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=[0:2440] [0:2440] [0:1214.25] [0:1214.25] [0:1214.25] [0:1214.25] [0:1214.25] [0:1214.25] [0:1214.25] [0:1214.25] [0:1214.25] [0:1214.25] [0:1214.25] [0:1214.25] [0:1214.25] [0:1214.25] [0:1214.25] [0:1173.5999999999999] [0:466.5] [0:466.5] [0:466.5] [0:466.5] [0:466.5] [0:285.35000000000002] -1:0:1:2:3:4:5:6:7:8:9:10:11 -1:119:10:4:5:9:52:12:93:20:27:59:56:54:100:15:32:37:64:97:25:68:0:63:2:40:57:66:18:38:24:76:121:110:19:36:53:77:88:95:7:51:58:87:3:16:26:30:31:96:106:108:1:13:17:28:29:35:41:42:44:47:48:69:73:74:82:84:99:120:8:14:21:23:34:60:79:83:85:86:94:89:105:92:6:11:22:33:39:43:45:46:49:50:55:61:62:65:67:70:71:72:75:78:80:81:90:98:101:102:103:104:107:109:111:112:113:91:117:118:116 [2022:2023] none tree_sizes=3289 3544 3819 3174 4103 3553 1561 2801 3150 3431 3976 3903 4210 3741 3353 3716 1474 1474 3148 3373 4173 3810 3496 3688 1476 1731 1726 3714 3302 3667 3773 4101 3675 3784 3792 1077 3026 3458 3711 3298 2978 2719 1238 3145 2956 2648 2853 2557 3140 2216 3418 1341 3084 3128 1318 1974 2081 3047 3633 2150 1323 1932 1180 1431 1334 3310 1394 2341 2610 3478 4339 1496 4073 3986 3909 3843 2261 3469 1344 2747 1266 2647 2487 2753 1874 3708 3782 3193 3851 3267 3088 2938 3358 2605 2649 2174 2020 2496 1929 1830 2572 2026 2406 2138 1969 2116 2841 2409 2436 1893 3180 3182 3271 2557 3122 2141 1454 2072 1155 1998 2204 995 1961 996 1701 1286 1709 1291 1710 2053 1539 1322 1328 1771 2145 1913 1911 1489 1922 914 1301 1638 915 916 1795 2183 1844 1311 1240 2515 839 1068 1891 1753 2068 1487 1243 1869 1709 1615 1641 1500 1568 1079 1873 2082 1079 999 2087 1499 1541 1454 913 1613 1000 2153 2527 1572 2467 1671 1689 1613 1960 1535 2135 1120 1120 1122 960 1004 1128 1143 984 1290 1069 1080 1209 1403 1154 1217 1632 1063 1150 995 995 1320 1211 998 999 1116 1385 1536 1632 1622 1202 1376 1746 1387 1394 1291 1041 1979 2109 1848 1203 1693 1625 1531 996 1630 1736 1656 1494 1570 1561 1081 1214 1293 1024 1084 1298 1488 1301 1237 1296 1432 1426 1219 1458 1198 1126 1120 1379 1463 1222 1060 959 1040 1648 1059 1153 1319 1156 1476 920 1362 923 924 1454 1537 1007 1296 1002 916 1567 1160 2233 1482 1163 1313 1301 1290 1398 1483 843 963 1136 1218 1215 1145 1880 1733 832 1192 1353 1491 1197 1353 1447 1485 1572 1363 996 1658 1975 912 1630 1545 1217 1874 964 1056 921 1044 1071 977 1423 1246 1088 1062 1128 1228 1142 954 1051 1138 1242 1142 1220 1207 1046 1037 923 915 1046 1379 1532 1369 1410 1327 1083 977 1449 969 1044 1303 1154 1306 1311 1310 1378 1452 1381 962 1222 1857 2225 1978 2218 1144 1162 1224 1401 1005 1628 1006 1126 1003 1122 1208 918 1121 1122 1046 951 1123 961 959 1306 889 1050 1046 1133 1202 1159 973 1130 1217 1134 957 1207 1207 1295 1130 1361 995 1035 1128 1127 997 912 1943 1554 909 1702 1212 1008 1207 1127 1084 1125 1035 956 1033 1217 1130 1128 1138 1295 1057 1317 1112 1108 1132 1155 964 960 963 1137 964 1054 922 1051 961 1135 1390 1056 1397 1004 1161 1558 1568 1469 1719 1397 1162 1735 1758 1141 1733 1120 1774 961 883 1023 1059 1551 992 995 1333 1272 1107 1273 1108 1035 909 1004 960 924 1051 1001 1386 1608 1370 1477 1012 1195 1200 1920 922 1288 1374 1283 1272 1075 1549 994 1374 1612 1127 945 1105 835 1290 1692 1457 1037 1466 1052 1084 2374 1830 1569 2074 1644 962 873 956 963 878 1108 870 955 1106 866 1216 1143 1218 1060 977 1292 1218 1153 1451 1376 1373 1401 1380 1375 1040 1298 1396 1037 956 1058 1060 920 1004 1452 1056 1363 882 991 1207 1037 1272 997 1208 1293 1372 1066 917 1152 1061 964 887 1331 1047 1049 1225 918 1007 922 1195 1069 1039 1133 1250 1569 1664 1046 1215 1132 1132 1008 1134 912 1534 1536 1304 1158 1247 1507 1135 1320 1379 947 1382 1375 1121 1735 1724 1666 1749 918 1568 1553 1222 1389 1218 1045 1046 1202 1047 1118 1127 954 1207 1131 1611 1074 1042 1113 1118 920 1291 1312 912 838 1388 1072 1057 1297 1079 1314 1194 1307 1474 1291 1465 1870 982 1034 836 1867 1388 980 1204 1143 911 1285 1217 1200 1289 1296 1567 960 1263 1821 1837 1572 1572 912 1740 1635 1295 1012 1368 1291 1727 2070 1393 1889 1304 1460 2153 1304 1468 1471 1440 1286 919 1541 917 919 1065 1081 892 1244 1455 1236 1200 960 1121 1199 1119 1468 1202 1538 1296 1080 1061 1164 1139 1122 1790 994 996 1733 1981 1217 1308 1374 1370 1529 1197 1198 1196 1200 1120 1772 1634 1385 1369 1215 1190 840 966 1207 1129 1075 1046 1070 881 994 1315 1167 1290 1627 1549 977 1335 1312 1003 1233 1078 1071 1129 1071 1136 966 1056 991 1039 1119 1859 1226 836 1712 1979 960 1146 1201 1041 1000 1289 1042 1595 1088 1287 1153 1246 1157 1317 1320 922 1004 1124 1223 924 1572 1573 1491 916 1490 1052 1401 1293 1092 1002 1239 1129 1189 1046 1052 1302 1056 999 1062 1092 910 1156 952 1305 1462 2124 1905 1083 2330 2043 2052 1650 1468 840 843 1132 1655 1130 1130 973 1302 1297 1283 1386 960 1205 1159 1607 1317 1030 1372 1042 1296 1209 1301 1212 1047 973 1381 1138 977 1206 1229 1122 1062 1442 1154 1398 1358 1542 1117 1353 1445 1354 1385 1701 1221 1207 1695 1218 1131 1047 1128 1078 976 1546 1552 1577 1730 1705 1056 1030 1390 1057 1053 1089 1056 917 1003 1077 1166 1832 2174 2589 1896 926 1059 1084 1061 1138 1046 836 1596 914 1718 2113 1193 1550 1135 1033 985 1310 1648 1050 831 923 1129 1048 1054 1133 1306 1152 1314 1286 1147 1371 1449 1052 1373 1453 951 1304 1613 1320 1107 1555 1558 1135 1474 1387 1205 1211 1201 1373 1132 1035 829 1038 1282 831 1052 1128 1129 920 1132 1135 914 987 1375 1372 1135 999 1131 1295 1323 1041 1144 1044 1039 1090 1380 1132 925 1412 1129 1002 1237 1465 1209 1129 1651 1462 1639 1254 1177 1203 1437 1201 1277 1134 1315 1229 1169 965 1050 1465 1687 998 1543 1698 1148 1237 1143 1385 1221 1062 1374 1050 1206 964 1135 1043 1135 1226 1002 1569 1207 1205 1206 1134 Tree=0 num_leaves=37 num_cat=8 split_feature=25 10 7 25 25 6 25 26 4 10 25 10 6 0 8 8 7 0 10 3 18 7 6 3 0 8 0 8 25 10 25 25 10 12 11 7 split_gain=660088 314030 156803 113959 68398.5 37653.9 32008.8 74695.4 59743.8 28898.3 18661.8 17191.5 16589.5 19432.6 17069.5 10255.2 6620.65 6215.08 5732.67 5711.62 5292.78 4719.52 3971.64 2561.79 2439.09 2481.86 2369.01 2268.77 2162.04 1929.89 749.854 2020.41 571.987 424.346 168.835 53.903 threshold=0 255.10500000000002 162.18600000000004 1 2 29.757000000000005 3 2022.5000000000002 11.243000000000002 52.158358500000006 4 30.162700000000005 106.24644000000002 181.87500000000003 23.848040000000005 17.952000000000002 287.60640000000006 61.945750000000004 91.02500000000002 2.0882010000000002 27.420000000000005 13.272000000000004 26.251000000000001 114.12500000000001 172.87500000000003 44.780000000000008 99.322500000000019 67.575000000000003 5 41.645000000000003 6 7 33.525000000000013 0.49039950000000004 14.156250000000002 64.682500000000019 decision_type=9 2 2 9 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 9 2 2 2 2 left_child=1 2 3 12 9 6 7 -5 -8 21 11 15 13 14 -1 17 -4 23 29 27 28 22 24 -6 25 -2 -19 -17 32 -13 34 -32 33 -12 -30 -23 right_child=4 -3 16 5 10 -7 8 -9 -10 -11 20 18 -14 -15 -16 19 -18 26 -20 -21 -22 35 -24 -25 -26 -27 -28 -29 30 -31 31 -33 -34 -35 -36 -37 leaf_value=5.1353327079352651 5.119115460513326 6.5235935699556373 5.9921350633714701 5.2896069397778778 5.0408758694078806 5.7555650615785625 5.1955139787422224 5.708477058372309 5.7698270523164776 5.4744742811379412 5.0157457751017125 5.3505741899822263 5.4328531883680018 5.4402335825308699 5.3963833973803839 5.0802097850489059 5.7407447791799919 5.2383277008150122 5.073804619035533 5.2934693493757754 5.1640690907911102 5.0301570487831144 5.0137785033001609 5.1544261104677229 5.2348670446489356 5.2187032036214562 5.0978223806037608 5.1962426934075641 5.0208889332304496 5.2162602504056625 5.0259895611949883 5.0494450261925206 5.0699095480058691 5.0321689068412363 5.0482146561021581 5.0084970485780742 leaf_weight=684 667 20 20 91 3024 25 192 80 20 23 4522 20 22 23 26 72 22 20 20 20 26 20 33 20 20 26 30 22 1337 23 1379 538 20 163 23 27 leaf_count=684 667 20 20 91 3024 25 192 80 20 23 4522 20 22 23 26 72 22 20 20 20 26 20 33 20 20 26 30 22 1337 23 1379 538 20 163 23 27 internal_value=5.05909 5.27901 5.26018 5.2385 5.03632 5.37188 5.35501 5.46201 5.24111 5.12424 5.0299 5.05011 5.16093 5.15416 5.14489 5.04687 5.86045 5.04344 5.21368 5.14002 5.02167 5.11491 5.12103 5.04162 5.12599 5.12285 5.15402 5.10737 5.02116 5.27873 5.02788 5.03249 5.01664 5.01632 5.02163 5.01771 internal_weight=0 1225 1205 1163 12095 408 383 171 212 816 11279 3271 755 733 710 3208 42 3094 63 114 8008 793 746 3044 713 693 50 94 7982 43 3277 1917 4705 4685 1360 47 internal_count=13320 1225 1205 1163 12095 408 383 171 212 816 11279 3271 755 733 710 3208 42 3094 63 114 8008 793 746 3044 713 693 50 94 7982 43 3277 1917 4705 4685 1360 47 cat_boundaries=0 4 8 12 15 18 22 26 30 cat_threshold=67109632 2113616 2183659776 32800 67109376 2097152 2148007936 32 134234112 98304 1094926336 16785920 0 16400 2097408 4195353 3361344000 536878080 312971270 335549741 268443701 8389635 1074792576 17039488 202670720 215048 553656352 33562624 8388608 4240 is_linear=0 shrinkage=1 Tree=1 num_leaves=39 num_cat=12 split_feature=25 4 25 26 6 3 25 2 1 10 24 25 1 8 1 0 3 10 24 25 26 25 21 21 24 25 24 25 8 2 26 9 10 11 4 4 6 26 split_gain=646954 310215 133903 113849 98416.2 68621.4 67037.9 33615.1 29844 28323.2 28426.1 18291.2 21129 9986.48 6968.09 6551.08 6063.71 4360.26 3821.82 9148.82 5329.95 2859.61 2759.1 3367.97 2759.74 3076.43 2353.2 2326.1 1732.51 1168.43 860.571 830.37 607.406 332.402 97.5711 107.651 41.0181 31.5623 threshold=0 279.07800000000003 1 2022.5000000000002 218.62500000000003 216.24000000000004 2 149.26580000000004 31.872000000000003 52.158358500000006 3 4 51.072690000000009 46.655499999999996 81.615000000000009 33.525000000000013 14.3635 27.749250000000004 5 6 2022.5000000000002 7 4.9453750000000012 14.273500000000002 8 9 10 11 103.75577000000001 255.10500000000002 2022.5000000000002 2.3025000000000007 40.885000000000005 16.450000000000003 5.9047039999999997 7.7170000000000005 8.3638550000000009 2022.5000000000002 decision_type=9 2 9 2 2 2 9 2 2 2 1 9 2 2 2 2 2 2 1 9 2 9 2 2 1 9 1 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 7 9 8 -4 10 15 12 13 17 -14 26 18 27 20 -20 -12 33 24 -24 25 -23 30 -8 -15 -9 -2 -26 -19 34 36 -36 -13 -28 right_child=6 -3 4 -5 -6 -7 11 29 -10 -11 16 21 14 28 -16 -17 -18 32 19 -21 -22 22 23 -25 31 -27 37 -29 -30 -31 -32 -33 -34 -35 35 -37 -38 -39 leaf_value=0.24415609215790374 0.040840433727611196 1.2071102894506147 0.099342759384924997 0.89960927891281417 0.69479122190764453 0.58903059049086137 0.0058414050527093534 0.3434702205657959 0.32603624713036328 0.41123247747835906 0.23910365012654086 -0.044668342307022886 0.28860010411058151 0.073457376105444769 0.079509918109790703 0.16535044384002684 0.27370353655381635 0.1157658968369166 0.028850311492428636 0.1470770897416987 0.09910111372287457 -0.033124439371018687 0.13896741049630301 -0.032816952514648438 -0.037940952355043862 0.0010757135869276643 -0.043682656091106831 -0.019692316133573133 0.19059062066285506 0.44797999692999796 -0.01355478598521306 -0.013305991296167973 0.04736344323438757 -0.0033975377082824708 -0.013564666867256166 -0.039830120247854317 -0.034840576399204341 -0.036245662680378668 leaf_weight=53 66 31 917 53 33 33 412 20 62 23 57 3435 28 28 37 20 22 21 188 107 52 576 21 25 3169 485 121 2688 23 23 52 143 34 20 20 71 43 108 leaf_count=53 66 31 917 53 33 33 412 20 62 23 57 3435 28 28 37 20 22 21 188 107 52 576 21 25 3169 485 121 2688 23 23 52 143 34 20 20 71 43 108 internal_value=0 0.217725 0.193861 0.522582 0.155602 0.140211 -0.0225444 0.125719 0.113699 0.0645035 0.0552604 -0.0288936 -0.00888762 -0.0125337 0.16958 -0.0103515 0.109459 -0.0147776 0.103224 0.0751488 0.157833 -0.0370441 -0.0313656 0.0456063 -0.032247 -0.0176269 -0.0207767 -0.0163435 0.126282 0.399371 0.0155517 -0.0367663 0.0734807 -0.0439292 -0.0442794 -0.0340575 -0.0445468 -0.0384943 internal_weight=0 1225 1194 106 1088 1055 12095 1022 979 816 793 11279 3271 3206 65 367 426 3155 404 295 109 8008 4419 46 4373 1061 347 3100 51 43 118 3312 55 3589 3569 91 3478 229 internal_count=13320 1225 1194 106 1088 1055 12095 1022 979 816 793 11279 3271 3206 65 367 426 3155 404 295 109 8008 4419 46 4373 1061 347 3100 51 43 118 3312 55 3589 3569 91 3478 229 cat_boundaries=0 4 7 11 12 15 16 20 24 25 29 30 33 cat_threshold=67109632 2113616 2183659776 32800 256 16384 2097408 134234112 98304 1094926336 16785920 1960 4195353 3361344000 536878080 2064 134217728 0 16777216 16777216 312971270 335549740 268443701 132099 1027 17825792 33554433 1048576 41959448 1056 8 2148007936 3072 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=43 num_cat=14 split_feature=25 10 1 25 24 3 25 24 5 26 10 24 2 25 1 3 25 1 8 4 1 0 3 18 10 24 25 26 24 25 25 24 26 5 8 26 26 10 10 26 12 26 split_gain=634074 305738 115688 113542 193328 72565.6 65734.7 53871.9 44011.1 36055.8 27756.1 27879.3 19172 17927.1 20708.6 16554.7 15027.6 14443.2 9787.81 9397.1 6829.42 6420.71 5939.97 5175.17 4273.53 3735.99 8984.18 5223.89 2306.37 2280.2 2144.05 3725.75 5097.35 2320.94 1698.03 1201.08 843.446 595.318 560.73 448.308 410.675 30.9342 threshold=0 255.10500000000002 105.004 1 2 11.555000000000001 3 4 38.528000000000006 2022.5000000000002 52.158358500000006 5 140.32000000000002 6 51.072690000000009 2.2169500000000002 7 316.3010000000001 46.655499999999996 37.82800000000001 81.615000000000009 33.525000000000013 14.3635 27.420000000000005 27.749250000000004 8 9 2022.5000000000002 10 11 12 13 2022.5000000000002 35.627500000000005 103.75577000000001 2022.5000000000002 2022.5000000000002 40.885000000000005 39.944500000000005 2022.5000000000002 0.49039950000000004 2022.5000000000002 decision_type=9 2 2 9 1 2 9 1 2 2 2 1 2 9 2 2 9 2 2 2 2 2 2 2 2 1 9 2 1 9 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 9 17 10 15 12 -5 11 21 -9 14 18 19 35 -4 24 -1 -16 28 25 30 29 27 -27 -13 36 -8 38 32 -32 -33 -20 -6 -2 -26 40 -18 -15 -30 right_child=6 -3 5 4 16 -7 13 8 -10 -11 -12 22 -14 23 20 -17 39 -19 34 -21 -22 -23 -24 -25 37 26 -28 -29 41 -31 31 33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 leaf_value=0.22844899461630289 0.040432024435563527 1.4435745379924774 0.25699973762035372 0.51248562231659889 0.077918880511138391 1.0975413467884065 0.0057843767636195174 0.0044631511153206708 0.496271910905838 0.85225744395959568 0.40712016354436459 0.23671261268749572 0.32069225621223452 -0.042524952632203884 0.28571409608636583 -0.0055812569733323728 0.24880284624715007 0.59956493282318113 0.07272280122552599 0.45493536470085383 0.078714820500966662 0.16369693350791931 0.27096649213270707 0.104134302345606 0.11460823672158378 0.028576375432688778 0.14573202092423398 0.098110101406390857 -0.043245830023584286 -0.019496121886175947 0.053737239620902322 -0.034437664139905982 -0.036788919460959732 0.068652188344435261 0.18868470741354901 0.013836401248800343 -0.013419240071223333 0.046889810211518237 0.011098116636276245 0.21029410774424925 -0.026417455884014687 -0.035883207762682882 leaf_weight=218 66 20 32 64 59 20 412 463 20 61 23 57 20 4543 28 29 62 20 28 20 37 20 22 26 21 188 107 52 121 2688 121 2984 128 22 23 58 52 34 20 59 164 108 leaf_count=218 66 20 32 64 59 20 412 463 20 61 23 57 20 4543 28 29 62 20 28 20 37 20 22 26 21 188 107 52 121 2688 121 2984 128 22 23 58 52 34 20 59 164 108 internal_value=0 0.215548 0.196955 0.172254 0.316407 0.585641 -0.0223179 0.0989031 0.0358786 0.62805 0.0638797 0.05473 0.0175575 -0.028605 -0.00879917 0.212053 0.134003 0.388756 -0.0124088 0.247481 0.167884 -0.010248 0.108405 -0.036674 -0.0146303 0.102235 0.074455 0.156255 -0.0205689 -0.0161805 -0.0371786 -0.030462 0.00692365 -0.0335715 0.125019 0.0425175 0.0153962 0.0727459 -0.0416511 0.212467 -0.0419637 -0.0381093 internal_weight=0 1225 1205 1133 363 72 12095 770 503 125 816 793 483 11279 3271 267 238 52 3206 238 65 367 426 8008 3155 404 295 109 347 3100 7982 3255 249 3006 51 117 118 55 4727 121 4707 229 internal_count=13320 1225 1205 1133 363 72 12095 770 503 125 816 793 483 11279 3271 267 238 52 3206 238 65 367 426 8008 3155 404 295 109 347 3100 7982 3255 249 3006 51 117 118 55 4727 121 4707 229 cat_boundaries=0 4 8 9 13 14 15 18 21 22 26 27 30 34 35 cat_threshold=67109632 2113616 2183659776 32800 67109632 2097152 2148007936 32 562 134234112 98304 1094926336 16785920 3168 1960 4195353 3361344000 536878080 0 16448 256 2064 134217728 0 16777216 16777216 1056 8 2148007936 3072 312971270 335549741 268443701 8520707 1 is_linear=0 shrinkage=0.01 Tree=3 num_leaves=35 num_cat=11 split_feature=25 4 25 26 6 3 25 2 1 10 24 25 1 10 1 0 3 18 20 24 25 26 25 24 26 25 24 10 5 2 26 10 21 26 split_gain=621449 302371 130466 110870 95739.5 66728.3 64456.6 32426.9 28609.3 27200.3 27343.1 17583.4 23680.4 10606.7 7515.58 6292.94 5818.76 5032.41 3893.85 3652.05 8822.51 5119.93 2570.14 3026.94 4333.79 2357.11 2260.48 1791.82 1428.84 1163.17 826.661 549.571 331.083 30.3186 threshold=0 279.07800000000003 1 2022.5000000000002 218.62500000000003 216.24000000000004 2 149.26580000000004 31.872000000000003 52.158358500000006 3 4 51.072690000000009 30.162700000000005 81.615000000000009 33.525000000000013 14.3635 27.420000000000005 21.736000000000004 5 6 2022.5000000000002 7 8 2022.5000000000002 9 10 59.620500000000007 35.627500000000005 255.10500000000002 2022.5000000000002 39.944500000000005 2.863 2022.5000000000002 decision_type=9 2 9 2 2 2 9 2 2 2 1 9 2 2 2 2 2 2 2 1 9 2 9 1 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 7 9 8 -4 10 15 12 13 18 -14 26 19 22 25 21 -21 -12 31 24 -24 -8 30 -15 -25 -9 -2 32 -13 -28 right_child=6 -3 4 -5 -6 -7 11 29 -10 -11 16 17 14 27 -16 -17 -18 -19 -20 20 -22 -23 23 28 -26 -27 33 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.2392802320336396 0.040027702938426619 1.1901758778479792 0.09674879840596487 0.88610008266736873 0.6838880450797804 0.57948669867082081 0.006984712839679762 0.33560767841339118 0.31870351468363117 0.40304894219274107 0.23434548101927108 -0.041827125975435503 0.32353802900314327 0.18324696779251098 0.093675392179778133 0.16205996507406234 0.26825682878494261 0.10309296362675154 0.12516279733180999 0.028305044830447493 0.14439925772512061 0.097128997582655682 0.043887080746261693 -0.032851555732191708 -0.035964838212771383 -0.018636559823509428 -0.042813371784430891 0.063566902659156113 0.036477433681488036 0.43988208563431452 -0.013285049841954158 0.010987135171890259 -0.016691520439003998 -0.035524374290748881 leaf_weight=53 66 31 917 53 33 33 421 20 62 23 57 4654 25 29 33 20 22 26 20 188 107 52 133 3268 139 2406 121 22 30 23 52 20 53 108 leaf_count=53 66 31 917 53 33 33 421 20 62 23 57 4654 25 29 33 20 22 26 20 188 107 52 133 3268 139 2406 121 22 30 23 52 20 53 108 internal_value=0 0.213392 0.189819 0.514182 0.152094 0.136901 -0.0220934 0.12261 0.110805 0.063262 0.0542047 -0.0283191 -0.00728924 -0.011318 0.192754 -0.0101455 0.10736 -0.0357704 -0.0138786 0.101256 0.0737676 0.154692 -0.0362486 -0.0294488 0.00297117 -0.0148622 -0.0203632 0.13162 -0.0321235 0.391382 0.0152422 -0.0412346 -0.0415441 -0.0377282 internal_weight=0 1225 1194 106 1088 1055 12095 1022 979 816 793 11279 2956 2898 58 367 426 8323 2847 404 295 109 8297 3570 272 2827 347 51 3298 43 118 4727 4707 229 internal_count=13320 1225 1194 106 1088 1055 12095 1022 979 816 793 11279 2956 2898 58 367 426 8323 2847 404 295 109 8297 3570 272 2827 347 51 3298 43 118 4727 4707 229 cat_boundaries=0 4 7 11 12 15 16 20 24 25 28 29 cat_threshold=67109632 2113616 2183659776 32800 256 16384 2097408 134234112 98304 1094926336 16785920 1960 4195353 3357016576 536878080 2064 134217728 0 16777216 16777216 312971270 335549741 268443701 8520707 1 8 2148007936 3072 1056 is_linear=0 shrinkage=0.01 Tree=4 num_leaves=46 num_cat=15 split_feature=25 10 1 25 24 3 25 24 5 26 10 24 2 25 1 3 25 1 8 4 1 0 3 10 24 25 26 25 2 13 13 24 25 24 8 26 25 26 26 11 13 12 4 10 26 split_gain=609075 297665 111896 110245 189986 70883.4 63203.2 52753.1 43101.1 34964.4 26655.7 26817.1 18384.5 17233 23209.3 16351.5 14861.4 14084.6 10860.7 8962 7366.02 6167.71 5700.02 4820.31 3569.98 8663.74 5018.05 3110.16 2261.53 2218.83 3421.62 2517.21 2659.01 2215.49 1342.06 1242.61 1047.33 810.211 484.036 324.999 303.558 117.345 100.69 83.9088 29.7153 threshold=0 255.10500000000002 105.004 1 2 11.555000000000001 3 4 38.528000000000006 2022.5000000000002 52.158358500000006 5 140.32000000000002 6 51.072690000000009 2.2169500000000002 7 316.3010000000001 46.655499999999996 37.82800000000001 81.615000000000009 33.525000000000013 14.3635 30.599500000000003 8 9 2022.5000000000002 10 34.526250000000012 13.812500000000002 17.307500000000005 11 12 13 103.75577000000001 2022.5000000000002 14 2022.5000000000002 2022.5000000000002 16.450000000000003 31.809000000000005 14.253750000000002 5.9047039999999997 43.958250000000007 2022.5000000000002 decision_type=9 2 2 9 1 2 9 1 2 2 2 1 2 9 2 2 9 2 2 2 2 2 2 2 1 9 2 9 2 2 2 1 9 1 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 7 9 17 10 15 12 -5 11 21 -9 14 18 19 35 -4 23 -1 -16 33 24 28 26 -26 -13 39 -8 31 -31 32 -29 37 -20 -6 -33 -2 -18 41 -32 42 -15 -25 -35 right_child=6 -3 5 4 16 -7 13 8 -10 -11 -12 22 -14 27 20 -17 38 -19 34 -21 -22 -23 -24 43 25 -27 -28 29 -30 30 40 36 -34 44 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 leaf_value=0.2248315675474635 0.039627427910313463 1.4229520630836487 0.25046452090144156 0.50562442108988759 0.075278745020850232 1.0810965070724488 -0.016836372238838791 0.0030749055427814922 0.48963690447807312 0.8402143247596553 0.39901847362518311 0.23200202264283831 0.31274108290672303 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108 internal_value=0 0.211259 0.192901 0.168609 0.310625 0.575164 -0.0218711 0.0963721 0.034057 0.619356 0.0626503 0.0536844 0.0158975 -0.028036 -0.00721674 0.2083 0.130041 0.380574 -0.0112052 0.243418 0.190827 -0.010044 0.106326 -0.0136638 0.100286 0.0730865 0.153146 -0.0354127 -0.0153284 -0.029842 0.0251844 -0.0307558 -0.0173861 -0.0201596 0.141226 0.0395836 -0.0349896 0.0150898 0.207809 -0.0426573 -0.0175682 -0.0430014 -0.0431409 0.087874 -0.037351 internal_weight=0 1225 1205 1133 363 72 12095 770 503 125 816 793 483 11279 2956 267 238 52 2898 238 58 367 426 2852 404 295 109 8323 2806 4734 72 4662 1151 347 46 117 3511 118 121 3589 52 3569 3548 46 229 internal_count=13320 1225 1205 1133 363 72 12095 770 503 125 816 793 483 11279 2956 267 238 52 2898 238 58 367 426 2852 404 295 109 8323 2806 4734 72 4662 1151 347 46 117 3511 118 121 3589 52 3569 3548 46 229 cat_boundaries=0 4 8 9 13 14 15 18 21 22 26 30 31 35 36 40 cat_threshold=67109632 2113616 2183659776 32800 67109632 2097152 2148007936 32 562 134234112 98304 1094926336 16785920 3168 1960 4195353 3357016576 536878080 0 16448 256 2064 134217728 0 16777216 16777216 312971270 335549740 268443701 132099 1027 17825792 37748737 1048576 41943064 1056 0 4325376 0 33554432 is_linear=0 shrinkage=0.01 Tree=5 num_leaves=40 num_cat=9 split_feature=25 4 1 5 25 26 4 4 24 25 26 25 5 6 25 8 4 5 2 4 24 1 1 18 13 3 1 25 24 1 2 21 5 3 8 7 7 11 7 split_gain=584283 200113 97489 193128 125628 150115 55008.1 55279 43090.1 38699.7 30421.3 23689.1 18558.8 15710.8 15475.9 19278.4 12087.2 10016.4 9408.74 15246.2 8714.24 7290.43 10440 5038.18 4486.9 3648.72 3410.57 3125.47 3436.93 3122.07 2874.19 2102.94 1905.24 1871.33 1185.99 1131.39 426.041 262.965 79.0592 threshold=0 293.85000000000008 21.947000000000003 27.130000000000006 1 2022.5000000000002 27.015000000000004 114.12500000000001 2 3 2022.5000000000002 4 7.2080000000000002 72.620000000000019 5 46.655499999999996 51.726358500000011 23.747500000000006 14.462000000000002 13.724000000000002 6 114.12500000000001 211.12500000000003 30.162700000000005 43.808250000000008 2.0882010000000002 55.082710000000006 7 8 355.00000000000006 3.4510000000000005 1.0000000180025095e-35 117.39000000000001 14.462000000000002 64.682500000000019 5.1420000000000012 10.430600000000002 16.692500000000006 24.453750000000003 decision_type=9 2 2 2 9 2 2 2 1 9 2 9 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 21 5 -1 8 -8 10 12 -6 -10 13 16 15 18 20 -14 24 33 30 -4 -23 27 25 -11 -22 36 31 -24 -2 -29 -19 -20 -17 -30 37 -16 -38 right_child=9 -3 3 -5 6 -7 7 -9 11 14 -12 -13 17 -15 23 34 -18 32 19 -21 26 22 29 -25 -26 -27 -28 28 35 -31 -32 -33 -34 -35 -36 -37 38 -39 -40 leaf_value=0.14009682843714585 0.071298334517030632 1.0031940196355185 0.1386083221435547 1.2284454877853395 0.37991904778189439 0.76536838335533663 0.76484721126556399 0.1062670450944167 0.16244328794583598 -0.020815035063569055 0.11315458036871517 0.032361155679424894 0.38874123275279998 0.30559828734397892 -0.04220419897186372 0.24130357646942138 0.21496995495211693 0.071394444169669322 0.012617746918365874 0.31782199573516845 -0.018748040767261265 0.50306899428367613 0.15056444327036539 0.10974502680202326 0.13295816922187806 0.019548711287732029 0.11165720303853353 -0.019078442963982048 -0.03842928365823476 0.31752427873157318 -0.053598630666732795 0.057179761448421997 0.19826426577568054 0.11159568266435103 0.14371344667492492 -0.003847749626094645 -0.004923659426825387 -0.0096721941947937005 -0.02984713625907898 leaf_weight=81 234 30 38 25 86 73 25 26 173 2607 85 673 20 20 4064 20 31 29 145 20 446 20 24 24 20 245 21 1597 2132 21 20 37 20 22 33 99 35 25 20 leaf_count=81 234 30 38 25 86 73 25 26 173 2607 85 673 20 20 4064 20 31 29 145 20 446 20 24 24 20 245 21 1597 2132 21 20 37 20 22 33 99 35 25 20 internal_value=0 0.193987 0.177441 0.440009 0.149938 0.409876 0.107611 0.4291 0.0925477 -0.0225896 0.233653 0.0605488 0.0425166 0.028978 -0.0275362 -0.00852225 0.0216211 0.200153 -0.0118258 0.0569044 0.0133079 0.248641 0.312968 -0.0348825 -0.0163009 -0.0173476 -0.0126139 -0.0353594 -0.0285587 0.228479 0.0591357 -0.0172461 0.123178 0.0256568 0.18054 -0.0367301 -0.0415332 -0.0420053 -0.0139867 internal_weight=0 1380 1350 128 1222 154 1068 51 1017 11986 171 846 841 772 11145 3112 752 69 3059 187 721 103 65 8033 2872 2852 467 8009 3865 45 254 1634 49 167 53 2231 4144 4089 55 internal_count=13366 1380 1350 128 1222 154 1068 51 1017 11986 171 846 841 772 11145 3112 752 69 3059 187 721 103 65 8033 2872 2852 467 8009 3865 45 254 1634 49 167 53 2231 4144 4089 55 cat_boundaries=0 4 7 8 11 15 18 19 23 24 cat_threshold=768 2097232 3278373120 172576 0 16 2097408 80 201342977 65536 477184 0 0 1091043328 32800 1048 3360727560 536876032 39 1941344262 335566116 268443701 17411 1099 is_linear=0 shrinkage=0.01 Tree=6 num_leaves=17 num_cat=1 split_feature=8 7 10 1 4 2 1 4 4 2 24 1 1 1 26 7 split_gain=309775 181227 143003 77519 40804.9 91675.5 33614.6 21197.3 16765.2 14967 13142 3974.56 11887.3 6534 6254.74 3401.16 threshold=284.98750000000007 162.18600000000004 273.29900000000004 114.12500000000001 27.535980000000006 15.306500000000002 15.580500000000002 30.614000000000001 93.825000000000017 255.10500000000002 0 200.13000000000002 238.08750000000003 148.98750000000004 2022.5000000000002 279.07800000000003 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 3 4 9 7 15 -6 -7 10 -1 13 -13 -5 -14 -3 right_child=-2 6 -4 11 5 8 -8 -9 -10 -11 -12 12 14 -15 -16 -17 leaf_value=-0.023584466685801237 1.1594401272483494 0.2843615194603249 0.81972408453623458 0.18895925385611401 0.32663741458546036 0.32822617475803084 0.84411302471160898 0.0019083862985152544 0.69886527040730362 0.1953358976500375 -0.0030544099115163404 0.02809919999195979 0.17251321523085886 0.42822954292297361 0.39890060223065887 0.44460593058512765 leaf_weight=5397 23 27 21 21 22 26 20 233 23 35 7392 26 23 25 26 26 leaf_count=5397 23 27 21 21 22 26 20 233 23 35 7392 26 23 25 26 26 internal_value=0 -0.00209676 -0.00483021 -0.00613715 -0.00845938 0.106048 0.494791 0.0299242 0.5022 -0.0111738 -0.011739 0.245816 0.200931 0.318997 0.292637 0.362972 internal_weight=0 13343 13270 13249 13128 304 73 255 49 12824 12789 121 75 46 49 53 internal_count=13366 13343 13270 13249 13128 304 73 255 49 12824 12789 121 75 46 49 53 cat_boundaries=0 1 cat_threshold=398 is_linear=0 shrinkage=0.01 Tree=7 num_leaves=31 num_cat=9 split_feature=25 10 7 0 25 7 4 4 24 25 5 10 4 6 4 25 0 5 8 24 3 18 9 25 24 24 10 10 5 7 split_gain=569389 207481 182648 97906.2 87773.7 45534.3 38088.2 54471.5 40511.6 37682.5 18198.3 15817 21117.5 15375.4 11725.1 10914.6 10880.3 9838.21 9413.26 7996.93 5580.25 4945.04 4572.75 2926.21 3110.26 2494.97 2252.91 3069.74 1874.6 413.391 threshold=0 259.57500000000005 162.18600000000004 344.25000000000006 1 272.07425000000006 27.015000000000004 117.39000000000001 2 3 7.2080000000000002 30.162700000000005 17.847500000000007 72.620000000000019 51.726358500000011 4 109.32500000000002 23.747500000000006 63.49965000000001 5 11.141100000000002 30.162700000000005 7.1800000000000006 6 7 8 71.010000000000019 43.958250000000007 117.39000000000001 10.430600000000002 decision_type=9 2 2 2 9 2 2 2 1 9 2 2 2 2 2 9 2 2 2 1 2 2 2 9 1 1 2 2 2 2 left_child=1 2 3 4 -1 -4 8 -8 -6 10 13 15 26 14 16 18 19 -12 20 -2 25 23 -22 29 -25 -11 27 -13 -19 -17 right_child=9 -3 5 -5 6 -7 7 -9 -10 11 17 12 -14 -15 -16 21 -18 28 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.36055118529754276 0.074922721421017371 1.2040114147663117 1.1521892895698549 0.83341379415421257 0.18298742835900247 0.5226518228318956 0.65940112082163493 0.11168935765390811 0.050004227774056886 -0.006163163299724485 0.38494593459367749 0.0081456843340719058 0.38654279303550726 0.3021905641555786 0.21169134847579466 -0.041438006573951303 0.22707489832587865 0.070390210480525572 0.15843937583267689 -0.010286054281434654 0.020531347775182059 0.10877015285193921 0.17364504873752595 -0.017542800602513956 -0.036181499481087273 -0.025423922675470993 -0.043788927078247067 0.15952060733522688 0.19623598027229311 -0.013837999658151107 leaf_weight=159 126 20 20 21 349 27 30 46 708 1168 20 37 20 20 31 4077 23 29 32 572 172 24 22 1623 2214 1650 30 21 20 55 leaf_count=159 126 20 20 21 349 27 30 46 708 1168 20 37 20 20 31 4077 23 29 32 572 172 24 22 1623 2214 1650 30 21 20 55 internal_value=0 0.191501 0.178019 0.156093 0.145084 0.79054 0.110687 0.327891 0.0961169 -0.0222979 0.041947 -0.027179 0.093227 0.0285388 0.0212609 -0.0283819 0.0130731 0.198043 -0.0121291 0.0060215 -0.0139815 -0.0345131 0.0378948 -0.0349879 -0.0283637 -0.0175528 0.0265643 0.0629538 0.121756 -0.0409715 internal_weight=0 1380 1360 1313 1292 47 1133 76 1057 11986 841 11145 108 772 752 11037 721 69 3044 698 3012 7993 194 7969 3837 2818 88 58 49 4132 internal_count=13366 1380 1360 1313 1292 47 1133 76 1057 11986 841 11145 108 772 752 11037 721 69 3044 698 3012 7993 194 7969 3837 2818 88 58 49 4132 cat_boundaries=0 4 7 8 11 14 15 19 20 21 cat_threshold=768 2097232 3278373120 172576 0 16 2097408 2129 201342977 65536 477184 1048 3360727560 536876032 3 1941344262 335566116 268443701 17411 1099 1555 is_linear=0 shrinkage=0.01 Tree=8 num_leaves=35 num_cat=8 split_feature=25 10 7 0 25 26 7 25 1 8 5 10 3 24 25 5 8 2 1 18 26 1 2 3 2 25 24 25 10 5 1 10 7 10 split_gain=558285 203335 178987 95945 86165 126020 44628.2 36941.7 31724.1 26820.6 17834.4 15502.5 19442.2 14775.7 10697 9642.43 9226.05 5917.67 4972.13 4846.68 4378.21 4376.58 4473.17 3366.18 2910.7 2835.11 3024.04 2349.97 2222.31 1837.3 654.302 524.037 421.913 239.185 threshold=0 259.57500000000005 162.18600000000004 344.25000000000006 1 2022.5000000000002 272.07425000000006 2 31.872000000000003 197.74150000000003 7.2080000000000002 30.162700000000005 2.1320000000000001 3 4 23.747500000000006 63.49965000000001 54.277999999999999 230.65000000000003 30.162700000000005 2022.5000000000002 55.082710000000006 55.082710000000006 11.141100000000002 117.39000000000001 5 6 7 36.358250000000005 117.39000000000001 4.1940000000000008 91.02500000000002 10.430600000000002 48.647820000000003 decision_type=9 2 2 2 9 2 2 9 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 -4 10 9 -6 13 14 28 20 16 -12 17 23 -10 25 -2 22 27 -9 -19 32 -27 -15 -13 -17 -22 33 -16 -30 right_child=7 -3 6 -5 8 -7 -8 11 18 -11 15 12 -14 21 19 29 -18 24 -20 -21 30 -23 -24 -25 -26 26 -28 -29 31 -31 -32 -33 -34 -35 leaf_value=0.10681197794472298 0.050781748960999878 1.1919713213443757 1.1406674320697785 0.82507964997064509 0.089276919187150874 0.67014663361883775 0.51742530999360259 -0.018359716705967189 0.37072777707526022 0.45899571371078496 0.38109647542238234 0.1111357873136347 0.3575710946998813 0.0077226320588311484 -0.041188256374187153 0.069686309222517354 0.15685498118400573 0.16847624870447014 0.20594684807459512 0.10768245322008929 0.14175060805924442 0.12217121142607469 0.125051791978919 0.025363206506726587 0.0080128829479217539 -0.017780525628588076 -0.035897926051124122 -0.037424201974397379 -0.0085247983251299179 0.19427361297607423 0.079526930570602422 -0.044907748482444075 -0.013046266083364134 0.039203148342314219 leaf_weight=82 136 20 20 21 1036 77 27 2778 47 20 20 22 22 205 3961 29 32 26 30 24 109 26 23 188 20 1672 2282 253 21 20 20 22 54 21 leaf_count=82 136 20 20 21 1036 77 27 2778 47 20 20 22 22 205 3961 29 32 26 30 24 109 26 23 188 20 1672 2282 253 21 20 20 22 54 21 internal_value=0 0.189628 0.176282 0.154577 0.143679 0.357159 0.782635 -0.0220751 0.109601 0.0962792 0.0415352 -0.026908 0.0922947 0.0282618 -0.0280988 0.196062 -0.0120088 -0.0138428 0.306527 -0.0341686 0.0870824 -0.00411906 -0.0110312 -0.0155883 0.0987096 -0.0346387 -0.0283009 -0.0178651 0.0244333 0.120538 0.132104 -0.0053707 -0.0407084 0.0153392 internal_weight=0 1380 1360 1313 1292 159 47 11986 1133 1056 841 11145 108 772 11037 69 3044 3012 77 7993 265 507 481 2966 46 7969 3954 458 86 49 129 64 4015 42 internal_count=13366 1380 1360 1313 1292 159 47 11986 1133 1056 841 11145 108 772 11037 69 3044 3012 77 7993 265 507 481 2966 46 7969 3954 458 86 49 129 64 4015 42 cat_boundaries=0 4 7 10 11 14 18 19 21 cat_threshold=768 2097232 3278373120 172576 0 16 2097408 201342977 65536 477184 2083 1048 3360727560 536876032 1941344262 335566116 268443701 1027 1099 134217728 65536 is_linear=0 shrinkage=0.01 Tree=9 num_leaves=38 num_cat=14 split_feature=25 9 7 25 26 4 24 1 25 4 4 5 25 6 25 13 4 3 9 7 5 3 24 18 1 25 24 24 25 25 5 25 7 25 7 11 7 split_gain=547178 201199 92173.5 76782.8 106896 50381.5 49844.7 73815.2 36203.3 31513.6 21270.9 17480.3 17016.7 15067.2 14532.2 17932.6 11493.4 11124.7 23303.3 10898.3 9450.55 8560.83 8307.85 4745.49 3176.17 2898.11 3219.46 2867.82 2849.75 2097.26 1800.74 1712.55 1070.95 844.188 414.846 260.194 86.327 threshold=0 223.50400000000005 162.18600000000004 1 2022.5000000000002 29.353500000000004 2 31.872000000000003 3 117.39000000000001 344.25000000000006 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3 3 26 19 split_gain=523913 356968 170891 118266 102129 83453.7 71203.1 49957.1 41210.6 39013.9 29110.7 24652.8 22406.8 15590.3 9824.73 7725.49 13685 8395.92 6424.54 3516.36 3229.71 2855.21 3062.14 1946.18 1806.03 2460.01 3544.25 2656.63 1579.35 1385.03 812.587 2320.45 575.904 206.298 163.763 110.2 110.128 80.9869 65.304 38.868 171.159 34.2031 22.3226 threshold=0 279.07800000000003 279.07800000000003 1 2 67.575000000000003 3 2022.5000000000002 4 211.57500000000002 2022.5000000000002 5 46.655499999999996 176.53925000000004 38.336100000000009 6 7 35.061020000000006 8 66.397500000000022 9 10 10.897500000000003 2022.5000000000002 11 2022.5000000000002 1.0000000180025095e-35 12 111.46000000000001 13 5.1420000000000012 8.3918550000000014 14 7.3505000000000011 14.253750000000002 5.9047039999999997 20.914000000000005 12.420000000000002 2022.5000000000002 5.5890000000000013 9.0853000000000019 2022.5000000000002 1.7415520000000002 decision_type=9 2 2 1 9 2 9 2 1 2 2 9 2 2 2 1 9 2 9 2 9 1 2 2 9 2 2 1 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 9 8 -1 10 -6 -5 12 14 18 15 19 41 -18 -8 29 34 24 30 -10 33 27 -27 -26 -14 -2 32 -32 -23 38 35 39 37 -37 -22 42 -41 -17 -13 right_child=11 -3 -4 6 5 -7 13 -9 23 -11 -12 20 28 -15 -16 16 17 -19 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31 31 -33 -34 -35 -36 36 -38 -39 -40 40 -42 -43 -44 leaf_value=0.34180012508314483 0.007885950222488277 1.455417081287929 1.019905129996213 0.23527629668896016 0.13986217477413479 0.75641815880934404 0.030787281593536466 0.78679961296228262 0.11691593139402327 0.55957720010176948 0.57496959472189146 -0.041211864363296054 0.25063818883895872 0.27881632674824108 0.21651427865028383 0.12977722783522172 -0.0037699811839107156 0.11200359931358925 -0.02776336663606151 0.10410207634880429 -0.02750965649081815 -0.02693186416027395 0.077026597903325 0.035587527081370356 0.062034725476358389 -0.030756466911928685 0.099679395012233579 -0.0070996215939521795 0.14049627387005351 -0.029297724524390344 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split_gain=513490 350443 209369 115907 100403 81899.6 68155.9 48962.9 34964.2 24161.4 30916.9 17429 14047.7 6967.87 6076.85 12064.9 6288.16 4778.65 4678.69 4550.5 3165.33 2800.85 3301.66 1771.43 2413.74 3473.72 2608.45 1577.55 1382.37 737.365 714.264 3099.1 620.157 596.95 310.251 202.192 163.106 64.0044 61.4928 313.436 60.6198 15.3934 threshold=0 284.98750000000007 279.07800000000003 1 2 67.575000000000003 3 2022.5000000000002 211.57500000000002 4 51.072690000000009 46.655499999999996 176.53925000000004 5 6 7 30.599500000000003 55.082710000000006 2022.5000000000002 8 9 10 27.420000000000005 11 2022.5000000000002 1.0000000180025095e-35 12 77.992500000000021 2022.5000000000002 148.98750000000004 5.1420000000000012 8.1694000000000013 111.46000000000001 13 14.786000000000001 7.3505000000000011 14.253750000000002 2022.5000000000002 6.5017000000000005 8.1694000000000013 6.2148500000000011 46.946300000000001 decision_type=9 2 2 1 9 2 9 2 2 9 2 2 2 9 9 1 2 2 2 1 9 1 2 9 2 2 1 2 2 2 2 2 2 1 2 2 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num_leaves=41 num_cat=14 split_feature=25 8 10 24 25 2 25 26 0 25 8 7 17 24 25 0 25 26 3 25 24 21 25 26 21 24 8 25 7 6 24 11 3 12 4 4 26 3 26 7 split_gain=493262 338939 200009 111349 96458.4 78677.1 65474 47033.6 33638.7 23208.8 21187.4 12873.9 9532 7458.05 13150.4 8159.15 5011 4465.62 3420.23 3047.15 2621.72 2986.5 1875.19 2354.09 3386.31 2538.56 1508.06 1351.34 753.854 2306.47 512.95 281.997 202.876 160.711 76.1287 116.431 58.6791 41.5687 32.9001 6.04875 threshold=0 284.98750000000007 279.07800000000003 1 2 67.575000000000003 3 2022.5000000000002 148.98750000000004 4 46.655499999999996 36.89500000000001 38.336100000000009 5 6 35.061020000000006 7 2022.5000000000002 66.397500000000022 8 9 10.897500000000003 10 2022.5000000000002 1.0000000180025095e-35 11 111.46000000000001 12 5.1420000000000012 2.5310000000000001 13 14.325950000000001 7.3505000000000011 14.253750000000002 5.9047039999999997 7.7170000000000005 2022.5000000000002 6.5017000000000005 2022.5000000000002 198.34750000000003 decision_type=9 2 2 1 9 2 9 2 2 9 2 2 2 1 9 2 9 2 2 9 1 2 9 2 2 1 2 9 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 8 17 -1 -6 10 12 16 13 18 38 -16 -8 -5 27 31 22 28 32 25 -25 -24 -12 -2 30 -30 -22 33 36 34 37 -36 -21 -11 -15 -13 right_child=9 -3 -4 6 5 -7 11 -9 -10 19 26 39 -14 14 15 -17 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 leaf_value=0.33164831910814557 0.0079395566893017983 1.4490842242240904 1.1344343104362489 0.17818756823186521 0.13414647063794169 0.7339518026510875 -0.044574899254618466 0.76343087746546812 0.48296978177695438 -0.040161718383035422 0.24395092900594076 0.19376241411481585 0.21332097339630129 0.12728431077436969 -0.00366047979871324 0.11046897235283484 0.02003724036177169 0.27068749475597154 0.1028014900570824 -0.027561529287925133 -0.026256125796196298 0.076612672989185046 0.061381642362610858 -0.029799621603260301 0.097751787019812547 -0.0065659569991313354 0.13632338979969855 -0.028767248352585165 -0.027570646767616273 0.072841313992227819 -0.035327737453832164 -0.002848492576962426 -1.331647237141927e-05 -0.013801822463671367 -0.0094698165655136123 -0.036663415013132868 -0.037044725627389571 -0.03320381691510027 0.11601659911019463 0.18607818770408632 leaf_weight=49 111 20 20 108 592 24 138 52 29 3537 30 21 20 55 1725 65 634 101 21 130 1442 26 100 219 23 113 23 1206 125 28 2152 21 21 24 20 74 131 88 49 20 leaf_count=49 111 20 20 108 592 24 138 52 29 3537 30 21 20 55 1725 65 634 101 21 130 1442 26 100 219 23 113 23 1206 125 28 2152 21 21 24 20 74 131 88 49 20 internal_value=0 0.15365 0.140019 0.12877 0.220879 0.16952 0.0587996 0.504047 0.150436 -0.0235175 -0.00108279 0.0171294 -0.0043184 -0.00566518 0.00711744 0.000481198 0.00816956 0.212711 -0.0236361 -0.0324667 -0.0267006 -0.030113 -0.00906238 0.00358396 -0.017677 0.0279078 0.197245 -0.0258317 -0.0309339 -0.0091946 -0.0318593 -0.0392866 -0.0288909 -0.039596 -0.0397624 -0.0308775 -0.0323213 -0.0399928 0.111276 0.190014 internal_weight=0 1808 1788 1768 746 645 1022 101 621 11579 3305 813 3252 3232 1894 1790 772 209 1338 8274 4510 3773 737 455 242 213 53 1317 3747 153 3594 3764 282 3743 3719 94 261 3625 104 41 internal_count=13387 1808 1788 1768 746 645 1022 101 621 11579 3305 813 3252 3232 1894 1790 772 209 1338 8274 4510 3773 737 455 242 213 53 1317 3747 153 3594 3764 282 3743 3719 94 261 3625 104 41 cat_boundaries=0 4 5 8 12 16 17 21 25 29 30 34 35 37 38 cat_threshold=201327360 2113616 3278520320 163872 1137 256 16 35651584 67108864 64 1078460416 32768 4195353 3357124616 537205760 16785920 968 0 32768 264192 8704 0 16384 2183151616 32 312989830 335548708 268443957 33555459 1025 16777216 54526977 8388608 16400 1 8 2147483648 582 is_linear=0 shrinkage=0.01 Tree=14 num_leaves=36 num_cat=8 split_feature=25 8 10 7 25 7 2 0 25 1 8 1 25 10 2 25 18 1 25 5 25 25 26 1 26 8 26 13 12 4 4 4 15 19 10 split_gain=483440 332195 196030 78669 39271.9 33284.9 23145 26256.5 22746.2 29588.6 16376.9 12177.4 5738.6 6044.45 4590.87 2986.43 2607.49 1513.33 1435.79 1243.95 1259 2251.38 780.486 700.379 649.128 577.197 491.232 300.716 155.014 111.348 106.713 77.3498 28.4626 23.6327 14.8793 threshold=0 284.98750000000007 279.07800000000003 162.18600000000004 1 239.51250000000002 255.10500000000002 293.85000000000008 2 51.072690000000009 46.655499999999996 36.127320000000005 3 30.599500000000003 55.082710000000006 4 27.420000000000005 77.992500000000021 5 48.477070000000005 6 7 2022.5000000000002 148.98750000000004 2022.5000000000002 111.46000000000001 2022.5000000000002 11.400000000000002 14.253750000000002 5.9047039999999997 20.914000000000005 12.420000000000002 4.7872500000000002 1.7415520000000002 46.946300000000001 decision_type=9 2 2 2 9 2 2 2 9 2 2 2 9 2 2 9 2 2 9 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 11 -5 7 -6 9 10 12 24 18 14 -14 28 19 -11 26 20 27 -22 -20 -19 -1 -12 -2 -17 29 32 31 -31 33 -10 -15 right_child=8 -3 -4 5 6 -7 -8 -9 15 17 25 -13 13 34 -16 16 -18 23 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 30 -32 -33 -34 -35 -36 leaf_value=0.23877073933759074 0.076376365252903533 1.434593354701996 1.1230899505615235 0.78240435341993975 0.08259625506373329 0.27895384361004011 0.37325357905749618 0.43884146440596811 -0.039599369936836 0.24384531743598709 0.20256912095206125 -0.0019475708007812502 -0.017510488707682723 0.10019342724978923 0.096183998717202068 -0.034952685443297708 0.077463003272811581 0.11250796987009901 0.025363720329246713 0.040623320120352288 -0.028264332549368533 -0.0071181485550099299 -0.0053256484802733078 0.19238450195478357 0.27113729429639077 0.13496015590170157 0.035860414672316168 0.0040469877719879147 -0.013663804332415264 -0.029592440509796144 -0.047312175709268323 -0.0074338479664014731 -0.030830331883932416 -0.030030921284969037 0.11224540506090437 leaf_weight=127 63 20 20 24 1397 29 29 21 3580 33 28 20 2638 20 36 1729 24 21 201 27 2007 703 141 23 121 23 57 20 24 50 23 23 38 26 21 leaf_count=127 63 20 20 24 1397 29 29 21 3580 33 28 20 2638 20 36 1729 24 21 201 27 2007 703 141 23 121 23 57 20 24 50 23 23 38 26 21 internal_value=0 0.152113 0.138618 0.127481 0.115755 0.506931 0.0929492 0.0878721 -0.0232825 -0.00107259 -0.00569704 0.226952 -0.00855086 -0.0140804 -0.0159798 -0.0321421 -0.0264338 0.192655 0.0237351 -0.0270486 -0.0274583 -0.0228251 0.01235 0.154262 0.254562 0.172079 0.0527366 -0.0343105 -0.0388937 -0.0391596 -0.028529 -0.022611 -0.0394397 -0.0395304 0.106366 internal_weight=0 1808 1788 1768 1715 53 1447 1418 11579 3305 3228 268 3177 2715 2674 8274 4510 77 462 4486 4459 2710 342 44 248 51 120 1749 3764 3740 96 73 3644 3606 41 internal_count=13387 1808 1788 1768 1715 53 1447 1418 11579 3305 3228 268 3177 2715 2674 8274 4510 77 462 4486 4459 2710 342 44 248 51 120 1749 3764 3740 96 73 3644 3606 41 cat_boundaries=0 4 8 12 16 20 24 28 32 cat_threshold=201327360 2113616 3278520320 163872 0 16400 36175872 163840 4195353 3357124616 537205760 16785920 8 622592 329728 16785920 312989830 335548708 268443957 33555459 0 32768 65536 8704 1628438624 8652417 202408072 67592 524288 50331650 576 8405268 is_linear=0 shrinkage=0.01 Tree=15 num_leaves=41 num_cat=15 split_feature=25 4 25 24 26 1 4 25 10 4 1 0 6 25 24 24 25 8 1 3 26 24 10 15 10 25 0 25 0 24 24 25 26 6 25 26 13 12 10 0 split_gain=389852 226956 73652 139886 157176 123716 66246.4 58589.8 42521.6 25024.7 24298.5 20745 17504.6 13885.5 21489.2 12861.4 11137.1 6487.11 6315.89 5699.1 3968.43 3619.13 8729.26 3249.63 3206.07 2972.1 2805.34 2787.31 2779.91 2699.61 2575.2 2005.81 1515.64 1483.39 1222.25 1294.69 675.575 186.894 144.333 5.0908 threshold=0 27.015000000000004 1 2 2022.5000000000002 21.947000000000003 272.07425000000006 3 33.104025000000007 149.69580000000005 211.12500000000003 61.945750000000004 183.80721500000004 4 5 6 7 65.790000000000006 33.667500000000011 34.992772500000008 2022.5000000000002 8 30.599500000000003 36.690000000000005 131.43000000000004 9 157.57350000000002 10 6.3720000000000008 11 12 13 2022.5000000000002 3.2070000000000003 14 2022.5000000000002 1.0216500000000004 5.9047039999999997 22.320000000000004 59.752500000000005 decision_type=9 2 9 1 2 2 2 9 2 2 2 2 2 9 1 1 9 2 2 2 2 1 2 2 2 9 2 9 2 1 1 9 2 2 9 2 2 2 2 2 left_child=1 2 3 20 -5 15 9 8 11 -3 18 12 13 19 -15 32 17 21 -7 -2 -1 22 25 27 -10 -9 -13 37 29 -17 31 -29 -4 -32 35 -23 -36 38 -18 -30 right_child=7 6 5 4 -6 10 -8 16 24 -11 -12 26 -14 14 -16 28 23 -19 -20 -21 -22 34 -24 -25 -26 -27 -28 30 39 -31 33 -33 -34 -35 36 -37 -38 -39 -40 -41 leaf_value=-0.029561507208593962 -0.019585139201912859 0.67957316206347562 0.13433878700256346 0.22097663113328278 0.95469104937144689 0.74311786174774175 1.0853664998654966 0.046834806214391664 0.42350945493449338 0.26314958731333415 0.20012270041874478 0.30823381968906949 0.30868494011106945 -0.0082542296568863093 0.09677635079448664 -0.019666042612946553 -0.040754249398413496 0.1618529304591092 0.51370035870869957 0.15168897891044616 0.089002564083446159 -0.026809433460924667 0.19435519695281983 0.078571366713597227 0.25465315710414538 -0.0068506753091020769 0.16279867086145614 -0.035955971371542453 -0.052720356225967414 0.037944449309259651 -0.034097412738569532 -0.0064493298407868336 0.083319081647680454 -0.0046172123928036957 -0.036089038846234905 0.00044945370650019737 0.01185944059202748 -0.017351613710908331 -0.067699806213378913 -0.059326069355010988 leaf_weight=58 679 31 125 61 56 20 27 103 23 27 21 21 21 374 402 105 3281 22 30 20 55 346 23 26 22 1174 36 316 20 310 3298 837 109 180 564 351 31 34 20 28 leaf_count=58 679 31 125 61 56 20 27 103 23 27 21 21 21 374 402 105 3281 22 30 20 55 346 23 26 22 1174 36 316 20 310 3298 837 109 180 564 351 31 34 20 28 internal_value=0 0.178513 0.137914 0.292179 0.527105 0.0867804 0.676196 -0.0186164 0.0376846 0.485721 0.485577 0.0291396 0.0220054 0.0179239 0.046695 0.047402 -0.0271267 -0.00910549 0.605467 -0.0144775 0.0258583 -0.0105917 0.00126054 -0.0330023 0.340957 -0.00220741 0.21638 -0.0334079 0.0151482 0.0238087 -0.0281122 -0.0147758 0.106042 -0.0324783 -0.022354 -0.0128972 -0.0330357 -0.0405556 -0.0409175 -0.0565737 internal_weight=0 1083 998 230 117 768 85 12204 1598 58 71 1553 1496 1475 776 697 10606 2614 50 699 113 2592 1300 7992 45 1277 57 7966 463 415 4631 1153 234 3478 1292 697 595 3335 3301 48 internal_count=13287 1083 998 230 117 768 85 12204 1598 58 71 1553 1496 1475 776 697 10606 2614 50 699 113 2592 1300 7992 45 1277 57 7966 463 415 4631 1153 234 3478 1292 697 595 3335 3301 48 cat_boundaries=0 4 7 8 12 15 16 17 20 21 24 28 29 30 34 37 cat_threshold=768 2097232 2154299648 32768 0 16 6816000 2331 201342977 2147581952 1627602944 16785952 67108864 2147483648 553779200 1992 368 4195352 1213729416 268290 3123 8 524288 262144 1378127878 67138852 33596980 132099 516 1027 16842752 268435457 1 33554456 4195328 5242880 4096 is_linear=0 shrinkage=0.01 Tree=16 num_leaves=16 num_cat=0 split_feature=10 7 8 4 2 7 1 3 4 4 2 1 3 3 7 split_gain=261108 155609 70186.7 43265.7 83412 33054.1 28016.8 30038.2 20005.7 16255.1 12920 9361.31 9010.65 6789.26 1544.65 threshold=279.07800000000003 162.18600000000004 263.93200000000007 27.535980000000006 15.306500000000002 218.62500000000003 31.872000000000003 2.8373970000000006 30.614000000000001 93.825000000000017 255.10500000000002 36.127320000000005 11.141100000000002 177.71725000000004 333.3454000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 8 -3 10 11 -5 -6 13 -8 -10 -1 -7 right_child=-2 5 -4 4 9 14 7 -9 12 -11 -12 -13 -14 -15 -16 leaf_value=-0.013907806857516188 1.0186103094100951 0.79550499575478695 0.50249057928721108 0.32629708937623286 0.32247446264539448 0.27735568133989968 0.24088372786839801 0.3955001228533942 -0.0074198192115207872 0.68571042039177643 0.17373446876938278 0.032197924020871953 0.20466537193818524 0.094535599988082364 0.39081099390983581 leaf_weight=12492 25 21 27 22 28 30 24 29 224 22 37 206 22 58 20 leaf_count=12492 25 21 27 22 28 30 24 29 224 22 37 206 22 58 20 internal_value=0 -0.00432799 -0.00684105 -0.00788571 0.10734 0.46257 -0.0107381 0.0922142 0.0373848 0.482298 -0.0128565 0.0539738 0.0115471 -0.0134066 0.322738 internal_weight=0 13262 13191 13164 318 71 12846 259 268 50 12587 230 246 12550 50 internal_count=13287 13262 13191 13164 318 71 12846 259 268 50 12587 230 246 12550 50 is_linear=0 shrinkage=0.01 Tree=17 num_leaves=16 num_cat=0 split_feature=10 7 8 0 0 2 4 7 1 3 0 13 2 7 0 split_gain=255912 152512 68790 50291 40565.5 37833.2 54470.1 32396.3 26785.2 83280.8 24460.6 15204.8 4584.46 1513.91 23.9378 threshold=279.07800000000003 162.18600000000004 263.93200000000007 172.87500000000003 220.33000000000001 54.277999999999999 1.1888500000000002 218.62500000000003 51.072690000000009 1.1528500000000002 344.25000000000006 27.600000000000005 255.10500000000002 333.3454000000001 250.05000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 8 12 -3 11 -10 14 -1 -7 -9 -6 right_child=-2 7 -4 4 10 6 -8 13 9 -11 -12 -13 -14 -15 -16 leaf_value=-0.014139273573072675 1.0084242240905763 0.78754993620372959 0.49746569244949906 0.5096329736709595 -0.053227996110916137 0.038803887844085692 0.61574554670424686 0.27458212939898174 0.033056686717175668 0.71871968245506279 0.34111321008723716 0.10727133167477755 0.16620901559528553 0.38690287852287292 -0.068041148185729983 leaf_weight=12617 25 21 27 32 20 110 21 30 155 20 23 104 38 20 24 leaf_count=12617 25 21 27 32 20 110 21 30 155 20 23 104 38 20 24 internal_value=0 -0.00428471 -0.00677264 -0.00780686 0.21673 -0.00950829 0.139142 0.457945 -0.0114563 0.111418 0.0768367 -0.0131467 0.071516 0.31951 -0.0613079 internal_weight=0 13262 13191 13164 99 13065 169 71 12896 175 67 12721 148 50 44 internal_count=13287 13262 13191 13164 99 13065 169 71 12896 175 67 12721 148 50 44 is_linear=0 shrinkage=0.01 Tree=18 num_leaves=34 num_cat=7 split_feature=25 4 25 26 5 25 10 4 0 2 0 5 6 25 4 5 25 2 8 2 3 10 15 0 25 0 4 5 25 6 6 10 12 split_gain=377633 220457 69226.9 73393.2 71880.1 56582.7 40891.4 38217.6 46593.2 20272.8 19850.7 18291.9 17122.5 13513.9 11411.8 10945 10826 6578.05 6213.47 4657.98 5087.52 3202.95 3167.44 2778.58 2772.26 2443.79 3861.94 1648.67 1090.24 1035.26 674.91 186.086 146.807 threshold=0 272.07425000000006 1 2022.5000000000002 27.130000000000006 2 33.104025000000007 27.015000000000004 176.53925000000004 228.18750000000003 61.945750000000004 228.56250000000003 183.80721500000004 3 99.322500000000019 8.3918550000000014 4 35.202750000000009 65.790000000000006 14.462000000000002 7.2030000000000003 131.43000000000004 36.690000000000005 157.57350000000002 5 12.195500000000001 2.6475000000000004 48.477070000000005 6 3.2070000000000003 2.1315000000000004 25.164000000000005 14.253750000000002 decision_type=9 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=1 2 3 -1 7 6 10 8 9 -4 12 -6 13 17 -9 -15 18 -2 19 25 30 -8 24 -12 31 28 -27 29 -7 -26 -21 32 -18 right_child=5 -3 4 -5 11 16 21 14 -10 -11 23 -13 -14 15 -16 -17 22 -19 -20 20 -22 -23 -24 -25 27 26 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.1445016248686975 -0.019788014016200586 1.0696238012667056 0.041576525988385959 0.49954373573002064 0.59944495495627903 -0.0049309833170683749 0.41695547850235648 0.54105902558281305 0.49015653553009031 0.3646017436981201 0.30323592344919842 0.22938443855805829 0.30521618593306771 0.037086882468604261 0.21138706525166828 0.19453087171341513 -0.039546679261703681 0.16422018218040468 0.1584297199682756 0.0030986719536331463 0.15263099492499321 0.24818118041211906 0.077710006970625661 0.15849599354796939 -0.028803457064462853 0.0044242607951164251 0.14630054739388554 0.063356243371963508 -0.020765193252852469 -0.0069085973461991872 0.066433140754699707 -0.069972521305084232 -0.014201356431712275 leaf_weight=119 679 27 680 114 34 621 23 21 25 20 21 22 21 729 21 47 3587 20 22 106 33 22 26 36 4088 150 22 20 1640 228 20 20 23 leaf_count=119 679 27 680 114 34 621 23 21 25 20 21 22 21 729 21 47 3587 20 22 106 33 22 26 36 4088 150 22 20 1640 228 20 20 23 internal_value=0 0.175728 0.154537 0.305118 0.106899 -0.0182878 0.0370404 0.0829457 0.0659558 0.0508058 0.0286613 0.454064 0.0216826 0.0176459 0.376223 0.0460296 -0.0266511 -0.0143183 -0.00888429 -0.0103387 0.0421003 0.334444 -0.0324439 0.211821 -0.0328442 -0.0137656 0.0225712 -0.0271644 -0.0165299 -0.0276468 0.0131518 -0.0394451 -0.0393852 internal_weight=0 1083 1056 233 823 12204 1598 767 725 700 1553 56 1496 1475 42 776 10606 699 2614 2592 159 45 7992 57 7966 2433 172 4336 2261 4316 126 3630 3610 internal_count=13287 1083 1056 233 823 12204 1598 767 725 700 1553 56 1496 1475 42 776 10606 699 2614 2592 159 45 7992 57 7966 2433 172 4336 2261 4316 126 3630 3610 cat_boundaries=0 4 7 11 14 17 21 24 cat_threshold=768 2097232 2154299648 32768 256 16 4718848 201342977 2147581952 1627602944 16785952 67108864 2147483648 553779200 4195352 1213729416 268290 1386516486 67138852 33596981 132099 4194312 4719240 264192 is_linear=0 shrinkage=0.01 Tree=19 num_leaves=37 num_cat=13 split_feature=25 4 25 26 5 25 24 26 10 0 0 5 6 25 24 13 25 8 24 10 10 25 0 25 24 26 24 5 6 25 0 13 12 6 10 6 split_gain=370119 216070 67849.3 71932.6 70449.6 55457.2 54561 43665.2 40077.7 26720.9 19455.7 17927.9 16781.8 13245 21226.2 10954.3 10609.6 6089.9 3559.78 8456.57 3139.22 2899.55 2723.29 2656.46 2617.74 3943.69 2330.23 1521.27 1407.38 1204.4 1253.8 627.745 162.845 121.145 97.2906 93.1294 threshold=0 272.07425000000006 1 2022.5000000000002 27.130000000000006 2 3 2022.5000000000002 33.104025000000007 176.53925000000004 61.945750000000004 228.56250000000003 183.80721500000004 4 5 21.904000000000003 6 65.790000000000006 7 30.599500000000003 131.43000000000004 8 157.57350000000002 9 10 2022.5000000000002 11 48.477070000000005 1.4743540000000002 12 10.446600000000002 1.0216500000000004 14.253750000000002 8.3638550000000009 22.320000000000004 22.374000000000006 decision_type=9 2 9 2 2 9 1 2 2 2 2 2 2 9 1 2 9 2 1 2 2 9 2 9 1 2 1 2 2 9 2 2 2 2 2 2 left_child=1 2 3 -1 6 8 7 -4 10 15 12 -6 13 26 -15 -8 17 18 19 21 -10 -7 -12 32 25 -25 -2 28 -26 30 -20 -31 33 34 -18 -35 right_child=5 -3 4 -5 11 16 9 -9 20 -11 22 -13 -14 14 -16 -17 23 -19 29 -21 -22 -23 -24 24 27 -27 -28 -29 -30 31 -32 -33 -34 35 -36 -37 leaf_value=0.14305660969069023 0.0045620836690068245 1.0589275794559054 0.11242824594739456 0.49454830332806238 0.59345047824523034 0.046536922834615795 0.020984521653961773 0.47886453994115197 0.41278594017028808 0.37593208333720335 0.3002035645076207 0.22709059975363993 0.3021640432448614 -0.0090127251312757534 0.095335878342100722 0.25893116092681889 -0.03874312573774024 0.15684541420503098 -0.016970076461162237 0.1915713269814201 0.2456993742422624 -0.0064871774762365469 0.15691103157069949 0.03836634101493186 -0.030829301506256155 -0.031736102181322431 -0.031760204513975973 0.058210005998611453 -0.0064768499882495783 -0.035451375757548823 0.029474957920610906 0.010768613276943085 -0.011357643387534403 -0.012032713135083518 -0.060858564853668209 -0.038166003799438478 leaf_weight=119 342 27 71 114 34 103 593 60 23 23 21 22 21 374 402 20 3686 22 633 23 22 1174 36 152 3613 170 357 20 254 564 64 31 22 30 20 25 leaf_count=119 342 27 71 114 34 103 593 60 23 23 21 22 21 374 402 20 3686 22 633 23 22 1174 36 152 3613 170 357 20 254 564 64 31 22 30 20 25 internal_value=0 0.173971 0.152991 0.302067 0.10583 -0.0181052 0.0821162 0.260385 0.03667 0.0406639 0.0283747 0.449523 0.0214658 0.0174694 0.0455693 0.0287479 -0.0263849 -0.00879642 -0.0102363 0.0015145 0.331099 -0.00189675 0.209703 -0.0321195 -0.0264116 0.0013149 -0.0141751 -0.028706 -0.0292297 -0.021902 -0.0125257 -0.0324971 -0.0383837 -0.0386438 -0.0388625 -0.0239115 internal_weight=0 1083 1056 233 823 12204 767 131 1598 636 1553 56 1496 1475 776 613 10606 2614 2592 1300 45 1277 57 7992 4209 322 699 3887 3867 1292 697 595 3783 3761 3706 55 internal_count=13287 1083 1056 233 823 12204 767 131 1598 636 1553 56 1496 1475 776 613 10606 2614 2592 1300 45 1277 57 7992 4209 322 699 3887 3867 1292 697 595 3783 3761 3706 55 cat_boundaries=0 4 7 11 12 15 16 19 20 23 27 28 29 32 cat_threshold=768 2097232 2154299648 32768 256 16 4718848 201342977 2147581952 1627602944 16785952 34 67108864 2147483648 553779200 1992 4195352 1213729416 268290 3123 8 524288 262144 1386647558 67138852 42549 148483 1 1241 4195328 5242880 4096 is_linear=0 shrinkage=0.01 Tree=20 num_leaves=47 num_cat=14 split_feature=25 24 0 25 1 4 1 7 25 4 5 24 25 26 25 2 3 2 4 24 25 24 0 7 6 2 1 24 10 21 9 21 26 0 25 24 25 5 1 2 21 2 7 26 21 26 split_gain=376134 157326 180605 83001.7 66625.1 79499.6 59920.8 50090.8 50077.5 42029 29663 28050 24771.5 14285.3 12349.4 15128.6 12837.7 9702.39 7975.58 7867.78 5713.55 6436.44 5127.31 4883.19 4959.84 4980.61 4633.57 3527.67 5826.69 2883.39 2513.7 2503.39 2666.06 1858.29 1613.48 3106.7 4486.25 2249.59 765.017 512.636 453.941 233.628 114.469 112.849 22.2329 21.2168 threshold=0 1 115.96500000000002 2 105.004 27.015000000000004 228.18750000000003 32.222640000000006 3 199.12500000000003 172.87500000000003 4 5 2022.5000000000002 6 33.286525000000005 12.158500000000002 228.18750000000003 2.1940000000000004 7 8 9 61.945750000000004 11.127350000000002 21.624000000000002 17.791185000000006 14.418000000000001 10 30.599500000000003 1.0000000180025095e-35 9.5602500000000017 11.735860000000002 2022.5000000000002 2.822397 11 12 13 35.627500000000005 17.461005000000004 55.082710000000006 3.2070000000000003 29.010000000000002 16.858500000000003 2022.5000000000002 30.718500000000006 2022.5000000000002 decision_type=9 1 2 9 2 2 2 2 9 2 2 1 9 2 9 2 2 2 2 1 9 1 2 2 2 2 2 1 2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 12 -6 18 10 -7 11 23 13 -3 15 22 39 19 33 -14 21 26 27 24 25 -2 -13 30 -29 34 -10 32 -31 -1 41 36 -36 -37 -23 -17 -34 42 -16 -5 -33 -22 right_child=8 4 -4 43 6 9 -8 -9 14 -11 -12 20 17 -15 29 16 -18 -19 -20 -21 45 38 -24 -25 -26 -27 -28 28 -30 31 -32 44 40 -35 35 37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.13243284301324326 0.11987177664423224 0.084324626999516636 1.0386120183540113 0.49881947664653553 0.76880477813573989 0.81114695262908942 0.075887062946955366 0.62137473058700565 -0.00052709557254913082 0.19044937670230866 0.41761742637270971 0.034824688273643142 0.038337587170230537 0.31691004908603171 -0.037194002016696287 0.083288946290810892 0.34930563664436343 0.2262625117301941 -0.055629748568452639 -0.032412764720618721 -0.051798136605156787 -0.037054025403569252 0.1015741195678711 -0.051135789553324387 -0.049019002437591552 -0.038064714159284321 0.19332680535316468 -0.023128538988574206 0.14065699620680375 -0.028335192637010054 0.07685876862569288 -0.033227103233337399 0.074027904033660885 0.030711297035217286 -0.032116948162690243 -0.032010013996192417 0.01970136669418979 0.058004085847309657 0.028175339132547376 0.023226987079337791 0.14059614522116523 -0.0027726999223232269 -0.018490970893339679 0.48079461258901673 -0.048137816905975343 -0.058703508918935603 leaf_weight=176 406 62 33 68 26 20 24 20 912 24 21 237 299 46 3908 30 20 20 29 310 90 178 40 21 20 21 20 1710 22 22 44 20 20 20 332 3295 318 28 20 27 21 20 33 71 20 88 leaf_count=176 406 62 33 68 26 20 24 20 912 24 21 237 299 46 3908 30 20 20 29 310 90 178 40 21 20 21 20 1710 22 22 44 20 20 20 332 3295 318 28 20 27 21 20 33 71 20 88 internal_value=0 0.163336 0.321 0.26769 0.0813429 0.0596661 0.436204 0.136222 -0.0184352 0.472585 0.0449156 0.0382148 0.0350142 0.167847 -0.0250265 -0.00688433 0.131324 0.00938886 0.0991517 0.00242074 -0.00581627 0.0130922 -0.0108106 0.0958459 0.104895 0.112104 0.0453932 -0.012483 -0.0209273 -0.0313419 0.00300318 0.0211884 0.0604715 0.122053 -0.0320634 -0.0272083 -0.00685144 -0.0311578 -0.0290005 0.0548385 0.108124 -0.0367715 -0.0370374 0.456753 -0.0406825 -0.0522752 internal_weight=0 1248 417 384 831 781 50 245 11964 44 1122 1101 737 108 10842 2805 77 629 225 609 633 455 2728 468 447 427 257 2688 1732 8037 956 103 63 196 7934 3973 650 3323 198 57 41 3961 3941 139 40 178 internal_count=13212 1248 417 384 831 781 50 245 11964 44 1122 1101 737 108 10842 2805 77 629 225 609 633 455 2728 468 447 427 257 2688 1732 8037 956 103 63 196 7934 3973 650 3323 198 57 41 3961 3941 139 40 178 cat_boundaries=0 4 5 8 12 13 17 21 22 26 27 28 32 33 37 cat_threshold=67109632 2113616 3228172288 163840 3168 512 2097216 1074266112 134217737 622592 50675712 8736 2101 0 16 655360 32768 4195344 2287085696 536877056 16777216 792 134217737 589824 16384 512 1602 1545 1387696134 75502892 8398133 1034 3 554237984 1 0 41943040 is_linear=0 shrinkage=0.01 Tree=21 num_leaves=43 num_cat=15 split_feature=25 24 0 25 3 8 7 25 25 24 26 8 25 24 2 11 0 24 25 3 8 2 3 26 24 3 0 24 18 26 0 25 24 8 8 8 25 26 2 12 26 26 split_gain=368652 154194 177011 81350 65387 53250 49094 49081.1 45308.6 29009.8 21635 17513.2 9612.11 9120.39 15327.8 7965.82 7703.78 8069.66 7416.34 6421.8 6337.94 5337.92 8636.42 4656.79 4620.87 4576.67 3801.94 3295.53 3030.51 2611.93 2143.44 2140.38 3178.93 1738.73 1083.95 1696.43 475.764 486.864 331.074 206.746 110.603 22.7864 threshold=0 1 115.96500000000002 2 39.495000000000012 172.87500000000003 32.222640000000006 3 4 5 2022.5000000000002 44.780000000000008 6 7 31.872000000000003 3.5300000000000007 64.437500000000014 8 9 2.2169500000000002 14.442750000000002 14.462000000000002 7.2030000000000003 2022.5000000000002 10 216.24000000000004 61.945750000000004 11 30.162700000000005 2022.5000000000002 5.3098230000000006 12 13 8.095500000000003 89.585000000000008 56.662140000000008 14 2022.5000000000002 21.660000000000004 14.253750000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 9 2 2 2 9 9 1 2 2 9 1 2 2 2 1 9 2 2 2 2 2 1 2 2 1 2 2 2 9 1 2 2 2 9 2 2 2 2 2 left_child=1 2 3 6 5 8 19 9 10 20 -3 12 21 14 -10 16 17 23 -19 33 24 26 38 -11 29 -6 27 -9 31 -2 -15 39 -33 -1 35 -13 37 -26 -23 -14 -5 -38 right_child=7 4 -4 40 25 -7 -8 11 13 15 -12 34 28 30 -16 -17 -18 18 -20 -21 -22 22 -24 -25 36 -27 -28 -29 -30 -31 -32 32 -34 -35 -36 -37 41 -39 -40 -41 -42 -43 leaf_value=0.12670395744579463 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23 27 20 127 48 90 25 71 121 leaf_count=179 