -9 -10 11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.30173863437257964 0.58623127967119215 0.57637374020391896 0.071746711384884324 -0.20559459856695328 -0.38192281650774407 -0.0054696759276332396 -0.00022949649974195212 1.7427631118184044 1.2960707541874477 -0.0015689171055824134 -0.91538314539453258 0.67056920963525768 0.83569961814880378 -0.0075319224623365145 1.7486429346175423 -0.15604060344850593 -0.57527169424912028 0.041797784948349001 0.19780782943680172 -0.48385457420349121 0.10188076424598695 0.236453067779541
leaf_weight=145 32 31 5952 582 33 1075 45195 21 28 47192 23 40 25 436 21 2373 29 150 21 20 20 20
leaf_count=145 32 31 5952 582 33 1075 45195 21 28 47192 23 40 25 436 21 2373 29 150 21 20 20 20
internal_value=0 0.000128545 -4.42485e-05 -0.0873835 0.110705 0.000792314 0.00881626 0.0831683 0.0774793 -0.00724496 -0.00106301 -0.000556944 -0.00112561 -0.0879545 0.0731676 -0.109565 -0.000598244 0.169565 -0.188578 -0.204655 -0.195379 0.451701
internal_weight=0 103412 103381 971 328 102410 51248 6001 5980 51162 45247 47257 47217 3905 457 3448 45224 295 643 622 602 52
internal_count=103464 103412 103381 971 328 102410 51248 6001 5980 51162 45247 47257 47217 3905 457 3448 45224 295 643 622 602 52
cat_boundaries=0 6 7 12 16 17
cat_threshold=1073741824 0 0 141557760 536870912 1056 2832 68190336 130 664 33722370 16 1081344 2 640 100794370 3360
is_linear=0
shrinkage=0.01


Tree=939
num_leaves=22
num_cat=4
split_feature=3 11 25 24 4 18 26 25 10 25 2 8 17 26 13 10 5 5 2 4 18
split_gain=103875 96899.8 73435.9 195861 89271.9 70567.2 60312.2 369304 568779 256533 195683 180182 170652 47179.1 43317.8 32249.4 31394.6 15787.9 17916.3 14758.2 6418.09
threshold=1449.0631000000001 1439.8675000000001 0 1 5.0070000000000006 566.68875000000014 2022.5000000000002 2 349.36250000000007 3 883.10000000000014 1117.4100000000001 808.93715250000014 2022.5000000000002 217.51750000000004 4.9525000000000015 24.787500000000005 49.545000000000009 284.91500000000008 13.912000000000001 819.02500000000009
decision_type=2 2 9 1 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 6 7 8 -4 12 -9 -11 -8 -1 16 17 20 18 -5 -2 -7
right_child=19 -3 5 15 -6 14 9 10 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.2987212534279659 0.58036899805068975 0.56837486894925437 0.076704537550435964 -0.20353865249050443 -0.37810359189004611 -0.17493701403791254 -0.077115674716821625 -0.00061202998664089652 1.7253354991049994 0.00036767799690549854 -0.90381697927912075 0.78885247329185748 0.84839793777465822 0.044919924099703093 -0.69137226450443268 0.19582975064005173 0.17092673444747924 -0.47901602649688718 0.10086193215847016 0.23408853387832643 -0.40701044871256903
leaf_weight=145 32 30 5980 582 33 22 5147 45221 21 45883 24 29 20 148 20 21 20 20 20 20 26
leaf_count=145 32 30 5980 582 33 22 5147 45221 21 45883 24 29 20 148 20 21 20 20 20 20 26
internal_value=0 0.000127104 -3.77938e-05 -0.0862358 0.111563 0.000786129 0.00102964 0.00869447 0.0823366 -0.00666026 -0.00109089 0.00086553 -0.0733912 0.170521 -0.28227 -0.186692 -0.161946 -0.202609 -0.193426 0.447184 -0.300643
internal_weight=0 103412 103382 969 326 102413 102325 51246 6001 51079 45245 45912 5167 293 88 643 68 622 602 52 48
internal_count=103464 103412 103382 969 326 102413 102325 51246 6001 51079 45245 45912 5167 293 88 643 68 622 602 52 48
cat_boundaries=0 6 7 12 17
cat_threshold=1073741824 0 0 141557760 536870912 1056 2832 68190336 130 664 33722370 16 1097728 8388610 524928 100794882 24576
is_linear=0
shrinkage=0.01


Tree=940
num_leaves=22
num_cat=8
split_feature=25 24 22 11 24 25 5 5 2 2 25 24 25 15 7 4 1 24 26 26 26
split_gain=174210 140629 121553 104480 80094.2 308175 377248 348571 186319 399416 171815 456764 143337 132672 406044 153363 128576 21711.6 2699.87 1944.01 572.618
threshold=0 1 524.87500000000011 1439.8675000000001 2 3 392.81250000000006 483.06600000000009 1070.9310000000003 1439.8675000000001 4 5 6 172.50050000000002 53.335500000000003 672.57974000000002 542.71780000000012 7 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 1 9 2 2 2 2 9 1 9 2 2 2 2 1 2 2 2
left_child=1 18 3 4 5 13 12 -8 10 -10 11 -6 -7 15 -15 -2 -12 20 -1 -19 -3
right_child=2 17 -4 -5 8 6 7 -9 9 -11 16 -13 -14 14 -16 -17 -18 19 -20 -21 -22
leaf_value=0.030816145064467091 -0.1083083797032437 -0.25334494038632044 -0.57505937490914316 -0.62377237010885167 -0.090540843229848622 0.1865487831768565 1.2431751037185843 0.18725946263030724 1.3764268789490064 -0.26938142077676186 0.0030242638820375351 0.56867272486289344 -0.0081099703801627548 -0.25743023319849895 1.0211888694763185 -0.71657673790341336 0.27294396803203952 -0.49063886038462323 0.12964993321265167 -0.57334344908043189 -0.2096012468636036
leaf_weight=59 3168 57 37 27 232 372 44 108 30 29 59799 182 39029 63 41 42 177 60 52 54 63
leaf_count=59 3168 57 37 27 232 372 44 108 30 29 59799 182 39029 63 41 42 177 60 52 54 63
internal_value=0 -0.2239 -0.00199431 -0.00178932 -0.00162678 -0.0120807 -0.00430755 0.492919 0.00578763 0.56747 0.00523983 0.205836 -0.00622683 -0.104563 0.246641 -0.116267 0.00382021 -0.360838 0.0707434 -0.487088 -0.212658
internal_weight=0 345 103380 103343 103316 42867 39553 152 60449 59 60390 414 39401 3314 104 3210 59976 234 111 114 120
internal_count=103725 345 103380 103343 103316 42867 39553 152 60449 59 60390 414 39401 3314 104 3210 59976 234 111 114 120
cat_boundaries=0 6 7 8 13 17 18 23 24
cat_threshold=0 0 0 134348800 32 1024 2692 2760 1081344 537034754 34 8226 1073741840 0 536870914 0 4194346 308 1073741824 0 0 2097408 67125248 305
is_linear=0
shrinkage=0.01


Tree=941
num_leaves=11
num_cat=0
split_feature=22 11 10 10 20 0 13 3 4 11
split_gain=118818 108660 86866.5 69068.2 59158.5 78651.6 73978 161552 126307 59677.3
threshold=524.87500000000011 1439.8675000000001 1449.0631000000001 1098.7459000000001 232.72350000000003 335.27750000000009 278.25000000000006 603.67000000000019 1085.2750000000003 197.97250000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 9 8 -8 -1 -6
right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0028850394347179269 -0.56930878201046509 -0.61455687103600343 -0.5316264062543069 0.47755647961298631 -0.16417364380657673 -0.74913418951488686 0.080255262214674536 0.938695712296859 0.38974203601116086 0.41244387769699098
leaf_weight=102809 37 29 31 30 175 21 468 23 82 20
leaf_count=102809 37 29 31 30 175 21 468 23 82 20
internal_value=0 -0.00252381 -0.00235259 -0.00219426 -0.00233318 -0.167654 -0.00198777 0.120467 -0.00257213 -0.105033
internal_weight=0 103688 103659 103628 103598 216 103382 491 102891 195
internal_count=103725 103688 103659 103628 103598 216 103382 491 102891 195
is_linear=0
shrinkage=0.01


Tree=942
num_leaves=17
num_cat=5
split_feature=25 24 22 11 10 24 25 5 1 12 12 15 24 26 26 26
split_gain=170685 137790 116766 100376 80573.6 79031.8 298398 367876 168299 374146 342588 129407 21267.6 2652.84 1895.51 562.373
threshold=0 1 524.87500000000011 1439.8675000000001 1449.0631000000001 2 3 392.81250000000006 469.21250000000003 93.395000000000024 1078.0535000000002 172.50050000000002 4 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 2 1 9 2 2 2 2 2 1 2 2 2
left_child=1 13 3 4 5 6 11 -8 10 -10 -7 -2 15 -1 -14 -3
right_child=2 12 -4 -5 -6 8 7 -9 9 -11 -12 -13 14 -15 -16 -17
leaf_value=0.030470283698227445 -0.11447712248639319 -0.25078263935289885 -0.56361569939432921 -0.61138908306757611 -0.52861780758561761 0.0043320282969795988 -0.0060690265809112357 0.48846136978525201 0.42751933858350472 -0.61448215833524378 1.1310154047718755 0.24394599791759483 -0.48570361955960595 0.1284394442834533 -0.56736997895770602 -0.20743204731789847
leaf_weight=59 3205 57 37 27 29 60152 39391 151 216 41 27 104 60 52 54 63
leaf_count=59 3205 57 37 27 29 60152 39391 151 216 41 27 104 60 52 54 63
internal_value=0 -0.221596 -0.0019466 -0.0017457 -0.00158638 -0.0014384 -0.0118251 -0.00417949 0.00592708 0.261286 0.00483753 -0.102901 -0.357144 0.0700545 -0.482098 -0.210483
internal_weight=0 345 103380 103343 103316 103287 42851 39542 60436 257 60179 3309 234 111 114 120
internal_count=103725 345 103380 103343 103316 103287 42851 39542 60436 257 60179 3309 234 111 114 120
cat_boundaries=0 6 7 8 13 14
cat_threshold=0 0 0 134348800 32 1024 2692 2760 1081344 537034754 34 8226 1073741840 305
is_linear=0
shrinkage=0.01


Tree=943
num_leaves=20
num_cat=5
split_feature=25 24 11 20 3 10 24 25 5 11 2 15 8 0 24 11 26 26 26
split_gain=167288 135048 98313.4 94178 123214 79045 78330.1 289060 362440 179846 182268 121334 42740.4 57454.6 20844.4 20113.5 2600.05 1857.79 551.181
threshold=0 1 1439.8675000000001 232.72350000000003 315.53370000000007 1449.0631000000001 2 3 392.81250000000006 912.00000000000011 1070.9310000000003 172.50050000000002 174.76450000000003 66.285000000000011 4 63.326000000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 2 2 1 9 2 2 2 2 2 2 1 2 2 2 2
left_child=1 16 3 5 12 6 7 11 -9 10 -8 -2 13 15 18 -5 -1 -16 -3
right_child=2 14 -4 4 -6 -7 9 8 -10 -11 -12 -13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.03016559220976749 -0.11254936460718667 -0.24827481219643041 -0.60527519217243897 -0.071441278439159539 -0.91698337684978148 -0.52333162899675034 0.0052248260343299791 -0.0059123235650756917 0.48495215336563968 0.76764024737140835 0.56130986003552452 0.25013356026222833 0.21934589807192484 -0.65491714595452588 -0.48084658201535541 -0.40516295750935877 0.12715505414284192 -0.56169627878401018 -0.20535772965067911
leaf_weight=59 3177 57 27 129 22 29 60258 39328 151 31 59 95 30 23 60 21 52 54 63
leaf_count=59 3177 57 27 129 22 29 60258 39328 151 31 59 95 30 23 60 21 52 54 63
internal_value=0 -0.21938 -0.00192714 -0.00176971 -0.206136 -0.00132383 -0.001177 -0.0115315 -0.00403383 0.00615911 0.00576877 -0.101708 -0.129099 -0.189523 -0.353572 -0.118162 0.069354 -0.477277 -0.208378
internal_weight=0 345 103380 103353 225 103128 103099 42751 39479 60348 60317 3272 203 173 234 150 111 114 120
internal_count=103725 345 103380 103353 225 103128 103099 42751 39479 60348 60317 3272 203 173 234 150 111 114 120
cat_boundaries=0 6 7 8 13 14
cat_threshold=0 0 0 134348800 32 1024 2692 2760 1081344 537034754 34 8226 1073741840 305
is_linear=0
shrinkage=0.01


Tree=944
num_leaves=20
num_cat=7
split_feature=25 24 22 11 24 25 5 3 2 2 3 25 25 2 2 24 26 26 26
split_gain=159208 154136 114353 96432.5 77456.4 293065 330700 371356 178598 391260 228247 178690 139986 80764.3 99660.8 26971.3 7591.66 706.302 532.984
threshold=0 1 524.87500000000011 1439.8675000000001 2 3 392.81250000000006 119.66617500000002 1070.9310000000003 1439.8675000000001 1449.0631000000001 4 5 1070.9310000000003 440.02900000000005 6 2022.5000000000002 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 1 9 2 2 2 2 2 9 9 2 2 1 2 2 2
left_child=1 15 3 4 5 13 12 -8 10 -10 11 -6 -7 14 -2 17 -17 -1 -3
right_child=2 18 -4 -5 8 6 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.088628513766270067 -0.099128543214492201 -0.44285209326517011 -0.55770733098726011 -0.5992224353331107 0.063725300821259115 0.31753590862252817 0.25919529234724387 1.6803042755885558 1.3563509154319764 -0.27256626129150391 -0.9500676956176759 0.000536208823684007 -0.0062447032246916983 -0.69777438944036307 0.19118357784191115 -0.2092172012688979 -0.035608883177240695 0.1412575215919345 -0.40898486403318551
leaf_weight=51 3845 84 37 27 4858 124 112 22 30 29 25 55481 38600 22 122 53 48 51 104
leaf_count=51 3845 84 37 27 4858 124 112 22 30 29 25 55481 38600 22 122 53 48 51 104
internal_value=0 -0.201515 -0.00187285 -0.00167394 -0.00151771 -0.0118006 -0.00341056 0.492512 0.00577506 0.555697 0.00523852 0.00563432 -0.00512752 -0.0933173 -0.0902004 -0.00504014 -0.115295 0.10468 -0.402697
internal_weight=0 391 103334 103297 103270 42847 38858 134 60423 59 60364 60339 38724 3989 3967 203 101 102 188
internal_count=103725 391 103334 103297 103270 42847 38858 134 60423 59 60364 60339 38724 3989 3967 203 101 102 188
cat_boundaries=0 5 6 7 13 19 23 24
cat_threshold=0 0 0 134348800 524320 2740 2760 1081344 537034754 34 33566754 1073741840 1024 1081344 549617666 268439568 38806058 17040384 32 1073741824 0 0 256 2180
is_linear=0
shrinkage=0.01


Tree=945
num_leaves=30
num_cat=5
split_feature=11 4 0 5 16 3 25 24 24 26 25 6 3 17 4 4 8 4 25 15 18 0 16 4 11 12 26 26 16
split_gain=128162 170071 134774 95458.7 77198.9 185012 86840.1 648793 140265 126357 115375 76829.8 80198.9 298759 414944 76835.8 119930 59781.8 58980.5 56176.9 94072.3 71969.1 31477.2 30312.2 23362.5 14392.8 13016.5 6159.05 1572.7
threshold=561.29150000000016 449.81750000000005 285.35875000000004 242.60800000000003 461.07500000000005 261.97000000000008 0 1 2 2022.5000000000002 3 1424.6500000000003 414.53600000000012 244.36170000000001 2.6275000000000004 1468.3681000000001 1468.3681000000001 23.846000000000004 4 26.186697500000005 88.536750000000012 47.412500000000001 925.3130000000001 44.95750000000001 1092.2834 156.75900000000004 2022.5000000000002 2022.5000000000002 631.17300000000012
decision_type=2 2 2 2 2 2 9 1 1 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 23 6 19 7 9 10 -1 27 12 15 14 -14 16 -8 18 -10 21 -21 22 28 24 25 -2 -12 -9 -6
right_child=1 -3 -4 -5 5 -7 11 8 17 -11 26 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=1.0827744632608751 -0.036961553516024252 -0.90450642383459834 0.55770102081298834 -0.87819240820407873 0.087564964849622021 -1.0884309051150367 -0.00081423359668409052 -0.48273198389027216 0.027761052680015563 0.45033124050851597 -0.071688883342440168 0.46184945775402919 0.32619295699548895 1.2388931258346723 -0.26608929357378958 0.45479391890603138 -0.66737608379787872 -0.40933050870895388 0.29447958488517734 0.45189153180310598 -0.38208806534608208 -0.7543365186736698 -0.38242525660074678 0.17622079412937164 -0.43235739418954561 -0.34737825632095337 0.13324892466185523 -0.34943173030560665 -0.021572827567224919
leaf_weight=68 59 33 25 20 31 21 101776 73 240 59 63 36 276 23 207 37 27 22 124 38 21 21 26 25 33 20 61 66 23
leaf_count=68 59 33 25 20 31 21 101776 73 240 59 63 36 276 23 207 37 27 22 124 38 21 21 26 25 33 20 61 66 23
internal_value=0 -0.244003 -0.124241 -0.232831 0.000402918 -0.205938 0.000764962 0.105475 -0.0262441 0.731374 -0.20033 -3.89808e-05 -0.000201453 0.125382 0.0723577 -0.000825424 -0.000991018 0.0944325 0.127474 -0.090111 0.155051 -0.233325 -0.096559 -0.138617 -0.208894 -0.115548 0.0269536 -0.391288 0.0410803
internal_weight=0 215 182 157 103339 181 103158 776 649 127 263 102382 102346 506 483 101840 101803 386 364 160 59 101 80 137 112 79 124 139 54
internal_count=103554 215 182 157 103339 181 103158 776 649 127 263 102382 102346 506 483 101840 101803 386 364 160 59 101 80 137 112 79 124 139 54
cat_boundaries=0 5 6 7 12 16
cat_threshold=0 536903682 4096 138543104 32 66 540 0 536870912 0 131072 32 0 536903680 0 131072
is_linear=0
shrinkage=0.01


Tree=946
num_leaves=32
num_cat=4
split_feature=11 4 0 2 16 3 25 24 24 26 2 2 26 6 10 4 25 15 18 0 0 16 12 10 10 2 3 26 26 16 26
split_gain=125612 166687 132092 115093 75662.9 181330 86007.5 916057 195791 154807 76363.7 148614 186384 91374 104694 60393 58579.4 55059 92200.3 70536.9 34614.9 30850.8 18335.2 15414.6 8924.08 7458.22 5723.92 3607.11 3504.1 1541.4 612.714
threshold=561.29150000000016 449.81750000000005 285.35875000000004 174.76450000000003 461.07500000000005 261.97000000000008 0 1 2 2022.5000000000002 1070.9310000000003 1439.8675000000001 2022.5000000000002 1424.6500000000003 1098.7459000000001 195.82340000000002 3 26.186697500000005 88.536750000000012 47.412500000000001 2.6275000000000004 925.3130000000001 131.33500000000001 1449.0631000000001 43.96220000000001 23.812550000000002 6.6572445000000009 2022.5000000000002 2022.5000000000002 631.17300000000012 2022.5000000000002
decision_type=2 2 2 2 2 2 9 1 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 20 6 17 7 9 25 -1 13 12 -12 14 15 -8 28 19 -19 21 22 29 24 -16 -2 27 -13 -9 -10 -6 -18
right_child=1 -3 -4 -5 5 -7 10 8 16 -11 11 26 -14 -15 23 -17 30 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=1.3866358493458142 -0.1791226236455476 -0.89546136567086887 0.5521240341186523 -0.88402861843938407 0.086689320764233996 -1.0775466001601448 -0.0014901319084077898 -0.32052208402156829 0.24606187269091606 0.60947320183118192 1.4230802707672121 0.0051093242849622458 0.10312417641929958 0.51810372212353872 0.65335803736811104 0.066388018780488917 0.0094387079054309483 0.44737262327420085 -0.37826718807220461 -0.74679313503560563 0.24431087125431408 -0.37860101718168993 -0.43456506192684174 0.29463987731933594 0.057129593917301727 -0.47350365161895752 -0.21329242467880249 -0.23351081824728423 0.35717414563777405 -0.021357095448867134 -0.02630672003584679
leaf_weight=55 67 33 25 23 31 21 101033 100 64 48 20 28 23 34 23 1328 93 38 21 21 22 26 24 25 21 22 21 91 51 23 99
leaf_count=55 67 33 25 23 31 21 101033 100 64 48 20 28 23 34 23 1328 93 38 21 21 22 26 24 25 21 22 21 91 51 23 99
internal_value=0 -0.241563 -0.122999 -0.230502 0.000399201 -0.203879 0.000757625 0.116964 -0.0593991 0.933803 4.01476e-05 0.288015 0.717057 -0.000218467 -0.000390551 -0.000609502 0.101695 -0.0892099 0.153501 -0.230991 -0.11833 -0.0955934 -0.189563 0.466526 -0.122744 -0.285734 -0.0884914 -0.279066 0.271711 0.0406696 -0.00854735
internal_weight=0 215 182 157 103339 181 103158 623 520 103 102535 92 43 102443 102409 102361 307 160 59 101 134 80 112 48 88 213 49 191 115 54 192
internal_count=103554 215 182 157 103339 181 103158 623 520 103 102535 92 43 102443 102409 102361 307 160 59 101 134 80 112 48 88 213 49 191 115 54 192
cat_boundaries=0 5 6 7 12
cat_threshold=0 536870914 4096 138543104 32 66 540 0 2 4096 0 32
is_linear=0
shrinkage=0.01