86 74 33 68 21 20 20 811 287 93 60 21 3746 278 26 31 21 154 186 23 31 23 33 81 58 32 31 1463 32 85 33 1129 3391 23 27 20 127 48 90 25 71 121 internal_value=0 0.161703 0.31779 0.265013 0.0805302 0.058347 0.13486 -0.018251 0.0449085 0.0444664 0.204574 -0.0247764 -0.0258089 0.00722722 0.0446523 0.0943781 0.105076 0.0974059 0.0625445 0.0981602 -0.00711264 -0.00827687 0.0503266 0.153131 -0.0154448 0.421357 -0.0120247 -0.0135243 -0.0309247 0.0266197 -0.0306562 -0.0313368 -0.0264175 0.116187 0.135179 0.10278 -0.0355129 -0.0137536 0.00876346 -0.0370648 0.452185 -0.0439196 internal_weight=0 1248 417 384 831 778 245 11964 758 1122 134 10842 10774 624 313 566 535 514 340 225 556 2451 146 174 525 53 2305 2274 8323 171 311 8291 4520 202 68 41 354 106 113 3771 139 248 internal_count=13212 1248 417 384 831 778 245 11964 758 1122 134 10842 10774 624 313 566 535 514 340 225 556 2451 146 174 525 53 2305 2274 8323 171 311 8291 4520 202 68 41 354 106 113 3771 139 248 cat_boundaries=0 4 5 8 12 16 17 21 22 23 24 25 26 30 31 32 cat_threshold=67109632 2113616 3228172288 163840 3168 512 2097216 1074266112 134217737 622592 50675712 8736 0 64 655360 32768 970 4195344 2152867968 536877056 16777216 533 20 134217729 576 1545 1387679750 75502892 8398261 1034 1027 134217728 is_linear=0 shrinkage=0.01 Tree=22 num_leaves=38 num_cat=7 split_feature=25 7 0 25 5 5 25 1 5 4 4 25 2 3 2 26 0 6 2 7 6 5 9 3 21 21 26 25 5 25 25 2 21 12 2 6 21 split_gain=361314 130490 143928 48119.3 33283.6 66072.2 34939 30843.1 28973.4 24312.5 32056.5 11880.6 14664.8 12448 11034.8 9207.47 4937.83 4748.37 4067.17 3896.45 3684.3 4280.56 3158.28 14958.2 2815.72 2451.13 2616.38 1618.22 1454.16 1338.32 1013.63 502.017 443.577 250.472 236.25 47.6534 21.871 threshold=0 36.89500000000001 344.25000000000006 1 25.505000000000003 199.12500000000003 2 26.955000000000002 172.87500000000003 27.015000000000004 109.45500000000001 3 33.286525000000005 12.158500000000002 114.45000000000002 2022.5000000000002 61.945750000000004 26.548985000000005 63.49965000000001 239.51250000000002 4.1660000000000013 16.176000000000005 7.7839999999999998 7.2030000000000003 1.0000000180025095e-35 11.735860000000002 2022.5000000000002 4 48.477070000000005 5 6 55.082710000000006 3.2070000000000003 14.253750000000002 28.066500000000001 109.45500000000001 30.718500000000006 decision_type=9 2 2 9 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 9 9 2 2 2 2 2 2 left_child=1 2 4 8 6 -6 9 19 17 14 -11 12 16 31 -1 -8 22 18 20 -3 21 -2 30 -24 27 26 -26 33 29 -29 -5 -14 -28 34 -13 -19 -27 right_child=3 7 -4 11 5 -7 15 -9 -10 10 -12 24 13 -15 -16 -17 -18 35 -20 -21 -22 -23 23 -25 25 36 32 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.04597047194751383 0.046785570618255154 0.54378735293512759 0.93788664145903156 -0.0013006893970705718 0.70737352337156023 0.059680703745947944 0.14927073481423514 0.91498118162155151 0.41237323034377327 0.57826212269919264 0.084055347851344511 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0.0374061 0.04184 0.448976 0.0454841 0.0426567 -0.0122415 0.0383453 -0.0307235 0.021187 0.0600579 -0.0314361 -0.026861 -0.02737 -0.0145641 0.0540231 0.107264 -0.0364333 -0.0367309 -0.0598623 -0.0400347 internal_weight=0 1248 1179 11964 1157 64 1093 69 1122 761 56 10842 2805 77 705 332 2728 1101 1053 49 1018 996 2688 118 8037 103 63 7934 4208 4184 2570 57 41 3726 3704 48 40 internal_count=13212 1248 1179 11964 1157 64 1093 69 1122 761 56 10842 2805 77 705 332 2728 1101 1053 49 1018 996 2688 118 8037 103 63 7934 4208 4184 2570 57 41 3726 3704 48 40 cat_boundaries=0 4 8 11 15 19 23 27 cat_threshold=67109632 2113616 3228172288 163840 134217737 622592 50675712 8736 768 2097216 3221225472 4195344 2287085696 536877056 16777216 1387663366 75502892 8398133 1098 16812128 268697603 470810816 8472581 4194304 4202624 6144 16777216 is_linear=0 shrinkage=0.01 Tree=23 num_leaves=41 num_cat=14 split_feature=25 24 0 25 1 1 8 25 25 5 24 8 5 1 25 2 24 25 8 25 2 1 0 26 18 26 2 24 25 24 25 26 26 8 8 2 26 11 26 26 split_gain=354126 150904 172034 79589.5 64327.9 58209.8 50257.5 63896.7 47358.8 28191.8 25541.8 16986 13506.1 10937.8 9570.06 9366.7 9345.89 9609.64 11464.8 6860.12 4976.98 3771.09 3679.1 3383.87 2965.68 2655.94 2253.6 2217.94 1999.65 3092.68 1959.19 1715.88 1371.71 1040.31 1658.94 617.069 121.958 120.534 113.205 18.1734 threshold=0 1 115.96500000000002 2 105.004 228.18750000000003 206.27675000000002 3 4 172.87500000000003 5 44.780000000000008 11.555000000000001 6.3720000000000008 6 238.08750000000003 7 8 11.177000000000001 9 14.462000000000002 3.4510000000000005 61.945750000000004 2022.5000000000002 30.162700000000005 2022.5000000000002 17.424400000000006 10 11 12 13 2022.5000000000002 2022.5000000000002 89.585000000000008 56.662140000000008 65.112000000000009 2022.5000000000002 15.198237000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 9 2 2 2 9 9 2 1 2 2 2 9 2 1 9 2 9 2 2 2 2 2 2 2 1 9 1 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 12 6 -6 7 31 9 10 21 14 13 38 20 19 30 18 -18 -9 22 25 27 -19 28 -2 -22 -10 37 -30 32 -3 -12 34 -13 -28 -5 -16 -1 -32 right_child=8 4 -4 36 5 -7 -8 15 11 -11 16 33 -14 -15 24 -17 17 23 -20 -21 26 -23 -24 -25 -26 -27 35 -29 29 -31 39 -33 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=0.13382887859155637 0.13062887710332871 0.22731915260428814 1.0132285008285984 0.48753322797663073 0.7547052306395311 0.071752548416455592 0.55172365880012519 0.013391238956777882 0.00080538117197413316 0.40824949741363525 -0.028935613086424675 0.16370279085068476 0.38666190671920775 -0.073317650159200026 -0.036525267743199009 0.21449450039863585 0.00071000172318638982 0.15955337097770289 0.24652011275291444 -0.063119923445486253 0.14690829730033875 0.024610377311706545 0.096752469770369984 0.066374502301216123 0.065731328097172081 0.21374945808101345 0.042742275918755575 -0.019894143276139999 -0.011391090640514908 -0.030796064910402349 -0.047860300167497379 0.30196053825972374 0.028556318433887985 0.18156574143303764 0.036445591688156129 -0.015408898158506915 0.46879495291642742 -0.011910161802545189 0.14895470091362589 -0.054347850375705296 leaf_weight=101 80 67 33 68 26 24 20 472 789 21 83 21 20 27 3728 20 370 76 20 145 20 20 31 80 32 74 107 1524 1134 3409 83 57 83 27 20 22 71 20 97 90 leaf_count=101 80 67 33 68 26 24 20 472 789 21 83 21 20 27 3728 20 370 76 20 145 20 20 31 80 32 74 107 1524 1134 3409 83 57 83 27 20 22 71 20 97 90 internal_value=0 0.158485 0.312862 0.260822 0.0782186 0.426888 0.0568982 0.0438936 -0.0178879 0.0450157 0.0382379 -0.0241654 0.132231 0.115492 -0.0251781 0.00148513 0.0153452 0.0406999 0.0129828 -0.00539548 -0.00787143 0.145435 -0.0114654 0.105036 -0.0303161 0.17057 0.0481382 -0.0129157 -0.0307234 -0.025988 -0.0254877 0.242105 -0.000178872 0.133367 0.101626 0.032825 0.445884 -0.0362971 0.141239 -0.0484356 internal_weight=0 1248 417 384 831 50 781 761 11964 1080 1059 10884 245 225 10816 637 885 546 390 617 2493 174 2344 156 8323 154 149 2313 8291 4543 339 124 166 68 41 129 139 3748 198 173 internal_count=13212 1248 417 384 831 50 781 761 11964 1080 1059 10884 245 225 10816 637 885 546 390 617 2493 174 2344 156 8323 154 149 2313 8291 4543 339 124 166 68 41 129 139 3748 198 173 cat_boundaries=0 4 5 8 12 16 17 20 21 25 28 29 33 34 35 cat_threshold=67109632 2113616 3228172288 163840 3168 512 2097216 1074266112 0 64 524288 32768 134217737 98304 50677760 16785952 20 4195344 2153392256 536875008 904 134217729 32768 50331648 16777216 67109632 2097168 131072 1576 1387679750 75502892 8398133 1034 1027 134217729 is_linear=0 shrinkage=0.01 Tree=24 num_leaves=16 num_cat=0 split_feature=8 7 0 0 0 3 3 5 2 13 1 2 7 3 0 split_gain=168438 127302 122521 52394.4 70958.6 27037.9 22082.7 18261.2 14540.5 14741.6 14069.6 11496.2 5635.42 2842.44 902.892 threshold=312.55000000000013 162.18600000000004 172.87500000000003 220.33000000000001 344.25000000000006 175.26000000000002 263.93200000000007 279.07800000000003 228.18750000000003 24.080000000000002 26.955000000000002 285.62500000000006 279.07800000000003 216.24000000000004 259.57500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 14 7 13 8 9 -1 12 -10 -3 -7 -5 right_child=-2 10 3 4 -6 6 -8 -9 11 -11 -12 -13 -14 -15 -16 leaf_value=-0.011030925870100346 0.89376805464426679 0.23384629011154176 0.69138234583536784 0.00037102639675140381 0.61154043344350961 0.24650668757302421 -0.014183841763120708 0.25597876163629385 0.33041545152664187 0.10078885863809024 0.62485899281501778 0.033461974561214448 0.42942097498820381 0.40915853261947632 -0.088320025747472594 leaf_weight=12734 21 34 30 24 26 21 33 26 22 119 20 32 26 22 22 leaf_count=12734 21 34 30 24 26 21 33 26 22 119 20 32 26 22 22 internal_value=0 -0.00253568 -0.00496233 0.340268 0.193971 -0.00766919 0.180396 -0.00877434 -0.00930766 -0.00999564 0.395161 0.154443 0.318595 0.329724 -0.0420464 internal_weight=0 13191 13111 102 72 13009 76 12933 12907 12853 80 54 60 43 46 internal_count=13212 13191 13111 102 72 13009 76 12933 12907 12853 80 54 60 43 46 is_linear=0 shrinkage=0.01 Tree=25 num_leaves=19 num_cat=1 split_feature=8 3 6 7 0 0 1 24 7 13 1 0 6 3 3 3 10 1 split_gain=209640 161890 88823 87710.6 51996.3 42579.2 25339.2 22371.6 48689.2 36125.5 17893.5 13952.4 10405.3 9372.19 11745.7 9419.81 6567.96 1836.11 threshold=312.55000000000013 105.004 218.62500000000003 20.564980000000002 172.87500000000003 220.33000000000001 11.555000000000001 0 174.00000000000003 55.232840000000003 109.32500000000002 344.25000000000006 297.60100000000006 219.40000000000003 344.25000000000006 166.68000000000004 27.915000000000003 195.14400000000003 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 7 -6 13 8 9 -1 16 -7 -4 15 -15 -3 -9 -12 right_child=-2 3 12 -5 5 11 -8 10 -10 -11 17 -13 -14 14 -16 -17 -18 -19 leaf_value=0.0021492547393648152 0.99903675672553838 0.12802985451438212 0.26377789873736246 0.95577576279640197 0.5544756759916033 -0.032147184518667368 0.54267627477645874 -0.023544932948538901 0.43714587101569541 0.39916487175485366 0.075663872673397969 0.2604370763472148 0.52787952221356904 -0.063740812369755345 0.24911889462243941 0.42412711892809185 0.068192863615253313 0.19164393302721855 leaf_weight=6521 21 22 35 20 28 39 22 6442 26 23 21 28 26 28 21 21 79 39 leaf_count=6521 21 22 35 20 28 39 22 6442 26 23 21 28 26 28 21 21 79 39 internal_value=0 -0.000886758 -0.00436938 0.344959 -0.00612264 0.226988 0.237798 -0.00780658 0.00525256 0.00354463 -0.0208202 0.0901268 0.376346 0.164892 0.0703419 0.272635 -0.0224336 0.151051 internal_weight=0 13441 13307 134 13246 95 114 13151 6570 6544 6581 67 61 92 49 43 6521 60 internal_count=13462 13441 13307 134 13246 95 114 13151 6570 6544 6581 67 61 92 49 43 6521 60 cat_boundaries=0 1 cat_threshold=1649 is_linear=0 shrinkage=0.01 Tree=26 num_leaves=19 num_cat=1 split_feature=8 3 6 7 0 0 1 24 7 13 1 0 6 3 3 3 10 1 split_gain=205468 158669 87055.5 85965.2 50961.5 41731.9 24835 21926.4 47720.2 35406.6 17537.4 13674.8 10198.2 9185.68 11512 9232.36 6437.25 1799.57 threshold=312.55000000000013 105.004 218.62500000000003 20.564980000000002 172.87500000000003 220.33000000000001 11.555000000000001 0 174.00000000000003 55.232840000000003 109.32500000000002 344.25000000000006 297.60100000000006 219.40000000000003 344.25000000000006 166.68000000000004 27.915000000000003 195.14400000000003 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 7 -6 13 8 9 -1 16 -7 -4 15 -15 -3 -9 -12 right_child=-2 3 12 -5 5 11 -8 10 -10 -11 17 -13 -14 14 -16 -17 -18 -19 leaf_value=0.0021277630479903846 0.98904636070841834 0.12674954631111837 0.26114011422225408 0.94621797728538515 0.54893090707915171 -0.031825713010934682 0.53724951440637758 -0.023309483899527743 0.43277442189363335 0.39517323182976766 0.074907231557936896 0.25783270580427986 0.52260071864494917 -0.06310340557779584 0.24662770929790678 0.41988584790910993 0.067510936018786855 0.18972749483891022 leaf_weight=6521 21 22 35 20 28 39 22 6442 26 23 21 28 26 28 21 21 79 39 leaf_count=6521 21 22 35 20 28 39 22 6442 26 23 21 28 26 28 21 21 79 39 internal_value=0 -0.00087789 -0.00432569 0.341509 -0.00606141 0.224718 0.23542 -0.00772851 0.00520004 0.00350919 -0.020612 0.0892256 0.372582 0.163243 0.0696385 0.269909 -0.0222092 0.14954 internal_weight=0 13441 13307 134 13246 95 114 13151 6570 6544 6581 67 61 92 49 43 6521 60 internal_count=13462 13441 13307 134 13246 95 114 13151 6570 6544 6581 67 61 92 49 43 6521 60 cat_boundaries=0 1 cat_threshold=1649 is_linear=0 shrinkage=0.01 Tree=27 num_leaves=42 num_cat=12 split_feature=25 24 4 5 0 25 25 25 5 24 8 26 26 5 8 26 1 25 25 5 10 24 1 0 10 24 21 3 8 24 26 5 10 8 11 26 25 26 3 1 8 split_gain=485945 168233 146716 96661.6 90797.6 180535 40547.4 38259 29424 28496.1 26028.8 23273.5 15703.9 13173.4 12902.1 9512.5 9188.5 9179.82 8904.61 7415.55 5699.28 5524.86 7510.73 4926.32 4204.46 3581.33 6645.83 2634.54 2049.28 1863.91 2252.15 1748.06 958.394 931.91 751.521 642.325 251.925 588.45 184.924 78.7995 53.3176 threshold=0 1 189.44922000000003 114.42500000000001 115.96500000000002 2 3 4 8.3918550000000014 5 39.071000000000012 2022.5000000000002 2022.5000000000002 25.505000000000003 44.780000000000008 2022.5000000000002 114.12500000000001 6 7 31.112000000000005 30.599500000000003 8 1.9796 33.525000000000013 91.02500000000002 9 1.0000000180025095e-35 62.545000000000002 55.017450000000004 10 2022.5000000000002 35.627500000000005 41.645000000000003 89.585000000000008 11.466710000000001 2022.5000000000002 11 2022.5000000000002 0.96833700000000011 17.461005000000004 149.68000000000004 decision_type=9 1 2 2 2 9 9 9 2 1 2 2 2 2 2 2 2 9 9 2 2 1 2 2 2 1 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 4 6 5 13 11 8 9 35 16 -3 -7 15 18 -1 17 -8 20 -10 25 36 23 -23 32 26 -9 -27 -16 30 -20 34 -22 -30 -31 -2 37 -11 -32 -38 -35 right_child=7 3 -4 -5 -6 12 10 14 19 21 -12 -13 -14 -15 28 -17 -18 -19 29 -21 24 22 -24 -25 -26 27 -28 -29 33 31 38 -33 -34 40 -36 -37 39 -39 -40 -41 -42 leaf_value=0.11761145862744009 0.17943628644943238 0.082883527553998512 0.9752520494750051 0.64458549896876027 0.75569623796563412 0.42562040235938098 0.032439842585361367 -0.0076625586899935925 0.39736669726993723 -0.042160521211295293 0.36960436004400249 0.29495439858112521 0.61904067416523778 0.31602145628495648 0.18132252193632581 -0.0036531074862342235 0.19252252166469891 -0.054241287326603604 0.0058698957066203126 0.16986695164128354 0.17765377013520764 0.0042535643239475993 0.18078790000506811 0.16498961758613587 -0.035359794989876125 -0.025206900376192554 0.11947944081964947 0.090140193462371829 0.024002916983195711 -0.034027326009576211 -0.035624262567186531 0.038264556036275973 0.087973987139188331 0.087738939848813133 -0.0047674493847435781 0.1374648623680001 -0.052394871749877926 0.0046526026248931889 -0.0041225218176841735 -0.031016447305679321 0.11029864388704301 leaf_weight=139 80 104 33 30 38 82 254 1945 23 58 20 103 86 22 21 121 24 218 289 38 22 409 28 20 23 1992 42 20 28 6404 273 34 26 22 89 67 125 50 20 20 20 leaf_count=139 80 104 33 30 38 82 254 1945 23 58 20 103 86 22 21 121 24 218 289 38 22 409 28 20 23 1992 42 20 28 6404 273 34 26 22 89 67 125 50 20 20 20 internal_value=0 0.185704 0.323722 0.0872182 0.286298 0.24666 0.0652973 -0.0188198 0.0429727 0.0283363 0.0156079 0.179724 0.495159 0.0782823 -0.0238867 0.0611768 0.00164848 -0.00805698 -0.0248733 0.255646 -0.0129687 0.00099888 0.0216308 0.0117471 0.0758089 -0.0145774 -0.0049502 -0.0239413 0.0946822 -0.031626 -0.0137018 -0.0332009 0.129077 0.0686902 -0.0336263 0.150096 -0.0356744 -0.0187515 -0.033474 -0.0462561 0.0984817 internal_weight=0 1274 521 753 488 450 723 12188 918 857 516 207 168 282 11270 260 496 472 11179 61 4070 710 457 429 71 3999 1987 2012 91 7109 582 6527 48 70 6493 147 253 108 293 145 42 internal_count=13462 1274 521 753 488 450 723 12188 918 857 516 207 168 282 11270 260 496 472 11179 61 4070 710 457 429 71 3999 1987 2012 91 7109 582 6527 48 70 6493 147 253 108 293 145 42 cat_boundaries=0 3 4 7 10 14 15 18 22 23 24 25 27 cat_threshold=67109632 2113616 3261612288 3680 768 64 2181562368 0 80 36175872 134217729 557056 16973824 16785440 48 512 0 1073741824 4719640 3360884872 536878080 8389120 1224 1111 1 1 557056 is_linear=0 shrinkage=0.01 Tree=28 num_leaves=36 num_cat=7 split_feature=25 4 25 1 5 26 25 8 2 5 0 26 1 8 25 0 5 13 10 25 10 21 21 2 0 8 25 5 3 8 10 25 11 8 8 split_gain=476267 125570 105453 109404 225384 63981.8 37634.9 28531.2 32342.7 28064.1 15138.5 14137.5 18135.6 12909.7 8578.6 8431.19 7720.31 6695.81 5774.28 4562.11 3934.14 2762.35 3673.07 2423.53 2067.08 1930.44 1619.12 2762.24 1181.63 1007.8 939.322 782.623 212.098 146.523 22.5779 threshold=0 272.07425000000006 1 21.947000000000003 11.555000000000001 2022.5000000000002 2 197.74150000000003 169.68000000000004 8.3918550000000014 276.84975000000003 2022.5000000000002 205.12500000000003 44.780000000000008 3 125.83150000000002 31.112000000000005 12.986215500000002 30.599500000000003 4 91.02500000000002 1.0000000180025095e-35 11.735860000000002 7.8500000000000005 12.195500000000001 55.017450000000004 5 35.627500000000005 17.847500000000007 89.585000000000008 41.645000000000003 6 16.692500000000006 6.2148500000000011 149.68000000000004 decision_type=9 2 9 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 left_child=1 2 5 7 11 -1 9 8 10 15 -4 -5 -13 14 18 17 -11 19 21 28 30 24 -23 -21 -8 -15 32 31 -2 -27 -20 -28 33 -16 -31 right_child=6 -3 3 4 -6 -7 13 -9 -10 16 -12 12 -14 25 26 -17 -18 -19 20 23 -22 22 -24 -25 -26 29 27 -29 -30 34 -32 -33 -34 -35 -36 leaf_value=0.22035326926262822 -0.010353356105675969 0.79410617582725762 0.067807492886129847 0.36744129916032159 1.3344539833068847 0.59432520296262659 -0.01768878622364645 0.46785777831077574 0.37188081528011119 0.39339304276134657 0.34605312681198125 -0.078060050010681156 0.29655359014868737 0.17950929176239741 -0.036630299270014981 0.19862562085900987 0.16239035985408684 0.2030421714782715 0.17587722835215655 0.048360366667271892 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896 82 52 11253 11163 873 62 845 4054 825 70 3984 79 419 3905 90 7109 3402 406 69 48 3380 3707 3685 41 internal_count=13462 1274 1241 1058 104 183 12188 954 934 935 896 82 52 11253 11163 873 62 845 4054 825 70 3984 79 419 3905 90 7109 3402 406 69 48 3380 3707 3685 41 cat_boundaries=0 3 6 10 14 17 21 25 cat_threshold=67109632 2113616 3261612288 0 16400 2097408 134217729 557056 16975872 16785440 4719640 3360884872 536876032 8389120 1 524288 16910336 312889478 67121956 8396853 33735683 1074825248 822084609 402686528 67588 is_linear=0 shrinkage=0.01 Tree=29 num_leaves=41 num_cat=18 split_feature=25 24 4 5 6 25 25 5 1 25 25 5 24 1 25 10 1 24 5 5 25 24 1 18 25 24 5 2 24 25 5 25 25 11 3 16 6 25 1 5 split_gain=466791 164750 141833 93022.5 47019.6 99645.3 60168.7 68974.6 65808.8 39288.6 36749.5 28274.9 27930.2 13779 11361.5 14570 14313.3 7285.33 7119.66 6370.57 6232.47 5418.36 7360.11 4820.35 3665.67 3550.18 3211.49 2984.01 2314.86 3207.74 1159.07 1014.64 982.9 846.606 1476.37 782.11 435.983 254.444 75.9259 31.5097 threshold=0 1 189.44922000000003 114.42500000000001 211.12500000000003 2 3 11.555000000000001 21.947000000000003 4 5 8.3918550000000014 6 114.12500000000001 7 30.162700000000005 2.822397 8 31.112000000000005 61.945750000000004 9 10 1.9796 27.420000000000005 11 12 117.39000000000001 54.277999999999999 13 14 16.38475 15 16 5.7820000000000009 2.5238750000000003 0.55359999999999998 3.0770190000000004 17 17.461005000000004 4.0475000000000003 decision_type=9 1 2 2 2 9 9 2 2 9 9 2 1 2 9 2 2 1 2 2 9 1 2 2 9 1 2 2 1 9 2 9 9 2 2 2 2 9 2 2 left_child=1 2 4 9 5 -1 8 -8 -7 32 11 12 -2 17 15 19 -17 20 -13 25 -11 37 24 28 -23 27 -21 -12 29 39 -31 -19 -3 36 -35 -27 -30 -14 -39 -16 right_child=10 3 -4 -5 -6 6 7 -9 -10 13 14 18 21 -15 23 16 -18 31 -20 26 -22 22 -24 -25 -26 35 -28 -29 33 30 -32 -33 -34 34 -36 -37 -38 38 -40 -41 leaf_value=-0.021459990545850377 0.14831201932992147 0.22441633414378209 0.95915303215836034 0.63135742092132563 0.75658844709396367 0.12270963933753089 0.57593854314241655 -0.047830090761184697 0.69411018806955083 0.074564565350027645 -0.0028206720979858753 0.38945908914441646 -0.018659626690007872 0.23440718390323498 -0.036152177681206807 0.031998723030090333 0.3495577171444893 -0.015008284433753089 0.16654437403929861 0.20000804446992418 -0.019005628341936882 -0.030449366830799678 0.17869401982852393 0.11491833894149117 0.030751439423450936 -0.023814962591222302 0.022947911977767944 0.099619832532159211 -0.033564157712514503 -0.0060689905038153807 0.067586633888157929 -0.063840387313262276 0.11200862298931991 -0.021675465330481529 0.06878851131846507 0.025408492133472908 -0.020792554576904595 -0.052285791816711433 -0.031300791740417479 -0.024891271591186523 leaf_weight=106 147 103 33 30 20 163 156 20 23 160 1460 23 108 27 561 40 22 103 38 21 121 136 28 23 293 1478 20 29 6367 740 22 105 104 128 21 33 279 125 20 26 leaf_count=106 147 103 33 30 20 163 156 20 23 160 1460 23 108 27 561 40 22 103 38 21 121 136 28 23 293 1478 20 29 6367 740 22 105 104 128 21 33 279 125 20 26 internal_value=0 0.182007 0.318551 0.0845955 0.281759 0.261467 0.335634 0.477902 0.183501 0.0630784 -0.0184457 0.0421155 0.0277677 0.0142161 -0.0234117 -0.00705425 0.144681 0.00234899 0.250594 -0.010171 0.0350043 0.000711021 0.0211467 -0.0296103 0.0113568 -0.0118631 0.113637 -0.000820017 -0.0300549 -0.0176105 -0.00389138 -0.0414568 0.175705 -0.0324517 -0.00892551 -0.0225904 -0.033028 -0.0356029 -0.0462048 -0.0350562 internal_weight=0 1274 521 753 488 468 362 176 186 723 12188 918 857 516 11270 3103 62 489 61 3041 281 710 457 8167 429 3000 41 1489 8144 1349 762 208 207 6795 149 1511 6646 253 145 587 internal_count=13462 1274 521 753 488 468 362 176 186 723 12188 918 857 516 11270 3103 62 489 61 3041 281 710 457 8167 429 3000 41 1489 8144 1349 762 208 207 6795 149 1511 6646 253 145 587 cat_boundaries=0 3 4 7 10 13 17 18 22 23 26 27 31 32 33 37 38 41 43 cat_threshold=67109632 2113616 3261612288 3680 67108864 64 34078720 768 0 1073741824 0 80 36175872 134217729 557056 16973824 16785440 48 4195352 3360884872 536878080 512 27 512 0 1077936128 1224 0 524288 16777216 16777216 1619 1025 33886340 16777505 8388661 33570818 512 0 16 34078720 1 557056 is_linear=0 shrinkage=0.01 Tree=30 num_leaves=41 num_cat=9 split_feature=25 10 7 0 25 25 8 7 25 4 4 3 0 25 5 1 4 4 25 8 0 8 25 26 5 25 6 6 25 3 4 0 0 26 3 12 6 4 6 19 split_gain=384138 380523 114491 98737.2 43011.7 36086.9 34759.7 30329.2 20045.2 26147.2 16531.7 13695 12700.3 12211 18656.3 10078.9 3200.72 6531.13 3046.12 3001.9 2872.06 2396.63 2018.44 1858.62 1779.09 1425.11 1324.67 5660.66 1717.49 1159.41 1108.08 367.616 306.615 259.573 196.166 188.595 133.835 63.2345 60.1502 38.3147 threshold=0 279.07800000000003 36.89500000000001 344.25000000000006 1 2 44.780000000000008 239.51250000000002 3 29.353500000000004 14.462000000000002 2.8373970000000006 228.56250000000003 4 8.3918550000000014 1.9796 51.726358500000011 69.727000000000018 5 149.68000000000004 64.437500000000014 64.682500000000019 6 2022.5000000000002 48.477070000000005 7 3.0770190000000004 5.0260455000000004 8 21.794500000000003 27.015000000000004 157.57350000000002 5.5950000000000006 2022.5000000000002 7.7359000000000009 14.253750000000002 8.3638550000000009 15.946000000000003 16.948000000000004 0.63700000000000012 decision_type=9 2 2 2 9 9 2 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 9 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 23 6 10 -4 9 -6 13 16 -10 14 15 -2 30 -18 35 21 22 -8 -15 -1 25 32 28 -28 -27 -13 -12 -22 34 -34 -20 36 37 39 -38 -7 right_child=5 -3 7 -5 8 18 19 -9 12 -11 11 29 -14 20 -16 -17 17 -19 24 -21 31 -23 -24 -25 -26 26 27 -29 -30 -31 -32 -33 33 -35 -36 -37 38 -39 -40 -41 leaf_value=0.28531470901087713 0.015581217968248027 1.5035210763840448 0.79285427939507269 0.80363520258948906 0.0044762326469927121 -0.035988203126433138 0.25050933881239457 0.3344153226746453 0.13004946946770901 0.37684600257873535 0.043866497307431467 0.31212027335166931 -0.11974878333863759 -0.019320782922311392 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shrinkage=0.01 Tree=31 num_leaves=45 num_cat=15 split_feature=25 10 7 0 24 25 25 25 8 7 8 4 2 25 5 25 24 6 4 8 25 24 0 25 26 25 24 8 25 6 7 9 26 25 0 3 0 11 26 12 6 6 26 4 split_gain=376495 372951 112213 96772.3 55791.5 46852.6 41572.2 35331.3 35765.2 29725.6 18704 16631.5 15953.6 11962.8 18285.1 11800.2 10678.3 9919.69 12221.4 4289.59 3280.87 5659.33 3109.87 2921.75 2680.99 3893.9 2578.85 2348.94 1584.5 1461.55 2919.46 2452.27 746.785 1286.23 370.55 320.021 309.622 291.342 195.119 172.966 64.1424 110.434 52.0169 51.5734 threshold=0 279.07800000000003 36.89500000000001 344.25000000000006 1 2 3 4 44.780000000000008 239.51250000000002 206.27675000000002 14.462000000000002 14.462000000000002 5 8.3918550000000014 6 7 7.5980000000000016 166.68000000000004 149.68000000000004 8 9 64.437500000000014 10 2022.5000000000002 11 12 64.682500000000019 13 1.4743540000000002 2.4802500000000003 2.3025000000000007 2022.5000000000002 14 125.83150000000002 4.2186000000000012 1.2399500000000001 16.692500000000006 2022.5000000000002 14.253750000000002 8.3638550000000009 23.347670000000004 2022.5000000000002 15.946000000000003 decision_type=9 2 2 2 1 9 9 9 2 2 2 2 2 9 2 9 1 2 2 2 9 1 2 9 2 9 1 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 38 -7 8 11 -4 15 13 17 14 16 -6 -2 18 -13 27 37 23 26 35 25 -25 -15 -10 -26 32 31 -31 36 -34 -24 42 -23 39 -1 40 43 -42 -22 -9 right_child=7 -3 9 -5 10 6 -8 20 19 -11 -12 12 -14 22 -16 -17 -18 -19 -20 -21 21 29 34 24 28 -27 -28 -29 -30 30 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 leaf_value=0.015912546027790419 0.074926545101663342 1.4884858213152206 0.78492574630245093 0.7955988589922588 -0.067021044704047114 0.14628396669755447 0.36905050031887082 -0.035689324187008847 0.24800423968922009 0.33107116346006038 0.33888785314559938 -0.0050819860051449081 0.31972530983112479 0.0064571777631287222 0.26672613214044011 0.048987375571351979 -0.013614990248491889 0.26262784838676451 0.24936073888431895 0.33021289011033683 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4.18057e-05 0.0411121 0.0275671 0.027593 0.058666 0.0310325 0.226391 -0.0274311 -0.0220832 -0.00902112 -0.00338689 0.00610476 0.0237919 -0.0105103 0.171302 -0.0107908 -0.0281571 -0.00455814 -0.0177543 -0.0298608 -0.0252124 0.0724432 -0.0279573 -0.0343927 -0.034903 0.00370456 -0.0352269 -0.035402 -0.024269 -0.0312148 -0.035566 internal_weight=0 1239 1218 1160 1139 569 442 12054 3472 58 570 3397 203 3194 571 550 537 176 155 75 8582 5025 2623 1236 897 440 2577 49 457 3789 244 213 3545 1750 46 339 1795 3557 127 3535 3513 51 319 3462 internal_count=13293 1239 1218 1160 1139 569 442 12054 3472 58 570 3397 203 3194 571 550 537 176 155 75 8582 5025 2623 1236 897 440 2577 49 457 3789 244 213 3545 1750 46 339 1795 3557 127 3535 3513 51 319 3462 cat_boundaries=0 4 5 8 10 14 18 22 23 27 28 32 36 37 41 45 cat_threshold=768 16464 3244965888 163872 3171 0 0 2164785152 768 64 138429465 2288623616 570759168 16785920 16385 2162688 33884160 16785920 0 0 2153775104 32 2161 849752070 335549740 42295 33555459 1027 1090584704 33554433 1048576 4210712 2147483648 0 8388608 8388608 25 0 0 0 8388608 67108864 1048577 0 4104 is_linear=0 shrinkage=0.01 Tree=32 num_leaves=41 num_cat=15 split_feature=25 4 24 0 25 25 8 4 14 5 5 24 26 12 8 25 25 5 5 25 24 4 6 26 2 25 0 24 5 2 0 25 24 24 3 8 11 25 8 26 split_gain=368597 333046 88909.4 95033 93629 45693.3 44700.4 34265.3 24536.1 22608.2 20119.9 19621.6 18452.7 17562.5 15350.1 14838.5 9283.83 8450.1 17149.3 7977.48 6160.56 6157.23 9639.34 6145.2 5274.1 3960.58 4080.73 3409.1 3298.66 3271.52 2535.15 2461.82 4149.89 1722.01 963.581 731.49 330.114 309.025 236.48 0.000193904 threshold=0 293.85000000000008 1 172.87500000000003 2 3 211.12500000000003 29.353500000000004 21.435039000000003 8.3918550000000014 2.822397 4 2022.5000000000002 2.1690000000000005 46.655499999999996 5 6 33.525000000000013 148.98750000000004 7 8 11.555000000000001 3.8895000000000004 2022.5000000000002 5.4302350000000006 9 21.624000000000002 10 48.477070000000005 48.192300000000003 4.1940000000000008 11 12 13 62.545000000000002 108.11744000000002 16.692500000000006 14 63.49965000000001 2022.5000000000002 decision_type=9 2 1 2 9 9 2 2 2 2 2 1 2 2 2 9 9 2 2 9 1 2 2 2 2 9 2 1 2 2 2 9 1 1 2 2 2 9 2 2 left_child=1 2 3 4 7 8 13 10 9 11 -1 15 -11 16 19 30 39 -14 -19 21 -18 27 24 -6 -23 26 -13 29 31 -7 -2 36 -33 -27 -29 38 -21 -17 -16 -4 right_child=5 -3 6 -5 23 14 -8 -9 -10 12 -12 25 17 -15 35 37 20 18 -20 28 -22 22 -24 -25 -26 33 -28 34 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=0.06921780060208034 0.0072169293562571214 1.2351841288599474 -0.064647401694981566 0.72583594359849624 0.39558264419010708 -0.0014970182621884243 0.49570839957757429 0.49615169330076742 0.35044782619476317 -0.060705775533403665 0.39630584345757963 0.0049985543062102122 0.45149754559993749 0.32573199319839474 0.12271464467048646 0.082322338368712347 0.10018233744994454 0.0011887207485380628 0.41034598803520206 -0.034853443305738037 0.015314041861371037 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0.000877734 0.0177134 -0.0281206 -0.0231707 -0.0323745 -0.0232655 0.120569 -0.0345269 0.127344 0.144673 -0.0588353 internal_weight=0 1085 1056 526 488 12208 530 357 1336 1311 335 1229 82 508 10872 509 488 61 41 10797 387 2497 160 131 140 720 342 2337 8300 1163 272 8268 4715 378 1174 75 3553 237 47 101 internal_count=13293 1085 1056 526 488 12208 530 357 1336 1311 335 1229 82 508 10872 509 488 61 41 10797 387 2497 160 131 140 720 342 2337 8300 1163 272 8268 4715 378 1174 75 3553 237 47 101 cat_boundaries=0 4 5 8 12 13 17 21 23 24 28 29 33 34 35 38 cat_threshold=768 16464 3228172288 163840 3171 768 64 2148007936 134234113 2686976 50681856 16785952 2162 134217729 0 4096 512 0 0 2153775104 131072 71304216 3360729600 132 134217729 0 16384 16777728 1563 849752070 335549740 41271 33555467 1025 257 0 524288 17039360 is_linear=0 shrinkage=0.01 Tree=33 num_leaves=42 num_cat=14 split_feature=25 4 24 0 25 25 4 5 14 5 5 24 26 25 7 25 26 2 10 1 1 5 5 25 5 26 2 25 24 0 24 25 25 2 1 10 11 6 25 10 1 split_gain=361297 326412 87118.3 93141.8 91765.8 44805.6 33583.4 29927.7 24045.5 22154.2 19719.5 19256.3 18085.5 14569.6 12215.7 20687.7 12680.2 12394.9 11824.5 20609.9 10780 8281.94 16808 8145.36 8096.45 6022.91 3505.67 3040.43 3003.56 2484.7 2358.63 3044.13 2342.8 2249.3 1398.08 1392.02 942.199 889.763 302.188 94.4648 30.5383 threshold=0 293.85000000000008 1 172.87500000000003 2 3 29.353500000000004 38.528000000000006 21.435039000000003 8.3918550000000014 2.822397 4 2022.5000000000002 5 36.89500000000001 6 2022.5000000000002 149.26580000000004 30.162700000000005 2.5238750000000003 1.9796 33.525000000000013 148.98750000000004 7 66.907500000000013 2022.5000000000002 54.277999999999999 8 9 4.1940000000000008 10 11 12 93.825000000000017 55.082710000000006 56.746140000000004 31.809000000000005 3.0770190000000004 13 39.944500000000005 2.9422770000000003 decision_type=9 2 1 2 9 9 2 2 2 2 2 1 2 9 2 9 2 2 2 2 2 2 2 9 2 2 2 9 1 2 1 9 9 2 2 2 2 2 9 2 2 left_child=1 2 3 4 6 8 10 14 9 11 -1 13 -11 29 15 17 -17 -4 23 35 27 -14 -23 24 26 -6 28 -13 -7 -2 31 40 -33 -28 -22 39 37 -32 -15 -20 -25 right_child=5 -3 7 -5 25 18 -8 -9 -10 12 -12 20 21 38 -16 16 -18 -19 19 -21 34 22 -24 30 -26 -27 33 -29 -30 -31 36 32 -34 -35 -36 -37 -38 -39 -40 -41 -42 leaf_value=0.068525623003641761 0.0071447599331537883 1.2228323101175242 -0.03418070298805833 0.71857759136902655 0.39162681470598493 -0.00063633759304476591 0.49119017405943438 0.3455037634300463 0.3469433462142944 -0.06009871755327497 0.39234277555346486 -0.050133167213636406 0.44698258411884312 0.081568292269185813 0.27663595473766328 0.04343839174992329 0.23647374024466863 0.22242744320631025 0.026448930610309947 0.32841276790087037 0.078206043640772507 0.0011768320628574916 0.40624254012107847 -0.036484349775737245 0.14757098833719889 0.52755983438648157 0.15408492701394219 -0.0051465511686416684 -0.021535376530330597 0.10095303907990456 -0.031483055593435519 -0.027139154626731426 0.0084859511425821963 0.0059045861959457404 0.18505964908599853 -0.045324415003552158 0.02544676945358515 -0.013078018433421197 0.15548307214958082 0.056477415323257445 -0.024418633580207825 leaf_weight=315 240 29 320 38 70 1353 22 33 25 21 20 223 20 109 20 74 63 20 22 26 24 21 20 451 33 61 21 448 1402 32 6349 266 549 20 25 34 30 274 128 20 22 leaf_count=315 240 29 320 38 70 1353 22 33 25 21 20 223 20 109 20 74 63 20 22 26 24 21 20 451 33 61 21 448 1402 32 6349 266 549 20 25 34 30 274 128 20 22 internal_value=0 0.174574 0.14744 0.237201 0.204577 -0.0150362 0.109642 0.052884 0.0394313 0.033868 0.087858 0.0232496 0.193014 0.0695733 0.0345186 0.0243669 0.123213 -0.0185408 -0.0217595 0.0853836 -0.0103215 0.280151 0.19877 -0.0227944 -0.00811961 0.42266 -0.0099862 -0.0209212 -0.0113522 0.0175363 -0.0279769 -0.0152068 -0.00332941 0.0818018 0.132723 0.00224204 -0.0304226 -0.0307216 0.126167 0.0407482 -0.0351794 internal_weight=0 1085 1056 526 488 12208 357 530 1336 1311 335 1229 82 509 497 477 137 340 10872 102 720 61 41 10770 2829 131 2796 671 2755 272 7941 1288 815 41 49 76 6653 6623 237 42 473 internal_count=13293 1085 1056 526 488 12208 357 530 1336 1311 335 1229 82 509 497 477 137 340 10872 102 720 61 41 10770 2829 131 2796 671 2755 272 7941 1288 815 41 49 76 6653 6623 237 42 473 cat_boundaries=0 4 5 8 12 13 17 21 24 28 29 30 34 38 41 cat_threshold=768 16464 3228172288 163840 3171 768 64 2148007936 134234113 2686976 50681856 16785952 2162 134217729 0 4096 512 512 16448 2149580800 131072 71304216 3360729600 536870912 16384 2621440 33816576 16785408 1563 1025 50598020 297 8388628 4210690 73730 117441536 8225 33554448 0 524288 17039360 is_linear=0 shrinkage=0.01 Tree=34 num_leaves=42 num_cat=16 split_feature=25 4 24 0 25 25 8 4 14 25 24 8 8 7 25 24 25 4 6 26 25 4 24 2 24 2 24 25 24 25 7 26 0 13 8 26 8 11 0 6 2 split_gain=354102 319916 85384.6 91288.3 89939.7 43934.1 43562 32915.1 23564.9 18573.2 15913.5 17757.3 14945.3 14720.3 7811.9 10091.9 7669.36 6023.48 9442.75 5903.06 5322.69 15536.4 6212.63 5158.47 3287 3169.88 3147.67 2671.96 4655.27 3510.93 1500.74 1577.83 1146.64 838.052 716.617 247.421 232.066 177.406 148.857 75.7722 68.0588 threshold=0 293.85000000000008 1 172.87500000000003 2 3 211.12500000000003 29.353500000000004 21.435039000000003 4 5 44.780000000000008 46.655499999999996 42.305000000000007 6 7 8 11.555000000000001 3.8895000000000004 2022.5000000000002 9 26.586000000000002 10 5.4302350000000006 11 48.192300000000003 12 13 14 15 26.741000000000003 2022.5000000000002 2.5528750000000007 1.0216500000000004 108.11744000000002 2022.5000000000002 63.49965000000001 14.786000000000001 13.418000000000001 8.3638550000000009 7.6125000000000016 decision_type=9 2 1 2 9 9 2 2 2 9 1 2 2 2 9 1 9 2 2 2 9 2 1 2 1 2 1 9 1 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 8 13 9 10 -1 26 20 16 14 35 -16 17 24 23 -6 21 -12 -22 -19 25 -7 30 37 29 -29 31 -2 -30 -26 36 -4 -14 39 40 -18 -28 right_child=5 -3 6 -5 19 12 -8 -9 -10 -11 11 -13 34 -15 15 -17 27 18 -20 -21 22 -23 -24 -25 33 -27 38 28 32 -31 -32 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222 3115 120 20 61 201 20 153 20 1136 23 165 246 3970 573 25 129 329 38 28 71 23 20 21 47 21 leaf_count=132 197 29 85 38 70 1140 22 22 25 203 359 20 24 21 109 222 3115 120 20 61 201 20 153 20 1136 23 165 246 3970 573 25 129 329 38 28 71 23 20 21 47 21 internal_value=0 0.172829 0.145966 0.234829 0.202531 -0.0148847 0.0523551 0.108546 0.0390505 0.0869794 0.0335432 0.0630798 -0.0215423 0.0344763 0.0232981 0.0499487 -0.0225393 -0.0070663 0.052264 0.418433 0.055896 0.0272632 0.0834242 0.0232278 -0.0111585 0.000845076 -0.00731469 -0.027153 -0.0225276 -0.00054708 0.0109354 0.0169731 -0.0267041 -0.0228621 0.119113 -0.0342549 0.142972 -0.0344987 -0.0373384 -0.0347949 -0.0362928 internal_weight=0 1085 1056 526 488 12208 530 357 1336 335 1311 753 10872 508 487 331 10797 2497 160 131 733 379 354 140 2337 1163 558 8300 5118 819 351 326 4299 1174 75 156 47 3182 207 3162 186 internal_count=13293 1085 1056 526 488 12208 530 357 1336 335 1311 753 10872 508 487 331 10797 2497 160 131 733 379 354 140 2337 1163 558 8300 5118 819 351 326 4299 1174 75 156 47 3182 207 3162 186 cat_boundaries=0 4 5 8 12 15 16 19 20 22 26 27 28 29 33 34 38 cat_threshold=768 16464 3228172288 163840 3171 768 64 2148007936 134234113 2686976 50681856 16785952 0 64 2148007936 905 0 64 2153775104 132 71304216 3360729600 134217728 65536 16781312 512 3090 1563 769 849747974 335549740 41271 33555467 1025 16846976 16777217 8388608 4210688 is_linear=0 shrinkage=0.01 Tree=35 num_leaves=11 num_cat=0 split_feature=10 5 7 0 8 5 1 6 2 5 split_gain=262857 102795 63143.6 44994.9 32799.7 28988.5 27251.4 44518.9 25133.1 13239.7 threshold=279.07800000000003 172.87500000000003 355.00000000000006 344.25000000000006 263.93200000000007 228.56250000000003 31.872000000000003 21.624000000000002 47.321700000000014 279.07800000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -3 8 -8 -1 -7 right_child=-2 5 -4 -5 -6 9 7 -9 -10 -11 leaf_value=-0.0093350007053161297 1.1463791003227235 0.61641237934430448 0.53216741085052488 0.41982184753417967 0.34336419458742501 0.019198393367585682 0.056659433047899971 0.5456830472946167 0.11065356228984681 0.33356891902717389 leaf_weight=12709 20 27 22 25 27 21 269 20 177 37 leaf_count=12709 20 27 22 25 27 21 269 20 177 37 internal_value=0 -0.000902609 -0.00312656 -0.00401689 -0.00481949 0.345745 -0.00553304 0.0905019 -0.00768686 0.219745 internal_weight=0 13334 13249 13227 13202 85 13175 289 12886 58 internal_count=13354 13334 13249 13227 13202 85 13175 289 12886 58 is_linear=0 shrinkage=0.01 Tree=36 num_leaves=33 num_cat=12 split_feature=25 10 25 7 0 24 4 25 24 5 7 25 25 10 8 10 0 4 18 4 0 3 25 24 25 24 25 4 0 0 13 10 split_gain=389448 191817 108444 118166 87231.7 43821.9 33125.4 30747 31882.3 81988.4 19023.6 16051.1 12133.8 15713.6 12070.1 9862.1 6935.47 6003.68 5212.39 4372.99 4104.26 2893.16 2154.88 3337.44 3064.84 1935.62 1582.31 698.721 465.363 318.623 130.669 110.862 threshold=0 239.51250000000002 1 36.89500000000001 333.3454000000001 2 18.645000000000003 3 4 7.2080000000000002 239.51250000000002 5 6 30.162700000000005 86.532000000000025 59.620500000000007 11.366500000000002 24.5016 27.420000000000005 11.972000000000001 125.83150000000002 16.594211000000005 7 8 9 10 11 125.83150000000002 1.2399500000000001 4.1940000000000008 7.2338985000000013 15.100237000000002 decision_type=9 2 9 2 2 1 2 9 1 2 2 9 9 2 2 2 2 2 2 2 2 2 9 1 9 1 9 2 2 2 2 2 left_child=1 2 -1 4 5 6 -4 8 9 29 -5 -7 13 14 16 -15 21 20 22 -18 25 -9 30 24 -24 -10 -27 -19 -25 -2 31 -14 right_child=7 -3 3 10 -6 11 -8 12 17 -11 -12 -13 18 15 -16 -17 19 27 -20 -21 -22 -23 23 28 -26 26 -28 -29 -30 -31 -32 -33 leaf_value=0.43040383181234043 0.079263251664687173 1.1360573236942291 0.1398906394474225 0.72946052612796908 0.7500525132417678 -0.081725349505390746 0.52899358334748636 -0.01616435297632457 -0.0508412322713368 0.74636858868598932 0.36267170741007881 0.049855317633086385 -0.03524731451631713 0.302915932398576 0.21517900340259075 0.038824271578942575 0.02723849207013097 0.073288845365697686 0.12536582895977932 0.16286208435341162 0.11071838048788218 0.032820157252606889 -0.035021914223320467 -0.029026053779341733 0.0082424465912210674 -0.032603488455013353 0.0082986958629579794 0.15495653414726257 -0.016114196917503189 0.11985022499447777 -0.013696892942701067 -0.058863541722297671 leaf_weight=117 245 20 449 31 20 103 23 2800 124 20 26 535 3244 26 24 31 199 22 22 27 26 126 224 3544 538 137 259 20 303 21 28 20 leaf_count=117 245 20 449 31 20 103 23 2800 124 20 26 535 3244 26 24 31 199 22 22 27 26 126 224 3544 538 137 259 20 303 21 28 20 internal_value=0 0.162924 0.149248 0.116924 0.0955 0.0837062 0.155555 -0.0171559 0.0396842 0.12454 0.562153 0.0276793 -0.0216405 -0.00526162 -0.00823137 0.159287 -0.00993246 -0.00298148 -0.0283089 0.0434413 -0.0118945 -0.014055 -0.0287726 -0.0241241 -0.00476459 -0.0180252 -0.00630631 0.112178 -0.0279365 0.0824675 -0.0351009 -0.035392 internal_weight=0 1324 1304 1187 1130 1110 472 12030 874 286 57 638 11156 3233 3176 57 3152 588 7923 226 546 2926 7901 4609 762 520 396 42 3847 266 3292 3264 internal_count=13354 1324 1304 1187 1130 1110 472 12030 874 286 57 638 11156 3233 3176 57 3152 588 7923 226 546 2926 7901 4609 762 520 396 42 3847 266 3292 3264 cat_boundaries=0 4 7 8 12 13 16 20 24 25 29 30 34 cat_threshold=768 2113616 2204762368 131072 256 16384 2097408 91 201342977 98304 1073823744 512 1045 0 64 33554432 4195352 2287600136 537139200 35651584 313921542 1409298852 9268 16819234 1025 65664 16777217 8388609 4210696 640 1 32768 0 512 is_linear=0 shrinkage=0.01 Tree=37 num_leaves=38 num_cat=14 split_feature=25 10 25 7 0 26 24 25 24 25 7 25 25 10 8 10 26 0 1 18 25 24 2 3 26 25 24 25 3 24 0 0 26 13 10 26 26 split_gain=381830 187988 106527 115816 85496.6 72793.6 42953.3 30126.9 31254.2 21530.7 18645 15751.7 11892.7 15400.9 11829.9 9665.85 6977.44 6797.46 9690.86 5108.69 4863.46 3899.06 2964.24 2835.58 2821.55 2111.75 3270 3006.15 1223.21 741.64 472.973 456.102 293.411 128.069 108.656 10.2427 7.03809 threshold=0 239.51250000000002 1 36.89500000000001 333.3454000000001 2022.5000000000002 2 3 4 5 239.51250000000002 6 7 30.162700000000005 86.532000000000025 59.620500000000007 2022.5000000000002 11.366500000000002 21.761100000000003 27.420000000000005 8 9 52.772000000000013 16.594211000000005 2022.5000000000002 10 11 12 14.3635 13 13.704000000000002 1.2399500000000001 2022.5000000000002 7.2338985000000013 15.100237000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 1 9 1 9 2 9 9 2 2 2 2 2 2 2 9 1 2 2 2 9 1 9 2 1 2 2 2 2 2 2 2 left_child=1 2 5 4 6 -1 9 8 16 -4 -5 -8 13 14 17 -15 -2 23 -19 25 21 24 29 -9 -10 33 27 -27 35 32 -18 -28 -22 34 -14 -23 -31 right_child=7 -3 3 10 -6 -7 11 12 20 -11 -12 -13 19 15 -16 -17 30 18 -20 -21 22 28 -24 -25 -26 26 31 -29 -30 36 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.2155763864517212 0.078556444661484828 1.1246967430114747 0.017032750560119089 0.72216592973278415 0.74255200493335727 0.7144604603997593 -0.080980419981400528 -0.016002709427489652 0.025061779762136527 0.19077380392985482 0.35904499072294971 0.04936591180311431 -0.034894841334704454 0.29988676933141856 0.21302721194922924 0.038436031726098829 0.16995537351389403 0.022603225589377211 0.25316471731662754 0.12411217005881059 0.00028839872433589057 -0.015996231977329699 0.084333355665206916 0.032491956457259163 0.12413156626517313 -0.034686661763833115 -0.028735793213319673 0.0081615270567585441 0.067403827905654912 -0.05974896008940949 0.22242011189460756 -0.015953054901200157 -0.033639111280441288 -0.013559924789837427 -0.058274905920028694 -0.01102496612071991 -0.05559804001411834 leaf_weight=59 144 20 103 31 20 58 103 2800 58 369 26 535 3244 26 24 31 122 206 20 22 52 86 20 126 57 224 3544 538 21 87 20 303 50 28 20 80 77 leaf_count=59 144 20 103 31 20 58 103 2800 58 369 26 535 3244 26 24 31 122 206 20 22 52 86 20 126 57 224 3544 538 21 87 20 303 50 28 20 80 77 internal_value=0 0.161324 0.147786 0.115752 0.0945422 0.426439 0.0828663 -0.0169852 0.0392788 0.154 0.556532 0.0273976 -0.0214243 -0.00520901 -0.00814905 0.157694 0.123294 -0.00983313 0.0430069 -0.0280261 -0.00296423 0.0246375 -0.0319578 -0.0139144 0.0682327 -0.0284852 -0.0238834 -0.00472042 -0.00427509 -0.0419029 0.177345 -0.0276571 -0.0148836 -0.0347499 -0.0350381 -0.0136004 -0.0544782 internal_weight=0 1324 1304 1187 1130 117 1110 12030 874 472 57 638 11156 3233 3176 57 286 3152 226 7923 588 302 286 2926 115 7901 4609 762 187 266 142 3847 102 3292 3264 166 164 internal_count=13354 1324 1304 1187 1130 117 1110 12030 874 472 57 638 11156 3233 3176 57 286 3152 226 7923 588 302 286 2926 115 7901 4609 762 187 266 142 3847 102 3292 3264 166 164 cat_boundaries=0 4 7 8 12 13 16 19 23 26 27 31 32 36 37 cat_threshold=768 2113616 2204762368 131072 256 16384 2097408 91 201342977 98304 1073823744 512 1045 0 0 2164785152 0 64 33554432 4195352 2287600136 537139200 35651584 134234112 65536 65536 98 313921542 1409298852 9268 16819234 1025 65664 16777217 8388609 4210696 2312 is_linear=0 shrinkage=0.01 Tree=38 num_leaves=41 num_cat=13 split_feature=25 10 25 7 0 26 24 25 24 5 5 7 25 25 25 8 1 10 25 10 10 0 21 2 21 0 25 25 24 26 5 21 24 26 26 26 10 8 21 26 split_gain=374288 184242 104396 113503 83791.1 71345.1 42131.3 29530.3 22462.2 70401.2 21151 18274 16720.1 15457.8 10373.9 13146.3 8388.03 7177.77 5172.87 4297.41 3502.23 3254.45 2918.69 2905.25 2795.04 2575.57 2001.05 1835.6 2486.58 3675.94 1958.33 1789.61 726.882 334.156 287.573 134.854 97.8831 67.1811 9.62095 6.89803 threshold=0 239.51250000000002 1 36.89500000000001 333.3454000000001 2022.5000000000002 2 3 4 7.2080000000000002 31.872000000000003 239.51250000000002 5 6 7 86.532000000000025 67.575000000000003 30.162700000000005 8 59.620500000000007 17.739947500000003 1.8005000000000002 1.0000000180025095e-35 52.772000000000013 11.735860000000002 43.177500000000009 9 10 11 2022.5000000000002 48.477070000000005 4.9453750000000012 12 2022.5000000000002 2022.5000000000002 2022.5000000000002 14.982000000000001 15.031000000000001 29.755500000000005 2022.5000000000002 decision_type=9 2 9 2 2 2 1 9 1 2 2 2 9 9 9 2 2 2 9 2 2 2 2 2 2 2 9 9 1 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 5 4 6 -1 10 8 9 12 -4 -5 33 -8 15 16 17 21 20 -19 25 -9 27 32 31 26 -10 36 29 -29 -30 -24 34 -2 -20 -14 37 -16 -26 -34 right_child=7 -3 3 11 -6 -7 13 14 18 -11 -12 -13 35 -15 22 -17 -18 19 23 -21 -22 -23 24 -25 38 -27 -28 28 30 -31 -32 -33 39 -35 -36 -37 -38 -39 -40 -41 leaf_value=0.21342062271247475 -0.031140149918998161 1.1134497642517089 0.1416528308180581 0.71494426450421733 0.7351264781951905 0.70731588741828666 -0.080242279995628427 -0.015279126179065928 -0.011269843799727303 0.61187959308624262 0.47396970701217656 0.35545453658470744 0.14165736267301771 0.048881311592705749 -0.034730648329768486 0.22240471625328062 0.13784448717219325 0.22081587269192648 0.00028551560181837814 0.020821930711919609 0.15214743041992188 0.01893510515379369 0.030589951695622623 0.08349002027511597 -0.030704492449760441 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-0.0348889 -0.0348566 -0.0357242 -0.0539334 internal_weight=0 1324 1304 1187 1130 117 1110 12030 1068 351 472 57 326 638 10962 3039 3014 2975 717 43 431 2932 7923 286 99 411 391 7824 4883 383 4500 57 266 156 102 170 2941 2921 42 164 internal_count=13354 1324 1304 1187 1130 117 1110 12030 1068 351 472 57 326 638 10962 3039 3014 2975 717 43 431 2932 7923 286 99 411 391 7824 4883 383 4500 57 266 156 102 170 2941 2921 42 164 cat_boundaries=0 4 7 8 12 13 15 18 22 25 26 30 31 32 cat_threshold=768 2113616 2204762368 131072 256 16384 2097408 91 201342977 2147581952 1073823744 512 1045 16385 2147549184 0 64 33554432 4195352 140116488 537139200 35651584 134234112 2147549184 65536 134217728 312872966 1409298852 9268 16819234 1 2312 is_linear=0 shrinkage=0.01 Tree=39 num_leaves=36 num_cat=13 split_feature=25 4 25 24 0 0 8 25 24 7 25 0 25 8 1 0 25 4 1 18 7 0 3 9 1 25 25 24 25 0 4 0 0 13 25 split_gain=366829 149902 111728 57471.5 71857.5 46652.5 38722.4 29013.8 30042 28342.2 15278.2 11616.5 11405.3 13498.2 11229.3 6490.02 7841.09 5864.4 5656.69 4997.11 4604.97 3975.52 2913.9 14385.7 2162.99 3462.76 2032.1 3165.12 2953.75 1892.1 691.212 548.021 447.555 125.603 94.2477 threshold=0 333.3454000000001 1 2 115.96500000000002 241.78314000000003 31.809000000000005 3 4 36.89500000000001 5 12.195500000000001 6 86.532000000000025 54.277999999999999 21.624000000000002 7 24.5016 81.615000000000009 27.420000000000005 32.812000000000005 125.83150000000002 7.2030000000000003 9.5602500000000017 21.624000000000002 8 9 10 11 11.366500000000002 125.83150000000002 69.535000000000011 1.2399500000000001 7.2338985000000013 12 decision_type=9 2 9 1 2 2 2 9 1 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 9 9 1 9 2 2 2 2 2 9 left_child=1 2 -1 4 6 -6 9 8 15 -4 -5 20 13 14 22 16 -2 21 -16 26 -12 24 29 -24 25 -10 33 28 -28 -9 -19 -13 -29 34 -14 right_child=7 -3 3 10 5 -7 -8 12 17 -11 11 31 19 -15 18 -17 -18 30 -20 -21 -22 -23 23 -25 -26 -27 27 32 -30 -31 -32 -33 -34 -35 -36 leaf_value=0.43073570539080908 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2949 internal_value=0 0.158125 0.144558 0.111909 0.179905 0.587108 0.15354 -0.0166472 0.0385675 0.136487 0.0386473 0.00709163 -0.0210036 -0.00512384 -0.00701484 0.120938 0.111757 -0.00284945 0.13597 -0.0274687 -0.010421 -0.0116568 -0.00946445 0.0246463 -0.0176906 -0.0232529 -0.0279225 -0.0234086 -0.00455797 -0.0121746 0.110968 0.161143 -0.027121 -0.0340676 -0.034352 internal_weight=0 1324 1299 1183 606 41 565 12030 874 542 577 427 11156 3233 3206 286 265 588 54 7923 383 546 3152 232 520 484 7901 4609 762 2920 42 44 3847 3292 3264 internal_count=13354 1324 1299 1183 606 41 565 12030 874 542 577 427 11156 3233 3206 286 265 588 54 7923 383 546 3152 232 520 484 7901 4609 762 2920 42 44 3847 3292 3264 cat_boundaries=0 4 7 8 12 13 16 20 22 25 29 30 34 38 cat_threshold=768 2113616 2204762368 131072 256 16384 2097408 3162 201342977 98304 1073823744 512 1045 0 2097152 2181562368 4195352 2287600136 537139200 35651584 134234112 65536 67125248 65536 1073807360 313921542 1409298852 9268 16819234 1025 65664 16777217 8388609 4210696 0 32 0 40992 is_linear=0 shrinkage=0.01 Tree=40 num_leaves=32 num_cat=14 split_feature=25 4 24 12 4 25 3 8 25 25 14 24 2 25 1 24 2 9 24 25 26 25 18 3 24 25 26 1 26 25 26 split_gain=358562 240309 89650.8 46778.4 53941.7 43864.9 62555.8 41078.9 33992.6 25438.3 23978.7 12380.4 11363.7 9410.15 11814.7 7931.12 6226.38 14757 5736.42 6662.44 5425.56 4962.68 3496.65 2957.69 1728.12 2787.47 1461.66 1292.67 1145.82 556.765 65.5867 threshold=0 344.25000000000006 1 18.585000000000004 29.353500000000004 2 2.2169500000000002 149.68000000000004 3 4 14.418750000000001 5 4.4228000000000014 6 67.575000000000003 7 15.306500000000002 2.6475000000000004 8 9 2022.5000000000002 10 27.420000000000005 109.45500000000001 11 12 2022.5000000000002 128.13850000000005 2022.5000000000002 13 2022.5000000000002 decision_type=9 2 1 2 2 9 2 2 9 9 2 1 2 9 2 1 2 2 1 9 2 9 2 2 1 9 2 2 2 9 2 left_child=1 2 5 4 8 30 12 9 21 10 11 28 20 14 16 -10 23 -18 19 -13 -7 -4 24 -11 25 -15 -20 -16 -2 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177 20 154 159 97 110 28 20 2938 1162 139 32 51 3094 57 internal_value=0 0.167068 0.146553 0.0789166 0.0646098 0.269974 0.34142 -0.0167815 0.0474764 -0.0177443 0.0376161 0.0287605 0.412251 -0.0214712 -0.00739253 -0.00368992 -0.00990638 0.0446199 0.0102206 0.0376313 0.433842 0.143321 -0.0273289 -0.0133448 -0.0277496 -0.0194047 -0.0218697 0.132854 0.119677 -0.0304904 0.0763491 internal_weight=0 1151 1125 745 718 380 272 12284 691 12251 770 749 237 11481 3380 460 3321 197 634 341 216 231 8101 3124 8073 2041 293 59 115 6032 108 internal_count=13435 1151 1125 745 718 380 272 12284 691 12251 770 749 237 11481 3380 460 3321 197 634 341 216 231 8101 3124 8073 2041 293 59 115 6032 108 cat_boundaries=0 4 5 8 12 16 17 21 22 23 26 29 30 34 38 cat_threshold=67109632 16464 3261202688 163840 2656 256 80 33554432 0 80 1107427328 32768 134234112 557056 16859136 16785920 2064 4719641 2154897928 537140224 33554432 1050 1063 134217728 0 16777216 0 64 1073741824 1027 3255111716 33554721 21 10 2451865728 201330980 8921621 8389673 is_linear=0 shrinkage=0.01 Tree=41 num_leaves=29 num_cat=6 split_feature=25 4 1 0 25 3 8 25 14 2 6 4 25 1 2 9 6 7 2 18 3 1 25 1 1 25 7 6 split_gain=351517 235515 46976.5 102586 64339.4 42209.9 40261.5 24941.5 23500.1 14805.9 12260.4 13519.5 9224.08 11579.6 6102.48 14463.3 3781.46 3568.07 3669.21 3427.15 2898.84 2895.56 1729.55 1622.95 1266.95 794.923 121.977 68.8497 threshold=0 344.25000000000006 21.947000000000003 33.525000000000013 1 11.555000000000001 149.68000000000004 2 14.418750000000001 228.18750000000003 95.142500000000013 36.89500000000001 3 67.575000000000003 15.306500000000002 2.6475000000000004 26.251000000000001 17.668762500000003 33.286525000000005 27.420000000000005 109.45500000000001 39.605212500000015 4 243.26250000000002 128.13850000000005 5 5.847500000000001 140.32000000000002 decision_type=9 2 2 2 9 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 left_child=1 2 4 5 -1 21 7 8 16 10 11 -6 13 14 20 -16 17 18 -2 22 -9 -4 26 -23 -15 -24 -14 -18 right_child=6 -3 3 -5 9 -7 -8 12 -10 -11 -12 -13 19 24 15 -17 27 -19 -20 -21 -22 23 25 -25 -26 -27 -28 -29 leaf_value=0.29599296712357065 0.043879283248916157 1.1077966717573313 0.16330764293670655 0.99190484070777896 0.078926668245929713 0.59260237932205206 0.33219453092777373 -0.013984604079237919 0.36766276927221392 0.33637500451958702 0.26509243320016301 -0.14875651465521919 -0.034109591348779743 0.081077672795013156 0.015371268024552341 0.29907516765594483 -0.052994903564453133 -0.071092220275632792 -0.064230358528368406 0.083352055719920576 0.10679439258575439 -0.045046452113560273 -0.027944348037561646 0.079278549012683691 0.1740916633605957 -0.019518765699320869 -0.019821766492773275 -0.079234130859375002 leaf_weight=174 645 26 20 20 765 20 33 3104 21 23 34 27 2918 27 177 20 20 31 33 28 20 21 2510 21 32 2584 61 20 leaf_count=174 645 26 20 20 765 20 33 3104 21 23 34 27 2918 27 177 20 20 31 33 28 20 21 2510 21 32 2584 61 20 internal_value=0 0.16542 0.145111 0.349757 0.124707 0.193135 -0.0166139 -0.017567 0.03725 0.0851132 0.0791472 0.0711647 -0.0212574 -0.00731861 -0.00980732 0.0441737 0.0284834 0.0338204 0.0386173 -0.0270569 -0.0132114 0.0642746 -0.0274733 0.017116 0.131526 -0.023717 -0.0337039 -0.0661145 internal_weight=0 1151 1125 102 1023 82 12284 12251 770 849 826 792 11481 3380 3321 197 749 709 678 8101 3124 62 8073 42 59 5094 2979 40 internal_count=13435 1151 1125 102 1023 82 12284 12251 770 849 826 792 11481 3380 3321 197 749 709 678 8101 3124 62 8073 42 59 5094 2979 40 cat_boundaries=0 4 7 11 15 19 23 cat_threshold=67109632 16464 3261202688 163840 0 16400 4194560 134234112 557056 16859136 16785920 4719641 2154897928 537140224 33554432 3525607558 1409290660 565301 41 8525856 33816578 469762176 8457286 is_linear=0 shrinkage=0.01 Tree=42 num_leaves=13 num_cat=0 split_feature=10 8 7 0 2 4 0 0 7 7 5 2 split_gain=293572 142708 67317.3 47244.5 19989.8 36602.8 12651.8 40468.2 11734.7 29973.4 11692.5 3556.64 threshold=279.07800000000003 341.27040000000005 174.00000000000003 344.25000000000006 54.277999999999999 27.015000000000004 176.53925000000004 220.33000000000001 239.51250000000002 355.00000000000006 296.22550000000007 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 11 10 -8 -4 -10 -1 -6 right_child=-2 -3 8 -5 5 -7 7 -9 9 -11 -12 -13 leaf_value=-0.0091552975849826437 1.1041050000985464 0.82083398750850134 0.45183648276329036 0.43746511240800223 0.014600315227508544 0.44419313614185046 0.43760508078795213 -0.066725728046603316 -0.074256804784138999 0.46002837408156622 0.23282005214691162 0.12740492951538829 leaf_weight=13020 24 21 30 24 125 26 26 41 21 21 20 36 leaf_count=13020 24 21 30 24 125 26 26 41 21 21 20 36 internal_value=0 -0.0028745 -0.00416636 -0.00581497 -0.00661524 0.0960462 -0.00807993 0.128985 0.300782 0.192886 -0.00878417 0.0398237 internal_weight=0 13411 13390 13318 13294 187 13107 67 72 42 13040 161 internal_count=13435 13411 13390 13318 13294 187 13107 67 72 42 13040 161 is_linear=0 shrinkage=0.01 Tree=43 num_leaves=34 num_cat=13 split_feature=25 10 24 25 0 25 8 1 8 2 25 25 24 2 9 4 5 26 0 0 25 24 1 18 25 24 25 26 2 0 1 11 25 split_gain=342338 291686 84858.9 62548.7 66446.7 72545.5 47283.4 43739.4 20618.9 20144.7 18749.3 14865.3 13389.2 9950.63 34853.6 6059.45 5806.81 5672.98 5100.17 4785.82 3823.63 10961.8 4506.06 3340.1 1900.74 3558.71 2041.82 1194.39 1175.44 1124.87 604.3 398.603 165.201 threshold=0 279.07800000000003 1 2 115.96500000000002 3 149.68000000000004 114.12500000000001 114.42500000000001 67.575000000000003 4 5 6 14.418000000000001 17.668762500000003 21.624000000000002 27.130000000000006 2022.5000000000002 61.945750000000004 269.79925000000003 7 8 117.39000000000001 27.420000000000005 9 10 11 2022.5000000000002 27.415980000000005 112.80200000000001 5.5579100000000006 21.001500000000004 12 decision_type=9 2 1 9 2 9 2 2 2 2 9 9 1 2 2 2 2 2 2 2 9 1 2 2 9 1 9 2 2 2 2 2 9 left_child=1 2 3 27 5 9 11 8 10 -5 16 13 -12 18 15 28 -4 -7 20 -6 21 -2 -22 24 31 26 -26 -1 -15 -20 -27 32 -13 right_child=6 -3 7 4 19 17 -8 -9 -10 -11 12 23 -14 14 -16 -17 -18 -19 29 -21 22 -23 -24 -25 25 30 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.054142282255764666 0.076751906315897414 1.3476638107299805 -0.047250956090977819 0.11141191089003838 0.53089404066403711 0.34355942309530157 0.38528095335795959 0.37263243728723283 0.34328104257583619 0.43800907993316651 0.14218857358296713 -0.0422300304279759 0.0032994057169023726 0.041483585818934798 0.45910932183265685 0.18159457943656229 0.12871279600262642 0.45313429019275187 0.1211355297267437 0.74034564781188961 -0.014520584142911106 -0.014400594615823286 0.12916343385523016 0.082610089118991578 -0.023207871726436263 -0.02975360504409498 0.00016150700272117531 0.012916148049490792 -0.0094476145676204142 0.041138501503528692 -0.010290435778318778 0.012252697378396989 -0.031324902564378046 leaf_weight=58 183 20 301 339 24 95 29 39 20 20 140 338 141 67 20 22 20 94 32 20 2764 412 22 28 637 2845 895 49 140 39 169 20 3393 leaf_count=58 183 20 301 339 24 95 29 39 20 20 140 338 141 67 20 22 20 94 32 20 2764 412 22 28 637 2845 895 49 140 39 169 20 3393 internal_value=0 0.147721 0.131161 0.207056 0.248023 0.222193 -0.0180077 0.0470589 0.0274017 0.126094 0.0169073 -0.0189952 0.0750051 -0.00227499 0.0587711 0.0238071 -0.0351912 0.378054 -0.00668496 0.626099 -0.00844639 0.0144398 -0.0133381 -0.026394 -0.0267937 -0.0222251 -0.00964289 -0.0214304 0.00703736 0.0771935 -0.0285675 -0.0321855 -0.03251 internal_weight=0 1380 1360 699 592 548 12055 661 622 359 602 12026 281 3701 249 229 321 189 3452 44 3381 595 2786 8325 8297 4546 1532 107 207 71 3014 3751 3731 internal_count=13435 1380 1360 699 592 548 12055 661 622 359 602 12026 281 3701 249 229 321 189 3452 44 3381 595 2786 8325 8297 4546 1532 107 207 71 3014 3751 3731 cat_boundaries=0 4 5 9 12 15 19 20 24 25 29 30 34 38 cat_threshold=67126016 16464 3277996288 172544 3682 0 0 50331648 33280 17152 16 3221356544 67125760 0 2153775104 138413081 2153357832 537205760 50331648 21 134217736 557056 66560 16777216 49 3525738662 1409290662 565301 43 1091 26284032 33555457 269484032 1040 0 32 524288 32 is_linear=0 shrinkage=0.01 Tree=44 num_leaves=32 num_cat=12 split_feature=25 4 24 6 25 25 12 4 8 25 25 1 14 3 26 24 5 25 1 25 2 9 18 3 25 24 26 1 26 26 25 split_gain=335586 228245 86560.5 85061.7 66548.7 53144.9 45014.4 52301.8 38326.9 32807.6 23859.7 23325 22853.8 18887.2 15541.5 12093.1 12879.7 8822.95 11148.7 7842.48 5809.98 13857 3292.58 2829.05 1675.32 3203.56 1544.91 1232.71 1129.37 461.189 183.274 threshold=0 344.25000000000006 1 211.12500000000003 2 3 18.585000000000004 29.353500000000004 149.68000000000004 4 5 205.12500000000003 14.418750000000001 2.2169500000000002 2022.5000000000002 6 28.639500000000002 7 67.575000000000003 8 15.306500000000002 2.6475000000000004 27.420000000000005 109.45500000000001 9 10 2022.5000000000002 128.13850000000005 2022.5000000000002 2022.5000000000002 11 decision_type=9 2 1 2 9 9 2 2 2 9 9 2 2 2 2 1 2 9 2 9 2 2 2 2 9 1 2 2 2 2 9 left_child=1 2 3 4 26 13 7 9 10 29 12 -11 15 -6 -7 28 19 18 20 -17 23 -22 24 -12 30 -26 -1 -20 -2 -4 -19 right_child=8 -3 6 -5 5 14 -8 -9 -10 11 17 -13 -14 -15 -16 16 -18 22 27 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 leaf_value=0.052398416256082471 0.15586401335895061 1.0893422297101756 0.2321494488130536 0.90453925657272338 0.23003274302197319 0.430874925700101 0.47711816381525113 0.49296891141820837 0.32410056237018464 -6.4594904510620874e-05 -0.013658710735965252 0.33189241961808874 0.36229499589829217 -0.067936776417952316 0.67447338962554937 -0.028880434181239152 0.23689019163449604 -0.041819865125520474 0.079343588374279156 0.042785431485909679 0.01490583454821743 0.29259961295127868 0.081783989880766197 0.1056576452255249 -0.0073519656772703312 -0.027395402097430677 -0.021929022976093823 0.17109209999442102 0.092784083029803108 0.19117052330161041 -0.030760498583989382 leaf_weight=58 64 26 57 20 117 55 27 27 33 559 3104 22 21 26 50 360 24 338 27 250 177 20 28 20 1092 3230 54 32 51 53 3413 leaf_count=58 64 26 57 20 117 55 27 27 33 559 3104 22 21 26 50 360 24 338 27 250 177 20 28 20 1092 3230 54 32 51 53 3413 internal_value=0 0.161637 0.141633 0.262859 0.234512 0.320036 0.0752615 0.0611981 -0.0162242 0.0443272 -0.0171542 0.0122936 0.0364606 0.164363 0.49932 0.0278119 0.00950903 -0.0207637 -0.00713154 0.000718773 -0.00957337 0.0430981 -0.0264356 -0.0128948 -0.0268437 -0.0223599 0.0152044 0.129105 0.117658 0.194705 -0.0318656 internal_weight=0 1151 1125 380 360 248 745 718 12284 691 12251 581 770 143 105 749 634 11481 3380 610 3321 197 8101 3124 8073 4322 112 59 115 110 3751 internal_count=13435 1151 1125 380 360 248 745 718 12284 691 12251 581 770 143 105 749 634 11481 3380 610 3321 197 8101 3124 8073 4322 112 59 115 110 3751 cat_boundaries=0 4 5 7 10 14 18 19 23 27 31 32 36 cat_threshold=67109632 16464 3261202688 163840 2656 67109120 80 512 0 1073741824 0 16 33685504 32768 134234112 557056 16859136 16785920 2064 4719641 2154897928 537140224 33554432 134217728 0 16777216 8192 3525738662 1409290662 565301 43 1027 0 32 524288 32 is_linear=0 shrinkage=0.01 Tree=45 num_leaves=28 num_cat=13 split_feature=10 25 25 6 24 1 25 25 6 25 8 24 1 1 6 24 25 18 25 25 24 25 1 8 11 8 8 split_gain=298422 220053 97060.2 51971.1 32306.3 40537.7 33250 24295.1 20420.9 9093.38 14105.1 5578.13 4682.38 5599.62 4112.6 3577.22 4714.88 3278.94 2278.64 2024.44 2759.2 2686.69 674.453 149.001 90.3647 89.8267 64.1229 threshold=279.07800000000003 0 1 218.62500000000003 2 131.43000000000004 3 4 2.8373970000000006 5 49.620000000000012 6 51.072690000000009 71.02500000000002 355.00000000000006 7 8 27.420000000000005 9 10 11 12 0.72300000000000009 6.7037500000000003 11.71875 14.519000000000002 92.932500000000019 decision_type=2 9 9 2 1 2 9 9 2 9 2 1 2 2 2 1 9 2 9 9 1 9 2 2 2 2 2 left_child=1 2 -1 4 6 7 11 -6 -8 10 12 -4 15 -14 -5 16 -3 19 -17 23 21 -21 -22 24 -11 -25 -12 right_child=-2 9 3 14 5 -7 8 -9 -10 17 26 -13 13 -15 -16 18 -18 -19 -20 20 22 -23 -24 25 -26 -27 -28 leaf_value=0.36965861068284223 1.071074171433082 -0.0098770348012551384 -0.032812408455147234 0.52753243589401244 0.13736116163870868 0.3428013277053833 0.16746829774490621 -0.0070516326181345535 -0.068653358243978946 -0.031551085931068597 0.19107598225275677 0.052846344260282292 0.20836867895993319 0.0078975618532613704 0.32939965204759075 -0.037959370654898808 0.036326632498869277 0.085881498257319125 -0.010107078733860788 -0.030334651588940276 -0.026142935501849374 0.0012575559326692633 -0.012183770938501657 -0.0021447145938873293 -0.010735476726577396 -0.028816056044205375 0.16636375648634777 leaf_weight=111 26 563 111 20 126 39 602 811 39 3031 21 205 22 38 22 375 351 27 1361 368 3595 940 383 28 21 23 21 leaf_count=111 26 563 111 20 126 39 602 811 39 3031 21 205 22 38 22 375 351 27 1361 368 3595 940 383 28 21 23 21 internal_value=0 -0.00131975 0.0927086 0.0753595 0.0681796 0.0266339 0.109131 0.0137585 0.15075 -0.0189488 -0.00312322 0.0226738 -0.00595298 0.0814036 0.423749 -0.00793086 0.0080675 -0.0241138 -0.0163065 -0.0244966 -0.0205669 -0.00779349 -0.0247368 -0.0310246 -0.0314079 -0.014173 0.17872 internal_weight=0 13254 2086 1975 1933 976 957 937 641 11168 