Tree=947
num_leaves=35
num_cat=7
split_feature=11 4 0 2 25 24 26 25 24 2 24 4 4 9 1 5 26 9 4 25 1 1 8 10 5 2 0 24 12 26 26 10 26 26
split_gain=123112 163370 129464 112803 73451.1 876629 236389 96895.6 118790 58576.5 560625 369168 356080 259617 360270 253775 325382 72751.9 236415 227615 668699 297670 86835.9 71039.1 249588 77456.4 33926 32662.7 17970.3 15870.5 14284.8 8746.49 7966.49 3425.32
threshold=561.29150000000016 449.81750000000005 285.35875000000004 174.76450000000003 0 1 2022.5000000000002 2 3 597.17782000000011 4 393.90000000000003 216.15000000000003 54.765000000000008 252.70150000000004 23.105000000000004 2022.5000000000002 44.929500000000004 767.98765000000014 5 262.64538500000009 511.45025000000004 1468.3681000000001 485.19100000000009 171.08800000000002 542.8678000000001 2.6275000000000004 6 131.33500000000001 2022.5000000000002 2022.5000000000002 43.96220000000001 2022.5000000000002 2022.5000000000002
decision_type=2 2 2 2 9 1 2 9 1 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=4 2 3 26 5 6 -1 8 33 17 12 13 15 14 -12 16 -11 22 19 20 -19 -21 23 25 -25 -6 28 32 31 -9 -29 -2 -10 -7
right_child=1 -3 -4 -5 9 7 -8 29 27 10 11 -13 -14 -15 -16 -17 -18 18 -20 21 -22 -23 -24 24 -26 -27 -28 30 -30 -31 -32 -33 -34 -35
leaf_value=1.4607540026250876 -0.1773313963104651 -0.8865067486329512 0.54660279388427735 -0.87518832839053617 -0.0022417908392073534 -0.51414706983064351 0.50221602325439452 0.040667197258917841 0.013140483442342506 1.3223709043019858 -0.16874800703991419 -1.402420514424642 1.7751358588536581 -1.025628714354142 1.1728027974642239 -0.50258777618408201 -0.026821534258849696 0.12868588630695763 0.99457351207733158 0.0063470942962312515 1.6746391900654496 -0.75090784216826822 -0.56926782961244937 0.057383483131726587 1.2543884770870208 -0.4538069389427179 0.24186775142496283 -0.24442140033750825 -0.43021941224733989 0.23069681779076071 -0.040060954700473328 0.056558297248113724 0.18274721074720909 -0.40074520606994635
leaf_weight=53 67 33 25 23 98779 57 50 91 53 39 87 24 24 23 26 23 33 795 26 2524 29 53 27 135 20 38 22 66 24 85 71 21 58 50
leaf_count=53 67 33 25 23 98779 57 50 91 53 39 87 24 24 23 26 23 33 795 26 2524 29 53 27 135 20 38 22 66 24 85 71 21 58 50
internal_value=0 -0.239147 -0.121769 -0.228197 0.000395209 0.106858 0.907352 -0.062318 -0.15623 -0.000272367 0.144428 -0.24374 0.633574 -0.0571887 0.139927 0.411872 0.703991 -0.000666545 0.0446311 0.0373689 0.180899 -0.00919136 -0.00223459 -0.0020799 0.211836 -0.00241544 -0.117147 -0.0297688 -0.187667 0.125322 -0.129089 -0.121517 0.0933536 -0.421741
internal_weight=0 215 182 157 103339 634 103 531 355 102705 279 160 119 136 113 95 72 102426 3427 3401 824 2577 98999 98972 155 98817 134 248 112 176 137 88 111 107
internal_count=103554 215 182 157 103339 634 103 531 355 102705 279 160 119 136 113 95 72 102426 3427 3401 824 2577 98999 98972 155 98817 134 248 112 176 137 88 111 107
cat_boundaries=0 5 6 11 12 13 17 18
cat_threshold=0 536903680 4096 138543104 32 66 0 536870912 0 131072 32 28 1621 103089280 16384 270533192 2097216 2177
is_linear=0
shrinkage=0.01


Tree=948
num_leaves=26
num_cat=1
split_feature=11 4 0 5 16 3 25 0 6 10 6 9 10 5 10 10 15 18 0 16 4 5 11 12 16
split_gain=120662 160119 126887 91918.2 74103.7 177165 83064.6 109818 73703.1 76413.9 285596 63718.6 61779.6 62997.2 57742.2 55079.4 54004.5 90235.7 68901.3 30238.5 29535.6 29228.2 22840 13444.1 1505.25
threshold=561.29150000000016 449.81750000000005 285.35875000000004 242.60800000000003 461.07500000000005 261.97000000000008 0 367.42525000000006 1424.6500000000003 901.21050000000014 143.41900000000001 23.808000000000003 23.831250000000004 23.8931 796.68750000000011 400.0485000000001 26.186697500000005 88.536750000000012 47.412500000000001 925.3130000000001 44.95750000000001 4.5710000000000006 1092.2834 156.75900000000004 631.17300000000012
decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 20 6 16 7 11 9 14 21 12 13 -1 15 -8 18 -18 19 24 22 -11 23 -2 -6
right_child=1 -3 -4 -5 5 -7 8 -9 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.16198807300740961 -0.034587527058892328 -0.87764168334729753 0.54113676605224614 -0.85919615817070016 0.085356026984030206 -1.0653467895871116 -0.00060762509169679164 0.84711897850036622 0.45244290894932221 0.10196614338801457 1.2506245729197627 -0.39036508285082305 -0.42972741496562961 -0.3171359292392073 -0.51261205369775942 0.14770924431156826 0.4426728221303538 -0.37412366253989088 -0.73863055075917927 -0.37521038128779488 0.17731352703571318 -0.36077175656954447 -0.42378701566408078 -0.33459977877140051 -0.021415632095025932
leaf_weight=511 59 33 25 20 31 21 102160 20 36 39 23 26 20 29 22 251 38 21 21 26 25 21 33 20 23
leaf_count=511 59 33 25 20 31 21 102160 20 36 39 23 26 20 29 22 251 38 21 21 26 25 21 33 20 23
internal_value=0 -0.236756 -0.120551 -0.225915 0.000391257 -0.201771 0.000745969 0.116522 5.04608e-05 -0.000108399 0.303191 0.093575 0.116044 0.136257 -0.000354158 -0.000244114 -0.0884266 0.151949 -0.228844 -0.0950249 -0.133466 -0.0599921 -0.202836 -0.11054 0.0398792
internal_weight=0 215 182 157 103339 181 103158 606 102552 102516 83 586 560 540 102433 102411 160 59 101 80 137 60 112 79 54
internal_count=103554 215 182 157 103339 181 103158 606 102552 102516 83 586 560 540 102433 102411 160 59 101 80 137 60 112 79 54
cat_boundaries=0 5
cat_threshold=0 536870914 4096 134348800 32
is_linear=0
shrinkage=0.01


Tree=949
num_leaves=32
num_cat=2
split_feature=11 4 0 2 16 3 2 0 10 24 5 4 24 1 10 22 0 2 2 8 5 0 10 11 8 7 0 16 12 10 22
split_gain=118261 156933 124362 109691 72629 173640 54500.3 90960 51613 477098 543571 140460 117976 117601 78835.6 68566.4 78588 340880 101661 79928.7 76677 66892.6 61343.1 50897.6 46120.1 34469.2 33024.8 18758.2 17458.2 8582.27 5465.27
threshold=561.29150000000016 449.81750000000005 285.35875000000004 174.76450000000003 461.07500000000005 261.97000000000008 134.00760000000002 82.76560000000002 400.0485000000001 0 156.52200000000002 104.02000000000001 1 130.14450000000002 522.5150000000001 379.00000000000006 883.10000000000014 315.17050000000006 8.0915000000000017 1468.3681000000001 1449.0631000000001 131.25500000000002 522.5150000000001 128.13330350000004 68.08550000000001 2.9470000000000005 2.6275000000000004 925.3130000000001 131.33500000000001 43.96220000000001 524.87500000000011
decision_type=2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 26 8 6 7 24 15 10 11 22 13 23 25 16 19 18 -18 20 -1 -16 -10 -11 27 -14 28 -6 29 -2 -17
right_child=1 -3 -4 -5 5 -7 -8 -9 9 12 -12 -13 14 -15 21 30 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00047591813103716195 -0.17381286298161122 -0.86886525934392755 0.53572540435791016 -0.86166064573370893 -0.055503101986315521 -1.0546933228628976 0.40075959706306458 -0.78166229623556138 -0.28430143213272097 0.102761000926678 2.1095496313138442 1.0133730161708334 -0.20627266923294346 0.73690281257629398 -0.34885787779745991 -0.50153463624772576 0.16653416825192316 1.4440267105102538 -0.57701254714619032 -0.49191622416178382 -0.44880842409635846 -0.98930309568132668 0.35691972255706789 -0.44459425635959793 0.38512910258769995 0.31691539156436921 0.24006584145806054 -0.36053879746368955 -0.42279615223407746 0.057870795613243466 -0.28463520655265223
leaf_weight=102518 67 33 25 23 72 21 20 20 25 65 22 23 34 25 73 21 112 20 22 33 38 21 37 23 20 20 22 28 24 21 26
leaf_count=102518 67 33 25 23 72 21 20 20 25 65 22 23 34 25 73 21 112 20 22 33 38 21 37 23 20 20 22 28 24 21 26
internal_value=0 -0.234388 -0.119346 -0.223656 0.000387345 -0.199753 -0.0875424 -0.1573 0.000738509 0.118955 0.648001 0.345954 -0.118231 0.120946 -0.296943 0.000315279 0.000489963 0.226221 0.0444593 0.00015111 0.000309445 -0.491936 0.0983628 -0.0402978 -0.0532394 -0.0124993 -0.114148 -0.140913 -0.183726 -0.118525 -0.381548
internal_weight=0 215 182 157 103339 181 160 140 103158 368 107 85 261 113 148 102790 102743 154 134 102589 102556 94 62 88 120 54 134 100 112 88 47
internal_count=103554 215 182 157 103339 181 160 140 103158 368 107 85 261 113 148 102790 102743 154 134 102589 102556 94 62 88 120 54 134 100 112 88 47
cat_boundaries=0 1 2
cat_threshold=2562 480
is_linear=0
shrinkage=0.01


Tree=950
num_leaves=14
num_cat=1
split_feature=6 0 1 22 22 3 1 15 14 11 25 2 5
split_gain=164564 125848 122613 118289 340044 121358 640894 206468 248073 90583.4 69554 117598 106691
threshold=1424.6500000000003 1438.4900000000002 10.847970000000002 521.77697000000012 674.74319250000019 603.67000000000019 756.19086000000004 153.48669000000004 36.721200000000003 1439.8675000000001 0 364.96250000000003 1449.0631000000001
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=1 3 -3 5 -5 9 7 8 -7 10 11 -1 -12
right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 12 -13 -14
leaf_value=0.10688291307058727 -0.60356678968005706 -0.82381771405537918 0.1237706539847634 1.4795709087848665 -0.30331206957931106 0.058641908774907527 1.9335561852455141 -0.87432622228349954 1.1719025788523936 -0.55804217992157779 -4.6951202780549478e-05 -0.55110335009438649 0.5686450299349699
leaf_weight=908 45 36 22 20 23 222 20 21 22 29 102379 28 33
leaf_count=908 45 36 22 20 23 222 20 21 22 29 102379 28 33
internal_value=0 0.00129319 -0.464388 0.00155364 0.525936 0.00133612 0.207406 0.0771302 0.159018 0.000768005 0.00092481 0.0862778 0.000136284
internal_weight=0 103763 58 103705 43 103662 285 265 244 103377 103348 936 102412
internal_count=103808 103763 58 103705 43 103662 285 265 244 103377 103348 936 102412
cat_boundaries=0 5
cat_threshold=1073741824 0 4096 139591682 32
is_linear=0
shrinkage=0.01


Tree=951
num_leaves=19
num_cat=0
split_feature=6 22 22 3 9 11 9 5 12 12 6 13 10 5 11 18 13 6
split_gain=161289 116050 333277 122455 203906 440454 156599 223349 92992.5 108298 83541.3 79390.4 130392 113866 79462.2 72525.4 73954.7 25576.4
threshold=1424.6500000000003 521.77697000000012 674.74319250000019 603.67000000000019 285.81500000000005 91.254000000000019 3.4615000000000005 242.60800000000003 1078.0535000000002 1392.9450000000004 53.833000000000006 368.06200000000007 220.81250000000003 287.60700000000003 242.583 819.02500000000009 287.90852000000007 123.18250000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 6 -6 7 10 11 -10 -5 15 14 -14 -13 16 -1 -8
right_child=-2 2 -4 4 5 -7 17 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=0.00030365814090618716 -0.59753111388948232 1.4647752580642699 -0.30027894977642144 0.13935952564372736 1.7499505791068077 -0.23313496158236549 -0.73304797983169556 0.94433597172007833 0.89733229293823247 -0.024473475768015934 -0.53326057070777533 -0.10956052746356539 -0.27965616617589556 -1.180545069694519 0.49427790125211085 0.43192270810787492 0.23715423377738759 -0.22731707572937013
leaf_weight=102877 45 20 23 153 24 21 20 34 25 26 21 237 47 20 24 39 132 20
leaf_count=102877 45 20 23 153 24 21 20 34 25 26 21 237 47 20 24 39 132 20
internal_value=0 0.00128026 0.520676 0.00106493 0.20521 0.824511 0.0928373 0.203033 0.000486603 0.427392 0.0581812 0.000275991 -0.155055 -0.548578 -0.0540352 0.000770406 0.000607168 -0.480183
internal_weight=0 103763 43 103720 293 45 248 208 103427 51 174 103376 328 67 261 103048 103009 40
internal_count=103808 103763 43 103720 293 45 248 208 103427 51 174 103376 328 67 261 103048 103009 40
is_linear=0
shrinkage=0.01


Tree=952
num_leaves=15
num_cat=2
split_feature=6 0 22 22 3 24 11 14 2 0 11 4 24 26
split_gain=158079 123910 113627 326645 116733 348127 217300 190849 172577 143436 88749.2 79354.8 71979.4 3721.27
threshold=1424.6500000000003 1438.4900000000002 521.77697000000012 674.74319250000019 603.67000000000019 0 89.253750000000011 26.529500000000002 242.38250000000002 74.41500000000002 1439.8675000000001 1468.3681000000001 1 2022.5000000000002
decision_type=2 2 2 2 2 1 2 2 2 2 2 2 1 2
left_child=1 2 4 -4 10 6 8 9 -6 -7 11 12 -1 -3
right_child=-2 13 3 -5 5 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.011054966373924455 -0.59155580780241224 -0.54664218814284715 1.4501274679899216 -0.29727615588709067 0.62055170198030118 -0.45278552473175759 -0.3121748733520508 0.64422970925058631 1.6604259462356568 0.28141919665866427 -0.55236823505368726 0.470328680674235 0.0066492825215554077 -0.38606013298034669
leaf_weight=34439 45 27 20 23 79 102 20 28 20 36 29 36 68873 31
leaf_count=34439 45 27 20 23 79 102 20 28 20 36 29 36 68873 31
internal_value=0 0.00126746 0.00152589 0.51547 0.0013127 0.203418 0.589059 -0.102356 0.830627 -0.261254 0.000755518 0.000910727 0.000747154 -0.460814
internal_weight=0 103763 103705 43 103662 285 119 166 99 138 103377 103348 103312 58
internal_count=103808 103763 103705 43 103662 285 119 166 99 138 103377 103348 103312 58
cat_boundaries=0 1 2
cat_threshold=1236 2752
is_linear=0
shrinkage=0.01


Tree=953
num_leaves=27
num_cat=4
split_feature=6 3 1 24 6 8 5 3 5 7 17 12 13 13 1 7 10 15 25 18 24 12 25 5 7 1
split_gain=154933 107323 384689 240360 224168 220192 200061 193710 122844 98055.2 417851 937521 247758 283820 152001 95143.3 163821 166582 90436.1 67388.9 69711.7 296815 223100 55709.7 23248.5 21321.5
threshold=1424.6500000000003 603.67000000000019 756.19086000000004 0 63.922000000000004 157.50375000000003 130.89900000000003 1449.0631000000001 56.02300000000001 394.58800000000002 123.80250000000002 172.78900000000002 237.51325000000003 77.194900000000004 252.70150000000004 178.32800000000003 279.94750000000005 341.75500000000005 1 819.02500000000009 2 1078.0535000000002 3 302.32450000000006 235.71680000000001 11.157000000000002
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 9 2 2 2
left_child=1 9 3 4 6 7 25 8 -5 15 12 -12 13 14 -11 19 17 18 -17 20 22 -22 -1 24 -18 -3
right_child=-2 2 -4 5 -6 -7 -8 -9 -10 10 11 -13 -14 -15 -16 16 23 -19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.39244339501836162 -0.58564024133152426 0.3067845920154027 1.3785980604171753 -0.0084532148382344911 -0.36667288131713865 0.58305332676056898 1.5848513803482056 -1.1874487118099049 -0.86157122248695006 -0.031038016138418445 -0.15186011595385415 2.6829053905010221 -0.86462876486991136 1.2400413279306322 0.59570721691304995 0.1252581782867572 -0.14226645599712026 0.79468101983720607 -0.1420123832234565 0.43351676318380572 0.0073333638748379684 1.1690801280195064 -0.010303180821343513 -1.0102136535644533 -0.57025044425328575 0.69703589621044348
leaf_weight=128 45 42 25 86 25 31 20 23 21 321 28 20 28 21 44 153 22 22 602 36 59590 22 42382 20 30 21
leaf_count=128 45 42 25 86 25 31 20 23 21 321 28 20 28 21 44 153 22 22 602 36 59590 22 42382 20 30 21
internal_value=0 0.00125478 0.192045 0.0817705 0.424177 -0.164074 0.713491 -0.354856 -0.175888 0.000712661 0.146072 1.02929 0.0436695 0.109556 0.0445148 6.07056e-05 -0.105363 -0.0630779 -0.0880722 0.000936846 0.000784353 0.00776081 -0.00899848 -0.56169 -0.38918 0.436868
internal_weight=0 103763 294 269 108 161 83 130 107 103469 462 48 414 386 365 103007 849 777 755 102158 102122 59612 42510 72 52 63
internal_count=103808 103763 294 269 108 161 83 130 107 103469 462 48 414 386 365 103007 849 777 755 102158 102122 59612 42510 72 52 63
cat_boundaries=0 1 6 7 12
cat_threshold=1360 1050112 131072 0 33554432 4 3008 0 0 0 131072 67108864
is_linear=0
shrinkage=0.01


Tree=954
num_leaves=18
num_cat=1
split_feature=6 22 22 3 1 6 8 5 1 12 12 25 21 4 5 2 4
split_gain=151850 111153 319334 115653 460952 223230 228601 134360 150920 88781.1 105840 78571.8 186783 242307 145491 101200 75807.8
threshold=1424.6500000000003 521.77697000000012 674.74319250000019 603.67000000000019 756.19086000000004 79.689000000000007 15.585000000000003 242.60800000000003 5.8595000000000006 1078.0535000000002 1392.9450000000004 0 228.62500000000003 891.77550000000008 1083.8250000000003 1070.9310000000003 53.89650000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2
left_child=1 3 -3 9 5 7 -7 8 -5 11 -11 12 13 -1 15 -13 -16
right_child=-2 2 -4 4 -6 6 -8 -9 -10 10 -12 14 -14 -15 16 -17 -18
leaf_value=-0.039065391012427994 -0.57978385191493564 1.4337010996341706 -0.29403701363698298 -0.019783780820263448 1.5273249834775926 -0.96012237879965046 0.18327618570888746 0.9534571401278179 0.64735790750254751 0.88217158508300786 -0.029109942271159244 0.0015500017523424263 0.89971418891634258 -0.88655884344788161 0.24303888988494873 0.40247114359386382 0.99706709289550788
leaf_weight=4344 45 20 23 129 24 36 34 24 46 25 26 98854 21 34 40 63 20
leaf_count=4344 45 20 23 129 24 36 34 24 46 25 26 98854 21 34 40 63 20
internal_value=0 0.00124258 0.509562 0.00103184 0.199427 0.0809528 -0.404757 0.251806 0.155579 0.000469808 0.417597 0.000264021 -0.0410408 -0.0456471 0.00210374 0.00180535 0.494382
internal_weight=0 103763 43 103720 293 269 70 199 175 103427 51 103376 4399 4378 98977 98917 60
internal_count=103808 103763 43 103720 293 269 70 199 175 103427 51 103376 4399 4378 98977 98917 60
cat_boundaries=0 5
cat_threshold=32768 536920066 0 268501249 802816
is_linear=0
shrinkage=0.01


Tree=955
num_leaves=19
num_cat=0
split_feature=0 1 22 17 16 4 0 16 5 7 2 9 0 12 2 9 1 10
split_gain=120086 139709 102369 58606.4 75299.8 165600 126061 73486.3 115424 242733 131191 96740.6 79502.8 143219 69006.7 40826 101616 19861.5
threshold=1438.4900000000002 13.903 524.87500000000011 330.72800000000007 391.72500000000008 123.21700000000001 199.57125000000005 1107.6734000000001 326.45950000000005 483.06600000000009 383.96180000000004 523.54700000000014 59.173000000000009 152.94900000000004 284.91500000000008 32.228010000000012 39.3980915 103.11795000000002
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 6 -6 15 8 12 11 -11 -10 14 -14 -1 16 -5 -17
right_child=1 -3 -4 4 5 -7 -8 -9 9 10 -12 -13 13 -15 -16 17 -18 -19
leaf_value=9.9235181973567191e-05 -0.044901830788814656 -1.0601790150352146 -0.52459339594116083 -0.15727790980246562 -0.30705917663574217 0.91376204681396489 -0.95035652523949044 0.50521667348927468 -0.090799254504467242 -0.39289534413814542 -1.368958461852301 0.61583487462997444 0.031791060016651398 0.30826331224064435 0.10866636097658874 -0.20615548342466355 0.57208441344174477 -0.58233785514831549
leaf_weight=97320 33 23 37 145 25 20 21 29 619 40 21 20 4255 196 589 32 22 25
leaf_count=97320 33 23 37 145 25 20 21 29 619 40 21 20 4255 196 589 32 22 25
internal_value=0 -0.461891 0.00131032 0.00149855 -0.140461 0.235528 -0.20952 0.00189789 0.00175626 -0.126217 -0.728917 -0.0686824 0.00263142 0.0439655 0.000752352 -0.140066 -0.0611943 -0.371148
internal_weight=0 56 103416 103379 290 45 245 103089 103060 700 61 639 102360 4451 97909 224 167 57
internal_count=103472 56 103416 103379 290 45 245 103089 103060 700 61 639 102360 4451 97909 224 167 57
is_linear=0
shrinkage=0.01


Tree=956
num_leaves=40
num_cat=4
split_feature=6 3 24 0 0 25 2 24 25 12 1 4 26 0 2 2 5 14 13 26 2 4 12 3 14 0 3 2 12 4 0 3 4 5 6 5 14 6 6
split_gain=154601 338976 299445 286188 252780 110152 274175 244134 318232 281771 950771 259322 234505 214159 198184 1.78491e+06 328161 194471 454544 187925 148806 135375 118148 118100 116557 96730.9 90627.1 81174.4 72123.8 124825 76166.8 47940.8 42349.3 37329.2 31099.5 28658.6 22074.5 13565.1 745.454
threshold=483.06600000000009 9.2080380000000037 0 65.287500000000009 468.98000000000008 1 883.10000000000014 2 3 218.14250000000004 169.65250000000003 767.98765000000014 2022.5000000000002 1438.4900000000002 54.609000000000002 64.657822500000023 52.657000000000004 38.582500000000003 73.403500000000022 2022.5000000000002 49.990000000000009 1468.3681000000001 483.25025000000005 603.67000000000019 323.43265000000002 135.39907500000001 27.123500000000003 38.784000000000006 283.49220000000008 422.73350000000011 21.000235000000004 227.10500000000002 1085.2750000000003 59.458750000000002 1054.5000000000002 86.266250000000028 181.20240000000004 665.85000000000014 665.85000000000014
decision_type=2 2 1 2 2 9 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 2 2 2 2 2 2 2
left_child=5 2 3 33 28 7 13 8 19 17 26 14 -8 21 20 -16 -17 18 -10 -1 24 22 23 -7 -9 -24 -11 34 29 30 31 -3 -13 37 35 38 -19 -2 -4
right_child=1 4 27 -5 -6 6 12 11 9 10 -12 32 -14 -15 15 16 -18 36 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=1.1208836023624127 0.26167738318443301 -0.20197274598208342 0.05354095258210835 1.4350546115377674 -1.4214290487355201 -0.0011217268336418135 1.125866799712181 -0.03234216603939126 0.064268356997558146 -0.1987679960614159 2.5657021121978763 -0.47741900672083321 0.043035571455955504 -0.87564443622316634 2.7932845264434816 0.24381958290078173 -0.36648376057918813 -0.35577148787180585 1.0195499392818002 0.28238752887465735 -0.86917606524058755 0.7833882362192327 -0.16168892546991509 0.27876015337393772 0.48061619191699556 -0.81736812450267649 0.52086324143409723 -0.79163182249436004 0.12530066075532331 -1.156442334597761 0.17805916164232335 -0.86214359684423969 -1.0985398042769661 0.54600130033493044 -0.47718099863483354 -0.37935740987459815 -0.77280864845622677 -0.055987845310350746 -0.015180660177160193
leaf_weight=52 20 22 38 23 29 96842 40 2836 2134 42 20 23 40 28 25 261 133 30 51 55 21 22 135 151 45 27 30 26 23 22 23 22 21 20 26 24 22 41 27
leaf_count=52 20 22 38 23 29 96842 40 2836 2134 42 20 23 40 28 25 261 133 30 51 55 21 22 135 151 45 27 30 26 23 22 23 22 21 20 26 24 22 41 27
internal_value=0 -0.198708 0.0261032 0.411091 -0.589337 0.00179702 -0.000729347 0.0440904 0.120147 0.094084 0.636866 -0.0111617 0.584451 -0.00121103 -0.00109023 0.202212 0.0378035 0.0721818 0.0865655 0.630917 -0.0304436 -0.000959074 -0.00113668 -0.000686003 -0.02433 -0.270969 0.101078 -0.268007 -0.373884 -0.502887 -0.288287 -0.532058 -0.773863 0.171087 -0.172927 -0.0840438 -0.53221 0.0481647 0.0249951
internal_weight=0 386 245 104 141 103086 97285 5801 2436 2329 92 3365 80 97205 3321 419 394 2237 2185 107 2902 97177 97155 96993 2881 162 72 141 112 89 67 44 44 81 115 89 52 61 65
internal_count=103472 386 245 104 141 103086 97285 5801 2436 2329 92 3365 80 97205 3321 419 394 2237 2185 107 2902 97177 97155 96993 2881 162 72 141 112 89 67 44 44 81 115 89 52 61 65
cat_boundaries=0 1 7 8 13
cat_threshold=2162 32768 537001986 4104 5440296 537133088 1056 1126 0 0 0 131328 32
is_linear=0
shrinkage=0.01


Tree=957
num_leaves=43
num_cat=6
split_feature=6 3 24 4 7 25 2 24 25 12 1 4 26 2 2 3 14 13 26 2 12 24 8 3 12 25 4 2 4 3 4 2 26 4 1 14 1 6 6 18 6 6
split_gain=151525 332230 284587 702773 110638 107960 268718 239276 311899 276163 931851 254162 229838 194240 1.74939e+06 224133 190601 445499 184185 145845 119064 116419 109813 109454 102787 97481.1 145166 95206 94267.3 88823.6 86139.8 74760.6 47393.2 41506.6 27144.3 21635.2 18642.6 17780 13635.5 9279.48 2661.13 1076.7
threshold=483.06600000000009 9.2080380000000037 0 87.012500000000017 483.06600000000009 1 883.10000000000014 2 3 218.14250000000004 169.65250000000003 767.98765000000014 2022.5000000000002 54.609000000000002 64.657822500000023 603.67000000000019 38.582500000000003 73.403500000000022 2022.5000000000002 49.990000000000009 483.25025000000005 4 1117.4100000000001 180.91300000000004 258.88900000000007 5 449.81750000000005 364.96250000000003 672.57974000000002 27.123500000000003 160.239 9.3820000000000032 2022.5000000000002 1085.2750000000003 22.151894000000002 181.20240000000004 48.83227500000001 877.0150000000001 665.85000000000014 8.0730000000000022 1054.5000000000002 606.07650000000001
decision_type=2 2 1 2 2 9 2 1 9 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 2 2 2 2 2 2
left_child=5 2 3 32 24 7 20 8 18 16 29 13 -8 19 -15 -16 17 -10 -1 21 22 -9 25 36 27 28 -27 31 -7 -11 34 -3 -2 -13 38 -18 39 41 -4 -22 -40 -34
right_child=1 4 30 -5 -6 6 12 11 9 10 -12 33 -14 14 15 -17 35 -19 -20 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 37 -35 -36 -37 -38 -39 40 -41 -42 -43
leaf_value=1.1096747922897339 0.45322545233226963 -0.73511975232292626 -0.14664883011863347 2.0554071735200425 -1.1004324001818895 -0.03388450628088046 1.1146081159114838 -0.17711166884539264 0.063625673729413121 -0.19678030394372484 2.5400450868606566 -0.47264482539633046 0.042605203986167905 2.7653514236450194 0.094018153163127546 -0.96776888574872699 -0.35221377976735435 1.0093543921732435 0.27956364902583036 -0.86048430198714843 -0.078422254100441929 0.0023018342217668848 0.55928927993774413 -0.96414712882041931 0.21612471342086792 0.0012988198000497501 0.2920913854761179 -1.1847383311390878 -0.48806548432163577 0.51565460181236267 -0.91378184110205629 -0.076723191397530699 0.090223308801650998 -1.0875544320969355 0.1232103393191383 -0.76508057897741144 -0.41099594548896506 -0.27275933861732482 -0.32915492076140185 -0.31519961345195774 -0.48258491161465644 -0.0088143989018031541
leaf_weight=52 21 34 42 21 32 6975 40 414 2134 42 20 23 40 25 373 21 30 51 55 21 96 2467 35 20 20 89814 172 20 46 30 20 35 23 21 21 22 27 30 26 20 20 21
leaf_count=52 21 34 42 21 32 6975 40 414 2134 42 20 23 40 25 373 21 30 51 55 21 96 2467 35 20 20 89814 172 20 46 30 20 35 23 21 21 22 27 30 26 20 20 21
internal_value=0 -0.196721 0.0258422 0.368163 -0.583443 0.00177905 -0.000722054 0.0436495 0.118946 0.0931432 0.630497 -0.0110501 0.578607 -0.00107933 0.20019 0.0374254 0.07146 0.0856999 0.624608 -0.0301392 -0.00119892 -0.0240867 -0.000745331 -0.271241 -0.431667 -0.000947391 0.00185444 -0.577238 -0.0368078 0.100068 -0.288181 -0.40115 0.0339472 -0.766124 -0.199831 -0.526888 -0.174332 -0.0850371 -0.27692 -0.119246 -0.395864 0.0429553
internal_weight=0 386 245 116 141 103086 97285 5801 2436 2329 92 3365 80 3321 419 394 2237 2185 107 2902 97205 2881 97042 163 109 97007 89986 89 7021 72 129 69 95 44 109 52 143 74 88 116 46 44
internal_count=103472 386 245 116 141 103086 97285 5801 2436 2329 92 3365 80 3321 419 394 2237 2185 107 2902 97205 2881 97042 163 109 97007 89986 89 7021 72 129 69 95 44 109 52 143 74 88 116 46 44
cat_boundaries=0 1 7 8 13 14 20
cat_threshold=2610 32768 537001986 4104 5440296 537133088 1056 1126 0 0 0 131328 32 8 1074790400 8405120 590352 404783106 1073758224 8
is_linear=0
shrinkage=0.01


Tree=958
num_leaves=33
num_cat=2
split_feature=6 3 0 0 11 5 25 2 26 0 10 10 1 16 3 19 25 9 1 7 1 2 1 10 9 3 7 3 6 5 11 5
split_gain=148509 325619 265110 247051 107229 193027 116574 227610 280865 230470 134472 162664 123361 121423 583791 201056 100718 164255 158147 67364 143898 87955.3 55059 44808.5 42607.1 39997.8 35940.3 21665.1 9538 13354.1 4278.94 1719.72
threshold=483.06600000000009 9.2080380000000037 285.35875000000004 468.98000000000008 675.38900000000001 123.64200000000001 0 749.57248000000016 2022.5000000000002 1438.4900000000002 522.5150000000001 400.0485000000001 5.6990000000000007 182.29140000000004 190.99500000000003 27.833000000000009 1 285.81500000000005 1439.8675000000001 65.637375000000006 205.14500000000004 39.465500000000013 96.32442850000001 34.797250000000012 78.913500000000013 28.898400000000002 25.602500000000003 44.856750000000012 763.68025000000011 57.226500000000009 912.00000000000011 0.45700000000000007
decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 22 19 6 24 10 9 12 16 11 13 -9 15 -15 -1 17 -8 -18 21 -21 -3 23 28 26 -10 30 -12 29 -2 -6 -30
right_child=1 3 -4 -5 5 -7 7 8 25 -11 27 -13 -14 14 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 31 -31 -32 -33
leaf_value=0.039213218276618396 0.037943516347719281 -0.56166404366493228 1.0237904659907024 -1.4002177116788668 -0.012815629504621029 -1.1126860873595528 -0.047846207996550483 1.3086618304933821 0.14119450365242206 -0.86258145086226923 -0.23040053949211584 0.88453162108858419 0.36589179246321968 -0.0089922275287764412 1.9282592763900759 0.57292471888992524 0.0020852725708618838 0.38515156907981701 0.85003603631799873 -0.18276741595829235 -1.1941041958332062 0.25053354567289354 0.27499130778842501 -0.59946094131469729 0.27551632694576095 -0.41129656410217286 -0.56917700177147279 -0.60504585035916036 -0.20896718615932122 -0.2555258722305298 -0.16795764255523682 -0.10094174528121949
leaf_weight=3588 69 24 24 29 32 23 5604 35 38 31 33 24 23 70 20 72 93249 89 22 34 24 30 36 20 23 20 21 29 56 20 40 20
leaf_count=3588 69 24 24 29 32 23 5604 35 38 31 33 24 23 70 20 72 93249 89 22 34 24 30 36 20 23 20 21 29 56 20 40 20
internal_value=0 -0.194753 0.0255838 -0.577609 0.00176109 -0.275799 0.00213585 3.95156e-05 0.442743 -0.000479229 0.0561525 0.0638877 0.934805 0.0586356 0.421508 0.0497125 -0.00020918 -0.041005 0.00228504 -0.364612 -0.601252 -0.110443 -0.0828188 -0.152447 -0.109864 -0.0493197 -0.205173 -0.405638 -0.0982631 -0.0280047 -0.0990056 -0.180539
internal_weight=0 386 245 141 103086 139 102947 99111 116 98995 3836 3774 58 3750 90 3660 98964 5693 93271 112 58 54 221 185 116 58 93 62 165 89 72 76
internal_count=103472 386 245 141 103086 139 102947 99111 116 98995 3836 3774 58 3750 90 3660 98964 5693 93271 112 58 54 221 185 116 58 93 62 165 89 72 76
cat_boundaries=0 6 12
cat_threshold=32768 536870914 4096 5440296 537133088 32 1073741824 8405120 590352 404750338 1073758224 8
is_linear=0
shrinkage=0.01


Tree=959
num_leaves=19
num_cat=2
split_feature=0 1 22 25 11 25 2 3 5 2 13 4 2 4 3 10 4 2
split_gain=111333 137021 99788.1 96842 85003 81574.5 249531 510694 211824 264207 246126 137250 44164.6 46224.7 35877.8 27033 4149.02 3892.03
threshold=1438.4900000000002 13.903 524.87500000000011 0 1439.8675000000001 1 1070.9310000000003 7.8873450000000007 161.25550000000001 52.029000000000003 358.32057250000008 1468.3681000000001 4.1470000000000011 5.0070000000000006 472.9221300000001 212.84944500000003 371.41875000000005 334.93500000000006
decision_type=2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 5 8 11 -8 9 -5 -10 -7 13 14 15 -1 -15 -14
right_child=1 -3 -4 4 -6 6 7 -9 10 -11 -12 -13 17 16 -16 -17 -18 -19
leaf_value=-0.066983642164882409 -0.031782438104802913 -1.0372486201058264 -0.51797226595717505 0.031714844079084779 -0.59271952847639719 -0.00032050668646465088 1.3723381784799937 -0.52520370483398438 -0.26277531428845635 0.26463760740156522 0.61551704331806723 0.80820573625110448 -0.30544017932631756 -0.29604904955083672 -0.45802398660908572 0.30565305948257449 -0.48617214679718018 -0.4878112272262573
leaf_weight=732 33 23 37 5047 24 96424 37 23 361 539 35 21 22 22 23 20 24 25
leaf_count=732 33 23 37 5047 24 96424 37 23 361 539 35 21 22 22 23 20 24 25
internal_value=0 -0.444742 0.00125909 0.00144493 0.00234025 0.00247983 0.000256588 0.644947 0.038282 0.0541898 -0.185148 -0.000144458 -0.103132 -0.087253 -0.0689723 -0.0570731 -0.395244 -0.402446
internal_weight=0 56 103416 103379 102511 102487 96505 60 5982 5586 396 96445 868 821 775 752 46 47
internal_count=103472 56 103416 103379 102511 102487 96505 60 5982 5586 396 96445 868 821 775 752 46 47
cat_boundaries=0 6 12
cat_threshold=1073741824 0 0 402653186 1073741872 8 32768 537001986 4104 5440296 537657344 1056
is_linear=0
shrinkage=0.01


Tree=960
num_leaves=21
num_cat=3
split_feature=6 2 16 24 26 4 5 11 2 3 16 25 24 11 3 2 2 6 2 4
split_gain=320183 124115 909775 351772 513515 183590 256157 170954 116151 99279.2 116286 112048 690513 88632.4 58721.4 34538.3 27393.2 26372.9 26209.8 2574.85
threshold=1424.6500000000003 597.17782000000011 81.991800000000026 0 2022.5000000000002 393.90000000000003 25.210500000000007 106.19210000000002 542.8678000000001 1449.0631000000001 522.5150000000001 1 2 620.32400000000007 96.595000000000013 1070.9310000000003 658.86750000000018 13.029000000000002 883.10000000000014 26.017500000000002
decision_type=2 2 2 1 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2
left_child=1 8 3 4 18 6 16 15 9 10 11 12 -1 -13 17 -6 -5 -12 -3 -10
right_child=-2 2 -4 5 7 -7 -8 -9 19 -11 14 13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.79821427970155467 -0.85273417082699865 1.0198614474137624 1.8550828151702883 -0.037270487546920777 0.013182348688443502 -1.0935564001401266 0.65578336700316398 -0.84113038290114628 -0.42015037202065991 0.48052448239437368 -0.26631006151765257 -2.6371508194231839e-05 -0.079260784803067946 -0.24829435459648569 -0.70507070541381833 0.54195028202874318 -0.44601035634894948 0.10039562377929688 1.4872100897630056 -0.5656847433447838
leaf_weight=113 44 24 30 20 30 24 31 21 31 43 91 102237 330 144 27 21 91 25 24 20
leaf_count=113 44 24 30 20 30 24 31 21 31 43 91 102237 330 144 27 21 91 25 24 20
internal_value=0 0.000493636 0.198375 0.0245943 0.417557 -0.268457 -0.147909 -0.0817682 -0.000113097 0.000123119 -7.75013e-05 0.000318808 0.157244 -0.000375526 -0.285044 0.23091 -0.372364 -0.187279 1.25354 -0.477223
internal_weight=0 103377 316 286 120 166 142 72 103061 103010 102967 102824 443 102381 143 51 111 116 48 51
internal_count=103421 103377 316 286 120 166 142 72 103061 103010 102967 102824 443 102381 143 51 111 116 48 51
cat_boundaries=0 1 6 7
cat_threshold=1173 1073741824 0 0 131072 32 328
is_linear=0
shrinkage=0.01


Tree=961
num_leaves=17
num_cat=1
split_feature=6 14 22 10 11 15 4 3 16 25 0 22 4 14 14 22
split_gain=313812 132705 114197 644657 112881 114481 159387 102359 115740 106585 47558.6 36528.8 18298.2 18280.7 4306.65 1135.5
threshold=1424.6500000000003 1092.2134000000003 261.87000000000006 20.725267500000005 620.32400000000007 174.94400000000002 343.82250000000005 1449.0631000000001 925.3130000000001 0 131.25500000000002 379.00000000000006 6.6462500000000011 39.845500000000008 1420.5906000000002 611.39525000000015
decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 2 4 11 7 6 10 8 9 -1 -6 -4 -9 -10 -3 -13
right_child=-2 14 3 -5 5 -7 -8 12 13 -11 -12 15 -14 -15 -16 -17
leaf_value=0.15374005421011458 -0.84420683931220664 -0.61165260162353519 0.2052715983214202 1.8498723253878679 -0.13948527836973226 0.42881805011204316 -1.189930510044098 0.63721573864972147 -0.32198878866253483 0.0001794525045168914 -0.66163752601260228 -0.2917341227778073 0.23813962364196775 -0.70513305926322944 -0.42411330024401345 -0.19518028036114715
leaf_weight=444 44 25 27 22 103 21 20 27 33 102520 21 29 20 20 24 21
leaf_count=444 44 25 27 22 103 21 20 27 33 102520 21 29 20 20 24 21
internal_value=0 0.000489395 0.000736124 0.340207 0.000410561 -0.260938 -0.361528 0.000828966 0.000616102 0.000856583 -0.227914 -0.0911265 0.467396 -0.466572 -0.519797 -0.251182
internal_weight=0 103377 103328 99 103229 165 144 103064 103017 102964 124 77 47 53 49 50
internal_count=103421 103377 103328 99 103229 165 144 103064 103017 102964 124 77 47 53 49 50
cat_boundaries=0 5
cat_threshold=1073741824 0 0 131072 32
is_linear=0
shrinkage=0.01