2752 316 2710 60 42 2650 914 8416 1736 8389 5286 1308 3978 3103 3052 51 42 internal_count=13280 13254 2086 1975 1933 976 957 937 641 11168 2752 316 2710 60 42 2650 914 8416 1736 8389 5286 1308 3978 3103 3052 51 42 cat_boundaries=0 4 7 8 12 15 19 20 21 24 27 31 32 36 cat_threshold=201343745 2179152 3278389504 172576 256 16384 4194560 3186 67108865 2162688 1091043328 512 1 0 34078720 4195352 2286428800 537336832 16777216 34 57 24 2285896192 536870912 0 134742016 461824 1394999302 75765036 41589 3210 1027 8466560 33587201 1048576 33570816 is_linear=0 shrinkage=0.01 Tree=46 num_leaves=31 num_cat=13 split_feature=25 9 25 6 24 4 1 25 25 25 1 5 5 1 24 8 25 0 25 0 18 4 9 24 25 24 24 8 8 8 split_gain=272861 153996 84716.1 79134.4 41642 51205.6 35151.2 35792.3 24272.9 20960.6 14482.3 12251.9 10789.8 9817.52 10038.1 7364.13 5226.89 6584.61 3951.92 3794.28 3045.92 2427.9 5761.2 2198.51 2070.73 3126.7 2014.98 1742.48 390.918 173.991 threshold=0 223.50400000000005 1 218.62500000000003 2 28.885500000000004 31.872000000000003 3 4 5 195.14400000000003 8.3918550000000014 53.44400000000001 54.277999999999999 6 49.620000000000012 7 35.061020000000006 8 68.238600000000005 27.420000000000005 7.3867500000000001 3.5710000000000006 9 10 11 12 64.682500000000019 132.16975000000005 6.7037500000000003 decision_type=9 2 9 2 1 2 2 9 9 9 2 2 2 2 1 2 9 2 9 2 2 2 2 1 9 1 1 2 2 2 left_child=1 2 -1 4 5 8 7 -6 -4 11 -8 13 -13 14 -2 16 17 21 23 -19 24 26 -23 -16 29 -26 -11 -17 -29 -18 right_child=9 -3 3 -5 6 -7 10 -9 -10 15 -12 12 -14 -15 18 27 20 19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.36613950406224277 0.0691969065177135 0.81045111522078517 0.2451171124176901 0.5505928550826179 0.17843086619810625 0.50136755854696846 0.41632470030938429 -0.016084423710829378 0.077859210468697967 0.0096577694611889985 0.085139550229777455 0.36336266565322872 0.067276168018579482 0.18629376547677176 0.044852421937450287 0.15971894718351817 -0.031570196656212843 0.1589568082152589 -0.045354369148916128 0.010255976021289826 0.080310166605881278 0.0042349301723647965 0.18836643528938293 -0.0076749729177226188 -0.0075930583994794345 -0.02479528810996336 -0.017116558064906539 0.02423287813480084 0.082241902010781423 -0.009137855189187187 leaf_weight=111 224 32 112 36 100 37 31 669 446 340 23 20 32 35 114 21 2856 37 186 32 28 113 20 220 1434 4357 1532 26 21 35 leaf_count=111 224 32 112 36 100 37 31 669 446 340 23 20 32 35 114 21 2856 37 186 32 28 113 20 220 1434 4357 1532 26 21 35 internal_value=0 0.122954 0.109683 0.086988 0.0758315 0.138775 0.0282957 0.0113213 0.117219 -0.0160171 0.275264 0.0321515 0.181156 0.0226179 0.0149181 -0.0197319 -0.0204042 -0.00602593 -0.00960943 0.0899941 -0.0237937 -0.00936042 0.0319239 0.0110362 -0.0241568 -0.020556 -0.0122935 0.0839887 0.0501518 -0.0311907 internal_weight=0 1597 1565 1454 1418 595 823 769 558 11683 54 831 52 779 744 10852 10784 2074 520 69 8710 2005 133 334 8682 5791 1872 68 47 2891 internal_count=13280 1597 1565 1454 1418 595 823 769 558 11683 54 831 52 779 744 10852 10784 2074 520 69 8710 2005 133 334 8682 5791 1872 68 47 2891 cat_boundaries=0 4 7 8 11 14 18 19 22 26 27 31 32 33 cat_threshold=201327360 16464 2204631296 163872 256 16384 4194560 1138 0 0 50855936 0 16 2183135232 16385 2149646336 1074085888 16785920 2152 4195352 4727424 537009152 16385 2147483648 16384 16777728 1030 1395001350 75765036 41588 68746 1027 17 is_linear=0 shrinkage=0.01 Tree=47 num_leaves=27 num_cat=11 split_feature=10 25 25 6 26 24 1 1 25 25 2 1 25 10 0 5 10 8 18 24 25 0 25 25 24 8 split_gain=290738 211168 91984.2 51608.1 34537 34473.6 54713.4 37588.9 28299.6 25950.9 19809.2 17301.3 10267.3 7141.38 5521.45 12559.3 4688.05 4621.65 2985.86 2810.02 8949.18 2330.94 2161.5 2026.34 3072.3 159.728 threshold=279.07800000000003 0 1 218.62500000000003 2022.5000000000002 2 31.872000000000003 217.36500000000004 3 4 39.872500000000009 14.418000000000001 5 27.749250000000004 33.12850000000001 7.0052499999999993 73.929000000000016 73.929000000000016 27.420000000000005 6 7 71.02500000000002 8 9 10 6.7037500000000003 decision_type=2 9 9 2 2 1 2 2 9 9 2 2 9 2 2 2 2 2 2 1 9 2 9 9 1 2 left_child=1 2 4 5 -1 8 9 -8 11 -7 -10 -4 13 14 19 21 -15 18 23 20 -3 -16 -21 25 -25 -14 right_child=-2 12 3 -5 -6 6 7 -9 10 -11 -12 -13 17 16 15 -17 -18 -19 -20 22 -22 -23 -24 24 -26 -27 leaf_value=0.2357846707203349 1.0571996685174796 -0.013362644389377419 0.27656823656138252 0.42698419873307397 0.59031524868011476 -0.034153925827704372 0.45237230473873657 -0.020976718711853026 0.064801903426796578 0.060981570449998475 0.38730863666534426 -0.015665245678113855 -0.031254494717443779 0.17227075439233047 0.061700233947939991 0.28761286939893449 -0.016039845712482931 0.12859547233581542 0.079507062030690051 -0.0056330257443983275 0.050096377871586731 -0.050286153695162608 -0.031999281779412303 -0.0075318269708477686 -0.024566395613474505 -0.010058208505312603 leaf_weight=61 26 695 170 41 50 502 51 25 399 646 20 23 2856 39 41 21 20 20 28 873 315 34 486 1437 4365 36 leaf_count=61 26 695 170 41 50 502 51 25 399 646 20 23 2856 39 41 21 20 20 28 873 315 34 486 1437 4365 36 internal_value=0 -0.00129799 0.093457 0.0756908 0.362799 0.0682582 0.0365184 0.296665 0.129033 0.0196142 0.0783266 0.229834 -0.0180854 -0.00028703 -0.00289051 0.0714568 0.108437 -0.0232179 -0.0235927 -0.00590331 0.00672614 0.0109331 -0.0152269 -0.0239247 -0.0203676 -0.0308838 internal_weight=0 13254 1988 1877 111 1836 1224 76 612 1148 419 193 11266 2524 2465 96 59 8742 8722 2369 1010 75 1359 8694 5802 2892 internal_count=13280 13254 1988 1877 111 1836 1224 76 612 1148 419 193 11266 2524 2465 96 59 8742 8722 2369 1010 75 1359 8694 5802 2892 cat_boundaries=0 4 7 8 11 15 19 20 23 25 29 30 cat_threshold=201327361 2113616 3278389504 172576 256 16384 4194560 1136 134217728 16 2149580800 67109376 16 2149597184 131616 4211736 2152276608 537336832 16777216 59 1048 4268160 536870912 1048 2151751808 1395001350 75765036 41588 68746 1027 is_linear=0 shrinkage=0.01 Tree=48 num_leaves=34 num_cat=17 split_feature=25 9 25 6 24 4 25 25 5 5 25 8 24 25 8 25 25 0 4 4 25 24 18 24 25 4 25 24 0 8 24 8 8 split_gain=262786 149976 84729 79841.3 45481.5 35114.4 22640.8 20028.1 12008.9 10604.7 8529.94 7720.94 7455.84 9054.83 7122.1 5494.04 5004.26 6375.14 8455.83 4933.94 4846.27 3530.49 2926 2211.07 3065.52 2079.32 1987.95 3004.4 1980.52 1722.33 743.772 379.127 167.289 threshold=0 223.50400000000005 1 218.62500000000003 2 28.885500000000004 3 4 8.3918550000000014 53.44400000000001 5 17.952000000000002 6 7 49.620000000000012 8 9 12.195500000000001 2.6475000000000004 166.68000000000004 10 11 27.420000000000005 12 13 17.105100000000004 14 15 61.945750000000004 64.682500000000019 16 132.16975000000005 6.7037500000000003 decision_type=9 2 9 2 1 2 9 9 2 2 9 2 1 9 2 9 9 2 2 2 9 1 2 1 9 2 9 1 2 2 1 2 2 left_child=1 2 -1 4 10 6 -6 8 11 -10 -4 12 13 21 16 -12 17 23 28 -7 -14 -2 26 24 -9 -25 32 -28 -19 -16 -22 -31 -18 right_child=7 -3 3 -5 5 19 -8 14 9 -11 15 -13 20 -15 29 -17 22 18 -20 -21 30 -23 -24 25 -26 -27 27 -29 -30 31 -32 -33 -34 leaf_value=0.37111434111387837 0.045300142360945879 0.79912901610136033 -0.069404202517816579 0.55792882973807201 0.21274795046719638 0.48997938996269591 0.074742388449740835 -0.021705295571259092 0.35952297163009644 0.065986924916505818 -0.0057799186896679644 0.1740359328687191 0.027663639729050386 0.11352042695901689 0.15794873504411608 0.060520024062213247 -0.030941949656760812 -0.0024899220743844677 0.22158492372013056 0.29390205437486822 -0.018119501876831055 -0.033024655527773158 0.078711994928973059 -0.018280896551676227 0.037822205214807302 0.034661186016522925 -0.007442857260801127 -0.024305278762022535 0.090739454800082789 0.02349194430387937 -0.05858305948121207 0.080619376046316957 -0.0089458944456917901 leaf_weight=105 108 32 108 35 155 21 613 144 20 32 269 32 164 127 21 226 2856 86 26 33 115 103 28 1517 192 78 1434 4357 31 26 130 21 35 leaf_count=105 108 32 108 35 155 21 613 144 20 32 269 32 164 127 21 226 2856 86 26 33 115 103 28 1517 192 78 1434 4357 31 26 130 21 35 internal_value=0 0.120669 0.107567 0.0854858 0.0744819 0.122183 0.106338 -0.0157132 0.0313722 0.178885 0.00730903 0.0219281 0.0154121 0.0493274 -0.0193444 0.0250894 -0.0200055 -0.00593622 0.0584615 0.370154 -0.0134919 0.0073015 -0.023322 -0.0107359 0.0124204 -0.0155941 -0.0236779 -0.0201497 0.0222119 0.0826577 -0.0410454 0.049017 -0.0305699 internal_weight=0 1597 1565 1460 1425 822 768 11683 831 52 603 779 747 338 10852 495 10784 2074 143 54 409 211 8710 1931 336 1595 8682 5791 117 68 245 47 2891 internal_count=13280 1597 1565 1460 1425 822 768 11683 831 52 603 779 747 338 10852 495 10784 2074 143 54 409 211 8710 1931 336 1595 8682 5791 117 68 245 47 2891 cat_boundaries=0 4 7 8 11 15 18 19 23 26 29 33 34 35 38 42 43 44 cat_threshold=201327360 16464 2204631296 163872 256 16384 33554688 901 0 16 2153775104 16385 2149646336 1074085888 16785920 67108864 16 6291456 2668 16385 2147483648 16384 512 512 64 2147483648 4195352 4727424 537009152 16384 2147483648 0 16777728 524 17 16 524288 536870912 1395001350 75765036 41588 68746 1027 1281 is_linear=0 shrinkage=0.01 Tree=49 num_leaves=23 num_cat=11 split_feature=10 25 25 6 24 4 25 25 4 25 25 8 24 4 10 24 18 25 24 8 8 8 split_gain=283279 202803 88980.6 49411.3 33426.5 32727.1 26664.1 19501.6 11778.4 11570.6 8239.8 7299.5 5279.59 4126.9 12681.1 4302.06 3032.98 1958.46 2410.36 815.326 350.121 121.212 threshold=279.07800000000003 0 1 218.62500000000003 2 216.24000000000004 3 4 149.69580000000005 5 6 29.010000000000002 7 6.9475000000000007 7.5980000000000016 8 27.420000000000005 9 10 49.620000000000012 97.70750000000001 6.7037500000000003 decision_type=2 9 9 2 1 2 9 9 2 9 9 2 1 2 2 1 2 9 1 2 2 2 left_child=1 2 -1 4 5 6 -4 12 10 -9 11 13 -6 15 -15 -3 17 21 -19 -13 -21 -12 right_child=-2 8 3 -5 7 -7 -8 9 -10 -11 16 19 -14 14 -16 -17 -18 18 -20 20 -22 -23 leaf_value=0.35646905914811067 1.0435500915233906 0.0053835357115967842 0.20751156966081649 0.41784262750206924 0.0054853817503503037 0.52659821951389307 0.061760890433569408 0.1344609448313713 0.21885836816969373 0.039962606766238445 -0.030632530247485423 0.054412546078948409 -0.084009323806213829 0.010254693061790682 0.27791123318672184 -0.020578676314560423 0.082637394467989594 -0.0081496159338905489 -0.023694037930616498 0.14657630054847054 0.090775534835728727 -0.012654098021356683 leaf_weight=111 26 1129 199 41 131 20 393 154 21 810 2856 34 129 154 20 1455 27 1362 4125 23 22 38 leaf_count=111 26 1129 199 41 131 20 393 154 21 810 2856 34 129 154 20 1455 27 1362 4125 23 22 38 internal_value=0 -0.00128138 0.091578 0.0741071 0.0668347 0.126674 0.115303 0.0355892 -0.0177329 0.0562843 -0.0181905 -0.00339309 -0.0403847 -0.00611982 0.0410198 -0.00929408 -0.0231518 -0.0235203 -0.0198574 0.0913714 0.119296 -0.0302918 internal_weight=0 13254 1988 1877 1836 612 592 1224 11266 964 11245 2837 260 2758 174 2584 8408 8381 5487 79 45 2894 internal_count=13280 13254 1988 1877 1836 612 592 1224 11266 964 11245 2837 260 2758 174 2584 8408 8381 5487 79 45 2894 cat_boundaries=0 4 7 8 11 15 19 23 24 25 29 30 cat_threshold=201327361 2113616 3278389504 172576 256 16384 4194560 1136 134217728 16 2183135232 67108864 16 2149597184 131104 0 64 34078720 40960 4211736 2286494336 537336832 16777216 2316 59 1395001350 75765036 41588 68746 1027 is_linear=0 shrinkage=0.01 Tree=50 num_leaves=37 num_cat=15 split_feature=25 4 24 6 25 25 0 24 8 4 25 2 26 8 26 13 25 24 24 25 26 25 18 26 24 25 6 8 8 25 24 3 0 2 26 26 split_gain=226145 112767 67333.7 60997.3 58223.2 41885.5 40870.5 38725 30818.3 22852.2 17281.1 15235.4 20944.1 13420.8 10487.4 8286.36 7848.81 9393 7619.37 6239.36 5896.67 2685.88 3026.79 2509.01 2130.06 2081.82 1464.57 934.164 489.68 256.345 155.809 105.303 79.7133 25.2813 15.4276 8.98368 threshold=0 272.07425000000006 1 64.847000000000023 2 3 5.3098230000000006 4 18.645000000000003 149.69580000000005 5 26.134500000000006 2022.5000000000002 63.49965000000001 2022.5000000000002 55.232840000000003 6 7 8 9 2022.5000000000002 10 27.420000000000005 2022.5000000000002 11 12 3.2070000000000003 17.952000000000002 129.81200000000004 13 14 0.34100000000000003 16.727500000000003 1.0000000180025095e-35 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 9 9 2 1 2 2 9 2 2 2 2 2 9 1 1 9 2 9 2 2 1 9 2 2 2 9 1 2 2 2 2 2 left_child=1 2 3 4 6 7 20 23 16 10 13 12 -9 15 -6 18 17 -7 27 -20 -1 29 24 -4 25 -23 -26 -2 -15 33 31 -31 -32 34 -12 -18 right_child=9 -3 5 -5 14 8 -8 11 -10 -11 21 -13 -14 28 -16 -17 35 -19 19 -21 -22 22 -24 -25 26 -27 -28 -29 -30 30 32 -33 -34 -35 -36 -37 leaf_value=-0.06497348929706373 -0.029580583603991208 0.70744996219873435 -0.050780742047196736 0.76872839975357055 0.42945650470958036 0.093735013705928141 0.44130028943220773 0.16712285278020084 0.30318544687543597 0.22606679561810616 -0.041922469510075944 -0.0033798891305923465 0.36956931045374924 0.1397961604076883 0.26215178148070378 0.1818110832810402 -0.065314499260605993 -0.0077404675552667666 0.036015054378533522 -0.001077458577534519 0.062716229031051424 -0.023224013632984677 0.090148633384704593 0.043104326269843361 -0.026209461883012153 -0.0014320248798545135 0.0022551503457636109 0.03134137740501991 0.20505020354105077 -0.024511828728437865 -0.032351073055178536 -0.039290247641357724 -0.052425751328468329 -0.033863527519362314 -0.046296736177244634 -0.070276094567444589 leaf_weight=76 788 32 59 20 85 113 24 108 35 39 192 24 97 23 67 25 74 353 586 1902 69 777 25 55 3371 1006 191 26 23 883 1801 51 20 28 139 72 leaf_count=76 788 32 59 20 85 113 24 108 35 39 192 24 97 23 67 25 74 353 586 1902 69 777 25 55 3371 1006 191 26 23 883 1801 51 20 28 139 72 internal_value=0 0.119949 0.106726 0.226277 0.199528 0.062629 0.0557578 0.150683 0.0143652 -0.0155879 -0.0163959 0.225173 0.262915 0.00277475 0.333753 0.000437489 -0.00191754 0.0183185 -0.000935722 0.00776816 -0.0042108 -0.0239926 -0.0195911 -0.00504295 -0.020141 -0.0110052 -0.024614 -0.0272993 0.172423 -0.0314959 -0.0300038 -0.0250506 -0.0323937 -0.0418226 -0.0437594 -0.0634176 internal_weight=0 1363 1331 341 321 990 169 343 647 11896 11857 229 205 3373 152 3327 612 466 3302 2488 145 8484 5370 114 5345 1783 3562 814 46 3114 2755 934 1821 359 331 146 internal_count=13259 1363 1331 341 321 990 169 343 647 11896 11857 229 205 3373 152 3327 612 466 3302 2488 145 8484 5370 114 5345 1783 3562 814 46 3114 2755 934 1821 359 331 146 cat_boundaries=0 4 5 9 13 14 18 21 22 23 27 31 32 36 40 41 cat_threshold=67109632 2113616 3261743104 164384 2144 67109376 64 524288 512 256 80 34226176 33280 772 138413081 2283380864 537138176 8192 67109376 2097152 1075838976 3 896 134217737 557056 262144 8192 35946502 335549740 360818996 50334722 1043 1360212096 33554433 1 24 0 32 67840 16777216 2309 is_linear=0 shrinkage=0.01 Tree=51 num_leaves=14 num_cat=1 split_feature=4 8 6 1 6 0 4 0 7 24 2 7 4 split_gain=126928 39835 46882.4 25003.4 53345.1 44250.9 23892.1 16586.8 15254.9 13761.3 19584.2 2881.13 129.783 threshold=207.80256000000003 263.93200000000007 297.60100000000006 31.872000000000003 25.164000000000005 33.12850000000001 293.85000000000008 344.25000000000006 7.4521190000000024 0 156.16500000000005 183.80721500000004 238.08750000000003 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 2 3 7 5 8 12 9 -5 11 -11 -1 -2 right_child=6 -3 -4 4 -6 -7 -8 -9 -10 10 -12 -13 -14 leaf_value=-0.022351263466045747 0.27602139494635841 0.37981866907190392 0.4195370191794176 -0.011336426072120667 0.581844977915287 0.46031253365178904 0.62129873760284915 0.24461943663083591 0.24317204585442179 -0.0018517620518839206 0.23518245438167029 -0.1370866346359253 0.24167249506170099 leaf_weight=4228 22 27 26 250 20 24 31 26 26 8500 35 22 22 leaf_count=4228 22 27 26 250 20 24 31 26 26 8500 35 22 22 internal_value=0 -0.00389333 -0.00468076 -0.00552073 0.0817899 0.0484529 0.40866 -0.00770163 0.012639 -0.00821475 -0.000878712 -0.0228913 0.258847 internal_weight=0 13184 13157 13131 320 300 75 12811 276 12785 8535 4250 44 internal_count=13259 13184 13157 13131 320 300 75 12811 276 12785 8535 4250 44 cat_boundaries=0 1 cat_threshold=904 is_linear=0 shrinkage=0.01 Tree=52 num_leaves=33 num_cat=14 split_feature=25 4 24 6 25 25 0 24 8 4 25 10 2 25 5 10 24 2 25 0 25 0 4 25 18 24 25 6 0 25 7 2 split_gain=220335 108568 65835.1 59490.6 57052.3 40952.9 39944.8 37926.5 30070.9 21942.1 16866.6 18954.3 15039.4 7648.08 8380.11 7646.12 7331.33 16846.1 16338.8 6245.75 6712.32 4870.15 3962.63 2706.75 2764.35 1911.67 2256.66 1384.34 244.784 178.933 102.915 26.8719 threshold=0 272.07425000000006 1 64.847000000000023 2 3 5.3098230000000006 4 23.848040000000005 149.69580000000005 5 30.162700000000005 26.134500000000006 6 38.528000000000006 73.929000000000016 7 43.248000000000012 8 10.446600000000002 9 105.004 2.6475000000000004 10 27.420000000000005 11 12 3.2070000000000003 23.806250000000002 13 13.272000000000004 1.0000000180025095e-35 decision_type=9 2 1 2 9 9 2 1 2 2 9 2 2 9 2 2 1 2 9 2 9 2 2 9 2 1 9 2 2 9 2 2 left_child=1 2 3 4 6 7 -1 -4 13 10 11 16 -9 14 -7 -13 17 18 -2 20 -18 -6 -21 28 25 26 -25 -27 29 31 -31 -12 right_child=9 -3 5 -5 21 8 -8 12 -10 -11 23 15 -14 -15 -16 -17 19 -19 -20 22 -22 -23 -24 24 -26 27 -28 -29 -30 30 -32 -33 leaf_value=-0.0043354159963542018 0.12768071085473767 0.69487425416707993 -0.0051769727708831917 0.75936702728271488 0.37510516504141 0.0081036949723581712 0.43610159993171693 0.26006856465921169 0.31320718675851822 0.22141872155360687 -0.042530341572312239 0.25948377919502746 -0.004507822593053182 -0.069578721523284912 0.21224390302385604 0.045074466096943822 0.025479994514968497 0.30079819798469543 0.0016888537017210104 0.02581011002713984 -0.024259584660152864 0.21422221790660512 0.15927922835716835 -0.024355750492031522 0.083421594546391406 -0.025652769147324176 -0.0018714187095655835 0.0017992349061154828 -0.06644886386394501 -0.029728468674621616 -0.05053257574637731 -0.03215279702787046 leaf_weight=145 105 32 114 20 130 474 24 205 32 39 329 39 24 120 21 29 316 21 996 154 1687 22 26 769 26 3458 1064 194 20 2573 24 27 leaf_count=145 105 32 114 20 130 474 24 205 32 39 329 39 24 120 21 29 316 21 996 154 1687 22 26 769 26 3458 1064 194 20 2573 24 27 internal_value=0 0.11841 0.10544 0.223652 0.197241 0.0618396 0.0549598 0.148906 0.0141182 -0.0153747 -0.0161665 0.0027727 0.222619 -0.00121457 0.0164322 0.168045 -0.000619361 0.0200521 0.0148794 -0.0112841 -0.0164064 0.330102 0.045089 -0.0236715 -0.0194118 -0.0199346 -0.0113853 -0.0241284 -0.0314763 -0.031346 -0.029806 -0.0406028 internal_weight=0 1363 1331 341 321 990 169 343 647 11896 11857 3373 229 615 495 68 3305 1122 1101 2183 2003 152 180 8484 5511 5485 1833 3652 2973 2953 2597 356 internal_count=13259 1363 1331 341 321 990 169 343 647 11896 11857 3373 229 615 495 68 3305 1122 1101 2183 2003 152 180 8484 5511 5485 1833 3652 2973 2953 2597 356 cat_boundaries=0 4 5 9 13 14 18 21 22 25 29 33 34 38 42 cat_threshold=67109632 2113616 3261743104 164384 2144 67109376 64 524288 512 256 80 34226176 33280 772 138413081 2283380864 537138176 8192 512 2097152 3223322624 1045 1 32768 1024 4194312 2148073472 262144 8192 35946562 343938348 360818996 50334722 1043 1897083012 33554433 1 8 0 32 67840 16777216 is_linear=0 shrinkage=0.01 Tree=53 num_leaves=34 num_cat=12 split_feature=25 4 24 6 25 0 4 4 25 4 1 25 10 2 2 1 24 25 2 0 25 0 10 4 25 18 24 25 1 6 1 0 25 split_gain=216066 105722 70653.8 56377.1 50080.9 37784.9 29812.1 90030.2 35926.2 21464.7 17990.9 17394.6 17248.8 11303.4 11257.6 10758.4 9268.39 21403.3 19367.3 6020.18 6756.4 4773.24 4397.46 3976.59 2664.68 2916.07 1897.12 2135.32 1591.27 1384.5 269.978 224.643 129.737 threshold=0 272.07425000000006 1 64.847000000000023 2 5.3098230000000006 29.353500000000004 166.68000000000004 3 149.69580000000005 195.14400000000003 4 30.162700000000005 219.40000000000003 26.134500000000006 2.822397 5 6 43.248000000000012 10.446600000000002 7 105.004 73.929000000000016 2.6475000000000004 8 27.420000000000005 9 10 36.127320000000005 3.2070000000000003 23.347670000000004 20.765000000000004 11 decision_type=9 2 1 2 9 2 2 2 9 2 2 9 2 2 2 2 1 9 2 2 9 2 2 2 9 2 1 9 2 2 2 2 9 left_child=1 2 3 4 5 -1 8 -8 14 11 13 12 16 -10 28 22 17 -2 -19 20 -18 -6 -14 -21 30 26 27 -26 -4 -28 31 32 -13 right_child=9 -3 6 -5 21 -7 7 -9 10 -11 -12 24 15 -15 -16 -17 19 18 -20 23 -22 -23 -24 -25 25 -27 29 -29 -30 -31 -32 -33 -34 leaf_value=0.00112951307826572 0.14576384758386085 0.68792553380131727 0.17925323895432732 0.75177336788177485 0.37135411262512208 0.43174058338006338 0.78437942050752185 -0.14159576756613595 -0.0048763992504839513 0.219204531449538 0.25686174296099568 -0.039503197053766384 0.1633922585419246 0.23083444549923851 -0.060202906847000123 0.35468802665919064 0.02523301024378443 0.0016889215683392493 0.31598322552442548 0.024106297630530137 -0.024620643559838978 0.2120799935947765 -0.025535379323092373 0.15768643250832193 -0.023813110682737046 0.088440036392211929 -0.02544926941480774 -0.0020658697057968109 0.27338335371017458 0.0019934491505942393 -0.068042813420295709 -0.063007334145632657 -0.029452351272759098 leaf_weight=135 117 32 176 20 130 24 21 21 652 39 29 352 28 21 20 20 316 996 20 156 1712 22 22 26 782 25 3510 1070 20 194 20 22 2509 leaf_count=135 117 32 176 20 130 24 21 21 652 39 29 352 28 21 20 20 316 996 20 156 1712 22 22 26 782 25 3510 1070 20 194 20 22 2509 internal_value=0 0.119229 0.106057 0.23018 0.204039 0.0622145 0.0602348 0.321392 0.0489426 -0.0150007 0.0128049 -0.0157811 0.00330425 0.00247862 0.158461 0.158671 6.0868e-05 0.0231967 0.00779905 -0.0118515 -0.0168495 0.326801 0.0802641 0.0431892 -0.0234351 -0.0192846 -0.0198041 -0.0113271 0.188858 -0.0239473 -0.0313209 -0.0311747 -0.03093 internal_weight=0 1323 1291 331 311 159 960 42 918 11936 702 11897 3413 673 216 70 3343 1133 1016 2210 2028 152 50 182 8484 5581 5556 1852 196 3704 2903 2883 2861 internal_count=13259 1323 1291 331 311 159 960 42 918 11936 702 11897 3413 673 216 70 3343 1133 1016 2210 2028 152 50 182 8484 5581 5556 1852 196 3704 2903 2883 2861 cat_boundaries=0 4 5 8 12 16 17 21 25 29 30 34 38 cat_threshold=67109632 2113616 3261743104 163872 2144 67109376 64 524288 256 16 1107968000 32768 138413081 2283380864 537138176 8704 1045 1 32768 1024 512 4194312 2148073472 262144 8192 35946566 343938348 360818996 50334720 1043 1897082880 1 1 26 0 32 67840 16777216 is_linear=0 shrinkage=0.01 Tree=54 num_leaves=14 num_cat=0 split_feature=0 7 13 13 8 0 0 1 2 7 7 1 0 split_gain=99348 94048.1 22599.6 37558.4 19667.1 15553.4 55318.5 13037.3 13580.7 9800.94 22432.7 8450.21 109.831 threshold=344.25000000000006 162.18600000000004 92.932500000000019 214.15000000000003 263.93200000000007 181.87500000000003 220.33000000000001 109.32500000000002 39.872500000000009 355.00000000000006 239.51250000000002 263.93200000000007 259.57500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 7 -7 8 -1 10 -3 -9 -8 right_child=-2 9 3 -5 -6 6 12 11 -10 -11 -12 -13 -14 leaf_value=-0.0093095375442639721 0.5464883887406552 0.427498060819265 0.51345811464569791 -0.070870821259238506 0.28644272389619246 0.54274238607157832 -0.080459645011208281 0.16059052050113679 0.071022604793031643 0.53066384124755861 0.029801433604696524 -0.013546561273661526 -0.048487154642740893 leaf_weight=12679 33 37 22 22 23 23 22 76 214 20 23 44 21 leaf_count=12679 33 37 22 22 23 23 22 76 214 20 23 44 21 internal_value=0 -0.00288008 -0.0049603 0.221294 -0.00572012 -0.0062339 0.14689 -0.00701052 -0.00797617 0.338952 0.275048 0.0967403 -0.0648452 internal_weight=0 13226 13146 44 13102 13079 66 13013 12893 80 60 120 43 internal_count=13259 13226 13146 44 13102 13079 66 13013 12893 80 60 120 43 is_linear=0 shrinkage=0.01 Tree=55 num_leaves=21 num_cat=9 split_feature=10 25 7 24 26 1 24 24 8 5 0 25 0 24 24 25 0 13 13 25 split_gain=309282 206855 138950 102807 63586.5 33733.2 27949.7 26830 24893 23505.5 17302 15553.8 14062.4 13930.2 12342.3 4892.57 3848.42 3531.89 3221.17 2630.62 threshold=279.07800000000003 0 162.18600000000004 1 2022.5000000000002 114.12500000000001 2 3 234.55500000000004 211.12500000000003 8.0855000000000015 4 220.33000000000001 5 6 7 5.3098230000000006 13.812500000000002 31.809000000000005 8 decision_type=2 9 2 1 2 2 1 1 2 2 2 9 2 1 1 9 2 2 2 9 left_child=1 2 3 4 6 13 -1 -6 9 11 -9 12 14 16 -3 -15 -5 19 -19 -13 right_child=-2 8 -4 5 7 -7 -8 10 -10 -11 -12 17 -14 15 -16 -17 -18 18 -20 -21 leaf_value=0.19799732240912032 1.1579691957390827 0.028656015597811314 0.75140923936026438 0.081004654518763236 0.43414737648772495 0.31468389412936043 -0.0089563162415115926 0.24140396868928951 0.33821080029010775 0.25579758152365684 -0.064590313123620083 -0.029838594167607226 0.25703455383127388 -0.0090411612684327056 -0.014229908464932833 -0.088875688292763461 -0.066669675588607785 0.077271233201026912 -0.031793720881144204 -0.018443628374649662 leaf_weight=136 23 1120 35 150 127 34 125 94 20 32 23 3194 22 163 1643 155 20 68 45 6111 leaf_count=136 23 1120 35 150 127 34 125 94 20 32 23 3194 22 163 1643 155 20 68 45 6111 internal_value=0 -0.00264613 0.130569 0.110683 0.210453 0.00993975 0.106125 0.330675 -0.0142853 -0.0148732 0.166979 -0.0155829 0.00519285 -0.0110887 0.00320639 -0.0494775 0.0600961 -0.021709 0.0338383 -0.0224069 internal_weight=0 13317 1062 1027 505 522 261 244 12255 12235 117 12203 2785 488 2763 318 170 9418 113 9305 internal_count=13340 13317 1062 1027 505 522 261 244 12255 12235 117 12203 2785 488 2763 318 170 9418 113 9305 cat_boundaries=0 4 5 6 7 11 12 13 15 19 cat_threshold=17152 2097232 2769152 163872 619 608 545 201327641 2148081792 3791979520 16785920 144 3124 512 16 49709062 621041956 419440788 65537 is_linear=0 shrinkage=0.01 Tree=56 num_leaves=22 num_cat=8 split_feature=10 25 7 24 26 3 4 24 8 5 25 25 0 24 24 5 25 26 18 11 0 split_gain=303126 202878 136163 100903 62380.3 33640.9 35636.7 27431.5 24397.6 23037.8 19985.3 15245.5 13782.5 12098.6 7135.55 6986.49 2978.47 2646.77 2637.24 236.624 46.0759 threshold=279.07800000000003 0 162.18600000000004 1 2022.5000000000002 8.0855000000000015 27.015000000000004 2 234.55500000000004 211.12500000000003 3 4 220.33000000000001 5 6 10.960000000000003 7 2022.5000000000002 30.162700000000005 15.198237000000002 5.3098230000000006 decision_type=2 9 2 1 2 2 2 1 2 2 9 9 2 1 1 2 9 2 2 2 2 left_child=1 2 3 4 7 6 -6 -1 9 11 17 12 13 -3 20 -16 19 -5 -18 -13 -12 right_child=-2 8 -4 10 5 -7 -8 -9 -10 -11 14 16 -14 -15 15 -17 18 -19 -20 -21 -22 leaf_value=0.19615296478140845 1.1463895167475162 0.028371991175037307 0.74389514078412733 0.1671503739570504 0.32637700971358463 0.040614263262067525 0.72202550282845124 -0.008873385076169615 0.3348287154436112 0.25323960512876509 -0.091220462984508935 -0.029644081169301183 0.25446421482346276 -0.0140884702736078 -0.0090025698108437621 0.18543902349472047 -0.017804710402948464 0.074880201652132231 0.079465993983404981 0.0048590604066848751 -0.076392177985264709 leaf_weight=136 23 1120 35 67 183 35 26 125 20 32 108 3220 22 1643 243 20 6150 58 28 20 26 leaf_count=136 23 1120 35 67 183 35 26 125 20 32 108 3220 22 1643 243 20 6150 58 28 20 26 internal_value=0 -0.00261597 0.129313 0.109627 0.208469 0.327546 0.375596 0.105136 -0.0141427 -0.0147247 0.00982195 -0.0154274 0.00514144 0.00317485 -0.0253485 0.005572 -0.0214924 0.115127 -0.0173358 -0.0293405 -0.0822084 internal_weight=0 13317 1062 1027 505 244 209 261 12255 12235 522 12203 2785 2763 397 263 9418 125 6178 3240 134 internal_count=13340 13317 1062 1027 505 244 209 261 12255 12235 522 12203 2785 2763 397 263 9418 125 6178 3240 134 cat_boundaries=0 4 5 6 10 14 15 16 20 cat_threshold=17152 2097232 2769152 163872 619 608 256 64 524288 32768 201327641 2148081792 3791979520 16785920 3124 2176 48666630 621041956 403712148 67585 is_linear=0 shrinkage=0.01 Tree=57 num_leaves=33 num_cat=14 split_feature=10 25 7 24 26 1 3 4 24 25 24 0 24 26 24 25 25 1 13 26 3 9 3 25 0 25 25 25 25 7 26 2 split_gain=297093 198889 133446 98932.1 61099.1 33060.8 32971.5 34927.5 26923 21866.7 20362.5 14526.2 13702.8 7741.36 13717 9428 6266.62 10089.3 5724.13 5674.97 4938.9 12336.4 5464.74 4876.95 3767.44 3288.86 2611.17 2220.26 1782.17 344.157 202.071 192.692 threshold=279.07800000000003 0 162.18600000000004 1 2022.5000000000002 114.12500000000001 8.0855000000000015 27.015000000000004 2 3 4 109.32500000000002 5 2022.5000000000002 6 7 8 1.9796 55.232840000000003 2022.5000000000002 7.2030000000000003 4.2765540000000009 20.914000000000005 9 5.3098230000000006 10 11 12 13 11.567500000000003 2022.5000000000002 7.2170000000000014 decision_type=2 9 2 1 2 2 2 2 1 9 1 2 1 2 1 9 9 2 2 2 2 2 2 9 2 9 9 9 9 2 2 2 left_child=1 2 3 4 8 12 7 -6 -1 10 11 13 24 15 -15 -3 17 19 20 -12 25 26 -23 -14 -5 29 -22 -27 30 -11 -18 -30 right_child=-2 9 -4 5 6 -7 -8 -9 -10 18 16 -13 23 14 -16 -17 28 -19 -20 -21 21 22 -24 -25 -26 27 -28 -29 31 -31 -32 -33 leaf_value=0.19432578420802341 1.1349256042812181 0.1591912501056989 0.73645618874686114 0.080200277694066374 0.32311323192275937 0.31141322290196138 0.040208118030003133 0.71480522412520187 -0.0087912245149965648 -0.029436007706454114 -0.033195990404316797 0.28595696108681817 -0.0088188688327811363 0.10326954401145548 -0.031193243326142778 0.04261498978158005 -0.026195093655004734 0.21440928399562836 0.11685256131233708 0.049923889420249251 0.037607140427285975 0.26701296610136827 0.063018567808743181 -0.08849190018393778 -0.065912009000778204 -0.023576947028516187 -0.017797809369262493 -0.011976373387969466 -0.06131229033644911 7.4768066406250005e-05 -0.0037118865893437315 -0.093936603397130974 leaf_weight=136 23 110 35 150 183 34 35 26 125 3280 193 28 163 108 205 228 82 24 31 143 100 24 29 155 20 2858 369 4114 191 40 78 20 leaf_count=136 23 110 35 150 183 34 35 26 125 3280 193 28 163 108 205 228 82 24 31 143 100 24 29 155 20 2858 369 4114 191 40 78 20 internal_value=0 -0.0025883 0.128037 0.108549 0.206421 0.00972373 0.32427 0.37184 0.104156 -0.0140011 0.0229455 0.0620194 -0.0110964 0.0533404 0.0175056 0.0865246 -0.0136961 0.0158868 -0.0188214 0.00217943 -0.0192278 0.0107802 0.155393 -0.0491672 0.05951 -0.0207497 -0.00556201 -0.0167587 -0.0420654 -0.0289931 -0.0143384 -0.0614904 internal_weight=0 13317 1062 1027 505 522 244 209 261 12255 1410 679 488 651 313 338 731 360 10845 336 10814 522 53 318 170 10292 469 6972 371 3320 160 211 internal_count=13340 13317 1062 1027 505 522 244 209 261 12255 1410 679 488 651 313 338 731 360 10845 336 10814 522 53 318 170 10292 469 6972 371 3320 160 211 cat_boundaries=0 4 5 6 10 11 12 13 16 20 22 26 30 34 37 cat_threshold=17152 2097232 2769152 163872 619 608 201326601 589824 3276080128 16785920 3188 144 20 67108864 589824 2147746816 134217728 65536 1094713344 16777728 512 16 41324678 637819172 402663572 65537 16 2151677952 536870912 16 1904216160 2432697345 68190305 19738 9 0 1024 is_linear=0 shrinkage=0.01 Tree=58 num_leaves=40 num_cat=20 split_feature=25 3 24 1 25 8 25 24 25 25 7 1 24 5 25 25 13 3 9 5 25 1 8 5 25 25 24 18 24 0 25 24 25 25 7 2 25 11 2 split_gain=246881 196519 66037 119655 41315.4 36102.1 48059.7 25262.6 61451.1 24235.8 21796.2 20338.6 20041.1 34645.7 10914.9 5889.8 8397.79 5556.42 6373.8 4983.19 4523.61 4788.15 4190.6 3833.36 3742.44 3453.46 4318.1 3288.62 2948.28 1857.9 1658.99 1968.62 2705.05 947.535 923.348 817.405 346.15 228.587 19.6191 threshold=0 333.3454000000001 1 105.004 2 21.947000000000003 3 4 5 6 114.42500000000001 230.65000000000003 7 7.2080000000000002 8 9 55.232840000000003 16.594211000000005 7.1800000000000006 65.112000000000009 10 1.9796 67.575000000000003 5.2798230000000013 11 12 13 27.420000000000005 14 5.3845499999999999 15 16 17 18 5.1420000000000012 1.9796 19 14.253750000000002 1.0000000180025095e-35 decision_type=9 2 1 2 9 2 9 1 9 9 2 2 1 2 9 9 2 2 2 2 9 2 2 2 9 9 1 2 1 2 9 1 9 9 2 2 9 2 2 left_child=1 2 4 7 -1 6 -6 8 23 12 24 -5 20 14 25 16 17 22 29 -15 21 35 28 -4 -9 -14 -27 30 -11 -19 36 32 -32 -22 -33 -2 38 -38 -17 right_child=9 -3 3 11 5 -7 -8 10 -10 15 -12 -13 13 19 -16 27 -18 18 -20 -21 33 -23 -24 -25 -26 26 -28 -29 -30 -31 31 34 -34 -35 -36 -37 37 -39 -40 leaf_value=0.052968570164271762 0.0057556309356345797 1.1239353063106539 -0.027196333275228586 0.79396492195129398 0.11135787495481435 0.72497271764278415 0.42618057032426204 -0.0093934458598755963 0.25572724429654403 -0.0025493172063601032 0.28509251730782642 0.37643514088221958 -0.025298170386881071 0.44643179779960995 0.10830353935357882 -0.042807012701074683 0.19730062878131868 0.0070605777502059939 0.21124209648086911 0.23549881478150686 -0.019698401112710276 0.16108424282073977 0.12622416561300104 0.1181057050228119 -0.078677371049469175 -0.0080513291226492999 0.067215880028537067 0.09376207729180655 -0.022334452054770845 0.099237977928585477 -0.025392052790956941 -0.024295642288456886 0.0056800319563130352 -0.064312645429984119 0.0032855075739678884 -0.059517699423290438 -0.027989198088453428 0.0059359812438488004 -0.033407448132832848 leaf_weight=109 222 20 197 20 124 20 110 161 132 1548 21 28 128 21 187 297 20 115 21 24 114 20 22 20 166 134 173 24 1477 27 484 3309 644 146 126 21 2864 20 24 leaf_count=109 222 20 197 20 124 20 110 161 132 1548 21 28 128 21 187 297 20 115 21 24 114 20 22 20 166 134 173 24 1477 27 484 3309 644 146 126 21 2864 20 24 internal_value=0 0.14026 0.12377 0.0665836 0.232886 0.305163 0.282323 0.0342197 0.092807 -0.0137345 -0.0264429 0.550406 0.0289892 0.0650115 0.0466009 -0.0183692 -0.00695455 -0.00824883 0.0486348 0.333934 -0.0173092 0.0119032 -0.0112918 -0.0131963 -0.0472584 0.0171909 0.0351455 -0.023086 -0.012292 0.0245873 -0.0234767 -0.0194203 -0.00775829 -0.0462051 -0.0232163 0.000114726 -0.0291004 -0.027658 -0.0408322 internal_weight=0 1128 1108 745 363 254 234 697 349 12212 348 48 1190 667 622 11022 3230 3210 163 45 523 263 3047 217 327 435 307 7792 3025 142 7768 4563 1128 260 3435 243 3205 2884 321 internal_count=13340 1128 1108 745 363 254 234 697 349 12212 348 48 1190 667 622 11022 3230 3210 163 45 523 263 3047 217 327 435 307 7792 3025 142 7768 4563 1128 260 3435 243 3205 2884 321 cat_boundaries=0 4 5 8 9 10 12 16 17 21 25 29 31 34 35 36 40 41 45 47 50 cat_threshold=768 2097232 19546368 32800 616 256 64 17301504 512 147 768 2097168 201342977 589824 3225747456 16916992 905 134217729 589824 1077936128 512 2147484696 3360694920 570430464 33554432 134217728 65536 1077936128 16777728 512 16 1 0 1073741824 3076 2587 49711110 621041956 403712148 67585 1089 16846976 1025 8388609 26 1 524288 4194304 16416 2048 is_linear=0 shrinkage=0.01 Tree=59 num_leaves=23 num_cat=7 split_feature=10 25 24 1 4 8 5 24 26 0 26 11 25 0 24 1 25 4 25 18 11 26 split_gain=289718 191054 107148 87826.9 47854.6 23813.2 22307.1 19025.6 23169.8 21291.9 16128 27331.9 14395.2 13398.9 11609 5592.91 4739.92 3706.18 2791.44 2504.23 228.57 20.9683 threshold=279.07800000000003 0 1 105.004 27.015000000000004 234.55500000000004 211.12500000000003 2 2022.5000000000002 6.3720000000000008 2022.5000000000002 2.2009500000000002 3 220.33000000000001 4 272.07425000000006 5 33.525000000000013 6 30.162700000000005 15.198237000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 2 1 2 2 2 2 9 2 1 2 9 2 9 2 2 2 left_child=1 2 4 7 10 6 12 17 16 -10 -1 -12 13 14 -3 -5 -9 21 20 -20 -14 -4 right_child=-2 5 3 15 -6 -7 -8 8 9 -11 11 -13 18 -15 -16 -17 -18 -19 19 -21 -22 -23 leaf_value=0.17720426734198225 1.1207646884088931 0.027735095677913817 -0.049354727996720207 0.55893679755074632 0.66537352167326835 0.33103796529769897 0.24937691912055016 -0.046101140639720824 0.16129916791603943 -0.11526318594813346 0.37806461830437188 -0.021229826927185062 -0.028784250420466159 0.25082095341248944 -0.013857192657189304 0.33998642301559451 0.036893799612599032 -0.19849365472793579 -0.017320786511982846 0.077465298005512787 0.005126638412475586 -0.057013407626622159 leaf_weight=176 23 1120 72 28 29 20 32 146 214 32 120 20 3220 22 1643 20 114 20 6150 28 20 71 leaf_count=176 23 1120 72 28 29 20 32 146 214 32 120 20 3220 22 1643 20 114 20 6150 28 20 71 internal_value=0 -0.00254297 0.125483 0.0537706 0.268808 -0.0137287 -0.0143035 0.0248749 0.0546757 0.125324 0.240921 0.321023 -0.014995 0.00499205 0.00305274 0.467707 -0.0100652 -0.0668865 -0.0208885 -0.0168639 -0.028487 -0.0531573 internal_weight=0 13317 1062 717 345 12255 12235 669 506 246 316 140 12203 2785 2763 48 260 163 9418 6178 3240 143 internal_count=13340 13317 1062 717 345 12255 12235 669 506 246 316 140 12203 2785 2763 48 260 163 9418 6178 3240 143 cat_boundaries=0 4 5 6 10 11 13 17 cat_threshold=17152 2097232 2769152 163872 610 2304 201327641 2148081792 3791979520 16785920 3124 768 2097152 48666630 621041956 403712148 67585 is_linear=0 shrinkage=0.01 Tree=60 num_leaves=13 num_cat=4 split_feature=4 25 8 25 5 9 4 5 24 17 3 25 split_gain=327177 182243 120392 60042.5 46668.9 48213.6 25957.6 21117.1 19127 16400.9 12753 7274.4 threshold=293.85000000000008 0 284.98750000000007 1 8.3918550000000014 11.567500000000003 189.44922000000003 279.07800000000003 2 90.340000000000018 177.71725000000004 3 decision_type=2 9 2 9 2 2 2 2 1 2 2 9 left_child=1 -1 3 4 6 7 8 -6 -3 10 11 -5 right_child=-2 2 -4 9 5 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.36212515830993652 1.0250993410233529 0.068262349671125419 0.7680939898490905 -0.0037476998551295056 0.08571927110354105 0.67893398141860961 0.31394961476325989 0.44290604972839354 -0.00423460637204534 0.26270560488104822 0.20859820022583009 -0.022141244546836553 leaf_weight=125 31 615 20 2895 96 20 32 20 876 21 25 8539 leaf_count=125 31 615 20 2895 96 20 32 20 876 21 25 8539 internal_value=0 -0.00343027 -0.00717249 -0.00835805 0.0477078 0.225484 0.0321461 0.147303 0.026098 -0.0164874 -0.0170135 -0.0175068 internal_weight=0 13284 13159 13139 1659 136 1523 116 1491 11480 11459 11434 internal_count=13315 13284 13159 13139 1659 136 1523 116 1491 11480 11459 11434 cat_boundaries=0 4 8 9 13 cat_threshold=0 16384 2621696 32768 134234881 2097168 3271704576 139808 1137 4195352 2153359496 536878080 16777216 is_linear=0 shrinkage=0.01 Tree=61 num_leaves=20 num_cat=7 split_feature=4 25 25 26 5 1 4 26 24 25 17 25 5 2 4 25 7 0 24 split_gain=320664 178879 77274.4 62436.9 61722 68635.8 24501.7 21267.7 20996.6 31683.8 13628.7 7230.09 7070.48 6907.87 9769.81 6855.92 2740.2 2621.06 2462.95 threshold=293.85000000000008 0 1 2022.5000000000002 8.3918550000000014 21.947000000000003 189.44922000000003 2022.5000000000002 2 3 90.340000000000018 4 40.44700000000001 14.462000000000002 11.389478500000001 5 92.090000000000018 112.80200000000001 6 decision_type=2 9 9 2 2 2 2 2 1 9 2 9 2 2 2 9 2 2 1 left_child=1 3 4 -1 6 7 8 -6 15 -10 11 13 -9 18 -15 -3 17 -13 -4 right_child=-2 2 10 -5 5 -7 -8 12 9 -11 -12 16 -14 14 -16 -17 -18 -19 -20 leaf_value=0.15855021945765763 1.0148483619382305 0.050912149436231971 0.0043705448968668547 0.60566683381795883 -0.084029711570058549 0.75352534916089919 0.31081012293696403 0.34790540268926912 0.019289334770582176 0.14188794859372653 0.23194354821335186 -0.021781072275625226 0.16566978486378989 0.030622765167891607 0.26512984257936478 -0.028255879019762013 -0.12850822041432061 0.090076698235103073 -0.015230903537457239 leaf_weight=61 31 128 1071 64 28 23 32 33 632 315 22 8480 60 159 20 529 24 21 1582 leaf_count=61 31 128 1071 64 28 23 32 33 632 315 22 8480 60 159 20 529 24 21 1582 internal_value=0 -0.00339295 -0.00710048 0.358772 0.053988 0.252773 0.036821 0.157589 0.0313549 0.0611257 -0.0166955 -0.0171918 0.230334 -0.00329044 0.0568247 -0.0122999 -0.0217804 -0.0215048 -0.00735885 internal_weight=0 13284 13159 125 1780 144 1636 121 1604 947 11379 11357 93 2832 179 657 8525 8501 2653 internal_count=13315 13284 13159 125 1780 144 1636 121 1604 947 11379 11357 93 2832 179 657 8525 8501 2653 cat_boundaries=0 4 8 9 13 17 20 21 cat_threshold=0 16384 2621696 32768 134234889 2097168 3275898880 139808 2948 134218505 0 3221225472 8192 4195344 2153359496 536878080 16777216 1 2097152 1073741824 1624 is_linear=0 shrinkage=0.01 Tree=62 num_leaves=12 num_cat=1 split_feature=4 5 10 5 17 4 5 24 3 2 4 split_gain=314282 44439.5 19733.7 19005.6 16266.2 15888.9 10289.1 8429.78 7295.88 3320.9 1449.58 threshold=293.85000000000008 176.53925000000004 273.29900000000004 228.56250000000003 95.142500000000013 189.44922000000003 279.07800000000003 0 177.71725000000004 169.68000000000004 238.08750000000003 decision_type=2 2 2 2 2 2 2 1 2 2 2 left_child=1 2 4 -3 5 7 -5 9 -9 -1 -7 right_child=-2 3 -4 6 -6 10 -8 8 -10 -11 -12 leaf_value=-0.017173250048033776 1.0046998655603778 0.43864645319325585 0.30148457955746422 -0.055431653090885713 0.22349268672927733 0.12435203416006906 0.22455670002528599 -0.001521386577288093 0.12474989445313163 -0.11942173741757869 0.2328234939141707 leaf_weight=4316 31 28 21 21 31 28 35 8704 46 32 22 leaf_count=4316 31 28 21 21 31 28 35 8704 46 32 22 internal_value=0 -0.00335772 -0.00481678 0.225923 -0.00530485 -0.00584431 0.119561 -0.00652351 -0.000856581 -0.0178846 0.172079 internal_weight=0 13284 13200 84 13179 13148 56 13098 8750 4348 50 internal_count=13315 13284 13200 84 13179 13148 56 13098 8750 4348 50 cat_boundaries=0 1 cat_threshold=2440 is_linear=0 shrinkage=0.01 Tree=63 num_leaves=14 num_cat=5 split_feature=8 25 10 26 7 25 24 2 25 7 7 3 25 split_gain=276661 178028 167380 64508.1 60678.5 44062 34886.4 40825.6 7835.48 7444.23 19894.2 6383.57 5689.42 threshold=341.27040000000005 0 279.07800000000003 2022.5000000000002 162.18600000000004 1 2 67.575000000000003 3 333.3454000000001 239.51250000000002 177.71725000000004 4 decision_type=2 9 2 2 2 9 1 2 9 2 2 2 9 left_child=1 3 4 -1 5 6 7 -3 -8 10 -6 12 -7 right_child=-2 2 -4 -5 9 11 8 -9 -10 -11 -12 -13 -14 leaf_value=0.15702986826662158 1.1194781277396464 0.064330315460412027 0.84578839592311694 0.61325879626803925 0.37304471433162689 -0.0049309089094812762 -0.053008235760138071 0.44503956104147024 0.0086749100975632987 0.44542936658859256 -0.029000820159912108 0.15266447479074652 -0.021857847268878176 leaf_weight=61 22 981 23 63 32 2628 274 29 744 20 20 22 8396 leaf_count=61 22 981 23 63 32 2628 274 29 744 20 20 22 8396 internal_value=0 -0.00285505 -0.00653815 0.359807 -0.00803434 -0.00962869 0.0331211 0.0745237 -0.00828157 0.281472 0.218412 -0.0174915 -0.017847 internal_weight=0 13293 13169 124 13146 13074 2028 1010 1018 72 52 11046 11024 internal_count=13315 13293 13169 124 13146 13074 2028 1010 1018 72 52 11046 11024 cat_boundaries=0 4 8 9 13 17 cat_threshold=0 16384 2621696 32768 134234633 2150170640 3271706624 139808 1141 0 2621456 2181038080 131616 71304464 1079158920 541070336 16777216 is_linear=0 shrinkage=0.01 Tree=64 num_leaves=13 num_cat=3 split_feature=4 25 8 25 5 1 4 6 17 3 5 25 split_gain=306159 171595 114858 56207.5 44145.5 58325.9 24608.3 18704.9 15455 12243.3 11171.8 6797.04 threshold=293.85000000000008 0 284.98750000000007 1 8.3918550000000014 21.947000000000003 189.44922000000003 25.910000000000004 90.340000000000018 177.71725000000004 40.44700000000001 2 decision_type=2 9 2 9 2 2 2 2 2 2 2 9 left_child=1 -1 3 4 6 10 7 -3 9 11 -6 -5 right_child=-2 2 -4 8 5 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.35140758302476671 0.99163742369221097 0.03372311896697449 0.75029855537414547 -0.0037169406539099849 0.25528136497320131 0.69046499848365783 0.30539403215050698 -0.1207582429805434 0.25505977869033813 0.20458416976928712 0.051036715843308142 -0.021456897002196593 leaf_weight=125 31 1408 20 2915 43 22 32 83 21 25 71 8519 leaf_count=125 31 1408 20 2915 43 22 32 83 21 25 71 8519 internal_value=0 -0.00330761 -0.0069389 -0.00809683 0.046149 0.219051 0.0310124 0.0251236 -0.0159623 -0.0164729 0.128076 -0.0169563 internal_weight=0 13284 13159 13139 1659 136 1523 1491 11480 11459 114 11434 internal_count=13315 13284 13159 13139 1659 136 1523 1491 11480 11459 114 11434 cat_boundaries=0 4 8 12 cat_threshold=0 16384 2621696 32768 134234881 2097168 3271704576 139808 4195352 2153490568 536878080 16777216 is_linear=0 shrinkage=0.01 Tree=65 num_leaves=36 num_cat=13 split_feature=25 24 25 3 8 24 0 25 1 25 1 26 25 13 25 8 0 0 1 26 24 25 18 25 25 10 26 21 8 24 26 26 26 0 26 split_gain=254272 237347 105148 60826.5 40817.6 37714.6 27609.9 18502.3 15492.3 15277.6 19278.4 11701.6 11128.1 12794.2 8834.09 6553.42 4815.64 4678.28 8708.45 3557.72 3499.18 6887.9 4080.31 3595.41 2137.42 2119.15 1676.84 1374.18 1021.48 448.389 259.853 33.1508 7.84813 5.71913 2.13984 threshold=0 1 2 25.910000000000004 231.40000000000003 3 148.98750000000004 4 131.43000000000004 5 42.960740000000008 2022.5000000000002 6 49.620000000000012 7 46.655499999999996 48.647820000000003 12.195500000000001 22.282150000000005 2022.5000000000002 8 9 27.420000000000005 10 11 30.599500000000003 2022.5000000000002 1.0000000180025095e-35 86.532000000000025 12 2022.5000000000002 2022.5000000000002 2022.5000000000002 5.0260455000000004 2022.5000000000002 decision_type=9 1 9 2 2 1 2 9 2 9 2 2 9 2 9 2 2 2 2 2 1 9 2 9 9 2 2 2 2 1 2 2 2 2 2 left_child=1 19 4 16 5 6 9 11 14 30 -11 -7 13 15 -9 17 26 25 -19 -1 23 34 29 31 32 -4 -3 -26 -17 -23 -2 -14 -25 -33 -22 right_child=2 3 12 -5 -6 7 -8 8 -10 10 -12 -13 20 -15 -16 28 -18 18 -20 -21 21 22 -24 24 27 -27 -28 -29 -30 -31 -32 33 -34 -35 -36 leaf_value=0.64530350632137723 -0.012987660292921395 -0.019165371043010825 -0.0080731091380308959 0.55571879645188649 0.51714565706253057 0.046378520953504351 0.48499498912266326 0.023187255284177959 0.23415830175081889 0.15779988146703178 -0.12774379510879516 0.2184956900228428 -0.026844907415782947 0.24580761057989939 -0.043476734342919272 0.074661507606506347 0.17104116439819336 0.020977875436704183 0.24013789916038511 0.76063370200822944 -0.10395754838393906 -0.021229153171511733 0.11219809911467814 -0.021167485691033879 0.011183092914666834 0.05962271644714031 0.041439265099967398 0.082813249656132279 0.16632671213150027 -0.027067454514577649 0.018290697603809591 -0.03164576079696417 -0.025043139434996108 -0.037103519666762577 -0.10660772391727992 leaf_weight=54 58 103 2868 24 20 79 21 653 30 436 25 79 233 21 274 31 20 194 20 53 59 3314 22 104 616 47 82 28 20 3300 49 224 105 21 63 leaf_count=54 58 103 2868 24 20 79 21 653 30 436 25 79 233 21 274 31 20 194 20 53 59 3314 22 104 616 47 82 28 20 3300 49 224 105 21 63 internal_value=0 0.269775 -0.00489166 0.0760756 0.0676202 0.0627409 0.12677 0.0275338 0.0103935 0.115757 0.139293 0.124554 -0.0160144 -0.000210508 0.00326403 -0.00183582 0.0236332 -0.00366857 0.0414601 0.642393 -0.0222603 -0.0251981 -0.0237271 -0.00726777 0.00507139 -0.00698162 0.00769722 0.0140788 0.110609 -0.0242151 0.00122188 -0.0289399 -0.0220591 -0.0321136 -0.0973468 internal_weight=0 336 13014 229 1724 1704 589 1115 957 568 461 158 11290 3201 927 3180 205 3129 214 107 8089 6758 6636 1331 853 2915 185 644 51 6614 107 478 209 245 122 internal_count=13350 336 13014 229 1724 1704 589 1115 957 568 461 158 11290 3201 927 3180 205 3129 214 107 8089 6758 6636 1331 853 2915 185 644 51 6614 107 478 209 245 122 cat_boundaries=0 3 4 8 9 13 16 20 22 23 27 31 35 36 cat_threshold=256 16464 256 1576 201343489 2195456 3242868736 163840 3152 0 0 1091174400 32768 16385 32768 524288 4195352 3360696960 537204736 50331648 134234625 32768 1025 0 0 35651584 8736 17043460 17301537 8388625 4210690 33620098 100663552 8196 1 342 is_linear=0 shrinkage=0.01 Tree=66 num_leaves=15 num_cat=0 split_feature=8 5 3 7 13 6 13 14 10 7 26 3 13 3 split_gain=225315 95639.6 49677.7 43885.6 19152.4 62731.1 16434.9 12213.9 12796 12408.3 10579.6 12526.8 3080.49 2487.77 threshold=341.27040000000005 279.07800000000003 105.004 2.9800000000000004 24.080000000000002 4.2990000000000004 30.599500000000003 182.65800000000004 267.95700000000005 231.40000000000003 2022.5000000000002 263.93200000000007 182.65800000000004 189.44922000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 7 6 -6 8 9 -1 -4 13 -8 -12 right_child=-2 -3 3 -5 5 -7 12 -9 -10 -11 11 -13 -14 -15 leaf_value=-0.004495165844019551 1.0628049960136414 0.48884901833534244 0.26738404408097266 0.62687542843818667 0.27217061422087929 0.63254061990976329 0.0048863716979524983 0.23699212948481244 -0.2571169914007187 0.18141701234711541 0.080363169776068805 -0.13219808673858643 -0.12163234622390182 0.22548562458583288 leaf_weight=12952 20 40 32 20 22 20 67 21 20 36 27 25 27 21 leaf_count=12952 20 40 32 20 22 20 67 21 20 36 27 25 27 21 internal_value=0 0.000605687 -0.000863819 0.197551 -0.00274774 0.115308 0.0261299 -0.00398004 -0.00436906 -0.00397986 0.115775 0.0493158 -0.0314541 0.143854 internal_weight=0 13330 13290 125 13165 136 116 13029 13008 12988 105 73 94 48 internal_count=13350 13330 13290 125 13165 136 116 13029 13008 12988 105 73 94 48 is_linear=0 shrinkage=0.01 Tree=67 num_leaves=25 num_cat=6 split_feature=25 4 25 5 4 25 5 26 9 8 10 25 10 26 1 8 1 15 25 18 3 25 26 10 split_gain=248051 365069 102594 58266.1 27460.5 24589.7 19733.7 15860 13520.3 11786.5 12077.4 10866.3 11859.1 10689.2 10433.6 8119.77 4741.45 3458.28 3481.68 3305.12 3169.37 1376.16 1157.31 381.845 threshold=0 29.353500000000004 1 172.87500000000003 238.08750000000003 2 228.56250000000003 2022.5000000000002 149.68000000000004 197.74150000000003 195.14400000000003 3 30.162700000000005 2022.5000000000002 2.822397 86.532000000000025 67.575000000000003 36.690000000000005 4 27.420000000000005 11.141100000000002 5 2022.5000000000002 64.05425000000001 decision_type=9 2 9 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 9 2 2 left_child=1 5 3 4 8 13 -5 -7 9 10 -2 12 15 -1 23 16 20 18 22 21 -4 -20 -13 -14 right_child=2 -3 11 6 -6 7 -8 -9 -10 -11 -12 17 14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=0.13313729279181538 0.049548820181577032 1.256751763680402 -0.0081306421683989844 0.64322877836227421 0.36195127746154521 0.16413499350296826 0.24280875444412231 0.35656197119981814 -0.1458111005670884 0.29694499540328984 0.29684732243418693 -0.11974724397659302 0.078842519044876103 -0.049188179461682434 0.32472536134719848 0.19792417812347413 0.11152433395385743 0.10929922902584077 -0.027105733419453135 0.095644958615303047 0.033927787420637325 -0.018324649859912584 -0.053556250333786012 0.018469649878415196 leaf_weight=68 1569 34 2893 20 29 95 32 78 34 20 20 50 20 61 20 20 35 20 3166 24 191 4773 56 22 leaf_count=68 1569 34 2893 20 29 95 32 78 34 20 20 50 20 61 20 20 35 20 3166 24 191 4773 56 22 internal_value=0 0.266437 -0.00484878 0.0667771 0.0569121 0.163767 0.396816 0.237184 0.0515279 0.0556979 0.0526615 -0.0158356 -0.000218691 0.0435457 0.136737 -0.00292447 -0.00421237 -0.0220076 -0.0223603 -0.0215025 -0.00552586 -0.0218837 -0.0774699 0.0472186 internal_weight=0 336 13014 1724 1672 302 52 173 1643 1609 1589 11290 3201 129 62 3139 3119 8089 8069 7963 3084 7939 106 42 internal_count=13350 336 13014 1724 1672 302 52 173 1643 1609 1589 11290 3201 129 62 3139 3119 8089 8069 7963 3084 7939 106 42 cat_boundaries=0 3 7 9 13 17 21 cat_threshold=256 16464 256 201343489 2195456 3242868736 163840 0 64 4195352 3360696960 537204736 50331648 0 0 35651584 8224 61159426 336073004 67142717 2626 is_linear=0 shrinkage=0.01 Tree=68 num_leaves=28 num_cat=6 split_feature=25 3 25 6 5 25 26 5 10 6 25 13 11 2 2 3 15 25 1 21 21 5 25 26 6 3 26 split_gain=243115 163441 100554 66782.3 57106.6 26721.7 20997.4 19341 18238 11854.9 10650.6 12233.6 10047.2 10499.4 7293.89 5710.55 3389.49 3412.32 3031.17 2417.55 1969.43 1780.78 1440.47 1134.28 1128.47 780.389 207.859 threshold=0 216.24000000000004 1 29.757000000000005 172.87500000000003 2 2022.5000000000002 228.56250000000003 195.14400000000003 228.56250000000003 3 49.620000000000012 42.305000000000007 55.082710000000006 14.462000000000002 7.2030000000000003 36.690000000000005 4 67.575000000000003 1.0000000180025095e-35 11.735860000000002 76.604000000000013 5 2022.5000000000002 6.3720000000000008 22.008000000000003 2022.5000000000002 decision_type=9 2 9 2 2 9 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 left_child=1 3 4 5 8 6 -1 -6 9 12 11 14 13 -2 18 24 17 23 21 22 -21 -4 -19 -12 -16 -17 -7 right_child=2 -3 10 -5 7 26 -8 -9 -10 -11 16 -13 -14 -15 15 25 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.17741832542419433 0.05441595871374743 1.148298054456711 -0.0074718223655484937 0.70164841358478258 0.63679649114608761 0.059203681068858885 0.42725505719419388 0.2403806634247303 0.33599417270525644 -0.15156715699604578 -0.1185497717857361 0.24035149574279785 -0.11673679554101193 0.1882056544256992 0.019414581429186485 0.20658727711439134 0.10820623767375946 -0.026267751882484237 0.086784206254141683 0.059643180523857919 -0.029988333995525657 0.087210652828216551 -0.017434419744274701 -0.053020693404333928 0.099752709865570069 0.11930566401708693 0.082637746618754823 leaf_weight=75 1527 20 2925 26 20 87 61 32 23 28 50 21 33 61 139 20 20 3969 35 66 39 20 3889 56 20 21 67 leaf_count=75 1527 20 2925 26 20 87 61 32 23 28 50 21 33 61 139 20 20 3969 35 66 39 20 3889 56 20 21 67 internal_value=0 0.263772 -0.00480064 0.216137 0.0661093 0.172608 0.26965 0.392848 0.0563429 0.0524424 -0.0156776 -0.000216504 0.0559663 0.0595552 -0.00180584 0.0566542 -0.0217881 -0.0221373 -0.00572934 -0.021288 0.0263515 -0.00682882 -0.0219517 -0.0766952 0.02952 0.161882 0.0651674 internal_weight=0 336 13014 316 1724 290 136 52 1672 1649 11290 3201 1621 1588 3180 200 8089 8069 2980 7963 105 2945 7858 106 159 41 154 internal_count=13350 336 13014 316 1724 290 136 52 1672 1649 11290 3201 1621 1588 3180 200 8089 8069 2980 7963 105 2945 7858 106 159 41 154 cat_boundaries=0 3 7 10 14 18 22 cat_threshold=256 16464 256 201343489 2195456 3242868736 163840 0 16400 256 4195352 3360696960 537204736 50331648 0 0 35651584 8224 61290498 268964140 67142685 8391235 is_linear=0 shrinkage=0.01 Tree=69 num_leaves=38 num_cat=12 split_feature=25 24 25 3 5 24 13 25 8 5 25 10 26 25 13 26 2 3 8 0 24 25 18 25 0 26 0 25 26 21 6 3 24 26 5 26 26 split_gain=238278 232820 98553.5 57382.9 55970.2 27577.3 24151.8 22054.4 19416.2 18956.1 17425.9 17060.5 12766.9 10439.2 11990.2 8925.95 7148.75 5596.91 4567.01 4551.72 3434.58 6628.29 3927.06 3514.97 3424.54 3237.77 3188.08 2086.5 1493.33 1319.87 1106.02 764.859 444.573 32.706 37.3887 7.72716 4.89968 threshold=0 1 2 25.910000000000004 172.87500000000003 3 21.624000000000002 4 176.53925000000004 228.56250000000003 5 42.305000000000007 2022.5000000000002 6 49.620000000000012 2022.5000000000002 14.462000000000002 7.2030000000000003 67.575000000000003 48.647820000000003 7 8 27.420000000000005 9 5.3098230000000006 2022.5000000000002 12.195500000000001 10 2022.5000000000002 1.0000000180025095e-35 6.3720000000000008 22.008000000000003 11 2022.5000000000002 0.63700000000000012 2022.5000000000002 2022.5000000000002 decision_type=9 1 9 2 2 1 2 9 2 2 9 2 2 9 2 2 2 2 2 2 1 9 2 9 2 2 2 9 2 2 2 2 1 2 2 2 2 left_child=1 25 4 19 5 6 7 24 10 -6 15 -12 -9 14 16 -7 18 30 26 28 23 36 32 33 -2 -1 -4 35 -3 -29 -18 -19 -23 -15 -35 -25 -22 right_child=2 3 13 -5 9 8 -8 12 -10 -11 11 -13 -14 20 -16 -17 17 31 -20 -21 21 22 -24 27 -26 -27 -28 29 -30 -31 -32 -33 -34 34 -36 -37 -38 leaf_value=0.63423301290582734 0.18246791241245883 -0.022261916132806574 -0.0094758381856507919 0.53538598954677585 0.63042851209640505 0.058143440368128754 0.45495217609405514 0.10846768490513978 0.32703097911108109 0.23797686822712422 -2.5015717903648424e-05 0.28163198017938568 -0.0092224581214203228 -0.026061274376038317 0.23794797885985602 0.24523627084844254 0.019220435242001101 0.20452140355110168 0.14493264818191529 0.16189310717582703 -0.10098023115578345 -0.020559341467140304 0.11031074664809488 -0.020438102265963189 0.30859295949935911 0.74425517599537683 0.03196708664822219 0.011535244671410167 0.034930434052537131 0.081735581159591675 0.098755179047584532 0.11811260722932362 -0.026343334714247244 -0.032669271171486026 -0.020194191182101213 -0.024283770845049905 -0.10499044660537962 leaf_weight=54 155 103 2761 24 20 51 20 196 21 32 957 22 174 233 21 51 139 20 20 20 59 3314 22 104 25 53 199 616 82 28 20 21 3300 218 27 105 63 leaf_count=54 155 103 2761 24 20 51 20 196 21 32 957 22 174 233 21 51 139 20 20 20 59 3314 22 104 25 53 199 616 82 28 20 21 3300 218 27 105 63 internal_value=0 0.261135 -0.00475297 0.0697006 0.0654482 0.0557795 0.11164 0.101186 0.0256403 0.38892 0.0200225 0.00624061 0.0517236 -0.0155212 -0.000214339 0.138146 -0.00178778 0.0560877 -0.00567204 0.0185814 -0.0215708 -0.0244801 -0.0230377 -0.00672668 0.18946 0.629864 -0.00668964 0.00546807 0.00308821 0.0143644 0.0292248 0.160263 -0.0235161 -0.0281546 -0.0312945 -0.0213487 -0.0952442 internal_weight=0 336 13014 229 1724 1672 570 550 1102 52 1081 979 370 11290 3201 102 3180 200 2980 205 8089 6758 6636 1331 180 107 2960 853 185 644 159 41 6614 478 245 209 122 internal_count=13350 336 13014 229 1724 1672 570 550 1102 52 1081 979 370 11290 3201 102 3180 200 2980 205 8089 6758 6636 1331 180 107 2960 853 185 644 159 41 6614 478 245 209 122 cat_boundaries=0 3 4 8 9 12 16 20 21 25 29 33 34 cat_threshold=256 16464 256 1576 201343489 2195456 3242868736 163840 3152 67109376 0 4194304 16384 0 1074397184 32768 4195352 3360696960 537204736 50331648 1025 0 0 35651584 8736 17043460 17301537 8388625 4210690 33620098 100663552 8196 1 342 is_linear=0 shrinkage=0.01 Tree=70 num_leaves=48 num_cat=18 split_feature=25 4 24 25 26 2 5 25 4 25 24 26 25 5 5 8 24 10 25 25 2 5 4 2 25 3 24 25 24 21 5 3 25 3 24 26 2 3 25 21 26 24 26 12 11 26 8 split_gain=217524 261948 65353.1 106773 148158 47581.1 30747.6 26799 28562.2 20501.2 25670.7 19736.7 15659.6 17446.1 33609.9 26529.7 8509.33 19373.5 10879.2 7499.93 6716.38 6041.83 4966.21 4893.74 4214.97 2881.96 2705.22 2321.79 2850.62 4965.71 3739.42 2159.52 2148.23 3038.23 1596.58 1393.82 966.374 3334.38 650.898 622.385 572.577 563.185 291.803 137.19 92.8185 88.2691 42.0951 threshold=0 293.85000000000008 1 2 2022.5000000000002 169.68000000000004 38.528000000000006 3 2.1940000000000004 4 5 2022.5000000000002 6 7.0052499999999993 9.6960000000000033 29.010000000000002 7 30.162700000000005 8 9 12.158500000000002 172.87500000000003 1.3229065000000004 34.526250000000012 10 17.847500000000007 11 12 13 1.0000000180025095e-35 33.222525000000012 5.2798230000000013 14 20.332580000000004 15 2022.5000000000002 14.073250000000002 8.3918550000000014 16 6.2698500000000008 2022.5000000000002 17 2022.5000000000002 5.9047039999999997 7.7170000000000005 2022.5000000000002 6.7037500000000003 decision_type=9 2 1 9 2 2 2 9 2 9 1 2 9 2 2 2 1 2 9 9 2 2 2 2 9 2 1 9 1 2 2 2 9 2 1 2 2 2 9 2 2 1 2 2 2 2 2 left_child=1 2 3 4 -1 7 9 45 -9 26 11 -11 13 16 -15 21 17 18 23 40 -20 22 -16 -2 25 34 42 43 29 30 -29 -28 33 -26 -18 -12 38 -38 -30 -31 -14 -34 -4 44 46 -5 -21 right_child=12 -3 6 5 -6 -7 -8 8 -10 10 35 -13 19 14 15 -17 24 -19 20 27 -22 -23 -24 -25 32 -27 31 28 36 39 -32 -33 41 -35 -36 -37 37 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 leaf_value=0.13075271348484227 -0.011864614105951634 1.1628794586658477 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2665 2645 114 2623 internal_count=13326 1192 1168 584 120 464 584 443 329 554 254 134 12134 2861 207 187 2654 1317 1289 9273 415 167 144 874 1337 301 300 9146 6481 1605 1560 153 1036 706 281 120 4876 200 4676 45 127 330 147 2665 2645 114 2623 cat_boundaries=0 4 5 8 12 15 16 20 21 24 28 30 31 35 36 39 40 44 45 cat_threshold=67109632 80 3228188928 33280 3681 67108864 16 2097408 0 64 655360 512 67109376 0 2149580800 140 138429465 2150171264 553655296 139264 2643 1041 2148007936 536875008 0 16384 33619968 16777248 1 2150105216 152 304547970 67375404 209724148 67718 1029 1040 512 536875008 288 2164269056 588382208 1310730 33570816 264 is_linear=0 shrinkage=0.01 Tree=71 num_leaves=16 num_cat=2 split_feature=4 1 0 5 6 8 4 3 10 24 5 24 26 4 2 split_gain=188806 49103.6 141323 60031.8 33703.1 20157 15014.3 12286.5 11856.3 8787.94 8855.03 5197.83 3513.04 4322.3 3076.19 threshold=293.85000000000008 21.947000000000003 105.004 33.222525000000012 18.735000000000003 279.07800000000003 93.825000000000017 25.910000000000004 239.51250000000002 0 38.528000000000006 1 2022.5000000000002 189.44922000000003 106.24644000000002 decision_type=2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 left_child=1 5 3 4 7 6 8 11 9 14 -11 -3 -8 -14 -1 right_child=-2 2 -4 -5 -6 -7 12 -9 -10 10 -12 -13 13 -15 -16 leaf_value=-0.018056361925040031 0.73283860376902998 0.039562719259553285 0.92366507124900821 0.48552988283095821 0.3985180700343588 0.30346852983747208 0.021365758132934572 0.24412256312370301 -0.23945574738762596 -0.0025076857115828638 0.080662787740047176 -0.040111479756519269 0.082988604798036478 0.2462539242159936 -0.10406626332373847 leaf_weight=4188 35 121 20 31 23 21 25 20 22 8372 130 211 34 31 42 leaf_count=4188 35 121 20 31 23 21 25 20 22 8372 130 211 34 31 42 internal_value=0 -0.00259675 0.103031 0.0626056 0.0276439 -0.00609441 -0.00660055 0.0034106 -0.00750878 -0.007108 -0.00123451 -0.0110901 0.122107 0.160854 -0.0188658 internal_weight=0 13291 426 406 375 12865 12844 352 12754 12732 8502 332 90 65 4230 internal_count=13326 13291 426 406 375 12865 12844 352 12754 12732 8502 332 90 65 4230 cat_boundaries=0 1 2 cat_threshold=394 1047 is_linear=0 shrinkage=0.01 Tree=72 num_leaves=45 num_cat=16 split_feature=25 8 24 7 0 25 26 13 5 25 25 5 5 8 25 24 10 25 25 2 5 25 2 2 0 25 24 21 5 24 25 0 0 2 24 25 21 26 26 26 12 11 13 26 split_gain=212636 125247 103180 90847.7 83560.9 128901 142595 27168.8 22633.8 20860.3 16052.4 15765.1 33474.1 26208.8 15738.7 7788.74 16544.5 10780.8 7379.69 6827.19 5395.79 5295.28 4763.3 3142.06 2553.58 2322.74 2780.89 4856.9 3612.73 1916.12 1469.02 1354.38 1242.9 2382 955.244 694.265 610 563.096 240.754 233.187 133.58 102.499 40.0867 14.0015 threshold=0 279.07800000000003 1 174.00000000000003 176.53925000000004 2 2022.5000000000002 18.794500000000003 38.528000000000006 3 4 7.0052499999999993 9.6960000000000033 29.010000000000002 5 6 30.162700000000005 7 8 12.158500000000002 172.87500000000003 9 34.526250000000012 2.822397 2.2701700000000007 10 11 1.0000000180025095e-35 33.222525000000012 12 13 14.3635 9.2640000000000011 2.5528750000000007 14 15 6.2698500000000008 2022.5000000000002 2022.5000000000002 2022.5000000000002 6.546000000000002 9.3186000000000018 5.5579100000000006 2022.5000000000002 decision_type=9 2 1 2 2 9 2 2 2 9 9 2 2 2 9 1 2 9 9 2 2 9 2 2 2 9 1 2 2 1 9 2 2 2 1 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 14 -7 11 15 -13 20 29 16 17 22 37 -19 23 34 -2 -14 30 40 27 28 -27 -4 -23 -26 35 -34 43 -28 -29 -12 -16 -36 41 42 -20 -17 right_child=10 -3 7 -5 -6 9 -8 -9 -10 -11 18 12 13 -15 38 21 -18 19 25 -21 -22 24 -24 -25 31 26 32 36 -30 -31 -32 -33 33 -35 39 -37 -38 -39 -40 -41 -42 -43 -44 -45 leaf_value=0.14838291886923968 -0.011716741507184618 0.91404909610748297 -0.014213979370826113 0.81437547524770093 0.6901335134813863 -0.062267691552102031 0.82427117615415346 0.37923007369041445 0.31807061758908356 0.10070333574895447 -0.084843473406065087 0.48014750611782075 -0.037660232510483053 0.39246244001388547 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524288 138429465 2150171264 553655296 139776 67109376 0 2153775104 2643 1041 2148007936 536875008 0 16384 33619968 16777248 1 2150105216 0 512 312936578 67375404 209724148 67718 1029 258 1040 66048 536871936 1056 0 131072 262144 33554432 is_linear=0 shrinkage=0.01 Tree=73 num_leaves=44 num_cat=18 split_feature=25 8 24 7 0 25 26 13 25 5 25 24 25 5 5 8 24 10 25 25 2 5 2 25 2 3 0 25 24 25 5 24 24 25 0 0 2 25 26 7 12 11 5 split_gain=207823 123466 101903 89904 82579.3 126299 139757 26704 21060.9 19106.8 15118 23161.3 14903.6 16530.8 32369.3 25352.6 8144.49 18600.4 10394.4 7232.79 6461.16 5728.61 4668.51 4029.41 2997.67 2800.9 2503.53 2224.27 2715.62 5093.72 3194.53 1879.19 1563.33 1441.12 1327.43 1244.03 2327.7 685.946 551.89 270.831 132.668 92.9732 42.2505 threshold=0 