Tree=962
num_leaves=21
num_cat=3
split_feature=6 2 16 24 26 7 5 11 2 3 16 25 24 11 3 2 2 8 2 26
split_gain=307567 122041 890783 345214 502316 181574 212198 166404 113878 95471.3 112490 108020 678005 85364.9 57484.1 35425.7 33828.7 25966.7 25726.7 2576.72
threshold=1424.6500000000003 597.17782000000011 81.991800000000026 0 2022.5000000000002 264.10000000000008 25.210500000000007 106.19210000000002 542.8678000000001 1449.0631000000001 522.5150000000001 1 2 620.32400000000007 96.595000000000013 749.57248000000016 1070.9310000000003 59.387000000000008 883.10000000000014 2022.5000000000002
decision_type=2 2 2 1 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2
left_child=1 8 3 4 18 6 15 16 9 10 11 12 -1 -13 17 -5 -6 -12 -3 -10
right_child=-2 2 -4 5 7 -7 -8 -9 19 -11 14 13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.78951637172602063 -0.83576477099548685 1.0093954948584238 1.8360297485987347 -0.1068142896745263 0.013252673914035163 -1.0860570923487347 0.61745717566588831 -0.8289457250776745 -0.5541448773037303 0.47121527316958406 -0.25191783364396542 -2.9126011405153425e-05 -0.079918542388607475 -0.24367778518521746 -0.6959353669484456 -0.47506211391753622 0.53656077770959765 0.14416583561897278 1.4724176261822381 -0.41062630616385365
leaf_weight=113 44 24 30 41 30 24 29 21 22 43 96 102237 330 144 27 72 21 20 24 29
leaf_count=113 44 24 30 41 30 24 29 21 22 43 96 102237 330 144 27 72 21 20 24 29
internal_value=0 0.00048465 0.196705 0.0247484 0.414008 -0.265585 -0.145617 -0.079757 -0.000116992 0.000116902 -7.98333e-05 0.000309955 0.154389 -0.000371784 -0.280357 -0.34145 0.228732 -0.183628 1.24091 -0.472536
internal_weight=0 103377 316 286 120 166 142 72 103061 103010 102967 102824 443 102381 143 113 51 116 48 51
internal_count=103421 103377 316 286 120 166 142 72 103061 103010 102967 102824 443 102381 143 113 51 116 48 51
cat_boundaries=0 1 6 7
cat_threshold=1173 1073741824 0 0 131072 32 328
is_linear=0
shrinkage=0.01


Tree=963
num_leaves=20
num_cat=3
split_feature=6 14 2 16 24 26 1 1 4 5 2 25 24 8 11 2 1 13 1
split_gain=301447 129789 126559 866462 360316 469244 455767 147771 128770 200238 126233 104127 650921 83069.4 52936.2 44463.3 15071.4 5275.73 274.11
threshold=1424.6500000000003 1092.2134000000003 597.17782000000011 81.991800000000026 0 2022.5000000000002 4.402000000000001 1070.9310000000003 393.90000000000003 25.210500000000007 542.8678000000001 1 2 1468.3681000000001 13.550500000000001 8.3370000000000015 42.394000000000013 55.442500000000003 1439.8675000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -4 10 9 -6 11 12 -1 -13 -7 18 -12 -3 -9
right_child=-2 17 3 -5 8 14 -8 15 -10 -11 16 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.77754782706743386 -0.82740711504762832 -0.60772159629397915 2.0878645782117493 1.8176695117950439 -0.3650065184069109 0.13659121201435726 0.12359716415405274 -0.29460638435447922 -0.97906934406446366 0.56819863590700881 -0.36010739382108048 -0.00010170331048891638 -0.077620898332645197 0.53518062525782095 -0.45314881677212926 -0.78426930406819229 -0.71450116059929136 -0.39910626801577481 -0.25414847084970182
leaf_weight=112 44 27 27 30 111 45 21 34 23 29 30 102410 328 29 23 23 20 22 33
leaf_count=112 44 27 27 30 111 45 21 34 23 29 30 102410 328 29 23 23 20 22 33
internal_value=0 0.00048049 0.000724493 0.202801 0.0291595 0.434064 1.2285 0.000118374 -0.269113 -0.1717 0.000472525 0.000716665 0.1525 4.98277e-05 -0.0628797 -0.404908 -0.501865 -0.514058 -0.274679
internal_weight=0 103377 103328 309 279 116 48 103019 163 140 102929 102879 440 102439 68 90 50 49 67
internal_count=103421 103377 103328 309 279 116 48 103019 163 140 102929 102879 440 102439 68 90 50 49 67
cat_boundaries=0 1 6 7
cat_threshold=1173 1073741824 0 0 131072 32 328
is_linear=0
shrinkage=0.01


Tree=964
num_leaves=21
num_cat=1
split_feature=14 2 16 24 26 1 3 1 2 4 5 3 16 11 3 0 0 1 13 26
split_gain=150442 119076 819273 357371 459906 446697 157302 153729 144405 132066 195056 123620 98845.1 81378.1 68398.2 68359 63158.3 40385.5 9229.97 13.6961
threshold=1092.2134000000003 597.17782000000011 81.991800000000026 0 2022.5000000000002 4.402000000000001 170.74000000000004 1070.9310000000003 542.8678000000001 393.90000000000003 25.210500000000007 1449.0631000000001 522.5150000000001 620.32400000000007 96.595000000000013 76.315150500000016 11.555000000000001 262.64538500000009 7.9202500000000011 2022.5000000000002
decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 -6 8 11 10 17 12 13 -1 -14 19 -10 -5 -2 -9
right_child=18 2 -4 9 6 -7 -8 15 16 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00090016715843095271 -0.67880545478600729 2.0669859684838192 1.7382557773590088 -0.44621840000152591 -0.37271149183313051 0.12236118044172015 0.68285457241535186 -0.22371803474041724 -0.24915671138994158 -0.97088008165359496 0.56251661576073742 0.54942297447018507 -0.16785280678944109 -0.23950424645069643 -0.76566700106081753 -0.82090146117976737 -0.96993965768814094 0.049588545918464656 -0.40685307582219443 -0.23297461466355757
leaf_weight=102597 26 27 31 92 48 21 20 31 31 24 29 41 114 141 23 28 20 20 24 33
leaf_count=102597 26 27 31 92 48 21 20 31 31 24 29 41 114 141 23 28 20 20 24 33
internal_value=0 0.000392919 0.195457 0.0252551 0.429723 1.21621 -0.0622509 -0.000197617 0.000167456 -0.268848 -0.168421 0.000431081 0.000212285 0.000570231 -0.268216 -0.40879 -0.531817 -0.357681 -0.548268 -0.228491
internal_weight=0 103371 312 281 116 48 68 103059 102967 165 141 102916 102875 102738 137 92 51 112 50 64
internal_count=103421 103371 312 281 116 48 68 103059 102967 165 141 102916 102875 102738 137 92 51 112 50 64
cat_boundaries=0 1
cat_threshold=1173
is_linear=0
shrinkage=0.01


Tree=965
num_leaves=18
num_cat=1
split_feature=4 0 0 17 14 2 3 22 24 0 0 16 14 14 1 1 12
split_gain=172186 176850 130988 851757 331969 346886 471235 146822 146031 256879 179122 111771 100103 91756.6 240207 63537 2886.7
threshold=1468.3681000000001 26.339000000000002 507.82280000000009 343.48750000000007 128.57250000000002 472.9221300000001 65.713074000000006 524.87500000000011 0 883.10000000000014 748.92250000000013 925.3130000000001 1420.5906000000002 678.01075000000003 50.679750000000006 1070.9310000000003 6.0525000000000011
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 8 -7 11 9 -4 -10 12 13 15 -15 -1 -13
right_child=1 -3 3 -5 -6 6 -8 -9 10 -11 -12 16 -14 14 -16 -17 -18
leaf_value=0.0013371157856507112 -0.10676332647150213 -1.2806693819626458 0.0099624006521134151 2.1874878959655764 -0.93783969545364387 2.07477044968378 0.042797474288940436 -0.65624225418357285 0.17090382245497973 0.95316054864363242 -0.36988123515590299 -0.53634338494004874 -0.70616852438449851 0.020996922800096414 1.289130886077881 -0.26901994007414787 -0.38239436217716766
leaf_weight=102603 33 21 84 20 30 21 25 34 123 44 122 29 20 59 20 87 21
leaf_count=102603 33 21 84 20 30 21 25 34 123 44 122 29 20 59 20 87 21
internal_value=0 -0.563282 0.0015455 0.168286 0.0783441 0.151102 0.970437 0.000785327 0.0500578 0.30997 -0.0945268 0.00100255 0.00123248 0.00137015 0.342043 0.00110807 -0.471685
internal_weight=0 54 103342 469 449 419 46 102873 373 128 245 102839 102789 102769 79 102690 50
internal_count=103396 54 103342 469 449 419 46 102873 373 128 245 102839 102789 102769 79 102690 50
cat_boundaries=0 1
cat_threshold=2338
is_linear=0
shrinkage=0.01


Tree=966
num_leaves=17
num_cat=1
split_feature=4 0 0 17 14 22 6 24 1 16 14 4 14 11 1 12
split_gain=168760 173331 128381 834807 325363 143900 129652 199026 181003 109547 98110.7 91121.6 89930.6 355204 62272.6 2829.25
threshold=1468.3681000000001 26.339000000000002 507.82280000000009 343.48750000000007 128.57250000000002 524.87500000000011 606.07650000000001 0 511.45025000000004 925.3130000000001 1420.5906000000002 208.21944900000003 678.01075000000003 53.38750000000001 1070.9310000000003 6.0525000000000011
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 6 9 7 11 -9 10 12 -4 14 -14 -1 -11
right_child=1 -3 3 -5 -6 -7 -8 8 -10 15 -12 -13 13 -15 -16 -17
leaf_value=0.0013237444851272142 -0.10569572911118016 -1.2678626952284859 -0.12610426418159321 2.1656130752563478 -0.9284612900416056 -0.64967982390785917 0.91538948694864919 0.16569148623008353 0.97492717281464614 -0.53097995527859387 -0.69910684239864351 -0.87085460710525509 -0.064855832724735663 1.4529932812282018 -0.26632973676440364 -0.37857041427067351
leaf_weight=102603 33 21 92 20 30 34 21 255 31 29 20 20 58 21 87 21
leaf_count=102603 33 21 92 20 30 34 21 255 31 29 20 20 58 21 87 21
internal_value=0 -0.55765 0.00153005 0.166603 0.0775606 0.000777474 0.149591 0.109184 0.244845 0.000992524 0.00122016 -0.237858 0.00135645 0.338623 0.00109699 -0.466968
internal_weight=0 54 103342 469 449 102873 419 398 286 102839 102789 112 102769 79 102690 50
internal_count=103396 54 103342 469 449 102873 419 398 286 102839 102789 112 102769 79 102690 50
cat_boundaries=0 1
cat_threshold=2120
is_linear=0
shrinkage=0.01


Tree=967
num_leaves=19
num_cat=1
split_feature=4 0 0 17 5 2 22 2 4 0 8 4 16 5 25 8 3 12
split_gain=165402 169882 125827 818195 319990 484869 141036 131846 327608 117211 118084 128629 107367 76455.7 59549 145550 71535.4 2772.95
threshold=1468.3681000000001 26.339000000000002 507.82280000000009 343.48750000000007 15.581850000000001 472.9221300000001 524.87500000000011 152.38780000000003 111.55832500000001 594.30750000000012 401.69424000000004 289.64010000000007 925.3130000000001 1449.0631000000001 0 1468.3681000000001 354.51980000000003 6.0525000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2
left_child=2 -2 6 4 5 7 12 8 -4 -6 11 -11 13 14 16 -16 -1 -14
right_child=1 -3 3 -5 9 -7 -8 -9 -10 10 -12 -13 17 -15 15 -17 -18 -19
leaf_value=-0.056557635623095744 -0.10463876319654061 -1.2551840636843727 0.085073496357158385 2.1439568443298338 0.20447735173361645 1.5226672391538267 -0.64318303493892448 -0.47265409422643262 1.2872582727432251 -0.44433694745980057 0.14724771642684936 -1.3591547393798828 -0.52567015499904235 -0.44147240320841469 0.0024644130939486882 -0.6425169860294887 -0.64496615773155586 -0.37478470961252847
leaf_weight=1282 33 21 243 20 28 27 34 33 25 51 20 22 29 39 101412 35 21 21
leaf_count=1282 33 21 243 20 28 27 34 33 25 51 20 22 29 39 101412 35 21 21
internal_value=0 -0.552073 0.00151475 0.164937 0.076785 0.238929 0.000769699 0.123777 0.197218 -0.362746 -0.533523 -0.720035 0.000982599 0.00120795 0.00137598 0.00224167 -0.0655378 -0.462298
internal_weight=0 54 103342 469 449 328 102873 301 268 121 93 73 102839 102789 102750 101447 1303 50
internal_count=103396 54 103342 469 449 328 102873 301 268 121 93 73 102839 102789 102750 101447 1303 50
cat_boundaries=0 6
cat_threshold=0 2 4354 134250528 16777248 1056
is_linear=0
shrinkage=0.01


Tree=968
num_leaves=20
num_cat=3
split_feature=4 0 0 17 5 2 24 3 22 0 8 4 0 16 5 25 8 24 12
split_gain=162110 166501 123323 801913 313623 475220 215470 142300 138230 114879 115734 126069 112039 105230 74934.2 58364 142654 89857.6 2717.77
threshold=1468.3681000000001 26.339000000000002 507.82280000000009 343.48750000000007 15.581850000000001 472.9221300000001 0 174.76450000000003 524.87500000000011 594.30750000000012 401.69424000000004 289.64010000000007 748.92250000000013 925.3130000000001 1449.0631000000001 1 1468.3681000000001 2 6.0525000000000011
decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 1 2
left_child=2 -2 8 4 5 6 12 -8 13 -6 11 -11 -4 14 15 17 -17 -1 -15
right_child=1 -3 3 -5 9 -7 7 -9 -10 10 -12 -13 -14 18 -16 16 -18 -19 -20
leaf_value=-0.1801065651274153 -0.10359238364479759 -1.2426322237650553 0.094227683429534623 2.1225173721313477 0.20243256023951939 1.5074405528880932 0.21747376208320077 0.97808369603650325 -0.63675119536764491 -0.43989357106825888 0.14577522325515749 -1.3455631871656939 -0.54501467359477074 -0.52041346155363943 -0.43705767607077578 0.0024397689250494521 -0.63609181513105117 -0.005146198813148907 -0.37103686105637324
leaf_weight=438 33 21 52 20 28 27 162 29 34 51 20 22 58 29 39 101412 35 865 21
leaf_count=438 33 21 52 20 28 27 162 29 34 51 20 22 58 29 39 101412 35 865 21
internal_value=0 -0.546552 0.0014996 0.163288 0.0760172 0.23654 0.122539 0.316394 0.000762002 -0.359119 -0.528188 -0.712835 -0.222592 0.000972773 0.00119587 0.00136222 0.00221925 -0.0648825 -0.457675
internal_weight=0 54 103342 469 449 328 301 191 102873 121 93 73 110 102839 102789 102750 101447 1303 50
internal_count=103396 54 103342 469 449 328 301 191 102873 121 93 73 110 102839 102789 102750 101447 1303 50
cat_boundaries=0 1 7 8
cat_threshold=29 0 2 4354 134250528 16777248 1056 282
is_linear=0
shrinkage=0.01


Tree=969
num_leaves=18
num_cat=1
split_feature=4 0 0 17 5 2 22 2 4 0 8 4 16 5 11 25 12
split_gain=158884 163188 120869 785955 307382 465763 135479 129505 319241 112592 113431 123561 103136 73443 57892.2 59653.6 2663.68
threshold=1468.3681000000001 26.339000000000002 507.82280000000009 343.48750000000007 15.581850000000001 472.9221300000001 524.87500000000011 152.38780000000003 111.55832500000001 594.30750000000012 401.69424000000004 289.64010000000007 925.3130000000001 1449.0631000000001 1439.8675000000001 0 6.0525000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2
left_child=2 -2 6 4 5 7 12 8 -4 -6 11 -11 13 14 15 -1 -14
right_child=1 -3 3 -5 9 -7 -8 -9 -10 10 -12 -13 16 -15 -16 -17 -18
leaf_value=-0.11379872101398655 -0.10255644364790482 -1.2302058907917568 0.083396729706736755 2.1012921447753907 0.20040824277060373 1.4923661182544852 -0.63038369006970352 -0.46979896791053544 1.2701313190460206 -0.43549462935503791 0.14431747722625735 -1.3321075441620567 -0.5152093163852034 -0.43268710796649645 -0.45329601587993756 0.001975757226748193 -0.36732650052933463
leaf_weight=437 33 21 243 20 28 27 34 33 25 51 20 22 29 39 28 102285 21
leaf_count=437 33 21 243 20 28 27 34 33 25 51 20 22 29 39 28 102285 21
internal_value=0 -0.541087 0.00148442 0.161655 0.075257 0.234174 0.000754202 0.121313 0.1941 -0.355527 -0.522906 -0.705707 0.000962865 0.00118374 0.00134842 0.00147234 -0.453099
internal_weight=0 54 103342 469 449 328 102873 301 268 121 93 73 102839 102789 102750 102722 50
internal_count=103396 54 103342 469 449 328 102873 301 268 121 93 73 102839 102789 102750 102722 50
cat_boundaries=0 6
cat_threshold=0 2 4096 134217760 32 1056
is_linear=0
shrinkage=0.01


Tree=970
num_leaves=25
num_cat=3
split_feature=3 7 13 9 1 6 22 0 9 5 2 2 10 6 25 2 24 5 12 2 24 2 5 26
split_gain=125601 235821 338385 417672 154168 123188 114150 99671.1 342992 337602 199252 259792 167207 138433 103573 180871 185498 116391 178552 84421.7 81395.4 75111.7 15719.5 15015.9
threshold=514.39811750000013 483.06600000000009 403.35000000000008 285.81500000000005 542.71780000000012 123.18250000000002 550.81750000000011 228.21400000000003 553.21400000000006 234.22 749.57248000000016 542.8678000000001 522.5150000000001 1424.6500000000003 0 542.8678000000001 1 326.45950000000005 39.465500000000013 883.10000000000014 2 190.99500000000003 6.5747500000000008 2022.5000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 1 2 2 2
left_child=6 2 3 4 5 20 7 13 10 -10 11 12 -9 14 15 16 -1 19 -19 -16 -2 -3 -7 -17
right_child=1 21 -4 -5 -6 22 -8 8 9 -11 -12 -13 -14 -15 17 23 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.22810016119178816 0.076756207783634844 -0.38812516021728516 1.1430993566058931 0.9659254035949707 -1.0216764262199403 -0.45639024462018696 0.61651994263132415 -0.13274528223416762 -0.1346873890785944 1.6190128019581671 -0.87118652154417608 0.87495005846023566 0.72796994230021594 0.6688589934379825 -0.00035918011044066617 -0.7524295211973645 0.015984899634341694 -0.065393709417570514 -0.55500807661480378 0.3226108800794607 -0.27475105794382765 -1.203262773660513 -0.8183240795135498 -0.38257740103680155
leaf_weight=623 120 20 21 30 25 21 30 1208 21 23 34 27 23 31 98981 21 1202 432 90 81 132 26 28 23
leaf_count=623 120 20 21 30 25 21 30 1208 21 23 34 27 23 31 98981 21 1202 432 90 81 132 26 28 23
internal_value=0 -0.172908 -0.0904315 -0.163196 -0.267103 -0.204431 -0.000237541 -0.000417494 -0.0862282 0.78202 -0.115797 -0.095381 -0.116664 0.000712172 0.000508013 0.0740611 0.0897321 -0.000879785 -0.14981 -9.50973e-05 -0.115224 -0.848855 -0.66321 -0.559098
internal_weight=0 423 377 356 326 301 102850 102820 1336 44 1292 1258 1231 101484 101453 1869 1825 99584 522 99062 252 46 49 44
internal_count=103273 423 377 356 326 301 102850 102820 1336 44 1292 1258 1231 101484 101453 1869 1825 99584 522 99062 252 46 49 44
cat_boundaries=0 6 7 8
cat_threshold=256 536870912 4096 7503906 48 1024 1106 466
is_linear=0
shrinkage=0.01


Tree=971
num_leaves=20
num_cat=6
split_feature=2 11 10 3 1 6 25 24 24 8 26 24 2 25 6 10 14 3 25
split_gain=124121 135664 368549 117439 114157 105090 95436.2 275864 121095 95625.4 92882.6 85139.9 559010 323308 273465 245802 210461 80189.2 33287.9
threshold=1439.8675000000001 1092.2834 130.02000000000001 1077.3535000000002 75.142750000000007 53.833000000000006 0 1 2 13.261200000000001 2022.5000000000002 3 1070.9310000000003 4 243.82689999999999 485.19100000000009 678.01075000000003 1449.0631000000001 5
decision_type=2 2 2 2 2 2 9 1 1 2 2 1 2 9 2 2 2 2 9
left_child=1 3 -3 6 -2 17 7 10 18 -10 -1 13 16 14 -8 -15 -13 -5 -9
right_child=4 2 -4 5 -6 -7 11 8 9 -11 -12 12 -14 15 -16 -17 -18 -19 -20
leaf_value=0.80644952252507207 -0.11895869065076113 -0.072117236932603329 1.5836732740402222 -0.46582580069079998 -1.0820405073165895 -0.88742177449739901 -0.076847049291086114 -0.017067765702664012 0.16323965947030494 -0.51380475867878306 0.29534067773818967 0.0050460276234132644 1.4188527865069254 -0.0041108411863606878 -0.44861003004301053 0.63117981762182518 0.69690885538404646 0.17565460932882207 -0.24028903565399209
leaf_weight=64 32 41 20 40 20 26 4061 132 403 22 80 59426 28 38380 208 61 44 38 147
leaf_count=64 32 41 20 40 20 26 4061 132 403 22 80 59426 28 38380 208 61 44 38 147
internal_value=0 -0.000689233 0.470765 -0.000968011 -0.489375 -0.336838 -0.000629064 0.104397 0.0200741 0.125246 0.488572 -0.00151051 0.00622197 -0.0122813 -0.0947387 -0.00310192 0.00555792 -0.15331 -0.138924
internal_weight=0 103221 61 103160 52 104 103056 848 704 425 144 102208 59498 42710 4269 38441 59470 78 279
internal_count=103273 103221 61 103160 52 104 103056 848 704 425 144 102208 59498 42710 4269 38441 59470 78 279
cat_boundaries=0 5 6 7 8 14 18
cat_threshold=0 0 4096 163842 32 65 778 2280 1074823168 537018370 290 33563168 1074003968 1024 0 0 0 32768
is_linear=0
shrinkage=0.01


Tree=972
num_leaves=22
num_cat=0
split_feature=3 16 7 9 1 4 2 2 6 0 1 0 5 5 6 0 15 4 2 4 4
split_gain=121862 466104 293642 268704 225650 195486 846395 126792 131341 104441 266719 409230 152188 88758.8 175033 93759.6 82782.4 113228 58129 64097.6 10440.2
threshold=514.39811750000013 336.36115000000007 483.06600000000009 285.81500000000005 542.71780000000012 891.77550000000008 297.32750000000004 1439.8675000000001 1424.6500000000003 228.21400000000003 262.64538500000009 413.70875000000007 678.89998000000014 326.45950000000005 483.06600000000009 212.52070000000001 16.945 483.06600000000009 40.201125000000005 1468.3681000000001 1085.2750000000003
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 3 4 16 7 18 8 9 13 12 -12 -11 15 -15 -1 17 -2 19 20 -7
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00085094393491417153 -0.18235524616372867 1.2468925710157914 -1.07250140838134 0.67352381992340082 -1.1817580735683442 -0.23334824085235595 2.2808385456111284 -0.54360543553219287 0.62094853611553424 -0.16741983293423621 0.7126120116538609 -0.18829290933836074 0.6921211483365014 -0.079840508558189693 -0.81974492059034465 0.29841708916538168 -0.70291388087802464 0.56547490304166625 -0.45237944793701174 0.50750385176750923 0.055538998143426305
leaf_weight=100673 254 22 39 35 24 22 20 43 34 1079 97 105 21 536 34 106 27 22 20 31 29
leaf_count=100673 254 22 39 35 24 22 20 43 34 1079 97 105 21 536 34 106 27 22 20 31 29
internal_value=0 -0.17031 -0.248062 -0.159241 -0.248375 -0.000229552 0.399826 -0.000704659 -0.000477316 -0.000683144 -0.0896765 0.24432 -0.15101 0.000460127 -0.123975 0.00116393 -0.174444 -0.122746 0.031 0.148897 -0.069079
internal_weight=0 423 401 362 327 102850 122 102728 102685 102651 1302 202 1100 101349 570 100779 303 276 102 82 51
internal_count=103273 423 401 362 327 102850 122 102728 102685 102651 1302 202 1100 101349 570 100779 303 276 102 82 51
is_linear=0
shrinkage=0.01


Tree=973
num_leaves=29
num_cat=2
split_feature=7 5 4 2 0 2 0 9 5 14 10 25 2 2 6 2 25 5 5 2 3 5 4 3 4 7 6 7
split_gain=120656 193596 169787 714072 156870 151308 151286 188007 294008 183004 263983 177569 158925 141858 137105 129019 112610 172113 279496 144048 142280 82711.3 37457.2 36833.2 67330 34246.4 22926.3 1009.26
threshold=783.3660000000001 54.009400000000007 891.77550000000008 364.96250000000003 7.8769000000000009 78.338250000000002 228.21400000000003 553.21400000000006 234.22 21.832000000000004 451.48500000000007 0 198.78000000000003 52.962600000000009 1424.6500000000003 6.6432485000000012 1 392.81250000000006 552.55750000000012 512.13625000000013 888.10000000000014 326.45950000000005 87.012500000000017 53.872267500000007 1468.3681000000001 152.16750000000005 0.45700000000000007 1107.8925000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 26 23 14 9 -9 10 11 -8 15 -3 16 -11 17 19 -19 -1 21 -18 -22 24 -4 -14 27 -2
right_child=1 13 3 -5 -6 -7 7 8 -10 12 -12 -13 25 -15 -16 -17 20 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.071516242631196006 -0.25178476763719859 -0.14434501073577188 -0.14811352897967611 1.9583010739865512 0.77026807683706278 -0.65898759460449219 0.048985237876892594 -0.28688822170098621 1.2626476867675782 -0.54198132514953612 1.0259641683669318 -0.20289225511813233 -0.70524296099489392 -1.1874735200405122 0.66539057900828691 0.15680509350034927 -0.00025241159811826208 1.4345408169428506 -0.024343927975358635 -0.51361428576846457 -0.29294702028686348 -0.12731176795079871 -0.78695016860961919 0.55513759682575858 0.49939800280791063 -1.276992713212967 0.060482121861499288 -0.33505925882694337
leaf_weight=1951 22 22 42 23 20 25 458 24 25 64 21 708 22 32 31 45 98905 24 29 43 66 515 20 24 26 20 23 43
leaf_count=1951 22 22 42 23 20 25 458 24 25 64 21 708 22 32 31 45 98905 24 29 43 66 515 20 24 26 20 23 43
internal_value=0 -0.273612 -0.000488493 0.347522 -0.02917 0.0308734 -0.000961651 -0.104694 0.503691 -0.126975 -0.0852623 -0.105276 -0.454873 -0.762495 0.000454688 -0.253492 0.00025171 0.0734885 0.636283 0.0588981 -0.00126215 -0.000910585 -0.407831 0.218336 0.0994644 -0.977505 -0.210861 -0.306874
internal_weight=0 162 103111 140 108 117 102971 1387 49 1338 1187 1166 151 54 101584 109 101553 2047 53 1994 99506 99420 86 92 68 42 88 65
internal_count=103273 162 103111 140 108 117 102971 1387 49 1338 1187 1166 151 54 101584 109 101553 2047 53 1994 99506 99420 86 92 68 42 88 65
cat_boundaries=0 5 11
cat_threshold=67143168 16400 32 32768 8396864 256 536870912 4096 7503906 262160 1024
is_linear=0
shrinkage=0.01


Tree=974
num_leaves=21
num_cat=5
split_feature=2 11 10 0 6 5 5 1 10 4 25 1 25 12 24 25 25 3 2 6
split_gain=119514 132948 360433 131977 204835 460796 193862 159387 379897 151467 143581 111182 102755 240520 229195 405815 125429 114872 92583.5 85531.4
threshold=1439.8675000000001 1092.2834 130.02000000000001 228.21400000000003 483.06600000000009 678.89998000000014 448.18200000000007 315.7462000000001 255.92650000000003 277.77250000000009 0 75.142750000000007 1 334.36750000000012 2 3 4 1449.0631000000001 1070.9310000000003 1424.6500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 9 2 1 9 9 2 2 2
left_child=1 3 -3 12 5 7 9 10 -9 -6 -5 -2 13 14 15 -1 -16 18 19 -14
right_child=11 2 -4 4 6 -7 -8 8 -10 -11 -12 -13 17 -15 16 -17 -18 -19 -20 -21
leaf_value=0.78269005268543701 -0.11464106593281032 -0.070827296863241893 1.5666320109367371 -0.35692396172541913 -0.70625757385702703 1.0652001864569527 -1.3618601400955865 -0.00038019068447160134 1.347733496427536 0.33133842865626018 -0.080310371296703487 -1.065088212966919 -0.0011554094574761039 1.1122949704256926 0.056073938381881863 0.089063557927172285 -0.14800572503087672 -0.55071881545217416 0.49270434806221408 0.51592421412467959
leaf_weight=101 32 41 20 236 34 35 23 162 24 24 883 20 99690 22 1012 389 417 38 38 32
leaf_count=101 32 41 20 236 34 35 23 162 24 24 883 20 99690 22 1012 389 417 38 38 32
internal_value=0 -0.000666457 0.466045 -0.00094243 -0.0966487 -0.0671302 -0.58498 -0.0974992 0.17357 -0.276908 -0.142556 -0.480198 0.000394311 0.0722678 0.0607212 0.24483 -0.00409373 -0.00101072 -0.000801428 -0.000989483
internal_weight=0 103221 61 103160 1421 1340 81 1305 186 58 1119 52 101739 1941 1919 490 1429 99798 99760 99722
internal_count=103273 103221 61 103160 1421 1340 81 1305 186 58 1119 52 101739 1941 1919 490 1429 99798 99760 99722
cat_boundaries=0 6 12 13 18 23
cat_threshold=9437184 0 512 33554432 0 4096 256 0 4096 7503906 262192 1024 1104 0 0 0 1179648 32 256 0 0 6324226 262160
is_linear=0
shrinkage=0.01


Tree=975
num_leaves=19
num_cat=2
split_feature=22 11 10 0 12 25 1 2 2 25 2 3 6 2 3 0 8 4
split_gain=148595 216620 122760 90976.4 223383 187672 139787 321027 237358 74745.1 539765 272019 214741 193105 138604 69632.2 64109.5 18045.2
threshold=550.81750000000011 1092.2834 86.604000000000028 228.21400000000003 671.11374000000012 0 511.45025000000004 749.57248000000016 542.8678000000001 1 1070.9310000000003 1077.3535000000002 1054.5000000000002 1070.9310000000003 1449.0631000000001 594.30750000000012 1117.4100000000001 8.0827500000000025
decision_type=2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 5 15 7 -7 -8 10 11 12 -1 14 16 17 -11 -5
right_child=-2 2 -4 4 -6 6 8 -9 -10 13 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.014788296178171598 0.74206829667091367 -0.28072698308154942 -1.2402579412460326 -0.24149504435473476 -1.1014954959778558 -0.03534807288850178 0.06095225204478253 -1.1185175870997566 1.1443482145896324 -0.0017613503428776083 1.2276816242772179 0.83199305452951577 0.82228999029506344 -0.66444016505371439 -0.83417410516738899 -0.91397777114595691 0.46059467697143552 -0.57250797219898386
leaf_weight=16177 27 40 20 58 21 1201 91 28 26 85928 37 41 33 44 20 28 30 23
leaf_count=16177 27 40 20 58 21 1201 91 28 26 85928 37 41 33 44 20 28 30 23
internal_value=0 0.00011602 -0.600571 0.000463285 -0.0774858 -0.0627062 -0.0283715 -0.0600257 0.301707 0.00158784 0.0212236 0.0184898 0.0164322 -0.00213235 -0.00179366 -0.44341 -0.00159998 -0.335486
internal_weight=0 103846 60 103786 1476 1455 1346 1229 117 102310 16288 16251 16210 86022 85978 109 85958 81
internal_count=103873 103846 60 103786 1476 1455 1346 1229 117 102310 16288 16251 16210 86022 85978 109 85958 81
cat_boundaries=0 6 11
cat_threshold=8650752 536870912 8 2 4 4096 67142528 549453984 268964440 72553002 604767232
is_linear=0
shrinkage=0.01


Tree=976
num_leaves=16
num_cat=1
split_feature=22 11 10 7 3 25 2 2 16 10 26 14 4 3 7
split_gain=145637 212309 120317 86773.2 244533 57550.4 641046 187050 182184 149032 139077 110483 262010 116422 16297.4
threshold=550.81750000000011 1092.2834 86.604000000000028 1107.8925000000002 35.85625000000001 0 1070.9310000000003 1070.9310000000003 631.17300000000012 522.5150000000001 2022.5000000000002 678.01075000000003 48.388837500000008 180.91300000000004 1481.2725000000003
decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 14 6 8 11 9 -1 -9 13 -13 -7 -5
right_child=-2 2 -4 4 -6 7 -8 10 -10 -11 -12 12 -14 -15 -16
leaf_value=0.011072832392933519 0.73464756713973145 -0.27791971506923441 -1.2278554029464723 -0.13829827074651366 -1.2256316229159183 -0.0012235195794161604 1.3321342644175969 -1.1102051413976231 0.7567837883486892 0.44368214025720953 -0.14466071036883763 0.81248451008796696 -0.36962713813781739 -0.1006191911482599 0.21603239517211914
leaf_weight=17310 27 40 20 27 22 84916 37 26 33 80 35 50 30 1195 25
leaf_count=17310 27 40 20 27 22 84916 37 26 33 80 35 50 30 1195 25
internal_value=0 0.00011486 -0.594565 0.000458652 -0.341853 0.000702896 0.017254 -0.00264925 0.0144716 0.013063 -0.556204 -0.00225779 0.369193 -0.00260288 0.032053
internal_weight=0 103846 60 103786 74 103712 17460 86252 17423 17390 61 86191 80 86111 52
internal_count=103873 103846 60 103786 74 103712 17460 86252 17423 17390 61 86191 80 86111 52
cat_boundaries=0 5
cat_threshold=68174720 549454000 268964440 71503914 604767232
is_linear=0
shrinkage=0.01


Tree=977
num_leaves=18
num_cat=0
split_feature=22 11 10 0 12 5 4 5 9 7 7 6 2 10 5 8 8
split_gain=142739 208084 117923 88836.4 219042 215789 241228 168166 206126 72530.9 185356 122478 103391 80650.1 37002.2 27730.8 24102.5
threshold=550.81750000000011 1092.2834 86.604000000000028 228.21400000000003 671.11374000000012 678.89998000000014 266.29450000000003 483.06600000000009 553.21400000000006 615.99125000000015 552.55750000000012 1424.6500000000003 749.57248000000016 30.211083500000004 5.0070000000000006 101.28180000000002 33.260025000000006
decision_type=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 10 11 12 -1 14 16 -15 -11
right_child=-2 2 -4 4 -6 6 -8 -9 -10 13 -12 -13 -14 15 -16 -17 -18
leaf_value=0.0011076998702378735 0.72730110527188685 -0.27514051806926726 -1.2155768203735351 -0.086549373887070666 -1.0905825324285598 -0.079812627875286604 1.4025919796171644 -0.73095802625020345 0.63333428964382266 -0.057092036961773299 0.78784267918268835 0.63015614878746773 0.26041092321083148 -0.81090602744709361 -0.36857624098658565 -0.32851001097605781 0.32307876586914064
leaf_weight=101913 27 40 20 1331 21 23 21 39 41 81 30 31 154 22 32 26 21
leaf_count=101913 27 40 20 1331 21 23 21 39 41 81 30 31 154 22 32 26 21
internal_value=0 0.000113711 -0.588619 0.000454065 -0.0765727 -0.0619375 0.627699 -0.0834429 -0.0650368 0.00156531 0.00192075 0.00168982 0.00149894 -0.197887 -0.0718973 -0.549608 0.0211784
internal_weight=0 103846 60 103786 1476 1455 44 1411 1372 102310 102128 102098 102067 182 134 48 102
internal_count=103873 103846 60 103786 1476 1455 44 1411 1372 102310 102128 102098 102067 182 134 48 102
is_linear=0
shrinkage=0.01


Tree=978
num_leaves=24
num_cat=2
split_feature=22 0 12 5 4 25 1 26 4 1 4 25 2 1 26 3 2 26 6 0 6 5 3
split_gain=139899 108156 246151 185888 304121 207004 362493 215932 123215 207428 135086 68731.4 504963 140562 517809 168286 83954.5 255470 95254.2 72340.7 64588.8 181668 91359.8
threshold=550.81750000000011 228.21400000000003 671.11374000000012 678.89998000000014 152.04240000000001 0 365.02500000000003 2022.5000000000002 606.76150000000018 180.57000000000002 371.41875000000005 1 658.86750000000018 383.83325000000008 2022.5000000000002 603.67000000000019 1070.9310000000003 2022.5000000000002 1424.6500000000003 149.11750000000004 47.642815000000006 326.45950000000005 1449.0631000000001
decision_type=2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 5 -5 6 7 -3 10 -10 -7 12 13 15 -15 19 18 -18 20 -1 22 -22 -13
right_child=-2 2 -4 4 -6 8 -8 -9 9 -11 -12 16 -14 14 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.01720458040761386 0.72002810169373532 0.37784703857493851 -1.1344479688731108 -0.37021243476867677 1.2700021010178786 -0.15088749806358004 1.2895293732789848 -0.23349159788897658 -1.3866146959577288 -0.038480575624108317 0.35739865814555777 -0.0017463095737386416 1.4299401572002812 -0.58888589035380967 1.4612351421798979 0.84385663166046143 -1.062426588987482 0.17692134827757491 0.57290202436776005 0.48035274197073541 0.057450257407004462 -0.25096128381124816 -0.59460439388568587
leaf_weight=4159 27 106 22 20 26 1060 26 127 21 25 55 94234 26 22 28 25 29 39 29 34 3505 202 26
leaf_count=4159 27 106 22 20 26 1060 26 127 21 25 55 94234 26 22 28 25 29 39 29 34 3505 202 26
internal_value=0 0.000112574 -0.08453 -0.0687741 0.556865 -0.0890413 0.163294 0.0446281 -0.145487 -0.653933 -0.125815 0.00134304 0.0404553 0.0320856 0.559182 0.0258374 -0.000373685 -0.351624 -0.000129988 0.0209601 -0.000299616 0.0406444 -0.00190984
internal_weight=0 103846 1488 1466 46 1420 259 233 1161 46 1115 102358 4294 4268 50 4218 98064 68 97996 4193 97967 3707 94260
internal_count=103873 103846 1488 1466 46 1420 259 233 1161 46 1115 102358 4294 4268 50 4218 98064 68 97996 4193 97967 3707 94260
cat_boundaries=0 6 11
cat_threshold=68173824 16896 0 0 8396800 256 256 536871072 4104 71434282 786432
is_linear=0
shrinkage=0.01


Tree=979
num_leaves=20
num_cat=4
split_feature=22 7 3 25 2 3 4 24 25 16 3 14 4 13 3 1 6 25 7
split_gain=137115 96704.8 178694 54571.2 330776 234119 329098 111234 357006 108769 105848 100001 252490 148915 101182 188684 101349 91875.9 5065.15
threshold=550.81750000000011 1107.8925000000002 35.85625000000001 0 1070.9310000000003 603.67000000000019 79.530000000000015 1 2 925.3130000000001 888.10000000000014 678.01075000000003 48.388837500000008 55.442500000000003 180.91300000000004 756.19086000000004 1424.6500000000003 3 1481.2725000000003
decision_type=2 2 2 9 2 2 2 1 9 2 2 2 2 2 2 2 2 9 2
left_child=1 3 18 4 5 7 10 8 -1 11 -7 14 13 -13 16 -16 -5 -9 -3
right_child=-2 2 -4 9 -6 6 -8 17 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20
leaf_value=0.53481913002195025 0.71282783400681282 -0.13659853778503558 -1.0922923360700194 -0.0017204494511011297 1.0492618969491414 0.72059627430779605 1.6339597225189209 -0.19533514237541952 0.032885547115847194 -0.53072326158865901 -0.1823730318335926 1.1052452561662005 -0.39190465973269556 0.034242421388626099 -0.11188964086637068 0.61274739633943587 0.61104866910863809 -0.0043117446638056105 0.057101362855346116
leaf_weight=135 27 27 23 86214 31 21 21 249 6534 39 34 37 31 20 1246 37 27 9093 27
leaf_count=135 27 27 23 86214 31 21 21 249 6534 39 34 37 31 20 1246 37 27 9093 27
internal_value=0 0.000111448 -0.354145 0.000374318 0.0172794 0.0153015 0.569013 0.0126732 0.0438317 -0.00273599 0.162397 -0.00250127 0.33443 0.729455 -0.00284004 -0.0909921 -0.00152861 -0.00960667 -0.0397486
internal_weight=0 103846 77 103769 16118 16087 76 16011 6669 87651 55 87612 88 57 87524 1283 86241 9342 54
internal_count=103873 103846 77 103769 16118 16087 76 16011 6669 87651 55 87612 88 57 87524 1283 86241 9342 54
cat_boundaries=0 5 6 10 14
cat_threshold=67109760 549454000 268964440 71505450 604767232 1123 0 536870912 0 131072 0 536870912 4096 131104
is_linear=0
shrinkage=0.01