279.07800000000003 1 174.00000000000003 176.53925000000004 2 2022.5000000000002 18.794500000000003 3 38.528000000000006 4 5 6 7.0052499999999993 9.6960000000000033 29.010000000000002 7 30.162700000000005 8 9 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67109376 0 2153775104 388 138429465 2150171264 553655296 139264 2643 1041 2148007936 536875008 0 16384 33619968 16777248 1 2150105216 312936578 67375404 209715956 67718 1029 16789504 55575553 1310721 33570840 258 288 1040 66048 536871936 0 131072 262144 33554432 is_linear=0 shrinkage=0.01 Tree=74 num_leaves=43 num_cat=17 split_feature=25 8 24 7 0 25 26 13 25 5 25 24 25 5 5 8 1 1 24 25 2 26 25 5 25 1 2 24 25 24 21 5 24 0 9 24 25 21 26 11 13 8 split_gain=203704 121007 99877.1 88113 80933.8 123779 136976 26172 20664.8 18726 14837.8 22738.5 14605.3 16202.5 31725.1 24848.1 8121.37 11929.4 7626.74 17439.5 9338.39 7330.6 7088.81 5614.61 5216.86 3208.71 2938.02 2782.48 2233.73 2673.48 4750 3520.93 1842.97 1193.76 2314.13 906.62 668.597 596.05 540.908 96.9357 38.1256 38.1764 threshold=0 279.07800000000003 1 174.00000000000003 176.53925000000004 2 2022.5000000000002 18.794500000000003 3 38.528000000000006 4 5 6 7.0052499999999993 9.6960000000000033 29.010000000000002 51.072690000000009 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2150171264 553655296 139264 2129 17425 2148008448 536870912 0 16384 33619968 16777248 134217737 65536 553651200 139264 388 312936578 67375404 209724148 67718 1029 258 780 8192 557973504 262154 33570816 is_linear=0 shrinkage=0.01 Tree=75 num_leaves=43 num_cat=11 split_feature=25 7 0 25 26 7 13 25 24 0 0 5 5 25 24 3 25 10 10 24 21 3 13 0 25 0 10 5 25 26 24 26 26 11 5 16 4 3 7 26 16 26 split_gain=236258 95116.3 106176 92092 68038.6 42405 30985.7 22331.8 17884.3 16791.9 19795.2 10407.7 11212.7 10671.8 8076.71 8721.77 4953.51 5700.84 5147.83 4930.56 2972.55 3073.36 2830.53 2967.04 2826.73 4004.23 2123.45 1982.11 1770.13 2523.73 1192.55 3082.79 1093.05 861.283 806.08 650.699 516.171 26.5134 15.061 14.0254 1.8953 1.79127 threshold=0 36.89500000000001 344.25000000000006 1 2022.5000000000002 239.51250000000002 24.080000000000002 2 3 206.27675000000002 39.071000000000012 8.3918550000000014 88.322000000000017 4 5 1.1528500000000002 6 30.162700000000005 91.02500000000002 7 1.0000000180025095e-35 11.141100000000002 0.90965000000000018 27.880500000000001 8 7.1800000000000006 44.81750000000001 0.24500000000000002 9 2022.5000000000002 10 2022.5000000000002 2022.5000000000002 32.448500000000003 21.624000000000002 14.519000000000002 58.223000000000006 2.1320000000000001 0.7983325 2022.5000000000002 26.955000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 9 1 2 2 2 2 9 1 2 9 2 2 1 2 2 2 2 9 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -3 9 8 24 10 -5 13 -13 39 32 -16 17 19 26 20 21 -9 23 -21 41 28 -19 -24 34 -30 31 -18 -15 35 -26 36 -32 38 -33 -10 -37 -2 right_child=7 5 -4 6 -6 -7 -8 16 11 -11 -12 12 -14 14 15 -17 30 18 -20 22 -22 -23 27 -25 25 -27 -28 -29 29 -31 33 37 -34 -35 -36 40 -38 -39 -40 -41 -42 -43 leaf_value=0.16727876615524293 -0.069495641239105718 0.80879407192098685 0.74095586017326076 0.059204310639568776 0.66148620201991148 0.26800939083099368 0.44827189808800105 0.013220696195586181 -0.033764252229170365 -0.20130080302556355 0.37012394337427046 0.37628130960464473 0.061338733709775488 -0.010966016811175939 0.088944949441064999 -0.10218221817016603 0.018305378643265608 0.085145866292895694 -0.042105660935242969 -0.014670895856682041 0.14524873483748665 0.13598622647198766 0.058193515885260796 0.039370597385224845 -0.059416029586970245 0.12787318855524063 0.21572889912128448 -0.042104860830307012 0.040736646996604071 -0.033545439550953529 -0.021554381570887814 -0.028376568594691804 0.033893115255567763 0.042687737061863851 0.0097485811710357664 0.015652556419372559 -0.072435097455978398 -0.017123300015926362 -0.037187086400531588 -0.040021101325305536 0.019901140757969445 -0.071953686177730555 leaf_weight=60 63 29 27 822 52 29 21 279 77 24 21 20 26 137 531 25 274 33 24 3132 21 22 93 105 107 20 20 25 90 93 6458 255 90 21 20 21 20 20 21 67 21 56 leaf_count=60 63 29 27 822 52 29 21 279 77 24 21 20 26 137 531 25 274 33 24 3132 21 22 93 105 107 20 20 25 90 93 6458 255 90 21 20 21 20 20 21 67 21 56 internal_value=0 0.143094 0.122162 0.105455 0.364213 0.538402 0.0679522 -0.0101946 0.0269527 0.059524 0.0669496 0.0509282 0.19827 0.0441661 0.0582891 0.0789315 -0.0150767 -0.00574166 0.0794007 -0.00754024 0.0293087 0.0221936 -0.011131 -0.0129179 -0.0249807 -0.00899561 0.134422 0.0369439 -0.018116 0.00283198 -0.0199898 -0.00576508 0.0065318 -0.0212187 -0.0449821 -0.0214571 -0.0217115 -0.0282413 -0.0290469 -0.0342939 0.0177768 -0.0651754 internal_weight=0 1085 1027 1000 112 58 888 12287 1422 867 843 973 46 927 783 556 10865 3754 77 3677 322 301 3355 3237 449 330 53 118 310 183 7111 570 227 6541 127 6520 6478 296 276 144 42 119 internal_count=13372 1085 1027 1000 112 58 888 12287 1422 867 843 973 46 927 783 556 10865 3754 77 3677 322 301 3355 3237 449 330 53 118 310 183 7111 570 227 6541 127 6520 6478 296 276 144 42 119 cat_boundaries=0 4 7 11 12 16 17 21 22 25 27 28 cat_threshold=768 16464 2187854080 32 256 16384 2097408 201342985 2719744 17255424 16949248 1920 1 0 16384 32768 5 2151678992 3356502664 536875008 41943552 1024 67108864 2162688 16777216 134234112 32768 1 is_linear=0 shrinkage=0.01 Tree=76 num_leaves=24 num_cat=7 split_feature=25 7 0 25 7 13 8 2 25 4 14 24 5 5 6 5 25 8 2 0 25 24 4 split_gain=231557 93223.5 104063 90259.3 41561.1 30369.1 23535.3 21116 19525.9 18223.7 13801.1 13571.3 12197.2 13270.5 9120.78 6597.59 4603.34 7035.4 3493.81 1927.95 1396.87 1326.84 363.737 threshold=0 36.89500000000001 344.25000000000006 1 239.51250000000002 24.080000000000002 234.55500000000004 228.18750000000003 2 36.89500000000001 21.435039000000003 3 8.3918550000000014 65.112000000000009 72.620000000000019 176.53925000000004 4 46.655499999999996 15.123237000000001 99.322500000000019 5 6 17.668762500000003 decision_type=9 2 2 9 2 2 2 2 9 2 2 1 2 2 2 2 9 2 2 2 9 1 2 left_child=1 2 3 -1 -3 7 8 9 10 -5 11 20 14 -14 -13 16 17 18 -10 21 22 -18 -2 right_child=6 4 -4 5 -6 -7 -8 -9 15 -11 -12 12 13 -15 -16 -17 19 -19 -20 -21 -22 -23 -24 leaf_value=0.36057104829882014 -0.042738972735804549 0.80070614551675734 0.73354630434954615 0.060708037079735239 0.26532930423473494 0.44378917875744051 0.33266015076637268 0.31960327124595644 -0.0098561186437591507 -0.14616910616556802 0.25447474332956171 0.029512056958946317 0.37961387856440115 0.04875060540658456 0.24574224615097046 0.16210880393073673 -0.0096268428148213459 0.12909401492068642 0.035308793567121029 -0.10948115766048432 -0.0063898944615119668 -0.021591901310227223 -0.085826732028614391 leaf_weight=112 179 29 27 792 29 21 20 30 3534 45 26 792 22 27 20 21 1161 38 180 24 189 6032 22 leaf_count=112 179 29 27 792 29 21 20 30 3534 45 26 792 22 27 20 21 1161 38 180 24 189 6032 22 internal_value=0 0.141663 0.120941 0.1044 0.533018 0.0672726 -0.0100926 0.0589288 -0.0106597 0.0495856 0.0262335 0.0216995 0.0435777 0.197301 0.0348379 -0.0149568 -0.0153094 -0.00626538 -0.00766719 -0.0199749 -0.0270251 -0.0197041 -0.045206 internal_weight=0 1085 1027 1000 58 888 12287 867 12267 837 1277 1251 861 49 812 10990 10969 3752 3714 7217 390 7193 201 internal_count=13372 1085 1027 1000 58 888 12287 867 12267 837 1277 1251 861 49 812 10990 10969 3752 3714 7217 390 7193 201 cat_boundaries=0 4 7 11 12 16 20 21 cat_threshold=768 16464 2187854080 32 256 16384 2097408 201342985 622592 17254400 16949760 904 2151678992 3356502664 536876032 41943040 201326600 0 16777216 512 65 is_linear=0 shrinkage=0.01 Tree=77 num_leaves=39 num_cat=13 split_feature=25 24 1 25 1 25 26 8 24 8 26 25 14 24 24 2 2 6 2 6 4 24 25 24 21 26 26 2 25 24 26 2 11 26 2 4 2 26 split_gain=227049 83279.5 129964 117466 42641.5 37419.1 36679.8 33377 26671.3 23067 19451.4 19137.1 13526.5 13301.8 12835.1 10371.7 6838.91 6317.52 6000.26 4541.59 4491.87 5314.8 3703.78 5112.07 5176.66 3355.39 2675.03 2276.45 1368.8 1198.62 3021 876.497 849.757 700.695 420.533 356.499 42.1029 5.33406 threshold=0 1 31.872000000000003 2 228.18750000000003 3 2022.5000000000002 11.567500000000003 4 234.55500000000004 2022.5000000000002 5 21.435039000000003 6 7 18.645000000000003 17.8965 109.45500000000001 39.872500000000009 3.0138000000000003 15.580500000000002 8 9 10 1.0000000180025095e-35 2022.5000000000002 2022.5000000000002 15.123237000000001 11 12 2022.5000000000002 57.065000000000012 32.448500000000003 2022.5000000000002 89.265000000000001 17.668762500000003 100.59300000000002 2022.5000000000002 decision_type=9 1 2 9 2 9 2 2 1 2 2 9 2 1 1 2 2 2 2 2 2 1 9 1 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 3 5 7 -4 6 -3 8 25 11 -5 12 13 28 15 26 17 -15 22 31 21 -16 23 24 -13 -1 -7 -25 35 30 -24 -20 -31 -30 -33 -2 -18 -10 right_child=9 2 4 10 -6 14 -8 -9 37 -11 -12 18 -14 16 20 -17 36 -19 19 -21 -22 -23 29 27 -26 -27 -28 -29 33 32 -32 34 -34 -35 -36 -37 -38 -39 leaf_value=0.24673585316230512 -0.042311582904954195 0.045932539850473401 0.75188711289203525 0.40386972466483712 0.24727559156277601 -0.0019745927962703984 0.40542306021148089 0.47887783121155658 -0.044427024364471442 0.3293335399627686 0.64426364895323629 0.0013621080982503309 0.25192997455596922 0.04563110841510442 0.0092823431396484388 0.26436992824077604 -0.07126479457725178 0.22557072949409485 0.063492097145802256 0.18236346877139548 -0.1985175738334656 -0.083689450060364101 0.018218594064025113 -0.02152117514947811 0.10762191615206129 0.13370682281752427 0.062874478364394887 0.035816271429260575 0.012692626511796992 -0.021336812008733795 -0.02785922823952058 -0.030861209233601892 0.042377903106666753 -0.025817039088199014 0.024152979850769044 -0.084968464266170149 -0.091312014341354372 -0.049023442782607729 leaf_weight=58 179 64 33 64 34 138 51 23 50 20 71 1869 26 799 115 20 22 20 37 23 20 127 274 1809 47 48 118 72 94 6485 296 24 21 95 33 22 20 51 leaf_count=58 179 64 33 64 34 138 51 23 50 20 71 1869 26 799 115 20 22 20 37 23 20 127 274 1809 47 48 118 72 94 6485 296 24 21 95 33 22 20 51 internal_value=0 0.14028 0.0753349 0.262964 0.495816 0.0333458 0.18893 0.112589 0.0773288 -0.00999203 0.493727 -0.0105534 0.0259706 0.021482 -0.00336026 0.0434759 0.0431419 0.0500252 -0.0148075 0.0564098 -0.0524835 -0.0425833 -0.0155875 -0.00755162 0.00394808 0.178695 0.0279168 -0.0192242 -0.0267565 -0.0198608 -0.0056111 0.0255914 -0.0210987 -0.00632921 0.000989111 -0.0447539 -0.0808111 -0.0425365 internal_weight=0 1085 720 365 67 653 115 230 207 12287 135 12267 1277 1251 538 276 861 819 10990 117 262 242 10873 3797 1916 106 256 1881 390 7076 570 94 6506 189 57 201 42 101 internal_count=13372 1085 720 365 67 653 115 230 207 12287 135 12267 1277 1251 538 276 861 819 10990 117 262 242 10873 3797 1916 106 256 1881 390 7076 570 94 6506 189 57 201 42 101 cat_boundaries=0 4 5 8 11 12 16 17 18 19 23 24 28 29 cat_threshold=768 16464 2187854080 32 616 768 0 2181562368 0 16 34078720 96 201342985 622592 17254400 16949760 904 1043 2304 2151678992 3358599816 536876032 41943040 1103 201326600 0 16777216 512 1 is_linear=0 shrinkage=0.01 Tree=78 num_leaves=14 num_cat=1 split_feature=8 7 10 1 3 13 2 13 4 1 24 7 1 split_gain=94208.6 63269.3 96845.5 24692.2 76621.8 13573.3 31483.5 13752.6 10848.6 10018.1 8825.33 8692.59 982.38 threshold=284.98750000000007 162.18600000000004 279.07800000000003 114.12500000000001 2.8373970000000006 27.600000000000005 22.196000000000005 34.506900000000009 255.10500000000002 316.3010000000001 0 239.51250000000002 238.08750000000003 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 2 3 5 9 8 7 -7 10 12 -1 -3 -5 right_child=-2 11 -4 4 -6 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.0064815337498829962 0.65612225272438751 0.40117048856374382 0.67812893912905736 -0.044644888762770035 0.70657894015312195 0.26301950621604919 0.46583528035879135 -0.031698549170243111 -0.18215001281569987 0.22706165462732317 -0.010233633015353827 0.18440570921511262 0.036630300283432005 leaf_weight=5398 22 37 21 58 20 20 20 76 34 20 7589 37 20 leaf_count=5398 22 37 21 58 20 20 20 76 34 20 7589 37 20 internal_value=0 0.00119736 -0.000427961 -0.001503 0.142509 -0.00279655 0.104897 0.029701 -0.00375596 0.0273922 -0.00328892 0.292788 -0.0238051 internal_weight=0 13350 13276 13255 118 13137 116 96 13021 98 12987 74 78 internal_count=13372 13350 13276 13255 118 13137 116 96 13021 98 12987 74 78 cat_boundaries=0 1 cat_threshold=2657 is_linear=0 shrinkage=0.01 Tree=79 num_leaves=29 num_cat=8 split_feature=25 7 7 25 26 25 6 1 1 5 5 25 6 10 4 1 2 25 25 5 1 25 26 2 2 25 2 6 split_gain=221495 89830.2 40622 38870.2 28929.5 20987.2 24394.5 15737.8 25949.9 15994.4 17015.3 16211.4 9625.27 9409.54 6425.81 6245.94 5815.84 5727.16 4139.78 4132.65 3318.31 2579.75 1957.67 1842.03 1805.72 1077.81 515.814 383.072 threshold=0 36.89500000000001 239.51250000000002 1 2022.5000000000002 2 149.26580000000004 26.134500000000006 195.14400000000003 181.87500000000003 27.130000000000006 3 26.251000000000001 52.158358500000006 181.87500000000003 140.32000000000002 39.872500000000009 4 5 15.306500000000002 67.575000000000003 6 2022.5000000000002 15.123237000000001 109.45500000000001 7 55.082710000000006 169.68000000000004 decision_type=9 2 2 9 2 9 2 2 2 2 2 9 2 2 2 2 2 9 9 2 2 9 2 2 2 9 2 2 left_child=1 3 -3 4 -1 12 16 9 -9 10 11 -5 13 14 15 17 18 -2 20 24 23 22 -20 -7 26 -23 -18 -14 right_child=5 2 -4 7 -6 6 -8 8 -10 -11 -12 -13 27 -15 -16 -17 19 -19 21 -21 -22 25 -24 -25 -26 -27 -28 -29 leaf_value=0.13389273869685639 0.014666581915806028 0.78734308571651068 0.25804963605157261 0.035832106149244217 0.36031464686087511 -0.0094172090497416511 0.32611353465488985 0.41918467194693426 0.039346305164130957 -0.18485254645347596 0.3651701941490173 0.14457791169484457 -0.07145574835368565 0.21240385203525938 -0.13187186881899834 -0.12625797430674235 0.081220095157623295 0.059893578819569394 -0.036141291175569808 0.18673626005649568 0.085787256485537478 -0.024790977249360264 -0.12472014013926189 0.031075136165680559 -0.046429668664932248 -0.016375976527540602 0.02653137915274676 -0.12158831861284045 leaf_weight=117 608 29 29 491 109 3565 21 35 37 24 20 194 35 29 24 24 35 547 56 20 38 2540 45 116 24 4499 34 27 leaf_count=117 608 29 29 491 109 3565 21 35 37 24 20 194 35 29 24 24 35 547 56 20 38 2540 45 116 24 4499 34 27 internal_value=0 0.138535 0.522696 0.118189 0.232796 -0.00988707 -0.0143767 0.0819235 0.22399 0.0690161 0.0776584 0.0692639 0.0280716 0.0344069 0.030116 0.0334135 -0.0150415 0.0367313 -0.0157842 0.0563291 -0.00716217 -0.0202367 -0.0687957 -0.00814117 0.0282845 -0.0194434 0.054272 -0.0932877 internal_weight=0 1085 58 1027 226 12287 10993 801 72 729 705 685 1294 1232 1203 1179 10972 1155 10859 113 3719 7140 101 3681 93 7039 69 62 internal_count=13372 1085 58 1027 226 12287 10993 801 72 729 705 685 1294 1232 1203 1179 10972 1155 10859 113 3719 7140 101 3681 93 7039 69 62 cat_boundaries=0 4 7 11 15 19 23 26 30 cat_threshold=768 16464 2187854080 32 0 16448 2097408 134234121 2719744 17254400 16949248 768 0 2147483648 32 134217736 524288 16779264 16777216 2151678992 3356502664 536876032 41943552 67108864 0 1073741824 44312582 872681764 201335028 4217861 is_linear=0 shrinkage=0.01 Tree=80 num_leaves=13 num_cat=1 split_feature=10 7 0 1 8 24 13 2 0 7 4 4 split_gain=234483 66030.4 25800.5 20824.9 20653.4 11086.3 18324.7 14135.9 13018.8 6270.57 5845.7 5555.36 threshold=279.07800000000003 162.18600000000004 344.25000000000006 26.955000000000002 279.07800000000003 0 27.600000000000005 243.26250000000002 181.87500000000003 263.93200000000007 3.0770190000000004 166.68000000000004 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 4 9 5 8 7 -7 11 -3 -8 -1 right_child=-2 3 -4 -5 -6 6 10 -9 -10 -11 -12 -13 leaf_value=-0.019000441311624268 0.96670492172241218 0.29929750884020773 0.31655984210968019 0.55540448234194795 0.30114835262298584 -0.00098011478608268899 0.10338602707602761 0.25878163269587928 0.20906829156875609 0.090846144460862685 0.30302826315164566 -0.18203922180902388 leaf_weight=4356 25 27 25 21 22 8716 55 21 25 31 20 21 leaf_count=4356 25 27 25 21 22 8716 55 21 25 31 20 21 internal_value=0 -0.00267043 -0.00438762 0.285579 -0.00499382 -0.00550352 0.000979203 -0.000355759 -0.0184411 0.187884 0.156624 -0.0197827 internal_weight=0 13340 13261 79 13236 13214 8812 8737 4402 58 75 4377 internal_count=13365 13340 13261 79 13236 13214 8812 8737 4402 58 75 4377 cat_boundaries=0 1 cat_threshold=2440 is_linear=0 shrinkage=0.01 Tree=81 num_leaves=29 num_cat=12 split_feature=10 25 24 7 25 1 24 5 25 5 25 3 5 4 24 24 1 25 3 25 5 2 2 24 0 1 25 5 split_gain=229816 153685 93801.2 103974 85055.2 66870 45603.5 20508.8 18262.8 23601.7 17916.8 16417.9 16431.7 11700.1 10049.1 9731.82 7597.54 12109.4 4784.97 4031.14 4376.26 3000.57 6620.19 3266.31 2717.56 2388.88 2138.08 520.974 threshold=279.07800000000003 0 1 174.00000000000003 2 31.872000000000003 3 117.39000000000001 4 8.2840000000000025 5 16.594211000000005 21.947000000000003 5.3195730000000001 6 7 51.072690000000009 8 181.87500000000003 9 59.752500000000005 14.462000000000002 16.325500000000002 10 125.83150000000002 1.9796 11 52.772000000000013 decision_type=2 9 1 2 9 2 1 2 9 2 9 2 2 2 1 1 2 9 2 9 2 2 2 1 2 2 9 2 left_child=1 2 3 4 -1 6 -6 10 9 14 -4 12 -11 15 16 -12 17 -3 19 21 26 23 -23 -10 25 -16 -21 -14 right_child=-2 8 7 -5 5 -7 -8 -9 18 11 13 -13 27 -15 24 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 leaf_value=0.42720529164586751 0.95703787078857416 0.11863342986519175 0.11939632448656806 0.89851358050391783 -0.08182711756142387 0.54697008386254309 0.14626189058603242 0.33466512131690979 0.0049921557925976688 0.34571969583630563 0.056763398195527927 0.40460960429647691 -0.027573817230406261 -0.21102525281906129 -0.01702388874916215 -0.041699031100050958 0.23751126357487271 -0.00021619522251845321 0.12100576095581055 -0.063013810449176366 0.12413130009174347 0.18500366381976915 0.006212662139620918 -0.016413518846213067 0.10582948756217957 0.046100151630548335 -0.022930528556686442 0.035428738491875784 leaf_weight=102 25 123 106 21 127 32 248 20 857 20 147 23 21 30 772 269 21 251 25 134 20 23 208 4237 20 65 5383 35 leaf_count=102 25 123 106 21 127 32 248 20 857 20 147 23 21 30 772 269 21 251 25 134 20 23 208 4237 20 65 5383 35 internal_value=0 -0.00264372 0.109923 0.205082 0.180502 0.105583 0.070734 0.0197429 -0.0128594 0.0217205 0.00869029 0.170519 0.0996757 -0.0198529 0.010128 -0.00654369 0.0511347 0.0420369 -0.0171665 -0.0175003 -0.0234822 -0.0112151 0.0240144 -0.0128347 -0.00926106 -0.0121218 -0.0240599 0.0118028 internal_weight=0 13340 1102 530 509 407 375 572 12238 1351 552 99 76 446 1252 416 395 374 10887 10862 5537 5325 231 5094 857 837 5517 56 internal_count=13365 13340 1102 530 509 407 375 572 12238 1351 552 99 76 446 1252 416 395 374 10887 10862 5537 5325 231 5094 857 837 5517 56 cat_boundaries=0 4 5 8 9 13 16 17 18 19 23 24 28 cat_threshold=768 16464 2187985152 2236928 3681 0 0 2153775360 2560 201342977 2097152 536958976 16777216 256 16 34078720 1106 258 201342976 2149131320 3277466248 1083441154 8388624 1026 0 0 16777216 32800 is_linear=0 shrinkage=0.01 Tree=82 num_leaves=27 num_cat=12 split_feature=10 25 24 7 25 26 1 24 8 25 25 10 24 3 13 1 3 0 16 25 24 25 24 25 0 26 split_gain=225241 150766 92002 101877 83561.8 84287.9 65534.5 44742.6 19522.1 24576.1 17908.3 22343.9 15532.5 11772.9 8912.71 8762.16 4689.81 4652.97 4115.98 4175.71 3565.88 3294.62 2842.57 2388.05 441.9 144.139 threshold=279.07800000000003 0 1 174.00000000000003 2 2022.5000000000002 31.872000000000003 3 39.071000000000012 4 5 52.158358500000006 6 39.495000000000012 2.1039999999999952 67.575000000000003 181.87500000000003 33.12850000000001 86.239500000000007 7 8 9 10 11 105.004 2022.5000000000002 decision_type=2 9 1 2 9 2 2 1 2 9 9 2 1 2 2 2 2 2 2 9 1 9 1 9 2 2 left_child=1 2 3 4 5 -1 7 -6 9 25 11 12 14 20 15 -3 18 21 19 22 -11 -14 -12 -21 -19 -4 right_child=-2 10 8 -5 6 -7 -8 -9 -10 13 16 -13 17 -15 -16 -17 -18 24 -20 23 -22 -23 -24 -25 -26 -27 leaf_value=0.17165979976654053 0.94746749725341806 0.041455111187867461 0.12492831742938827 0.88952844279153009 -0.081068574686120026 0.74669716697472799 0.54150038294494152 0.1448559633336326 0.31915896461123511 0.00060096394002827163 0.0015689686706574591 0.31198894794170673 0.02796465438111384 0.19590924284674904 0.2654561122059822 0.2454735979166898 0.11979570655822754 0.12150759696960449 0.12253807601474581 -0.064336349055880593 -0.062608069784136064 -0.027290539808887144 -0.015392732661745318 -0.022537437202289092 0.058443351173400881 0.14628884444802495 leaf_weight=50 25 488 68 21 127 52 32 248 21 143 1317 26 123 22 20 22 25 20 21 137 259 627 3995 5392 25 59 leaf_count=50 25 488 68 21 127 52 32 248 21 143 1317 26 123 22 20 22 25 20 21 137 259 627 3995 5392 25 59 internal_value=0 -0.00261243 0.10888 0.203122 0.178793 0.423315 0.104543 0.0700439 0.0195685 0.00850553 -0.0127306 0.021512 0.0159744 -0.0286627 0.0572956 0.0502559 -0.0169957 -0.012141 -0.0173262 -0.0175971 -0.0416657 -0.0182197 -0.0111924 -0.0236874 0.0864719 0.125009 internal_weight=0 13340 1102 530 509 102 407 375 572 551 12238 1351 1325 424 530 510 10887 795 10862 10841 402 750 5312 5529 45 127 internal_count=13365 13340 1102 530 509 102 407 375 572 551 12238 1351 1325 424 530 510 10887 795 10862 10841 402 750 5312 5529 45 127 cat_boundaries=0 4 5 8 9 12 16 17 21 22 26 27 31 cat_threshold=768 16464 2187985152 2236928 3681 0 0 2153775360 2560 256 64 34078720 201342977 2097152 536958976 16777216 1110 2149131320 3277466248 1083441154 8388624 6 0 2097152 67584 16777216 1042 0 0 16777216 32800 is_linear=0 shrinkage=0.01 Tree=83 num_leaves=30 num_cat=12 split_feature=10 25 24 25 1 0 6 8 12 24 1 24 5 25 5 26 25 6 25 1 25 16 24 25 12 5 25 11 26 split_gain=220759 148144 105005 25125.9 23941 37362.8 21137.3 21009.8 23167.4 17917.8 26124.8 17167 15596.8 14034.5 11663.8 10925.8 5963.79 5620.09 5991.42 5399.14 4197.44 4051.83 3006.64 2620.38 2413.75 2217.89 1530.33 716.828 73.861 threshold=279.07800000000003 0 1 2 51.072690000000009 24.23535 5.2798230000000013 41.402500000000011 5.2768230000000012 3 23.747850000000003 4 8.3918550000000014 5 34.354400000000005 2022.5000000000002 6 33.286525000000005 7 200.13000000000002 8 52.76550000000001 9 10 1.2399500000000001 35.627500000000005 11 31.809000000000005 2022.5000000000002 decision_type=2 9 1 9 2 2 2 2 2 1 2 1 2 9 2 2 9 2 9 2 9 2 1 9 2 2 9 2 2 left_child=1 2 6 4 11 19 15 8 9 10 -4 12 13 -3 -14 -1 -11 18 -13 -6 21 22 24 -24 -5 26 28 -28 -22 right_child=-2 3 7 20 5 -7 -8 -9 -10 16 -12 17 14 -15 -16 -17 -18 -19 -20 -21 25 -23 23 -25 -26 -27 27 -29 -30 leaf_value=0.25152900756295049 0.93799280929565432 -0.011988427396104629 0.052466711765382347 0.0072194870416761227 0.13777527188382499 0.56805747127532957 -0.0018881072168764862 0.36337692689895634 0.35945017712456839 -0.072585472327539299 0.42829096746444706 -0.058504924426299398 0.39285058828917413 0.078576422591592365 0.091781696369571064 0.3812396900994437 0.020505824709524875 0.11525260356164747 0.00021370310532419306 -0.059401833670479916 -0.056309989569138505 0.13359378111362458 -0.059752506720714083 -0.011227593297667203 0.11384311556816101 0.053752789313976583 -0.021408303745041737 0.034511751817620319 -0.07326629603350604 leaf_weight=134 25 309 246 608 41 20 23 20 21 164 20 271 22 376 31 126 112 31 465 21 49 20 107 3078 22 39 6887 23 54 leaf_count=134 25 309 246 608 41 20 23 20 21 164 20 271 22 376 31 126 112 31 465 21 49 20 107 3078 22 39 6887 23 54 internal_value=0 -0.00258705 0.123126 -0.0114041 0.0256676 0.192226 0.278832 0.0441154 0.0335576 0.0209308 0.0777994 0.0167632 0.0507943 0.0386952 0.216754 0.314389 -0.0354132 -0.0164293 -0.0221989 0.0709895 -0.0168267 -0.00834746 -0.00911346 -0.0130397 0.0107719 -0.0214195 -0.0218681 -0.0211915 -0.0594298 internal_weight=0 13340 866 12474 1587 82 283 583 563 542 266 1505 738 685 53 260 276 767 736 62 10887 3835 3815 3185 630 7052 7013 6910 103 internal_count=13365 13340 866 12474 1587 82 283 583 563 542 266 1505 738 685 53 260 276 767 736 62 10887 3835 3815 3185 630 7052 7013 6910 103 cat_boundaries=0 3 4 8 9 10 13 16 20 24 25 28 32 cat_threshold=768 16400 2187985152 609 201342977 2097216 536958976 19014144 3202 1622 1 0 536875008 512 0 6815744 67125249 2097216 0 512 2147492888 3260555912 1100218370 8388608 1040 0 8192 16777216 4194304 0 1024 32800 is_linear=0 shrinkage=0.01 Tree=84 num_leaves=20 num_cat=5 split_feature=10 25 24 7 7 6 25 10 24 5 3 25 0 5 1 3 8 2 0 split_gain=216366 145184 102924 41855.6 28451 20716.7 20560 18571.3 15797.7 17887.8 15272.9 14968.8 10739.5 9977.25 7378.11 6652.23 4926.12 4857.32 2464.73 threshold=279.07800000000003 0 1 36.89500000000001 284.98750000000007 5.2798230000000013 2 52.158358500000006 3 8.3918550000000014 114.12500000000001 4 206.27675000000002 223.36075000000002 52.772000000000013 2.2169500000000002 172.87500000000003 233.80500000000004 11.555000000000001 decision_type=2 9 1 2 2 2 9 2 1 2 2 9 2 2 2 2 2 2 2 left_child=1 2 5 10 6 15 7 8 9 -3 11 12 -4 16 -10 18 17 -8 -1 right_child=-2 4 3 -5 -6 -7 13 -9 14 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.31687635078342685 0.92861289138793957 0.044970011609547146 -0.0020835043622715638 0.40195972781027517 0.36556507897377016 -0.0018692261239756707 -0.016923486087490787 0.27885947499956404 -0.015279433027525271 0.27233562723607629 0.27105395774046581 0.11645733665775609 -0.22423593147941259 0.20660952472686767 0.14195846680671939 0.1448752242868597 -0.16314112082771634 0.13906012344360352 0.43286878353357316 leaf_weight=218 25 534 404 31 20 23 10962 28 799 37 24 101 23 20 31 22 23 20 20 leaf_count=218 25 534 404 31 20 23 10962 28 799 37 24 101 23 20 31 22 23 20 20 internal_value=0 -0.00256204 0.121889 0.0436655 -0.0112906 0.276043 -0.0119049 0.0236907 0.0187601 0.0586754 0.024335 0.0131205 -0.0137281 -0.0165251 -0.00929471 0.311245 -0.0169456 -0.0166394 0.326624 internal_weight=0 13340 866 583 12474 283 12454 1429 1401 571 552 528 427 11025 830 260 11005 10982 238 internal_count=13365 13340 866 583 12474 283 12454 1429 1401 571 552 528 427 11025 830 260 11005 10982 238 cat_boundaries=0 3 4 8 9 12 cat_threshold=768 16400 2187985152 609 201342977 2097152 536958976 19014144 1110 512 16 2149581056 is_linear=0 shrinkage=0.01 Tree=85 num_leaves=40 num_cat=18 split_feature=25 4 25 26 24 7 24 25 26 25 4 7 3 10 4 24 25 25 5 25 26 25 7 25 25 25 24 25 6 7 25 12 25 3 0 0 13 26 26 split_gain=158071 189125 67063 166633 38106.5 23495.5 22400.1 39622 20872.3 13255.2 15442.1 13249.5 7540.53 25090.2 7388.23 6220.53 13484.4 11278.8 13049.9 6135.88 6099.73 6032.03 4960.95 2824.25 2129.46 1516.11 1098.33 2923.34 1191.51 3415.63 979.362 440.433 237.408 77.2718 74.724 40.532 40.0082 12.7202 0.0355673 threshold=0 272.07425000000006 1 2022.5000000000002 2 36.89500000000001 3 4 2022.5000000000002 5 149.69580000000005 239.51250000000002 2.6475000000000004 17.739947500000003 14.462000000000002 6 7 8 8.3918550000000014 9 2022.5000000000002 10 1.1888500000000002 11 12 13 14 15 1.4743540000000002 5.4302350000000006 16 13.724000000000002 17 11.541000000000002 4.0098940000000001 6.5057 5.5579100000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 1 2 1 9 2 9 2 2 2 2 2 1 9 9 2 9 2 9 2 9 9 9 1 9 2 2 9 2 9 2 2 2 2 2 2 left_child=1 2 3 -1 8 6 19 -8 -4 10 12 -7 15 14 20 16 22 18 -17 -6 -14 38 -2 -19 -18 32 27 33 31 -30 -29 -28 37 -27 36 -36 -34 -23 -11 right_child=9 -3 4 -5 5 11 7 -9 -10 21 -12 -13 13 -15 -16 17 24 23 -20 -21 -22 25 -24 -25 -26 26 28 30 29 -31 -32 -33 34 -35 35 -37 -38 -39 -40 leaf_value=-0.041572472659024327 0.095033420319358519 0.87891539112214123 0.31264163570842524 0.74415760310191037 -0.095441330879023581 0.4249470602947733 0.23136089430735993 0.016357652079133155 0.095426323738363059 -0.092795126518960713 0.21905863527095679 0.073017473340034486 0.081850905128215495 0.39188306373357779 0.17339487822850547 0.023161728712228626 -0.042567518072969775 -0.066149902236192742 0.26828377101732337 -0.0073150500839790416 -0.025723806051320807 -0.044428901835663677 -0.052989734935760494 -0.017680758731643056 0.0032586260592624146 -0.026481796530280127 -0.019721321034813326 -0.013547983881372672 -0.0096584688335773078 0.10665020414761134 0.0092466073910827222 0.0067059339582920072 -0.024782865002194697 -0.0069456370103926895 -0.003391831571405584 -0.019158029669807071 -0.012534687278999224 -0.0521636160214742 -0.092458423304913662 leaf_weight=55 240 31 87 53 122 23 101 402 90 59 33 20 76 20 30 390 126 123 23 216 172 73 25 1822 399 564 4308 250 257 28 680 64 2175 21 22 63 27 30 67 leaf_count=55 240 31 87 53 122 23 101 402 90 59 33 20 76 20 30 390 126 123 23 216 172 73 25 1822 399 564 4308 250 257 28 680 64 2175 21 22 63 27 30 67 internal_value=0 0.1071 0.0875493 0.314863 0.0608695 0.0328894 0.021604 0.0631977 0.191381 -0.0127408 0.00375638 0.261259 0.00170548 0.0497842 0.0251727 -0.00284581 0.0212836 -0.0109736 0.0359423 -0.0409525 0.00724264 -0.0193436 0.078121 -0.0210686 -0.00832973 -0.0182666 -0.0155694 -0.00801568 -0.0180043 0.00176835 0.00304009 -0.0193345 -0.0251379 -0.0253472 -0.0241719 -0.0150774 -0.0246327 -0.0425506 -0.0858061 internal_weight=0 1200 1169 108 1061 884 841 503 177 12167 3479 43 3446 298 278 3148 790 2358 413 338 248 8688 265 1945 525 8562 6172 1515 4657 285 930 4372 2390 585 2287 85 2202 103 126 internal_count=13367 1200 1169 108 1061 884 841 503 177 12167 3479 43 3446 298 278 3148 790 2358 413 338 248 8688 265 1945 525 8562 6172 1515 4657 285 930 4372 2390 585 2287 85 2202 103 126 cat_boundaries=0 4 8 9 10 13 16 17 20 23 26 30 33 36 40 41 45 49 53 cat_threshold=768 2097232 3257401600 33312 0 0 2621696 32768 1088 900 0 64 1107296256 138429465 2286518272 558259200 529 134217728 138444800 16778240 4210689 524288 4476928 0 80 2147483648 67108864 16384 0 139264 0 32768 16777216 0 2148007936 4460544 10747968 537147311 335609884 54528263 1027 2449551398 100663296 40993 8 1627553792 0 1048576 16400 0 8320 65536 16777216 is_linear=0 shrinkage=0.01 Tree=86 num_leaves=41 num_cat=17 split_feature=25 4 25 26 7 24 0 7 4 25 4 3 10 4 24 25 25 24 25 26 25 25 25 26 25 26 26 24 25 6 7 25 12 25 3 0 0 13 26 26 split_gain=154960 185356 65720.8 163317 37423.9 38976.4 27070 23743.4 23130.2 12987.4 15135.3 7391.59 24590.9 7241.21 6096.21 13337.9 11070 14779.6 6023.34 5978.35 5911.98 4597.26 2993.79 2074.26 1485.91 1442.76 1087.11 1076.41 2865.07 1167.8 3347.66 875.121 431.668 232.684 75.7341 73.237 39.7254 39.212 12.4671 0.0348594 threshold=0 272.07425000000006 1 2022.5000000000002 36.89500000000001 2 181.87500000000003 239.51250000000002 29.353500000000004 3 149.69580000000005 2.6475000000000004 17.739947500000003 14.462000000000002 4 5 6 7 8 2022.5000000000002 9 10 11 2022.5000000000002 12 2022.5000000000002 2022.5000000000002 13 14 1.4743540000000002 5.4302350000000006 15 13.724000000000002 16 11.541000000000002 4.0098940000000001 6.5057 5.5579100000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 1 2 2 2 9 2 2 2 2 1 9 9 1 9 2 9 9 9 2 9 2 2 1 9 2 2 9 2 9 2 2 2 2 2 2 left_child=1 2 3 -1 5 18 8 -6 -7 10 11 14 13 19 15 26 17 -16 23 -13 39 -17 -18 -4 33 -20 -2 28 34 32 -31 -30 -29 38 -26 37 -37 -35 -22 -11 right_child=9 -3 4 -5 7 6 -8 -9 -10 20 -12 12 -14 -15 16 21 22 -19 25 -21 24 -23 -24 -25 27 -27 -28 29 31 30 -32 -33 -34 35 -36 36 -38 -39 -40 -41 leaf_value=-0.041156749551946467 0.099519402274379026 0.87012623140888834 -0.063697093083308301 0.73671602806955006 0.47193681389944891 0.063960433428445138 0.37095341104449647 0.046610963798704601 0.3530668153433964 -0.091867175667972881 0.21686805428880632 0.08103239710981909 0.38796423852443696 0.17166093111038208 -0.04824062266557113 -0.02388783467219812 -0.065538139701785902 0.095459130032389775 0.016193037827809651 -0.025466567804647046 -0.043984613091978313 0.027469221025861371 -0.015901044611182573 -0.14634221669874692 -0.02621697853365583 -0.035676631120720295 0.16327128354108561 -0.019524107849503848 -0.014319233282336169 -0.0095618843487264588 0.10558370415653501 0.0083143036106483343 0.0066388745233416559 -0.024535036461088996 -0.006876180668671926 -0.0033579132231799044 -0.018966449324100736 -0.012409339745839437 -0.051641979694366458 -0.091533840013973758 leaf_weight=55 54 31 65 53 35 605 33 21 29 59 33 76 20 30 105 311 123 194 117 172 73 372 1936 57 564 99 53 4308 214 257 28 716 64 2175 21 22 63 27 30 67 leaf_count=55 54 31 65 53 35 605 33 21 29 59 33 76 20 30 105 311 123 194 117 172 73 372 1936 57 564 99 53 4308 214 257 28 716 64 2175 21 22 63 27 30 67 internal_value=0 0.106041 0.0866862 0.311715 0.0602744 0.0468231 0.0903641 0.31244 0.0771845 -0.0126144 0.00371529 0.00168485 0.0492863 0.024921 -0.00282126 0.0210658 -0.0108674 0.0450679 -0.0405725 0.00717021 -0.0191502 0.00407684 -0.0191687 -0.0945592 -0.018084 -0.00724514 0.119893 -0.0154138 -0.0079358 -0.0178243 0.00175066 0.00300923 -0.0191411 -0.0248865 -0.0250937 -0.0239301 -0.0149266 -0.0243864 -0.0421251 -0.084948 internal_weight=0 1200 1169 108 1061 1005 667 56 634 12167 3479 3446 298 278 3148 790 2358 299 338 248 8688 683 2059 122 8562 216 107 6172 1515 4657 285 930 4372 2390 585 2287 85 2202 103 126 internal_count=13367 1200 1169 108 1061 1005 667 56 634 12167 3479 3446 298 278 3148 790 2358 299 338 248 8688 683 2059 122 8562 216 107 6172 1515 4657 285 930 4372 2390 585 2287 85 2202 103 126 cat_boundaries=0 4 8 9 12 13 16 19 20 23 27 30 33 37 38 42 46 50 cat_threshold=768 2097232 3257401600 33312 0 0 2621696 32768 900 138429465 2286518272 558259200 529 134217728 32768 16777216 16385 524288 4472832 392 0 80 2147483648 67108864 16384 0 139264 16400 2148007936 541331456 0 32768 16777216 10747968 537147311 335609884 54528263 1027 2449551398 100663296 40993 8 1627521152 0 1048576 16400 0 8320 65536 16777216 is_linear=0 shrinkage=0.01 Tree=87 num_leaves=34 num_cat=9 split_feature=25 4 25 26 1 1 7 3 4 25 4 20 3 25 4 2 1 25 25 3 25 6 6 25 25 0 1 11 0 0 7 26 26 split_gain=151877 181667 64413 160067 40995.3 41530 17480.4 18391.5 13541.6 12728.1 14834.2 10201.6 7281.03 5794.32 5683.31 18681.5 4827.86 3075.14 1456.31 1323.15 1035.87 983.797 6341.84 1318.79 228.053 196.337 213.595 151.697 71.7796 38.9349 24.1439 12.219 0.0341654 threshold=0 272.07425000000006 1 2022.5000000000002 26.134500000000006 228.18750000000003 206.27675000000002 2.2169500000000002 29.353500000000004 2 149.69580000000005 18.645000000000003 177.71725000000004 3 6.9475000000000007 14.418000000000001 114.12500000000001 4 5 189.44922000000003 6 2.3436300000000005 4.4080000000000013 7 8 5.5950000000000006 2.6025060000000004 16.692500000000006 4.0098940000000001 6.5057 8.5739200000000029 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 9 2 2 2 9 2 2 2 9 9 2 9 2 2 9 9 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 6 16 7 8 -4 10 11 12 14 32 17 -16 -6 -2 24 -9 25 23 -23 -22 31 27 -27 -20 30 -30 -26 -15 -11 right_child=9 -3 4 -5 5 -7 -8 19 -10 13 -12 -13 -14 18 15 -17 -18 -19 20 -21 21 22 -24 -25 28 26 -28 -29 29 -31 -32 -33 -34 leaf_value=-0.040745174234563655 0.018260483235881933 0.86142496355118303 0.039424004248526108 0.72934890711082601 0.3640735109522939 0.018759062534723529 0.33388752925395965 -0.085436398267745975 0.22776858520507812 -0.090948502653736177 0.21469937732725433 0.21631795276295054 0.17032170181274414 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5968.36 13048.3 10806.6 12806.4 5864.36 5678.97 4802.54 4731.78 4508.13 4267 2733.12 1462.82 1063.89 2825.82 1145.26 1126.06 3263.11 1055.5 407.849 221.06 74.3031 71.1966 43.4652 38.1601 11.9759 0.0334854 threshold=0 272.07425000000006 1 2022.5000000000002 26.134500000000006 2 228.18750000000003 29.353500000000004 3 4 5 149.69580000000005 2.6475000000000004 17.739947500000003 14.462000000000002 6 7 8 8.3918550000000014 2022.5000000000002 9 2022.5000000000002 114.12500000000001 10 38.528000000000006 11 12 13 14 1.0000000180025095e-35 1.4743540000000002 5.4302350000000006 2022.5000000000002 22.362000000000005 15 11.541000000000002 4.0098940000000001 16 6.5057 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 1 2 2 1 9 9 2 2 2 2 1 9 9 2 2 9 2 2 9 2 9 9 1 9 2 2 2 2 2 9 2 2 1 2 2 2 left_child=1 2 3 -1 5 7 22 8 -4 21 11 12 15 14 19 16 32 18 -17 -14 40 -7 -6 -18 -11 -19 34 28 35 -30 33 -32 -2 -29 39 -28 37 -36 -38 -22 -12 right_child=10 -3 4 -5 6 9 -8 -9 -10 24 20 -13 13 -15 -16 17 23 25 -20 -21 26 -23 -24 -25 -26 -27 27 30 29 -31 31 -33 -34 -35 36 -37 38 -39 -40 -41 -42 leaf_value=-0.040337729367342867 0.098567663122106491 0.85281072001303404 0.18153887503797358 0.72205537957965205 0.36043277452566791 0.14020655290135797 0.01857147250420008 0.48306664810180666 0.032850847619344883 -0.046185207292437552 -0.090039018574407534 0.21255237796089865 0.080092034300691214 0.38328010469675067 0.16888196786244711 0.022506783775794199 -0.023645047130921967 -0.064968865007386162 0.26533124021861865 -0.025386754607045373 -0.043109320451135504 0.0049400033400608945 0.55401015571925949 0.027211816125983345 -0.18677112579345703 -0.017295041260183445 -0.025759526563161019 -0.0185462526183055 0.001142730839684138 0.060276540026945227 -0.0094110149658259718 0.10427128621510097 0.16138587338744467 -0.062722507999056862 -0.019180217359379855 -0.006602324942747752 -0.003291091268712824 -0.025280735506865295 -0.018589017116834246 -0.050614304463068638 -0.089712318359915888 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480 12167 3479 3446 298 278 3148 790 2358 413 248 8688 105 51 683 375 1945 8562 6155 1511 926 4644 285 107 4359 2407 585 2304 2219 85 103 126 cat_boundaries=0 4 8 9 10 14 17 18 21 24 28 31 34 38 39 43 47 48 cat_threshold=768 2097232 3257401600 33312 0 0 2621696 32768 1146 1088 0 2097152 1107296256 512 138429465 2286518272 558259200 529 134217728 32768 16777216 4210689 524288 4476928 67108864 16384 0 139264 16400 2148007936 541331456 0 32768 16777216 10747968 537147311 469827612 54528263 1027 2449551398 100663296 40993 8 0 8320 65536 16777216 328 is_linear=0 shrinkage=0.01 Tree=89 num_leaves=35 num_cat=14 split_feature=25 7 10 25 26 24 7 1 1 1 2 25 3 5 25 13 25 24 25 25 13 25 25 24 6 25 12 25 11 0 13 0 26 26 split_gain=145940 86765.9 85296.1 69135.1 159493 35386.6 32635.3 31322.1 18020.4 23869.6 14238.9 12225.2 13223.6 11104 10377.4 6823.96 5565.86 4536.25 9703.92 5759.94 3082.97 1420.18 1042.39 2639.5 1812.75 1506.26 367.277 195.488 181.035 54.7124 48.5191 19.1512 11.7375 0.0328193 threshold=0 162.18600000000004 228.37500000000003 1 2022.5000000000002 2 239.51250000000002 117.39000000000001 31.872000000000003 205.12500000000003 22.196000000000005 3 177.71725000000004 211.12500000000003 4 27.816000000000006 5 6 7 8 65.790000000000006 9 10 11 1.4743540000000002 12 12.540000000000003 13 11.466710000000001 4.1940000000000008 5.5579100000000006 13.704000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 1 2 2 2 2 2 9 2 2 9 2 9 1 9 9 2 9 9 1 2 9 2 9 2 2 2 2 2 2 left_child=1 2 3 4 -1 7 -3 10 14 -10 -5 12 13 15 -7 17 33 19 -19 -2 -17 27 26 25 -25 -24 28 32 -23 30 -29 -31 -18 -13 right_child=11 6 -4 5 -6 8 -8 -9 9 -11 -12 16 -14 -15 -16 20 21 18 -20 -21 -22 22 23 24 -26 -27 -28 29 -30 31 -32 -33 -34 -35 leaf_value=-0.039934349927035248 0.044817002929490188 0.83795435523986816 0.73455872225761409 0.07767505944230671 0.73253174561720624 0.057287234661325945 0.29100168983141583 0.49639909076690675 0.42636795588902071 -0.044974096146496861 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split_gain=174365 69530.5 31698.3 94629.2 155163 91629.6 37042.8 25703.7 58063.9 23820.9 15771.3 11998.2 12802.1 15300.6 17824.7 8200.21 5847.3 5793.05 8291.17 12467.4 5246.31 4830.37 3999.21 2765.93 4030.42 4236.46 2255.98 2208.17 1650.86 1182.84 882.065 545.136 17.6696 threshold=0 272.07425000000006 1 2 2022.5000000000002 181.87500000000003 36.127320000000005 3 25.505000000000003 172.87500000000003 4 5 8.2840000000000025 17.791185000000006 22.320000000000004 6 2022.5000000000002 51.072690000000009 7 8 140.32000000000002 9 10 11 12 16.594211000000005 30.162700000000005 59.752500000000005 17.849000000000004 2.2935000000000003 2022.5000000000002 64.377100000000027 2022.5000000000002 decision_type=9 2 1 9 2 2 2 9 2 2 1 9 2 2 2 9 2 2 9 1 2 1 9 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 10 30 15 11 -5 12 17 14 -14 16 -9 18 29 -20 -19 -17 32 24 25 -24 27 -25 -26 -2 -4 -16 -13 right_child=9 -3 7 5 -6 -7 -8 8 -10 -11 -12 22 13 -15 31 21 -18 20 19 -21 -22 -23 23 26 28 -27 -28 -29 -30 -31 -32 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split_feature=25 4 24 25 26 1 4 26 25 5 1 5 25 8 25 26 25 2 4 24 25 24 8 3 25 18 8 26 25 26 26 split_gain=172184 64163.1 32982.2 91605.2 152075 30297.8 32162.7 28361.4 25746.1 57174.7 25020.3 24585.7 11195.7 15308.1 8169.34 5730.94 4815.13 4937.8 21514.8 4556.27 3583.59 3082.5 2631.42 1760.36 1914.03 2550.34 1590.9 864.512 601.578 17.318 16.4075 threshold=0 272.07425000000006 1 2 2022.5000000000002 31.872000000000003 36.127320000000005 2022.5000000000002 3 25.505000000000003 195.14400000000003 172.87500000000003 4 49.620000000000012 5 2022.5000000000002 6 14.418000000000001 27.535980000000006 7 8 9 149.68000000000004 81.615000000000009 10 27.420000000000005 73.929000000000016 2022.5000000000002 11 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 9 2 2 2 2 9 2 2 2 9 2 9 2 9 2 2 1 9 1 2 2 9 2 2 2 9 2 2 left_child=1 2 3 4 -1 6 7 -5 27 14 -7 12 13 16 15 -10 30 21 -19 -16 29 -18 26 24 28 -26 -15 -4 -22 -14 -2 right_child=11 -3 8 5 -6 10 -8 -9 9 -11 -12 -13 20 22 19 -17 17 18 -20 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26 25 3 26 7 20 25 4 25 2 25 21 8 26 26 2 24 26 26 26 split_gain=168743 62888 32333.9 89782.3 149049 29694.9 31522.7 27797.1 25239.5 44481.2 24522.4 13368.8 22395.9 8831.21 8223.84 7446.5 5887.34 5743.75 5274.18 4871.72 4444.96 3912.73 4560.8 3099.11 2885.98 3456.8 2128.58 1794.86 956.297 956.153 847.308 697.422 587.452 305.558 98.2766 33.0077 threshold=0 272.07425000000006 1 2 2022.5000000000002 31.872000000000003 36.127320000000005 2022.5000000000002 3 11.586400000000001 195.14400000000003 4 16.450000000000003 5 6 7 2022.5000000000002 8 181.87500000000003 2022.5000000000002 42.305000000000007 42.305000000000007 9 11.555000000000001 10 14.462000000000002 11 1.0000000180025095e-35 49.620000000000012 2022.5000000000002 2022.5000000000002 17.8965 12 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 9 2 2 2 2 9 2 2 9 2 1 9 9 2 9 2 2 2 2 9 2 9 2 9 2 2 2 2 2 1 2 2 2 left_child=1 2 3 4 -1 6 7 -5 30 15 -7 12 13 14 29 16 -10 35 21 -16 26 22 32 -17 25 -24 -19 -26 -14 -2 -4 -21 34 -34 -13 -15 right_child=11 -3 8 5 -6 10 -8 -9 9 -11 -12 18 28 17 19 23 -18 20 -20 31 -22 -23 24 -25 27 -27 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 leaf_value=0.077993403401291156 0.012989936705791589 0.55174136489629744 0.14499248504638673 0.11688294064354253 0.8077110230705955 0.58529541566258392 0.39570626470777726 -0.051655567188773843 -0.015252658578216052 0.46863393545150756 0.10755213910883123 -0.022508048343658448 0.16113654450936751 0.058726528577315501 0.043552204173544176 -0.03315734606787616 0.12425938483389716 -0.010313076755312008 0.13715721793796706 0.14599448568966925 0.12670178127288817 0.12531220686435698 -0.0076816402810508414 -0.16205410194396971 -0.01727567582713195 0.038750251566457471 -0.049550951304180288 0.024147789271653824 0.24482158600456186 -0.041044501763123735 0.19368680994851251 0.081196589425206189 -0.063936906667316662 -0.093596873149065909 -0.042334958076477046 0.07138363531657628 leaf_weight=57 66 32 73 222 55 21 27 175 61 20 22 50 22 78 115 277 60 409 23 98 20 20 2572 20 7928 171 214 106 36 65 70 20 68 71 50 28 leaf_count=57 66 32 73 222 55 21 27 175 61 20 22 50 22 78 115 277 60 409 23 98 20 20 2572 20 7928 171 214 106 36 65 70 20 68 71 50 28 internal_value=0 0.113469 0.102357 0.154702 0.400572 0.0885738 0.0650763 0.0425901 0.0467254 0.00775036 0.340869 -0.0106966 0.0213216 0.0115204 0.051148 -0.0141161 0.0498103 -0.00830981 -0.0141031 0.0861724 -0.0197344 -0.0144311 -0.0146848 -0.0404745 -0.0136769 -0.00476966 -0.0247522 -0.0167083 0.213079 -0.0128408 0.157794 0.135012 -0.0571696 -0.0737791 -0.0294741 0.0567191 internal_weight=0 1192 1160 579 112 467 424 397 581 438 43 12230 1171 1113 364 418 121 749 11059 233 643 11036 11016 297 10777 2743 623 8034 58 131 143 118 239 139 100 106 internal_count=13422 1192 1160 579 112 467 424 397 581 438 43 12230 1171 1113 364 418 121 749 11059 233 643 11036 11016 297 10777 2743 623 8034 58 131 143 118 239 139 100 106 cat_boundaries=0 4 5 8 11 15 16 19 22 26 29 32 35 36 cat_threshold=67109632 80 3261726976 139264 2665 67108864 0 1080033536 0 80 524288 134234113 2097152 536936448 16810528 116 16384 0 536870912 67108864 0 2181169152 16384 0 0 16810496 0 540672 16779264 4195344 3360793096 267264 134217728 0 536870912 457 is_linear=0 shrinkage=0.01 Tree=93 num_leaves=28 num_cat=8 split_feature=25 4 25 26 0 5 0 6 6 25 4 4 25 8 25 1 13 0 25 1 8 3 25 18 8 25 26 split_gain=165684 64113.5 40648.9 158738 63579.6 29495.3 25683 17672.1 45191.6 14487.3 13839.2 35076.8 10692.9 14061 4128.64 6959.77 4468.21 4120.34 3471.11 3371.68 2015.94 1697.68 1864.6 2495.88 1562.28 572.62 15.7759 threshold=0 29.353500000000004 1 2022.5000000000002 131.43000000000004 172.87500000000003 235.50000000000003 228.56250000000003 29.757000000000005 2 272.07425000000006 109.45500000000001 3 49.620000000000012 4 52.772000000000013 49.620000000000012 25.011000000000003 5 128.13850000000005 149.68000000000004 81.615000000000009 6 27.420000000000005 73.929000000000016 7 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 9 2 2 9 2 9 2 2 2 9 2 2 2 9 2 2 9 2 left_child=1 2 3 -1 7 12 -6 8 9 -4 11 -3 13 14 15 17 19 -2 26 -16 24 22 25 -24 -15 -20 -14 right_child=5 10 4 -5 6 -7 -8 -9 -10 -11 -12 -13 18 20 16 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27 -28 leaf_value=-0.06779590774465491 0.033607538690169657 0.60465315055847169 0.024922301731524037 0.72255980630715688 0.68285126731509249 0.2640717096817799 0.22991816043853761 -0.24049273967742921 0.47930833759307861 0.12111356889633905 0.54658030331134799 0.06399898052215576 -0.069149171134881809 0.17183725073188544 -0.0028688364499424345 0.21577060222625732 0.12524085874910709 -0.10547954621522322 -0.046785492022832234 -0.10607840657234192 0.22555371657661771 0.073454546814873109 -0.01383613038682417 0.08435368780906384 0.048342841012137275 -0.02237239878520917 -0.076258355534594993 leaf_weight=54 288 20 689 48 21 39 31 20 25 200 32 30 57 20 2914 20 27 23 110 32 23 21 5987 26 21 2575 69 leaf_count=54 288 20 689 48 21 39 31 20 25 200 32 30 57 20 2914 20 27 23 110 32 23 21 5987 26 21 2575 69 internal_value=0 0.113576 0.0942248 0.276981 0.0717819 -0.0104891 0.412833 0.0535625 0.059997 0.0482053 0.38419 0.280261 -0.0113745 0.00379966 0.000967179 0.0339248 -0.00280684 0.0233214 -0.0171374 -0.00398992 0.15062 -0.0163304 -0.0165659 -0.0133893 0.108584 -0.0235425 -0.0676715 internal_weight=0 1170 1088 102 986 12252 52 934 914 889 82 50 12213 3368 3304 331 2973 311 8845 2946 64 8719 8698 6013 41 2685 126 internal_count=13422 1170 1088 102 986 12252 52 934 914 889 82 50 12213 3368 3304 331 2973 311 8845 2946 64 8719 8698 6013 41 2685 126 cat_boundaries=0 4 7 10 14 18 21 25 28 cat_threshold=67109632 80 2187985152 139296 0 0 6291712 67109632 64 2147614720 138429457 2288033800 1610945536 16810496 16385 0 1073807360 33280 0 540672 16384 44304512 67572128 494962740 83203 0 0 16777216 is_linear=0 shrinkage=0.01 Tree=94 num_leaves=28 num_cat=7 split_feature=25 4 25 26 0 5 0 6 6 7 4 4 25 2 4 4 25 6 0 25 6 18 5 25 25 1 26 split_gain=162422 62831.7 39833.5 155579 62308.8 28908.5 25171.9 17322.3 44288.9 26208.4 13563.8 34378.8 10480.9 10524.5 26863.9 4309.12 5334.73 6222.2 3614.15 3401.92 2208.73 1596.99 1322.96 1316.18 902.302 270.738 15.4619 threshold=0 29.353500000000004 1 2022.5000000000002 131.43000000000004 172.87500000000003 235.50000000000003 228.56250000000003 29.757000000000005 25.505000000000003 272.07425000000006 109.45500000000001 2 14.418000000000001 27.535980000000006 166.68000000000004 3 26.251000000000001 20.130000000000006 4 2.6475000000000004 30.162700000000005 65.112000000000009 5 6 26.134500000000006 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 9 2 2 2 9 9 2 2 left_child=1 2 3 -1 7 12 -6 8 9 -4 11 -3 13 15 18 16 17 -2 20 26 -15 23 -18 25 -25 -21 -14 right_child=5 10 4 -5 6 -7 -8 -9 -10 -11 -12 -13 19 14 -16 -17 22 -19 -20 21 -22 -23 -24 24 -26 -27 -28 leaf_value=-0.067117946059615519 0.032068954471413419 0.59860664653778073 0.035202387557122239 0.71533424695332837 0.67602276665823791 0.26143098562191691 0.2276189750240695 -0.2380878119468689 0.47451525421142576 0.28288404930962457 0.54111448913812643 0.063358984947204586 -0.068457679623051701 -0.003579900544265221 0.35397368478363961 -0.13171038856506348 -0.0076165684515582446 -0.096404581248760238 0.14268254555761814 -0.02208443450359451 0.096511961313394401 0.057898193351153669 0.074052598476409909 -0.017754671977926108 -0.0098362975952538054 -0.058130173910231821 -0.07549577215443487 leaf_weight=54 655 20 844 48 21 39 31 20 25 45 32 30 57 145 29 25 2404 40 24 2689 26 29 20 2918 3062 21 69 leaf_count=54 655 20 844 48 21 39 31 20 25 45 32 30 57 145 29 25 2404 40 24 2689 26 29 20 2918 3062 21 69 internal_value=0 0.112453 0.093296 0.274211 0.0710787 -0.0103848 0.408705 0.0530425 0.059413 0.0477397 0.380348 0.277458 -0.0112613 0.00376166 0.0699993 -0.000945597 0.000102534 0.0243248 0.0277672 -0.0169668 0.0116387 -0.0161679 -0.00691421 -0.0164337 -0.0137233 -0.0222815 -0.0669948 internal_weight=0 1170 1088 102 986 12252 52 934 914 889 82 50 12213 3368 224 3144 3119 695 195 8845 171 8719 2424 8690 5980 2710 126 internal_count=13422 1170 1088 102 986 12252 52 934 914 889 82 50 12213 3368 224 3144 3119 695 195 8845 171 8719 2424 8690 5980 2710 126 cat_boundaries=0 4 7 11 15 18 22 26 cat_threshold=67109632 80 2187985152 139296 0 0 6291712 138429457 2288033800 1610945536 16810496 134234113 2097152 1073807360 33280 0 540672 16384 44304514 67572128 494929972 83203 1342341188 293602310 41153 8394908 is_linear=0 shrinkage=0.01 Tree=95 num_leaves=23 num_cat=9 split_feature=10 25 24 4 1 5 3 25 0 8 8 24 1 4 25 24 25 25 25 5 5 3 split_gain=270789 138083 51784.6 89995.2 49131.9 34736.6 34190.2 26569.4 25090.9 24108.8 21156.4 17042.7 12271.1 9944.91 9312.17 8925.21 18349.6 6777.97 3442.07 2902.55 2025.6 21.923 threshold=279.07800000000003 0 1 230.65000000000003 31.872000000000003 172.87500000000003 2.2169500000000002 2 32.559500000000007 234.55500000000004 37.82800000000001 3 217.36500000000004 37.82800000000001 4 5 6 7 8 242.42064000000002 48.477070000000005 109.45500000000001 decision_type=2 9 1 2 2 2 2 9 2 2 2 1 2 2 9 1 9 9 9 2 2 2 left_child=1 2 3 6 7 9 8 -4 11 14 13 -1 -6 -9 15 16 -3 -17 -16 -7 -20 -8 right_child=-2 5 4 -5 12 19 21 10 -10 -11 -12 -13 -14 -15 18 17 -18 -19 20 -21 -22 -23 leaf_value=0.32873921687188357 1.1365340904962449 0.094634329845656215 0.1345496705657277 0.86670995044708254 0.44871445247105196 0.36747786307334901 -0.090071355700492864 -0.012724953097061308 -0.093425781329472865 0.32823473884945825 0.30833371543884275 0.12820173461672288 0.17055221952241043 -0.22217341383298236 -0.06396310172049828 -0.059107682399260696 0.0049609996441141091 -0.0050268462275989915 -0.016033042801723643 0.19914950711386545 0.066284939924875899 -0.075895274162292484 leaf_weight=128 21 258 169 20 35 20 24 409 24 21 20 132 29 24 143 263 1564 1576 8350 21 30 20 leaf_count=128 21 258 169 20 35 20 24 409 24 21 20 132 29 24 143 263 1564 1576 8350 21 30 20 internal_value=0 8.74239e-05 0.110487 0.20945 0.0579963 -0.00931686 0.175759 0.0316952 0.215945 -0.0103006 -0.00943843 0.244503 0.322672 -0.0243341 -0.0108841 0.00246844 0.0181062 -0.0130389 -0.016603 0.281261 -0.0157196 -0.0836277 internal_weight=0 13280 1034 348 686 12246 328 622 284 12205 453 260 64 433 12184 3661 1822 1839 8523 41 8380 44 internal_count=13301 13280 1034 348 686 12246 328 622 284 12205 453 260 64 433 12184 3661 1822 1839 8523 41 8380 44 cat_boundaries=0 4 5 9 10 14 15 18 22 26 cat_threshold=768 2113616 1107820800 139296 1632 0 64 1107820544 8192 576 205538329 2153294336 556078080 16777728 3095 67125249 32768 18874368 67125249 32768 18874368 512 0 0 2147500032 32768 is_linear=0 shrinkage=0.01 Tree=96 num_leaves=21 num_cat=8 split_feature=10 25 7 25 5 24 0 26 9 3 25 24 26 25 7 25 5 25 26 26 split_gain=265398 135465 80092.2 64003.8 34045.4 26865.9 29423.8 18874.8 18462 10344.1 10834.8 13440.2 7356.44 6474.75 3525.73 3190.21 2844.79 2704.33 1814.08 131.694 threshold=279.07800000000003 0 36.89500000000001 1 172.87500000000003 2 181.87500000000003 2022.5000000000002 27.015000000000004 177.71725000000004 3 4 2022.5000000000002 5 239.51250000000002 6 242.42064000000002 7 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 9 2 1 2 2 2 2 9 1 2 9 2 9 2 9 2 2 left_child=1 2 3 7 9 19 8 -1 -7 10 11 12 -3 18 -4 -15 -6 -13 -12 -5 right_child=-2 4 14 5 16 6 -8 -9 -10 -11 13 17 -14 15 -16 -17 -18 -19 -20 -21 leaf_value=0.20552002072334291 1.1251687513078961 0.022585364617023273 0.56629068966569573 -0.065497608426688364 0.36380309271812439 0.077619181285375982 0.36523235511779789 0.45690963881356378 -0.21052119566046673 0.15453399532719664 -0.05055774825650293 0.0057188641973831113 0.097896476813361166 -0.021612699010751017 0.40049887387648875 -0.0093570312787975372 0.19715801216307141 -0.043158163723760641 -0.12266922820698131 -0.085333621245164137 leaf_weight=64 21 291 29 69 20 670 35 56 23 38 74 223 234 2899 23 8158 21 222 66 65 leaf_count=64 21 291 29 69 20 670 35 56 23 38 74 223 234 2899 23 8158 21 222 66 65 internal_value=0 9.07888e-05 0.109439 0.0902446 -0.00922393 0.0572018 0.0812276 0.298002 0.0680561 -0.0101979 -0.0107123 0.0212244 0.055103 -0.0134859 0.49296 -0.0125869 0.278448 -0.0190774 -0.0789163 -0.0699029 internal_weight=0 13280 1034 982 12246 862 728 120 693 12205 12167 970 525 11197 52 11057 41 445 140 134 internal_count=13301 13280 1034 982 12246 862 728 120 693 12205 12167 970 525 11197 52 11057 41 445 140 134 cat_boundaries=0 4 8 9 13 14 18 22 25 cat_threshold=768 2113616 1107820800 139296 256 16384 524544 131072 640 201342985 557056 4259840 16777728 2103 0 0 2147500032 32768 1109821506 343937453 201337013 67840 67108873 524288 4194304 is_linear=0 shrinkage=0.01 Tree=97 num_leaves=27 num_cat=9 split_feature=10 25 24 4 1 3 5 25 24 8 8 26 4 25 24 25 26 25 26 25 5 26 5 26 1 3 split_gain=260117 132770 50872 87998.5 48031.5 33543.9 33368.1 26079.4 24899.4 23603.6 20610.7 12121.3 9803.01 8994.62 8676.83 17871.8 7310.61 6673.66 3734.42 3298.52 2788.18 2396.34 1984.55 1013.55 131.12 18.4082 threshold=279.07800000000003 0 1 230.65000000000003 31.872000000000003 2.2169500000000002 172.87500000000003 2 3 234.55500000000004 37.82800000000001 2022.5000000000002 37.82800000000001 4 5 6 2022.5000000000002 7 2022.5000000000002 8 242.42064000000002 2022.5000000000002 48.477070000000005 2022.5000000000002 195.14400000000003 109.45500000000001 decision_type=2 9 1 2 2 2 2 9 1 2 2 2 2 9 1 9 2 9 2 9 2 2 2 2 2 2 left_child=1 2 3 5 7 8 9 23 18 13 12 -6 -9 14 15 -3 -10 -16 -1 21 -8 -15 -21 -4 -13 -7 right_child=-2 6 4 -5 11 25 20 10 16 -11 -12 24 -14 19 17 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 leaf_value=0.27871682198842368 1.1139170365106492 0.093392745701234736 0.16274199627257965 0.85630239772796635 0.5017778977103855 -0.089768118858337409 0.36016506648063662 -0.013575000486047459 0.17236403262778507 0.32487328302292595 0.30324890756607054 0.19750659000305903 -0.22152380903561908 -0.029140339207339598 -0.058552773435473882 0.0048947292799189253 0.029846754745698312 -0.0048917237948684997 0.38227587086879289 -0.015739548171614437 0.19518643583570205 -0.11125586213487568 0.065740170160929368 0.11361759595381908 0.23328337645530703 -0.076778035163879391 leaf_weight=75 21 258 91 20 23 24 20 409 73 21 20 21 24 77 263 1564 71 1576 65 8350 21 66 30 78 20 20 leaf_count=75 21 258 91 20 23 24 20 409 73 21 20 21 24 77 263 1564 71 1576 65 8350 21 66 30 78 20 20 internal_value=0 8.93661e-05 0.108344 0.206395 0.0563536 0.173059 -0.00913224 0.0303343 0.212864 -0.0100964 -0.0103753 0.318034 -0.025101 -0.0106738 0.00244903 0.0178677 0.0954655 -0.0128411 0.305011 -0.0162944 0.275664 -0.0626581 -0.0154294 0.132244 0.214959 -0.0838635 internal_weight=0 13280 1034 348 686 328 12246 622 284 12205 453 64 433 12184 3661 1822 144 1839 140 8523 41 143 8380 169 41 44 internal_count=13301 13280 1034 348 686 328 12246 622 284 12205 453 64 433 12184 3661 1822 144 1839 140 8523 41 143 8380 169 41 44 cat_boundaries=0 4 5 9 10 14 15 18 22 26 cat_threshold=768 2113616 1107820800 139296 1632 0 64 1107820544 8192 576 205538329 2153294336 556078080 16777728 3095 67125249 32768 18874368 67125249 32768 18874368 512 0 0 2147500032 32768 is_linear=0 shrinkage=0.01 Tree=98 num_leaves=20 num_cat=7 split_feature=10 25 7 25 5 24 0 8 26 9 25 24 25 25 7 7 4 5 26 split_gain=254941 130127 78243.9 62756.1 32704 26587.6 28695.1 23133.9 18495.1 18161.5 8816.53 8509.08 19333.1 7253.05 3730.78 3438.05 2972.88 2732.7 133.903 threshold=279.07800000000003 0 36.89500000000001 1 172.87500000000003 2 181.87500000000003 234.55500000000004 2022.5000000000002 27.015000000000004 3 4 5 6 121.37500000000001 239.51250000000002 117.39000000000001 242.42064000000002 2022.5000000000002 decision_type=2 9 2 9 2 1 2 2 2 2 9 1 9 9 2 2 2 2 2 left_child=1 2 3 8 7 18 9 10 -1 -7 11 12 -3 -13 16 -4 -12 -6 -5 right_child=-2 4 15 5 17 6 -8 -9 -10 -11 14 13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.20233130872249605 1.1027778952462333 0.093601601845781576 0.55873556992103313 -0.06634822057641071 0.35656341123580931 0.075962428017338712 0.35995118331909182 0.32162456421625046 0.45118009260722569 -0.20982336935789689 -0.016116570276919092 -0.067245940786820876 0.0037440291354349014 -0.0054698543485828836 -0.15256926608085633 0.39501820740492449 0.10594668853282929 0.19323457195645286 -0.08634992746206431 leaf_weight=64 21 274 29 69 20 670 35 21 56 23 8483 206 1548 1633 20 23 20 21 65 leaf_count=64 21 274 29 69 20 670 35 21 56 23 8483 206 1548 1633 20 23 20 21 65 internal_value=0 8.87348e-05 0.107261 0.0882808 -0.00904064 0.0555922 0.0794948 -0.00999519 0.293964 0.0664775 -0.0105668 0.00242549 0.0176944 -0.0127161 -0.0161314 0.486322 -0.0158295 0.272907 -0.0707693 internal_weight=0 13280 1034 982 12246 862 728 12205 120 693 12184 3661 1822 1839 8523 52 8503 41 134 internal_count=13301 13280 1034 982 12246 862 728 12205 120 693 12184 3661 1822 1839 8523 52 8503 41 134 cat_boundaries=0 4 8 9 13 14 18 22 cat_threshold=768 2113616 1107820800 139296 256 16384 524544 131072 640 205538329 2153294336 556078080 16777728 3095 67125249 32768 18874368 512 67125248 32768 18875392 512 is_linear=0 shrinkage=0.01 Tree=99 num_leaves=19 num_cat=7 split_feature=10 25 7 25 24 8 26 2 8 19 25 3 13 7 24 25 25 26 split_gain=249867 127537 76686.9 61507.3 26058.5 22544 18127.1 12823.5 19063.5 10530.9 8688.12 14996.7 10604 3369.63 3367.94 11082.4 4090.57 131.239 threshold=279.07800000000003 0 36.89500000000001 1 2 234.55500000000004 2022.5000000000002 243.26250000000002 176.53925000000004 54.201000000000008 3 177.71725000000004 97.70750000000001 239.51250000000002 4 5 6 2022.5000000000002 decision_type=2 9 2 9 1 2 2 2 2 2 9 2 2 2 1 9 9 2 left_child=1 2 3 6 17 9 -1 8 -6 10 11 12 -3 -4 16 -16 -12 -5 right_child=-2 5 13 4 7 -7 -8 -9 -10 -11 14 -13 -14 -15 15 -17 -18 -19 leaf_value=0.20030798681080342 1.0917501149858746 0.00015088076686528508 0.55314822854666879 -0.065684738539267276 0.063654653871597328 0.31840831711178735 0.44666829296520782 0.32949244332313543 0.36951970509120396 0.20425637188165083 -0.02827682781925573 0.22982327625669283 0.23107481027394536 0.39106802927411127 -0.11155267081609588 -0.015639873524409691 0.022309677434413092 -0.085486429361196659 leaf_weight=64 21 3467 29 69 687 21 56 20 21 23 229 29 20 23 113 7869 475 65 leaf_count=64 21 3467 29 69 687 21 56 20 21 23 229 29 20 23 113 7869 475 65 internal_value=0 8.80331e-05 0.106188 0.0873979 0.0550363 -0.00895003 0.291024 0.0786999 0.0727269 -0.00951968 -0.00992264 0.00334926 0.00147537 0.481459 -0.0152812 -0.0171356 0.00568912 -0.0700616 internal_weight=0 13280 1034 982 862 12246 120 728 708 12225 12202 3516 3487 52 8686 7982 704 134 internal_count=13301 13280 1034 982 862 12246 120 728 708 12225 12202 3516 3487 52 8686 7982 704 134 cat_boundaries=0 4 8 9 13 14 18 22 cat_threshold=768 2113616 1107820800 139296 256 16384 524544 131072 640 205538329 2149165568 2701464576 16777728 1 0 128 2246656 32768 51908608 1 20 8388610 is_linear=0 shrinkage=0.01 Tree=100 num_leaves=28 num_cat=14 split_feature=8 25 24 26 25 24 1 5 14 11 5 25 24 2 24 25 24 24 26 25 24 2 5 25 25 2 26 split_gain=237118 179065 279337 62126.9 45593.9 34020.6 22792.9 69108.3 21111.9 17498.9 16828.4 28695.5 17980.4 15696.8 12305.6 10040.5 9185.96 8511.94 7213.41 5817.07 11858.5 5637.49 5538.99 4426.06 3447.22 2523.58 970.884 threshold=341.27040000000005 0 1 2022.5000000000002 2 3 21.947000000000003 25.505000000000003 7.2150000000000007 5.4017350000000004 7.2080000000000002 4 5 47.321700000000014 6 7 8 9 2022.5000000000002 10 11 169.68000000000004 97.70750000000001 12 13 106.24644000000002 2022.5000000000002 decision_type=2 9 1 2 9 1 2 2 2 2 2 9 1 2 1 9 1 1 2 9 1 2 2 9 9 2 2 left_child=1 2 3 -1 5 10 13 9 19 16 11 14 -13 15 -3 17 -8 -6 25 20 -7 -20 -12 -21 -17 -15 -4 right_child=-2 4 26 -5 6 8 7 -9 -10 -11 22 12 -14 18 -16 24 -18 -19 21 23 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.47670444632476233 1.0636112431117466 0.10824444110576924 -0.010493559355687614 0.97610965142858785 0.013771553705963824 0.1001175014247065 0.074198651711146035 0.60008568121039352 0.31864101481437684 0.316557275056839 0.41497161158919332 0.28119385495916144 0.069429646925492722 0.068932223961903502 -0.015451260870153255 -0.0019111592932111036 -0.038729495840180206 -0.078317305166404561 0.10735011790479933 0.0022067350569893334 -0.042348352572957028 0.302937433719635 0.19865022166021937 -0.070005998065074279 -0.015699537351652602 -0.076590691263025465 0.033793921085319138 leaf_weight=53 21 120 99 47 134 105 116 23 20 20 20 101 100 26 210 2322 159 419 56 160 112 20 29 182 8497 22 99 leaf_count=53 21 120 99 47 134 105 116 23 20 20 20 101 100 26 210 2322 159 419 56 160 112 20 29 182 8497 22 99 internal_value=0 0.000163686 0.238472 0.64675 -0.00549002 0.0540944 -0.0113763 0.0721285 -0.00058773 0.0309657 0.107767 0.0932623 0.184122 -0.0136961 0.0313897 -0.0149163 0.0101954 -0.0561546 0.0982064 -0.0120197 0.0279604 0.15882 0.286945 -0.0371193 -0.0127447 0.00223422 0.0110901 internal_weight=0 13271 298 100 12973 1159 11814 318 579 295 580 531 201 11496 330 11372 275 553 124 559 217 76 49 342 10819 48 198 internal_count=13292 13271 298 100 12973 1159 11814 318 579 295 580 531 201 11496 330 11372 275 553 124 559 217 76 49 342 10819 48 198 cat_boundaries=0 3 4 8 9 12 13 14 18 19 20 23 24 25 29 cat_threshold=67108864 16448 2097408 2594 134234113 98320 2164932608 164352 1237 134234113 65536 16777216 1216 17 768 524288 1077936128 8224 2325 832 16384 65552 2164391936 2082 134217728 2151679000 3359778952 33889280 16777216 is_linear=0 shrinkage=0.01 Tree=101 num_leaves=22 num_cat=7 split_feature=8 25 24 26 25 24 0 0 0 14 2 4 25 24 24 10 1 0 0 2 26 split_gain=232398 175497 273778 60890.6 44738.2 33391.4 24433.5 25268.5 23185.2 20692 18485.1 15491.7 14530.8 26623.1 17787.3 11180.6 14069.1 9114.52 3546.14 3062.62 951.563 threshold=341.27040000000005 0 1 2022.5000000000002 2 3 172.87500000000003 232.87500000000003 109.32500000000002 7.2150000000000007 47.321700000000014 166.68000000000004 4 5 6 206.27675000000002 195.14400000000003 125.83150000000002 2.0785010000000006 69.535000000000011 2022.5000000000002 decision_type=2 9 1 2 9 1 2 2 2 2 2 2 9 1 1 2 2 2 2 2 2 left_child=1 2 3 -1 5 8 10 -8 12 11 15 17 14 -14 -3 16 -6 -7 19 -12 -4 right_child=-2 4 20 -5 6 9 7 -9 -10 -11 18 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.47193738874399438 1.0529751487005325 0.14439722469449043 -0.01038862199494333 0.96634856208207764 -0.01371640483738153 -0.03248749989810891 0.47249261163529893 0.026073397994041445 0.44316282558441161 0.31545459628105166 0.1536889006495476 0.24223226339920709 0.25909466834031336 0.04023911257435505 -0.00905896284984886 -0.2387953502481634 0.19960416232385941 0.15283935921532768 0.22808892369270325 0.044554997980594639 0.033455983556882299 leaf_weight=53 21 110 99 47 11576 508 21 32 20 20 40 23 119 123 208 22 31 28 20 72 99 leaf_count=53 21 110 99 47 11576 508 21 32 20 20 40 23 119 123 208 22 31 28 20 72 99 internal_value=0 0.000164963 0.236087 0.640282 -0.00543214 0.0535906 -0.0112629 0.202956 0.106765 -0.000583555 -0.0122379 -0.0119013 0.0966568 0.153869 0.0468074 -0.0135736 -0.0131467 -0.0228062 0.105434 0.0835314 0.0109792 internal_weight=0 13271 298 100 12973 1159 11814 53 580 579 11761 559 560 242 318 11629 11607 536 132 112 198 internal_count=13292 13271 298 100 12973 1159 11814 53 580 579 11761 559 560 242 318 11629 11607 536 132 112 198 cat_boundaries=0 3 4 8 9 12 13 14 cat_threshold=67108864 16448 2097408 2594 134234113 98320 2164932608 164352 1237 134234112 65536 2164391936 1156 17 is_linear=0 shrinkage=0.01 Tree=102 num_leaves=26 num_cat=9 split_feature=25 4 24 5 0 0 25 24 5 0 0 6 2 3 25 26 25 9 2 25 5 24 25 26 26 split_gain=197657 240168 148200 57528.7 33632.3 38801.1 31224.5 25352.7 19161.7 17258.4 17112.1 14154.6 13209.9 9472.48 9353.52 7009.52 6625.07 11935 6495.11 6472.39 5292.37 4577.23 3528.62 1448.3 13.4265 threshold=0 29.353500000000004 1 172.87500000000003 172.87500000000003 220.33000000000001 2 3 228.56250000000003 333.3454000000001 93.825000000000017 14.3635 47.321700000000014 2.6475000000000004 4 2022.5000000000002 5 15.587750000000002 230.65000000000003 6 333.3454000000001 7 8 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 2 2 9 1 2 2 2 2 2 2 9 2 9 2 2 9 2 1 9 2 2 left_child=1 2 15 4 6 -6 7 11 -5 -7 24 19 16 18 23 -1 17 -8 -14 -2 -10 -16 -18 -9 -4 right_child=3 -3 10 8 5 9 12 14 20 -11 -12 -13 13 -15 21 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.40894071242388558 0.021533718231396798 1.080385140757407 -0.028768310835867218 0.49350614724335851 0.52634587650299081 -0.11479875046631385 -0.057595404682327829 -0.040254866784079031 0.26375144243240356 0.25662952423095703 0.27586975049972534 0.36347879608472189 0.014838564964857968 0.28873353374004362 -0.021311691417331583 0.57393771419158346 -0.0016251631804636002 0.15786255041758218 0.21447916364669803 0.12236556998677127 0.03369998073577881 0.039942711598129683 -0.014804976457954207 -0.11064466983079911 -0.034030939328043089 leaf_weight=51 107 31 99 27 25 29 538 57 20 22 20 21 88 20 161 52 2707 27 20 253 20 455 8287 60 95 leaf_count=51 107 31 99 27 25 29 538 57 20 22 20 21 88 20 161 52 2707 27 20 253 20 455 8287 60 95 internal_value=0 0.233601 0.158161 -0.00459525 -0.00611949 0.203623 -0.00736473 0.0429987 0.287667 0.0454252 -0.0025161 0.108273 -0.0121917 0.0888285 0.00806979 0.448679 -0.0133209 -0.0464766 0.051809 0.0963933 0.148726 0.0238483 -0.0115642 -0.0703402 -0.0313454 internal_weight=0 348 317 12944 12877 76 12801 1114 67 51 214 381 11687 128 733 103 11559 565 108 360 40 616 10994 117 194 internal_count=13292 348 317 12944 12877 76 12801 1114 67 51 214 381 11687 128 733 103 11559 565 108 360 40 616 10994 117 194 cat_boundaries=0 3 4 8 9 13 17 21 22 26 cat_threshold=0 16464 2097408 1584 201342977 98304 2165112832 164352 2196 67108864 32768 524288 32768 512 524800 1073741824 8224 67108864 65536 2147745792 512 768 4195608 2288134280 541088768 16777216 is_linear=0 shrinkage=0.01 Tree=103 num_leaves=23 num_cat=7 split_feature=8 25 24 26 25 24 0 0 0 2 25 3 24 25 10 10 1 3 2 26 26 26 split_gain=226627 169798 267653 59396.2 42723.8 32579.4 23510.7 24381.8 22387.6 17784.3 14228.2 27454 25996.2 13515 15577.7 10977.3 13753.7 8039.95 7149.2 3943.07 2999.72 909.654 threshold=341.27040000000005 0 1 2022.5000000000002 2 3 172.87500000000003 232.87500000000003 109.32500000000002 47.321700000000014 4 11.555000000000001 5 6 14.436750000000002 206.27675000000002 195.14400000000003 2.6475000000000004 238.08750000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 9 1 2 2 2 2 9 2 1 9 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 8 9 -8 10 15 11 -3 -12 14 19 16 -6 18 -11 -7 -15 -4 right_child=-2 4 21 -5 6 13 7 -9 -10 17 12 -13 -14 20 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.46549506952177799 1.0398086865743001 0.017650336295263164 -0.011222983755246559 0.95380165706289577 -0.013456541966040616 -0.01067222185881741 0.46385049910772419 0.025333426371216775 0.43540550804138184 0.033182830784631814 0.25544069327125252 0.34040211134943471 0.039294487766753462 -0.02399513612359257 0.31081206142902373 -0.23648103594779968 0.19745934340261645 0.28809964668750765 0.24178982281684874 0.059582851002742715 -0.094855823516845711 0.031645241530254636 leaf_weight=53 21 289 99 47 11576 166 21 32 20 92 119 29 123 118 20 22 31 20 20 154 121 99 leaf_count=53 21 289 99 47 11576 166 21 32 20 92 119 29 123 118 20 22 31 20 20 154 121 99 internal_value=0 0.0001537 0.232213 0.631817 -0.00535177 0.0523269 -0.0110497 0.199085 0.104845 -0.0120061 0.0949118 0.0456482 0.1515 -0.00116905 0.0389155 -0.0133162 -0.0128932 0.103414 0.0704341 0.023138 -0.0574658 0.00972021 internal_weight=0 13271 298 100 12973 1159 11814 53 580 11761 560 318 242 579 340 11629 11607 132 112 320 239 198 internal_count=13292 13271 298 100 12973 1159 11814 53 580 11761 560 318 242 579 340 11629 11607 132 112 320 239 198 cat_boundaries=0 3 4 8 9 12 13 16 cat_threshold=67108864 16448 2097408 2594 134234113 98320 2164932608 164352 1237 134234112 65536 2164391936 1156 134234112 65536 2164391936 is_linear=0 shrinkage=0.01 Tree=104 num_leaves=21 num_cat=8 split_feature=8 25 24 25 24 0 0 0 14 2 25 3 24 10 1 3 25 2 0 24 split_gain=222116 166416 262327 41907.3 31961.5 23042.8 23896.6 21935.3 20062.4 17430.4 13978.1 26907.7 25519.1 10758.9 13480 7879.96 7452.12 7006.93 5238.4 2839.48 threshold=341.27040000000005 0 1 2 3 172.87500000000003 232.87500000000003 109.32500000000002 7.2150000000000007 47.321700000000014 4 11.555000000000001 5 206.27675000000002 195.14400000000003 2.6475000000000004 6 238.08750000000003 12.195500000000001 7 decision_type=2 9 1 9 1 2 2 2 2 2 9 2 1 2 2 2 9 2 2 1 left_child=1 2 -1 4 7 9 -7 10 16 13 11 -3 -12 14 -5 17 18 -11 -6 -18 right_child=-2 3 -4 5 8 6 -8 -9 -10 15 12 -13 -14 -15 -16 -17 19 -19 -20 -21 leaf_value=0.62549924336339946 1.0294106111072359 0.017473832290477817 0.0096230025589466098 -0.01332197651382743 0.0061726299173211398 0.45921200865790957 0.025080095604062082 0.43105145215988161 0.31002477252483368 0.032851003538007323 0.25308430860208914 0.33699810011633508 0.038931087479555516 -0.23411622827703302 0.19548475265502929 0.28521865570545196 -0.015830782560201793 0.23937193894386291 0.14094638563692571 -0.089094952316284171 leaf_weight=100 21 289 198 11576 292 21 32 20 20 92 119 29 123 22 31 20 120 20 32 115 leaf_count=100 21 289 198 11576 292 21 32 20 20 92 119 29 123 22 31 20 120 20 32 115 internal_value=0 0.000154384 0.229891 -0.00529598 0.0518289 -0.0109392 0.197095 0.103847 -0.00115736 -0.011886 0.0940153 0.0451917 0.150102 -0.0131831 -0.0127643 0.10238 -0.0123116 0.0697297 0.0189003 -0.0538566 internal_weight=0 13271 298 12973 1159 11814 53 580 579 11761 560 318 242 11629 11607 132 559 112 324 235 internal_count=13292 13271 298 12973 1159 11814 53 580 579 11761 560 318 242 11629 11607 132 559 112 324 235 cat_boundaries=0 3 4 8 9 12 13 16 17 cat_threshold=67108864 16448 2097408 2594 134234113 98320 2164932608 164352 1237 134234112 65536 2164391936 1156 134234112 65536 2164391936 2088 is_linear=0 shrinkage=0.01 Tree=105 num_leaves=22 num_cat=8 split_feature=25 25 7 7 10 24 25 5 25 8 8 10 5 15 25 0 25 25 8 8 8 split_gain=169580 61733.5 35084.8 27844.2 27359.2 20944.7 35727.8 29151.2 19961.7 16102.8 8033.09 6518.64 5504.71 5102.52 4184.94 4009.18 3575.59 2188.13 1762.63 1841.01 1467.23 threshold=0 1 174.00000000000003 263.93200000000007 42.305000000000007 2 3 114.42500000000001 4 2.1690000000000005 46.655499999999996 149.68000000000004 7.2080000000000002 109.45500000000001 5 6.3720000000000008 6 7 149.68000000000004 58.223000000000006 86.532000000000025 decision_type=9 9 2 2 2 1 9 2 9 2 2 2 2 2 9 2 9 9 2 2 2 left_child=15 2 4 -4 5 6 12 8 -7 -8 11 13 -2 14 17 -1 -16 -3 19 -12 -21 right_child=1 10 3 -5 -6 7 9 -9 -10 -11 18 -13 -14 -15 16 -17 -18 -19 -20 20 -22 leaf_value=0.28480156601485562 -0.047522121849439006 -0.059829046952573565 0.61153557443618778 0.083859860658645632 0.30594054663181303 0.075475858549971686 0.17603523748097313 0.3162852400733579 -0.023249197016957726 -0.092800806189576784 0.13512547970749439 -0.18382484165104951 0.12902542820572854 0.14806189310550688 -0.015464360145659106 0.43417021894454955 -0.0026476237749509576 -0.02051424973196184 0.15510015316009523 -0.043647472560405735 0.073465144426926324 leaf_weight=177 151 148 20 20 40 276 311 31 712 24 20 22 20 20 3998 20 4796 2434 25 20 23 leaf_count=177 151 148 20 20 40 276 311 31 712 24 20 22 20 20 3998 20 4796 2434 25 20 23 internal_value=0 -0.0029957 0.0549071 0.347698 0.0477745 0.0410029 0.0928768 0.0141934 0.00485848 0.152231 -0.0111134 -0.0118566 -0.0253886 -0.0115246 -0.0118052 0.285475 -0.00848542 -0.0229899 0.0840541 0.0558612 0.0189942 internal_weight=0 13111 1605 40 1565 1525 506 1019 988 335 11506 11418 171 11396 11376 197 8794 2582 88 63 43 internal_count=13308 13111 1605 40 1565 1525 506 1019 988 335 11506 11418 171 11396 11376 197 8794 2582 88 63 43 cat_boundaries=0 3 7 8 11 15 19 23 26 cat_threshold=0 16448 256 201343745 16 3238543360 172064 3140 134234112 0 17301504 134234112 0 524288 32800 296028226 469767460 239542484 66561 1645383844 58982403 268468777 23502 0 0 38207488 is_linear=0 shrinkage=0.01 Tree=106 num_leaves=31 num_cat=12 split_feature=25 25 24 4 25 1 5 25 24 4 0 2 25 8 5 5 25 0 26 24 25 25 25 26 1 8 8 8 26 26 split_gain=166206 60512.6 32050.3 46993.8 39373.3 49953.2 27330.5 20826 16377.1 12880.6 10998.9 12302.3 8952.35 7873.37 4765.01 4023.85 4008.82 3929.4 11901.9 3224.09 13764.3 6482.89 2302.06 3766.34 3287.96 1727.56 1804.38 1438.03 763.227 20.1461 threshold=0 1 2 156.16500000000005 3 26.134500000000006 176.53925000000004 4 5 11.555000000000001 206.27675000000002 169.68000000000004 6 46.655499999999996 7.2080000000000002 205.12500000000003 7 6.3720000000000008 2022.5000000000002 8 9 10 11 2022.5000000000002 69.535000000000011 149.68000000000004 58.223000000000006 86.532000000000025 2022.5000000000002 2022.5000000000002 decision_type=9 9 1 2 9 2 2 9 1 2 2 2 9 2 2 2 9 2 2 1 9 9 9 2 2 2 2 2 2 2 left_child=17 2 3 4 14 9 7 8 28 -6 11 -9 -10 15 29 16 19 18 -1 20 -3 -21 23 -18 -24 26 -15 -28 -4 -2 right_child=1 13 6 -5 5 -7 -8 10 12 -11 -12 -13 -14 25 -16 -17 22 -19 -20 21 -22 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.20223669783099665 -0.044670966496834393 0.099711809865359616 -0.014328779465747329 0.58261047510873698 0.14368708049971921 0.56030450919578823 0.33046524482113976 -0.023153183792375957 0.057779608242252332 -0.11252359776269823 -0.23635739906974462 0.19510167735594292 0.18233037170181926 0.13377422782778742 0.11613004007935525 -0.13600110072356006 -0.0089298422374422589 0.42982850646972659 0.36630512090616452 -0.073088843615158744 -0.0015825515542788188 -0.0067281921635410601 -0.015337228426163021 -0.12060794994748872 0.10709623185071079 0.15354913578033447 -0.043210998147726061 0.072730493752852732 -0.068794427299499514 -0.052006425725089178 leaf_weight=91 78 135 53 21 299 29 28 594 183 21 23 27 107 20 20 26 63 20 86 151 1795 1806 7362 58 22 25 20 23 50 72 leaf_count=91 78 135 53 21 299 29 28 594 183 21 23 27 107 20 20 26 63 20 86 151 1795 1806 7362 58 22 25 20 23 50 72 internal_value=0 -0.0029661 0.0543613 0.116685 0.100081 0.158352 0.0219689 0.013851 0.070186 0.126873 -0.0212866 -0.0136638 0.10828 -0.0110031 -0.0272567 -0.0117389 -0.0114553 0.28262 0.281954 -0.00317783 0.00598026 -0.0121941 -0.0157172 -0.0576934 -0.0149522 0.0832136 0.0553026 0.0188042 -0.0371606 -0.048192 internal_weight=0 13111 1605 540 519 349 1065 1037 393 320 644 621 290 11506 170 11418 11392 197 177 3887 1930 1957 7505 121 7384 88 63 43 103 150 internal_count=13308 13111 1605 540 519 349 1065 1037 393 320 644 621 290 11506 170 11418 11392 197 177 3887 1930 1957 7505 121 7384 88 63 43 103 150 cat_boundaries=0 3 7 8 11 15 16 17 21 22 25 28 31 cat_threshold=0 16448 256 201343745 16 3238543360 172064 3140 134234112 0 17301504 134234368 0 17301504 32800 768 134217984 2151679000 3229198984 44047360 58720256 1142 0 2621440 35651584 0 2654208 35651584 0 0 4653056 is_linear=0 shrinkage=0.01 Tree=107 num_leaves=26 num_cat=8 split_feature=25 25 24 4 25 1 5 10 25 24 4 0 8 10 15 5 25 1 0 26 25 8 8 8 26 split_gain=162896 59335.3 31396.9 46058.6 38589.8 48959.1 26793.6 26415.4 17670.5 33299.4 12624.2 11046.9 7716.66 6382.36 4999.66 4670.19 3937.26 6921.65 3851.2 11665.1 2095.54 1693.18 1768.47 1409.41 19.7452 threshold=0 1 2 156.16500000000005 3 26.134500000000006 114.42500000000001 42.305000000000007 4 5 11.555000000000001 206.27675000000002 46.655499999999996 149.68000000000004 109.45500000000001 7.2080000000000002 6 148.98750000000004 6.3720000000000008 2022.5000000000002 7 149.68000000000004 58.223000000000006 86.532000000000025 2022.5000000000002 decision_type=9 9 1 2 9 2 2 2 9 1 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=18 2 3 4 15 10 7 8 9 -4 -6 -10 13 14 16 24 20 -18 19 -1 -3 22 -14 -24 -2 right_child=1 12 6 -5 5 -7 -8 -9 11 -11 -12 -13 21 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 leaf_value=0.20021434273038591 -0.044224257835975056 -0.058808667750298221 0.20385223267389382 0.57678436846960157 0.14225021348549771 0.55470146869790971 0.29013800296518538 0.33367763137817386 -0.014417888901839126 -0.015823026510976976 -0.11139836265927269 -0.22435330721048211 0.13243648587912321 -0.18178246021270753 0.1466769332885742 0.11496874025464057 -0.0089540399311809921 0.15140016608768039 0.42553022670745849 0.36264207698578055 -0.020240933746232689 0.15201365108489989 -0.04277888828516007 0.07200318668199622 -0.051486363874541391 leaf_weight=91 78 148 105 21 299 29 36 25 697 176 21 26 20 22 20 20 8904 27 20 86 2297 25 20 23 72 leaf_count=91 78 148 105 21 299 29 36 25 697 176 21 26 20 22 20 20 8904 27 20 86 2297 25 20 23 72 internal_value=0 -0.00293447 0.0538325 0.115518 0.0990803 0.156768 0.0217715 0.0125942 0.00459907 0.0704465 0.125605 -0.0216677 -0.0108929 -0.0116213 -0.0112928 -0.0269841 -0.0115705 -0.00845979 0.279794 0.279134 -0.0228055 0.0823814 0.0547496 0.0186162 -0.0477101 internal_weight=0 13111 1605 540 519 349 1065 1029 1004 281 320 723 11506 11418 11396 170 11376 8931 197 177 2445 88 63 43 150 internal_count=13308 13111 1605 540 519 349 1065 1029 1004 281 320 723 11506 11418 11396 170 11376 8931 197 177 2445 88 63 43 150 cat_boundaries=0 3 7 8 11 15 16 20 23 cat_threshold=0 16448 256 201343745 16 3238543360 172064 3140 134234112 0 17301504 134234112 0 524288 32800 146 296028224 469767460 239542484 65537 0 0 38207488 is_linear=0 shrinkage=0.01 Tree=108 num_leaves=26 num_cat=11 split_feature=25 25 24 4 25 5 4 5 10 25 24 0 10 15 5 25 24 25 25 0 26 25 5 26 26 split_gain=159653 58177 30760.1 45142 37821.8 26311 22675.9 29073.3 20760.3 17364.3 22209.9 10105.8 5630.21 4857.27 4577.25 4187.45 5083.98 22889.1 11096.8 3774.57 11432.9 2863.23 2273.54 19.3522 14.2934 threshold=0 1 2 156.16500000000005 3 176.53925000000004 11.555000000000001 8.3918550000000014 42.305000000000007 4 5 206.27675000000002 201.71813100000003 109.45500000000001 7.2080000000000002 6 7 8 9 6.3720000000000008 2022.5000000000002 10 48.477070000000005 2022.5000000000002 2022.5000000000002 decision_type=9 9 1 2 9 2 2 2 2 9 1 2 2 2 2 9 1 9 9 2 2 9 2 2 2 left_child=19 2 3 4 14 8 7 -6 9 10 -4 -11 13 15 23 16 17 -3 -18 20 -1 24 -23 -2 -17 right_child=1 12 5 -5 6 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 21 18 -19 -20 -21 -22 22 -24 -25 -26 leaf_value=0.19821218535140323 -0.04378201545813145 0.13674443152114635 0.1720306739447609 0.57101653235299243 0.15233777925523662 0.32425920520509993 -0.13053547573089599 0.48416324878561084 0.29261441707611086 -0.014127104161939087 -0.00061585048932840335 -0.21885527000427246 -0.17438380275453841 0.14521016931533814 0.11381904628872871 -0.071760929494068537 -0.11067901884425771 -0.00022526572589121575 -0.0079559559486163094 0.42127491283416746 0.3590156397431396 -0.015118960747801063 0.08042017583847047 -0.050971498952971567 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0 34013184 is_linear=0 shrinkage=0.01 Tree=109 num_leaves=20 num_cat=7 split_feature=8 25 25 24 1 25 3 24 8 25 2 4 8 13 10 25 26 8 13 split_gain=161025 123095 48126.3 40760.9 35173.1 23806.9 27701.3 25561.4 17667.1 17752 9293.76 9061.64 8379.9 6282.51 4508.75 4460.26 2831.81 1519.79 986.791 threshold=341.27040000000005 0 1 2 26.134500000000006 3 1.1528500000000002 4 1.1888500000000002 5 169.68000000000004 4.1660000000000013 86.532000000000025 49.620000000000012 170.05500000000004 6 2022.5000000000002 149.68000000000004 89.585000000000008 decision_type=2 9 9 1 2 9 2 1 2 9 2 2 2 2 2 9 2 2 2 left_child=1 16 3 4 8 6 7 -5 9 -3 11 -7 13 14 15 -4 -1 -14 -15 right_child=-2 2 12 5 -6 10 -8 -9 -10 -11 -12 -13 17 18 -16 -17 -18 -19 -20 leaf_value=0.22180759284496307 0.89804621219635017 0.2029959347614875 -0.0024301199931814703 0.1599607734313378 0.42714202240893712 -0.019234486286704603 0.45399222612380985 -0.044718353323272016 -0.13362900755235127 0.053738472210733516 0.14997334575653076 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0 5 25 25 2 7 24 26 26 25 25 5 0 24 5 25 13 1 24 2 22 26 5 26 5 5 26 26 split_gain=169925 338560 71757 99759.1 45233.1 39450.2 34794.3 42415.7 27454.3 22986 22253.7 17328.8 14008.1 15638.4 10876.9 7072.17 5668.22 5586.39 19150.1 4885.89 4401.15 4060.61 3233.03 2809.95 2495.53 5252.35 4183.59 2195.38 2047.51 1839.91 374.256 196.691 21.4446 0.095546 threshold=0 29.353500000000004 1 2022.5000000000002 2 3 181.87500000000003 25.505000000000003 4 5 63.49965000000001 39.245000000000012 6 2022.5000000000002 2022.5000000000002 7 8 33.222525000000012 7.3867500000000001 9 125.83150000000002 10 27.816000000000006 60.793000000000013 11 14.462000000000002 0.51500000000000012 2022.5000000000002 49.620000000000012 2022.5000000000002 71.02500000000002 42.110000000000007 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 9 1 2 2 9 9 2 2 1 2 2 9 9 2 2 1 2 9 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 8 27 12 -10 15 13 -7 -4 19 33 21 28 -11 -9 24 23 -23 26 -26 -18 -2 31 -17 -30 -19 -14 -6 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leaf_count=68 52 26 93 57 69 49 24 21 515 282 20 33 75 53 76 124 1584 29 20 208 29 7120 21 21 2136 117 20 54 31 102 38 21 74 80 internal_value=0 0.224622 0.134912 0.304477 -0.00515319 0.0425545 0.0988486 0.0872304 0.0653488 0.00172404 0.0331936 -0.0261308 0.0826611 0.169361 -0.00804541 -0.0368059 -0.0124205 -0.0115632 0.0514258 -0.0141161 0.367753 -0.0123683 -0.016816 -0.0172039 -0.00405516 0.00273528 -0.013551 0.205156 0.00330652 -0.0817586 -0.0320037 0.0520346 0.0163904 -0.0718571 internal_weight=0 320 294 125 13022 1715 715 691 641 1000 535 749 251 102 169 716 11307 11158 139 490 50 11019 7162 7141 3857 2253 1604 106 119 226 69 50 149 149 internal_count=13342 320 294 125 13022 1715 715 691 641 1000 535 749 251 102 169 716 11307 11158 139 490 50 11019 7162 7141 3857 2253 1604 106 119 226 69 50 149 149 cat_boundaries=0 3 4 8 9 12 16 17 21 25 26 30 31 cat_threshold=0 80 2097408 1573 201343753 2129920 3255386112 172544 3153 67108872 32768 1107296256 16385 2097152 589824 32768 134 134218240 32768 1073741824 512 0 540672 131072 32 774 2148008976 3360893568 4463616 41943040 932 is_linear=0 shrinkage=0.01 Tree=111 num_leaves=35 num_cat=13 split_feature=25 4 24 26 25 24 0 5 25 25 7 24 26 24 26 25 25 5 0 24 5 25 13 1 24 22 10 26 5 26 5 5 26 26 split_gain=166544 331822 70329.1 97773.9 44329.5 38668.1 34101.9 41571.6 26907.9 22530.7 16984.7 13729.4 15327.2 13364.7 10660.4 6929.78 5555.42 5475.22 18769 4792.86 4313.56 3979.8 3168.69 2754.03 2445.86 4100.34 4025.45 2151.69 2006.77 1803.29 366.808 192.777 21.0178 0.0936447 threshold=0 29.353500000000004 1 2022.5000000000002 2 3 181.87500000000003 25.505000000000003 4 5 39.245000000000012 6 2022.5000000000002 7 2022.5000000000002 8 9 33.222525000000012 7.3867500000000001 10 125.83150000000002 11 27.816000000000006 60.793000000000013 12 0.51500000000000012 30.162700000000005 2022.5000000000002 49.620000000000012 2022.5000000000002 71.02500000000002 42.110000000000007 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 9 1 2 2 9 9 2 1 2 1 2 9 9 2 2 1 2 9 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 8 27 11 15 12 -7 -10 -4 19 33 21 28 -11 -9 24 23 -23 25 -18 -26 -2 31 -17 -30 -19 -13 -6 right_child=4 -3 14 -5 16 9 -8 20 13 10 -12 32 -14 -15 -16 29 17 18 -20 -21 -22 22 -24 -25 26 -27 -28 -29 30 -31 -32 -33 -34 -35 leaf_value=0.069487650955424599 0.26817745135380672 1.312165844990657 0.063361161806250135 0.63101980125694945 -0.076182834238245872 0.056617395147985347 0.46979816963275278 0.47322540691920689 0.092177131843566892 0.012887787731134729 0.19559329661456024 0.01358489891688029 0.30197246848412279 -0.0085765322591319221 -0.09629361240487351 -0.058903113959297058 -0.015295660899048952 0.034805187603522997 0.33435829997062683 -0.049331921092960813 0.2850363037503999 -0.017369080813439172 0.10598598656200228 0.097317965413842883 0.00085543922498417663 0.12878952598571777 0.09854709087416183 0.17805262583273429 -0.0061563131117051651 -0.11566753863119612 -0.052508612055527537 0.074588727951049802 0.021096640309771979 -0.075680068939924239 leaf_weight=68 52 26 93 57 69 49 24 21 215 282 33 75 53 320 76 124 1584 29 20 208 29 7120 21 21 2210 20 43 54 31 102 38 21 74 80 leaf_count=68 52 26 93 57 69 49 24 21 215 282 33 75 53 320 76 124 1584 29 20 208 29 7120 21 21 2210 20 43 54 31 102 38 21 74 80 internal_value=0 0.222375 0.133563 0.301432 -0.00510194 0.0421268 0.0978602 0.0863581 0.0646953 0.00170316 -0.0258743 0.0818345 0.167668 0.0328616 -0.00796495 -0.036443 -0.0122963 -0.0114476 0.0509116 -0.0139822 0.364076 -0.0122446 -0.0166479 -0.0170318 -0.00401461 -0.0134155 0.00270793 0.203104 0.00327345 -0.080941 -0.0316837 0.0515143 0.0162265 -0.0711385 internal_weight=0 320 294 125 13022 1715 715 691 641 1000 749 251 102 535 169 716 11307 11158 139 490 50 11019 7162 7141 3857 1604 2253 106 119 226 69 50 149 149 internal_count=13342 320 294 125 13022 1715 715 691 641 1000 749 251 102 535 169 716 11307 11158 139 490 50 11019 7162 7141 3857 1604 2253 106 119 226 69 50 149 149 cat_boundaries=0 3 4 8 9 12 16 17 18 22 26 27 31 32 cat_threshold=0 80 2097408 1573 201343753 2129920 3255386112 172544 3153 67108872 32768 1107296256 16385 2097152 589824 32768 134 1088 134218240 32768 1073741824 512 0 540672 131072 32 774 2148008976 3360893568 4463616 41943040 932 is_linear=0 shrinkage=0.01 Tree=112 num_leaves=36 num_cat=12 split_feature=25 3 24 26 25 24 0 5 25 25 2 7 24 26 0 25 25 26 5 0 24 5 25 13 1 24 2 22 26 5 26 5 5 26 26 split_gain=163229 123319 110599 92612.9 43451.7 37910.8 33421.1 40740.8 26367.2 22084.3 21817.9 16647.4 13456.2 15022.2 9250.27 6790.25 5444.87 5366.83 5366.26 18395.5 4701.6 4227.72 3900.6 3105.63 2699.23 2397.19 5145.48 4018.74 2108.87 1966.83 1767.41 359.508 188.94 20.5996 0.0917803 threshold=0 207.80256000000003 1 2022.5000000000002 2 3 181.87500000000003 25.505000000000003 4 5 63.49965000000001 39.245000000000012 6 2022.5000000000002 11.177000000000001 7 8 2022.5000000000002 33.222525000000012 7.3867500000000001 9 125.83150000000002 10 27.816000000000006 60.793000000000013 11 14.462000000000002 0.51500000000000012 2022.5000000000002 49.620000000000012 2022.5000000000002 71.02500000000002 42.110000000000007 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 9 1 2 2 9 9 2 2 1 2 2 9 9 2 2 2 1 2 9 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 8 28 12 -10 15 13 -7 17 20 34 -4 22 29 -11 -9 25 24 -24 27 -27 -18 -2 32 -17 -31 -20 -14 -6 right_child=4 -3 14 -5 16 9 -8 21 10 11 -12 -13 33 -15 -16 30 18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 31 -32 -33 -34 -35 -36 leaf_value=0.17335760134571004 0.26549567479353686 0.9873340198993682 -0.045724239110946654 0.77333013496398917 -0.075421005124631138 0.056051215930860876 0.46510019342104592 0.46849316392626078 0.020572098648663863 0.012763321985528892 0.35721160674095154 0.19363736542788421 0.01344905029932658 0.29895274486181872 0.22948124837875367 -0.058314083026301478 -0.015142704199134098 0.065346686127897985 0.034457136063740172 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103 13022 1715 715 691 641 1000 535 749 251 102 197 716 11307 177 11158 139 490 50 11019 7162 7141 3857 2253 1604 106 119 226 69 50 149 149 internal_count=13342 320 300 103 13022 1715 715 691 641 1000 535 749 251 102 197 716 11307 177 11158 139 490 50 11019 7162 7141 3857 2253 1604 106 119 226 69 50 149 149 cat_boundaries=0 3 4 8 9 12 16 17 21 25 26 30 31 cat_threshold=0 80 2097408 1570 201343753 2129920 3255386112 172544 3153 67108872 32768 1107296256 16385 2097152 589824 32768 134 134218240 32768 1073741824 512 0 540672 131072 32 774 2148008976 3360893568 4463616 41943040 932 is_linear=0 shrinkage=0.01 Tree=113 num_leaves=27 num_cat=7 split_feature=25 3 26 25 1 7 0 6 6 6 2 16 25 2 8 1 1 25 3 7 25 6 25 16 26 25 split_gain=159982 120865 47906.1 42646.1 29288.4 44742.5 17346.8 8956.11 10735.8 13644.6 12500.4 5542.96 5547.86 5431.73 9708.67 4670.07 6381.86 4054.11 3445.79 2638.74 1375.04 586.391 442.317 447.632 416.511 138.731 threshold=0 207.80256000000003 2022.5000000000002 1 26.134500000000006 8.3918550000000014 21.867000000000004 228.56250000000003 140.32000000000002 5.2798230000000013 55.082710000000006 86.239500000000007 2 14.462000000000002 16.692500000000006 51.072690000000009 228.18750000000003 3 7.2030000000000003 92.090000000000018 4 23.347670000000004 5 15.996 2022.5000000000002 6 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 9 2 9 2 2 9 left_child=1 2 -1 4 7 6 15 8 9 10 -2 12 13 19 18 -6 -17 24 -15 20 -5 -11 25 -24 -14 -19 right_child=3 -3 -4 11 5 -7 -8 -9 -10 21 -12 -13 17 14 -16 16 -18 22 -20 -21 -22 -23 23 -25 -26 -27 leaf_value=0.058729683102274235 0.031461746838538099 0.97746067237854006 0.31241884440401174 0.012574881351757848 -0.078815393050511676 0.5871384550177533 0.36001430653390432 -0.1608070872227351 0.26404533565044402 -0.062343261412211824 0.18541243067654697 0.15457484483718872 -0.085483459844821849 0.0050176894200860333 0.25074694859981539 0.1621058895587921 -0.044160258968671158 -0.029537479587727122 0.1004965949576834 -0.10202843534535376 -0.0077966193404843068 -0.12569931248823801 -0.015404817777336322 0.030881167139325823 -0.054326926708221437 -0.019773499437889617 leaf_weight=163 1285 20 137 349 24 23 21 24 20 21 55 20 82 212 20 40 24 278 46 29 4642 48 4141 21 90 1507 leaf_count=163 1285 20 137 349 24 23 21 24 20 21 55 20 82 212 20 40 24 278 46 29 4642 48 4141 21 90 1507 internal_value=0 0.21795 0.174581 -0.00500033 0.0434496 0.186343 0.101772 0.0307672 0.0339847 0.0307191 0.0377806 -0.0117469 -0.0120485 -0.00452389 0.0384947 0.0401457 0.0847561 -0.0185259 0.0220411 -0.0069152 -0.00636255 -0.106417 -0.0170633 -0.0151349 -0.0653795 -0.0214502 internal_weight=0 320 300 13022 1585 132 109 1453 1429 1409 1340 11437 11417 5298 278 88 64 6119 258 5020 4991 69 5947 4162 172 1785 internal_count=13342 320 300 13022 1585 132 109 1453 1429 1409 1340 11437 11417 5298 278 88 64 6119 258 5020 4991 69 5947 4162 172 1785 cat_boundaries=0 3 7 11 15 18 22 26 cat_threshold=0 80 2097408 201343745 2129920 2181578752 172544 2148008984 3411225216 1615141898 41947152 0 16384 16908288 32 8 65664 1078266880 1617233922 790568 478159060 16779520 4259840 524296 0 16777216 is_linear=0 shrinkage=0.01 Tree=114 num_leaves=34 num_cat=15 split_feature=25 4 24 26 25 24 1 25 11 25 24 4 26 25 1 25 8 16 25 2 10 26 25 24 10 26 24 26 1 25 16 26 25 split_gain=156798 322280 68207.1 93301.1 41798.1 36109.6 34905.2 27872.5 17164 17155.8 24563.3 26044.3 11187.3 10508.4 9416.57 6906.06 13262.1 5432.68 5438.16 5323.62 16310 4978.21 3973.28 3794.39 2916.99 2257.32 2125.43 1601.25 1512.37 433.577 437.676 408.222 142.797 threshold=0 29.353500000000004 1 2022.5000000000002 2 3 26.134500000000006 4 11.586400000000001 5 6 21.867000000000004 2022.5000000000002 7 200.13000000000002 8 17.952000000000002 86.239500000000007 9 14.462000000000002 14.982000000000001 2022.5000000000002 10 11 46.946300000000001 2022.5000000000002 12 2022.5000000000002 105.004 13 15.996 2022.5000000000002 14 decision_type=9 2 1 2 9 1 2 9 2 9 1 2 2 9 2 9 2 2 9 2 2 2 9 1 2 2 1 2 2 9 2 2 9 left_child=1 2 3 -1 5 6 9 21 15 27 13 -12 -4 -11 28 16 -9 18 19 24 23 -7 31 -21 26 -17 -6 -2 -8 32 -31 -20 -24 right_child=4 -3 12 -5 17 7 14 8 -10 10 11 -13 -14 -15 -16 25 -18 -19 22 20 -22 -23 29 -25 -26 -27 -28 -29 -30 30 -32 -33 -34 leaf_value=0.066815658457138966 -0.060057825915018716 1.2896705370682937 0.062036993618934382 0.61535337130228673 -0.013823795963109025 0.081709441680174605 0.32925780018170675 -0.028828019203141677 0.23912321774855905 -0.041882181060045286 0.13906724047840091 0.51324978399276733 -0.10151554057472631 0.076964616206870687 0.14457767410278322 -0.057005078781218757 0.20809524064064025 0.15302909314632415 -0.084628625090529278 -0.022433482395375477 0.31321556341648099 0.2187947926256392 -0.029252360802557737 0.051979996402498702 -0.089834543509142745 -0.12322286713241351 -0.00058069713283003422 0.0052873567581176763 0.4427348211537237 -0.015198197736172005 0.030572353771754674 -0.053783657762739391 -0.01950211649365639 leaf_weight=68 75 26 93 57 2081 52 24 430 23 123 266 20 76 164 25 105 25 20 82 126 20 54 278 132 42 101 2897 75 23 4064 21 90 1584 leaf_count=68 75 26 93 57 2081 52 24 430 23 123 266 20 76 164 25 105 25 20 82 126 20 54 278 132 42 101 2897 75 23 4064 21 90 1584 internal_value=0 0.215771 0.128139 0.293471 -0.00495067 0.0430151 0.0902735 -0.00507633 -0.0289984 0.0704988 0.0944741 0.159652 -0.0108701 0.0263351 0.301382 -0.0387666 -0.0154703 -0.0116298 -0.0119284 -0.00447856 0.0381098 0.138481 -0.0183414 0.0167837 -0.00684596 -0.0853289 -0.00614577 -0.0256737 0.384789 -0.0168935 -0.0149264 -0.0647257 -0.0211063 internal_weight=0 320 294 125 13022 1585 795 790 684 723 573 286 169 287 72 661 455 11437 11417 5298 278 106 6119 258 5020 206 4978 150 47 5947 4085 172 1862 internal_count=13342 320 294 125 13022 1585 795 790 684 723 573 286 169 287 72 661 455 11437 11417 5298 278 106 6119 258 5020 206 4978 150 47 5947 4085 172 1862 cat_boundaries=0 3 4 8 9 13 17 18 21 22 26 30 31 32 36 40 cat_threshold=0 80 2097408 1573 201343745 2129920 2181578752 172544 3157 16384 2097152 524288 32768 16641 0 524288 32768 2053 512 0 2147483648 134218241 2148008984 3411225216 1615141898 41947152 0 16384 16908288 32 1932 932 1617233922 790568 478159060 16780544 4259840 524296 0 16777216 is_linear=0 shrinkage=0.01 Tree=115 num_leaves=23 num_cat=5 split_feature=10 25 24 4 1 25 26 25 2 4 3 25 26 26 20 1 1 6 4 26 4 20 split_gain=162773 82967.8 59092.3 123820 73095.5 80111.2 40322.8 36612.5 32204.7 29556.5 10908.5 10895.4 9712.14 8949.1 7574.92 5755.03 4615.65 7597.95 4228.64 983.011 376.813 275.781 threshold=279.07800000000003 0 1 230.65000000000003 31.872000000000003 2 2022.5000000000002 3 22.196000000000005 25.505000000000003 177.71725000000004 4 2022.5000000000002 2022.5000000000002 18.645000000000003 23.958040000000004 49.620000000000012 2.6475000000000004 64.847000000000023 2022.5000000000002 228.18750000000003 36.986100000000015 decision_type=2 9 1 2 2 9 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 -7 19 -1 11 14 12 -4 -13 16 -14 18 -18 -9 -3 -11 -16 right_child=-2 7 9 -5 -6 6 -8 10 -10 20 -12 13 15 -15 21 -17 17 -19 -20 -21 -22 -23 leaf_value=-0.045533624429311324 0.8042265205383301 -0.16224056704290982 0.013524442691552013 0.92796836185455323 0.56767365210396903 0.11285523615702234 0.39826741497926038 -0.010377529763153297 0.35246314764022829 -0.21879945845831011 0.15999931385642605 0.034324586512678765 0.1028145561076827 -0.09135025033915263 0.13986465293169023 0.28626017951965332 0.016562640703225558 0.22801847937703135 -0.082006550668233855 -0.21929477525135826 -0.27870518956865586 0.092528402376919991 leaf_weight=268 25 58 152 20 35 99 99 11757 22 21 38 118 118 109 20 20 113 20 83 63 21 32 leaf_count=268 25 58 152 20 35 99 99 11757 22 21 38 118 118 109 20 20 113 20 83 63 21 32 internal_value=0 -0.00343457 0.0792615 0.152948 0.126235 0.0945744 0.243275 -0.0109702 -0.0148294 0.00625406 -0.00915639 0.0270912 0.0663768 -0.0249235 -0.00969855 0.129401 -0.0102216 0.0483605 -0.0108797 -0.177294 -0.248752 0.110735 internal_weight=0 13286 1102 543 523 488 198 12184 290 559 12063 517 290 227 12025 138 11973 133 11840 121 42 52 internal_count=13311 13286 1102 543 523 488 198 12184 290 559 12063 517 290 227 12025 138 11973 133 11840 121 42 52 cat_boundaries=0 4 5 9 13 16 cat_threshold=67109632 2097232 1078460672 8736 3625 768 64 524288 512 0 16384 35651584 163840 768 16 4718592 is_linear=0 shrinkage=0.01 Tree=116 num_leaves=15 num_cat=3 split_feature=10 8 25 25 6 2 1 26 25 5 2 17 26 5 split_gain=159534 81784.7 66768 31872.2 58663.3 32421.6 34598.4 30871.1 29807.6 20795.2 5644.67 4678.04 489.854 311.574 threshold=279.07800000000003 365.72000000000008 0 1 218.62500000000003 67.575000000000003 31.872000000000003 2022.5000000000002 2 172.87500000000003 255.10500000000002 59.620500000000007 2022.5000000000002 231.75000000000003 decision_type=2 2 9 9 2 2 2 2 9 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 -1 12 11 -7 -10 -5 -11 right_child=-2 -3 3 8 -6 10 -8 -9 9 13 -12 -13 -14 -15 leaf_value=0.066899288208758248 0.79618422317504878 0.63558939361572264 0.0059937776552473508 -0.15727537305731523 0.58572514247894292 0.19158604179109848 0.24942579564594089 0.3767490743188297 -0.010453098103584508 0.23769191333225795 0.40563541585748847 0.12382790630826584 -0.19838078038167145 0.18384087302468038 leaf_weight=61 25 20 797 57 20 28 63 68 12022 21 22 26 59 22 leaf_count=61 25 20 797 57 20 28 63 68 12022 21 22 26 59 22 internal_value=0 -0.00340023 -0.00436358 -0.00666213 0.0494614 0.038219 0.0238266 0.213668 -0.0109749 -0.00937208 0.285768 -0.0101633 -0.164041 0.21014 internal_weight=0 13286 13266 13137 930 910 860 129 12207 12091 50 12048 116 43 internal_count=13311 13286 13266 13137 930 910 860 129 12207 12091 50 12048 116 43 cat_boundaries=0 3 7 11 cat_threshold=0 16 256 67126016 64 1078542336 8736 0 16384 35651584 163840 is_linear=0 shrinkage=0.01 Tree=117 num_leaves=22 num_cat=8 split_feature=10 25 24 4 1 25 25 2 4 25 20 24 25 1 0 25 8 8 2 4 20 split_gain=156359 80252.3 56596.9 121598 67121.1 77895.1 35307.6 30777.3 29290.1 15707.8 7353.51 6520.9 10788.1 6071.65 14435.9 3813.41 9840.47 3099.23 1613.99 375.138 271.252 threshold=279.07800000000003 0 1 230.65000000000003 31.872000000000003 2 3 22.196000000000005 25.505000000000003 4 18.645000000000003 5 6 51.072690000000009 16.648000000000003 7 86.532000000000025 97.70750000000001 2.1940000000000004 228.18750000000003 36.986100000000015 decision_type=2 9 1 2 2 9 9 2 2 9 2 1 9 2 2 9 2 2 2 2 2 left_child=1 2 3 4 5 7 -3 -1 9 -4 13 -11 -13 15 18 16 -8 -17 -15 -10 -12 right_child=-2 6 8 -5 -6 -7 10 -9 19 11 20 12 -14 14 -16 17 -18 -19 -20 -21 -22 leaf_value=-0.041611124924618562 0.78822239685058593 -0.17418592751481149 0.12942050845458591 0.91672127628326427 0.53950240744484801 0.24008001440419602 -0.00029128589118231665 0.34693460421128708 -0.21786330858866376 -0.055219586820978862 0.13847338998317718 0.071607628149144786 -0.053252535001374779 -0.0043207152744570935 0.30542060697078705 -0.012635756756019552 0.20771206835041878 -0.11278207471293789 0.094893945932388313 -0.27763569968087332 0.091527423816733067 leaf_weight=278 25 121 106 20 36 198 2047 22 21 142 20 177 102 91 20 9758 23 31 20 21 32 leaf_count=278 25 121 106 20 36 198 2047 22 21 142 20 177 102 91 20 9758 23 31 20 21 32 internal_value=0 -0.00336622 0.0771386 0.148507 0.122516 0.0923721 -0.0108537 -0.0126946 0.00628716 0.0266523 -0.00906932 -0.0022437 0.0256967 -0.00959147 0.0581153 -0.0103394 0.00201015 -0.0129397 0.0135558 -0.24775 0.109584 internal_weight=0 13286 1123 554 534 498 12163 300 569 527 12042 421 279 11990 131 11859 2070 9789 111 42 52 internal_count=13311 13286 1123 554 534 498 12163 300 569 527 12042 421 279 11990 131 11859 2070 9789 111 42 52 cat_boundaries=0 4 5 9 13 16 17 19 22 cat_threshold=67109632 2097232 1078477056 8736 3625 768 64 540672 512 0 16384 35651584 163840 256 16 4734976 132 512 64 2285913096 2282234376 16849920 is_linear=0 shrinkage=0.01 Tree=118 num_leaves=12 num_cat=0 split_feature=10 8 7 4 1 7 6 6 20 1 1 split_gain=153247 80019.6 29865.7 21102.8 20437.7 13260.1 7457.2 13846.2 6880.13 5932.01 6603.87 threshold=279.07800000000003 365.72000000000008 174.00000000000003 293.85000000000008 148.98750000000004 255.10500000000002 218.62500000000003 263.93200000000007 18.645000000000003 195.14400000000003 233.80500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -4 8 -8 -1 -6 -11 right_child=-2 -3 5 -5 9 -7 7 -9 -10 10 -12 leaf_value=-0.0068148107389526293 0.78034014587402345 0.62872546100616455 0.34334946183597337 -0.27483641673778669 0.28701737278983708 0.067970292700661558 0.3034846190972762 -0.034479698428401241 0.10426634191668459 -0.02896033110441985 0.1638051921587724 leaf_weight=12962 25 20 34 29 21 36 22 27 56 27 52 leaf_count=12962 25 20 34 29 21 36 22 27 56 27 52 internal_value=0 -0.00333137 -0.00428427 -0.00537708 -0.0047836 0.201726 -0.00587349 0.117259 -0.00633697 0.137633 0.0979233 internal_weight=0 13286 13266 13196 13167 70 13067 49 13018 100 79 internal_count=13311 13286 13266 13196 13167 70 13067 49 13018 100 79 is_linear=0 shrinkage=0.01 Tree=119 num_leaves=21 num_cat=9 split_feature=10 25 24 4 1 25 25 4 5 25 4 5 24 25 24 25 17 4 5 4 split_gain=150197 78436.2 55483.5 119299 65552.5 76376.2 34755.2 28622.8 20340.2 15415.8 13119.9 9736.8 7243.74 4179.86 6135.48 14685.7 6580.51 5131.88 2781.42 353.103 threshold=279.07800000000003 0 1 230.65000000000003 31.872000000000003 2 3 25.505000000000003 223.36075000000002 4 27.015000000000004 38.528000000000006 5 6 7 8 59.620500000000007 105.004 48.477070000000005 228.18750000000003 decision_type=2 9 1 2 2 9 9 2 2 9 2 2 1 9 1 9 2 2 2 2 left_child=1 2 3 4 5 10 -3 9 13 -4 -1 12 -11 14 15 -8 -16 18 -15 -9 right_child=-2 6 7 -5 -6 -7 8 19 -10 11 -12 -13 -14 17 16 -17 -18 -19 -20 -21 leaf_value=-0.030712639936379023 0.77253675765991203 -0.17274926323927087 0.12808132718349324 0.90786627769470218 0.53329116423924772 0.23767741262339631 0.091840699801247233 -0.21599016598292761 0.28189232786496482 0.045832411923291662 0.23440061807632448 0.19764919322469962 -0.042754657358251597 -0.013711657016428621 -0.011118351723394119 0.001676826653107055 0.170947780713439 -0.16981336644717626 0.067881263778323223 -0.27398055894034251 leaf_weight=280 25 121 106 20 36 198 207 21 24 129 20 23 269 7955 2680 1093 20 21 42 21 leaf_count=280 25 121 106 20 36 198 207 21 24 129 20 23 269 7955 2680 1093 20 21 42 21 internal_value=0 -0.00329806 0.0762907 0.146952 0.121206 0.0914164 -0.0107003 0.00614186 -0.00893006 0.0262723 -0.0126178 -0.00234783 -0.0139644 -0.00951827 -0.00114695 0.0166252 -0.00973366 -0.013676 -0.0132831 -0.244985 internal_weight=0 13286 1123 554 534 498 12163 569 12042 527 300 421 398 12018 4000 1300 2700 8018 7997 42 internal_count=13311 13286 1123 554 534 498 12163 569 12042 527 300 421 398 12018 4000 1300 2700 8018 7997 42 cat_boundaries=0 4 5 9 13 16 17 21 22 25 cat_threshold=67109632 2097232 1078477056 8736 3625 768 64 540672 512 0 16384 35651584 163840 256 16 4734976 258 2285913113 3356140040 536943616 8388608 23 134234113 32768 1024 is_linear=0 shrinkage=0.01 Tree=120 num_leaves=24 num_cat=8 split_feature=25 24 26 25 8 24 25 3 14 25 0 24 26 26 26 7 10 24 8 2 1 2 2 split_gain=117815 210766 45860.4 28112.1 19945.3 21021.8 41479.3 40930.8 20046.2 19952.5 18518.9 15474.7 39448.4 17146.5 14114.5 7980.84 7639.3 7598.18 5168.88 4927.96 4443.07 1656.87 1562.46 threshold=0 1 2022.5000000000002 2 231.40000000000003 3 4 114.12500000000001 7.2150000000000007 5 109.32500000000002 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 206.27675000000002 184.96521500000003 7 176.53925000000004 47.321700000000014 54.277999999999999 24.23535 55.082710000000006 decision_type=9 1 2 9 2 1 9 2 2 9 2 1 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 -1 4 5 8 7 10 9 17 -7 13 -13 -8 -3 16 18 -2 19 20 -5 -11 -21 right_child=3 14 -4 15 -6 6 11 -9 -10 21 -12 12 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 -24 leaf_value=0.37655729140554156 0.052213921316738791 0.017738558387756346 0.80494404063505287 -0.011627426098123027 0.33841264225187756 -0.0089709326964837535 0.18523595149700459 0.37914338477452597 0.30031584739685058 -0.081998662041982182 0.2409926340656896 0.087240262704017829 0.40844544070561728 -0.043584608489816844 -0.218702688778148 0.17543821708015775 -0.20158052841822308 -0.030259216456799895 -0.17129472160339354 0.13358221054077149 0.057413752952471697 -0.17649233567714692 0.037788833220799768 leaf_weight=49 280 50 51 11104 21 675 65 30 20 257 31 78 75 66 51 23 21 175 20 21 94 20 90 leaf_count=49 280 50 51 11104 21 675 65 30 20 257 31 78 75 66 51 23 21 175 20 21 94 20 90 internal_value=0 0.233349 0.54094 -0.00483354 0.0318609 0.0284077 0.0576617 0.0171444 -0.0118807 -0.020573 0.0020048 0.15851 0.229682 0.0649912 -0.0924947 -0.0106415 -0.0110279 0.0205249 -0.0106747 -0.0103906 -0.0110479 -0.0857265 0.0559119 internal_weight=0 201 100 13166 1793 1772 1020 736 752 732 706 284 153 131 101 11373 11350 455 11329 11309 11198 277 111 internal_count=13367 201 100 13166 1793 1772 1020 736 752 732 706 284 153 131 101 11373 11350 455 11329 11309 11198 277 111 cat_boundaries=0 3 4 8 9 12 16 17 18 cat_threshold=0 16448 256 2858 201327361 2195456 2204844032 2261024 782 134218497 2129920 16973824 134218241 2129920 0 2097152 1104 518 is_linear=0 shrinkage=0.01 Tree=121 num_leaves=10 num_cat=0 split_feature=4 13 8 0 3 3 9 13 3 split_gain=168391 26071.1 22448.2 12768.9 10802.8 18682.3 10698.5 9165.4 4379.77 threshold=344.25000000000006 92.932500000000019 272.07425000000006 344.25000000000006 344.25000000000006 177.71725000000004 198.34750000000003 214.15000000000003 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -3 -7 right_child=-2 7 -4 -5 -6 8 -8 -9 -10 leaf_value=-0.0044626359153695349 0.78786074656027338 0.33683524378414809 0.32312500862848192 0.20923959629876274 -0.22594401186162774 0.10207933335077195 -0.15402917643388114 0.078269200783509477 0.2714224042495092 leaf_weight=13100 27 29 21 28 22 42 48 26 24 leaf_count=13100 27 29 21 28 22 42 48 26 24 internal_value=0 -0.00266684 -0.00356635 -0.00408357 -0.00453485 -0.00416622 -0.00500867 0.214604 0.163659 internal_weight=0 13340 13285 13264 13236 13214 13148 55 66 internal_count=13367 13340 13285 13264 13236 13214 13148 55 66 is_linear=0 shrinkage=0.01 Tree=122 num_leaves=21 num_cat=5 split_feature=4 25 26 1 3 25 24 10 25 25 2 0 26 13 1 1 26 26 1 2 split_gain=165040 108537 52215.5 27970 59184.5 19876.7 42770.2 32187.2 14192.2 13940.4 11247.1 14708.9 43820.5 10083.2 8369.68 10622.5 2890.63 1920.79 993.924 563.488 threshold=344.25000000000006 0 2022.5000000000002 105.004 2.8373970000000006 1 2 21.531000000000002 3 4 228.18750000000003 172.87500000000003 2022.5000000000002 92.932500000000019 355.00000000000006 200.13000000000002 2022.5000000000002 2022.5000000000002 255.10500000000002 279.07800000000003 decision_type=2 9 2 2 2 9 1 2 9 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 14 6 8 9 17 -8 11 13 -13 -7 15 -5 -10 -3 -17 -12 right_child=-2 3 -4 4 -6 10 7 -9 16 -11 19 12 -14 -15 -16 18 -18 -19 -20 -21 leaf_value=0.11983249308570983 0.77998215622372102 0.28939648308135846 0.54574502765007737 0.102327537111938 0.52875887882709505 -0.012190012357370168 0.028013279311026085 0.38416752815246585 0.11418249292373657 -0.066965177861389835 0.11700246286392212 0.47847568611303964 -0.059543521346115486 0.16839346370389385 0.19348649263381959 -0.1625261968612671 0.037562241836921459 0.20505177356578685 -0.07036583000963384 0.19116930371239071 leaf_weight=63 27 54 53 40 30 12015 281 20 100 325 20 24 41 31 24 25 97 54 22 21 leaf_count=63 27 54 53 40 30 12015 281 20 100 325 20 24 41 31 24 25 97 54 22 21 internal_value=0 -0.00264017 0.289476 -0.0054174 0.134669 -0.0069313 0.0373686 -0.0103744 0.132578 -0.0235668 -0.0103475 -0.0109158 0.13911 -0.0117253 0.0281583 -0.0174494 0.0727623 0.226273 -0.119387 0.15499 internal_weight=0 13340 116 13224 141 13083 931 626 305 606 12152 12111 65 12046 111 87 197 108 47 41 internal_count=13367 13340 116 13224 141 13083 931 626 305 606 12152 12111 65 12046 111 87 197 108 47 41 cat_boundaries=0 4 8 9 12 16 cat_threshold=0 16384 2228480 32768 201326592 2195456 55132160 2228256 2129 67108864 2162688 37748736 134217728 0 606208 2097184 is_linear=0 shrinkage=0.01 Tree=123 num_leaves=10 num_cat=0 split_feature=4 13 8 0 3 3 9 13 3 split_gain=161756 25236.8 21928.2 12328.1 10700.9 18146.5 10636.9 9022.58 4309.66 threshold=344.25000000000006 92.932500000000019 272.07425000000006 344.25000000000006 344.25000000000006 177.71725000000004 198.34750000000003 214.15000000000003 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -3 -7 right_child=-2 7 -4 -5 -6 8 -8 -9 -10 leaf_value=-0.0043726113450613929 0.77218232119524932 0.33242695348016149 0.31938619250342959 0.20559863805770875 -0.22481638193130493 0.10022941362290155 -0.15350789661208789 0.075883377515352693 0.2682115711768468 leaf_weight=13100 27 29 21 28 22 42 48 26 24 leaf_count=13100 27 29 21 28 22 42 48 26 24 internal_value=0 -0.00261406 -0.00349906 -0.00401026 -0.00445367 -0.00408679 -0.00491707 0.211152 0.161314 internal_weight=0 13340 13285 13264 13236 13214 13148 55 66 internal_count=13367 13340 13285 13264 13236 13214 13148 55 66 is_linear=0 shrinkage=0.01 Tree=124 num_leaves=18 num_cat=5 split_feature=4 25 26 1 5 25 24 10 24 1 13 6 25 1 26 1 1 split_gain=158537 106404 51187.4 27345.9 50728.1 19440.6 40055.7 17117.4 12163.7 11550.3 8088.88 7568.63 6984.16 3762.26 2714.63 2613.26 750.448 threshold=344.25000000000006 0 2022.5000000000002 105.004 7.0052499999999993 1 2 14.436750000000002 3 211.12500000000003 92.932500000000019 272.07425000000006 4 355.00000000000006 2022.5000000000002 148.98750000000004 255.10500000000002 decision_type=2 9 2 2 2 9 1 2 1 2 2 2 9 2 2 2 2 left_child=1 2 -1 5 9 6 14 8 -8 15 11 12 -7 16 -3 -5 -11 right_child=-2 3 -4 4 -6 10 7 -9 -10 13 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.11868122131105453 0.76446049911004521 0.15914325008090113 0.54037995572360065 0.084897019966290552 0.55197277049223581 -0.049777028613312305 0.051558265819748997 0.2757039907704229 -0.035208021538212078 -0.14441205620765687 0.13377822986015908 -0.20484173607826234 -0.0086866537045502644 0.059220463296641476 0.24754868339089786 0.22535959561665853 -0.058821142401014062 leaf_weight=63 27 71 53 26 24 420 253 23 409 20 39 20 11780 23 68 27 21 leaf_count=63 27 71 53 26 24 420 253 23 409 20 39 20 11780 23 68 27 21 internal_value=0 -0.00258792 0.286643 -0.00533776 0.133177 -0.00683466 0.0399057 0.00740842 -0.00180111 0.0472702 -0.0100008 -0.0104678 -0.0101492 -0.0431471 0.188809 0.156453 -0.100573 internal_weight=0 13340 116 13224 141 13083 824 685 662 117 12259 12220 12200 64 139 53 41 internal_count=13367 13340 116 13224 141 13083 824 685 662 117 12259 12220 12200 64 139 53 41 cat_boundaries=0 4 8 9 10 14 cat_threshold=0 16384 2228480 32768 201326592 98304 55132160 2228256 2064 225 256 524992 0 16785920 is_linear=0 shrinkage=0.01 Tree=125 num_leaves=13 num_cat=5 split_feature=8 25 24 25 9 6 0 24 10 25 7 4 split_gain=136152 100515 189116 31805.8 33728.2 26530.3 19525 15431.9 14458.3 11421.1 6048.42 6736.53 threshold=312.55000000000013 0 1 2 203.96813100000003 211.12500000000003 172.87500000000003 3 230.0395 4 198.34750000000003 233.80500000000004 decision_type=2 9 1 9 2 2 2 1 2 9 2 2 left_child=1 2 -1 4 5 6 7 -3 9 -5 11 -11 right_child=-2 3 -4 8 -6 -7 -8 -9 -10 10 -12 -13 leaf_value=0.49066261205917749 0.80442608969552187 0.060587200133696853 -0.089583829217037905 -0.10720015978409073 0.44400265228180658 0.39118042991274876 0.2488037295108661 -0.017614772770332902 -0.27186704635620118 -0.0082864227571481045 0.13853634953498842 -0.18343659682707356 leaf_weight=107 21 519 108 108 21 21 40 479 21 11822 28 22 leaf_count=107 21 519 108 108 21 21 40 479 21 11822 28 22 internal_value=0 -0.00140741 0.208163 -0.00500722 0.0467229 0.0392861 0.0321668 0.023484 -0.00969757 -0.0092461 -0.00825776 -0.00861176 internal_weight=0 13296 215 13081 1080 1059 1038 998 12001 11980 11872 11844 internal_count=13317 13296 215 13081 1080 1059 1038 998 12001 11980 11872 11844 cat_boundaries=0 3 4 8 9 12 cat_threshold=0 16448 33554688 2603 67126016 65536 2164475904 16941600 1145 0 0 6815744 is_linear=0 shrinkage=0.01 Tree=126 num_leaves=18 num_cat=6 split_feature=8 25 24 25 9 6 24 25 25 26 19 3 3 13 26 26 26 split_gain=133442 98682 185672 31178.3 33056.4 26001.8 18324 13934.6 13788.8 7210.55 5037.94 4660.57 5161.07 4415.22 1227.62 267.854 11.2003 threshold=312.55000000000013 0 1 2 203.96813100000003 211.12500000000003 3 4 5 2022.5000000000002 54.201000000000008 177.71725000000004 233.80500000000004 118.09000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 2 2 1 9 9 2 2 2 2 2 2 2 2 left_child=1 2 16 4 5 6 9 15 -8 -3 11 13 -13 -9 -4 -5 -1 right_child=-2 3 14 7 -6 -7 8 10 -10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=0.52809231845700011 0.79638182594662621 0.19829226834433422 -0.063268031544155542 -0.14340172502729628 0.43956262826919557 0.38726862544105167 0.11159582747787726 -0.0094850932125671028 -0.0029247035925548514 0.064769706298143437 0.13621901224056879 0.20226431022990835 -0.01197592071864916 0.12097192122386051 -0.13069754547542994 -0.11218736682619368 0.53458606391117491 leaf_weight=49 21 84 54 54 21 21 112 11796 764 78 24 22 23 26 54 56 58 leaf_count=49 21 84 54 54 21 21 112 11796 764 78 24 22 23 26 54 56 58 internal_value=0 -0.0013908 0.206259 -0.00495764 0.0462596 0.0388973 0.0318493 -0.00960149 0.0128115 0.126213 -0.00851166 -0.00881154 0.0927637 -0.00919818 -0.0887639 -0.116885 0.486175 internal_weight=0 13296 215 13081 1080 1059 1038 12001 876 162 11891 11867 45 11822 108 110 107 internal_count=13317 13296 215 13081 1080 1059 1038 12001 876 162 11891 11867 45 11822 108 110 107 cat_boundaries=0 3 4 8 9 12 16 cat_threshold=0 16448 33554688 2603 67126016 65536 2164475904 16941600 80 0 0 6815744 256 0 196608 33312 is_linear=0 shrinkage=0.01 Tree=127 num_leaves=13 num_cat=5 split_feature=8 25 24 25 9 6 0 24 10 25 2 2 split_gain=130786 96717.5 181977 30568.9 32396.9 25482.8 19140.3 14999.7 14167.4 10967.9 6015.29 7624.41 threshold=312.55000000000013 0 1 2 203.96813100000003 211.12500000000003 172.87500000000003 3 230.0395 4 207.80256000000003 54.277999999999999 decision_type=2 9 1 9 2 2 2 1 2 9 2 2 left_child=1 2 -1 4 5 6 7 -3 9 -5 11 -11 right_child=-2 3 -4 8 -6 -7 -8 -9 -10 10 -12 -13 leaf_value=0.48131361227769121 0.78841801779610776 0.059526115124076892 -0.087876269494072873 -0.10504935624235767 0.43516699211938042 0.38339594068981359 0.24603347565233707 -0.017568145373603804 -0.2690239063614891 -0.0084618293381512125 -0.14721364028992193 0.080561442246142118 leaf_weight=107 21 519 108 108 21 21 40 479 21 11744 31 97 leaf_count=107 21 519 108 108 21 21 40 479 21 11744 31 97 internal_value=0 -0.00137607 0.204197 -0.00490723 0.045807 0.0385186 0.0315413 0.0229444 -0.00950547 -0.00905849 -0.00808996 -0.00773256 internal_weight=0 13296 215 13081 1080 1059 1038 998 12001 11980 11872 11841 internal_count=13317 13296 215 13081 1080 1059 1038 998 12001 11980 11872 11841 cat_boundaries=0 3 4 8 9 12 cat_threshold=0 16448 33554688 2603 67126016 65536 2164475904 16941600 1145 0 0 6815744 is_linear=0 shrinkage=0.01 Tree=128 num_leaves=18 num_cat=6 split_feature=8 25 24 25 9 24 1 10 10 25 4 25 7 4 26 26 26 split_gain=128183 94953.4 178664 29965.7 31751.5 24511.4 47109.8 13885.4 12909.8 14705.5 12198.5 10769.6 5917.85 6623.79 1203.19 798.531 10.9775 threshold=312.55000000000013 0 1 2 203.96813100000003 3 26.134500000000006 230.0395 39.350000000000009 4 1.1888500000000002 5 198.34750000000003 233.80500000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 2 1 2 2 2 9 2 9 2 2 2 2 2 left_child=1 2 16 4 5 6 10 11 9 -7 -3 15 13 -13 -4 -5 -1 right_child=-2 3 14 7 -6 8 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=0.5179982603812705 0.78053384326753161 0.088096849583676931 -0.06175658658698753 -0.14091721437595509 0.43081534181322367 0.097251037825708805 0.47117846742272379 -0.2663336691969917 0.25183613777160646 -0.026817193875885686 -0.12617392227567475 -0.0080364824324197764 0.13719213008880615 -0.18171477122740315 -0.12851181012612803 -0.086534094810485837 0.52442707768801988 leaf_weight=49 21 317 54 54 21 105 32 21 20 556 29 11822 28 22 54 54 58 leaf_count=49 21 317 54 54 21 105 32 21 20 556 29 11822 28 22 54 54 58 internal_value=0 -0.00135983 0.20233 -0.00485864 0.0453528 0.0381373 0.101406 -0.00941129 0.00150805 -0.00604336 0.0701377 -0.00896878 -0.00800906 -0.00835909 -0.087072 -0.104088 0.476912 internal_weight=0 13296 215 13081 1080 1059 378 12001 681 661 346 11980 11872 11844 108 108 107 internal_count=13317 13296 215 13081 1080 1059 378 12001 681 661 346 11980 11872 11844 108 108 107 cat_boundaries=0 3 4 8 9 13 16 cat_threshold=0 16448 33554688 2603 67126016 65536 2164475904 16941600 2129 16384 0 212992 33312 0 0 6815744 is_linear=0 shrinkage=0.01 Tree=129 num_leaves=22 num_cat=7 split_feature=25 25 5 5 0 24 0 25 24 10 25 2 4 4 2 25 2 26 26 26 26 split_gain=110347 37047 31761.6 19162.6 17262.8 17053.4 34877.7 23453.3 30635.6 14349.5 10597.2 8606.8 8970.96 15729.2 8966.02 5000.57 7097.52 1792.65 1420.68 662.775 84.6507 threshold=0 1 27.130000000000006 181.87500000000003 8.3918550000000014 2 172.87500000000003 3 4 233.43000000000004 5 207.80256000000003 255.10500000000002 166.68000000000004 140.32000000000002 6 5.3227500000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 2 1 2 9 1 2 9 2 2 2 2 9 2 2 2 2 2 left_child=4 2 5 -4 18 10 7 17 -9 11 20 12 13 14 -3 16 -12 -7 -1 -17 -2 right_child=1 9 3 -5 -6 6 -8 8 -10 -11 15 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 leaf_value=0.18285246896155088 -0.07758274754539865 -0.0082573542416154947 0.43633573806647102 0.095546558264530068 0.52376368999481204 0.15690864022572837 0.45281655430793766 -0.065604585732145268 0.11407008370207676 -0.27627085122466088 -0.02431251445516425 -0.16047473475739765 -0.2142274727140154 0.23833329035685613 0.19855254468463718 0.054694816375124279 0.16487673813646492 0.23557822746889934 0.24088981238278476 0.099556456482599656 -0.094045989601872867 leaf_weight=81 61 11955 33 33 20 60 24 193 169 20 201 37 21 26 21 69 22 56 88 63 64 leaf_count=81 61 11955 33 33 20 60 24 193 169 20 201 37 21 26 21 69 22 56 88 63 64 internal_value=0 -0.00366492 0.0530836 0.265941 0.233591 0.039318 0.0792487 0.06215 0.0190882 -0.00862797 -0.00401024 -0.00819127 -0.00772263 -0.00736131 -0.00789471 0.0240725 -0.0054057 0.17942 0.213073 0.0707465 -0.0796407 internal_weight=0 13128 1048 66 189 982 502 478 362 12080 480 12060 12023 12002 11976 355 223 116 169 132 125 internal_count=13317 13128 1048 66 189 982 502 478 362 12080 480 12060 12023 12002 11976 355 223 116 169 132 125 cat_boundaries=0 3 7 8 12 13 17 21 cat_threshold=0 16448 256 67126016 0 2198028288 16941600 910 67108864 0 50331648 512 2065 67108864 0 2181038080 131072 512 0 65536 32 is_linear=0 shrinkage=0.01 Tree=130 num_leaves=16 num_cat=2 split_feature=4 25 7 0 25 26 0 7 10 17 2 10 4 2 8 split_gain=162586 79089.8 32892.3 26902.4 32764.4 38241.4 23618.9 19888.3 19528 19282.1 18043.3 12605.8 11340.8 9786.7 12168 threshold=293.85000000000008 0 36.89500000000001 172.87500000000003 1 2022.5000000000002 235.50000000000003 218.62500000000003 218.62500000000003 95.142500000000013 228.18750000000003 24.080000000000002 149.69580000000005 279.07800000000003 149.68000000000004 decision_type=2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 -5 -4 9 12 11 -6 13 14 -3 right_child=-2 8 7 6 10 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.05309769717129794 0.73638049745559697 -0.00843179601423928 0.52621789675492514 0.55264092445373536 0.032798873358547607 0.40192036694784961 0.11228301492230645 0.12252968746682871 -0.31993643490225077 0.28206315890602446 0.29856201176643371 -0.1999877252181371 0.17199744207518441 -0.2239593875975836 0.17829248564583913 leaf_weight=66 30 12148 26 21 757 60 29 23 20 23 25 24 35 21 35 leaf_count=66 30 12148 26 21 757 60 29 23 20 23 25 24 35 21 35 internal_value=0 -0.000624161 0.0830685 0.0712571 0.0591339 0.203086 0.297233 0.336732 -0.00771101 -0.00720804 0.0336925 0.0256454 -0.00775165 -0.00826716 -0.00789536 internal_weight=0 13313 1031 982 932 126 50 49 12282 12262 806 781 12239 12204 12183 internal_count=13343 13313 1031 982 932 126 50 49 12282 12262 806 781 12239 12204 12183 cat_boundaries=0 4 7 cat_threshold=67109632 2097168 2148139264 2269216 67109120 0 256 is_linear=0 shrinkage=0.01 Tree=131 num_leaves=14 num_cat=0 split_feature=4 13 0 0 10 26 4 9 5 3 3 0 13 split_gain=159351 29321.7 18031.2 57421.8 31437.7 25479 10629.2 18091.2 14540 9188.29 16256.9 2749.12 2472.52 threshold=293.85000000000008 55.232840000000003 172.87500000000003 217.36500000000004 250.05000000000004 2022.5000000000002 14.462000000000002 17.668762500000003 30.614000000000001 279.07800000000003 175.26000000000002 259.57500000000005 214.15000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 6 -5 9 8 -8 10 -1 -7 -3 right_child=-2 12 3 5 -6 11 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.0039747798850644509 0.7290167059898377 0.26375210517492048 0.53651678342085618 0.24395267234908211 -0.3642792269587517 -0.049775217446413909 0.017384650303993696 0.31287040332953137 0.287251421724047 -0.17566960734705769 0.18643411911858454 -0.1969477481842041 0.13474833865960439 leaf_weight=12595 30 39 26 27 24 22 405 24 21 31 45 30 24 leaf_count=12595 30 39 26 27 24 22 405 24 21 31 45 30 24 internal_value=0 -0.000617919 -0.00164126 0.128883 -0.00268386 -0.00527551 -0.00202245 0.0457377 0.0306879 -0.00371862 -0.0032969 -0.134682 0.214608 internal_weight=0 13313 13250 105 13145 79 13121 450 426 12671 12640 52 63 internal_count=13343 13313 13250 105 13145 79 13121 450 426 12671 12640 52 63 is_linear=0 shrinkage=0.01 Tree=132 num_leaves=14 num_cat=0 split_feature=4 13 0 0 10 26 7 7 4 5 6 0 13 split_gain=156180 28738.2 17672.4 56279.1 30812.1 24971.9 11492.6 12725.9 8452.07 17173.1 10785.7 2694.42 2423.32 threshold=293.85000000000008 55.232840000000003 172.87500000000003 217.36500000000004 250.05000000000004 2022.5000000000002 178.65425000000002 255.10500000000002 14.462000000000002 28.639500000000002 232.87500000000003 259.57500000000005 214.15000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 6 -5 8 -8 10 -10 -1 -7 -3 right_child=-2 12 3 5 -6 11 7 -9 9 -11 -12 -13 -14 leaf_value=-0.0036475894705275554 0.72172652753194177 0.26111458222071332 0.53115161033777092 0.2415131399366591 -0.36063644498586656 -0.049277464476498695 0.2817155803044637 -0.0095558530489603683 0.024763160782078138 0.28967545426808872 -0.17698523362477619 -0.19497827434539794 0.13340085387229919 leaf_weight=12583 30 39 26 27 24 22 30 30 416 26 36 30 24 leaf_count=12583 30 39 26 27 24 22 30 30 416 26 36 30 24 internal_value=0 -0.00061174 -0.00162484 0.127594 -0.00265702 -0.00522276 -0.00200223 0.13608 -0.00263656 0.0403462 -0.00414209 -0.133336 0.212462 internal_weight=0 13313 13250 105 13145 79 13121 60 13061 442 12619 52 63 internal_count=13343 13313 13250 105 13145 79 13121 60 13061 442 12619 52 63 is_linear=0 shrinkage=0.01 Tree=133 num_leaves=18 num_cat=6 split_feature=8 25 4 6 24 25 25 0 25 26 17 3 26 26 5 25 26 split_gain=158048 96432.2 106856 57585.9 36770.1 41042.2 22395.3 14006.3 12442.2 10925 10820.5 8554.51 7767.16 7490.93 7179.89 5118.78 48.3952 threshold=341.27040000000005 0 272.07425000000006 218.62500000000003 1 2 3 181.87500000000003 4 2022.5000000000002 90.340000000000018 177.71725000000004 2022.5000000000002 2022.5000000000002 172.87500000000003 5 2022.5000000000002 decision_type=2 9 2 2 1 9 9 2 9 2 2 2 2 2 2 9 2 left_child=1 2 3 4 5 9 7 -6 13 -1 11 14 -7 -3 15 -10 -8 right_child=-2 8 -4 -5 6 12 16 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.058555483008330723 0.88928980445861816 -0.032081893743094753 0.76259519452634073 0.48554722554755936 -0.030841478197709007 0.15960066524562458 0.11359164982131034 0.21671362216273946 0.0017550625145201109 -0.15086722480489853 0.21926285425821943 0.14818132809230261 0.26526460751082548 -0.18829032786190511 0.13891630779613148 -0.012842214355131738 0.10382344617293431 leaf_weight=53 20 59 23 33 479 151 99 24 3330 47 21 35 129 64 33 8639 104 leaf_count=53 20 59 23 33 479 151 99 24 3330 47 21 35 129 64 33 8639 104 internal_value=0 -0.000331245 0.0871229 0.0740177 0.0615127 0.139312 0.017418 -0.0186588 -0.00859476 -0.0362484 -0.00752696 -0.00792887 0.201099 -0.104838 -0.00838412 -0.00879024 0.103489 internal_weight=0 13323 1142 1119 1086 380 706 503 12181 100 12058 12037 280 123 12002 11969 203 internal_count=13343 13323 1142 1119 1086 380 706 503 12181 100 12058 12037 280 123 12002 11969 203 cat_boundaries=0 4 5 8 12 15 19 cat_threshold=67109632 80 2181693696 2269728 1602 67109120 0 2181562368 67109376 80 131328 131072 0 16384 1080033280 2281702417 140749448 537205760 16781312 is_linear=0 shrinkage=0.01 Tree=134 num_leaves=23 num_cat=9 split_feature=8 25 24 7 9 8 25 24 5 26 5 25 19 24 26 3 25 25 24 13 26 26 split_gain=154903 94370 84531.8 90710.2 25782.9 20199.2 19288.4 20846.7 15675.6 13989.7 12742.7 12191.2 9965.66 8445.22 7341.86 7267.97 7139.54 5546.72 7618.17 3256.02 927.769 58.6325 threshold=341.27040000000005 0 1 148.98750000000004 15.587750000000002 25.505000000000003 2 3 2.822397 2022.5000000000002 39.495000000000012 4 54.201000000000008 5 2022.5000000000002 177.71725000000004 6 7 8 13.812500000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 9 1 2 2 2 9 2 1 2 2 9 9 1 2 2 2 left_child=1 2 3 4 5 8 7 9 -1 -4 13 14 15 21 -3 17 -15 18 -13 -19 -9 -8 right_child=-2 11 6 -5 -6 -7 10 20 -10 -11 -12 12 -14 16 -16 -17 -18 19 -20 -21 -22 -23 leaf_value=0.19564478081486286 0.88039691925048835 -0.031761076248298256 0.10768157664934794 0.85380605743044902 0.50023704943449598 -0.13189761835595834 -0.07488828134536743 -0.0070608737766742705 -0.087736080487569187 0.33295225854013483 -0.25226693471272787 0.022862155845119095 0.19609954426685972 0.048763621424016579 -0.18640742346644401 0.13206133868243244 -0.045110180131320295 -0.013387166258403294 -0.0081195124840740748 0.046430828823991445 0.040252053848532747 -0.08969906614376949 leaf_weight=277 20 59 60 21 23 23 55 80 21 51 21 1178 24 271 64 37 106 8340 2382 92 86 52 leaf_count=277 20 59 60 21 23 23 55 80 21 51 21 1178 24 271 64 37 106 8340 2382 92 86 52 internal_value=0 -0.000328016 0.0859811 0.210008 0.176811 0.153637 0.0261708 0.091771 