Tree=980
num_leaves=20
num_cat=1
split_feature=11 22 6 18 1 1 2 6 1 1 26 13 25 2 12 1 7 2 22
split_gain=134645 136561 93982 158708 284180 198290 216941 120603 101293 78206.2 91385.5 73356.5 70869.4 455772 152220 92779.6 208761 152437 3144.21
threshold=1439.8675000000001 379.00000000000006 371.41875000000005 42.781000000000013 661.33164000000011 297.63750000000005 542.8678000000001 543.52500000000009 413.70875000000007 1439.8675000000001 2022.5000000000002 53.027500000000011 0 1070.9310000000003 334.36750000000012 383.83325000000008 394.58800000000002 1070.9310000000003 573.53125000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=1 2 9 4 5 6 -4 -5 -7 12 -11 18 13 14 -1 17 -17 -14 -3
right_child=-2 11 3 7 -6 8 -8 -9 -10 10 -12 -13 15 -15 -16 16 -18 -19 -20
leaf_value=0.018952459476041676 0.69340538239904814 -0.30600705888536239 0.0034903067375827504 -0.22512609723451976 0.9719817377090455 -1.2691993331909179 -0.89071431599814321 -1.1041191996909954 -0.35044477176666261 -0.10364239692687989 0.78820550925201849 -0.95870310416817661 -0.0011525650330847664 1.4011183214187621 0.54634602668068621 -0.19779697726526604 0.62646932399634159 -0.52304950659828531 -0.140579596510157
leaf_weight=11035 28 27 421 37 25 20 29 27 30 20 27 20 91384 24 55 446 33 56 20
leaf_count=11035 28 27 421 37 25 20 29 27 30 20 27 20 91384 24 55 446 33 56 20
internal_value=0 -0.00013962 0.000152063 -0.125806 -0.0684935 -0.120517 -0.0541362 -0.595951 -0.717947 0.000871791 0.408696 -0.45146 0.000685756 0.024525 0.021568 -0.0021991 -0.14101 -0.00147219 -0.235612
internal_weight=0 103736 103669 589 525 500 450 64 50 103080 47 67 103033 11114 11090 91919 479 91440 47
internal_count=103764 103736 103669 589 525 500 450 64 50 103080 47 67 103033 11114 11090 91919 479 91440 47
cat_boundaries=0 6
cat_threshold=1140851328 545276040 536940672 73597728 537150482 1032
is_linear=0
shrinkage=0.01


Tree=981
num_leaves=18
num_cat=1
split_feature=11 4 16 7 22 3 16 25 2 7 3 4 4 4 19 5 22
split_gain=131966 153878 129394 126866 89449.4 74215.3 82140.2 65079.6 135671 77870.6 54559.7 66416.4 61358.5 41063.1 32092.4 21635 236.751
threshold=1439.8675000000001 672.57974000000002 129.93500000000003 448.18200000000007 379.00000000000006 1449.0631000000001 1107.6734000000001 0 383.96180000000004 421.77600000000007 152.51760000000004 1085.2750000000003 891.77550000000008 1468.3681000000001 5.6095500000000014 15.083500000000003 524.87500000000011
decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 5 6 7 8 -1 -9 11 15 -12 -13 16 -3 -6
right_child=-2 2 -4 -5 14 -7 -8 9 -10 -11 12 13 -14 -15 -16 -17 -18
leaf_value=0.098986864979472761 0.686471338978902 -0.27470541050185021 0.41917771156017597 -0.98281980530573776 -0.2474697067141533 0.41129726583307441 -0.55097822931077745 -0.00068752770350625429 -0.64690762901306165 0.13807972258975354 -0.35900417872837614 -0.87221012099035866 0.35606272305761066 -0.31302061637242634 -0.70717337094992405 0.056291409560612272 -0.20042606678264946
leaf_weight=992 28 67 26 26 20 44 27 101930 25 406 21 29 28 24 20 28 23
leaf_count=992 28 67 26 26 20 44 27 101930 25 406 21 29 28 24 20 28 23
internal_value=0 -0.000138224 -0.248433 -0.326271 0.000459197 0.000688657 0.000513896 0.000657968 0.0798659 -0.00013698 -0.239619 -0.335376 0.0496055 -0.618992 -0.376233 -0.177148 -0.222307
internal_weight=0 103736 249 223 103487 103424 103380 103353 1017 102336 197 148 49 53 63 95 43
internal_count=103764 103736 249 223 103487 103424 103380 103353 1017 102336 197 148 49 53 63 95 43
cat_boundaries=0 4
cat_threshold=1073741824 536870912 4096 6422784
is_linear=0
shrinkage=0.01


Tree=982
num_leaves=26
num_cat=3
split_feature=11 4 6 3 9 0 8 15 24 5 1 0 7 24 2 5 8 3 9 16 3 25 5 9 3
split_gain=129339 150816 441321 340333 151844 127884 109807 205082 201016 176213 105632 105213 83336.2 364799 287286 400440 325691 114370 104780 100710 121285 98181.4 66493.5 50601.4 40697.6
threshold=1439.8675000000001 672.57974000000002 393.73500000000007 472.9221300000001 21.826000000000004 172.78900000000002 455.79000000000002 327.48250000000002 0 64.594250000000002 23.061000000000003 262.14225000000005 421.77600000000007 1 143.73850000000002 56.02300000000001 33.260025000000006 1449.0631000000001 163.51320000000001 362.00600000000003 50.155000000000008 2 190.63000000000002 172.78900000000002 28.423750000000002
decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2
left_child=1 6 3 4 5 10 12 8 9 24 -3 23 17 14 16 -16 -14 19 22 21 -21 -1 -15 -10 -8
right_child=-2 2 -4 -5 -6 -7 7 -9 11 -11 -12 -13 13 18 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.10466323036403125 0.67960661485791207 -0.35248867542944223 -1.2228596721551357 1.1122977605733004 0.37189225908872248 -1.0476122082363477 0.012250852805596811 0.66761991112320518 -0.41179262056021854 0.74386933586814186 0.40834541025486859 -0.89051916348306759 -0.027529399579359317 -0.1574656583815813 1.9981123001098633 0.24173300023432132 1.0590734522210226 0.5419503500522711 -0.65827169051295831 -0.10368816852720096 -0.70739948827028276 -0.0001295810792789822 0.4524909072830563 -0.048188594396297753 -0.5065594714028494
leaf_weight=892 28 107 39 22 37 22 54 27 145 33 22 38 118 120 25 27 36 39 38 198 40 101563 21 52 21
leaf_count=892 28 107 39 22 37 22 54 27 145 33 22 38 118 120 25 27 36 39 38 198 40 101563 21 52 21
internal_value=0 -0.000136841 -0.245948 -0.0645219 -0.202235 -0.342915 0.000454605 -0.171509 -0.237563 0.123487 -0.222734 -0.392063 0.00107164 0.147922 0.422953 1.08615 0.226482 0.000521299 -0.182052 0.000315679 -0.205152 0.000792975 -0.0666211 -0.315816 -0.133016
internal_weight=0 103736 249 210 188 151 103487 370 343 108 129 235 103117 385 206 52 154 102732 179 102693 238 102455 141 197 75
internal_count=103764 103736 249 210 188 151 103487 370 343 108 129 235 103117 385 206 52 154 102732 179 102693 238 102455 141 197 75
cat_boundaries=0 1 2 6
cat_threshold=561 821 1073741824 536870912 4096 2228224
is_linear=0
shrinkage=0.01


Tree=983
num_leaves=28
num_cat=4
split_feature=11 4 6 16 9 8 14 24 5 5 5 7 24 2 5 8 11 5 14 25 24 1 0 2 4 11 9
split_gain=126766 147815 432539 314463 219278 107622 195978 217748 243020 88314.7 90874.4 81677.7 357540 281569 392471 319210 102836 129393 95398.1 86763.3 418413 130472 80609.2 62353.2 59036.9 20241.8 6473.6
threshold=1439.8675000000001 672.57974000000002 393.73500000000007 60.565700000000007 27.223000000000003 455.79000000000002 455.5750000000001 0 64.594250000000002 75.339000000000013 9.225500000000002 421.77600000000007 1 143.73850000000002 56.02300000000001 33.260025000000006 13.550500000000001 134.97880500000002 920.44288200000017 2 3 1439.8675000000001 26.705000000000002 284.91500000000008 1085.2750000000003 0.8135 4.5710000000000006
decision_type=2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2
left_child=1 5 3 4 23 11 7 8 25 10 -9 18 13 15 -15 -13 17 -14 19 20 -1 -21 -11 24 -3 -7 -20
right_child=-2 2 -4 -5 -6 6 -8 9 -10 22 -12 12 16 14 -16 -17 -18 -19 26 21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.39092647462080743 0.67281051967825212 -0.099642625891026987 -1.2106310790624375 1.1288397521972657 0.56544727655127647 -0.053120611249184123 0.68516039924621586 -0.36744806227695415 0.87651516596476242 -0.1893447322845459 0.34827089023590091 -0.027254104164697358 -0.23091236578899882 1.9781311248779299 0.2393156476374026 1.0484827100568348 -0.69445644904266701 0.49703771844986949 -0.35428934017817176 -0.0004957089588206742 -0.026958574913442137 0.63813820470124483 -0.95235029962327744 -0.84971241008667719 -0.52587292149381815 -0.42419881548200339 -0.5978900517523289
leaf_weight=317 28 84 39 20 32 49 25 157 33 20 20 118 115 25 27 36 33 31 24 101441 898 32 45 21 53 21 20
leaf_count=317 28 84 39 20 32 49 25 157 33 20 20 118 115 25 27 36 33 31 24 101441 898 32 45 21 53 21 20
internal_value=0 -0.000135372 -0.243489 -0.0638767 -0.189426 0.00045016 -0.169794 -0.231747 0.154105 -0.386375 -0.286576 0.00106102 0.146443 0.418723 1.07528 0.224217 -0.180232 -0.0763476 0.000516188 0.000715661 0.0843711 -0.000294284 -0.717579 -0.342311 -0.264535 -0.164444 -0.465017
internal_weight=0 103736 249 210 190 103487 370 345 103 242 177 103117 385 206 52 154 179 146 102732 102688 1215 101473 65 158 137 70 44
internal_count=103764 103736 249 210 190 103487 370 345 103 242 177 103117 385 206 52 154 179 146 102732 102688 1215 101473 65 158 137 70 44
cat_boundaries=0 1 2 7 8
cat_threshold=785 821 1073741824 536870912 4096 6422784 262144 74
is_linear=0
shrinkage=0.01


Tree=984
num_leaves=14
num_cat=1
split_feature=11 4 14 16 9 2 8 22 3 16 25 3 22
split_gain=124243 144874 252335 336290 237857 113860 106938 87350.3 71261.7 80554.6 67410.2 38936 13828
threshold=1439.8675000000001 672.57974000000002 401.65523999999999 24.183750000000003 21.826000000000004 334.93500000000006 1468.3681000000001 379.00000000000006 1449.0631000000001 1107.6734000000001 0 156.38750000000002 674.74319250000019
decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=1 6 3 4 5 11 7 8 9 10 -1 -3 -9
right_child=-2 2 -4 -5 -6 -7 -8 12 -10 -11 -12 -13 -14
leaf_value=0.081603872241454156 0.66608248804296766 -0.40221931606284844 -1.2389356405838676 1.0985022639036179 0.45478178277611736 -1.1294873877763749 -0.55221369988577707 -0.48013743880681875 0.40321465123783462 -0.54545472816184715 2.3461212931314848e-05 0.017764048399748628 -0.16936203085055407
leaf_weight=1013 28 121 23 20 38 20 35 41 44 27 102305 27 22
leaf_count=1013 28 121 23 20 38 20 35 41 44 27 102305 27 22
internal_value=0 -0.000133668 -0.241054 -0.1395 -0.259694 -0.421302 0.00044601 0.000632987 0.000859815 0.000688509 0.000831232 -0.325601 -0.371613
internal_weight=0 103736 249 226 206 168 103487 103452 103389 103345 103318 148 63
internal_count=103764 103736 249 226 206 168 103487 103452 103389 103345 103318 148 63
cat_boundaries=0 4
cat_threshold=1073741824 536870912 4096 6422784
is_linear=0
shrinkage=0.01


Tree=985
num_leaves=24
num_cat=1
split_feature=0 0 5 15 6 3 22 0 1 3 7 0 0 1 0 11 6 4 25 0 22 0 0
split_gain=104178 300056 777786 178940 137839 378628 135351 105259 100752 333898 213094 206069 122143 211351 149532 315388 90209.6 88340.8 75954.7 39712.5 33216 23179.6 8788.76
threshold=658.11750000000018 594.30750000000012 23.8931 124.33250000000002 2.1410000000000005 384.83520000000004 521.77697000000012 1077.3535000000002 756.19086000000004 384.83520000000004 27.624000000000006 242.5325 468.98000000000008 365.02500000000003 384.83520000000004 5.4403500000000014 360.15000000000003 27.940950000000004 0 507.82280000000009 674.74319250000019 883.10000000000014 1438.4900000000002
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=1 6 -3 4 5 7 8 17 12 10 11 -10 14 19 18 -16 -6 21 -1 -14 -8 -2 -9
right_child=3 2 -4 -5 16 -7 20 22 9 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.021873489231028338 0.15742277864874762 1.550958080291748 -0.80057691227306027 0.65185334801673889 -0.95056528470455082 1.0647913686434429 -0.85091806479862753 -0.65509772374079778 0.071244881944496088 1.4526557220816614 -0.67843404992421474 1.0539653733143441 -0.34657892521944916 -1.1789525413513184 0.51033103682424708 -0.55251981190272736 -0.25124523190089632 -0.65087361422452061 -0.0024991737712715331 -0.011439785331186622 -0.28148693619109688 -0.17053571090102196 -0.44413050437066703
leaf_weight=14961 66 39 22 24 39 24 21 39 119 20 30 26 55 22 138 35 35 22 87617 99 20 32 40
leaf_count=14961 66 39 22 24 39 24 21 39 119 20 30 26 55 22 138 35 35 22 87617 99 20 32 40
internal_value=0 0.00171846 0.702863 -0.178712 -0.245829 -0.121729 0.00130387 -0.264827 0.00153227 0.228622 0.0887327 0.247457 0.00110203 -0.26211 0.00155288 0.295303 -0.619806 -0.0782205 0.00105747 -0.131132 -0.573147 0.0503343 -0.548279
internal_weight=0 103224 61 321 297 223 103163 199 103122 195 175 145 102927 176 102751 173 74 120 102578 154 41 98 79
internal_count=103545 103224 61 321 297 223 103163 199 103122 195 175 145 102927 176 102751 173 74 120 102578 154 41 98 79
cat_boundaries=0 6
cat_threshold=1619001348 8519808 268439624 409117482 813973538 1280
is_linear=0
shrinkage=0.01


Tree=986
num_leaves=31
num_cat=3
split_feature=0 0 1 24 2 3 2 1 25 2 1 3 7 9 2 3 0 8 8 12 24 9 10 10 0 0 0 26 0 3
split_gain=102105 294085 543072 253982 202228 186356 183357 109392 82000.5 133996 130407 509546 174665 109749 205207 107920 98685.2 97235.7 354045 102948 82012.5 92421.8 64603.7 38072.8 44955.7 26680.8 16164.4 34609.5 14422.4 1033.75
threshold=658.11750000000018 594.30750000000012 159.97720000000004 0 272.24748000000005 13.903 597.17782000000011 252.70150000000004 1 1439.8675000000001 756.19086000000004 335.00670000000008 27.624000000000006 407.55349999999999 190.99500000000003 603.67000000000019 80.731500000000025 198.35000000000005 225.65850000000003 38.038500000000006 2 261.83250000000004 220.81250000000003 5.9622500000000009 883.10000000000014 1438.4900000000002 1077.3535000000002 2022.5000000000002 748.92250000000013 7.8873450000000007
decision_type=2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 26 7 23 15 10 13 12 -12 16 -15 17 -10 20 -19 -20 21 -1 -22 24 28 -26 27 -2 -5 -11
right_child=3 2 -4 6 -6 -7 -8 -9 9 29 11 -13 -14 14 -16 -17 -18 18 19 -21 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0053494260421838372 -0.38909561982521645 1.4821244944466485 -0.43642209630012507 -0.26716109352111816 1.075435776483445 0.67472861957550057 -1.2764698635448108 0.24170529230435692 0.0020499435479533305 -0.49924075746536256 0.22995135340534273 1.7391563917341688 -0.68755960884094236 -0.064113769953989458 -0.71845013125189428 -0.57395228334375337 0.060683174489876868 1.4234106263660249 -0.11022344506922221 0.62845501047113661 -0.070756163307152439 0.61795515875021612 -0.42998523160523056 -0.82783138275146484 -0.66907554604286379 -0.28421776537933657 -0.4338691336313884 0.14343566927572954 0.093119153022766118 -0.59569688240438701
leaf_weight=2704 26 36 25 25 21 30 22 30 93966 25 122 21 25 276 58 37 2961 21 105 23 2724 24 51 20 43 31 30 23 20 20
leaf_count=2704 26 36 25 25 21 30 22 30 93966 25 122 21 25 276 58 37 2961 21 105 23 2724 24 51 20 43 31 30 23 20 20
internal_value=0 0.00170129 0.695835 -0.176925 0.164232 0.00374604 -0.396943 -0.305936 0.00129085 0.00344605 0.00369838 0.282068 0.0739121 0.00321755 -0.177741 -0.0355793 0.00384112 -0.0321179 0.219951 0.0225078 -0.0389429 0.000133702 -0.0770804 -0.424131 -0.356283 -0.507851 -0.251057 -0.139132 -0.107037 -0.54211
internal_weight=0 103224 61 321 130 109 191 169 103163 97474 97429 168 147 97261 334 5689 96927 5652 149 128 5503 2728 2775 139 119 74 79 49 45 45
internal_count=103545 103224 61 321 130 109 191 169 103163 97474 97429 168 147 97261 334 5689 96927 5652 149 128 5503 2728 2775 139 119 74 79 49 45 45
cat_boundaries=0 1 7 8
cat_threshold=1317 1065216 311298 1048960 68157440 1074275344 32 821
is_linear=0
shrinkage=0.01


Tree=987
num_leaves=30
num_cat=2
split_feature=0 0 5 24 2 2 3 7 5 25 2 1 3 5 9 2 5 3 2 3 10 1 0 2 26 1 3 3 0
split_gain=100073 288233 756083 218654 282687 206510 117662 94565.1 82094.7 80438.1 131245 115099 420406 132038 98833.2 206958 104870 98347.2 131790 123986 72880.3 70081.6 107148 61141.9 20500 19875.8 12446.2 1013.18 681.451
threshold=658.11750000000018 594.30750000000012 23.8931 0 165.38000000000002 597.17782000000011 31.803750000000004 53.335500000000003 77.005700000000019 1 1439.8675000000001 756.19086000000004 242.38250000000002 78.483250000000012 407.55349999999999 190.99500000000003 392.81250000000006 272.24748000000005 542.8678000000001 233.37814 220.81250000000003 169.65250000000003 883.10000000000014 42.530000000000008 2022.5000000000002 56.343250000000005 472.9221300000001 7.8873450000000007 1077.3535000000002
decision_type=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 9 -3 4 6 7 28 8 21 17 11 14 13 -13 16 -16 -11 18 19 20 -1 22 -5 24 -19 -25 -26 -12 -2
right_child=3 2 -4 5 -6 -7 -8 -9 -10 10 27 12 -14 -15 15 -17 -18 23 -20 -21 -22 -23 -24 25 26 -27 -28 -29 -30
leaf_value=-0.034896311929330598 -0.240168857391064 1.5250546998244066 -0.79343932428143249 0.0146467875553803 1.2211326061595569 -1.2596840601382049 0.61441502523422242 0.20500784827603233 -0.91519246433092205 0.0029679313002978903 -0.49424835048317911 0.18042026600889538 1.3600955986154493 -0.62143128376007073 -0.055159648839265003 -0.7112656400121492 0.16603218528959487 -0.38562556805817977 0.56307850663726389 0.56559069682570062 -0.32070420020229212 0.24748707532882691 -0.61866945519166838 -0.41011669235229492 0.13242310595512391 -0.82224266149780978 -0.18639288038015367 -0.58973990368843077 -0.30789397637049359
leaf_weight=4561 39 39 22 44 22 23 20 36 23 97372 25 115 29 25 281 58 396 23 37 34 91 22 68 25 25 22 24 20 24
leaf_count=4561 39 39 22 44 22 23 20 36 23 97372 25 115 29 25 281 58 396 23 37 34 91 22 68 25 25 22 24 20 24
internal_value=0 0.00168428 0.688877 -0.175156 0.194758 -0.347886 -0.0538282 -0.257251 -0.363247 0.00127794 0.00323899 0.00348655 0.264233 0.0372325 0.00303739 -0.167414 0.00362841 -0.03847 -0.0313958 -0.0360896 -0.0404871 -0.26851 -0.369867 -0.322475 -0.139337 -0.603027 -0.0237317 -0.536689 -0.265969
internal_weight=0 103224 61 321 105 216 83 193 157 103163 98321 98276 169 140 98107 339 97768 4842 4723 4686 4652 134 112 119 72 47 49 45 63
internal_count=103545 103224 61 321 105 216 83 193 157 103163 98321 98276 169 140 98107 339 97768 4842 4723 4686 4652 134 112 119 72 47 49 45 63
cat_boundaries=0 1 7
cat_threshold=293 1048832 311298 384 68157440 1074275344 32
is_linear=0
shrinkage=0.01