0.175675 0.193731 -0.0108952 -0.0085221 -0.00746467 -0.000647542 -0.103789 -0.00787702 0.0218858 -0.00830879 0.00216761 -0.0127194 0.0164591 -0.0750701 internal_weight=0 13323 1147 365 344 321 782 277 298 111 505 12176 12053 484 123 12029 377 11992 3560 8432 166 107 internal_count=13343 13323 1147 365 344 321 782 277 298 111 505 12176 12053 484 123 12029 377 11992 3560 8432 166 107 cat_boundaries=0 4 5 9 10 13 14 18 22 23 cat_threshold=67109632 80 2148139264 19046944 3648 256 64 2148139008 2129952 138 0 16384 1080033280 384 512 16 0 512 2281702417 2288233096 570776576 4096 533 is_linear=0 shrinkage=0.01 Tree=135 num_leaves=20 num_cat=7 split_feature=25 8 25 1 1 3 24 4 25 25 7 1 25 26 1 5 25 1 26 split_gain=110863 55209.7 26099.7 35949.4 54429.2 36096.9 24890.4 29659 26066 21466.4 14012.4 12933 7947.97 5075.2 4278.21 3760.98 3945.97 1469.73 2085.9 threshold=0 263.93200000000007 1 21.947000000000003 32.511500000000005 16.594211000000005 2 189.44922000000003 3 4 114.42500000000001 157.57350000000002 5 2022.5000000000002 181.87500000000003 217.36500000000004 6 6.3720000000000008 2022.5000000000002 decision_type=9 2 9 2 2 2 1 2 9 9 2 2 9 2 2 2 9 2 2 left_child=17 2 3 6 -5 14 7 8 -2 13 12 15 -8 -4 -6 16 -11 18 -1 right_child=1 -3 9 4 5 -7 10 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.22287981067384993 -0.0073914902138888395 0.44677709367540147 -0.094931700359691271 0.64662841780619196 0.045406224216733668 0.39667334120849085 -0.055806277075575457 0.43942812991142277 0.1126959583513877 0.00097207826626684898 -0.26073918938636781 0.19754195133845012 0.011685494403531132 -0.2341367467880249 -0.10947078950943485 -0.14737269139289855 -0.013274656560844185 0.1670231909751892 0.29400224261813696 leaf_weight=84 391 27 55 22 42 29 278 20 330 2504 24 30 439 50 31 20 8766 20 81 leaf_count=84 391 27 55 22 42 29 278 20 330 2504 24 30 439 50 31 20 8766 20 81 internal_value=0 -0.00494644 -0.00588619 0.0317456 0.195507 0.0982058 0.0182578 0.0587766 0.0490328 -0.011194 -0.0227472 -0.00980369 -0.0150982 -0.147201 -0.0203635 -0.0103633 -0.0101202 0.235264 0.257794 internal_weight=0 13058 13031 1606 124 102 1482 741 721 11425 741 11320 717 105 73 11290 11270 185 165 internal_count=13243 13058 13031 1606 124 102 1482 741 721 11425 741 11320 717 105 73 11290 11270 185 165 cat_boundaries=0 3 7 8 12 15 19 23 cat_threshold=0 16448 256 134234880 16 591609856 172576 1145 17152 0 536870912 512 0 0 1076363264 134217984 16 50331648 32 71828504 2154367496 269312 33554432 is_linear=0 shrinkage=0.01 Tree=136 num_leaves=20 num_cat=7 split_feature=25 8 0 25 1 0 3 24 2 25 25 7 1 25 1 26 5 25 26 split_gain=108656 54110.9 27359.5 25585 35232.3 66814.1 38520.3 24407.1 24391.4 26205.7 21039.2 13732.9 12675.7 7794.92 5244.24 4974.21 3686.13 3867.55 3146.42 threshold=0 263.93200000000007 22.196000000000005 1 21.947000000000003 33.12850000000001 16.594211000000005 2 67.575000000000003 3 4 114.42500000000001 157.57350000000002 5 33.286525000000005 2022.5000000000002 217.36500000000004 6 2022.5000000000002 decision_type=9 2 2 9 2 2 2 1 2 9 9 2 2 9 2 2 2 9 2 left_child=2 3 18 4 7 6 14 8 9 -2 15 13 16 -9 -6 -5 17 -12 -1 right_child=1 -3 -4 10 5 -7 -8 11 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.15869280249984175 -0.012577695045521651 0.4423093209443269 0.59479882526397698 -0.093982385548678313 0.12407415497303011 0.6933694828640331 0.45632480794733221 -0.055267591662704944 0.33356110634342317 0.10830765325576067 0.00096239609012562508 -0.2581317929426829 0.19556653324762979 0.011571240989296367 -0.06290610869725545 -0.23179538364410401 -0.14589896297454835 -0.013142061194160032 0.24604391211555118 leaf_weight=81 368 27 20 55 20 22 22 278 31 342 2504 24 30 439 60 50 20 8766 84 leaf_count=81 368 27 20 55 20 22 22 278 31 342 2504 24 30 439 60 50 20 8766 84 internal_value=0 -0.0048966 0.232912 -0.00582696 0.0314319 0.193552 0.0857477 0.0180793 0.0582028 0.0469999 -0.0110822 -0.0225256 -0.00970576 -0.0149534 -0.016161 -0.145729 -0.0102598 -0.0100191 0.203162 internal_weight=0 13058 185 13031 1606 124 102 1482 741 710 11425 741 11320 717 80 105 11290 11270 165 internal_count=13243 13058 185 13031 1606 124 102 1482 741 710 11425 741 11320 717 80 105 11290 11270 165 cat_boundaries=0 3 7 8 11 14 18 22 cat_threshold=0 16448 256 134234880 16 591609856 172576 1145 17152 0 536870912 0 0 1076363264 134217984 16 50331648 32 71828504 2154367496 269312 33554432 is_linear=0 shrinkage=0.01 Tree=137 num_leaves=16 num_cat=0 split_feature=10 7 1 1 4 13 4 3 11 6 1 2 7 1 6 split_gain=67073.2 33395.2 17595.8 16345.1 13507.5 32179.1 36975.9 18710 10568.6 10011.2 9517.61 7043.58 3107.18 2592.35 652.313 threshold=279.07800000000003 162.18600000000004 26.955000000000002 148.98750000000004 26.586000000000002 38.870000000000012 30.100200000000005 25.910000000000004 151.37020000000004 149.26580000000004 263.93200000000007 293.85000000000008 239.51250000000002 220.33000000000001 272.07425000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 12 4 8 6 -6 -8 9 11 13 -1 -3 -5 -11 right_child=-2 2 -4 10 5 -7 7 -9 -10 14 -12 -13 -14 -15 -16 leaf_value=-0.0047183834524055536 0.53816392235133959 0.19818333314812703 0.43346996639085855 0.16018262922763823 0.33447959260808097 0.44799931311607361 -0.032364375193913782 0.27217668338255452 -0.17046819026653584 -0.11203014039993286 0.00050757032452207625 -0.18801239967346192 0.04938629547754924 0.30317093599410283 -0.18281516728193864 leaf_weight=12618 23 23 23 32 36 20 243 22 39 30 33 21 36 21 23 leaf_count=12618 23 23 23 32 36 20 243 22 39 30 33 21 36 21 23 internal_value=0 -0.0023267 0.198853 -0.00358235 -0.00448775 0.0595782 0.0337695 -0.00708172 -0.00610311 -0.00559805 0.133828 -0.00502293 0.107392 0.216838 -0.142748 internal_weight=0 13220 82 13138 13052 321 301 265 12731 12692 86 12639 59 53 53 internal_count=13243 13220 82 13138 13052 321 301 265 12731 12692 86 12639 59 53 53 is_linear=0 shrinkage=0.01 Tree=138 num_leaves=20 num_cat=7 split_feature=25 8 0 25 1 0 3 24 4 25 25 7 1 25 1 26 17 25 26 split_gain=106303 52916.3 26645.8 24955.6 34040.7 65347.6 37593.5 23910.7 28799 25101.6 20631.5 13593.9 12189.9 7652.37 5194.01 4878.28 3555.36 3263.87 3060.46 threshold=0 263.93200000000007 22.196000000000005 1 21.947000000000003 33.12850000000001 16.594211000000005 2 189.44922000000003 3 4 114.42500000000001 157.57350000000002 5 33.286525000000005 2022.5000000000002 67.162500000000009 6 2022.5000000000002 decision_type=9 2 2 9 2 2 2 1 2 9 9 2 2 9 2 2 2 9 2 left_child=2 3 18 4 7 6 14 8 9 -2 15 13 16 -9 -6 -5 17 -12 -1 right_child=1 -3 -4 10 5 -7 -8 11 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.15720059441931455 -0.0073353131037400543 0.43741136303654421 0.58755271625518801 -0.093026819229125979 0.12267533320188523 0.68470501509579751 0.44988011967052111 -0.054676084075536993 0.43272488737106324 0.11050600995035734 -0.020025441296635388 -0.25667585929234821 0.19172280502319336 0.011546656364587474 -0.063407343745231631 -0.2295045781135559 0.11987431824207306 -0.0073386449777480753 0.24335023017156693 leaf_weight=81 391 27 20 55 20 22 22 278 20 330 2665 24 30 439 60 50 21 8604 84 leaf_count=81 391 27 20 55 20 22 22 278 20 330 2665 24 30 439 60 50 21 8604 84 internal_value=0 -0.00483036 0.230388 -0.00575039 0.0310474 0.190403 0.0837885 0.0179235 0.0576366 0.0480313 -0.0109406 -0.022267 -0.00957759 -0.0147312 -0.0168867 -0.144276 -0.010121 -0.0103632 0.201059 internal_weight=0 13058 185 13031 1606 124 102 1482 741 721 11425 741 11320 717 80 105 11290 11269 165 internal_count=13243 13058 185 13031 1606 124 102 1482 741 721 11425 741 11320 717 80 105 11290 11269 165 cat_boundaries=0 3 7 8 12 15 19 23 cat_threshold=0 16448 256 134234880 16 591609856 172576 1145 17152 0 536870912 512 0 0 1076363264 134217984 16 50331648 32 2426915 1342452132 2214601460 21055496 is_linear=0 shrinkage=0.01 Tree=139 num_leaves=9 num_cat=0 split_feature=3 8 6 2 19 5 14 3 split_gain=65625.4 52184.6 53146.1 16119.4 12191.1 13299.4 16194.1 4304.03 threshold=216.24000000000004 284.98750000000007 297.60100000000006 293.85000000000008 74.97834300000001 296.22550000000007 182.65800000000004 333.3454000000001 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -2 right_child=7 -3 -4 -5 -6 -7 -8 -9 leaf_value=-0.0046038293596784427 0.2419356700181961 0.48366823369806461 0.43943447289643467 -0.24436500225748337 0.24253023710846902 -0.25021289825439452 0.26097709593565571 0.40358849593571255 leaf_weight=13033 40 22 27 28 20 22 23 28 leaf_count=13033 40 22 27 28 20 22 23 28 internal_value=0 -0.0029594 -0.00377334 -0.00468502 -0.00417265 -0.00454992 -0.00413597 0.308499 internal_weight=0 13175 13153 13126 13098 13078 13056 68 internal_count=13243 13175 13153 13126 13098 13078 13056 68 is_linear=0 shrinkage=0.01 Tree=140 num_leaves=13 num_cat=2 split_feature=8 25 25 10 11 26 14 5 0 15 17 3 split_gain=123161 96822.2 31991.5 43071 15368.7 14434.3 10364.8 9565.86 8057.55 8027.46 7517.03 5420.44 threshold=312.55000000000013 0 1 42.305000000000007 38.841000000000015 2022.5000000000002 2.2105000000000006 217.36500000000004 6.5057 154.53000000000006 95.142500000000013 216.24000000000004 decision_type=2 9 9 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 6 -1 8 9 -3 10 11 -4 right_child=-2 2 7 -5 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.12947303360343998 0.78559452724456791 0.059144766840423857 -0.0085622158771464559 0.41100313723087312 -0.19698913786146377 0.28758300128735992 -0.16981195471503518 -0.19603297074635823 -0.038285855308492135 0.19258079099655154 0.18110185566402617 0.14187221308549247 leaf_weight=117 20 875 11950 32 27 114 22 27 94 20 21 24 leaf_count=117 20 875 11950 32 27 114 22 27 94 20 21 24 internal_value=0 0.00027257 -0.00338127 0.0492928 0.0384069 0.198891 0.0448203 -0.00801126 0.0496933 -0.00759541 -0.00792917 -0.00826069 internal_weight=0 13323 13092 1050 1018 231 991 12042 969 12015 11995 11974 internal_count=13343 13323 13092 1050 1018 231 991 12042 969 12015 11995 11974 cat_boundaries=0 3 7 cat_threshold=0 16448 2097408 67109632 32768 3242934272 172064 is_linear=0 shrinkage=0.01 Tree=141 num_leaves=17 num_cat=2 split_feature=25 25 0 10 11 14 5 5 6 4 4 5 26 17 15 10 split_gain=117183 44559.4 28615.2 24917.7 18314.7 15361.7 15573.3 40256.6 14277.8 10468.7 24163.5 8713.21 8659.69 7072.54 4932.7 4749.25 threshold=0 1 22.196000000000005 211.12500000000003 38.841000000000015 2.2105000000000006 38.528000000000006 189.44922000000003 228.56250000000003 149.69580000000005 233.80500000000004 205.12500000000003 2022.5000000000002 95.142500000000013 131.43000000000004 149.68000000000004 decision_type=9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 12 4 5 6 8 -8 -2 11 -11 13 -1 14 15 -3 right_child=1 9 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=0.1429471428129408 0.059190111877299598 -0.0086343685659659927 0.6104110488891602 0.38927808176387435 -0.190239198130946 -0.17966406363028067 0.56767476501918979 -0.0072289687189562571 -0.18747619926929474 0.36279265796144805 -0.090792774221171491 -0.19157670956391556 0.28456365792148086 0.17957861357927321 0.14449579420543854 -0.15915247551032477 leaf_weight=90 1055 11806 20 22 31 27 21 29 24 24 23 26 83 20 21 21 leaf_count=90 1055 11806 20 22 31 27 21 29 24 24 23 26 83 20 21 21 internal_value=0 -0.00224486 0.239863 0.0553515 0.0496287 0.0560612 0.0616986 0.234231 0.0537036 -0.0081178 0.140825 -0.00871318 0.21089 -0.00831257 -0.00862974 -0.00890163 internal_weight=0 13150 193 1209 1187 1156 1129 50 1079 11941 47 11894 173 11868 11848 11827 internal_count=13343 13150 193 1209 1187 1156 1129 50 1079 11941 47 11894 173 11868 11848 11827 cat_boundaries=0 3 7 cat_threshold=0 16448 256 67109632 2129920 3245031424 172064 is_linear=0 shrinkage=0.01 Tree=142 num_leaves=9 num_cat=0 split_feature=8 0 7 4 5 4 8 4 split_gain=120260 62350.6 40153.7 27622.8 13660.5 12416.4 10439.5 1009.58 threshold=312.55000000000013 344.25000000000006 279.07800000000003 333.3454000000001 296.22550000000007 207.80256000000003 157.13100000000003 238.08750000000003 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=-0.00065151731568278178 0.7762754364013672 0.43439276984243685 0.38442687069928205 -0.35565237305381081 -0.25586258933657691 0.21681014204025267 -0.14995368774901047 0.1223066027347858 leaf_weight=13127 20 33 27 22 21 20 47 26 leaf_count=13127 20 33 27 22 21 20 47 26 internal_value=0 0.000257667 -0.00082032 -0.00160458 -0.00101633 -0.000611507 -0.00118417 0.163395 internal_weight=0 13323 13290 13263 13241 13220 13174 46 internal_count=13343 13323 13290 13263 13241 13220 13174 46 is_linear=0 shrinkage=0.01 Tree=143 num_leaves=9 num_cat=0 split_feature=8 0 7 4 5 4 8 4 split_gain=117867 61109.8 39354.7 27073.1 13388.6 12169.3 10231.7 989.492 threshold=312.55000000000013 344.25000000000006 279.07800000000003 333.3454000000001 296.22550000000007 207.80256000000003 157.13100000000003 238.08750000000003 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=-0.0006450020545476201 0.76851269912719733 0.43004883289337159 0.38058261730052806 -0.35209584843028674 -0.25330396334330241 0.21464204263687134 -0.14845415115356445 0.1210835337638855 leaf_weight=13127 20 33 27 22 21 20 47 26 leaf_count=13127 20 33 27 22 21 20 47 26 internal_value=0 0.000255091 -0.000812117 -0.00158854 -0.00100617 -0.000605391 -0.00117233 0.161761 internal_weight=0 13323 13290 13263 13241 13220 13174 46 internal_count=13343 13323 13290 13263 13241 13220 13174 46 is_linear=0 shrinkage=0.01 Tree=144 num_leaves=19 num_cat=8 split_feature=8 25 24 26 25 10 24 25 24 24 25 15 7 2 8 3 26 26 split_gain=115521 92557.2 260303 60911.4 30587.5 41909.5 36166.2 14417.2 20690.7 17285 9179.04 7797.25 6442.68 6015.83 5894.4 5717.1 870.681 779.713 threshold=312.55000000000013 0 1 2022.5000000000002 2 42.305000000000007 3 4 5 6 7 154.53000000000006 8.0855000000000015 207.80256000000003 185.73222000000001 216.24000000000004 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 9 2 1 9 1 1 9 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 8 -3 -9 12 13 -8 14 15 -6 -4 -12 right_child=-2 4 16 -5 11 -7 10 9 -10 -11 17 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.37981050950176309 0.76082755279541026 0.12259838958220048 -0.083244258910417562 0.87430594423983965 -0.0078446762087206277 0.40498106569051745 -0.0053747351440118565 0.24101386289896926 -0.040744811280777581 0.048281290636653394 -0.070411328557249797 0.18943164241313934 0.17943321180343627 -0.14961280965805054 -0.17935896921157837 0.14996789704198421 -0.13481907816075567 -0.1161885048945745 leaf_weight=53 20 155 64 47 11949 32 332 117 142 103 77 20 20 30 20 23 67 72 leaf_count=53 20 155 64 47 11949 32 332 117 142 103 77 20 20 30 20 23 67 72 internal_value=0 0.00025254 0.194447 0.556567 -0.00331989 0.0481854 0.0374431 0.0950665 0.0457183 0.156802 -0.0234501 -0.00784714 0.00498412 -0.00818186 -0.00782805 -0.00754149 -0.101848 -0.0867122 internal_weight=0 13323 231 100 13092 1050 1018 517 297 220 501 12042 352 12022 11992 11972 131 149 internal_count=13343 13323 231 100 13092 1050 1018 517 297 220 501 12042 352 12022 11992 11972 131 149 cat_boundaries=0 3 4 8 9 12 13 14 17 cat_threshold=0 16448 2097408 570 67109632 32768 3242934272 172064 2289 512 32768 16908288 81 2240 67109376 32768 3221241856 is_linear=0 shrinkage=0.01 Tree=145 num_leaves=23 num_cat=10 split_feature=8 25 24 26 1 25 1 25 24 7 25 25 26 14 25 7 24 25 8 26 26 26 split_gain=91642.1 61894.2 62778.3 69056.3 36659.5 28147.4 18278.5 12235 22245.4 36476.3 21138.5 17973.2 10616.5 10521.5 9528.96 6145.11 2583.55 3678.72 1240.8 1194.43 950.157 603.883 threshold=341.27040000000005 0 1 2022.5000000000002 105.004 2 272.07425000000006 3 4 42.305000000000007 5 6 2022.5000000000002 26.412000000000003 7 132.16975000000005 8 9 55.017450000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 9 2 9 1 2 9 9 2 2 9 2 1 9 2 2 2 2 left_child=1 2 3 -1 5 21 7 8 9 10 -3 19 -7 -13 20 -11 17 -16 -18 -10 -9 -4 right_child=-2 6 4 -5 -6 12 -8 14 11 15 -12 13 -14 -15 16 -17 18 -19 -20 -21 -22 -23 leaf_value=0.092712836844580523 0.67596177482604991 0.1530829218507723 -0.062802572902880216 0.55100632067649591 0.35123010852757625 0.17970610900358722 -0.28751629062320877 -0.073509044041709298 -0.10539015020642963 0.21488397325788225 0.019240056610888231 -0.0077120666404782556 0.019471609286772901 0.19162687257484157 -0.017159877260960299 0.4598084012269974 -0.01302816496267962 0.0053568806299841443 -0.078589432260085801 -0.16773293018341065 -0.12821558037772776 -0.099054298508033323 leaf_weight=70 20 121 95 62 34 88 23 63 63 21 1303 1371 78 27 1088 20 6317 2131 29 60 64 89 leaf_count=70 20 121 95 62 34 88 23 63 63 21 1303 1371 78 27 1088 20 6317 2131 29 60 64 89 internal_value=0 -0.00146276 0.104838 0.286284 0.0367834 0.00728813 -0.00585936 -0.00535301 0.0123237 0.0400168 0.0318231 -0.0144369 0.0984825 -0.00383474 -0.0108006 0.334359 -0.00960318 -0.0022832 -0.0133068 -0.125591 -0.0936998 -0.0761963 internal_weight=0 13217 516 132 384 350 12701 12678 2986 1465 1424 1521 166 1398 9692 41 9565 3219 6346 123 127 184 internal_count=13237 13217 516 132 384 350 12701 12678 2986 1465 1424 1521 166 1398 9692 41 9565 3219 6346 123 127 184 cat_boundaries=0 4 5 9 13 14 17 20 23 24 28 cat_threshold=256 64 3255435520 172064 656 256 64 524544 32768 134218241 2288550040 560271360 16777216 1652 0 524304 2162688 0 2097168 2097152 16384 16384 17408 1031 1386688514 302060836 32788 33554458 is_linear=0 shrinkage=0.01 Tree=146 num_leaves=19 num_cat=8 split_feature=4 25 13 2 25 24 25 25 26 1 24 25 3 25 1 26 13 26 split_gain=125408 55009.3 25011.5 35624.5 16732.1 50748.8 45713.9 23626.1 16183.5 14743.6 12440.3 8931.59 8573.11 7997.37 5632.9 4560.1 2115.1 1060.67 threshold=344.25000000000006 0 55.232840000000003 16.594211000000005 1 2 3 4 2022.5000000000002 114.12500000000001 5 6 177.71725000000004 7 220.33000000000001 2022.5000000000002 175.27925000000002 2022.5000000000002 decision_type=2 9 2 2 9 1 9 9 2 2 1 9 2 9 2 2 2 2 left_child=1 8 4 16 5 6 13 10 -1 -9 -7 17 14 -3 -13 -8 -4 -6 right_child=-2 2 3 -5 11 7 15 9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=0.098191081982738557 0.66810193947383345 -0.03333752130394551 -0.018021254274580213 0.54137891769409185 -0.068582645522223581 -0.0049358603522533509 0.19289841175079347 0.0074847783257899663 0.33707428369365761 0.21344592882527244 -0.14306687255815276 -0.0090316675846022227 0.19849680638313294 0.075643635297850745 0.15894237494468688 0.29038861325446597 0.11247703904690949 -0.12684385209314283 leaf_weight=53 28 124 27 20 63 117 98 1006 61 36 163 11093 20 129 20 94 23 62 leaf_count=53 28 124 27 20 63 117 98 1006 61 36 163 11093 20 129 20 94 23 62 internal_value=0 -0.00185077 -0.00383155 0.184685 -0.00484763 0.0236827 0.11483 -0.00763039 0.207788 0.0144617 -0.0875084 -0.00933835 -0.00834959 0.0229933 -0.00872937 0.228716 0.042008 -0.0902594 internal_weight=0 13209 13095 70 13025 1767 445 1322 114 1042 280 11258 11133 253 11113 192 50 125 internal_count=13237 13209 13095 70 13025 1767 445 1322 114 1042 280 11258 11133 253 11113 192 50 125 cat_boundaries=0 4 8 9 12 16 17 20 23 cat_threshold=0 0 37748992 32768 134218497 2654224 3240820736 16916512 100 134218496 32768 17301504 0 524304 2149646336 131104 1409 16384 16384 17408 134217728 0 17301504 is_linear=0 shrinkage=0.01 Tree=147 num_leaves=13 num_cat=3 split_feature=4 25 0 13 2 25 10 0 25 1 13 1 split_gain=122913 53915 27297.1 24662.8 34915.6 14242.2 21267.7 16558.8 9163.79 11365 2073.01 1729.07 threshold=344.25000000000006 0 344.25000000000006 55.232840000000003 16.594211000000005 1 25.914500000000007 7.8500000000000005 2 263.93200000000007 175.27925000000002 36.725000000000009 decision_type=2 9 2 2 2 9 2 2 9 2 2 2 left_child=1 -1 3 5 10 6 7 -3 11 -10 -5 -7 right_child=-2 2 -4 4 -6 8 -8 -9 9 -11 -12 -13 leaf_value=0.20570968850966423 0.66142090337617065 0.075307941689865862 0.36536050939559933 -0.01784104276586462 0.53596511697769167 -0.067538662897703244 -0.26634292239234564 -0.13191487391789755 -0.0057315339515844454 -0.23856743085952034 0.11135226394819175 0.028501115322113035 leaf_weight=114 28 471 20 27 20 299 21 42 12131 21 23 20 leaf_count=114 28 471 20 27 20 299 21 42 12131 21 23 20 internal_value=0 -0.00183306 -0.00379404 -0.00436161 0.182839 -0.00536923 0.0447361 0.0583423 -0.00754452 -0.00612886 0.0415879 -0.0596475 internal_weight=0 13209 13095 13075 70 13005 534 513 12471 12152 50 319 internal_count=13237 13209 13095 13075 70 13005 534 513 12471 12152 50 319 cat_boundaries=0 4 8 11 cat_threshold=0 0 37748992 32768 256 2129936 1076559872 16916512 16384 81984 17408 is_linear=0 shrinkage=0.01 Tree=148 num_leaves=13 num_cat=0 split_feature=8 0 7 13 13 0 12 3 13 7 0 12 split_gain=88723.2 40162.1 37224.5 15722.2 13897.3 12233 6659.57 7816.74 6626.27 5919.35 456.728 99.1195 threshold=341.27040000000005 344.25000000000006 211.12500000000003 55.232840000000003 214.15000000000003 220.33000000000001 115.96500000000002 114.12500000000001 92.932500000000019 333.3454000000001 259.57500000000005 227.60400000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 -5 -4 -7 -8 right_child=-2 -3 9 4 -6 10 11 -9 -10 -11 -12 -13 leaf_value=-0.0037793732904693456 0.6651172752380371 0.39120810948885409 0.17628958557591293 0.11553759932518005 -0.042854206848144533 -0.19180572234667265 -0.11456594803116538 0.084107972874360934 0.35974321880340576 0.39105647314162484 -0.12989707513289017 -0.14532534492015839 leaf_weight=12875 20 26 33 20 25 26 22 102 25 21 22 20 leaf_count=12875 20 26 33 20 25 26 22 102 25 21 22 20 internal_value=0 -0.00143133 -0.00220524 -0.00328226 0.146185 -0.00408296 -0.00349546 -0.00308857 0.251207 0.25981 -0.163431 -0.129213 internal_weight=0 13217 13191 13137 70 13067 13019 12977 45 54 48 42 internal_count=13237 13217 13191 13137 70 13067 13019 12977 45 54 48 42 is_linear=0 shrinkage=0.01 Tree=149 num_leaves=26 num_cat=12 split_feature=8 25 3 24 26 6 25 25 25 24 13 7 25 5 26 24 25 12 25 26 26 25 26 26 25 split_gain=86957.6 59123.7 90355.1 53343.6 91952.2 27168.8 37759.8 10373.4 8325.08 20293.8 34628.2 25205.5 19022.8 7789.08 6250.65 2629.78 3772.01 3346.05 1295.25 1219.13 931.749 911.3 872.844 871.634 170.541 threshold=341.27040000000005 0 228.18750000000003 1 2022.5000000000002 29.757000000000005 2 3 4 5 49.620000000000012 42.305000000000007 6 109.45500000000001 2022.5000000000002 7 8 22.198000000000004 9 2022.5000000000002 2022.5000000000002 10 2022.5000000000002 2022.5000000000002 11 decision_type=2 9 2 1 2 2 9 9 9 1 2 2 9 2 2 1 9 2 9 2 2 9 2 2 9 left_child=1 2 3 4 -1 6 23 22 9 10 11 -9 19 -14 -8 16 24 -18 20 -11 -17 -20 -3 -5 -10 right_child=-2 7 -4 5 -6 -7 14 8 15 12 -12 -13 13 -15 -16 18 17 -19 21 -21 -22 -23 -24 -25 -26 leaf_value=0.008682428309411714 0.65846610260009775 -0.073037093058228489 0.76345135807991027 -0.10228492811501745 0.54958464320500688 0.35455656528472901 0.14252751139494088 0.023952601999891077 -0.029812520721863054 -0.10810603185800405 0.43964924653371179 0.29191820482412978 -0.0017702947858466158 -0.19582631304150536 0.026925014664145076 -0.016509142550639809 0.0046940648401753186 0.13155486788068499 -0.003620093776520355 -0.17008925199508668 -0.054099548752693565 -0.013858872202630896 -0.1252638970501721 -0.14915760642603823 -0.015067210867599237 leaf_weight=66 20 64 20 83 60 22 104 1408 106 65 21 36 1374 21 85 128 2090 21 1082 62 136 5013 64 76 1010 leaf_count=66 20 64 20 83 60 22 104 1408 106 65 21 36 1374 21 85 128 2090 21 1082 62 136 5013 64 76 1010 internal_value=0 -0.00141702 0.102478 0.0778916 0.246677 0.0133845 -0.00779925 -0.00571411 -0.00476363 0.00979306 0.0362488 0.0306332 -0.0157423 -0.00465818 0.0859874 -0.00930497 -0.0019319 0.00592798 -0.0130377 -0.128266 -0.0345646 -0.0120502 -0.0919657 -0.117311 -0.0167201 internal_weight=0 13217 516 496 126 370 348 12701 12573 2987 1465 1444 1522 1395 189 9586 3227 2111 6359 127 264 6095 128 159 1116 internal_count=13237 13217 516 496 126 370 348 12701 12573 2987 1465 1444 1522 1395 189 9586 3227 2111 6359 127 264 6095 128 159 1116 cat_boundaries=0 4 5 9 12 16 17 20 21 25 29 33 37 cat_threshold=256 64 3255435520 172064 656 0 64 524544 32768 16384 16384 17408 134218241 2288549912 560271360 16777216 1652 0 2097168 2097152 1031 1386688522 302060836 32788 33554458 67108864 1073817728 2560 513 541663256 33685504 1048584 33558538 73728 65536 0 33554432 is_linear=0 shrinkage=0.01 Tree=150 num_leaves=8 num_cat=0 split_feature=8 3 0 12 10 4 7 split_gain=126671 52340.1 28772.5 27295.3 19517.9 19526.1 15069.7 threshold=341.27040000000005 333.3454000000001 344.25000000000006 246.67500000000004 206.27675000000002 293.85000000000008 255.10500000000002 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=-0.0030963708712066595 0.75687063563953749 0.40785695898917412 0.29138295896125566 0.36488084208965305 -0.22538606598973274 -0.28335857105255124 -0.22383935666853383 leaf_weight=13040 22 31 33 20 40 25 31 leaf_count=13040 22 31 33 20 40 25 31 internal_value=0 -0.00256114 -0.00352581 -0.00426554 -0.00482758 -0.00415391 -0.0036199 internal_weight=0 13220 13189 13156 13136 13096 13071 internal_count=13242 13220 13189 13156 13136 13096 13071 is_linear=0 shrinkage=0.01 Tree=151 num_leaves=11 num_cat=0 split_feature=8 9 4 4 4 5 13 6 0 13 split_gain=124150 51663.3 27607.3 70430.6 40152.9 14556.8 13750 15349.1 17055.2 3077.5 threshold=341.27040000000005 282.93750000000006 216.24000000000004 365.72000000000008 263.93200000000007 333.3454000000001 55.232840000000003 272.07425000000006 344.25000000000006 201.75000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 6 7 8 -1 -8 right_child=-2 -3 3 -5 -6 -7 9 -9 -10 -11 leaf_value=-0.004561389419106888 0.74930192947387697 0.49307002635229202 0.15389959414800009 -0.2742183265231905 0.76058569204807291 -0.2613560000332919 0.20409659379237408 -0.22684996835647092 0.2622620165348053 0.054743988080458203 leaf_weight=12998 22 21 24 21 20 22 37 31 24 22 leaf_count=12998 22 21 24 21 20 22 37 31 24 22 internal_value=0 -0.00253553 -0.00332405 0.202257 0.429666 -0.00434147 -0.00391024 -0.00459871 -0.00406962 0.148406 internal_weight=0 13220 13199 65 44 13134 13112 13053 13022 59 internal_count=13242 13220 13199 65 44 13134 13112 13053 13022 59 is_linear=0 shrinkage=0.01 Tree=152 num_leaves=20 num_cat=7 split_feature=4 4 25 24 6 24 0 25 25 25 6 26 25 0 3 3 26 6 26 split_gain=113137 174569 38539.7 37417.2 26796.7 18461.6 35416.9 28585.6 25184.7 14118.5 15058.9 12601.2 11614.2 9841.79 7149.66 13118 3371.29 3143.25 2404.21 threshold=279.07800000000003 374.81250000000006 0 1 27.015000000000004 2 176.53925000000004 3 4 5 246.67500000000004 2022.5000000000002 6 235.50000000000003 230.65000000000003 149.69580000000005 2022.5000000000002 176.53925000000004 2022.5000000000002 decision_type=2 2 9 1 2 1 2 9 9 9 2 2 9 2 2 2 2 2 2 left_child=2 -2 3 18 5 6 8 11 -5 16 13 -7 -9 14 15 -11 -4 -6 -1 right_child=1 -3 9 4 17 7 -8 12 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.17896363280036234 1.190374886751175 -0.13086998105049133 -0.072255628152327112 0.15722375565735752 -0.092729458615586569 0.028518993607381495 0.39954720593988896 -0.0070830124811409349 0.020164959868030435 -0.0089019766466984871 0.2662637326717377 0.20606545246564426 -0.11603691833698196 0.20293488968502391 -0.1976824359893799 0.24125940141223726 -0.18297709772735835 -0.22397935284508599 0.26681394452765839 leaf_weight=66 20 20 55 179 37 82 32 296 497 11506 20 78 141 22 20 21 55 36 59 leaf_count=66 20 20 55 179 37 82 32 296 497 11506 20 78 141 22 20 21 55 36 59 internal_value=0 0.529752 -0.0028825 0.0446176 0.0287845 0.0394231 0.0734324 -0.00210431 0.0590812 -0.0090154 -0.00789064 0.108304 -0.0440469 -0.0083714 -0.008774 -0.00844623 -0.116982 -0.157455 0.204101 internal_weight=0 40 13202 1503 1378 1305 708 597 676 11699 11589 160 437 11569 11547 11527 110 73 125 internal_count=13242 40 13202 1503 1378 1305 708 597 676 11699 11589 160 437 11569 11547 11527 110 73 125 cat_boundaries=0 4 5 6 9 12 16 20 cat_threshold=134234625 2113552 1080770560 2236448 32 3149 134234112 0 524288 1 16 1077936128 67108864 0 256 32768 513 2097152 0 2097152 is_linear=0 shrinkage=0.01 Tree=153 num_leaves=18 num_cat=7 split_feature=8 3 25 24 25 0 24 0 4 6 25 25 3 25 8 7 8 split_gain=121291 50917.3 33165.1 29700.1 36897.7 44214.7 39560.9 27535.6 27198.8 16539.7 15528.1 12963.5 6013.89 5084.2 3819.22 7111.68 2851.33 threshold=341.27040000000005 333.3454000000001 0 1 2 109.32500000000002 3 241.78314000000003 28.885500000000004 25.164000000000005 4 5 177.71725000000004 6 46.655499999999996 202.34813100000002 108.11744000000002 decision_type=2 2 9 1 9 2 1 2 2 2 9 9 2 9 2 2 2 left_child=1 2 3 9 6 8 -5 -7 -6 10 13 -4 14 -1 15 -13 -16 right_child=-2 -3 11 4 5 7 -8 -9 -10 -11 -12 12 -14 -15 16 -17 -18 leaf_value=0.055415339164733894 0.74063304207541725 0.40230629628704445 -0.11355982210330602 0.29669286584495602 0.0068313483278426906 0.61481021237373357 0.037197260090904516 0.12899207081113542 0.25399257462075414 0.1784253085914411 -0.10814123648770002 -0.0090643899594744001 0.14333928731771617 -0.023486415430650873 0.11249470190538301 -0.1850868320465088 -0.0043274361659318972 leaf_weight=115 22 31 109 123 845 20 127 28 47 38 186 11192 26 226 45 23 39 leaf_count=115 22 31 109 123 845 20 127 28 47 38 186 11192 26 226 45 23 39 internal_value=0 -0.00249505 -0.00344651 0.0369082 0.0651452 0.0353875 0.17137 0.331416 0.0198544 -0.0226633 -0.0375931 -0.00966436 -0.00856509 0.00394337 -0.00892222 -0.00942538 0.0582559 internal_weight=0 13220 13189 1755 1190 940 250 48 892 565 527 11434 11325 341 11299 11215 84 internal_count=13242 13220 13189 1755 1190 940 250 48 892 565 527 11434 11325 341 11299 11215 84 cat_boundaries=0 4 5 9 10 13 17 20 cat_threshold=134234633 540752 1080770560 19013664 904 16384 16400 1080164352 2236448 3105 134218241 524288 524288 67108864 0 256 32768 134217728 0 524288 is_linear=0 shrinkage=0.01 Tree=154 num_leaves=22 num_cat=6 split_feature=8 3 25 24 25 5 24 4 6 25 25 5 3 5 8 7 2 26 26 26 26 split_gain=118877 49903.8 32527.1 29136.7 36233.3 56091.7 38832.9 29561 16212.7 15236.8 12728.9 9208.46 5894.21 5848.69 3743.22 6970.16 5011.5 3219.11 2028.58 2005.11 707.121 threshold=341.27040000000005 333.3454000000001 0 1 2 8.3918550000000014 3 29.353500000000004 25.164000000000005 4 5 17.668762500000003 177.71725000000004 40.44700000000001 46.655499999999996 202.34813100000002 27.415980000000005 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 9 2 1 2 2 9 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 6 7 18 -6 9 11 17 -1 14 -7 15 -12 -16 -4 -5 -11 -8 right_child=-2 -3 10 4 5 13 20 -9 -10 19 12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 leaf_value=0.021602555166662128 0.73322672930630772 0.39828324648641766 -0.067997303141487969 0.27690475565488221 0.0021346890691360692 0.4386706291564873 0.061047038759504048 0.26805940053002403 0.17664106375292729 -0.083400293762244074 -0.0089737461043241738 -0.14962591470990863 0.14190589281228871 0.23928435694786809 0.014494641567580402 -0.18323596518972646 0.19584497690200806 -0.17669062384692105 0.35812950057368126 -0.14944951183824656 0.013605113698725116 leaf_weight=306 22 31 54 61 837 28 70 44 38 103 11192 35 26 31 64 23 20 55 62 83 57 leaf_count=306 22 31 54 61 837 28 70 44 38 103 11192 35 26 31 64 23 20 55 62 83 57 internal_value=0 -0.00246901 -0.00341095 0.0365537 0.0645216 0.0350336 0.169785 0.0154158 -0.0224499 -0.0372316 -0.00956871 0.00391303 -0.00847944 0.333908 -0.008833 -0.00933113 0.0576733 -0.11252 0.293949 -0.107115 0.0368524 internal_weight=0 13220 13189 1755 1190 940 250 881 565 527 11434 341 11325 59 11299 11215 84 109 123 186 127 internal_count=13242 13220 13189 1755 1190 940 250 881 565 527 11434 341 11325 59 11299 11215 84 109 123 186 127 cat_boundaries=0 4 5 9 10 13 17 cat_threshold=134234633 540752 1080770560 19013664 904 16384 16400 1080164352 2236448 3105 134218241 524288 524288 67108864 0 256 32768 is_linear=0 shrinkage=0.01 Tree=155 num_leaves=15 num_cat=3 split_feature=10 25 25 5 25 3 11 14 2 26 10 3 6 26 split_gain=100516 74766 30030.9 43230.6 18697.8 14897.4 14099.5 12036.5 17399.9 10563.1 8739.34 20795.5 6749.17 188.441 threshold=279.07800000000003 0 1 172.87500000000003 2 243.26250000000002 42.305000000000007 5.2768230000000012 67.575000000000003 2022.5000000000002 30.162700000000005 2.1320000000000001 211.12500000000003 2022.5000000000002 decision_type=2 9 9 2 9 2 2 2 2 2 2 2 2 2 left_child=1 9 3 6 13 10 7 8 -3 -1 12 -12 -6 -4 right_child=-2 2 4 -5 5 -7 -8 -9 -10 -11 11 -13 -14 -15 leaf_value=0.12646402606964111 0.62279123893150923 0.040623526967055332 -0.12114271223545074 0.41326132088899614 -0.0064123873417929727 0.26724547457695008 -0.2167920916421073 -0.19720669627189635 0.24469233496622608 0.27293205811805332 0.020492159198312199 0.37314703941345218 -0.16770383110413187 -0.14560441597815485 leaf_weight=100 26 829 64 32 11929 20 21 20 44 97 102 20 26 62 leaf_count=100 26 829 64 32 11929 20 21 20 44 97 102 20 26 62 internal_value=0 0.000415648 -0.00254687 0.0514341 -0.00676336 -0.00544773 0.0393289 0.0453519 0.0509088 0.188989 -0.00590383 0.0783044 -0.00676317 -0.123387 internal_weight=0 13366 13169 946 12223 12097 914 893 873 197 12077 122 11955 126 internal_count=13392 13366 13169 946 12223 12097 914 893 873 197 12077 122 11955 126 cat_boundaries=0 3 7 11 cat_threshold=0 16400 4194560 67109632 2097152 3221307392 16916512 16384 0 2621440 32768 is_linear=0 shrinkage=0.01 Tree=156 num_leaves=13 num_cat=0 split_feature=4 2 2 4 8 2 1 6 3 6 9 2 split_gain=129605 13416.6 15391.7 14117.9 10985.8 8629.09 8587.56 37460.9 39055.7 11129.5 9060.16 6129.76 threshold=293.85000000000008 376.61250000000007 149.26580000000004 2.8373970000000006 263.93200000000007 255.10500000000002 21.947000000000003 27.749250000000004 25.910000000000004 230.65000000000003 198.34750000000003 216.24000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 6 11 9 8 -8 10 -1 -4 right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 -12 -13 leaf_value=-0.0013090103485040203 0.63725497618317606 -0.25872423088550567 0.098979246275765556 0.36547819328308107 0.204946377827571 0.20754783923809345 -0.012751861049354763 0.4042758404325556 0.34234341102487903 -0.18032810572215488 -0.15801899948635617 -0.13987606492909518 leaf_weight=12744 32 20 21 20 26 26 348 27 34 35 37 22 leaf_count=12744 32 20 21 20 26 26 348 27 34 35 37 22 internal_value=0 8.52157e-05 0.000473236 0.13154 -0.000407074 0.0637324 -0.000810793 0.044297 0.0188535 -0.00225033 -0.00176267 -0.0232258 internal_weight=0 13360 13340 89 13251 69 13225 409 382 12816 12781 43 internal_count=13392 13360 13340 89 13251 69 13225 409 382 12816 12781 43 is_linear=0 shrinkage=0.01 Tree=157 num_leaves=20 num_cat=7 split_feature=4 25 25 5 24 25 4 4 6 2 24 2 25 26 24 5 26 2 26 split_gain=127026 73023.3 30459.9 45520.9 36208.6 17445.1 10810.3 48392.5 10266.6 9942.04 12179.7 9104.21 8871.45 13526.7 7065.48 6839.51 6169.36 3118.48 129.218 threshold=293.85000000000008 0 1 25.505000000000003 2 3 27.535980000000006 30.473500000000005 114.42500000000001 33.286525000000005 4 16.972500000000004 5 2022.5000000000002 6 228.56250000000003 2022.5000000000002 189.44922000000003 2022.5000000000002 decision_type=2 9 9 2 1 9 2 2 2 2 1 2 9 2 1 2 2 2 2 left_child=1 16 3 4 9 18 12 -8 17 10 -3 -9 13 -7 -14 -5 -1 -6 -4 right_child=-2 2 5 15 8 6 7 11 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 leaf_value=0.13966568611106095 0.63088242247700688 0.17575250618894334 -0.11987439807504416 0.39394927024841309 -0.0087695217315022916 0.0046128898124172266 0.52016548349743796 -0.0078030160146901452 -0.22434964310039174 0.34053665089607238 0.037053727743760596 0.21235176676795597 0.0029453535059423665 -0.19215847072316639 -0.012769480905017101 0.16746234154701234 0.25158954813022805 0.11539537724994478 -0.14021486012662043 leaf_weight=98 32 132 64 40 550 73 21 178 22 20 149 21 4943 67 6781 20 99 21 61 leaf_count=98 32 132 64 40 550 73 21 178 22 20 149 21 4943 67 6781 20 99 21 61 internal_value=0 8.43636e-05 -0.00284427 0.0512767 0.0339189 -0.00711173 -0.00584365 0.0636088 -0.0121652 0.12109 0.109781 0.0154294 -0.00713647 -0.0835858 -0.00614703 0.318454 0.186447 -0.00420304 -0.120186 internal_weight=0 13360 13163 954 894 12209 12084 220 593 301 281 199 11864 140 11724 60 197 571 125 internal_count=13392 13360 13163 954 894 12209 12084 220 593 301 281 199 11864 140 11724 60 197 571 125 cat_boundaries=0 3 7 8 12 13 15 16 cat_threshold=0 16400 4194560 67109632 2097152 3238002688 8224 2152 16384 0 2621440 32768 2112 0 64 1047 is_linear=0 shrinkage=0.01 Tree=158 num_leaves=18 num_cat=6 split_feature=10 25 25 24 5 7 25 2 3 26 24 5 25 26 6 0 26 split_gain=97464.6 71736.1 28720.5 47063.6 56424.3 18173.6 18036.8 15692.1 14426 13102.5 10839.4 30957.9 19560.4 10184.5 9680.5 9369.93 191.157 threshold=279.07800000000003 0 1 2 38.528000000000006 36.89500000000001 3 228.18750000000003 243.26250000000002 2022.5000000000002 4 69.290000000000006 5 2022.5000000000002 114.42500000000001 2.822397 2022.5000000000002 decision_type=2 9 9 1 2 2 9 2 2 2 1 2 9 2 2 2 2 left_child=1 13 3 5 7 9 16 14 10 -3 11 -8 -12 -1 -5 -11 -4 right_child=-2 2 6 4 -6 -7 8 -9 -10 15 12 -13 -14 -15 -16 -17 -18 leaf_value=0.12368221497535706 0.6132438784379225 0.19848098941877776 -0.1186756544932723 -0.019367959087759592 0.44915720639405432 0.44835280084609985 0.005226443591720256 0.25772048735618591 0.26299808001518249 0.10260677103902779 -0.13470955952193386 0.32766868527730303 -0.010476969412735737 0.26750143965495005 -0.23793041910443985 -0.11700096438328425 -0.1433130415024296 leaf_weight=100 26 153 64 579 27 20 3989 20 20 102 119 30 7939 97 21 24 62 leaf_count=100 26 153 64 579 27 20 3989 20 20 102 119 30 7939 97 21 24 62 internal_value=0 0.000387411 -0.00251443 0.0502757 0.00163024 0.152079 -0.00663789 -0.0178325 -0.00534572 0.136292 -0.00579454 0.00761438 -0.0124763 0.185101 -0.0270176 0.0607767 -0.121181 internal_weight=0 13366 13169 946 647 299 12223 620 12097 279 12077 4019 8058 197 600 126 126 internal_count=13392 13366 13169 946 647 299 12223 620 12097 279 12077 4019 8058 197 600 126 126 cat_boundaries=0 3 7 8 12 13 16 cat_threshold=0 16400 4194560 67109632 2097152 3221307392 16916512 3168 16384 0 2621440 32768 1043 0 64 33554432 is_linear=0 shrinkage=0.01 Tree=159 num_leaves=17 num_cat=6 split_feature=4 25 25 5 24 1 1 3 25 0 4 4 2 25 24 5 split_gain=123857 70101 29284.9 43804.2 35012.7 27539.9 17815 17244.2 16781.9 11263.2 10597 47434 8925.9 8584.1 6802.84 6710.16 threshold=293.85000000000008 0 1 25.505000000000003 2 1.2399500000000001 177.48625000000001 1.1528500000000002 3 42.225000000000001 27.535980000000006 30.473500000000005 16.972500000000004 4 5 228.56250000000003 decision_type=2 9 9 2 1 2 2 2 9 2 2 2 2 9 1 2 left_child=1 -1 3 4 5 7 9 -3 -4 -6 13 -12 -13 -10 -15 -5 right_child=-2 2 8 15 6 -7 -8 -9 10 -11 11 12 -14 14 -16 -17 leaf_value=0.1826678722492163 0.62295267224311834 0.17657857422790829 -0.11788574321181687 0.38713797736167904 -0.011684584884223208 -0.17002838825357372 0.2669615667516535 -0.1284851324558258 -0.082218998368581139 -0.19683820138658795 0.51503868693397159 -0.0076775688872662154 0.21031057982217696 0.0028771605217726304 -0.012542867346330991 0.16280303764343262 leaf_weight=197 32 252 125 40 536 29 22 20 140 35 21 178 21 4943 6781 20 leaf_count=197 32 252 125 40 536 29 22 20 140 35 21 178 21 4943 6781 20 internal_value=0 7.20247e-05 -0.00279739 0.0502694 0.0332418 0.118962 -0.0120715 0.154147 -0.00698173 -0.0230338 -0.00573798 0.063026 0.0153262 -0.00701794 -0.00604466 0.31236 internal_weight=0 13360 13163 954 894 301 593 272 12209 571 12084 220 199 11864 11724 60 internal_count=13392 13360 13163 954 894 301 593 272 12209 571 12084 220 199 11864 11724 60 cat_boundaries=0 3 7 8 12 14 15 cat_threshold=0 16400 4194560 67109632 2097152 3238002688 8224 2152 16384 0 2621440 32768 0 64 1047 is_linear=0 shrinkage=0.01 Tree=160 num_leaves=17 num_cat=3 split_feature=10 25 8 25 0 0 0 5 25 11 10 4 1 1 26 26 split_gain=133572 78678.4 62646.5 33346.5 16254.8 49683.8 20678.5 15233.7 13667 11375.7 6073.64 16339.5 4087.06 1657.37 1420.93 1064.84 threshold=279.07800000000003 0 263.93200000000007 1 125.83150000000002 220.33000000000001 333.3454000000001 279.07800000000003 2 39.605212500000015 30.162700000000005 27.415980000000005 67.575000000000003 6.3720000000000008 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 9 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 13 3 4 7 -6 -7 9 15 -3 12 -12 -10 14 -1 -5 right_child=-2 2 -4 8 5 6 -8 -9 10 -11 11 -13 -14 -15 -16 -17 leaf_value=0.25365736759410185 0.78199463410810999 0.030948456050485813 0.49932249374389648 -0.080719464233943383 0.5066420805043188 -0.17408125077524492 0.23233486220950172 0.2919348578019576 -0.0083023383840384393 -0.13748425239469947 0.0071515094107244071 0.32593624079227446 0.078912531878385275 0.12904535150527954 0.19414834022521973 -0.13495026400883992 leaf_weight=85 22 1823 25 70 29 31 21 22 10810 41 82 20 54 20 76 75 leaf_count=85 22 1823 25 70 29 31 21 22 10810 41 82 20 54 20 76 75 internal_value=0 0.00215346 -0.000784759 -0.00174137 0.0361052 0.175002 -0.00995167 0.0303313 -0.00846628 0.0272437 -0.0071412 0.0696583 -0.00786883 0.20365 0.225566 -0.101752 internal_weight=0 13284 13103 13078 1967 81 52 1886 11111 1864 10966 102 10864 181 161 145 internal_count=13306 13284 13103 13078 1967 81 52 1886 11111 1864 10966 102 10864 181 161 145 cat_boundaries=0 3 7 11 cat_threshold=0 16448 256 201343745 622608 3276668928 19038240 0 512 2179072 8192 is_linear=0 shrinkage=0.01 Tree=161 num_leaves=15 num_cat=6 split_feature=10 25 8 25 24 7 0 25 25 25 10 4 1 1 split_gain=130914 77112.7 61399.8 32682.9 33440.1 31026.8 31626.2 19786.6 17348.2 9815.67 5942.34 16029 3989.12 1624.39 threshold=279.07800000000003 0 263.93200000000007 1 2 174.00000000000003 172.87500000000003 3 4 5 30.162700000000005 27.415980000000005 67.575000000000003 6.3720000000000008 decision_type=2 9 2 9 1 2 2 9 9 9 2 2 2 2 left_child=1 13 3 4 7 6 -6 -3 -5 -9 12 -12 -10 -1 right_child=-2 2 -4 8 5 -7 -8 9 10 -11 11 -13 -14 -15 leaf_value=0.22331047715607638 0.77417468504472209 -0.1253522823806992 0.49432925186157228 -0.13281548609604707 0.05304378318746647 0.43423918724060062 0.33593115690277842 0.059275857028647218 -0.0082640691530488 -0.019285105380241748 0.0069355443410757112 0.32267688429355623 0.077898586993968039 0.12775488138198854 leaf_weight=161 22 123 25 101 1095 23 41 233 10854 452 82 20 54 20 leaf_count=161 22 123 25 101 1095 23 41 233 10854 452 82 20 54 20 internal_value=0 0.00213192 -0.000776911 -0.00172395 0.0357441 0.0700117 0.0632536 -0.0136645 -0.00838162 0.00790549 -0.00712064 0.0688456 -0.00783752 0.201613 internal_weight=0 13284 13103 13078 1967 1159 1136 808 11111 685 11010 102 10908 181 internal_count=13306 13284 13103 13078 1967 1159 1136 808 11111 685 11010 102 10908 181 cat_boundaries=0 3 7 8 11 15 19 cat_threshold=0 16448 256 201343745 622608 3276668928 19038240 906 67108864 16 1111490560 0 128 2179072 8192 16896 0 524288 2129920 is_linear=0 shrinkage=0.01 Tree=162 num_leaves=16 num_cat=7 split_feature=10 25 24 8 25 24 7 0 25 25 24 6 10 4 1 split_gain=128310 76665.9 195077 38303.4 31531.3 29175 39832.8 31574.1 17287.1 13201.1 11093.3 7929.12 5836.25 15693.8 3929.61 threshold=279.07800000000003 0 1 263.93200000000007 2 3 174.00000000000003 172.87500000000003 4 5 6 114.42500000000001 30.162700000000005 27.415980000000005 67.575000000000003 decision_type=2 9 1 2 9 1 2 2 9 9 1 2 2 2 2 left_child=1 2 -1 4 5 8 7 -7 10 -6 -3 -10 14 -14 -11 right_child=-2 3 -4 -5 9 6 -8 -9 11 12 -12 -13 13 -15 -16 leaf_value=0.46543368140856423 0.76643294941295281 0.094195178888611883 -0.11450151077906291 0.39805038452148439 -0.09998114827371414 0.0498178735726428 0.49981978189377557 0.33257184179817756 -0.049523871463242469 -0.0081350611487798104 -0.010149948492882744 -0.25403281736373901 0.0070276834034338235 0.31945011377334598 0.077383442711499009 leaf_weight=110 22 167 110 24 145 1074 21 41 364 10810 242 20 82 20 54 leaf_count=110 22 167 110 24 145 1074 21 41 364 10810 242 20 82 20 54 internal_value=0 0.00210896 0.183095 -0.0010782 -0.00181362 0.0354015 0.0677453 0.0602151 -0.0111987 -0.00829899 0.0336868 -0.0586481 -0.00699672 0.068287 -0.00770999 internal_weight=0 13284 220 13064 13040 1929 1136 1115 793 11111 409 384 10966 102 10864 internal_count=13306 13284 220 13064 13040 1929 1136 1115 793 11111 409 384 10966 102 10864 cat_boundaries=0 3 4 8 9 13 17 18 cat_threshold=0 16448 4194560 2618 201343745 622608 3272474624 19038240 906 134234624 0 17301504 2129920 0 512 2179072 8192 130 is_linear=0 shrinkage=0.01 Tree=163 num_leaves=11 num_cat=0 split_feature=10 0 7 4 1 3 4 4 11 7 split_gain=125755 40668.9 33374.6 39145.5 20198.3 13050.4 11785.6 37950.8 11076.1 1847.63 threshold=279.07800000000003 344.25000000000006 174.00000000000003 293.85000000000008 26.955000000000002 272.07425000000006 26.586000000000002 30.100200000000005 118.09000000000002 234.55500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 6 8 -8 -1 -4 right_child=-2 -3 4 -5 -6 -7 7 -9 -10 -11 leaf_value=0.00041812650860376474 0.75876860705288973 0.38280000959123883 0.18642649582454138 -0.40340720891952514 0.48377798652648929 -0.20087542533874511 0.40056601642568906 0.025860522843542552 -0.15503370751505313 0.067126708591685583 leaf_weight=12776 22 28 21 24 20 32 30 273 46 34 leaf_count=12776 22 28 21 24 20 32 30 273 46 34 internal_value=0 0.00209039 0.00128624 8.93369e-05 0.211638 0.000825365 0.00131713 0.0629601 -0.00013957 0.112678 internal_weight=0 13284 13256 13181 75 13157 13125 303 12822 55 internal_count=13306 13284 13256 13181 75 13157 13125 303 12822 55 is_linear=0 shrinkage=0.01 Tree=164 num_leaves=19 num_cat=9 split_feature=25 8 25 0 0 0 0 25 24 7 25 25 14 13 24 25 25 13 split_gain=124543 58958.7 36329.1 35476.8 70036.4 29669.4 20314 18768.1 16361.8 26455.3 24977 20168.6 14738.6 3617.32 2732.2 5682.53 3045.82 1467.97 threshold=0 263.93200000000007 1 125.83150000000002 220.33000000000001 333.3454000000001 6.3720000000000008 2 3 174.00000000000003 4 5 7.2150000000000007 49.620000000000012 6 7 8 89.585000000000008 decision_type=9 2 9 2 2 2 2 9 1 2 9 9 2 2 1 9 9 2 left_child=6 2 3 8 -5 -6 -1 -4 11 10 -10 -2 -13 14 15 -9 -16 -15 right_child=1 -3 7 4 5 -7 -8 13 9 -11 -12 12 -14 17 16 -17 -18 -19 leaf_value=0.23087677461555206 -0.11879063488859119 0.48473283462524414 -0.13715549285922732 0.62697023963928222 -0.17637430037221602 0.3104422887166341 0.56823052453994749 -0.017350753494575818 0.16803487927118937 0.4149968228340149 0.02790174500192609 0.0084544326787313589 0.28425581526756288 0.14513893286387125 -0.0028983923205472707 0.018559652177309396 -0.014542624729065605 0.025430154681205748 leaf_weight=166 122 25 102 30 31 21 20 736 140 20 937 621 20 21 3947 1068 5259 20 leaf_count=166 122 25 102 30 31 21 20 736 140 20 937 621 20 21 3947 1068 5259 20 internal_value=0 -0.000432071 -0.00135864 0.0384446 0.242205 0.0202247 0.253521 -0.00831634 0.0296683 0.0541356 0.047937 -0.00613848 0.0167977 -0.00700424 -0.00735971 0.00389396 -0.00955881 0.0867444 internal_weight=0 13120 13095 1942 82 52 186 11153 1860 1097 1077 763 641 11051 11010 1804 9206 41 internal_count=13306 13120 13095 1942 82 52 186 11153 1860 1097 1077 763 641 11051 11010 1804 9206 41 cat_boundaries=0 3 7 11 12 15 18 19 23 27 cat_threshold=0 16448 256 201343745 622608 3272474624 19038240 0 128 2179072 8192 906 67108864 16 1107296256 67108864 32784 1107296256 65 319619222 5243680 8388628 8393738 22611088 1108353032 545264642 41947154 is_linear=0 shrinkage=0.01 Tree=165 num_leaves=22 num_cat=7 split_feature=10 25 24 8 5 8 25 1 2 1 4 25 24 25 26 25 26 26 26 26 5 split_gain=96086.9 59522.5 81945.9 53257.5 52123.4 24540.8 23007.5 26223.9 16932.4 15225.6 10835.1 10665.4 11457.2 8495.69 10569.8 6340.66 6011.54 5500.78 5356.93 563.334 217.127 threshold=279.07800000000003 0 1 36.685000000000009 172.87500000000003 23.848040000000005 2 25.505000000000003 15.580500000000002 233.80500000000004 175.26000000000002 3 4 5 2022.5000000000002 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 250.05000000000004 decision_type=2 9 1 2 2 2 9 2 2 2 2 9 1 9 2 9 2 2 2 2 2 left_child=1 2 3 6 9 11 7 8 -1 10 13 19 16 14 -3 -15 -13 -14 -8 -4 -6 right_child=-2 4 5 -5 20 -7 18 -9 -10 -11 -12 12 17 15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.057253552600315637 0.69460921478271487 -0.010042241774883467 -0.099733404291087194 -0.25742524073674128 0.36590582665942961 0.3100649711218747 0.25723431121955798 0.4689757509231568 0.36439749622344969 0.21915481809775034 -0.17071767965331675 0.00093182234537033813 -0.0087180718669184927 0.0097704474603645761 -0.16934009212337128 -0.0083935365390265717 0.12284854601973143 -0.12929442597107149 0.36380960080815455 -0.144616307814916 0.32095161351290613 leaf_weight=175 20 97 58 26 21 22 103 20 20 30 40 84 81 2379 73 9855 78 71 87 54 22 leaf_count=175 20 97 58 26 21 22 103 20 20 30 40 84 81 2379 73 9855 78 71 87 54 22 internal_value=0 0.000958248 0.0800251 0.177189 -0.0046544 -0.0152795 0.209465 0.118608 0.0887555 -0.00585623 -0.00639869 -0.03244 -0.000696322 -0.0058688 -0.0740885 -0.00485631 0.0561655 -0.0610251 0.290733 -0.111425 0.342906 internal_weight=0 13396 879 431 12517 448 405 215 195 12474 12444 426 314 12404 170 12234 162 152 190 112 43 internal_count=13416 13396 879 431 12517 448 405 215 195 12474 12444 426 314 12404 170 12234 162 152 190 112 43 cat_boundaries=0 4 5 8 11 12 16 20 cat_threshold=67109376 16400 1114259456 2129920 3297 512 0 33554432 67108864 0 1080557568 22 256 0 2147483904 8224 134235145 2150146184 553978880 16908800 is_linear=0 shrinkage=0.01 Tree=166 num_leaves=11 num_cat=0 split_feature=9 5 12 5 6 6 1 1 5 1 split_gain=40024.3 23979.3 22685.2 22061.7 17178.2 11895.6 8486.43 11182.1 5937.73 5419.9 threshold=285.62500000000006 172.87500000000003 238.56750000000002 228.56250000000003 272.07425000000006 218.62500000000003 263.93200000000007 148.98750000000004 284.98750000000007 365.72000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 6 7 -1 -5 -8 right_child=-2 3 -4 8 -6 -7 9 -9 -10 -11 leaf_value=-0.00028980475723037503 0.44898841810226442 0.39892187561307635 0.32865395273481102 -0.072872503887523296 -0.23540272804998583 0.20617221449102677 -0.26162412148714065 0.14807043898339367 0.13796772648306455 -0.031605487210409983 leaf_weight=13140 20 28 21 22 31 28 20 51 34 21 leaf_count=13140 20 28 21 22 31 28 20 51 34 21 internal_value=0 0.00130501 0.00024222 0.169732 -0.000276676 0.000273015 -0.000162684 0.000283796 0.0551376 -0.14381 internal_weight=0 13396 13312 84 13291 13260 13232 13191 56 41 internal_count=13416 13396 13312 84 13291 13260 13232 13191 56 41 is_linear=0 shrinkage=0.01 Tree=167 num_leaves=10 num_cat=0 split_feature=10 8 8 12 4 1 0 4 8 split_gain=93903.3 37166.4 27340.8 31022.4 16337.1 15969.9 11318 9660.14 72.6404 threshold=279.07800000000003 365.72000000000008 157.13100000000003 238.56750000000002 285.62500000000006 114.12500000000001 18.636012500000003 166.68000000000004 228.56250000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -4 right_child=-2 -3 8 -5 -6 6 -8 -9 -10 leaf_value=-0.00048066977994445925 0.68665444278717047 0.43169074630737309 -0.25132139596072112 0.38519240277154104 -0.24075848715645926 0.072935738094309546 0.33490981471538545 0.14468796724008154 -0.22663193207520707 leaf_weight=13119 20 20 22 21 28 94 20 46 26 leaf_count=13119 20 20 22 21 28 94 20 46 26 internal_value=0 0.000930428 0.000286348 0.00114434 0.000538262 0.00104706 0.118896 2.65659e-05 -0.237948 internal_weight=0 13396 13376 13328 13307 13279 114 13165 48 internal_count=13416 13396 13376 13328 13307 13279 114 13165 48 is_linear=0 shrinkage=0.01 Tree=168 num_leaves=22 num_cat=7 split_feature=8 25 24 6 25 8 0 5 25 26 3 24 8 17 25 6 26 25 26 3 26 split_gain=79737.9 63374.8 50736.7 67780 54340.4 39644.1 34271.5 21441.8 19943.1 18204.3 17797.7 15919.2 9059.52 9280.22 7371.27 7274.69 4695.86 3539.39 2513.51 1414.37 358.312 threshold=341.27040000000005 0 1 218.62500000000003 2 1.1888500000000002 176.53925000000004 172.87500000000003 3 2022.5000000000002 2.8373970000000006 4 157.13100000000003 81.795843000000005 5 10.937500000000002 2022.5000000000002 6 2022.5000000000002 147.48750000000004 2022.5000000000002 decision_type=2 9 1 2 9 2 2 2 9 2 2 1 2 2 9 2 2 9 2 2 2 left_child=1 2 3 4 9 6 -6 12 18 -1 11 16 13 14 20 -13 -10 -16 -4 -12 -3 right_child=-2 7 8 -5 5 -7 -8 -9 10 -11 19 15 -14 -15 17 -17 -18 -19 -20 -21 -22 leaf_value=0.039928694777190687 0.60347356449473988 -0.064923674106597912 -0.055382355677114949 0.67265863916148305 0.17719736321809443 -0.19737872909616541 0.60201767216622826 0.23792659984694589 0.10122932691683716 -0.20695572963782721 -0.10052341745013284 -0.0064531574466011746 -0.20476329160773238 0.20392768530618577 0.005630957962777996 0.19234987664222719 0.21566569171968056 -0.0082083999719238208 -0.13752852589289347 -0.2180261822938919 -0.096696751978662288 leaf_weight=64 22 70 74 23 376 27 20 36 87 56 21 231 23 21 2275 20 61 9742 75 20 72 leaf_count=64 22 70 74 23 376 27 20 36 87 56 21 231 23 21 2275 20 61 9742 75 20 72 internal_value=0 0.000945103 0.0714239 0.138497 0.118422 0.16937 0.198653 -0.00575966 0.0057336 -0.069493 0.0396608 0.0609496 -0.00648328 -0.00610886 -0.00647162 0.00902804 0.139004 -0.0055859 -0.0906474 -0.157842 -0.0757028 internal_weight=0 13394 1155 566 543 423 396 12239 589 120 440 399 12203 12180 12159 251 148 12017 149 41 142 internal_count=13416 13394 1155 566 543 423 396 12239 589 120 440 399 12203 12180 12159 251 148 12017 149 41 142 cat_boundaries=0 4 5 8 12 13 17 21 cat_threshold=67109376 16464 1126842368 2261504 3185 67108864 64 524288 67108864 16 35651584 131072 130 4194304 512 258 8224 17417 2149097608 541395968 16777216 is_linear=0 shrinkage=0.01 Tree=169 num_leaves=15 num_cat=3 split_feature=10 25 5 1 1 5 6 7 1 4 25 26 25 5 split_gain=91459.3 57013.1 49637 25602.2 26037.9 26470.3 15744.2 20590.3 14725.7 10718.3 8258.42 10316.9 6096.5 197.393 threshold=279.07800000000003 0 172.87500000000003 195.14400000000003 26.955000000000002 189.44922000000003 228.56250000000003 42.305000000000007 233.80500000000004 175.26000000000002 1 2022.5000000000002 2 250.05000000000004 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 9 2 left_child=1 3 8 4 5 6 7 -1 9 10 11 -3 -12 -4 right_child=-2 2 13 -5 -6 -7 -8 -9 -10 -11 12 -13 -14 -15 leaf_value=0.089730841509382847 0.67764669847488412 -0.009742154141062314 0.3565108417329334 -0.1898721700556138 0.40155521722940302 -0.21143866348266602 -0.15574556427001954 0.38153127822875976 0.21552538891633352 -0.16972518837265671 0.014881644869702202 -0.16712279127068716 -0.0072994160437619242 0.31364822474392978 leaf_weight=739 20 97 21 34 26 30 25 25 30 40 1390 73 10844 22 leaf_count=739 20 97 21 34 26 30 25 25 30 40 1390 73 10844 22 internal_value=0 0.000904941 -0.00458807 0.0782872 0.0900036 0.080113 0.0911986 0.0992793 -0.00576092 -0.0062944 -0.00576737 -0.0730275 -0.00476916 0.334581 internal_weight=0 13396 12517 879 845 819 789 764 12474 12444 12404 170 12234 43 internal_count=13416 13396 12517 879 845 819 789 764 12474 12444 12404 170 12234 43 cat_boundaries=0 4 8 12 cat_threshold=67109376 16400 1114259456 2129920 256 0 2147483904 8224 134234121 2150146184 328704 16908800 is_linear=0 shrinkage=0.01 Tree=170 num_leaves=16 num_cat=5 split_feature=25 8 0 25 24 9 0 24 25 17 10 5 26 26 26 split_gain=109389 37141.9 25346.9 20378.8 37806.6 21415.7 20589.7 19259 22917.6 10284.6 9573.33 10666.1 5189.29 1639.61 593.441 threshold=0 263.93200000000007 8.3918550000000014 1 2 223.50400000000005 206.27675000000002 3 4 95.142500000000013 223.50400000000005 32.879500000000014 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 1 2 2 1 9 2 2 2 2 2 2 left_child=2 3 13 4 14 9 7 12 -9 10 11 -5 -6 -1 -2 right_child=1 -3 -4 5 6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.17191023397445679 -0.071704317934719125 0.38226245384216306 0.57738694238662713 -0.0081497772911294942 0.17468835996121776 0.30531955513087189 -0.18531960906982423 -0.057755933501503681 0.11599972125050012 0.21962880939245225 -0.22065122306346893 0.065113346871763178 0.31745213625566016 0.23261420304125008 -0.1114587772829192 leaf_weight=90 81 25 20 12227 49 22 25 100 271 20 21 202 53 88 70 leaf_count=90 81 25 20 12227 49 22 25 100 271 20 21 202 53 88 70 internal_value=0 -0.00281403 0.228316 -0.00354876 0.050659 -0.00640046 0.0925088 0.109149 0.0688787 -0.00695554 -0.00731953 -0.00695908 0.226649 0.201921 -0.0845352 internal_weight=0 13166 198 13141 649 12492 498 473 371 12470 12450 12429 102 178 151 internal_count=13364 13166 198 13141 649 12492 498 473 371 12470 12450 12429 102 178 151 cat_boundaries=0 3 7 8 9 13 cat_threshold=0 16448 256 67109120 65552 1126760448 139808 770 2080 0 65536 1075838976 8224 is_linear=0 shrinkage=0.01 Tree=171 num_leaves=15 num_cat=3 split_feature=25 8 25 24 9 1 5 17 10 5 4 2 26 26 split_gain=107212 36402.7 19979.5 37059 20989.5 14027.6 15020.2 10079.9 9382.82 10453.9 9069.06 3629.93 2324.38 581.632 threshold=0 263.93200000000007 1 2 223.50400000000005 195.14400000000003 1.1528500000000002 95.142500000000013 223.50400000000005 32.879500000000014 199.12500000000003 11.243000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 13 7 6 10 8 9 -4 -5 12 -1 -2 right_child=1 -3 4 5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.2164676759007213 -0.070987275794700336 0.37843982620239258 -0.0080682795454333697 0.130014478709399 0.30226634751666676 -0.15343599839643998 -0.10097164833184445 0.21743251699209215 -0.21844470410119918 0.064462211468432201 -0.087905882835388194 0.10971313428878783 0.28875851302311339 -0.11034418991633825 leaf_weight=91 81 25 12227 423 22 22 33 20 21 202 20 20 87 70 leaf_count=91 81 25 12227 423 22 22 33 20 21 202 20 20 87 70 internal_value=0 -0.00278545 -0.00351282 0.0501613 -0.00633645 0.0915952 0.104844 -0.00688598 -0.00724633 -0.00688949 0.120176 0.226033 0.251801 -0.0836898 internal_weight=0 13166 13141 649 12492 498 476 12470 12450 12429 443 198 178 151 internal_count=13364 13166 13141 649 12492 498 476 12470 12450 12429 443 198 178 151 cat_boundaries=0 3 7 8 cat_threshold=0 16448 256 67109120 65552 1126760448 139808 770 is_linear=0 shrinkage=0.01 Tree=172 num_leaves=9 num_cat=0 split_feature=8 3 5 0 14 10 2 0 split_gain=82654.5 60656 31072.4 17119.6 15292 42478 11091.9 5089.19 threshold=341.27040000000005 333.3454000000001 279.07800000000003 269.79925000000003 182.65800000000004 250.05000000000004 365.72000000000008 365.72000000000008 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 leaf_value=-0.0013418420699228986 0.64314550018310546 0.47329602566030288 0.28438646567495246 -0.29345677892367045 0.25633468907812368 -0.42206179534395538 0.22866448266165598 -0.087520002524058019 leaf_weight=13163 20 27 38 24 23 24 21 24 leaf_count=13163 20 27 38 24 23 24 21 24 internal_value=0 -0.000198761 -0.00115876 -0.0019759 -0.001292 -0.00174063 -0.000975479 -0.190488 internal_weight=0 13344 13317 13279 13231 13208 13184 48 internal_count=13364 13344 13317 13279 13231 13208 13184 48 is_linear=0 shrinkage=0.01 Tree=173 num_leaves=17 num_cat=5 split_feature=25 8 0 25 24 9 0 24 25 17 4 3 4 26 26 26 split_gain=104631 35120.3 24866.1 19567.2 36351.5 20605.3 19966.1 18953.4 22481.6 9879.98 7384.26 6476.62 5278.33 5097.31 1542.5 568.824 threshold=0 263.93200000000007 8.3918550000000014 1 2 223.50400000000005 206.27675000000002 3 4 95.142500000000013 207.80256000000003 189.44922000000003 285.62500000000006 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 1 2 2 1 9 2 2 2 2 2 2 2 left_child=2 3 14 4 15 9 7 13 -9 10 11 -5 -12 -6 -1 -2 right_child=1 -3 -4 5 6 -7 -8 8 -10 -11 12 -13 -14 -15 -16 -17 leaf_value=0.16789369869232179 -0.070368734112492309 0.37169216690063478 0.56888977193832402 -0.007210243171217403 0.17192337717328751 0.29949855696071281 -0.18291504020690919 -0.058123157717964863 0.11387003683959038 0.2152716116309166 0.23189647652886131 -0.13466191010177136 0.010249658766246976 0.31341634390489115 0.22677255955609407 -0.10928990239756449 leaf_weight=90 81 25 20 12367 49 22 25 100 271 20 22 40 21 53 88 70 leaf_count=90 81 25 20 12367 49 22 25 100 271 20 22 40 21 53 88 70 internal_value=0 -0.00275772 0.223289 -0.00347218 0.0496452 -0.00626653 0.0906818 0.10706 0.0672019 -0.006811 -0.00716776 -0.00762115 0.12365 0.22353 0.197002 -0.0829203 internal_weight=0 13166 198 13141 649 12492 498 473 371 12470 12450 12407 43 102 178 151 internal_count=13364 13166 198 13141 649 12492 498 473 371 12470 12450 12407 43 102 178 151 cat_boundaries=0 3 7 8 9 13 cat_threshold=0 16448 256 67109120 65552 1126760448 139808 770 2080 0 65536 1075838976 8224 is_linear=0 shrinkage=0.01 Tree=174 num_leaves=10 num_cat=0 split_feature=4 4 6 8 11 0 11 10 0 split_gain=81061 187949 29360.9 16126.7 11569.5 10511.1 9408.59 13172.5 4229.16 threshold=272.07425000000006 365.72000000000008 297.60100000000006 284.98750000000007 184.96521500000003 269.79925000000003 89.585000000000008 233.43000000000004 344.25000000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 7 -1 -7 right_child=1 -3 -4 -5 -6 8 -8 -9 -10 leaf_value=-0.00065905495044608507 1.0367048205931981 -0.21479047397772472 0.33498788228401771 0.27551147370111373 -0.1760626169568614 -0.25615339006696425 0.20583575281229888 -0.21044153078397115 -0.065352873435387246 leaf_weight=13132 24 24 26 21 38 21 22 30 26 leaf_count=13132 24 24 26 21 38 21 22 30 26 internal_value=0 0.410957 -0.000729417 -0.0013862 -0.00182443 -0.00132401 -0.000791836 -0.00113721 -0.150604 internal_weight=0 48 13316 13290 13269 13231 13184 13162 47 internal_count=13364 48 13316 13290 13269 13231 13184 13162 47 is_linear=0 shrinkage=0.01 Tree=175 num_leaves=23 num_cat=7 split_feature=4 25 25 24 1 25 26 25 24 26 8 4 4 13 10 1 25 8 3 3 26 26 split_gain=101622 98656.5 36791.4 37309.4 60827.7 38858.5 30480.2 16235.8 20942.4 23436.1 15546.6 15325.2 42919.9 19527 12636.6 23576 16145.9 11261 8511.33 7935.84 352.855 1.44573 threshold=344.25000000000006 0 1 2 26.955000000000002 3 2022.5000000000002 4 5 2022.5000000000002 17.952000000000002 27.535980000000006 30.100200000000005 1.1528500000000002 149.68000000000004 255.10500000000002 6 2.1690000000000005 31.809000000000005 11.141100000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 9 1 2 9 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 6 3 4 5 20 -1 10 9 -9 18 14 -13 19 15 16 -4 -7 -5 -14 -3 -10 right_child=-2 2 11 7 -6 17 -8 8 21 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.13718553965946412 0.61474856041095882 0.24725415730476377 -0.0921737215311631 -0.020079052412284994 0.60706053161621099 0.048996215187402131 0.46894132104413261 0.061793551011518996 -0.033505399086896114 0.32493400174921205 0.22521650199890136 0.50430760848358103 -0.024276861193970111 0.31944446052823749 -0.26013549557328225 0.31128938612730606 -0.0075077772927377466 -0.16971324104529159 -0.18801896899938583 0.1863767352104187 0.28215675158160075 -0.035863908939766438 leaf_weight=53 27 60 220 530 25 249 58 88 51 55 25 21 169 21 20 23 11451 26 32 20 56 53 leaf_count=53 27 60 220 530 25 249 58 88 51 55 25 21 169 21 20 23 11451 26 32 20 56 53 internal_value=0 0.00062941 -0.00197611 0.0494219 0.125822 0.0982699 0.284871 0.0102743 0.0766523 0.152348 -0.0184725 -0.00739156 0.0732621 0.0301575 -0.00898836 -0.00855883 -0.00918915 0.0273246 -0.0296415 -0.00198548 0.243143 -0.0316628 internal_weight=0 13306 13195 1250 416 391 111 834 247 143 587 11945 231 210 11714 11694 11671 275 562 189 116 104 internal_count=13333 13306 13195 1250 416 391 111 834 247 143 587 11945 231 210 11714 11694 11671 275 562 189 116 104 cat_boundaries=0 3 7 8 11 15 16 20 cat_threshold=0 16384 35651840 67125761 32784 3226091520 16818208 3140 67108864 16 2151677952 67109377 16 1077936128 8192 163 256 65600 0 131072 is_linear=0 shrinkage=0.01 Tree=176 num_leaves=27 num_cat=9 split_feature=25 24 25 6 3 25 26 2 25 1 19 26 10 20 1 25 25 26 26 25 26 1 1 26 25 3 split_gain=96655.7 60818.5 66663.3 77113.1 66453.2 36993.5 30581.8 28642.5 25383 18049 9871.95 7934.54 6972.3 5958.64 5541.34 6612.81 5463.41 7915.68 6295.2 3976.99 2713.05 2084.22 4177.65 3083.49 819.222 119.002 threshold=0 1 2 218.62500000000003 131.43000000000004 3 2022.5000000000002 21.947000000000003 4 157.57350000000002 54.201000000000008 2022.5000000000002 170.05500000000004 45.740500000000004 67.575000000000003 5 6 2022.5000000000002 2022.5000000000002 7 2022.5000000000002 153.43270000000004 233.80500000000004 2022.5000000000002 8 5.2798230000000013 decision_type=9 1 9 2 2 9 2 2 9 2 2 2 2 2 2 9 9 2 2 9 2 2 2 2 9 2 left_child=1 2 6 4 5 20 -1 -7 11 16 12 -3 13 14 15 24 17 -10 -18 -17 -4 23 -23 -16 -2 -20 right_child=10 8 3 -5 -6 7 -8 -9 9 -11 -12 -13 -14 -15 21 19 18 -19 25 -21 -22 22 -24 -25 -26 -27 leaf_value=0.23952514695339516 -0.036288010783817458 0.069206589482865247 -0.052059371743883406 0.70972734737396237 0.61038866817951198 0.08366501123055646 0.55884886854785987 0.45938758221539588 -0.051689507615181707 0.20555098863208998 0.19197206463813782 0.23778656022023345 -0.18480975010178305 0.16167626965613593 0.1967060411494711 0.0085746671134275341 -0.011507384704821037 0.11157221103969374 -0.095553002653392505 -0.0085664583390141717 -0.14251499440934923 -0.06641109759990986 0.12582868790626525 0.044908822150900959 -0.078799875083270368 -0.12008458096048105 leaf_weight=61 220 53 70 20 22 261 59 22 62 34 25 59 22 21 23 1556 165 57 141 10115 63 26 20 32 101 23 leaf_count=61 220 53 70 20 22 261 59 22 62 34 25 59 22 21 23 1556 165 57 141 10115 63 26 20 32 101 23 internal_value=0 0.0881845 0.16076 0.100307 0.0747695 0.0464435 0.366024 0.109021 0.0160717 -0.0162399 -0.00653361 0.14506 -0.00694792 -0.0066249 -0.00691717 -0.0075384 -0.0334348 0.0244563 -0.0534916 -0.00627579 -0.0882699 0.0668436 0.0171714 0.108388 -0.0516406 -0.0989934 internal_weight=0 1172 578 458 438 416 120 283 594 482 12161 112 12136 12114 12093 11992 448 119 329 11671 133 101 46 55 321 164 internal_count=13333 1172 578 458 438 416 120 283 594 482 12161 112 12136 12114 12093 11992 448 119 329 11671 133 101 46 55 321 164 cat_boundaries=0 4 5 8 11 14 18 21 25 29 cat_threshold=67109376 16464 3261612288 40992 3688 0 16400 6291712 67108864 64 34078720 0 64 34078720 256 74240 16777216 131584 67108864 16 1075838976 138429448 2148040840 461824 16777216 0 8704 16777216 512 is_linear=0 shrinkage=0.01 Tree=177 num_leaves=16 num_cat=5 split_feature=4 25 25 24 1 25 2 25 5 10 1 4 4 8 5 split_gain=98984.1 95737.2 35274.4 36275.4 59337.2 37785.8 24489.8 19800.8 19108.4 12806.8 14417.9 13342 12406.1 11065.6 2747.99 threshold=344.25000000000006 0 1 2 26.955000000000002 3 149.26580000000004 4 172.87500000000003 170.05500000000004 233.80500000000004 27.535980000000006 37.82800000000001 2.1690000000000005 234.55500000000004 decision_type=2 9 9 1 2 9 2 9 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -3 7 -5 9 10 11 -4 -9 -7 -10 right_child=-2 2 8 6 -6 13 -8 12 14 -11 -12 -13 -14 -15 -16 leaf_value=0.28061174613385165 0.60670224225079572 0.23932157923304848 -0.0095500025892838215 0.11893868323030143 0.59898901634216306 0.048008920485714833 0.2545486676387298 -0.014576139433068914 0.28427721333503725 -0.24379641566587532 0.23725483079751331 0.069234033877446768 -0.25080096783845318 -0.16879514024807857 0.12836345672607422 leaf_weight=111 27 116 11633 106 25 249 39 666 20 23 24 219 23 26 26 leaf_count=111 27 116 11633 106 25 249 39 666 20 23 24 219 23 26 26 internal_value=0 0.000606781 -0.00195988 0.0483674 0.123697 0.0964708 0.00977269 -0.00211226 -0.0072625 -0.00805497 -0.00759842 -0.00809424 -0.0221404 0.0265458 0.196152 internal_weight=0 13306 13195 1250 416 391 834 795 11945 11899 11876 11852 689 275 46 internal_count=13333 13306 13195 1250 416 391 834 795 11945 11899 11876 11852 689 275 46 cat_boundaries=0 3 7 8 11 15 cat_threshold=0 16384 35651840 67125761 32784 3226091520 16818208 3140 67108864 16 2151677952 16384 32768 655360 32 is_linear=0 shrinkage=0.01 Tree=178 num_leaves=27 num_cat=10 split_feature=25 24 25 2 0 24 25 25 26 24 26 19 26 10 16 25 25 26 2 2 0 24 26 26 26 26 split_gain=93109.6 59203.1 60387.8 35594.7 41413.5 28737.3 32092.6 24730.2 13691.5 12171.9 14787.1 9599.22 7724.95 6672.93 5353.6 5020.84 4784.99 6267.25 4620.65 6919.4 2096.42 840.711 2086.59 303.204 155.703 65.7353 threshold=0 1 2 67.575000000000003 181.87500000000003 3 4 5 2022.5000000000002 6 2022.5000000000002 54.201000000000008 2022.5000000000002 170.05500000000004 118.09000000000002 7 8 2022.5000000000002 169.68000000000004 89.265000000000001 25.910000000000004 9 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 9 2 2 1 9 9 2 1 2 2 2 2 2 9 9 2 2 2 2 1 2 2 2 2 left_child=1 2 8 4 5 25 -7 12 -1 10 -9 13 -3 14 15 21 20 -18 19 -17 23 22 -2 -11 -23 -4 right_child=11 7 3 -5 -6 6 -8 9 -10 16 -12 -13 -14 -15 -16 18 17 -19 -20 -21 -22 24 -24 -25 -26 -27 leaf_value=0.26250028082040638 -0.067724838213487099 0.067855967485679777 -0.083087443267145455 0.46534490470886236 0.49924599105661566 0.014449155940565951 0.2352747001647949 -0.04745748348236084 0.4647542565110801 0.0010130937566462251 0.14414829413096109 0.18933317322731019 0.23419454461437161 -0.18082121047106658 0.14934987490827387 -0.0059025293756238342 -0.037532271317073276 -0.18714191841227668 -0.12772053764712427 0.1310643751556809 -0.11897792971134186 -0.059973779073575643 0.018992301268236977 -0.024398982590371435 -0.07991080179214477 -0.068583425302354117 leaf_weight=65 55 53 62 25 22 162 110 75 69 97 87 25 59 22 22 11756 56 56 31 37 20 82 56 91 75 63 leaf_count=65 55 53 62 25 22 162 110 75 69 97 87 25 59 22 22 11756 56 56 31 37 20 82 56 91 75 63 internal_value=0 0.0865531 0.158152 0.0966147 0.0769199 0.0535165 0.10893 0.0154174 0.341184 -0.016467 0.0522185 -0.00641127 0.142736 -0.00681979 -0.00650378 -0.00678734 -0.0517677 -0.103129 -0.00578841 -0.0054728 -0.0206495 -0.0488218 -0.0219942 -0.0112874 -0.0653363 -0.0701643 internal_weight=0 1172 578 444 419 397 272 594 134 482 162 12161 112 12136 12114 12092 320 112 11824 11793 208 268 111 188 157 125 internal_count=13333 1172 578 444 419 397 272 594 134 482 162 12161 112 12136 12114 12092 320 112 11824 11793 208 268 111 188 157 125 cat_boundaries=0 4 5 8 9 12 15 16 20 23 24 cat_threshold=67109376 16464 3261612288 40992 3688 0 16448 6291712 520 512 0 1107820544 0 64 34078720 5 0 74240 16777216 131072 67109376 0 2147483648 2833 is_linear=0 shrinkage=0.01 Tree=179 num_leaves=17 num_cat=6 split_feature=4 25 25 24 7 5 0 25 10 4 4 25 25 5 3 2 split_gain=96297.6 93204.4 34139.8 35093 23267.4 18598.9 17650.6 21110.6 12417.9 12871.2 42966.9 11052.8 6210.77 2726.73 2533.18 172.957 threshold=344.25000000000006 0 1 2 178.65425000000002 172.87500000000003 181.87500000000003 3 170.05500000000004 27.535980000000006 30.100200000000005 4 5 234.55500000000004 22.008000000000003 2.1940000000000004 decision_type=2 9 9 1 2 2 2 9 2 2 2 9 9 2 2 2 left_child=1 -1 3 12 6 8 7 -5 9 11 -11 -4 14 -7 15 -3 right_child=-2 2 5 4 -6 13 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=0.2768699484817253 0.59840774677417896 -0.060971935292085007 -0.06555309112036406 0.023725664960275783 0.39171108702818552 0.28131282210350039 0.28634826108029016 0.13150281549289528 -0.24007205887981084 0.49849153476102009 0.022891322812393082 -0.0072292822050718224 0.012534656311998417 0.12600334956095768 -0.17564394783973694 -0.03227340430021286 leaf_weight=111 27 168 325 495 24 20 38 292 23 21 199 11331 189 26 20 24 leaf_count=111 27 168 325 495 24 20 38 292 23 21 199 11331 189 26 20 24 internal_value=0 0.000593668 -0.0019388 0.0475724 0.0837923 -0.00715543 0.0758504 0.0656865 -0.00793727 -0.0074877 0.0682895 -0.00891795 -0.0292855 0.193529 -0.0654537 -0.0573846 internal_weight=0 13306 13195 1250 849 11945 825 787 11899 11876 220 11656 401 46 212 192 internal_count=13333 13306 13195 1250 849 11945 825 787 11899 11876 220 11656 401 46 212 192 cat_boundaries=0 3 7 8 12 16 19 cat_threshold=0 16384 35651840 67125761 32784 3226091520 16818208 786 16897 32768 131072 16777216 256 65600 16777216 131072 512 16 1078460416 is_linear=0 shrinkage=0.01 Tree=180 num_leaves=18 num_cat=5 split_feature=25 25 24 1 8 0 2 4 25 4 13 2 0 6 1 24 0 split_gain=86602.7 29236.1 65554.5 43542.2 35511.1 30224.6 17396.1 15839.3 14665.3 12097 10202 5522.35 7929.22 6907.51 3234.98 2369.84 1871.87 threshold=0 1 2 21.947000000000003 15.587750000000002 32.559500000000007 15.580500000000002 11.972000000000001 3 32.812000000000005 118.09000000000002 207.80256000000003 211.57500000000002 218.62500000000003 38.841000000000015 4 269.79925000000003 decision_type=9 9 1 2 2 2 2 2 9 2 2 2 2 2 2 1 2 left_child=-1 2 3 5 9 6 7 -2 -3 14 11 12 13 -10 15 -4 -14 right_child=1 8 4 -5 -6 -7 -8 -9 10 -11 -12 -13 16 -15 -16 -17 -18 leaf_value=0.21846350364263548 0.15537656296177108 -0.10724041266100746 -0.070366770570928397 0.49221665981837681 0.37647063851356505 -0.16583107391993207 0.43061357202984041 -0.11343124270439148 -0.0052147928323186292 -0.28361933881586249 0.18304631035903404 -0.13392411174196187 0.19269231526747996 0.15795427239858187 -0.14675310249681828 -0.011376691039403279 0.060412784934043888 leaf_weight=171 253 130 100 35 20 33 21 24 12158 22 29 33 23 26 27 215 20 leaf_count=171 253 130 100 35 20 33 21 24 12158 22 29 33 23 26 27 215 20 internal_value=0 -0.00177297 0.0584386 0.152622 -0.0329255 0.121324 0.153124 0.132086 -0.00545332 -0.0563243 -0.00429024 -0.00473686 -0.0043882 -0.0048666 -0.041703 -0.0326987 0.131167 internal_weight=0 13169 750 366 384 331 298 277 12419 364 12289 12260 12227 12184 342 315 43 internal_count=13340 13169 750 366 384 331 298 277 12419 364 12289 12260 12227 12184 342 315 43 cat_boundaries=0 3 7 8 11 12 cat_threshold=0 16448 256 512 16 1111506944 8736 3173 0 32768 2621440 640 is_linear=0 shrinkage=0.01 Tree=181 num_leaves=17 num_cat=3 split_feature=25 25 25 1 1 6 1 0 8 13 9 0 6 0 6 0 split_gain=84974.5 28645.4 14395.1 12033.1 30452.3 19436.5 17815 14346.3 16010.2 9998.98 6744.29 8309.64 7017.56 733.91 301.38 179.141 threshold=0 1 2 217.36500000000004 21.947000000000003 2.8373970000000006 37.369500000000009 33.525000000000013 23.848040000000005 118.09000000000002 162.18600000000004 211.57500000000002 218.62500000000003 200.13000000000002 176.53925000000004 259.57500000000005 decision_type=9 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 5 7 -6 8 -2 10 11 12 -4 -9 -7 -13 right_child=1 2 9 -5 6 14 -8 13 -10 -11 -12 15 -14 -15 -16 -17 leaf_value=0.21639956721943385 0.067021232236495656 -0.10624460923671723 -0.0051523800658159888 -0.14110766427270297 0.53692556285858151 -0.11431549285139356 0.14897443968674232 -0.059706305861473082 0.32578197441101076 0.18121585023814235 -0.14745580210830228 0.15676521346682595 0.15334191977977754 -0.14028100600609414 -0.16260742863019306 0.1154602447010222 leaf_weight=171 549 130 12157 29 20 28 29 20 25 29 33 21 28 26 24 21 leaf_count=171 549 130 12157 29 20 28 29 20 25 29 33 21 28 26 24 21 internal_value=0 -0.00175667 -0.00539965 0.0578434 0.0666479 0.0490988 0.307322 0.0646738 0.0782913 -0.00424733 -0.0046895 -0.00430418 -0.00478817 -0.105249 -0.136604 0.136113 internal_weight=0 13169 12419 750 721 672 49 620 574 12289 12260 12227 12185 46 52 42 internal_count=13340 13169 12419 750 721 672 49 620 574 12289 12260 12227 12185 46 52 42 cat_boundaries=0 3 7 10 cat_threshold=0 16448 256 512 16 1111506944 8736 0 32768 2621440 is_linear=0 shrinkage=0.01 Tree=182 num_leaves=21 num_cat=7 split_feature=25 25 24 8 2 24 25 4 13 2 3 25 26 24 26 4 3 26 26 26 split_gain=83376.3 28076.1 64277.9 34556 20364.4 15907.9 14129.8 11841.1 9800 5424.85 6410.21 5241.91 3418.15 2391.41 1971.17 1931.35 1684.07 613.144 193.204 0.0343483 threshold=0 1 2 15.587750000000002 31.872000000000003 3 4 32.812000000000005 118.09000000000002 207.80256000000003 177.71725000000004 5 2022.5000000000002 6 2022.5000000000002 11.972000000000001 23.806250000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 1 2 2 1 9 2 2 2 2 9 2 1 2 2 2 2 2 2 left_child=14 2 4 7 5 12 19 13 9 10 11 -8 -2 17 -1 18 -15 -4 -7 -3 right_child=1 6 3 -5 -6 15 8 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 leaf_value=0.19273951160206515 0.30791109057894928 -0.11318975578993559 0.01685391333565783 0.37064684224128724 0.4495977119965987 0.098323693358379871 0.0057595056757077561 -0.2811662528731606 0.17940368504359802 -0.13268441720442339 0.12208769464492798 -0.0088115064119329688 0.19579461647914007 -0.053938607048988348 0.26064442956170369 -0.013253743648529053 -0.14807377082960946 -0.028429539556856509 0.07931822253018618 -0.11351488955093153 leaf_weight=85 57 64 67 20 22 115 3431 22 29 33 40 8756 52 200 86 20 21 54 100 66 leaf_count=85 57 64 67 20 22 115 3431 22 29 33 40 8756 52 200 86 20 21 54 100 66 internal_value=0 -0.00173991 0.057265 -0.0331878 0.150525 0.135774 -0.0053465 -0.0562882 -0.00420486 -0.0046426 -0.00429702 -0.00471184 0.233044 -0.0418224 0.214355 0.0774448 -0.0601613 -0.00309911 0.0894839 -0.105258 internal_weight=0 13169 750 384 366 344 12419 364 12289 12260 12227 12187 109 342 171 235 221 121 215 130 internal_count=13340 13169 750 384 366 344 12419 364 12289 12260 12227 12187 109 342 171 235 221 121 215 130 cat_boundaries=0 3 7 8 9 12 16 17 cat_threshold=0 16448 256 512 16 1111506944 8736 3173 1088 0 32768 2621440 2353022225 8071816 537266176 16941056 10 is_linear=0 shrinkage=0.01 Tree=183 num_leaves=16 num_cat=3 split_feature=25 25 25 1 1 10 0 1 6 13 9 0 1 0 0 split_gain=81717.1 27517.4 13848.6 11782.8 29920.6 19487.7 17838.8 17348.3 14173 9604.98 6612.57 8145.1 6953.03 1077.02 176.65 threshold=0 1 2 217.36500000000004 21.947000000000003 2.2424500000000003 32.559500000000007 37.369500000000009 2.8373970000000006 118.09000000000002 162.18600000000004 211.57500000000002 67.575000000000003 200.13000000000002 259.57500000000005 decision_type=9 9 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 5 6 8 -6 -2 10 11 12 -4 -8 -13 right_child=1 2 9 -5 7 -7 13 -9 -10 -11 -12 14 -14 -15 -16 leaf_value=0.21221156863217855 0.088684229892492292 -0.10420546880790166 -0.0054246865553736878 -0.14018565983607853 0.53053721404075627 -0.18896534247831867 -0.07325447009957356 0.14770153374507511 -0.10627586579322815 0.17760964771796917 -0.14596156337044455 0.15531345685323081 0.073383436725202908 -0.16719620741330662 0.11429661024184455 leaf_weight=171 550 130 12072 29 20 33 23 29 40 29 33 21 113 26 21 leaf_count=171 550 130 12072 29 20 33 23 29 40 29 33 21 113 26 21 internal_value=0 -0.00172254 -0.00529306 0.0566923 0.0653975 0.0480022 0.06024 0.303961 0.0754666 -0.00416284 -0.0045962 -0.00421466 -0.00469384 -0.123101 0.134805 internal_weight=0 13169 12419 750 721 672 639 49 590 12289 12260 12227 12185 49 42 internal_count=13340 13169 12419 750 721 672 639 49 590 12289 12260 12227 12185 49 42 cat_boundaries=0 3 7 10 cat_threshold=0 16448 256 512 16 1111506944 8736 0 32768 2621440 is_linear=0 shrinkage=0.01 Tree=184 num_leaves=23 num_cat=6 split_feature=25 25 24 0 6 1 1 1 4 8 5 25 25 0 5 1 5 7 25 13 26 26 split_gain=80180.3 26835.9 71527.2 26634.5 31779 25665.6 23399.9 41039.1 22437.6 31217.2 19630.7 15315.9 13345.3 5944.34 14442.5 12157.1 5115.87 4505.71 4178.46 4127.57 1931.94 0.0336646 threshold=0 1 2 176.53925000000004 114.42500000000001 2.822397 105.004 217.36500000000004 37.82800000000001 23.848040000000005 23.747500000000006 3 4 12.195500000000001 31.526250000000001 41.402500000000011 199.12500000000003 121.37500000000001 5 58.223000000000006 2022.5000000000002 2022.5000000000002 decision_type=9 9 1 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 9 2 2 2 left_child=20 2 3 4 5 10 8 -8 9 11 -2 -4 21 16 15 18 17 19 -15 -14 -1 -3 right_child=1 12 6 -5 -6 -7 7 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.18869001433428598 0.16675193375524353 -0.11101580530405045 0.075346741492186134 0.47551163105964661 0.51474601972670786 -0.15555867776274682 0.4657581920976992 -0.085597980022430423 -0.28890798614871116 0.32602745202871469 -0.13159676849842072 -0.048265630051755076 -0.0062493585439862475 0.061220468753682714 0.29110872054100034 0.25296308869407291 -0.16634504365921021 -0.11796464486254586 -0.0078391795815941166 0.10251525477000646 0.25591585081677104 -0.11133768724672721 leaf_weight=85 272 64 113 25 21 32 27 27 31 26 24 560 11250 102 20 21 20 36 397 35 86 66 leaf_count=85 272 64 113 25 21 32 27 27 31 26 24 560 11250 102 20 21 20 36 397 35 86 66 internal_value=0 -0.0017061 0.0440573 0.156036 0.137622 0.113477 -0.0106535 0.19008 -0.0256482 -0.0139729 0.142561 -0.0271081 -0.0061512 -0.00500297 0.0274084 0.0172661 -0.00655065 -0.00626835 0.00734699 -0.00591203 0.210207 -0.103238 internal_weight=0 13169 1158 374 349 328 784 54 730 699 296 673 12011 11881 540 520 11341 11321 499 11285 171 130 internal_count=13340 13169 1158 374 349 328 784 54 730 699 296 673 12011 11881 540 520 11341 11321 499 11285 171 130 cat_boundaries=0 3 7 8 12 15 19 cat_threshold=0 16448 256 67109632 2097168 3258992640 16785952 3168 0 0 1107312640 16777728 0 32768 2621440 134218752 0 536870912 16 is_linear=0 shrinkage=0.01 Tree=185 num_leaves=11 num_cat=2 split_feature=10 25 4 26 25 13 2 7 7 26 split_gain=88802.6 41879.9 27691.2 23201.7 20684 19391.4 20462.4 13555.6 29981.8 14.4014 threshold=279.07800000000003 0 333.3454000000001 2022.5000000000002 1 55.232840000000003 2.0785010000000006 284.98750000000007 174.00000000000003 2022.5000000000002 decision_type=2 9 2 2 9 2 2 2 2 2 left_child=1 3 4 -1 9 7 -7 8 -6 -3 right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 leaf_value=0.052419854096003943 0.59279482460021971 -0.14862805147171021 -0.34498349229494729 0.31585486695170401 -0.0050750029207460032 0.044959024786949159 0.4367091960906983 -0.25266424092379486 0.2691278406381607 -0.15607600821389092 leaf_weight=70 25 50 24 64 12888 40 20 22 40 54 leaf_count=70 25 50 24 64 12888 40 20 22 40 54 internal_value=0 -0.0037615 -0.00561353 0.165862 -0.00499673 -0.00381472 0.175542 -0.00464866 -0.0042266 -0.139118 internal_weight=0 13272 13138 134 13114 13010 60 12950 12928 104 internal_count=13297 13272 13138 134 13114 13010 60 12950 12928 104 cat_boundaries=0 3 7 cat_threshold=0 0 2147483904 0 16384 2621440 131072 is_linear=0 shrinkage=0.01 Tree=186 num_leaves=11 num_cat=2 split_feature=10 25 4 26 25 13 7 7 13 26 split_gain=87035.4 41046.5 27140.1 22740 20272.4 19005.6 13285.9 29385.2 4232.45 14.1148 threshold=279.07800000000003 0 333.3454000000001 2022.5000000000002 1 55.232840000000003 284.98750000000007 174.00000000000003 206.70431000000005 2022.5000000000002 decision_type=2 9 2 2 9 2 2 2 2 2 left_child=1 3 4 -1 9 6 7 -6 -7 -3 right_child=-2 2 -4 -5 5 8 -8 -9 -10 -11 leaf_value=0.0518956549508231 0.5868668642044067 -0.14714177227020264 -0.34153364777565004 0.31269630743656307 -0.005024252984937483 0.23541773221431633 -0.25013759266246449 0.26643656408786776 0.059329879851568318 -0.15451524836045724 leaf_weight=70 25 50 24 64 12888 39 22 40 21 54 leaf_count=70 25 50 24 64 12888 39 22 40 21 54 internal_value=0 -0.00372388 -0.0055574 0.164203 -0.00494676 -0.00377657 -0.00460217 -0.00418434 0.173787 -0.137727 internal_weight=0 13272 13138 134 13114 13010 12950 12928 60 104 internal_count=13297 13272 13138 134 13114 13010 12950 12928 60 104 cat_boundaries=0 3 7 cat_threshold=0 0 2147483904 0 16384 2621440 131072 is_linear=0 shrinkage=0.01 Tree=187 num_leaves=11 num_cat=2 split_feature=10 25 4 26 25 13 2 7 7 26 split_gain=85303.4 40229.7 26600 22287.5 19868.9 18627.3 20041.6 13021.5 28800.4 13.8339 threshold=279.07800000000003 0 333.3454000000001 2022.5000000000002 1 55.232840000000003 2.0785010000000006 284.98750000000007 174.00000000000003 2022.5000000000002 decision_type=2 9 2 2 9 2 2 2 2 2 left_child=1 3 4 -1 9 7 -7 8 -6 -3 right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 leaf_value=0.051376699720110212 0.58099820632934573 -0.14567035312652588 -0.33811831434567774 0.30956933983485213 -0.0049740103316835279 0.042815588355064396 0.43051618671417241 -0.24763621893796053 0.26377219879627228 -0.15297009198753922 leaf_weight=70 25 50 24 64 12888 40 20 22 40 54 leaf_count=70 25 50 24 64 12888 40 20 22 40 54 internal_value=0 -0.00368664 -0.00550182 0.162561 -0.00489729 -0.0037388 0.172049 -0.00455615 -0.00414249 -0.13635 internal_weight=0 13272 13138 134 13114 13010 60 12950 12928 104 internal_count=13297 13272 13138 134 13114 13010 60 12950 12928 104 cat_boundaries=0 3 7 cat_threshold=0 0 2147483904 0 16384 2621440 131072 is_linear=0 shrinkage=0.01 Tree=188 num_leaves=9 num_cat=2 split_feature=10 25 4 25 13 2 7 7 split_gain=83605.9 39429.1 26070.7 19473.5 18256.7 19642.7 12762.3 28227.3 threshold=279.07800000000003 0 333.3454000000001 1 55.232840000000003 2.0785010000000006 284.98750000000007 174.00000000000003 decision_type=2 9 2 9 2 2 2 2 left_child=1 -1 3 -3 6 -6 7 -5 right_child=-2 2 -4 4 5 -7 -8 -9 leaf_value=0.1609355464950204 0.57518823890686033 -0.13498652437277009 -0.33473712921142579 -0.0049242702882848497 0.0423874329328537 0.42621099376678467 -0.24515985792333428 0.26113447952270508 leaf_weight=134 25 104 24 12888 40 20 22 40 leaf_count=134 25 104 24 12888 40 20 22 40 internal_value=0 -0.00364978 -0.0054468 -0.00484832 -0.00370141 0.170329 -0.00451059 -0.00410107 internal_weight=0 13272 13138 13114 13010 60 12950 12928 internal_count=13297 13272 13138 13114 13010 60 12950 12928 cat_boundaries=0 3 7 cat_threshold=0 0 2147483904 0 16384 2621440 131072 is_linear=0 shrinkage=0.01 Tree=189 num_leaves=10 num_cat=0 split_feature=10 4 6 17 17 11 2 6 11 split_gain=81942.1 18035.7 13626.2 9825.03 9334.57 8811.56 11729.3 4408.7 1065.42 threshold=279.07800000000003 365.72000000000008 218.62500000000003 192.82422000000003 59.620500000000007 176.53925000000004 255.10500000000002 272.07425000000006 267.95700000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 -7 right_child=-2 -3 7 -5 -6 8 -8 -9 -10 leaf_value=-0.0039090560862266917 0.56943634510040286 -0.30368388223648074 0.25844624866138804 -0.21998351233346122 0.19352510790030164 -0.099822319562618542 0.16759297305345533 0.082204034924507147 -0.19690417104959487 leaf_weight=13059 25 20 22 21 24 26 40 40 20 leaf_count=13059 25 20 22 21 24 26 40 40 20 internal_value=0 -0.00361308 -0.00316022 -0.00385543 -0.00351078 -0.00387053 -0.00338535 0.144742 -0.142032 internal_weight=0 13272 13252 13190 13169 13145 13099 62 46 internal_count=13297 13272 13252 13190 13169 13145 13099 62 46 is_linear=0 shrinkage=0.01 Tree=190 num_leaves=11 num_cat=2 split_feature=8 0 25 7 25 0 0 6 4 0 split_gain=103274 50857.1 55958.8 34968 24305.3 12705 34808.2 10974.5 7975.17 201.046 threshold=263.93200000000007 344.25000000000006 0 279.07800000000003 1 217.36500000000004 172.87500000000003 29.757000000000005 29.353500000000004 259.57500000000005 decision_type=2 2 9 2 9 2 2 2 2 2 left_child=1 2 -1 4 7 6 -6 8 -4 -7 right_child=-2 -3 3 -5 5 9 -8 -9 -10 -11 leaf_value=0.20309273201090691 0.70022296905517578 0.39048443447459824 -0.11075497546238813 0.3690217708587647 -0.0031228325630400827 -0.19210758845011394 0.36314434560445641 0.13639750639597575 0.090154858997889942 -0.1491783415079117 leaf_weight=121 21 33 334 25 12701 24 26 21 21 20 leaf_count=121 21 33 334 25 12701 24 26 21 21 20 internal_value=0 -0.00160088 -0.00257424 -0.00461421 -0.00532822 -0.00295873 -0.00237459 -0.0835092 -0.0988702 -0.172594 internal_weight=0 13326 13293 13172 13147 12771 12727 376 355 44 internal_count=13347 13326 13293 13172 13147 12771 12727 376 355 44 cat_boundaries=0 4 8 cat_threshold=0 0 2621696 139264 16384 49216 33701888 544 is_linear=0 shrinkage=0.01 Tree=191 num_leaves=11 num_cat=4 split_feature=8 0 25 26 7 25 25 24 1 26 split_gain=101219 49844.7 54928 90318.1 34272.1 24067.9 13093.1 21060 11422 18.5269 threshold=263.93200000000007 344.25000000000006 0 2022.5000000000002 279.07800000000003 1 2 3 148.98750000000004 2022.5000000000002 decision_type=2 2 9 2 2 9 9 1 2 2 left_child=1 2 3 -1 5 9 7 -7 -8 -4 right_child=-2 -3 4 -5 -6 6 8 -9 -10 -11 leaf_value=-0.039988853409886359 0.69322076525006981 0.38657961050669348 -0.15521955150824326 0.50734547573223454 0.3653315511703491 -0.018444732719863507 -0.0081994127823866812 0.056555559883544125 0.15900678762575476 -0.16343974571803521 leaf_weight=64 21 33 52 57 25 663 11489 844 41 58 leaf_count=64 21 33 52 57 25 663 11489 844 41 58 internal_value=0 -0.00158335 -0.00254697 0.201217 -0.00456807 -0.00527493 -0.00397016 0.0236553 -0.00759825 -0.146258 internal_weight=0 13326 13293 121 13172 13147 13037 1507 11530 110 internal_count=13347 13326 13293 121 13172 13147 13037 1507 11530 110 cat_boundaries=0 4 8 12 13 cat_threshold=0 0 2621696 139264 0 16384 33701888 32 201327361 524304 1094778880 18907136 899 is_linear=0 shrinkage=0.01 Tree=192 num_leaves=9 num_cat=4 split_feature=8 25 0 25 12 25 3 24 split_gain=99204.2 48874.4 59109.1 25100.7 23800 12235 18372 17601.9 threshold=263.93200000000007 0 344.25000000000006 1 246.67500000000004 2 243.26250000000002 3 decision_type=2 9 2 9 2 9 2 1 left_child=1 -1 3 -3 5 7 -7 -5 right_child=-2 2 -4 4 -6 6 -8 -9 leaf_value=0.18990375917969327 0.68628854206630163 -0.14728416860103608 0.43267003197823806 0.07284937622316047 0.32546324903314761 -0.0076988379125720822 0.2956473343372345 -0.00082842532381389208 leaf_weight=122 21 112 31 475 22 11557 20 987 leaf_count=122 21 112 31 475 22 11557 20 987 internal_value=0 -0.00156723 -0.00347754 -0.00450657 -0.00316704 -0.00372394 -0.0071686 0.0234416 internal_weight=0 13326 13204 13173 13061 13039 11577 1462 internal_count=13347 13326 13204 13173 13061 13039 11577 1462 cat_boundaries=0 4 8 12 13 cat_threshold=0 0 1074266368 139264 0 16384 33701888 32 201327361 524288 23135232 18907136 2160 is_linear=0 shrinkage=0.01 Tree=193 num_leaves=13 num_cat=3 split_feature=8 0 25 26 7 25 24 0 0 4 26 0 split_gain=97229.8 47791.7 53130.2 88506.2 33533.9 23332.8 31268.7 12528.3 34007.2 2287.72 1176.38 195.448 threshold=263.93200000000007 344.25000000000006 0 2022.5000000000002 279.07800000000003 1 2 217.36500000000004 172.87500000000003 32.812000000000005 2022.5000000000002 259.57500000000005 decision_type=2 2 9 2 2 9 1 2 2 2 2 2 left_child=1 2 3 -1 5 6 10 8 -7 -8 -4 -9 right_child=-2 -3 4 -5 -6 7 9 11 -10 -11 -12 -13 leaf_value=-0.040972546748816965 0.67942565917968756 0.37853423523180413 0.022858385587560721 0.50084373306809815 0.36141187324523927 -0.0030191320177640909 -0.13967971998930984 -0.19055105537176131 0.35900934301889864 -0.25105238080024722 0.085760972402134872 -0.14822362768650055 leaf_weight=64 21 33 58 57 25 12701 237 24 26 20 61 20 leaf_count=64 21 33 58 57 25 12701 237 24 26 20 61 20 internal_value=0 -0.0015507 -0.00249426 0.197907 -0.00448203 -0.00518121 -0.0817822 -0.00285967 -0.00227954 -0.142791 0.0508311 -0.171311 internal_weight=0 13326 13293 121 13172 13147 376 12771 12727 257 119 44 internal_count=13347 13326 13293 121 13172 13147 376 12771 12727 257 119 44 cat_boundaries=0 4 8 9 cat_threshold=0 0 2621696 139264 16384 49216 33701888 544 275 is_linear=0 shrinkage=0.01 Tree=194 num_leaves=10 num_cat=4 split_feature=8 0 25 7 25 24 1 25 1 split_gain=95295 46840.6 52072.9 32866.5 23074.9 29199.4 15063.3 14519.8 5536.24 threshold=263.93200000000007 344.25000000000006 0 279.07800000000003 1 2 263.93200000000007 3 32.925000000000004 decision_type=2 2 9 2 9 1 2 9 2 left_child=1 2 -1 4 5 -4 7 -6 -7 right_child=-2 -3 3 -5 6 8 -8 -9 -10 leaf_value=0.19592818676970389 0.67263139088948565 0.37474890195962152 0.046012531766185055 0.35779774913787843 0.026466957161955525 -0.154554745941998 -0.2129658140855677 -0.0061740735648424727 0.018323461055755615 leaf_weight=121 21 33 125 25 1542 251 34 11175 20 leaf_count=121 21 33 125 25 1542 251 34 11175 20 internal_value=0 -0.00153519 -0.00246932 -0.00443721 -0.0051294 -0.0793475 -0.00276006 -0.00220023 -0.13675 internal_weight=0 13326 13293 13172 13147 396 12751 12717 271 internal_count=13347 13326 13293 13172 13147 396 12751 12717 271 cat_boundaries=0 4 8 9 13 cat_threshold=0 0 2621696 139264 16384 49216 33703936 544 275 201327361 524304 1094779904 18907136 is_linear=0 shrinkage=0.01 Tree=195 num_leaves=11 num_cat=0 split_feature=4 6 1 5 0 0 26 14 10 6 split_gain=85334.7 20304.4 21907.5 18625.8 15664.5 60011.8 23396.3 15964.7 26198.2 3076.95 threshold=293.85000000000008 218.62500000000003 339.56250000000006 333.3454000000001 172.87500000000003 220.33000000000001 2022.5000000000002 182.65800000000004 243.26250000000002 263.93200000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 -6 -7 8 -1 -3 right_child=-2 9 -4 -5 5 6 -8 -9 -10 -11 leaf_value=-0.0017956582358627309 0.48630727595753143 0.28215308189392091 -0.28659809465761538 -0.29218392458829012 0.51558140039443967 0.18936542890689992 -0.19357474816151155 0.26725821104916658 -0.36400042327493431 0.13060026503898001 leaf_weight=13030 36 21 27 22 28 27 39 22 20 37 leaf_count=13030 36 21 27 22 28 27 39 22 20 37 internal_value=0 -0.00122103 -0.00204043 -0.00145785 -0.000972051 0.127657 -0.0369174 -0.00189701 -0.00235076 0.185473 internal_weight=0 13273 13215 13188 13166 94 66 13072 13050 58 internal_count=13309 13273 13215 13188 13166 94 66 13072 13050 58 is_linear=0 shrinkage=0.01 Tree=196 num_leaves=12 num_cat=2 split_feature=4 25 26 6 25 8 0 0 26 1 6 split_gain=83636.6 67172.5 134451 24586.9 31044.5 26719.6 24296.1 53086.1 23557.8 15796.2 3603.96 threshold=293.85000000000008 0 2022.5000000000002 218.62500000000003 1 263.93200000000007 176.53925000000004 217.36500000000004 2022.5000000000002 272.07425000000006 263.93200000000007 decision_type=2 9 2 2 9 2 2 2 2 2 2 left_child=1 2 -1 4 8 6 9 -8 -3 -6 -5 right_child=-2 3 -4 10 5 -7 7 -9 -10 -11 -12 leaf_value=-0.071442040625740499 0.48144418689939711 -0.022364114741204491 0.57519092129879312 0.31319786071777345 -0.0032768590092714196 0.34608183600685816 0.60315391620000203 0.013588269565786635 -0.20793574655597863 -0.2454109576896385 0.14577395379543304 leaf_weight=68 36 142 61 20 12688 22 21 56 132 27 36 leaf_count=68 36 142 61 20 12688 22 21 56 132 27 36 internal_value=0 -0.00120882 0.217472 -0.00351781 -0.00441512 -0.00211805 -0.00271855 0.174379 -0.107828 -0.00379103 0.205568 internal_weight=0 13273 129 13144 13088 12814 12792 77 274 12715 56 internal_count=13309 13273 129 13144 13088 12814 12792 77 274 12715 56 cat_boundaries=0 3 6 cat_threshold=256 0 2621696 67108864 16448 1073741824 is_linear=0 shrinkage=0.01 Tree=197 num_leaves=14 num_cat=3 split_feature=4 25 26 25 2 1 25 1 1 5 26 4 0 split_gain=81972.2 65835.8 131776 18993.9 31475 20347.7 19786.2 15381.1 28323.8 23947.8 15312.4 10987.5 3539.78 threshold=293.85000000000008 0 2022.5000000000002 1 22.196000000000005 272.07425000000006 2 21.947000000000003 36.725000000000009 199.12500000000003 2022.5000000000002 149.69580000000005 19.921000000000003 decision_type=2 9 2 9 2 2 9 2 2 2 2 2 2 left_child=1 2 -1 4 10 6 7 9 -9 -5 -3 12 -8 right_child=-2 3 -4 5 -6 -7 11 8 -10 -11 -12 -13 -14 leaf_value=-0.070727620124816898 0.47662975019878817 -0.039037987528823488 0.56943900827501648 0.034676499548042715 0.29492630982398987 -0.25354136914014819 -0.0066272116948490178 0.4957153735160828 0.064582931622862813 -0.24263755872845649 -0.19372169154790023 0.19629281367968632 0.026457529445668242 leaf_weight=68 36 127 61 1159 20 32 11201 20 64 32 129 27 333 leaf_count=68 36 127 61 1159 20 32 11201 20 64 32 129 27 333 internal_value=0 -0.00119674 0.215297 -0.00348263 -0.0840888 -0.0016898 -0.00106325 0.036166 0.167234 0.0272256 -0.116984 -0.00519585 -0.00567202 internal_weight=0 13273 129 13144 276 12868 12836 1275 84 1191 256 11561 11534 internal_count=13309 13273 129 13144 276 12868 12836 1275 84 1191 256 11561 11534 cat_boundaries=0 3 6 10 cat_threshold=256 0 2621696 0 18496 1074003968 67125768 2097168 2202206208 19013664 is_linear=0 shrinkage=0.01 Tree=198 num_leaves=11 num_cat=3 split_feature=10 25 26 0 6 25 8 26 25 6 split_gain=80336.3 56525.3 115184 37371.1 16805.2 22687.3 24927.2 24277.3 11427.6 5995.34 threshold=279.07800000000003 0 2022.5000000000002 344.25000000000006 218.62500000000003 1 263.93200000000007 2022.5000000000002 2 355.00000000000006 decision_type=2 9 2 2 2 9 2 2 9 2 left_child=1 2 -1 4 5 7 8 -3 -7 -6 right_child=-2 3 -4 -5 9 6 -8 -9 -10 -11 leaf_value=-0.070020343556123618 0.56643539543151855 -0.0054969079400363722 0.5259405131493845 0.3756516038454496 0.25665920467087716 0.024623865929651222 0.33378160736777568 -0.18767768240989521 -0.0063365494961056335 0.037240862846374512 leaf_weight=68 25 152 62 26 33 1321 22 141 11439 20 leaf_count=68 25 152 62 26 33 1321 22 141 11439 20 internal_value=0 -0.000971036 0.198907 -0.00309527 -0.00384774 -0.00456808 -0.00253515 -0.0900927 -0.00311699 0.17386 internal_weight=0 13284 130 13154 13128 13075 12782 293 12760 53 internal_count=13309 13284 130 13154 13128 13075 12782 293 12760 53 cat_boundaries=0 3 6 10 cat_threshold=256 0 2621696 67108864 16448 262144 16905 2150105088 37945344 19046432 is_linear=0 shrinkage=0.01 Tree=199 num_leaves=12 num_cat=3 split_feature=4 25 6 25 1 0 0 14 6 2 25 split_gain=79958.8 63344.5 23574.6 29801.3 19581 21660.7 60894.6 13585.8 3480.21 3212.31 1501.35 threshold=293.85000000000008 0 218.62500000000003 1 272.07425000000006 176.53925000000004 217.36500000000004 182.65800000000004 263.93200000000007 11.141100000000002 2 decision_type=2 9 2 9 2 2 2 2 2 2 9 left_child=1 -1 3 9 5 7 -7 -5 -4 10 -3 right_child=-2 2 8 4 -6 6 -8 -9 -10 -11 -12 leaf_value=0.21117570377939895 0.4707392719056871 -0.066409926931063332 0.3070775926113129 -0.0028829878968405316 -0.25307546400254771 0.64052838766574871 -0.0022882767660277231 0.24583522016351875 0.14255316813786825 0.01254159927368164 -0.14466908882190654 leaf_weight=129 36 110 20 12685 31 20 56 22 36 20 144 leaf_count=129 36 110 20 12685 31 20 56 22 36 20 144 internal_value=0 -0.00118253 -0.00342475 -0.00430338 -0.00205281 -0.00144566 0.166874 -0.00245237 0.201312 -0.105625 -0.119088 internal_weight=0 13273 13144 13088 12814 12783 76 12707 56 274 254 internal_count=13309 13273 13144 13088 12814 12783 76 12707 56 274 254 cat_boundaries=0 3 6 9 cat_threshold=256 0 2621696 67108864 16448 1073741824 67108864 0 1073741824 is_linear=0 shrinkage=0.01 Tree=200 num_leaves=17 num_cat=3 split_feature=25 8 25 5 5 25 13 1 1 8 4 6 5 5 26 26 split_gain=71502.1 40404 16734 19746.4 11957 10283.5 9371.66 12199.9 7962.8 7833.37 6198.87 9820.57 5958.29 5468.26 3786.34 135.632 threshold=0 263.93200000000007 1 8.3918550000000014 28.639500000000002 2 24.080000000000002 157.57350000000002 205.12500000000003 25.505000000000003 189.44922000000003 211.12500000000003 211.12500000000003 53.44400000000001 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 6 -5 15 7 9 10 -2 11 -7 13 -6 -1 -4 right_child=1 -3 5 4 12 8 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.15339612283204732 0.026061936976263494 0.41699673694113026 -0.098213687033023481 0.35144925282551692 0.13279425649642945 -0.0049016008328694165 0.23496202385425569 -0.19348039468129474 -0.14807380272791934 -0.11983514472057945 0.12428557772894162 -0.1924095551456724 0.22225860614043014 -0.086094694251105899 0.24244509823620319 -0.120837096268276 leaf_weight=95 1166 23 53 26 25 11451 20 27 39 38 37 28 26 21 96 53 leaf_count=95 1166 23 53 26 25 11451 20 27 39 38 37 28 26 21 96 53 internal_value=0 -0.00176131 -0.00250297 0.0307123 0.167635 -0.00636635 0.0202316 0.0167429 -0.00542084 0.0214572 -0.00494244 -0.00535898 0.101258 0.0328667 0.188295 -0.100084 internal_weight=0 13033 13010 1349 98 11661 1251 1231 11555 1204 11516 11479 72 46 191 106 internal_count=13224 13033 13010 1349 98 11661 1251 1231 11555 1204 11516 11479 72 46 191 106 cat_boundaries=0 3 7 11 cat_threshold=0 16448 256 67125761 65536 2199998464 16941600 256 0 655360 8192 is_linear=0 shrinkage=0.01 Tree=201 num_leaves=10 num_cat=3 split_feature=10 25 0 4 12 25 24 8 26 split_gain=75095.4 63484 26781.2 35682.1 22552.2 17532.7 18049.4 11492.5 4736.09 threshold=279.07800000000003 0 344.25000000000006 333.3454000000001 238.56750000000002 1 2 172.87500000000003 2022.5000000000002 decision_type=2 9 2 2 2 9 1 2 2 left_child=1 8 3 4 5 6 -3 -7 -1 right_child=-2 2 -4 -5 -6 7 -8 -9 -10 leaf_value=0.18426142219769751 0.53801245230894823 0.08619521852407927 0.33886323597120205 -0.41454582441420784 0.33353488230705258 -0.0063437509428915144 0.0088964746261785705 -0.18782895156315393 0.31386781480577258 leaf_weight=59 26 395 23 21 20 11370 1221 35 54 leaf_count=59 26 395 23 21 20 11370 1221 35 54 internal_value=0 5.58826e-05 -0.00206817 -0.00267008 -0.00200684 -0.00252222 0.0282046 -0.00689465 0.226181 internal_weight=0 13198 13085 13062 13041 13021 1616 11405 113 internal_count=13224 13198 13085 13062 13041 13021 1616 11405 113 cat_boundaries=0 4 8 9 cat_threshold=0 16384 4210944 131072 201343489 2162688 52498432 16810528 2144 is_linear=0 shrinkage=0.01 Tree=202 num_leaves=11 num_cat=2 split_feature=10 25 5 4 12 9 25 5 5 26 split_gain=73600.8 49778.2 24036.9 33742.3 14646.7 13180.7 13286.7 8718.01 19215.1 4452.27 threshold=279.07800000000003 0 172.87500000000003 333.3454000000001 207.80256000000003 198.34750000000003 1 228.56250000000003 279.07800000000003 2022.5000000000002 decision_type=2 9 2 2 2 2 9 2 2 2 left_child=1 9 3 4 5 6 -3 -4 -9 -1 right_child=-2 2 7 -5 -6 -7 -8 8 -10 -11 leaf_value=0.12696061849594117 0.53263231410430034 0.024783863568260206 0.31442293140623306 -0.41373485994338993 0.2612084572655814 -0.1890691649913788 -0.0063208039612385539 -0.12694732790407928 0.24729702865376194 0.23003701180219652 leaf_weight=88 26 1553 27 20 21 38 11314 23 34 80 leaf_count=88 26 1553 27 20 21 38 11314 23 34 80 internal_value=0 5.60442e-05 -0.00221134 -0.00330709 -0.00267205 -0.00310145 -0.00255223 0.166402 0.0962861 0.166154 internal_weight=0 13198 13030 12946 12926 12905 12867 84 57 168 internal_count=13224 13198 13030 12946 12926 12905 12867 84 57 168 cat_boundaries=0 4 8 cat_threshold=67108864 16384 4194560 131072 16897 2149679184 35721216 16810528 is_linear=0 shrinkage=0.01 Tree=203 num_leaves=9 num_cat=4 split_feature=10 25 5 12 25 25 24 8 split_gain=72136.1 61454.1 20773.5 17163.9 12309.1 9909.61 14840.6 10404.7 threshold=279.07800000000003 0 279.07800000000003 238.56750000000002 1 2 3 181.87500000000003 decision_type=2 9 2 2 9 9 1 2 left_child=1 -1 3 4 -3 6 -6 -7 right_child=-2 2 -4 -5 5 7 -8 -9 leaf_value=0.22253645885281448 0.52730600013182716 -0.10613279402774314 0.24482407906476192 0.29004659748077394 0.068080832199093611 -0.0052855524615050145 0.002768038108093398 -0.19177028942108154 leaf_weight=113 26 105 34 20 456 11050 1390 30 leaf_count=113 26 105 34 20 456 11050 1390 30 internal_value=0 5.56237e-05 -0.0020342 -0.00267887 -0.00312814 -0.0022076 0.0191815 -0.00578525 internal_weight=0 13198 13085 13051 13031 12926 1846 11080 internal_count=13224 13198 13085 13051 13031 12926 1846 11080 cat_boundaries=0 4 8 12 13 cat_threshold=0 16384 4210944 131072 256 0 655360 8192 201343497 2149646464 35983360 16810528 2144 is_linear=0 shrinkage=0.01 Tree=204 num_leaves=9 num_cat=2 split_feature=10 25 0 4 3 25 4 13 split_gain=70700.2 48036.3 26182.4 34358.9 17055.8 19877.3 33076.1 16120.8 threshold=279.07800000000003 0 344.25000000000006 333.3454000000001 279.07800000000003 1 27.015000000000004 140.32000000000002 decision_type=2 9 2 2 2 9 2 2 left_child=1 -1 3 4 5 6 -3 -7 right_child=-2 2 -4 -5 -6 7 -8 -9 leaf_value=0.16322270657239338 0.522032927618577 0.020186417882663038 0.33492634980574898 -0.40693400519234796 -0.24027736298243205 -0.0068552311763434319 0.21935481387783182 0.2773049553632736 leaf_weight=168 26 1589 23 21 30 11259 88 20 leaf_count=168 26 1589 23 21 30 11259 88 20 internal_value=0 5.64863e-05 -0.00217087 -0.00276862 -0.00211503 -0.00156356 0.0304561 -0.00634573 internal_weight=0 13198 13030 13007 12986 12956 1677 11279 internal_count=13224 13198 13030 13007 12986 12956 1677 11279 cat_boundaries=0 4 8 cat_threshold=67108864 16384 4194560 131072 134234625 2162752 52514816 16810528 is_linear=0 shrinkage=0.01 Tree=205 num_leaves=14 num_cat=0 split_feature=8 10 7 6 11 6 10 5 7 7 10 10 10 split_gain=95843.6 19240.6 30855.2 17796 9699.49 7708.24 7505.18 8710.2 6980.59 16178.8 4494.98 3017.23 74.5761 threshold=341.27040000000005 149.68000000000004 162.18600000000004 218.62500000000003 176.53925000000004 272.07425000000006 42.305000000000007 284.98750000000007 355.00000000000006 234.55500000000004 273.29900000000004 56.746140000000004 218.62500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -5 7 -1 9 -4 12 -8 -3 right_child=-2 10 8 5 -6 -7 11 -9 -10 -11 -12 -13 -14 leaf_value=-0.0044824413416710233 0.67234954289027626 -0.10804535746574402 0.30275211879185265 0.33989671635627744 -0.16865019443962312 0.078767936229705807 0.17833357887608664 -0.18769746780395508 0.36435582876205447 -0.059630953615361991 -0.30289657378196716 0.04611870638529459 -0.13472611238993704 leaf_weight=13008 21 22 28 20 36 26 28 26 20 22 20 45 20 leaf_count=13008 21 22 28 20 36 26 28 26 20 22 20 45 20 internal_value=0 -0.0037551 -0.00293327 -0.00404462 -0.00473183 0.192302 -0.00428161 -0.00484792 0.206461 0.143304 -0.179507 0.0968313 -0.12075 internal_weight=0 13321 13259 13189 13143 46 13107 13034 70 50 62 73 42 internal_count=13342 13321 13259 13189 13143 46 13107 13034 70 50 62 73 42 is_linear=0 shrinkage=0.01 Tree=206 num_leaves=12 num_cat=3 split_feature=0 4 4 10 25 24 13 25 13 26 26 split_gain=37281.7 25586.9 67271.3 41920.2 26242.5 127202 20766.8 16976.4 4453.36 732.597 11.8174 threshold=376.61250000000007 365.72000000000008 272.07425000000006 267.95700000000005 0 1 92.932500000000019 2 229.52500000000003 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 1 2 9 2 2 2 left_child=1 2 3 4 5 10 7 -6 -8 -7 -1 right_child=-2 -3 -4 -5 6 9 8 -9 -10 -11 -12 leaf_value=0.36051190368199754 0.41834934007553826 -0.33657759376194163 0.5497635063258085 -0.45010208620379366 -0.082643639905112143 -0.10403507683012221 0.32810259222984317 -0.003910972891462746 0.11707281911373139 -0.15226063455854144 0.35406863767450503 leaf_weight=59 21 23 22 21 270 72 20 12703 20 56 55 leaf_count=59 21 23 22 21 270 72 20 12703 20 56 55 internal_value=0 -0.00332773 -0.00275135 -0.00366693 -0.00295964 0.0981224 -0.00491107 -0.00561631 0.222588 -0.116066 0.32858 internal_weight=0 13321 13298 13276 13255 242 13013 12973 40 128 114 internal_count=13342 13321 13298 13276 13255 242 13013 12973 40 128 114 cat_boundaries=0 4 5 9 cat_threshold=0 16384 1114112000 2129952 2289 16384 64 327936 131072 is_linear=0 shrinkage=0.01 Tree=207 num_leaves=10 num_cat=0 split_feature=8 4 4 10 13 8 11 13 8 split_gain=93883.8 19095.9 43107.9 41025.9 20712.5 16410.1 10096.5 4319.03 260 threshold=341.27040000000005 365.72000000000008 272.07425000000006 267.95700000000005 92.932500000000019 172.87500000000003 170.05500000000004 229.52500000000003 228.56250000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -7 right_child=-2 -3 -4 -5 7 8 -8 -9 -10 leaf_value=-0.0028084602529706588 0.66546534038725358 -0.29806541486219928 0.42934786858765978 -0.44560106266112554 0.3248215796947479 -0.21278628909069561 -0.16394649105194287 0.12177694320678711 -0.16619834976196288 leaf_weight=13126 21 22 23 21 20 23 39 22 25 leaf_count=13126 21 22 23 21 20 23 39 22 25 internal_value=0 -0.00369127 -0.00320429 -0.00395367 -0.00325396 -0.00395874 -0.00328582 0.218465 -0.188522 internal_weight=0 13321 13299 13276 13255 13213 13165 42 48 internal_count=13342 13321 13299 13276 13255 13213 13165 42 48 is_linear=0 shrinkage=0.01 Tree=208 num_leaves=10 num_cat=0 split_feature=8 6 8 7 10 11 20 7 8 split_gain=92015.5 18859.5 15802.9 16163.3 10463.8 9930.07 8853.63 2599.48 1536.39 threshold=341.27040000000005 297.60100000000006 172.87500000000003 211.12500000000003 267.95700000000005 176.53925000000004 42.305000000000007 279.07800000000003 228.56250000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 -4 right_child=-2 -3 8 7 -6 -7 -8 -9 -10 leaf_value=-0.0037195819780812336 0.65881068820045108 0.26540904132219462 -0.23137791991233825 0.10643008232116699 -0.22720759912615729 -0.16966432326369815 0.18099625349044801 0.25213225285212199 -0.1236767499535172 leaf_weight=13110 21 26 26 25 21 36 26 24 27 leaf_count=13110 21 26 26 25 21 36 26 24 27 internal_value=0 -0.00365435 -0.00418054 -0.0034908 -0.00416411 -0.00380851 -0.00335398 0.177794 -0.176511 internal_weight=0 13321 13295 13242 13193 13172 13136 49 53 internal_count=13342 13321 13295 13242 13193 13172 13136 49 53 is_linear=0 shrinkage=0.01 Tree=209 num_leaves=11 num_cat=2 split_feature=8 4 4 10 25 24 13 8 26 26 split_gain=90184.4 18715.8 42252.8 39885.3 25883.4 149855 24590.6 14533.6 4235.28 323.597 threshold=341.27040000000005 365.72000000000008 272.07425000000006 267.95700000000005 0 1 92.932500000000019 172.87500000000003 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 1 2 2 2 2 left_child=1 2 3 4 5 9 7 -6 -7 -1 right_child=-2 -3 -4 -5 6 8 -8 -9 -10 -11 leaf_value=0.37362822009806046 0.6522226151965913 -0.29504756017164752 0.42510487722313928 -0.43934214394716992 -0.0051753989985904537 -0.10453604936599732 0.2456741268818195 -0.18323982357978821 -0.22686654908316478 0.40848372669219968 leaf_weight=57 21 22 23 21 12947 67 39 46 49 50 leaf_count=57 21 22 23 21 12947 67 39 46 49 50 internal_value=0 -0.00361781 -0.00313571 -0.00387761 -0.0031877 0.10129 -0.00504935 -0.00580581 -0.143813 0.35659 internal_weight=0 13321 13299 13276 13255 223 13032 12993 116 107 internal_count=13342 13321 13299 13276 13255 223 13032 12993 116 107 cat_boundaries=0 4 5 cat_threshold=0 16384 1109917696 2138144 2229 is_linear=0 shrinkage=0.01 Tree=210 num_leaves=14 num_cat=3 split_feature=25 24 8 25 5 4 7 10 10 7 5 4 7 split_gain=62226.9 286600 24391.3 16007.6 26701.3 19208.8 31108 23909.8 12584.7 11680.4 9243.37 7179.92 624.282 threshold=0 1 263.93200000000007 2 211.12500000000003 216.24000000000004 109.45500000000001 201.71813100000003 206.27675000000002 198.34750000000003 205.12500000000003 230.65000000000003 228.56250000000003 decision_type=9 1 2 9 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 7 -2 9 10 11 -5 -8 right_child=2 -3 -4 8 -6 -7 12 -9 -10 -11 -12 -13 -14 leaf_value=0.5148906883142762 0.017751361692127158 -0.17196793856987586 0.3102458236694336 -0.0062444529649519718 0.29812184279305592 0.25845959836786447 -0.2802104971625588 0.36546153595298531 -0.25155308274995714 0.19746524827820913 -0.19183774753853125 -0.1958874480724335 -0.20646212816238405 leaf_weight=108 1767 120 25 11070 35 33 22 20 21 28 27 20 24 leaf_count=108 1767 120 25 11070 35 33 22 20 21 28 27 20 24 internal_value=0 0.16135 -0.00180898 -0.0024074 0.0243431 0.0193383 0.0150334 0.0216429 -0.00697719 -0.00652261 -0.00703638 -0.00658646 -0.241733 internal_weight=0 228 13092 13067 1901 1866 1833 1787 11166 11145 11117 11090 46 internal_count=13320 228 13092 13067 1901 1866 1833 1787 11166 11145 11117 11090 46 cat_boundaries=0 3 4 8 cat_threshold=0 16448 2097408 811 201343752 622720 3238927360 16810528 is_linear=0 shrinkage=0.01 Tree=211 num_leaves=16 num_cat=5 split_feature=25 24 26 8 26 25 0 5 0 1 24 5 0 15 24 split_gain=61097.5 281366 71813.2 23906 16254.9 15689 35051.9 31563.5 26506.6 11694.4 11663.1 9368.83 7167.6 5947.98 3969.72 threshold=0 1 2022.5000000000002 263.93200000000007 2022.5000000000002 2 176.53925000000004 223.36075000000002 228.56250000000003 243.26250000000002 3 205.12500000000003 200.13000000000002 67.162500000000009 4 decision_type=9 1 2 2 2 9 2 2 2 2 1 2 2 2 1 left_child=1 2 -1 5 -3 6 7 9 -8 10 -2 12 13 14 -7 right_child=3 4 -4 -5 -6 11 8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.30428489945151588 -0.021329574561615786 -0.072009538066002632 0.82010093832915687 0.30714337005615233 -0.30491171212031926 -0.013411326465070901 0.56748501396179207 0.35657548992722121 0.097497521082560226 -0.21191801454709924 0.032615965774906747 -0.18960515771593367 -0.15142610690172981 0.14223254362742105 -0.0012764998272213873 leaf_weight=55 590 62 53 25 58 4639 20 27 30 23 1211 28 34 27 6438 leaf_count=55 590 62 53 25 58 4639 20 27 30 23 1211 28 34 27 6438 internal_value=0 0.15988 0.510178 -0.00179089 -0.170381 -0.00238332 0.0240996 0.017169 0.285493 0.0121449 0.0150063 -0.00690742 -0.00645433 -0.00601043 -0.00637177 internal_weight=0 228 108 13092 120 13067 1901 1851 50 1824 1801 11166 11138 11104 11077 internal_count=13320 228 108 13092 120 13067 1901 1851 50 1824 1801 11166 11138 11104 11077 cat_boundaries=0 3 4 8 9 10 cat_threshold=0 16448 2097408 811 201343752 622720 3238927360 16810528 774 2465 is_linear=0 shrinkage=0.01 Tree=212 num_leaves=17 num_cat=6 split_feature=25 24 26 8 26 25 0 0 14 6 24 7 0 24 13 25 split_gain=59881.6 275766 70384.1 23430.2 15931.5 15382 34153.2 25979.1 17673.3 16160.5 13927.2 11487.8 6002.02 3915.54 9095.22 6005.57 threshold=0 1 2022.5000000000002 263.93200000000007 2022.5000000000002 2 176.53925000000004 228.56250000000003 49.620000000000012 218.62500000000003 3 198.34750000000003 200.13000000000002 4 49.620000000000012 5 decision_type=9 1 2 2 2 9 2 2 2 2 1 2 2 1 2 9 left_child=1 2 -1 5 -3 6 8 -8 9 10 -2 12 13 15 -15 -7 right_child=3 4 -4 -5 -6 11 7 -9 -10 -11 -12 -13 -14 14 -16 -17 leaf_value=0.30124206196178088 0.038025045555843642 -0.071289441200994674 0.81189993552441864 0.30407193679809569 -0.30186259647895552 -0.067925999781807064 0.56181018066406252 0.096522544701894128 0.31309360349178311 0.25681926744955558 -0.019126220838752334 0.19561633501734055 -0.13985291344277997 -0.0025376442637698895 0.17808062442711423 -0.011345044188230281 leaf_weight=55 864 62 53 25 58 187 20 30 20 27 825 28 34 6495 28 4509 leaf_count=55 864 62 53 25 58 187 20 30 20 27 825 28 34 6495 28 4509 internal_value=0 0.158282 0.505076 -0.00177301 -0.168677 -0.00235952 0.0248282 0.282638 0.0175458 0.0141012 0.0102211 -0.00667994 -0.00718923 -0.00678718 -0.00175964 -0.0137377 internal_weight=0 228 108 13092 120 13067 1786 50 1736 1716 1689 11281 11253 11219 6523 4696 internal_count=13320 228 108 13092 120 13067 1786 50 1736 1716 1689 11281 11253 11219 6523 4696 cat_boundaries=0 3 4 8 9 10 13 cat_threshold=0 16448 2097408 811 201343744 622592 3238925312 16810528 1265 2465 1 2097168 33554432 is_linear=0 shrinkage=0.01 Tree=213 num_leaves=17 num_cat=4 split_feature=25 24 26 8 26 25 0 5 0 10 7 24 3 7 5 0 split_gain=58690.3 270279 68983.5 22964 15614.4 15082.3 33668.3 30821.3 25462.1 12325 11226.2 10796.6 15852.5 9418.04 8862.41 5354.25 threshold=0 1 2022.5000000000002 263.93200000000007 2022.5000000000002 2 176.53925000000004 223.36075000000002 228.56250000000003 206.27675000000002 198.34750000000003 3 131.43000000000004 109.45500000000001 205.12500000000003 200.13000000000002 decision_type=9 1 2 2 2 9 2 2 2 2 2 1 2 2 2 2 left_child=1 2 -1 5 -3 6 7 11 -8 10 14 13 -13 -2 15 -7 right_child=3 4 -4 -5 -6 9 8 -9 -10 -11 -12 12 -14 -15 -16 -17 leaf_value=0.29822963940013542 -0.015831524403814218 -0.07057654857635498 0.80378092028060055 0.30103120727539062 -0.29884396799679463 -0.0060056857252944133 0.55619207382202152 0.35222924585695625 0.095557322978973402 -0.2488118558767296 0.1936601730755397 0.023456770418906231 0.26416043877601625 -0.23656309044361115 -0.18777894408614548 -0.13357299848036333 leaf_weight=55 577 62 53 25 58 11057 20 27 30 21 28 1199 28 20 27 33 leaf_count=55 577 62 53 25 58 11057 20 27 30 21 28 1199 28 20 27 33 internal_value=0 0.156699 0.500026 -0.00175574 -0.16699 -0.00233638 0.0236294 0.016837 0.279811 -0.00677213 -0.00632215 0.0118723 0.0287156 -0.0228436 -0.00682583 -0.00638528 internal_weight=0 228 108 13092 120 13067 1901 1851 50 11166 11145 1824 1227 597 11117 11090 internal_count=13320 228 108 13092 120 13067 1901 1851 50 11166 11145 1824 1227 597 11117 11090 cat_boundaries=0 3 4 8 9 cat_threshold=0 16448 2097408 811 201343752 622720 3238927360 16810528 774 is_linear=0 shrinkage=0.01 Tree=214 num_leaves=12 num_cat=4 split_feature=25 24 26 8 26 0 0 0 25 24 10 split_gain=57522.4 264900 67610.7 22507.1 15303.7 15014.6 14300.5 47820.7 13917.3 28735.3 18414.1 threshold=0 1 2022.5000000000002 263.93200000000007 2022.5000000000002 333.3454000000001 220.33000000000001 176.53925000000004 2 3 206.27675000000002 decision_type=9 1 2 2 2 2 2 2 9 1 2 left_child=1 2 -1 5 -3 6 7 8 9 -2 -10 right_child=3 4 -4 -5 -6 -7 -8 -9 10 -11 -12 leaf_value=0.29524734705144712 0.18458524147669475 -0.069870779437403524 0.79574313145763476 0.29802090606689452 -0.29585553004823884 0.26486369496300105 -0.19153333514928819 0.3901290982769382 -0.0044397589297013717 0.0036514114107404441 -0.23413305166150841 leaf_weight=55 110 62 53 25 58 21 40 31 12490 340 35 leaf_count=55 110 62 53 25 58 21 40 31 12490 340 35 internal_value=0 0.155132 0.495025 -0.00173818 -0.16532 -0.00231302 -0.00274309 -0.00216247 -0.00309973 0.0509309 -0.00507756 internal_weight=0 228 108 13092 120 13067 13046 13006 12975 450 12525 internal_count=13320 228 108 13092 120 13067 13046 13006 12975 450 12525 cat_boundaries=0 3 4 8 9 cat_threshold=0 16448 2097408 811 67125504 32768 1091043328 33312 2177 is_linear=0 shrinkage=0.01 Tree=215 num_leaves=14 num_cat=3 split_feature=25 5 25 3 4 24 10 12 4 4 26 26 26 split_gain=53800.2 43999.4 30656.9 25644.2 24285.3 21816.3 16200.9 8999.94 19469.8 15283.8 2677.08 2224.77 624.202 threshold=0 279.07800000000003 1 149.69580000000005 11.555000000000001 2 230.0395 219.02500000000003 255.10500000000002 216.24000000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 1 2 2 2 2 2 2 2 left_child=12 2 3 4 5 10 7 8 9 -4 -2 -7 -1 right_child=1 -3 6 -5 -6 11 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.18285428645005866 -0.018831183387808603 0.34998519965580538 -0.0028847931851006519 0.25092097827366422 -0.39720687018500433 -0.11539413665368305 0.28216091609001159 0.20928936314582824 -0.27125695528807464 0.26711666811080209 0.071748382408740166 -0.17578797777822197 0.22602011815825507 leaf_weight=67 73 35 12668 21 27 123 20 20 27 21 59 121 67 leaf_count=67 73 35 12668 21 27 123 20 20 27 21 59 121 67 internal_value=0 -0.00410141 -0.00504481 -0.0876972 -0.107518 -0.0867163 -0.00222701 -0.00267535 -0.00300873 -0.00243795 0.0201301 -0.139621 0.19024 internal_weight=0 13215 13180 424 403 376 12756 12736 12716 12689 132 244 134 internal_count=13349 13215 13180 424 403 376 12756 12736 12716 12689 132 244 134 cat_boundaries=0 4 8 9 cat_threshold=256 16384 4194560 131072 16384 64 2183200768 40960 281 is_linear=0 shrinkage=0.01 Tree=216 num_leaves=18 num_cat=4 split_feature=25 3 25 5 4 2 6 1 25 7 7 4 25 26 10 3 4 split_gain=43884.4 38871.4 30247.9 28211.3 27399.7 19030.9 17892.2 14979.9 10939.9 18030.5 35046.5 19388.8 9872.33 7824.07 5955.96 23083 3660.52 threshold=0 333.3454000000001 1 117.39000000000001 11.555000000000001 1.1487500000000002 29.757000000000005 272.07425000000006 2 36.89500000000001 218.62500000000003 233.80500000000004 3 2022.5000000000002 30.162700000000005 2.1320000000000001 203.96813100000003 decision_type=9 2 9 2 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=5 2 3 4 6 13 12 8 9 11 -11 -4 -2 -1 16 -16 -10 right_child=1 -3 7 -5 -6 -7 -8 -9 14 10 -12 -13 -14 -15 15 -17 -18 leaf_value=0.11242884025854225 -0.16293684244155884 0.37466328673892546 0.029733582706508523 0.26520164338025182 -0.40448198744228914 -0.13710117730227384 0.2104618890285492 -0.25715496643729835 -0.0052833846715207803 0.52406545956929529 -0.047065663771195851 -0.27102070635015313 -0.053079699903078703 0.23889679043851 -0.00048318028486896272 0.35053732338158983 0.1301206636428833 leaf_weight=102 138 27 835 22 28 22 20 23 11563 21 22 22 266 94 101 23 20 leaf_count=102 138 27 835 22 28 22 20 23 11563 21 22 22 266 94 101 23 20 internal_value=0 -0.00437455 -0.00515887 -0.0827406 -0.101506 0.135561 -0.0814986 -0.00218001 -0.00171657 0.0316868 0.231859 0.0220129 -0.0959521 0.173082 -0.00430791 0.0646255 -0.00504959 internal_weight=0 13131 13104 474 452 218 424 12630 12607 900 43 857 404 196 11707 124 11583 internal_count=13349 13131 13104 474 452 218 424 12630 12607 900 43 857 404 196 11707 124 11583 cat_boundaries=0 4 8 12 16 cat_threshold=256 16384 16777472 131072 16384 64 2183200768 16818176 67109376 2097168 1078591488 544 0 64 0 32768 is_linear=0 shrinkage=0.01 Tree=217 num_leaves=14 num_cat=3 split_feature=25 0 25 8 8 24 4 4 1 1 26 26 26 split_gain=46873.6 38703.5 29038.6 63702.8 39259.7 24931.5 14396.8 12346.7 11102.2 10150.6 10282.2 2892.36 1613.62 threshold=0 344.25000000000006 1 246.67500000000004 29.010000000000002 2 285.62500000000006 216.24000000000004 272.07425000000006 11.555000000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 1 2 2 2 2 2 2 2 left_child=12 2 4 6 5 11 7 8 -4 10 -7 -2 -1 right_child=1 -3 3 -5 -6 9 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.13699162274264218 0.0042419026626480949 0.36074742395302345 -0.0028174946943394451 0.53541379841891201 -0.50888807637350897 -0.077361246566772457 -0.27124524521827698 0.20702135051999773 -0.23293854736146472 0.093125690460205079 -0.20641063899290366 0.096257996559143064 0.19828743578439734 leaf_weight=89 72 29 12632 22 21 125 20 28 21 20 122 65 83 leaf_count=89 72 29 12632 22 21 125 20 28 21 20 122 65 83 internal_value=0 -0.00416956 -0.00497762 -0.00222505 -0.08532 -0.0654147 -0.00315807 -0.00273525 -0.00319942 -0.119097 -0.141102 0.0446407 0.157418 internal_weight=0 13177 13148 12723 425 404 12701 12681 12653 267 247 137 172 internal_count=13349 13177 13148 12723 425 404 12701 12681 12653 267 247 137 172 cat_boundaries=0 4 8 9 cat_threshold=67109120 16384 256 131072 16384 64 2183200768 40960 537 is_linear=0 shrinkage=0.01 Tree=218 num_leaves=14 num_cat=4 split_feature=25 0 25 8 8 3 6 24 0 0 0 25 26 split_gain=51606.9 41324 28536.5 40367.5 38478.4 38985.7 35272.1 23435.7 9861.42 11755 11605.1 11482.6 579.635 threshold=0 344.25000000000006 1 246.67500000000004 29.010000000000002 68.980000000000018 29.757000000000005 2 241.78314000000003 176.53925000000004 217.36500000000004 3 2022.5000000000002 decision_type=9 2 9 2 2 2 2 1 2 2 2 9 2 left_child=12 2 4 8 5 6 7 -2 9 11 -11 -4 -1 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 leaf_value=0.17944638778914268 0.0091340248512499257 0.3797583781821387 0.047784576604095248 0.43597597394670756 -0.50379919756026492 0.36567957615852359 0.32169095158576966 -0.1631602350113884 -0.19028340058667317 0.33082970028831843 -0.0057536350488662721 -0.0047344091097902821 0.22104269511664093 leaf_weight=67 122 28 421 21 21 20 20 242 28 21 20 12251 67 leaf_count=67 122 28 421 21 21 20 20 242 28 21 20 12251 67 internal_value=0 -0.00400025 -0.00481812 -0.00209783 -0.0844668 -0.0647606 -0.0871793 -0.109645 -0.00282152 -0.00240864 0.166643 -0.00295561 0.186339 internal_weight=0 13215 13187 12762 425 404 384 364 12741 12713 41 12672 134 internal_count=13349 13215 13187 12762 425 404 384 364 12741 12713 41 12672 134 cat_boundaries=0 4 8 9 13 cat_threshold=256 16384 4194560 131072 16384 64 2183200768 40960 1045 67108864 16 1091043328 544 is_linear=0 shrinkage=0.01 Tree=219 num_leaves=13 num_cat=4 split_feature=25 24 0 25 8 8 3 6 24 4 4 0 split_gain=41849.6 111794 40915 27779.1 67700.3 37706.1 38216.8 34577 23023.1 10833.4 17168.7 7102.78 threshold=0 1 344.25000000000006 2 246.67500000000004 29.010000000000002 68.980000000000018 29.757000000000005 3 255.10500000000002 216.24000000000004 241.78314000000003 decision_type=9 1 2 9 2 2 2 2 1 2 2 2 left_child=1 -1 3 5 9 6 7 8 -2 10 11 -5 right_child=2 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.33610470495223999 0.0097755697483324824 -0.10467319319733477 0.37759008978094372 -0.0030302566950729339 0.56493571508498419 -0.49876120385669526 0.36202277827262874 0.31847404944896701 -0.16129479909927694 -0.19980466195515223 0.28987149524688721 -0.17892257426096045 leaf_weight=115 121 103 28 12586 21 21 20 20 243 28 20 23 leaf_count=115 121 103 28 12586 21 21 20 20 243 28 20 23 internal_value=0 0.13239 -0.00426193 -0.00508117 -0.00237922 -0.0836575 -0.0641511 -0.0863477 -0.108591 -0.00332236 -0.00288674 -0.0033511 internal_weight=0 218 13131 13103 12678 425 404 384 364 12657 12629 12609 internal_count=13349 218 13131 13103 12678 425 404 384 364 12657 12629 12609 cat_boundaries=0 4 5 9 10 cat_threshold=256 16384 16777472 131072 633 16384 64 2183200768 40960 1169 is_linear=0 shrinkage=0.01 Tree=220 num_leaves=10 num_cat=3 split_feature=3 25 0 25 6 8 24 14 10 split_gain=68616.8 62351.4 44176.7 21205.4 24634.9 20020.4 17169.9 14813.9 13129.9 threshold=333.3454000000001 0 344.25000000000006 1 29.757000000000005 263.93200000000007 2 182.65800000000004 239.51250000000002 decision_type=2 9 2 9 2 2 1 2 2 left_child=1 -1 3 4 6 7 -3 8 -5 right_child=-2 2 -4 5 -6 -7 -8 -9 -10 leaf_value=0.22343085247962202 0.4694099098636258 0.0036823513507843022 0.37962230328718827 -0.0029922071912898596 0.25719676923751833 0.29895667856389824 -0.15329633939426576 0.25630258105017922 -0.24749996068802749 leaf_weight=112 31 110 30 12797 20 22 213 22 22 leaf_count=112 31 110 30 12797 20 22 213 22 22 internal_value=0 -0.00160868 -0.00367893 -0.00455246 -0.0810178 -0.00244858 -0.104468 -0.00296687 -0.00341183 internal_weight=0 13348 13236 13206 343 12863 323 12841 12819 internal_count=13379 13348 13236 13206 343 12863 323 12841 12819 cat_boundaries=0 3 7 8 cat_threshold=16384 16384 2097408 0 80 34078720 32 1031 is_linear=0 shrinkage=0.01 Tree=221 num_leaves=21 num_cat=6 split_feature=3 25 24 25 5 25 4 2 25 4 1 0 4 24 26 1 26 26 26 26 split_gain=67251.1 38461.2 105748 130027 40871.3 35319.2 23428.7 22533.6 17497.5 19181.1 16025.2 19922 19529.5 15347.2 14501.2 10690.4 8971.58 3183.94 2676.35 973.897 threshold=333.3454000000001 0 1 2 279.07800000000003 3 279.07800000000003 21.947000000000003 4 149.69580000000005 31.872000000000003 41.402500000000011 23.347670000000004 5 2022.5000000000002 205.12500000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 2 9 2 2 9 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 3 7 6 10 8 19 13 15 11 12 -4 16 -5 -10 -3 -15 -7 -1 right_child=-2 4 5 14 -6 18 -8 -9 9 -11 -12 -13 -14 17 -16 -17 -18 -19 -20 -21 leaf_value=0.035478369252294556 0.46471581228317754 0.097262425422668455 0.0083296133744317057 0.40381454534697953 0.44551305150985721 -0.11901399930318197 -0.34889543151855473 0.37064526963233946 -0.0045956637202933933 0.2259928785595629 0.22169992766882246 -0.26085171956282394 0.32942581200599669 -0.11089808362595578 0.6335998260749961 -0.15733314313318419 -0.077153403123219819 -0.19794157668163903 -0.20646837429261544 -0.011265888147883945 leaf_weight=117 31 58 358 57 20 69 20 20 12037 36 38 26 20 94 53 46 60 76 71 72 leaf_count=117 31 58 358 57 20 69 20 20 12037 36 38 26 20 94 53 46 60 76 71 72 internal_value=0 -0.00159204 0.0611336 0.204714 -0.0061767 -0.019693 -0.00690862 0.0490992 -0.00635734 -0.00448673 0.0248075 0.00690191 0.0253188 -0.082067 0.471652 -0.00517714 0.00790638 -0.141489 -0.152475 0.017671 internal_weight=0 13348 901 319 12447 582 12427 209 12407 12119 442 404 378 288 110 12083 118 170 140 189 internal_count=13379 13348 901 319 12447 582 12427 209 12407 12119 442 404 378 288 110 12083 118 170 140 189 cat_boundaries=0 4 5 9 13 17 18 cat_threshold=16896 2146304 2149581056 16916480 609 16896 32768 0 16777216 16896 32768 2147483648 8192 256 64 1107820544 32 283 is_linear=0 shrinkage=0.01 Tree=222 num_leaves=23 num_cat=6 split_feature=3 25 24 5 3 1 1 25 0 24 26 24 26 24 26 26 2 10 2 13 5 26 split_gain=65912.9 37995.8 113420 40002.7 31152.1 28669.4 36729.2 