Tree=988
num_leaves=17
num_cat=1
split_feature=22 15 16 0 24 3 8 1 1 3 7 3 6 12 12 1
split_gain=98118.8 99361.9 96895.5 125954 130592 365820 91813.9 94987.5 83887.3 437050 170775 163372 186008 125684 53766.2 25267.9
threshold=550.81750000000011 925.3130000000001 1107.6734000000001 748.92250000000013 0 384.83520000000004 153.40400000000002 8.0935000000000006 756.19086000000004 365.67550000000006 27.624000000000006 670.0675 169.57550000000003 1078.0535000000002 39.465500000000013 218.24100000000001
decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 15 7 -6 11 10 -10 13 -13 -1 -3 -5
right_child=-2 14 -4 4 6 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0015212894412161737 0.57293568812807405 -0.18488951748923252 0.5349466051774866 -0.1343179073855281 -0.54783736882890977 1.227287851969401 -1.0381360493535581 0.10296022198416971 0.18960676977964672 1.5708477846781412 -0.61603550165891652 -0.13162214034998959 -0.87952887378087852 0.5552981956412153 -0.81538130805605935 -0.50427462657292688
leaf_weight=102712 30 38 34 80 70 21 23 33 148 21 32 176 41 41 21 24
leaf_count=102712 30 38 34 80 70 21 23 33 148 21 32 176 41 41 21 24
internal_value=0 0.000958977 0.00119295 0.00101747 -0.222721 0.0216668 -0.432559 -0.339329 0.0015618 0.205654 0.0463815 0.0011634 -0.272932 0.00174225 -0.409302 -0.219693
internal_weight=0 103515 103456 103422 251 125 126 103 103171 201 180 102970 217 102753 59 104
internal_count=103545 103515 103456 103422 251 125 126 103 103171 201 180 102970 217 102753 59 104
cat_boundaries=0 1
cat_threshold=1381
is_linear=0
shrinkage=0.01


Tree=989
num_leaves=21
num_cat=1
split_feature=22 15 0 6 3 25 0 3 0 4 3 1 9 6 9 1 0 1 12 0
split_gain=96166.2 97384.6 88140.6 179929 340457 80264.5 200442 386614 342641 176484 163075 84928.4 244465 543226 227321 178300 217669 143653 52696.3 35413.5
threshold=550.81750000000011 925.3130000000001 1077.3535000000002 243.82689999999999 117.54253850000002 0 438.42500000000007 8.6550000000000011 507.82280000000009 1468.3681000000001 1449.0631000000001 542.71780000000012 27.223000000000003 53.105500000000006 285.81500000000005 383.83325000000008 468.98000000000008 365.02500000000003 39.465500000000013 1438.4900000000002
decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 19 6 9 8 -8 10 -1 15 13 -13 -14 17 -17 -7 -3 -4
right_child=-2 18 3 -5 -6 11 7 -9 -10 -11 -12 12 14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.015555849385473041 0.56720630734972655 -0.18304063067624443 -0.5732928800582886 -1.1077531564803351 1.0456271289643788 -0.0028146764861226633 1.8531293224153063 -0.7715225755600702 0.38921975660457542 0.91270966616543858 0.89726344199407659 0.12827393522344488 -0.90461655371529714 1.5478718560189009 0.19891936755180362 -0.18087615256534195 -1.2106086929984714 0.60423674045464926 -0.80722750391278952 -0.16480861643465555
leaf_weight=18929 30 38 44 21 21 83717 21 21 67 22 21 171 35 32 40 191 23 39 21 41
leaf_count=18929 30 38 44 21 21 83717 21 21 67 22 21 171 35 32 40 191 23 39 21 41
internal_value=0 0.000949387 0.00118102 -0.2621 -0.0945648 0.00150461 0.0200183 0.447628 0.738562 0.0175721 0.0165329 -0.00269055 0.171806 0.352053 -0.316064 -0.00326858 -0.291548 -0.00253201 -0.405209 -0.376259
internal_weight=0 103515 103456 127 106 103329 19081 109 88 18972 18950 84248 278 203 75 83970 214 83756 59 85
internal_count=103545 103515 103456 127 106 103329 19081 109 88 18972 18950 84248 278 203 75 83970 214 83756 59 85
cat_boundaries=0 6
cat_threshold=1686110720 4325504 268439624 440574760 813973538 1280
is_linear=0
shrinkage=0.01


Tree=990
num_leaves=40
num_cat=4
split_feature=0 4 8 24 1 7 7 25 24 1 4 0 3 0 7 9 7 17 3 0 4 8 8 10 13 14 25 26 1 0 8 1 0 4 10 16 10 1 0
split_gain=185684 254216 165437 241067 228196 174192 164729 102212 264995 292712 509923 220068 214788 183808 143961 397638 548751 163883 127624 482488 157717 123345 363482 121503 119507 197703 102200 97969.8 149280 94601.1 749425 84338.8 84105.7 111799 75372.4 61802.1 60008.5 44782.7 25781.2
threshold=468.98000000000008 891.77550000000008 38.038500000000006 0 383.83325000000008 522.5150000000001 4.4150000000000009 1 2 413.70875000000007 6.6462500000000011 438.42500000000007 1449.0631000000001 384.83520000000004 138.14056700000003 124.14000000000003 303.79500000000007 30.195583500000005 49.302762500000007 10.847970000000002 277.77250000000009 210.25500000000002 282.78975000000008 1098.7459000000001 27.322500000000002 4.0565000000000007 3 2022.5000000000002 4.402000000000001 354.51980000000003 54.047500000000007 661.33164000000011 883.10000000000014 117.54253850000002 11.202900000000001 925.3130000000001 49.853800000000007 65.579000000000022 658.11750000000018
decision_type=2 2 2 1 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 34 32 27 8 9 21 -11 12 23 14 18 17 -17 -16 20 -20 -10 24 -23 29 26 -26 -1 28 -2 35 -31 -6 33 -4 37 -9 -24 -5 -29
right_child=1 -3 5 4 31 -7 -8 11 13 10 -12 -13 -14 -15 15 16 -18 -19 19 -21 -22 22 36 -25 25 -27 -28 38 -30 30 -32 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.20539413279202318 -0.49990113007394893 -1.2941184787750246 -0.93001298689073142 -0.087247027186300022 -1.354182175227574 0.32011160449548198 1.0810786896166595 -0.00054943461797986272 -0.12106778454662152 1.4528175252362303 -0.29121443335215252 0.80481180338298575 1.0113732410612561 -0.79314878664518662 -0.23848003287826267 2.0516226353852645 0.13005487314292363 0.72923521995544438 -0.21286162136367004 0.56253999723328485 -0.55392878252884437 1.3782058830330004 -0.25322326683416596 0.55095718334987764 0.74478953712752882 -0.060270458295274144 -0.035855720592605556 0.23380744977430865 0.53517881046641957 -0.017481245386189427 2.0037894984654017 -0.4468193459510803 -1.1653448994960636 -0.11588656239412927 0.48426629781723024 -0.40932369786339834 0.36838464546203609 -0.45482286517213033 0.69893711016728333
leaf_weight=183 38 20 31 173 21 22 23 97029 2592 38 30 34 21 38 140 23 42 20 221 126 87 26 41 40 56 67 1946 22 22 145 21 20 25 37 20 37 25 41 26
leaf_count=183 38 20 31 173 21 22 23 97029 2592 38 30 34 21 38 140 23 42 20 221 126 87 26 41 40 56 67 1946 22 22 145 21 20 25 37 20 37 25 41 26
internal_value=0 -0.187733 -0.145261 -0.050423 -0.215545 -0.480082 0.290487 -0.00198408 -0.0431003 0.0364611 0.683392 0.000428711 0.000147656 -0.101381 -0.0936065 0.150432 0.809994 -0.117516 -0.111752 0.0686963 -0.135125 0.0178491 0.376748 -7.06574e-05 0.00318711 0.306261 -0.0143226 0.149017 -0.120372 -0.000297343 0.238222 -0.911566 -0.669374 -0.487032 -0.102804 -0.000705253 -0.0177657 -0.15767 0.485753
internal_weight=0 541 521 406 275 115 131 103028 5701 2412 68 97327 97293 3289 3251 225 65 160 3026 347 2679 2344 92 97272 2252 123 2129 108 60 97232 166 41 93 68 234 97066 66 214 48
internal_count=103569 541 521 406 275 115 131 103028 5701 2412 68 97327 97293 3289 3251 225 65 160 3026 347 2679 2344 92 97272 2252 123 2129 108 60 97232 166 41 93 68 234 97066 66 214 48
cat_boundaries=0 1 7 8 10
cat_threshold=2820 1343258624 536887296 136 268435456 524336 32 307 1073741824 536870912
is_linear=0
shrinkage=0.01


Tree=991
num_leaves=39
num_cat=3
split_feature=0 4 24 18 2 9 25 24 1 4 0 3 0 2 2 2 2 7 2 13 2 1 2 2 2 0 5 1 1 2 4 2 2 2 0 16 1 0
split_gain=181989 249157 130423 250111 197452 119781 100454 254554 287752 499776 215676 210504 180817 145748 823315 145800 304400 159959 139280 176239 123061 248391 130962 110815 165116 105520 386458 105134 94668.8 93036.7 132579 95900 94553.6 108122 92878.2 68856 53447.4 21363.9
threshold=468.98000000000008 891.77550000000008 0 6.8375000000000012 315.17050000000006 16.325500000000002 1 2 413.70875000000007 6.6462500000000011 438.42500000000007 1449.0631000000001 384.83520000000004 414.53600000000012 542.8678000000001 36.857500000000009 29.306750000000005 165.94800000000004 414.53600000000012 6.6365000000000007 749.57248000000016 54.470000000000006 1439.8675000000001 119.76025000000003 16.506000000000004 354.51980000000003 87.541200000000018 165.05000000000004 57.660770000000007 227.56250000000003 289.64010000000007 383.96180000000004 134.00760000000002 26.032500000000002 538.27200000000016 925.3130000000001 12.8808515 10.847970000000002
decision_type=2 2 1 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 34 7 8 18 -10 11 20 13 15 -15 16 -9 -17 23 37 25 22 -22 24 -1 35 -27 -16 -25 32 31 -31 33 36 -2 -8 -4 -20
right_child=1 -3 29 -5 -6 -7 10 12 9 -11 -12 -13 -14 14 27 17 -18 -19 19 -21 21 -23 -24 28 -26 26 -28 -29 -30 30 -32 -33 -34 -35 -36 -37 -38 -39
leaf_value=0.039847400150274472 -0.53496296686284683 -1.2811772546768188 -0.059011834780375159 -1.020385450795293 0.91551914798802347 0.73115280321666176 -0.00069236164665254462 -0.085571365899021465 1.4382894628926328 -0.28830229266484581 0.79676372500026926 1.0012594559079124 -0.78521729644976168 1.7719457869176511 -0.60141950363204599 -0.35503565112694851 1.1525712003707886 0.20648480633557853 -0.89582518162265901 0.37616153717041018 0.84815567028327066 -0.46547030259822975 -0.051830975724892182 0.45281790866301613 -0.26946275389383711 0.072503582872193439 1.5553427839279175 0.20770519329951359 -0.17679363954451777 -0.78350784440835319 -1.2910291223526003 0.093093156814575195 0.47045288372039795 -0.82762740305491866 0.058799812049947234 -0.42645177326704331 -0.45055800607863894 -0.476617091178894
leaf_weight=1987 34 20 135 20 29 21 96866 2768 38 30 34 21 38 27 42 362 20 59 31 20 61 29 22 104 189 145 20 26 31 24 20 26 20 28 117 38 47 20
leaf_count=1987 34 20 135 20 29 21 96866 2768 38 30 34 21 38 27 42 362 20 59 31 20 61 29 22 104 189 145 20 26 31 24 20 26 20 28 117 38 47 20
internal_value=0 -0.185856 -0.143809 0.0441013 0.152214 0.0235177 -0.00196408 -0.0423851 0.0349947 0.676558 0.000447971 0.000169476 -0.099047 -0.091455 0.294561 -0.102883 -0.0766894 -0.276343 0.0168267 -0.419432 -4.68509e-05 0.331237 0.609605 0.0302297 0.0129818 -0.000429093 0.252242 -0.292048 0.30824 -0.274554 -0.602919 -0.327675 -0.186554 -0.249126 -0.0748951 -0.000859319 -0.160125 -0.73143
internal_weight=0 541 521 221 201 172 103028 5792 2450 68 97236 97202 3342 3304 95 3209 2788 421 2382 71 97181 112 83 2311 2176 97069 165 68 135 300 70 50 230 210 151 96904 182 51
internal_count=103569 541 521 221 201 172 103028 5792 2450 68 97236 97202 3342 3304 95 3209 2788 421 2382 71 97181 112 83 2311 2176 97069 165 68 135 300 70 50 230 210 151 96904 182 51
cat_boundaries=0 1 7 8
cat_threshold=2828 1343258624 536887296 136 268435457 524336 32 307
is_linear=0
shrinkage=0.01


Tree=992
num_leaves=22
num_cat=2
split_feature=12 18 8 25 4 24 9 12 3 2 10 2 26 4 2 14 13 3 3 17 18
split_gain=146043 134483 114438 102317 253684 215906 227529 431861 192396 164692 157140 142519 133228 130972 123928 254849 141085 107733 80340.3 3915.14 932.576
threshold=1078.0535000000002 524.50200000000007 74.439000000000021 0 891.77550000000008 1 553.21400000000006 25.360179500000005 1449.0631000000001 749.57248000000016 1098.7459000000001 749.57248000000016 2022.5000000000002 1468.3681000000001 383.96180000000004 356.84390000000002 77.194900000000004 180.91300000000004 11.413000000000002 8.7137500000000028 819.02500000000009
decision_type=2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 19 4 5 14 9 -8 10 -7 11 13 -13 -5 15 -1 -16 -6 -2 20 -3
right_child=18 2 -4 8 17 6 7 -9 -10 -11 -12 12 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.037357321202692501 -0.23736551898717881 -0.036240752393549139 -0.85893742047250277 -0.00083890424222284401 -0.32892886300240798 -0.090482021611548016 -0.18637290102404516 1.4953516446627102 0.9147270204709923 -0.68045021539553996 0.61896843966914394 0.70050355553627019 0.030146478055015444 0.80847727584838869 -0.47281376011070164 0.94992524885362206 0.45863347816467281 -1.2213470129172008 -1.0136080355644226 -0.23194009601556023 -0.1283166066083041
leaf_weight=2385 40 22 32 97187 31 3325 37 26 23 48 41 56 63 20 87 31 20 24 20 29 22
leaf_count=2385 40 22 32 97187 31 3325 37 26 23 48 41 56 63 20 87 31 20 24 20 29 22
internal_value=0 -0.0026095 -0.36031 -0.00224628 -0.0422406 -0.0360712 -0.0875017 0.507672 0.00022775 -0.0988777 1.17503e-05 -0.000248994 0.345609 -0.00067239 0.0341819 0.0490666 -0.298711 -0.718348 -0.496113 -0.141733 -0.0822787
internal_weight=0 103509 105 103404 6014 5959 3436 63 97390 3373 97367 97326 119 97207 2523 2416 107 55 60 73 44
internal_count=103569 103509 105 103404 6014 5959 3436 63 97390 3373 97367 97326 119 97207 2523 2416 107 55 60 73 44
cat_boundaries=0 6 7
cat_threshold=1343258624 536920064 136 268435456 524336 32 307
is_linear=0
shrinkage=0.01


Tree=993
num_leaves=39
num_cat=4
split_feature=0 4 8 24 2 1 5 2 4 12 25 24 11 1 5 2 2 3 0 8 24 2 26 0 3 0 4 1 0 16 14 26 11 1 26 12 1 1
split_gain=177066 242195 160545 234339 317837 221441 207845 180734 126692 111276 92054 223119 243959 641233 295100 198102 202220 153246 139936 502946 326013 122204 255088 116984 139561 399589 151677 82464.6 81583.8 71682.5 46855.1 44055.4 43876.7 41068.1 40063 29623.6 27465.2 17229.7
threshold=468.98000000000008 891.77550000000008 38.038500000000006 0 17.426900000000007 383.83325000000008 109.37850000000002 383.96180000000004 143.69840000000002 890.55300000000011 1 2 53.38750000000001 233.37814 120.13000000000001 414.53600000000012 148.09087000000002 1449.0631000000001 316.39255000000009 198.35000000000005 3 749.57248000000016 2022.5000000000002 354.51980000000003 42.911000000000008 6.9525000000000015 606.76150000000018 661.33164000000011 538.27200000000016 1107.6734000000001 39.845500000000008 2022.5000000000002 52.741000000000007 190.85750000000002 2022.5000000000002 1392.9450000000004 28.172500000000003 151.82000000000002
decision_type=2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 28 6 33 8 36 10 11 12 15 14 -14 16 -1 18 21 20 -20 29 -23 24 26 -26 -13 -7 -2 -12 35 -25 -10 -5 -30 -11 -4 -17
right_child=1 -3 7 5 -6 27 -8 -9 32 30 17 23 13 -15 -16 37 -18 -19 19 -21 -22 22 -24 31 25 -27 -28 -29 34 -31 -32 -33 -34 -35 -36 -37 -38 -39
leaf_value=-0.0040697299271052435 -0.4194283856285943 -1.2632175483703614 -0.89264460754394537 -0.24474180211150459 1.2542973123277936 -1.3345520646231515 0.82498182686892418 -1.1101450649835169 -0.19126840591430663 -0.42041791880832002 -0.00065319421549147228 -0.11283232865978179 -0.09429569442163814 1.8461651064799385 1.0903022399315467 -0.45238381485144297 0.47237037846382629 0.83496141737157648 0.48714517805311419 1.6695758546482433 -0.17576648735059577 0.83428566815718175 -0.11412171436137841 -0.25131233119964597 -0.19376036679111242 0.48805169603451581 -0.71931149891444623 -0.43732781171798707 0.050069730914368921 -0.51598237108301237 -0.78181640625000004 -0.87558845813457786 0.44916269937287207 0.20279154798258905 0.52980183000917791 0.038449916541576389 -0.36857186412811282 -0.81845588636398325
leaf_weight=1704 27 20 20 189 28 21 22 32 20 34 97747 2270 110 26 26 36 94 22 116 22 173 53 61 20 207 147 42 20 49 27 21 26 23 23 27 24 20 20
leaf_count=1704 27 20 20 189 28 21 22 32 20 34 97747 2270 110 26 26 36 94 22 116 22 173 53 61 20 207 147 42 20 49 27 21 26 23 23 27 24 20 20
internal_value=0 -0.183306 -0.141851 -0.0484254 0.287616 -0.211279 -0.100181 -0.471683 -0.22553 -0.00191896 -0.00163107 -0.044683 0.0349401 0.407257 0.132172 0.00259604 0.0208387 0.000445799 0.000258884 0.212044 0.10109 -0.000413979 0.326805 -0.103783 -0.0955384 0.089365 -0.12385 -0.896882 0.0527524 -0.000795501 -0.377083 -0.604164 0.151288 -0.196189 0.220501 -0.230542 -0.630608 -0.583124
internal_weight=0 541 521 406 131 275 234 115 83 103028 102949 4728 2016 162 136 1854 1798 98221 98199 311 289 97888 114 2712 2666 354 2312 41 103 97774 79 46 43 212 76 58 40 56
internal_count=103569 541 521 406 131 275 234 115 83 103028 102949 4728 2016 162 136 1854 1798 98221 98199 311 289 97888 114 2712 2666 354 2312 41 103 97774 79 46 43 212 76 58 40 56
cat_boundaries=0 1 7 8 9
cat_threshold=2820 1342210048 536887296 136 268435456 524336 32 307 1047
is_linear=0
shrinkage=0.01


Tree=994
num_leaves=41
num_cat=4
split_feature=0 8 2 24 1 2 3 2 12 12 25 24 11 1 10 2 2 3 0 8 24 2 1 10 0 3 0 5 0 0 5 13 0 3 6 12 3 0 1 5
split_gain=173543 202049 229063 205919 222026 220615 178687 135506 110509 109062 90223.4 218679 239104 628472 293056 194159 198196 150196 137282 492869 319995 119772 157923 140725 114656 136784 391637 117034 82975 212682 75670.4 56364.5 55943.5 85273.8 29601.6 28645.3 26444.8 28640.5 16886.8 15179.4
threshold=468.98000000000008 7.5223920000000009 414.53600000000012 0 335.00670000000008 364.96250000000003 8.6550000000000011 119.76025000000003 267.39720000000005 890.55300000000011 1 2 53.38750000000001 233.37814 137.69150000000005 414.53600000000012 148.09087000000002 1449.0631000000001 316.39255000000009 198.35000000000005 3 749.57248000000016 54.470000000000006 1098.7459000000001 354.51980000000003 42.911000000000008 6.9525000000000015 302.32450000000006 538.27200000000016 658.11750000000018 47.743297500000004 29.834790000000002 883.10000000000014 233.37814 21.248500000000003 1392.9450000000004 4.4150000000000009 883.10000000000014 151.82000000000002 23.593500000000006
decision_type=2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 8 5 30 6 28 -6 32 10 11 12 15 14 -14 16 -1 18 21 20 -20 23 -23 -12 25 27 -27 -13 -2 -30 36 35 33 34 -3 -11 37 -5 -17 -26
right_child=1 2 -4 4 7 -7 -8 -9 -10 31 17 24 13 -15 -16 38 -18 -19 19 -21 -22 22 -24 -25 39 26 -28 -29 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41
leaf_value=-0.0040290297048402503 -0.23007093881305896 -0.27680030751228335 -1.212130541597094 -0.16702360576293507 -0.37474074935913088 1.0560427220662434 -0.65576799238881767 -1.524868805749076 0.39230374670028689 -0.39094610871690694 -0.0010271978460049151 -0.10896800036928847 -0.16349236265900211 1.8277035781053397 0.86293171977385497 -0.44785997615920176 0.46764669182452751 0.82661180409518153 0.48266035604098484 1.6528800465843896 -0.1741048693135788 0.54093675134462471 -0.31367124647929751 0.59978695303965834 -0.43163268966674806 -0.19182276722889591 0.48317117956726729 -0.49363934528536918 0.94730493492550327 0.023533776718893167 0.39326186760612153 -0.79010399154994804 -0.88196046511332205 0.25088388197124006 -0.8208740043640137 0.068780579463295313 0.03781933356975687 -0.50879335153393623 -0.81027133274078367 -0.79632444960730409
leaf_weight=1704 38 20 35 61 20 24 31 21 20 33 97735 2230 97 26 39 36 94 22 116 22 173 85 29 39 25 207 147 82 36 81 23 23 21 20 20 23 29 41 20 21
leaf_count=1704 38 20 35 61 20 24 31 21 20 33 97735 2230 97 26 39 36 94 22 116 22 173 85 29 39 25 207 147 82 36 81 23 23 21 20 20 23 29 41 20 21
internal_value=0 -0.181473 -0.514967 -0.0694852 -0.294752 0.14674 0.0372995 -0.963831 -0.273375 -0.00189947 -0.00161446 -0.0442362 0.0345907 0.403184 0.13085 0.00257008 0.0206303 0.000441658 0.000256612 0.210024 0.100187 -0.000409839 0.323536 -0.000787546 -0.102745 -0.094583 0.0884713 -0.122611 0.175913 0.307771 -0.135761 -0.373312 -0.43774 -0.282263 -0.548837 -0.20213 -0.228643 -0.304402 -0.577293 -0.598122
internal_weight=0 541 136 405 195 210 186 41 101 103028 102949 4728 2016 162 136 1854 1798 98221 98199 311 289 97888 114 97774 2712 2666 354 2312 155 117 154 79 81 60 40 56 131 102 56 46
internal_count=103569 541 136 405 195 210 186 41 101 103028 102949 4728 2016 162 136 1854 1798 98221 98199 311 289 97888 114 97774 2712 2666 354 2312 155 117 154 79 81 60 40 56 131 102 56 46
cat_boundaries=0 1 7 8 9
cat_threshold=2830 1342210048 536887296 136 268435456 524336 32 307 1047
is_linear=0
shrinkage=0.01


Tree=995
num_leaves=32
num_cat=4
split_feature=25 1 0 0 0 0 1 0 6 9 26 1 0 10 2 25 0 25 26 2 0 0 26 0 25 26 26 1 1 2 1
split_gain=194322 111536 219374 183744 200905 314795 142833 242121 285406 218065 219005 119547 117397 154483 194038 86695.8 131375 69667.8 62002.1 58804.9 40844.8 31455 21881.9 19580 21883.6 14721.4 8164.52 7843.57 2558.95 235.978 26.7104
threshold=0 661.33164000000011 594.30750000000012 51.025000000000013 149.11750000000004 273.37500000000006 469.21250000000003 31.574700000000004 47.642815000000006 252.70150000000004 2022.5000000000002 438.42500000000007 883.10000000000014 5.9622500000000009 165.38000000000002 1 176.94686850000002 2 2022.5000000000002 12.900500000000003 335.27750000000009 28.148500000000002 2022.5000000000002 5.0070000000000006 3 2022.5000000000002 2022.5000000000002 884.13250000000005 542.71780000000012 218.51700000000002 542.71780000000012
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2
left_child=23 6 3 19 -5 -6 11 8 18 10 20 12 15 14 -14 16 -2 -17 28 22 -9 -13 -3 24 25 -1 -26 -24 -8 -21 -20
right_child=1 2 -4 4 5 -7 7 9 -10 -11 -12 21 13 -15 -16 17 -18 -19 30 29 -22 -23 27 -25 26 -27 -28 -29 -30 -31 -32
leaf_value=-0.062385720103534298 -0.041758983875321433 -0.35122561223804949 -0.98220835447311405 1.1603293595314026 -1.0153623522520066 0.54180565178394324 0.7217597289085389 -0.18661531838503753 1.6485999556183817 0.83201429092884072 -0.91675128512912329 -0.26521745800971985 0.25384646512041192 -0.38585175480161399 1.3121423839387438 0.040262825839393196 -0.40797720105040308 0.00076663909257839184 0.14152631115269018 -0.60872263240814206 0.40991199731826783 -0.77050637028434055 0.092641763036901303 -0.52356609809398647 -0.40980742872678322 -0.21454561676860842 -0.25620428557734232 -0.14462085993666399 0.56370844500405448 -0.65730021953582762 0.12780324459075929
leaf_weight=134 2471 44 32 20 20 37 20 22 20 20 36 28 99 28 21 4676 102 95171 37 20 24 22 22 20 65 121 74 38 21 20 23
leaf_count=134 2471 44 32 20 20 37 20 22 20 20 36 28 99 28 21 4676 102 95171 37 20 24 22 22 20 65 121 74 38 21 20 23
internal_value=0 0.00134253 -0.208365 -0.0963154 0.298002 -0.00456909 0.00185856 0.254666 0.557199 -0.10422 -0.332569 0.00130918 0.00154749 0.282986 0.439048 0.0011408 -0.0560589 0.00262016 0.341079 -0.307166 0.124616 -0.487545 -0.18184 -0.213178 -0.202833 -0.129508 -0.306017 -0.0576246 0.640807 -0.633011 0.136266
internal_weight=0 103094 253 221 77 57 102841 223 121 102 82 102618 102568 148 120 102420 2573 99847 101 144 46 50 104 414 394 255 139 60 41 40 60
internal_count=103508 103094 253 221 77 57 102841 223 121 102 82 102618 102568 148 120 102420 2573 99847 101 144 46 50 104 414 394 255 139 60 41 40 60
cat_boundaries=0 4 9 15 18
cat_threshold=1073741824 0 4096 131080 269484288 545259520 524288 135299584 10 32768 32896 256 71303458 802864 1024 1073741824 0 4096
is_linear=0
shrinkage=0.01


Tree=996
num_leaves=32
num_cat=4
split_feature=25 24 1 24 2 0 0 1 3 5 7 1 0 3 2 3 8 3 26 0 1 5 26 0 24 1 26 26 0 26 1
split_gain=190455 230277 109317 251229 206758 141508 349413 139991 413219 545133 137008 117168 115061 229881 206207 108186 187546 95920.2 92432.5 72970.9 68938.9 60695.2 48681.7 30829.1 30789 18675.9 15546.9 8801.82 6576.63 3215.56 3171.69
threshold=0 1 661.33164000000011 2 198.78000000000003 538.27200000000016 273.37500000000006 469.21250000000003 10.852000000000002 13.506000000000002 96.060000000000016 438.42500000000007 883.10000000000014 30.224000000000004 50.853000000000009 888.10000000000014 15.585000000000003 670.0675 2022.5000000000002 172.78900000000002 6.6537000000000015 234.22 2022.5000000000002 28.148500000000002 3 884.13250000000005 2022.5000000000002 2022.5000000000002 23.455000000000002 2022.5000000000002 884.13250000000005
decision_type=9 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2
left_child=1 24 7 5 10 6 25 11 9 19 28 12 15 14 -14 17 -17 -2 -10 26 -15 -20 -3 -13 29 -4 -9 -26 30 -1 -5
right_child=2 22 3 4 -6 -7 -8 8 18 -11 -12 23 13 20 -16 16 -18 -19 21 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 -32
leaf_value=-0.32003721082652059 0.001060765644834247 0.19408277323751741 -0.16772262843879493 -0.35100171547044406 -1.2772075002460646 -0.59807743462649254 1.4719600124359129 0.20799036487936973 0.095304507231101024 1.7436199843883515 0.42225649070739751 -0.2625652798584529 0.31922893285751341 -0.75936493253707882 1.449061687707901 0.10028192469051905 1.0940303758780163 -0.33902804581515761 -0.82850880199863075 -0.29506753063201907 0.035581534703572594 -0.12192069911956788 -0.11646079741020515 -0.76280130516399047 -0.73233484409473559 0.13406442408976349 0.49138440521395937 -0.55093227890302554 -0.64240144524723297 -0.20931335533366482 -0.50601136070309272
leaf_weight=54 102222 99 37 22 29 22 20 32 39 32 20 28 84 20 20 91 24 83 31 20 24 20 103 22 54 46 49 53 24 51 33
leaf_count=54 102222 99 37 22 29 22 20 32 39 32 20 28 84 20 20 91 24 83 31 20 24 20 103 22 54 46 49 53 24 51 33
internal_value=0 -0.211047 0.00132914 -0.206281 -0.495884 0.120316 0.285441 0.00184002 0.25212 0.606226 -0.3171 0.00129613 0.00153205 0.280156 0.536504 0.00112943 0.307673 0.000784852 -0.27117 0.245863 -0.325758 -0.551415 0.0340506 -0.482669 -0.435597 -0.000467154 0.379426 -0.587568 -0.504279 -0.243104 -0.444008
internal_weight=0 414 103094 253 128 125 103 102841 223 133 99 102618 102568 148 104 102420 115 102305 90 101 44 51 202 50 212 83 81 107 79 105 55
internal_count=103508 414 103094 253 128 125 103 102841 223 133 99 102618 102568 148 104 102420 115 102305 90 101 44 51 202 50 212 83 81 107 79 105 55
cat_boundaries=0 4 5 6 7
cat_threshold=1073741824 0 4096 131080 1118 206 1044
is_linear=0
shrinkage=0.01


Tree=997
num_leaves=32
num_cat=4
split_feature=25 24 1 24 2 0 0 1 3 6 7 1 0 3 2 3 8 3 26 1 1 9 26 26 0 24 1 26 0 26 1
split_gain=186665 225694 107141 246229 202644 138692 342459 137205 404996 267969 134282 114837 112771 225306 202104 106033 183814 94011.4 90593.1 88249.3 67567 64807.2 47713 45132.7 30215.6 30176.3 18304.3 8626.67 6445.76 3151.57 3108.58
threshold=0 1 661.33164000000011 2 198.78000000000003 538.27200000000016 273.37500000000006 469.21250000000003 10.852000000000002 53.105500000000006 96.060000000000016 438.42500000000007 883.10000000000014 30.224000000000004 50.853000000000009 888.10000000000014 15.585000000000003 670.0675 2022.5000000000002 511.45025000000004 6.6537000000000015 205.46250000000003 2022.5000000000002 2022.5000000000002 28.148500000000002 3 884.13250000000005 2022.5000000000002 23.455000000000002 2022.5000000000002 884.13250000000005
decision_type=9 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2
left_child=1 25 7 5 10 6 26 11 9 19 28 12 15 14 -14 17 -17 -2 -10 -9 -15 -20 -3 -21 -13 29 -4 -27 30 -1 -5
right_child=2 22 3 4 -6 -7 -8 8 18 -11 -12 24 13 20 -16 16 -18 -19 21 23 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 -32
leaf_value=-0.3168368383248647 0.0010501579548850626 0.19214194996188386 -0.16604540657352757 -0.34749169116670436 -1.2644354463445731 -0.59209666317159482 1.4572404022216796 0.85593899264931683 0.094351462339743591 1.6671048669815065 0.41803390979766847 -0.25993963071278164 0.31603665096419198 -0.7517712931632996 1.4345711464881896 0.09927911396210011 1.0830900243918102 -0.33563775588230921 -0.83222709025106134 0.46313709259033203 0.03522569417953491 -0.10209620618820191 -0.11529618704781949 -0.0092863232050186557 -0.75517329996282401 -0.72501151473433878 0.13272376599519148 -0.54542295168030941 -0.63597744508335985 -0.20722022019180597 -0.50095124670953461
leaf_weight=54 102222 99 37 22 29 22 20 32 39 20 20 28 84 20 20 91 24 83 31 42 24 20 103 39 22 54 46 53 24 51 33
leaf_count=54 102222 99 37 22 29 22 20 32 39 20 20 28 84 20 20 91 24 83 31 42 24 20 103 39 22 54 46 53 24 51 33
internal_value=0 -0.208936 0.00131585 -0.204219 -0.490925 0.119113 0.282587 0.00182162 0.249599 0.600163 -0.313929 0.00128317 0.00151673 0.277355 0.531139 0.00111814 0.304596 0.000777003 -0.268458 0.411324 -0.3225 -0.545901 0.0337101 0.235674 -0.477842 -0.431241 -0.000462492 -0.581693 -0.499236 -0.240673 -0.439567
internal_weight=0 414 103094 253 128 125 103 102841 223 133 99 102618 102568 148 104 102420 115 102305 90 113 44 51 202 81 50 212 83 107 79 105 55
internal_count=103508 414 103094 253 128 125 103 102841 223 133 99 102618 102568 148 104 102420 115 102305 90 113 44 51 202 81 50 212 83 107 79 105 55
cat_boundaries=0 4 5 6 7
cat_threshold=1073741824 0 4096 131080 1118 206 1044
is_linear=0
shrinkage=0.01


Tree=998
num_leaves=28
num_cat=4
split_feature=25 24 11 1 24 2 12 12 11 0 1 3 6 1 4 9 3 0 26 3 11 0 24 26 2 26 26
split_gain=182951 221203 117637 118400 257844 198548 172353 218770 172312 181473 159716 350184 262636 112541 110092 97913.7 73412.6 48339.7 46763.5 36838.9 42125.2 29614.3 29575.8 15271.5 9617 8455 3088.86
threshold=0 1 1092.2834 661.33164000000011 2 198.78000000000003 1078.0535000000002 1392.9450000000004 86.215192500000015 54.946000000000005 469.21250000000003 10.852000000000002 53.105500000000006 438.42500000000007 371.41875000000005 893.92800000000011 8.0935000000000006 367.42525000000006 2022.5000000000002 13.542999999999997 1439.8675000000001 28.148500000000002 3 2022.5000000000002 12.900500000000003 2022.5000000000002 2022.5000000000002
decision_type=9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2
left_child=1 22 3 6 8 16 10 -8 9 24 13 12 -12 15 -13 -2 23 -11 -3 20 -4 -15 26 -6 -5 -24 -1
right_child=2 18 19 4 5 -7 7 -9 -10 17 11 14 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28
leaf_value=-0.31366846724792763 0.0017651700417280294 0.19022052838344766 0.069882870703935632 0.041968652064150035 -0.6362428167059615 -1.2948932783092773 1.3016019904095193 -0.11011092254093714 -0.72396917724609378 1.1655798387527465 0.40721098591796068 -0.44181112648948789 1.650433729171753 -0.25734023383685523 0.34248454465866091 -0.33385389609583493 0.15417680973592013 0.47031194639205937 -0.11414321946287619 -0.78525323700904848 -0.55763525009155279 -0.74762156356464726 -0.7177613876484058 -0.35082610356180288 -0.22249648475646971 -0.53996872506051696 -0.20514801894917209
leaf_weight=54 102379 99 20 44 37 28 23 21 20 20 113 63 20 28 25 87 23 20 103 20 23 22 54 38 20 53 51
leaf_count=54 102379 99 20 44 37 28 23 21 20 20 113 63 20 28 25 87 23 20 103 20 23 22 54 38 20 53 51
internal_value=0 -0.206847 0.00130269 0.00156696 -0.215793 -0.511642 0.00209566 0.62783 0.11668 0.289563 0.00182767 0.270369 0.594162 0.00124876 -0.219 0.00148021 -0.340064 0.817946 0.033373 -0.430683 -0.265766 -0.473064 -0.426928 -0.491632 -0.0406767 -0.575876 -0.238266
internal_weight=0 414 103094 103031 250 126 102781 44 124 104 102737 221 133 102516 88 102466 98 40 202 63 43 50 212 75 64 107 105
internal_count=103508 414 103094 103031 250 126 102781 44 124 104 102737 221 133 102516 88 102466 98 40 202 63 43 50 212 75 64 107 105
cat_boundaries=0 4 5 6 7
cat_threshold=1073741824 0 4096 131080 1118 206 1044
is_linear=0
shrinkage=0.01


Tree=999
num_leaves=24
num_cat=2
split_feature=25 11 1 11 3 9 12 12 1 3 5 1 18 26 0 0 3 11 0 0 25 26 26
split_gain=179310 115296 116044 215518 283260 179507 168923 214416 156538 343215 527340 110302 97881.9 68365.9 60242.8 37873.1 36105.8 41286.9 29025 19642.3 21872.3 14095.4 8160.3
threshold=0 1092.2834 661.33164000000011 6.0435000000000008 233.37814 8.0632500000000018 1078.0535000000002 1392.9450000000004 469.21250000000003 10.852000000000002 13.506000000000002 438.42500000000007 1129.6950200000003 2022.5000000000002 285.35875000000004 54.946000000000005 13.542999999999997 1439.8675000000001 28.148500000000002 5.0070000000000006 1 2022.5000000000002 2022.5000000000002
decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2
left_child=19 2 6 4 5 15 8 -8 11 10 -10 12 -2 -11 -5 -4 17 -3 -13 20 21 -1 -22
right_child=1 16 3 14 -6 -7 7 -9 9 13 -12 18 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=-0.05614567187295031 0.0013288448794743434 0.069184049636125566 -0.20064451899003544 -1.1661642630894979 0.84557281362599346 -1.0890858037131173 1.2885858859186587 -0.10900981585184732 0.23378751549390284 0.09561395327250162 1.706898230612278 -0.25476683480398998 0.70097528302669532 -0.46547369371871561 -0.46474909934997555 0.15279563324792045 -0.77740069520473487 -0.55205888717070872 -0.74014534733512183 -0.51544801831245424 -0.39962554029317998 -0.20503520385292937 -0.24606206296666247
leaf_weight=134 102446 20 109 24 29 21 23 21 101 39 32 28 20 49 25 42 20 23 22 20 65 121 74
leaf_count=134 102446 20 109 24 29 21 23 21 101 39 32 28 20 49 25 42 20 23 22 20 65 121 74
internal_value=0 0.00128966 0.00155129 -0.213635 -0.0686668 -0.222812 0.0020747 0.621552 0.00180939 0.267665 0.58822 0.00123627 0.00146541 -0.21681 -0.808299 -0.102337 -0.426376 -0.263109 -0.468333 -0.204778 -0.194206 -0.12201 -0.296539
internal_weight=0 103094 103031 250 201 172 102781 44 102737 221 133 102516 102466 88 49 151 63 43 50 414 394 255 139
internal_count=103508 103094 103031 250 201 172 102781 44 102737 221 133 102516 102466 88 49 151 63 43 50 414 394 255 139
cat_boundaries=0 4 7
cat_threshold=1073741824 0 4096 131080 1073741824 0 4096
is_linear=0
shrinkage=0.01


end of trees

feature_importances:
precio_total_lag_3=3263
precio_total_lag_1=2861
marca_id_encoded=2835
precio_total_lag_2=2278
mes=1918
precio_total_lag_4=1885
precio_total_lag_5=1855
precio_total_lag_7=1493
precio_total_lag_6=1473
año=1273
precio_total_lag_9=1139
precio_total_lag_11=1072
precio_total_lag_8=1017
precio_total_lag_12=998
precio_total_lag_13=839
precio_total_lag_10=784
precio_total_lag_17=663
precio_total_lag_15=647
precio_total_lag_23=494
precio_total_lag_14=487
precio_total_lag_16=274
precio_total_lag_19=268
precio_total_lag_18=209
precio_total_lag_20=129
precio_total_lag_21=79
precio_total_lag_22=59
precio_total_lag_24=13

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, 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, 57, 58, 59, 60, 61, 62, 63, 64, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 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, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 146, 147, 149, 152, 153, 154, 155, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 170, 171, 172, 174, 175, 176, 184, 187, 218, 225, 235, 247, 253, 268, 273, 277, 281, 286, 287, 288], [3]]