21702.3 17910.2 17848.9 14351 13175.6 19966.4 11795.9 57189.4 19779.8 10198.3 5706.77 18722.7 7101.36 2625.69 325.832 threshold=333.3454000000001 0 1 279.07800000000003 2.2169500000000002 31.872000000000003 228.18750000000003 2 44.510000000000012 3 2022.5000000000002 4 2022.5000000000002 5 2022.5000000000002 2022.5000000000002 233.80500000000004 30.162700000000005 6.1959150000000012 92.932500000000019 39.872500000000009 2022.5000000000002 decision_type=2 9 1 2 2 2 2 9 2 1 2 1 2 1 2 2 2 2 2 2 2 2 left_child=1 2 4 7 13 8 -7 9 11 21 -11 12 -4 14 -1 -15 17 19 -19 -9 -13 -3 right_child=-2 3 5 -5 -6 6 -8 16 -10 10 -12 20 -14 15 -16 -17 -18 18 -20 -21 -22 -23 leaf_value=0.18218812851111094 0.46006866085913872 -0.18651216902975309 -0.052267142069541805 0.44105790983326737 -0.09191486968994142 0.42964140796661376 -0.1236008723974228 -0.0042736246897057285 -0.27986873523394268 0.048209313565650877 -0.11262018643387961 -0.051840136590235661 0.22084313772162614 0.2895197255909443 0.63298773923010199 0.029644090864393444 -0.20608800163269042 0.013236725001236585 0.34241096997261045 -0.15582141284019715 -0.16728015627179826 -0.22102512097826194 leaf_weight=60 31 59 59 20 25 30 20 12009 30 113 109 319 49 64 53 54 25 127 20 31 21 51 leaf_count=60 31 59 59 20 25 30 20 12009 30 113 109 319 49 64 53 54 25 127 20 31 21 51 internal_value=0 -0.00157612 0.0655172 -0.00581029 0.234255 -0.0191286 0.208344 -0.00652741 -0.043323 -0.0851007 -0.0294308 -0.0274829 0.0655725 0.279696 0.361623 0.157266 -0.00431806 -0.0039077 0.0580223 -0.00466382 -0.0572854 -0.185637 internal_weight=0 13348 784 12564 256 528 50 12544 478 332 222 448 108 231 113 118 12212 12187 147 12040 340 110 internal_count=13379 13348 784 12564 256 528 50 12544 478 332 222 448 108 231 113 118 12212 12187 147 12040 340 110 cat_boundaries=0 4 5 9 10 11 12 cat_threshold=16896 2113536 2149581056 8192 610 67108864 64 1107820544 32 736 1032 544 is_linear=0 shrinkage=0.01 Tree=223 num_leaves=20 num_cat=7 split_feature=3 25 24 5 3 1 1 4 4 25 4 24 24 4 1 4 5 24 24 split_gain=64601.2 37239.7 111163 39206.7 30532.2 28098.9 35998.3 24473.3 20508.4 16988.8 17234 14910 11869.1 14887.3 10666.3 4495.04 4343.6 2700.58 533.644 threshold=333.3454000000001 0 1 279.07800000000003 2.2169500000000002 31.872000000000003 228.18750000000003 279.07800000000003 2.1940000000000004 2 149.69580000000005 3 4 11.555000000000001 205.12500000000003 8.095500000000003 21.660000000000004 5 6 decision_type=2 9 1 2 2 2 2 2 2 9 2 1 1 2 2 2 2 1 1 left_child=1 2 4 7 8 12 -7 9 17 11 14 -3 13 18 -11 16 -14 -1 -4 right_child=-2 3 5 -5 -6 6 -8 -9 -10 10 -12 -13 15 -15 -16 -17 -18 -19 -20 leaf_value=0.3754467232312475 0.45546796552596552 0.0081381908245384688 0.0024476916449410573 0.43664734981954101 -0.09099572162628175 0.42534497610727945 -0.12236487317085266 -0.34755478064219153 -0.021062817119416738 -0.0041428088555786691 0.20856224036530446 -0.1390564018421703 -0.09413553487673039 0.26396631865274339 -0.15350530053178468 -0.23685035181045533 0.060256190776824953 0.18945653341584287 -0.029075660149256392 leaf_weight=102 31 118 102 20 25 30 20 21 21 12149 38 170 205 21 48 20 20 108 110 leaf_count=102 31 118 102 20 25 30 20 21 21 12149 38 170 205 21 48 20 20 108 110 internal_value=0 -0.00156035 0.064862 -0.00575219 0.231912 -0.0189373 0.206261 -0.00646213 0.276899 -0.00589015 -0.00406483 -0.0804982 -0.0428898 0.00958171 -0.00473061 -0.0895281 -0.0804118 0.306695 -0.0151648 internal_weight=0 13348 784 12564 256 528 50 12544 231 12523 12235 288 478 233 12197 245 225 210 212 internal_count=13379 13348 784 12564 256 528 50 12544 231 12523 12235 288 478 233 12197 245 225 210 212 cat_boundaries=0 4 5 9 10 11 12 13 cat_threshold=16896 2113536 2149581056 8192 610 256 64 1107820544 32 283 1289 544 1025 is_linear=0 shrinkage=0.01 Tree=224 num_leaves=12 num_cat=3 split_feature=4 4 25 0 25 8 24 1 14 1 0 split_gain=61278.5 159123 67979.8 18392.4 21170.4 27509.5 21950 17971.5 12091 11803.7 5111.65 threshold=272.07425000000006 365.72000000000008 0 344.25000000000006 1 263.93200000000007 2 92.090000000000018 182.65800000000004 279.07800000000003 15.580500000000002 decision_type=2 2 9 2 9 2 1 2 2 2 2 left_child=2 -2 -1 4 6 8 7 -4 9 -6 -8 right_child=1 -3 3 -5 5 -7 10 -9 -10 -11 -12 leaf_value=0.23516651930411658 0.9319312926133474 -0.21960031886895498 -0.026756478736896329 0.26178127877987345 -0.0025875898850563719 0.3685465307235718 -0.12946678653785162 0.28749523305892943 0.23161194823004982 -0.21587575032160833 -0.2967759804725647 leaf_weight=110 24 24 202 26 12675 20 210 20 22 26 20 leaf_count=110 24 24 202 26 12675 20 210 20 22 26 20 internal_value=0 0.356165 -0.00177753 -0.00392383 -0.00445036 -0.00203435 -0.070949 0.00148748 -0.00261849 -0.00302421 -0.138015 internal_weight=0 48 13331 13221 13195 12743 452 222 12723 12701 230 internal_count=13379 48 13331 13221 13195 12743 452 222 12723 12701 230 cat_boundaries=0 3 7 8 cat_threshold=16384 16384 2097408 67109120 80 34078720 32 1309 is_linear=0 shrinkage=0.01 Tree=225 num_leaves=18 num_cat=4 split_feature=8 25 24 26 1 0 5 10 6 4 24 1 25 1 4 26 6 split_gain=109785 67139.8 205012 51529.6 14865.1 72546.7 43759.9 15093.5 14065 14787.5 13771.8 25689.6 11781.8 10244 7466.86 4454.41 1556.46 threshold=286.44390000000004 0 1 2022.5000000000002 21.947000000000003 58.023000000000003 25.505000000000003 223.50400000000005 176.53925000000004 216.24000000000004 2 114.12500000000001 3 148.98750000000004 263.93200000000007 2022.5000000000002 272.07425000000006 decision_type=2 9 1 2 2 2 2 2 2 2 1 2 9 2 2 2 2 left_child=1 2 3 -1 7 6 10 8 9 12 11 -6 -3 -12 -11 -4 -10 right_child=-2 4 15 -5 5 -7 -8 -9 16 14 13 -13 -14 -15 -16 -17 -18 leaf_value=0.29131744568808038 0.74225758743286141 0.040207571731864448 -0.090388182379982696 0.72447855139678385 -0.018319904759881041 0.54838971393448965 0.36364926660762115 -0.25459786022702857 -0.11617006540298462 0.31170113699776786 -0.027327860070669906 0.30096506787670985 -0.0056814182526830903 -0.20006893634796144 0.065843373298645022 -0.22013050013897467 -0.22092622767324036 leaf_weight=57 20 577 55 53 84 28 34 24 37 21 188 36 11984 42 30 51 23 leaf_count=57 20 577 55 53 84 28 34 24 37 21 188 36 11984 42 30 51 23 internal_value=0 0.000808224 0.171701 0.458354 -0.00213719 0.0569765 0.0211443 -0.00405718 -0.00358267 -0.00285601 -0.0121276 0.0715067 -0.00354598 -0.0564189 0.167079 -0.139638 -0.156327 internal_weight=0 13324 216 110 13108 412 384 12696 12672 12612 350 120 12561 230 51 106 60 internal_count=13344 13324 216 110 13108 412 384 12696 12672 12612 350 120 12561 230 51 106 60 cat_boundaries=0 3 4 5 9 cat_threshold=0 16448 2097408 2611 263 16392 557056 1124666368 40992 is_linear=0 shrinkage=0.01 Tree=226 num_leaves=17 num_cat=3 split_feature=8 25 3 1 10 26 25 4 3 3 1 13 25 13 4 3 split_gain=107600 65803.5 16854.5 43380.9 14472.3 13091.5 12901.4 14392.3 11602.2 12043.5 10908 10182.2 13174.5 3280.88 2851.97 2137.8 threshold=286.44390000000004 0 105.004 21.947000000000003 255.10500000000002 2022.5000000000002 1 7.2338985000000013 219.40000000000003 177.71725000000004 26.955000000000002 54.016000000000012 2 131.43000000000004 203.96813100000003 272.07425000000006 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 9 2 2 2 left_child=1 5 4 8 6 -1 7 10 9 -4 -3 12 -8 -13 -9 -10 right_child=-2 2 3 -5 -6 -7 11 14 15 -11 -12 13 -14 -15 -16 -17 leaf_value=0.10283398628234863 0.73483503532409677 0.037442575691517377 0.012922544678052266 0.52828340916406535 -0.2720148242712021 0.25864422413592159 -0.075141942907262727 -0.1553749907293985 -0.16791558670997619 0.31425949028560096 0.1945554885458439 0.21360101250501778 -0.0044755062293009773 0.054737668037414554 -0.015389241738752887 -0.029206441688537598 leaf_weight=112 20 739 36 21 20 104 260 43 20 21 47 26 11802 26 22 25 leaf_count=112 20 739 36 21 20 104 260 43 20 21 47 26 11802 26 22 25 internal_value=0 0.0008004 -0.00211556 0.114391 -0.00322079 0.169984 -0.00280615 0.0346045 0.0291783 0.123941 0.0468374 -0.00545828 -0.00606475 0.134169 -0.107995 -0.090855 internal_weight=0 13324 13108 123 12985 216 12965 851 102 57 786 12114 12062 52 65 45 internal_count=13344 13324 13108 123 12985 216 12965 851 102 57 786 12114 12062 52 65 45 cat_boundaries=0 3 7 11 cat_threshold=0 16448 2097408 16904 557056 34146304 41504 67109120 16 4194304 131072 is_linear=0 shrinkage=0.01 Tree=227 num_leaves=16 num_cat=4 split_feature=8 25 24 1 0 5 10 4 24 1 6 25 1 4 6 split_gain=105459 64938.5 210508 14407.1 71030.8 42520.4 14566.2 14144.8 13504.1 25114.9 12331.6 10423.6 10110.1 7616.39 1860.12 threshold=286.44390000000004 0 1 21.947000000000003 58.023000000000003 25.505000000000003 223.50400000000005 216.24000000000004 2 114.12500000000001 176.53925000000004 3 148.98750000000004 263.93200000000007 272.07425000000006 decision_type=2 9 1 2 2 2 2 2 1 2 2 9 2 2 2 left_child=1 2 -1 6 5 8 7 10 9 -5 11 -3 -10 -9 -12 right_child=-2 3 -4 4 -6 -7 -8 13 12 -11 14 -13 -14 -15 -16 leaf_value=0.44671397539574331 0.72748666000366213 -0.0508803089565701 -0.1398439510503123 -0.018251932960535799 0.54224553823471067 0.3581574061337639 -0.25021880110104877 0.30863794576554071 -0.02720902684838214 0.29744159903791217 -0.10365175671047634 -0.0018600300935012416 -0.19881683900242761 0.060330760320027668 -0.21877981113350908 leaf_weight=117 20 440 114 84 28 34 24 21 188 36 36 12107 42 30 23 leaf_count=117 20 440 114 84 28 34 24 21 188 36 36 12107 42 30 23 internal_value=0 0.000791799 0.163452 -0.00220118 0.0559936 0.0205377 -0.00409364 -0.00362694 -0.0122596 0.0705749 -0.00429934 -0.00362111 -0.0561067 0.162575 -0.148532 internal_weight=0 13324 231 13093 412 384 12681 12657 350 120 12606 12547 230 51 59 internal_count=13344 13324 231 13093 412 384 12681 12657 350 120 12606 12547 230 51 59 cat_boundaries=0 4 5 6 10 cat_threshold=0 16448 2097408 32 2611 263 257 2097168 4194304 131072 is_linear=0 shrinkage=0.01 Tree=228 num_leaves=10 num_cat=0 split_feature=3 0 10 4 13 3 9 3 13 split_gain=103575 26277.2 22172.5 17619.1 17191.2 15475.8 11050.8 10129.6 8162.58 threshold=333.3454000000001 344.25000000000006 255.10500000000002 333.3454000000001 109.45500000000001 177.71725000000004 257.43900000000002 228.18750000000003 238.56750000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -6 right_child=-2 -3 -4 -5 8 7 -8 -9 -10 leaf_value=2.926723765171281e-07 0.6874450462514704 0.28694694515317681 -0.33266662418842319 -0.28888219470069521 0.35003586065769199 0.30351733296005817 -0.22430952169678428 0.045721838951110837 0.067755300203959146 leaf_weight=13124 22 32 20 21 20 27 22 35 21 leaf_count=13124 22 32 20 21 20 27 22 35 21 internal_value=0 0.000731894 4.27377e-05 0.000544184 0.00100293 0.000368282 -0.000375093 0.157988 0.205453 internal_weight=0 13322 13290 13270 13249 13208 13146 62 41 internal_count=13344 13322 13290 13270 13249 13208 13146 62 41 is_linear=0 shrinkage=0.01 Tree=229 num_leaves=17 num_cat=5 split_feature=8 25 24 26 0 0 10 0 25 24 4 4 25 26 2 26 split_gain=103006 63616.9 206489 58591 13815.9 54545.1 21329.7 15149.8 10546 21952.8 22026.3 21088.4 7149.29 8845.87 7755.91 4265.26 threshold=286.44390000000004 0 1 2022.5000000000002 176.53925000000004 220.33000000000001 255.10500000000002 333.3454000000001 2 3 1.1888500000000002 203.96813100000003 4 2022.5000000000002 149.26580000000004 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 9 1 2 2 9 2 2 2 left_child=1 2 3 -1 6 -6 8 -7 9 10 -3 -11 13 -10 -14 -4 right_child=-2 4 15 -5 5 7 -8 -9 12 11 -12 -13 14 -15 -16 -17 leaf_value=0.26199941778182984 0.71896369361877444 0.090815009308721356 -0.090666131068920269 0.70970773144772181 0.51710711364746098 -0.15935781560446086 -0.32933996105194091 0.17532131649198987 -0.003913538822760949 -0.021455649196660077 -0.17982546672225 0.30803836274147034 -0.0050377415467668038 -0.15876121267250606 0.12506882118142168 -0.21301979580095837 leaf_weight=60 20 499 58 57 25 38 20 21 78 675 32 20 11569 70 46 56 leaf_count=60 20 499 58 57 25 38 20 21 78 675 32 20 11569 70 46 56 internal_value=0 0.000768993 0.161766 0.442309 -0.00219335 0.125641 -0.00302047 -0.0402347 -0.00251802 0.0252755 0.073128 -0.011804 -0.00543167 -0.0722692 -0.00451858 -0.138611 internal_weight=0 13324 231 117 13093 84 13009 59 12989 1226 531 695 11763 148 11615 114 internal_count=13344 13324 231 117 13093 84 13009 59 12989 1226 531 695 11763 148 11615 114 cat_boundaries=0 4 5 9 10 14 cat_threshold=0 16448 2097408 32 2611 17160 2148040704 50923520 16818688 211 67108864 0 4325376 131072 is_linear=0 shrinkage=0.01 Tree=230 num_leaves=18 num_cat=6 split_feature=4 25 26 25 25 24 5 5 26 25 24 13 1 5 1 26 1 split_gain=61421.8 52980.1 112820 30357.6 17476 43807.2 25800.8 92442.6 14363.4 8439.67 11711.6 7443.81 4844.31 4676.51 4316.86 2714.45 692.756 threshold=344.25000000000006 0 2022.5000000000002 1 2 3 181.87500000000003 8.3918550000000014 2022.5000000000002 4 5 118.09000000000002 128.13850000000005 172.87500000000003 8.3918550000000014 2022.5000000000002 211.12500000000003 decision_type=2 9 2 9 9 1 2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 -1 8 5 6 7 -5 -3 10 -7 12 13 -6 -10 -11 -14 right_child=-2 3 -4 4 11 9 -8 -9 14 15 -12 -13 16 -15 -16 -17 -18 leaf_value=-0.081135889661723179 0.49535374565124513 -0.035334783324712439 0.55403609346460414 0.082843365510925651 -0.0041092782331851744 0.073117066545689363 -0.24330033347720192 0.66320775143031419 -0.19224191391106807 -0.051951245270766222 -0.038571038984319073 0.18885881757736209 -0.066741222313472209 0.12528104339327131 -0.034588309884071348 -0.13706108557034846 -0.13995742638905845 leaf_weight=58 25 158 54 512 11683 131 21 29 132 77 271 20 28 28 20 73 24 leaf_count=58 25 158 54 512 11683 131 21 29 132 77 271 20 28 28 20 73 24 internal_value=0 -0.000779717 0.206656 -0.00269328 -0.000305766 0.0373709 0.0988453 0.113953 -0.0989081 -0.0258624 -0.00128387 -0.0038965 -0.00422754 -0.00379992 -0.171498 -0.0875357 -0.100533 internal_weight=0 13319 112 13207 12897 1114 562 541 310 552 402 11783 11763 11711 152 150 52 internal_count=13344 13319 112 13207 12897 1114 562 541 310 552 402 11783 11763 11711 152 150 52 cat_boundaries=0 4 8 12 13 16 17 cat_threshold=0 0 2621696 32768 0 16448 2147483648 131104 67126017 16 1128267776 8192 3149 16897 0 50331648 514 is_linear=0 shrinkage=0.01 Tree=231 num_leaves=17 num_cat=5 split_feature=4 25 26 25 6 26 25 24 10 25 10 0 13 1 0 1 split_gain=60199.5 51925.6 110575 29753.7 21806.2 17819.9 17130.8 42931.1 30271.7 13690.8 11685.2 12606.3 7295.68 4747.91 5819.89 678.97 threshold=344.25000000000006 0 2022.5000000000002 1 18.735000000000003 2022.5000000000002 2 3 36.89500000000001 4 27.915000000000003 181.87500000000003 118.09000000000002 128.13850000000005 211.57500000000002 211.12500000000003 decision_type=2 9 2 9 2 2 9 1 2 9 2 2 2 2 2 2 left_child=1 2 -1 4 5 -3 7 8 9 -5 11 -9 13 14 -8 -15 right_child=-2 3 -4 6 -6 -7 12 10 -10 -11 -12 -13 -14 15 -16 -17 leaf_value=-0.080324536027579468 0.49040019645690919 -0.052104023041263707 0.5484957343560678 0.048608648069013799 0.19519139170646668 -0.2102073261051467 -0.0040746367783720348 -0.0070301589498332909 0.48166109704971311 0.16183986414756096 -0.26335705304145812 -0.25151535337621517 0.18697023820877076 -0.066073809521538879 0.15515363708786342 -0.13855785210927329 leaf_weight=58 25 155 54 384 23 132 11688 510 20 158 20 22 20 28 23 24 leaf_count=58 25 155 54 384 23 132 11688 510 20 158 20 22 20 28 23 24 internal_value=0 -0.000771661 0.20459 -0.00266609 -0.097919 -0.124821 -0.000302441 0.0370002 0.0978569 0.0854998 -0.0255976 -0.0171404 -0.00385753 -0.00418527 -0.00376192 -0.099528 internal_weight=0 13319 112 13207 310 287 12897 1114 562 542 552 532 11783 11763 11711 52 internal_count=13344 13319 112 13207 310 287 12897 1114 562 542 552 532 11783 11763 11711 52 cat_boundaries=0 4 8 12 13 16 cat_threshold=0 0 2621696 32768 0 16448 2147483648 131104 67126017 16 1128267776 8192 3149 16897 0 50331648 is_linear=0 shrinkage=0.01 Tree=232 num_leaves=15 num_cat=3 split_feature=4 25 26 25 6 26 25 6 10 0 13 6 5 6 split_gain=59001.1 51207.1 52941 29163.7 21372.3 17465.3 16809.5 15554.8 18637.5 17614.8 7150.5 3817.76 5526.07 315.645 threshold=344.25000000000006 0 2022.5000000000002 1 18.735000000000003 2022.5000000000002 2 228.56250000000003 42.305000000000007 206.27675000000002 118.09000000000002 100.59300000000002 172.87500000000003 211.12500000000003 decision_type=2 9 2 9 2 2 9 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -3 7 8 9 -5 11 12 -8 -13 right_child=-2 3 -4 6 -6 -7 10 -9 -10 -11 -12 13 -14 -15 leaf_value=0.0059699479171207975 0.48549620857238773 -0.05158298314002252 0.44276962384310636 0.04354427625754928 0.19323946833610536 -0.20810525133754268 -0.0040693391732111606 -0.19575199297496251 0.30240853168346266 -0.19469884663820267 0.18510053420066833 -0.067818917188888939 0.1391586208343506 -0.11668171417713165 leaf_weight=56 25 155 55 1028 23 132 11677 28 27 32 20 39 27 20 leaf_count=56 25 155 55 1028 23 132 11677 28 27 32 20 39 27 20 internal_value=0 -0.000762364 0.204022 -0.00263584 -0.0969398 -0.123572 -0.000295927 0.0366374 0.0429606 0.036352 -0.00381896 -0.00414341 -0.00373893 -0.0843826 internal_weight=0 13319 111 13208 310 287 12898 1115 1087 1060 11783 11763 11704 59 internal_count=13344 13319 111 13208 310 287 12898 1115 1087 1060 11783 11763 11704 59 cat_boundaries=0 4 8 12 cat_threshold=0 0 1075839232 32768 0 16448 2147483648 131104 67126017 16 55050240 8192 is_linear=0 shrinkage=0.01 Tree=233 num_leaves=16 num_cat=5 split_feature=4 25 26 25 6 26 25 24 10 25 10 0 13 8 6 split_gain=57827 50160.6 107362 28579 20947 17117.7 16420.4 42080.1 29382.3 13449.7 11559.1 12142.3 7008.2 3802.93 3423.41 threshold=344.25000000000006 0 2022.5000000000002 1 18.735000000000003 2022.5000000000002 2 3 36.89500000000001 4 27.915000000000003 181.87500000000003 118.09000000000002 149.68000000000004 100.59300000000002 decision_type=2 9 2 9 2 2 9 1 2 9 2 2 2 2 2 left_child=1 2 -1 4 5 -3 7 8 9 -5 11 -9 13 14 -8 right_child=-2 3 -4 6 -6 -7 12 10 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.07970407033788747 0.48064124031066896 -0.051067152653971028 0.53991385071365916 0.047765060300149285 0.19130705911180246 -0.20602420062729807 -0.0040120788310722575 -0.0074168092970754588 0.47459568715095524 0.15993962965196087 -0.26222373890876771 -0.24736052816564386 0.18324953103065489 0.10834407210350037 -0.081699326791261379 leaf_weight=58 25 155 54 384 23 132 11676 510 20 158 20 22 20 30 57 leaf_count=58 25 155 54 384 23 132 11676 510 20 158 20 22 20 30 57 internal_value=0 -0.00075474 0.201086 -0.0026167 -0.0959704 -0.122337 -0.000300175 0.0362208 0.0964706 0.0842976 -0.0257455 -0.0173393 -0.00378077 -0.00410198 -0.00438949 internal_weight=0 13319 112 13207 310 287 12897 1114 562 542 552 532 11783 11763 11733 internal_count=13344 13319 112 13207 310 287 12897 1114 562 542 552 532 11783 11763 11733 cat_boundaries=0 4 8 12 13 16 cat_threshold=0 0 2621696 32768 0 16448 2147483648 131104 67126017 16 1128267776 8192 3149 16897 0 50331648 is_linear=0 shrinkage=0.01 Tree=234 num_leaves=16 num_cat=6 split_feature=10 25 26 25 25 24 8 7 25 24 13 3 8 1 26 split_gain=54054 50941 52581.3 22878 14037.4 32673.6 26900.5 16480.3 15704.6 18416.8 14577.8 18799.2 11472.1 11209.4 516.335 threshold=279.07800000000003 0 2022.5000000000002 1 2 3 25.505000000000003 36.89500000000001 4 5 92.932500000000019 177.71725000000004 157.13100000000003 55.082710000000006 2022.5000000000002 decision_type=2 9 2 9 9 1 2 2 9 1 2 2 2 2 2 left_child=1 2 -1 14 5 6 7 -5 9 -7 11 12 -6 -10 -3 right_child=-2 3 -4 4 10 8 -8 -9 13 -11 -12 -13 -14 -15 -16 leaf_value=0.0062055362122399472 0.48451498897179313 -0.10356895367304483 0.44151880307631064 0.1133720885105987 -0.0059301333850167118 0.12656641236993652 -0.22950822483409536 0.39591435863213109 -0.065902646043624252 -0.015398767250628512 0.22367947612489975 0.22029180256096095 0.20435678656284625 0.13844570620306607 -0.13814924653754176 leaf_weight=56 23 90 55 335 11804 141 22 22 361 232 28 37 26 29 83 leaf_count=56 23 90 55 335 11804 141 22 22 361 232 28 37 26 29 83 internal_value=0 -0.000689067 0.203562 -0.0025575 -0.000998123 0.0323348 0.107045 0.130784 -0.00568034 0.0401698 -0.00422278 -0.00476407 -0.00546796 -0.0494398 -0.113593 internal_weight=0 13321 111 13210 13037 1142 379 357 763 373 11895 11867 11830 390 173 internal_count=13344 13321 111 13210 13037 1142 379 357 763 373 11895 11867 11830 390 173 cat_boundaries=0 4 8 12 13 16 17 cat_threshold=0 0 1075839232 32768 0 16384 2147483648 131104 67126017 2097168 38404096 8192 3140 16896 0 34209792 131 is_linear=0 shrinkage=0.01 Tree=235 num_leaves=11 num_cat=0 split_feature=9 1 8 7 7 11 13 13 11 11 split_gain=77485.2 24133.3 33734.2 17471.1 14288.2 10937 8361.99 16285.4 260.538 25.2173 threshold=285.62500000000006 339.56250000000006 263.93200000000007 162.18600000000004 239.51250000000002 92.932500000000019 214.15000000000003 55.232840000000003 257.43900000000002 191.84322000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 9 -7 right_child=-2 -3 -4 4 -6 8 -8 -9 -10 -11 leaf_value=-0.0027640456944259453 0.60564367710124878 -0.28095991911426671 0.35823198098402759 0.32045695368448895 0.030174746635632639 -0.12687072783708572 -0.18523305416107178 0.20732954270130879 -0.16348942011594772 -0.11166681668162345 leaf_weight=13069 21 31 26 30 39 24 25 37 20 20 leaf_count=13069 21 31 26 30 39 24 25 37 20 20 internal_value=0 -0.00226981 -0.00161975 -0.00232512 0.156384 -0.00315506 -0.00251945 -0.00217092 -0.133563 -0.11996 internal_weight=0 13321 13290 13264 69 13195 13131 13106 64 44 internal_count=13342 13321 13290 13264 69 13195 13131 13106 64 44 is_linear=0 shrinkage=0.01 Tree=236 num_leaves=12 num_cat=2 split_feature=9 25 8 26 3 25 4 1 1 26 3 split_gain=75943.2 43831.9 30465.7 19019 18678.6 19226 21090.9 10634.3 17887.3 4122.31 1575.44 threshold=285.62500000000006 0 312.55000000000013 2022.5000000000002 216.24000000000004 1 29.353500000000004 272.07425000000006 157.57350000000002 2022.5000000000002 279.07800000000003 decision_type=2 9 2 2 2 9 2 2 2 2 2 left_child=1 3 4 -1 5 6 9 8 -7 -3 -6 right_child=-2 2 -4 -5 10 7 -8 -9 -10 -11 -12 leaf_value=0.061826835066080096 0.59958723305236727 -0.063941511965509679 0.38571453094482422 0.28273135975787517 0.2234599142074585 -0.0036745025482632842 0.14879451886201517 -0.20167547252443099 0.20812810611724852 -0.12944943978086762 0.12009654752139387 leaf_weight=80 21 201 20 76 30 12595 39 27 40 184 29 leaf_count=80 21 201 20 76 30 12595 39 27 40 184 29 internal_value=0 -0.00224711 -0.00427837 0.159239 -0.004875 -0.00567541 -0.0711243 -0.00342491 -0.00300398 -0.0952492 0.172654 internal_weight=0 13321 13165 156 13145 13086 424 12662 12635 385 59 internal_count=13342 13321 13165 156 13145 13086 424 12662 12635 385 59 cat_boundaries=0 4 8 cat_threshold=0 16384 16777472 2097152 256 80 1074413568 512 is_linear=0 shrinkage=0.01 Tree=237 num_leaves=13 num_cat=3 split_feature=9 25 8 3 25 24 26 2 19 1 26 3 split_gain=74432 41147.9 30359.2 20344.6 18246.7 32188.6 16124.9 11613.1 8282 7499.4 4796.14 1426.23 threshold=285.62500000000006 0 286.44390000000004 216.24000000000004 1 2 2022.5000000000002 11.141100000000002 74.97834300000001 272.07425000000006 2022.5000000000002 279.07800000000003 decision_type=2 9 2 2 9 1 2 2 2 2 2 2 left_child=1 6 3 4 5 7 -1 -3 9 -6 -7 -5 right_child=-2 2 -4 11 8 10 -8 -9 -10 -11 -12 -13 leaf_value=0.055988709385862062 0.59359135170777644 -0.0054270802554996335 0.38491075706481936 0.23266819312654693 -0.0035006634918828086 -0.1099500684563173 0.23928384760806434 0.24640005445480348 0.19980394583940506 -0.17351129907828111 -0.20252808452689131 0.13260954856872559 leaf_weight=97 21 217 20 29 12545 109 95 20 20 26 115 28 leaf_count=97 21 217 20 29 12545 109 95 20 20 26 115 28 internal_value=0 -0.00222464 -0.00439891 -0.00499623 -0.00581949 -0.066932 0.13942 0.0151835 -0.00352599 -0.00385229 -0.150749 0.183517 internal_weight=0 13321 13129 13109 13052 461 192 237 12591 12571 224 57 internal_count=13342 13321 13129 13109 13052 461 192 237 12591 12571 224 57 cat_boundaries=0 4 8 9 cat_threshold=0 16384 50331904 2097152 67108864 80 1074413568 512 3102 is_linear=0 shrinkage=0.01 Tree=238 num_leaves=10 num_cat=1 split_feature=9 1 8 7 4 7 11 24 11 split_gain=72950.8 23516.4 32108.6 17111.7 14408.2 14021.8 10933.8 7256.96 728.418 threshold=285.62500000000006 339.56250000000006 263.93200000000007 162.18600000000004 293.85000000000008 239.51250000000002 170.05500000000004 0 246.67500000000004 decision_type=2 2 2 2 2 2 2 1 2 left_child=1 2 3 4 6 -5 7 -1 -8 right_child=-2 -3 -4 5 -6 -7 8 -9 -10 leaf_value=-0.012606368209798515 0.58765545402254371 -0.27730756921152916 0.34951337814331057 0.31735532251993814 -0.22967269080025809 0.029792277507292918 -0.12397025883197785 0.0031704288037746947 -0.20735541924834253 leaf_weight=4356 21 31 26 30 28 39 22 8769 20 leaf_count=4356 21 31 26 30 28 39 22 8769 20 internal_value=0 -0.0022024 -0.00156069 -0.00224886 -0.00307022 0.15482 -0.00258834 -0.00207285 -0.163677 internal_weight=0 13321 13290 13264 13195 69 13167 13125 42 internal_count=13342 13321 13290 13264 13195 69 13167 13125 42 cat_boundaries=0 1 cat_threshold=2433 is_linear=0 shrinkage=0.01 Tree=239 num_leaves=11 num_cat=0 split_feature=9 1 8 7 7 11 13 13 11 11 split_gain=71499.1 23048.4 31469.6 16771.2 13742.7 10553.7 8206.74 15937.6 245.513 28.6616 threshold=285.62500000000006 339.56250000000006 263.93200000000007 162.18600000000004 239.51250000000002 92.932500000000019 214.15000000000003 55.232840000000003 257.43900000000002 191.84322000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 9 -7 right_child=-2 -3 -4 4 -6 8 -8 -9 -10 -11 leaf_value=-0.0026566924094698872 0.58177886372520815 -0.27453449187740203 0.34601823073167071 0.31418177795410157 0.029494342437157265 -0.12530488739411036 -0.18342475509643558 0.20518104366354042 -0.16019289405643938 -0.10909589818120002 leaf_weight=13069 21 31 26 30 39 24 25 37 20 20 leaf_count=13069 21 31 26 30 39 24 25 37 20 20 internal_value=0 -0.00218044 -0.00154516 -0.00222645 0.153271 -0.00303959 -0.00241522 -0.00206994 -0.131142 -0.117937 internal_weight=0 13321 13290 13264 69 13195 13131 13106 64 44 internal_count=13342 13321 13290 13264 69 13195 13131 13106 64 44 is_linear=0 shrinkage=0.01 Tree=240 num_leaves=13 num_cat=3 split_feature=3 25 13 25 25 5 5 0 6 26 13 26 split_gain=55912.5 46924.8 17362.3 24283.5 14978.2 33058.5 31481 10753.4 11295.5 9098.12 5702.43 778.675 threshold=333.3454000000001 0 92.932500000000019 1 2 189.44922000000003 38.528000000000006 211.57500000000002 218.62500000000003 2022.5000000000002 214.15000000000003 2022.5000000000002 decision_type=2 9 2 9 9 2 2 2 2 2 2 2 left_child=1 11 3 9 5 6 -5 8 -6 -3 -4 -1 right_child=-2 2 10 4 7 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.15932372236251832 0.4321162672042847 -0.057538440714077072 0.31531536738077803 0.03365831951177739 -0.005612968382321149 -0.28987379412497244 0.40728831643643587 0.17038802691868374 0.20717569293975832 -0.20126191014051437 0.087395216485728386 0.20540688867692822 leaf_weight=70 30 98 21 1155 11644 31 23 35 25 80 23 77 leaf_count=70 30 98 21 1155 11644 31 23 35 25 80 23 77 internal_value=0 -8.25587e-05 -0.00213507 -0.00280324 -0.00115743 0.0322042 0.0409533 -0.00462817 -0.00515708 -0.115637 0.196175 0.171777 internal_weight=0 13282 13135 13091 12913 1209 1178 11704 11669 178 44 147 internal_count=13312 13282 13135 13091 12913 1209 1178 11704 11669 178 44 147 cat_boundaries=0 3 6 10 cat_threshold=0 2113536 256 0 64 524288 521 100368 37833728 16818208 is_linear=0 shrinkage=0.01 Tree=241 num_leaves=16 num_cat=0 split_feature=3 13 13 7 1 5 5 6 1 1 1 7 7 1 5 split_gain=54799.8 13280.2 6820.52 6139.31 7216.25 9398.35 17182.4 15728 8236.8 9606.85 3849.07 1597.43 3441.89 1257.44 1053.25 threshold=333.3454000000001 92.932500000000019 214.15000000000003 178.65425000000002 114.12500000000001 217.36500000000004 172.87500000000003 272.07425000000006 263.93200000000007 365.72000000000008 177.48625000000001 231.40000000000003 287.60640000000006 228.18750000000003 333.3454000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 7 -1 10 -10 -6 -5 -13 -12 -7 right_child=-2 2 -4 11 8 14 -8 -9 9 -11 13 12 -14 -15 -16 leaf_value=-0.00036586073029613793 0.42779509576161701 0.28414888819058737 0.050372038070972146 -0.16198397715886434 0.054683103489153312 -0.099291840835853851 0.29246498107910157 -0.24197152279041434 -0.18139114639975809 0.11413387927142056 0.24849901012752365 0.035231787919998168 -0.14602613709189677 0.143931928406591 -0.19371856371561688 leaf_weight=12948 30 24 26 24 33 27 20 27 22 22 23 20 22 23 21 leaf_count=12948 30 24 26 24 33 27 20 27 22 22 23 20 22 23 21 internal_value=0 -8.17332e-05 0.162585 -0.000696405 -0.000214133 -0.000933073 -0.000417168 -0.000868624 0.0760227 -0.0336286 0.137094 -0.0969023 -0.0597128 0.196215 -0.140604 internal_weight=0 13282 50 13232 13166 13043 12995 12975 123 44 79 66 42 46 48 internal_count=13312 13282 50 13232 13166 13043 12995 12975 123 44 79 66 42 46 48 is_linear=0 shrinkage=0.01 Tree=242 num_leaves=13 num_cat=3 split_feature=3 25 13 25 10 25 5 0 26 13 10 26 split_gain=53709.3 45981 16737.1 23767.6 20428.2 19686.9 36791.5 14015.3 8902.48 5473.74 2478.57 766.873 threshold=333.3454000000001 0 92.932500000000019 1 206.27675000000002 2 181.87500000000003 211.57500000000002 2022.5000000000002 214.15000000000003 267.95700000000005 2022.5000000000002 decision_type=2 9 2 9 2 9 2 2 2 2 2 2 left_child=1 11 3 8 5 6 -5 -7 -3 -4 -6 -1 right_child=-2 2 9 4 10 7 -8 -9 -10 -11 -12 -13 leaf_value=0.15765369742257254 0.42351714579264327 -0.056927352681451916 0.3093207091376895 0.050259507538766304 -0.1443299180905451 -0.004823910063754531 -0.27917696503230505 0.20474073965102435 -0.19909721626341345 0.086017550178196109 -0.29987902164459229 0.20338630893013693 leaf_weight=70 30 98 21 1079 20 11726 35 32 80 23 21 77 leaf_count=70 30 98 21 1079 20 11726 35 32 80 23 21 77 internal_value=0 -8.09158e-05 -0.00211268 -0.00276872 -0.0011405 -0.00043153 0.0395541 -0.00424995 -0.114397 0.192594 -0.224001 0.170041 internal_weight=0 13282 13135 13091 12913 12872 1114 11758 178 44 41 147 internal_count=13312 13282 13135 13091 12913 12872 1114 11758 178 44 41 147 cat_boundaries=0 3 6 10 cat_threshold=0 2113536 256 0 64 524288 67109377 98320 37814272 16949280 is_linear=0 shrinkage=0.01 Tree=243 num_leaves=13 num_cat=0 split_feature=3 4 10 1 3 5 5 11 1 1 5 10 split_gain=52640.5 19059 18562 20317.7 28478.7 17955.7 16059.7 14149.7 7835.98 5245.88 3999.81 3706.62 threshold=333.3454000000001 365.72000000000008 206.27675000000002 128.13850000000005 2.8373970000000006 217.36500000000004 172.87500000000003 170.05500000000004 316.3010000000001 200.13000000000002 333.3454000000001 279.07800000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 9 -5 -7 -4 right_child=-2 -3 11 4 -6 10 -8 -9 -10 -11 -12 -13 leaf_value=0.00080686809921544248 0.4192819830576579 -0.30110147794087727 -0.12154927964563723 0.11009329151224208 0.47722080516815185 -0.1161574740409851 0.26469090326972633 -0.1830375330504917 0.20791047169612004 -0.071235643961490722 -0.29872725963592528 -0.3011636241674423 leaf_weight=12987 30 21 27 27 20 30 23 42 26 39 20 20 leaf_count=12987 30 21 27 27 20 30 23 42 26 39 20 20 internal_value=0 -8.01066e-05 0.000396588 0.00110218 0.135218 -4.42802e-05 0.000680287 0.000214231 0.0608696 0.00294438 -0.189185 -0.197981 internal_weight=0 13282 13261 13214 112 13102 13052 13029 92 66 50 47 internal_count=13312 13282 13261 13214 112 13102 13052 13029 92 66 50 47 is_linear=0 shrinkage=0.01 Tree=244 num_leaves=13 num_cat=3 split_feature=3 25 13 25 10 25 5 4 26 13 10 26 split_gain=51592.9 45093.7 16401.4 23299.6 19675.4 19423.2 36632.1 10003.8 8711.67 5378.75 2386.26 756.776 threshold=333.3454000000001 0 92.932500000000019 1 206.27675000000002 2 181.87500000000003 233.80500000000004 2022.5000000000002 214.15000000000003 267.95700000000005 2022.5000000000002 decision_type=2 9 2 9 2 9 2 2 2 2 2 2 left_child=1 11 3 8 5 6 -5 -7 -3 -4 -6 -1 right_child=-2 2 9 4 10 7 -8 -9 -10 -11 -12 -13 leaf_value=0.15605204473223006 0.41508914724985757 -0.056419872556413918 0.30636269342331657 0.06314060348674061 -0.14167112173140051 -0.0031436420822972661 -0.29343444188435874 -0.2215924378803798 -0.19705786401778461 0.085005596306013023 -0.29429624795913695 0.20148259484922734 leaf_weight=70 30 98 21 727 20 12094 30 21 80 23 21 77 leaf_count=70 30 98 21 727 20 12094 30 21 80 23 21 77 internal_value=0 -7.93055e-05 -0.00209138 -0.00274081 -0.00112869 -0.000432914 0.0483705 -0.00351939 -0.113265 0.190653 -0.219845 0.168394 internal_weight=0 13282 13135 13091 12913 12872 757 12115 178 44 41 147 internal_count=13312 13282 13135 13091 12913 12872 757 12115 178 44 41 147 cat_boundaries=0 3 6 10 cat_threshold=0 2113536 256 0 64 524288 512 98320 37748736 163872 is_linear=0 shrinkage=0.01 Tree=245 num_leaves=15 num_cat=2 split_feature=4 25 26 13 2 1 1 3 25 7 1 4 1 13 split_gain=66137 68571.7 44898.4 18447.2 29529.2 13372.9 16360.8 45684.9 13711.5 10846.1 7396.11 5879.16 5309.93 2938.77 threshold=344.25000000000006 0 2022.5000000000002 55.232840000000003 16.594211000000005 255.10500000000002 105.004 11.555000000000001 1 174.00000000000003 200.13000000000002 24.5016 365.72000000000008 175.27925000000002 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 -1 5 13 6 8 10 11 -10 -8 -3 -7 -5 right_child=-2 3 -4 4 -6 12 7 -9 9 -11 -12 -13 -14 -15 leaf_value=0.057656468571843325 0.54780041651292277 -0.060248071619426968 0.41640605424389698 -0.049688996124267582 0.4843991384506226 -0.26201193385654026 0.088071098909105944 0.55212845313549042 -0.0028207693886786551 0.15446279547431252 -0.12293859940308791 0.079205003753304484 -0.057583196622629958 0.11294226419925689 leaf_weight=74 22 547 66 25 20 27 46 20 12347 44 26 32 24 20 leaf_count=74 22 547 66 25 20 27 46 20 12347 44 26 32 24 20 internal_value=0 -0.000942913 0.211663 -0.00335965 0.164686 -0.0041952 -0.00356418 0.12932 -0.00450677 -0.00226044 0.0118732 -0.0516488 -0.16581 0.0225916 internal_weight=0 13318 140 13178 65 13113 13062 92 12970 12391 72 579 51 45 internal_count=13340 13318 140 13178 65 13113 13062 92 12970 12391 72 579 51 45 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2097408 257 8256 4539392 512 is_linear=0 shrinkage=0.01 Tree=246 num_leaves=15 num_cat=2 split_feature=4 25 26 13 2 1 1 25 5 7 4 1 1 13 split_gain=64820.9 67207.1 44004.9 18080.1 28941.5 13106.8 16035.2 13438.6 12635.7 10630.3 5762.16 5204.26 2899.09 2880.29 threshold=344.25000000000006 0 2022.5000000000002 55.232840000000003 16.594211000000005 255.10500000000002 105.004 1 2.822397 174.00000000000003 24.5016 365.72000000000008 200.13000000000002 175.27925000000002 decision_type=2 9 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 -1 5 13 6 7 10 12 -9 -3 -7 -8 -5 right_child=-2 3 -4 4 -6 11 8 9 -10 -11 -12 -13 -14 -15 leaf_value=0.057079907204653772 0.54232242454182022 -0.059645592480407558 0.41224201964609547 -0.049192106151580817 0.47955512905120851 -0.25939181221856011 0.11253926185851403 -0.002792561643682176 0.35038670590519905 0.15291816516356035 0.078412949219346051 -0.057007363860805828 -0.020744713973999022 0.11181283700466157 leaf_weight=74 22 547 66 25 20 27 47 12347 20 44 32 24 25 20 leaf_count=74 22 547 66 25 20 27 47 12347 20 44 32 24 25 20 internal_value=0 -0.000933484 0.209546 -0.00332606 0.163039 -0.00415325 -0.00352854 -0.0044617 0.128027 -0.00223783 -0.0511323 -0.164152 0.0662601 0.0223656 internal_weight=0 13318 140 13178 65 13113 13062 12970 92 12391 579 51 72 45 internal_count=13340 13318 140 13178 65 13113 13062 12970 92 12391 579 51 72 45 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2097408 257 8256 4539392 512 is_linear=0 shrinkage=0.01 Tree=247 num_leaves=12 num_cat=3 split_feature=25 26 0 7 0 0 25 24 2 7 0 split_gain=59553.5 41611.2 36731.3 32739.5 12323.3 37649.7 11077.2 31400.8 16739.4 6683.33 87.1802 threshold=0 2022.5000000000002 344.25000000000006 162.18600000000004 220.33000000000001 176.53925000000004 1 2 230.65000000000003 239.51250000000002 250.05000000000004 decision_type=9 2 2 2 2 2 9 1 2 2 2 left_child=1 -1 3 4 5 6 7 -2 -8 -5 -6 right_child=2 -3 -4 9 10 -7 8 -9 -10 -11 -12 leaf_value=0.048834020964304607 0.10567642777456956 0.39174510311724531 0.35950420328548982 0.31059147414039162 -0.18040281913497233 0.36263054881777079 -0.0077118998943110639 -0.013155568931366038 0.21448799077202294 0.11877489896921012 -0.15310823512077332 leaf_weight=75 330 67 28 34 22 28 12016 642 34 39 25 leaf_count=75 330 67 28 34 22 28 12016 642 34 39 25 internal_value=0 0.196773 -0.00230205 -0.00307302 -0.00425013 -0.003668 -0.00445562 0.0278539 -0.00707907 0.208114 -0.165884 internal_weight=0 142 13198 13170 13097 13050 13022 972 12050 73 47 internal_count=13340 142 13198 13170 13097 13050 13022 972 12050 73 47 cat_boundaries=0 3 7 8 cat_threshold=67108864 16384 2097408 134217984 2147516416 3272083456 40992 2193 is_linear=0 shrinkage=0.01 Tree=248 num_leaves=15 num_cat=4 split_feature=4 25 26 13 2 1 1 3 25 24 25 1 1 13 split_gain=63364.3 64632.1 42292 17681.5 28280.6 12924.3 15603.8 44472.3 13215.1 21244.6 10230.6 7174.12 5102.35 2824.32 threshold=344.25000000000006 0 2022.5000000000002 55.232840000000003 16.594211000000005 255.10500000000002 105.004 11.555000000000001 1 2 3 200.13000000000002 365.72000000000008 175.27925000000002 decision_type=2 9 2 2 2 2 2 2 9 1 9 2 2 2 left_child=1 2 -1 5 13 6 8 11 9 -3 -10 -8 -7 -5 right_child=-2 3 -4 4 -6 12 7 -9 10 -11 -12 -13 -14 -15 leaf_value=0.056020763242566912 0.53619572596116505 0.021633686413726653 0.40420214085867912 -0.048664067173004151 0.47413419914245608 -0.25726971617451422 0.085475715761599333 0.5434672437906265 0.033571712365968433 -0.10065642993790762 -0.0044853257449048722 -0.12234317816220797 -0.056876656413078312 0.11076896715164186 leaf_weight=74 22 239 66 25 20 27 46 20 742 340 11649 26 24 20 leaf_count=74 22 239 66 25 20 27 46 20 742 340 11649 26 24 20 internal_value=0 -0.00092192 0.205486 -0.0032682 0.161253 -0.00408621 -0.00346587 0.126308 -0.00438639 -0.0506672 -0.00218115 0.01043 -0.162967 0.0221951 internal_weight=0 13318 140 13178 65 13113 13062 92 12970 579 12391 72 51 45 internal_count=13340 13318 140 13178 65 13113 13062 92 12970 579 12391 72 51 45 cat_boundaries=0 3 7 8 12 cat_threshold=67108864 16384 2097408 257 8256 4539392 512 346 134217728 2129936 1107953664 40992 is_linear=0 shrinkage=0.01 Tree=249 num_leaves=12 num_cat=1 split_feature=4 25 13 2 1 0 7 7 2 1 13 split_gain=62103.4 63346.1 17329.7 27717.8 12667 15556.7 11393.1 18675 13058.6 5000.81 2768.12 threshold=344.25000000000006 0 55.232840000000003 16.594211000000005 255.10500000000002 344.25000000000006 174.00000000000003 239.51250000000002 255.10500000000002 365.72000000000008 175.27925000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 10 5 6 8 -8 -3 -6 -4 right_child=-2 2 3 -5 9 -7 7 -9 -10 -11 -12 leaf_value=0.20343098627726239 0.53083377534692933 -0.005046564557865253 -0.048177426242828371 0.46939284324645997 -0.25469702649999548 0.26852519671122232 0.32242705447333203 -0.028695996313384087 0.18308758310369544 -0.056307886838912968 0.10966126942634583 leaf_weight=140 22 12943 25 20 27 21 28 33 37 24 20 leaf_count=140 22 12943 25 20 27 21 28 33 37 24 20 internal_value=0 -0.000913076 -0.0032359 0.159641 -0.00404573 -0.00343159 -0.00386952 0.132475 -0.00451028 -0.161337 0.0219731 internal_weight=0 13318 13178 65 13113 13062 13041 61 12980 51 45 internal_count=13340 13318 13178 65 13113 13062 13041 61 12980 51 45 cat_boundaries=0 3 cat_threshold=67108864 16384 2097408 is_linear=0 shrinkage=0.01 Tree=250 num_leaves=11 num_cat=2 split_feature=10 25 7 4 7 25 6 0 7 6 split_gain=87337.5 19000.5 19926 35872.6 17184.1 16069.1 12371.8 12217.7 11269.2 2688.84 threshold=279.07800000000003 0 162.18600000000004 285.62500000000006 218.62500000000003 1 218.62500000000003 217.36500000000004 355.00000000000006 284.98750000000007 decision_type=2 9 2 2 2 9 2 2 2 2 left_child=1 -1 3 5 -4 -3 7 -7 -6 -8 right_child=-2 2 4 -5 8 6 9 -9 -10 -11 leaf_value=-0.12324679213047027 0.60325308755040175 0.11423124972397719 0.39679404562169857 -0.34572249126434329 -0.047157794727998623 -0.00046812273580225676 0.24754897980462937 -0.13294043873037611 0.24330485994165596 0.092605462968349456 leaf_weight=115 24 113 22 30 34 12845 21 70 22 24 leaf_count=115 24 113 22 30 34 12845 21 70 22 24 internal_value=0 -0.000537461 0.000626167 -0.00032199 0.159985 0.000470637 -0.000608929 -0.00118613 0.0669525 0.164912 internal_weight=0 13296 13181 13103 78 13073 12960 12915 56 45 internal_count=13320 13296 13181 13103 78 13073 12960 12915 56 45 cat_boundaries=0 4 8 cat_threshold=0 0 3328 32768 0 16384 4341760 2097184 is_linear=0 shrinkage=0.01 Tree=251 num_leaves=11 num_cat=2 split_feature=10 25 7 4 7 25 6 0 7 6 split_gain=85599.5 18652.6 19529.3 35158.9 16842.1 15775.1 12125.6 11974.5 11045 2635.33 threshold=279.07800000000003 0 162.18600000000004 285.62500000000006 218.62500000000003 1 218.62500000000003 217.36500000000004 355.00000000000006 284.98750000000007 decision_type=2 9 2 2 2 9 2 2 2 2 left_child=1 -1 3 5 -4 -3 7 -7 -6 -8 right_child=-2 2 4 -5 8 6 9 -9 -10 -11 leaf_value=-0.12211292224407196 0.59722055966655407 0.11318180105550502 0.39282611456784339 -0.34226526196797685 -0.04668622423620785 -0.0004634416719979062 0.2450734869639079 -0.13161103621550971 0.24087181134657429 0.0916794071594874 leaf_weight=115 24 113 22 30 34 12845 21 70 22 24 leaf_count=115 24 113 22 30 34 12845 21 70 22 24 internal_value=0 -0.000532154 0.000620771 -0.000317899 0.158385 0.000466804 -0.00060284 -0.00117427 0.066283 0.163263 internal_weight=0 13296 13181 13103 78 13073 12960 12915 56 45 internal_count=13320 13296 13181 13103 78 13073 12960 12915 56 45 cat_boundaries=0 4 8 cat_threshold=0 0 3328 32768 0 16384 4341760 2097184 is_linear=0 shrinkage=0.01 Tree=252 num_leaves=14 num_cat=2 split_feature=9 8 7 25 25 0 8 0 3 0 7 7 26 split_gain=45310.9 23688.5 19458.3 22553.5 13057 9731.82 10409.7 6966.48 14350.4 11615.4 4927.5 7943.17 1958.75 threshold=285.62500000000006 341.27040000000005 162.18600000000004 0 1 13.106250000000001 1.1888500000000002 181.87500000000003 238.08750000000003 232.87500000000003 333.3454000000001 218.62500000000003 2022.5000000000002 decision_type=2 2 2 9 9 2 2 2 2 2 2 2 2 left_child=1 2 3 12 5 6 -5 8 -6 -9 11 -4 -1 right_child=-2 -3 10 4 7 -7 -8 9 -10 -11 -12 -13 -14 leaf_value=-0.16424457598336137 0.43465363040566446 0.34365185546874999 0.2493927528547204 0.073391781669903414 -0.0022053894181737681 -0.12315504948298137 -0.15459892545427595 0.29443328232992266 -0.20497667707715717 0.0096118325127495657 0.29057834261939641 0.0023850957552591957 -0.089813530594110486 leaf_weight=79 24 20 23 432 12475 30 21 21 35 45 21 30 64 leaf_count=79 24 20 23 432 12475 30 21 21 35 45 21 30 64 internal_value=0 -0.000244238 -0.000762309 -0.0016687 -0.000253024 0.0502313 0.0628227 -0.00223032 -0.0027727 0.100237 0.160942 0.109577 -0.122375 internal_weight=0 13296 13276 13202 13059 483 453 12576 12510 66 74 53 143 internal_count=13320 13296 13276 13202 13059 483 453 12576 12510 66 74 53 143 cat_boundaries=0 4 8 cat_threshold=0 16 256 32768 67108864 16384 1125007360 2105888 is_linear=0 shrinkage=0.01 Tree=253 num_leaves=15 num_cat=2 split_feature=10 25 7 7 25 1 0 3 1 7 11 7 1 0 split_gain=83589.4 18234.8 18713.5 16396.3 13255.2 12861.2 12798.6 13106 12699.7 10618.5 8143.01 8226 7991.82 2191.02 threshold=279.07800000000003 0 162.18600000000004 218.62500000000003 1 181.87500000000003 189.93750000000003 238.08750000000003 153.43270000000004 355.00000000000006 43.248000000000012 11.207000000000003 263.93200000000007 241.78314000000003 decision_type=2 9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 -4 8 6 7 -6 10 -5 11 -3 -7 -8 right_child=-2 2 3 9 5 12 13 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.12074155223846436 0.59016234596570338 0.058689454495287674 0.38636107748205012 -0.046597866030300361 -0.0023639307658211341 0.25803797117869059 -0.2308128551074437 -0.20824040905121835 -0.18238062858581544 0.23535395925695246 -0.14759445587793985 -0.11308029700969828 0.030851135402917864 -0.10467423534393311 leaf_weight=115 24 722 22 34 12152 30 21 31 25 22 21 29 32 40 leaf_count=115 24 722 22 34 12152 30 21 31 25 22 21 29 32 40 internal_value=0 -0.000530343 0.000609602 0.155044 -0.000309253 -0.00288142 -0.00361124 -0.00288779 0.0389535 0.0641689 0.0466256 0.0520565 0.14078 -0.148099 internal_weight=0 13296 13181 78 13103 12306 12244 12183 797 56 772 751 62 61 internal_count=13320 13296 13181 78 13103 12306 12244 12183 797 56 772 751 62 61 cat_boundaries=0 4 8 cat_threshold=0 0 3328 32768 201326592 81920 1112424448 2105888 is_linear=0 shrinkage=0.01 Tree=254 num_leaves=12 num_cat=2 split_feature=10 3 3 4 25 6 25 3 3 0 6 split_gain=81926.2 18015.3 35342.9 27399.8 22895.9 20858.8 20730.6 9235.63 9753.39 9119.02 2404.41 threshold=279.07800000000003 376.61250000000007 177.71725000000004 333.3454000000001 0 218.62500000000003 1 228.18750000000003 272.07425000000006 25.910000000000004 355.00000000000006 decision_type=2 2 2 2 9 2 9 2 2 2 2 left_child=1 2 3 4 9 6 -6 -4 -9 -1 -7 right_child=-2 -3 7 -5 5 10 -8 8 -10 -11 -12 leaf_value=-0.089576239459561988 0.58426073985174298 -0.30042758798599245 0.39583914778449319 -0.3538594232905995 0.038725674448265371 0.27275462980623599 -0.0039906267422003859 0.0011129557568094004 0.29233813534612241 -0.30332144820171858 0.12809201931953429 leaf_weight=151 24 20 22 22 1248 27 11717 23 23 23 20 leaf_count=151 24 20 22 22 1248 27 11717 23 23 23 20 internal_value=0 -0.000525947 -7.4152e-05 -0.00124487 -0.000656558 0.000909617 0.000148 0.227321 0.146726 -0.111426 0.211196 internal_weight=0 13296 13276 13208 13186 13012 12965 68 46 174 47 internal_count=13320 13296 13276 13208 13186 13012 12965 68 46 174 47 cat_boundaries=0 4 8 cat_threshold=256 16 256 32768 134218240 2179072 1114521600 2236960 is_linear=0 shrinkage=0.01 Tree=255 num_leaves=10 num_cat=3 split_feature=4 25 25 5 7 10 25 1 7 split_gain=49732.1 35525.6 30797.6 13502.5 10354 19310.8 9320.36 3127.01 1948.11 threshold=293.85000000000008 0 1 279.07800000000003 92.090000000000018 250.05000000000004 2 52.772000000000013 279.07800000000003 decision_type=2 9 9 2 2 2 9 2 2 left_child=1 -1 -3 4 5 6 -4 8 -6 right_child=-2 2 3 -5 7 -7 -8 -9 -10 leaf_value=-0.16017725024662965 0.39870909352456374 0.14383573466784336 0.045194224403018048 0.21332367403753871 -0.16276929931393988 0.30858091950416566 -0.0039045166061032872 0.0044019671848842075 -0.050361428941999166 leaf_weight=131 31 136 389 29 58 20 12507 21 21 leaf_count=131 31 136 389 29 58 20 12507 21 21 internal_value=0 -0.00228914 -0.00059799 -0.0022128 -0.00269472 -0.00190993 -0.00239147 -0.104058 -0.132889 internal_weight=0 13312 13181 13045 13016 12916 12896 100 79 internal_count=13343 13312 13181 13045 13016 12916 12896 100 79 cat_boundaries=0 4 7 11 cat_threshold=0 16384 35651584 32800 0 16 256 67108864 65600 4800512 139264 is_linear=0 shrinkage=0.01 Tree=256 num_leaves=9 num_cat=2 split_feature=25 25 10 12 14 5 6 1 split_gain=49201.8 38563.6 19309.9 11505 8747.49 10850.9 14097.9 3194.05 threshold=0 1 259.57500000000005 238.56750000000002 112.45500000000001 279.07800000000003 272.07425000000006 6.3720000000000008 decision_type=9 9 2 2 2 2 2 2 left_child=7 -2 3 4 5 6 -3 -1 right_child=1 2 -4 -5 -6 -7 -8 -9 leaf_value=0.18700288276923333 -0.1663502860069275 -0.0021690098770406996 0.30119222436632431 0.23737152242660522 -0.16526098771528766 0.21476924025494121 -0.23986779870986941 0.052572291851043701 leaf_weight=152 134 12915 21 20 33 23 25 20 leaf_count=152 134 12915 21 20 33 23 25 20 internal_value=0 -0.00359649 -0.00179742 -0.00228764 -0.00265646 -0.00224252 -0.00262824 0.161955 internal_weight=0 13171 13037 13016 12996 12963 12940 172 internal_count=13343 13171 13037 13016 12996 12963 12940 172 cat_boundaries=0 3 7 cat_threshold=0 64 256 0 16384 35651584 32800 is_linear=0 shrinkage=0.01 Tree=257 num_leaves=10 num_cat=2 split_feature=4 25 25 26 6 7 10 9 26 split_gain=48616.3 34189.6 30141.2 38103.7 12488.5 12543.3 13367.7 8721.61 266.37 threshold=293.85000000000008 0 1 2022.5000000000002 297.60100000000006 284.98750000000007 250.05000000000004 162.18600000000004 2022.5000000000002 decision_type=2 9 9 2 2 2 2 2 2 left_child=1 8 3 -3 5 6 7 -4 -1 right_child=-2 2 4 -5 -6 -7 -8 -9 -10 leaf_value=-0.18418228110959453 0.39422161563750235 -0.0074000032183150167 -0.002147524043518569 0.32769458242563104 0.22109679985046388 -0.24119804208928888 0.24987920511336556 -0.14317685387351298 -0.15562231492305148 leaf_weight=62 31 71 12933 65 25 22 21 44 69 leaf_count=62 31 71 12933 65 25 22 21 44 69 internal_value=0 -0.00225268 -0.00059362 0.142293 -0.00219113 -0.00262155 -0.00221774 -0.0026257 -0.157144 internal_weight=0 13312 13181 136 13045 13020 12998 12977 131 internal_count=13343 13312 13181 136 13045 13020 12998 12977 131 cat_boundaries=0 4 7 cat_threshold=0 16384 35651584 32800 0 16 256 is_linear=0 shrinkage=0.01 Tree=258 num_leaves=17 num_cat=8 split_feature=25 25 1 25 24 25 24 24 1 3 0 25 26 1 26 26 split_gain=47966.5 37178 12777 10749.8 55963.8 14648.2 54868.2 13062.1 9037.02 26269 6887.61 8609.98 5805.03 4204.18 2201.09 179.379 threshold=0 1 272.07425000000006 2 3 4 5 6 54.277999999999999 2.8373970000000006 211.57500000000002 7 2022.5000000000002 153.43270000000004 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 9 1 9 1 1 2 2 2 9 2 2 2 2 left_child=12 15 3 4 14 6 -6 -7 10 13 11 -5 -1 -10 -3 -2 right_child=1 2 -4 8 5 7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.11179210268217941 -0.1878183653241112 0.25019529324311479 -0.18990982151693769 -0.059112523268494338 0.21699854236841201 0.01511075237097631 -0.06308289671273426 -0.085919006072557896 0.048180621273377362 0.38546332919079329 0.14415930772981336 -0.0037466529709510275 0.22798979792875404 -0.097132813655413111 0.174322375869751 -0.16463702033942856 leaf_weight=87 63 78 36 278 110 252 162 250 85 23 31 11631 85 26 75 71 leaf_count=87 63 78 36 278 110 252 162 250 85 23 31 11631 85 26 75 71 internal_value=0 -0.00354254 -0.00177607 -0.00125649 0.0313757 -0.00406933 0.0538637 -0.0358983 -0.00378473 0.0778773 -0.00470438 -0.00509188 0.159918 0.0141432 0.199935 -0.163346 internal_weight=0 13171 13037 13001 927 774 272 502 12074 134 11940 11909 172 111 153 134 internal_count=13343 13171 13037 13001 927 774 272 502 12074 134 11940 11909 172 111 153 134 cat_boundaries=0 3 7 11 12 16 17 18 22 cat_threshold=0 64 256 0 16384 35651584 32800 67109376 65552 21577728 139264 1088 67108864 65536 17367040 8192 2200 62 256 32768 2147614720 16777728 is_linear=0 shrinkage=0.01 Tree=259 num_leaves=10 num_cat=3 split_feature=4 25 25 5 7 10 25 7 7 split_gain=47536.5 32806.2 29443.5 12964.4 10113.8 18304.9 7827.84 2190.64 2286.29 threshold=293.85000000000008 0 1 279.07800000000003 92.090000000000018 250.05000000000004 2 284.98750000000007 223.50400000000005 decision_type=2 9 9 2 2 2 9 2 2 left_child=1 -1 -3 4 5 6 -4 8 -6 right_child=-2 2 3 -5 7 -7 -8 -9 -10 leaf_value=-0.15394058071975167 0.38983095199831069 0.14063239972885341 0.04480544123939801 0.20902849197387696 -0.11240651467267204 0.30043008959293366 -0.0036172088122958732 -0.18178350246869601 0.0076905022496762485 leaf_weight=131 31 136 333 29 51 20 12563 26 23 leaf_count=131 31 136 333 29 51 20 12563 26 23 internal_value=0 -0.00221574 -0.000590582 -0.00216949 -0.00264171 -0.00186608 -0.0023349 -0.102822 -0.0750791 internal_weight=0 13312 13181 13045 13016 12916 12896 100 74 internal_count=13343 13312 13181 13045 13016 12916 12896 100 74 cat_boundaries=0 4 7 11 cat_threshold=0 16384 35651584 32800 0 16 256 67108864 64 4800512 139264 is_linear=0 shrinkage=0.01 Tree=260 num_leaves=11 num_cat=3 split_feature=25 4 25 25 8 8 2 14 0 7 split_gain=32930.5 21684.3 20653.8 9390.77 29246 19530.4 13610.2 13493 14929.3 11171.2 threshold=0 293.85000000000008 1 2 176.53925000000004 239.51250000000002 176.53925000000004 66.397500000000022 125.83150000000002 140.32000000000002 decision_type=9 2 9 9 2 2 2 2 2 2 left_child=-1 2 -2 5 6 7 9 8 -4 -5 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 leaf_value=-0.1285343215358791 0.12574419254480407 0.27358679606996733 0.0057068266544418409 -0.006051374198682952 -0.38881426262855528 0.32367235469818112 0.25458349514007572 0.22154814211527504 0.14920094915338467 -0.24264768534898756 leaf_weight=191 119 29 3590 9167 20 20 20 30 74 20 leaf_count=191 119 29 3590 9167 20 20 20 30 74 20 internal_value=0 0.00044223 -0.000163955 -0.00141782 -0.00682153 0.0119893 -0.00599916 0.0103343 0.00860491 -0.00656644 internal_weight=0 13089 13060 12941 9227 3714 9207 3694 3664 9187 internal_count=13280 13089 13060 12941 9227 3714 9207 3694 3664 9187 cat_boundaries=0 4 7 11 cat_threshold=0 16 2097408 32 256 16384 4718592 2353021465 2288066568 2735037440 16818176 is_linear=0 shrinkage=0.01 Tree=261 num_leaves=13 num_cat=3 split_feature=25 4 25 25 8 10 8 10 2 17 26 26 split_gain=32308 21252.6 20274.2 9203.89 28664 20787.1 19369.7 14455.8 19467.6 11475.9 4012.18 498.165 threshold=0 293.85000000000008 1 2 176.53925000000004 211.12500000000003 239.51250000000002 95.142500000000013 156.16500000000005 43.943000000000005 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 9 2 2 2 2 2 2 2 2 left_child=11 2 10 5 7 6 9 8 -5 -4 -2 -1 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.15055687342920612 0.19360879962727176 0.27085092708982272 0.0070764968235776035 -0.0060200661325088764 -0.38492612457275394 0.31837647047909823 0.320435622215271 -0.26800787003267379 0.30631015563011171 0.24727127337455748 0.077474109411239625 -0.11824600472742197 leaf_weight=93 59 29 3652 9166 20 22 20 21 20 20 60 98 leaf_count=93 59 29 3652 9166 20 22 20 21 20 20 60 98 internal_value=0 0.000438768 -0.000161352 -0.00140365 -0.00675332 0.0118694 0.0100752 -0.00593916 -0.00534005 0.00838475 0.124584 -0.127313 internal_weight=0 13089 13060 12941 9227 3714 3692 9207 9186 3672 119 191 internal_count=13280 13089 13060 12941 9227 3714 3692 9207 9186 3672 119 191 cat_boundaries=0 4 7 11 cat_threshold=0 16 2097408 32 256 16384 4718592 2353021465 2288066568 2735037440 16818176 is_linear=0 shrinkage=0.01 Tree=262 num_leaves=11 num_cat=3 split_feature=25 4 25 25 8 8 14 0 2 7 split_gain=31665.1 20829.7 19870.7 9011.87 28112.1 18725.5 13814.6 15211.5 13035.3 11426.5 threshold=0 293.85000000000008 1 2 176.53925000000004 239.51250000000002 66.397500000000022 125.83150000000002 176.53925000000004 148.98750000000004 decision_type=9 2 9 9 2 2 2 2 2 2 left_child=-1 2 -2 5 8 6 7 -4 9 -5 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 leaf_value=-0.12603979723963571 0.12333838884220567 0.26814242560288004 0.0055970805723429759 -0.005795052303813962 -0.38107686364650728 0.31723126888275149 0.22775736200398414 0.15146216106741395 0.24926173567771912 -0.2450764811038971 leaf_weight=191 119 29 3465 9294 20 20 29 73 20 20 leaf_count=191 119 29 3465 9294 20 20 29 73 20 20 internal_value=0 0.00043438 -0.000159739 -0.00138961 -0.00655671 0.0120657 0.0103884 0.00860673 -0.00576125 -0.00630886 internal_weight=0 13089 13060 12941 9354 3587 3567 3538 9334 9314 internal_count=13280 13089 13060 12941 9354 3587 3567 3538 9334 9314 cat_boundaries=0 4 7 11 cat_threshold=0 16 2097408 32 256 16384 4718592 205537817 2288066568 2735036416 16818176 is_linear=0 shrinkage=0.01 Tree=263 num_leaves=15 num_cat=4 split_feature=25 4 25 25 5 12 24 3 1 0 3 2 26 26 split_gain=31066.5 20415 19505.4 8832.54 13553.9 35186.2 25280.9 12747 9282.93 5448.17 13838.9 15749.6 3932.34 488.251 threshold=0 293.85000000000008 1 2 7.0052499999999993 17.530000000000005 3 189.44922000000003 255.10500000000002 148.98750000000004 137.37250000000003 156.16500000000005 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 9 2 2 1 2 2 2 2 2 2 2 left_child=13 2 12 4 7 6 -6 8 -4 10 11 -5 -2 -1 right_child=1 -3 3 9 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.14779090763420188 0.1904393328650523 0.26546100682225721 0.010088487849969215 -0.0060902993038302366 0.14868703548016587 0.47373551800137476 -0.049723955131263181 -0.18063867886861165 -0.1760992416629085 -0.14104292724529902 -0.26248502912975491 0.27483220171928407 0.0754659799337387 -0.11580315147127423 leaf_weight=93 59 29 3261 9283 113 21 129 36 27 30 21 20 60 98 leaf_count=93 59 29 3261 9283 113 21 129 36 27 30 21 20 60 98 internal_value=0 0.000430978 -0.000157197 -0.00137571 0.011945 0.0810849 0.0470119 0.0065105 0.00855957 -0.00649114 -0.00606519 -0.00548636 0.122201 -0.124842 internal_weight=0 13089 13060 12941 3587 263 242 3324 3288 9354 9324 9303 119 191 internal_count=13280 13089 13060 12941 3587 263 242 3324 3288 9354 9324 9303 119 191 cat_boundaries=0 4 7 11 12 cat_threshold=0 16 2097408 32 256 16384 4718592 205537817 2288066568 2735036416 16818176 1564 is_linear=0 shrinkage=0.01 Tree=264 num_leaves=9 num_cat=0 split_feature=4 4 0 3 3 9 4 3 split_gain=27975.6 74354 24204.2 11114.6 18363.1 10907.4 11373.2 1004.25 threshold=365.72000000000008 279.07800000000003 365.72000000000008 344.25000000000006 177.71725000000004 239.51250000000002 27.535980000000006 228.18750000000003 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 right_child=-2 -3 -4 -5 7 -7 -8 -9 leaf_value=-0.0026398653635940866 -0.36614944821312312 0.59369225660959879 -0.33323039271614768 -0.22089987340180769 0.22260095834732055 -0.21467337543765705 0.063180476393717447 0.13954318845594252 leaf_weight=12840 21 21 22 23 24 24 268 37 leaf_count=12840 21 21 22 23 24 24 268 37 internal_value=0 -0.000871436 -0.00181462 -0.00126293 -0.000880023 -0.0016841 -0.00129413 0.172222 internal_weight=0 13259 13238 13216 13193 13132 13108 61 internal_count=13280 13259 13238 13216 13193 13132 13108 61 is_linear=0 shrinkage=0.01 Tree=265 num_leaves=14 num_cat=3 split_feature=25 5 6 1 13 13 4 25 24 3 13 5 5 split_gain=56696.9 23552.9 25943.1 19397.3 10552.1 13205.1 18687 13074.3 40015.2 12884.1 7750.98 6294.86 7928.35 threshold=0 172.87500000000003 337.52040000000005 26.955000000000002 201.75000000000003 27.600000000000005 7.3867500000000001 1 2 177.71725000000004 33.525000000000013 223.36075000000002 296.22550000000007 decision_type=9 2 2 2 2 2 2 9 1 2 2 2 2 left_child=-1 2 4 11 5 7 10 8 -2 -9 -7 -3 -13 right_child=1 3 -4 -5 -6 6 -8 9 -10 -11 -12 12 -14 leaf_value=0.22048927162004553 0.053638483628227908 0.22324868474687851 -0.34674858895215127 0.42391702663330805 -0.21255050122737884 0.20172423231601716 0.35563710520664849 -0.0015106637054543507 -0.090506489068005999 0.16801243686676023 -0.029315504802847808 -0.11412997663021088 0.13791850530184233 leaf_weight=105 286 21 22 21 24 20 24 12070 555 45 53 24 26 leaf_count=105 286 21 22 21 24 20 24 12070 555 45 53 24 26 internal_value=0 -0.00251562 -0.00363737 0.156927 -0.00306014 -0.00267496 0.113568 -0.00354526 -0.0414326 -0.00088026 0.0339831 0.0779575 0.0169352 internal_weight=0 13191 13099 92 13077 13053 97 12956 841 12115 73 71 50 internal_count=13296 13191 13099 92 13077 13053 97 12956 841 12115 73 71 50 cat_boundaries=0 3 6 7 cat_threshold=0 16384 34078976 4211200 200 19021824 1283 is_linear=0 shrinkage=0.01 Tree=266 num_leaves=9 num_cat=0 split_feature=7 5 6 15 10 4 3 6 split_gain=22181.2 32084.8 16906.2 20196.5 32820.4 40706.2 15575.1 3238.62 threshold=284.98750000000007 279.07800000000003 228.56250000000003 206.70431000000005 267.95700000000005 285.62500000000006 293.85000000000008 337.52040000000005 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 leaf_value=0.001303456961948233 -0.27219076792399088 0.2981628923945957 -0.11315440471967061 0.31746587824821471 -0.38647303754633122 -0.41136636972427371 -0.25915187960085662 -0.27289282733743842 leaf_weight=13089 30 36 30 20 22 24 23 22 leaf_count=13089 30 36 30 20 22 24 23 22 internal_value=0 3.09183e-05 -0.000780325 -7.02252e-05 -0.000552876 9.34578e-05 0.000846587 -0.180736 internal_weight=0 13266 13230 13178 13158 13136 13112 52 internal_count=13296 13266 13230 13178 13158 13136 13112 52 is_linear=0 shrinkage=0.01 Tree=267 num_leaves=9 num_cat=0 split_feature=7 5 6 15 10 4 3 6 split_gain=21739.8 31446.3 16569.7 19794.6 32167.3 39896.1 15265.2 3174.17 threshold=284.98750000000007 279.07800000000003 228.56250000000003 206.70431000000005 267.95700000000005 285.62500000000006 293.85000000000008 337.52040000000005 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 leaf_value=0.001290422463381875 -0.26946885061264036 0.29518125931421918 -0.11202286632855733 0.31429123079776766 -0.38260830694978887 -0.40725269953409832 -0.25656036003776217 -0.27016390041871502 leaf_weight=13089 30 36 30 20 22 24 23 22 leaf_count=13089 30 36 30 20 22 24 23 22 internal_value=0 3.06092e-05 -0.000772522 -6.95228e-05 -0.000547347 9.25233e-05 0.000838122 -0.178929 internal_weight=0 13266 13230 13178 13158 13136 13112 52 internal_count=13296 13266 13230 13178 13158 13136 13112 52 is_linear=0 shrinkage=0.01 Tree=268 num_leaves=15 num_cat=4 split_feature=25 26 5 1 13 1 25 24 9 25 5 5 26 26 split_gain=55881.7 27921.5 22503 19141.7 15233.3 11062.9 10197.6 59816.7 12074.4 10910.5 6417.48 7508.73 2742.61 41.3218 threshold=0 2022.5000000000002 172.87500000000003 26.955000000000002 238.56750000000002 272.07425000000006 1 2 198.34750000000003 3 223.36075000000002 296.22550000000007 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 9 1 2 9 2 2 2 2 left_child=1 -1 4 10 5 6 7 13 9 -8 -4 -12 -9 -2 right_child=2 -3 3 -5 -6 -7 8 12 -10 -11 11 -13 -14 -15 leaf_value=0.081285989461121741 0.11974406677379942 0.40755981426613008 0.22161754290262858 0.41859069154376072 -0.2664974576776678 -0.17580783583022452 0.042948544447439431 -0.13201284479872089 -0.18409883300463359 -0.0026665688901005681 -0.11424534718195598 0.13104240564199596 -0.20563399503628416 0.13158614768356575 leaf_weight=54 57 51 21 21 22 37 538 107 36 12145 24 26 96 61 leaf_count=54 57 51 21 21 22 37 538 107 36 12145 24 26 96 61 internal_value=0 0.218913 -0.00248286 0.153365 -0.00357934 -0.00313702 -0.00264708 -0.0574443 -0.001218 -0.000699861 0.0749181 0.0133043 -0.158996 0.116033 internal_weight=0 105 13191 92 13099 13077 13040 321 12719 12683 71 50 203 118 internal_count=13296 105 13191 92 13099 13077 13040 321 12719 12683 71 50 203 118 cat_boundaries=0 3 6 7 11 cat_threshold=0 16384 34078976 16384 64 18874368 275 0 2129936 3225485312 41504 is_linear=0 shrinkage=0.01 Tree=269 num_leaves=16 num_cat=4 split_feature=25 5 6 1 25 24 4 25 0 6 9 7 4 5 5 split_gain=54769.5 22055.1 24573.1 18760.7 9342.56 44776.5 115392 30583.8 26783.5 16362.5 10712.7 7883.02 15477.7 6289.78 7359.3 threshold=0 172.87500000000003 337.52040000000005 26.955000000000002 1 2 23.347670000000004 3 69.535000000000011 29.757000000000005 198.34750000000003 206.27675000000002 255.10500000000002 223.36075000000002 296.22550000000007 decision_type=9 2 2 2 9 1 2 9 2 2 2 2 2 2 2 left_child=-1 2 4 13 5 6 9 -7 -9 -2 11 12 -6 -3 -15 right_child=1 3 -4 -5 10 7 -8 8 -10 -11 -12 -13 -14 14 -16 leaf_value=0.21672387177011243 -0.011268956292957681 0.21940138953072683 -0.33747152610258624 0.41440477791286656 -0.00010886058891011344 -0.25235738762942228 0.75964565844762888 -0.078396419866761158 0.2983161195516586 0.28123201680183413 -0.18335087522864343 0.1519116094533135 -0.27852740764617923 -0.11310289283593497 0.12973198083730844 leaf_weight=105 437 21 22 21 12058 100 21 335 20 20 32 34 20 24 26 leaf_count=105 437 21 22 21 12058 100 21 335 20 20 32 34 20 24 26 internal_value=0 -0.00245773 -0.00354324 0.151831 -0.00298146 -0.0333013 0.0341243 -0.103346 -0.0556068 0.00153196 -0.000624109 -0.000141859 -0.000569895 0.0741689 0.0131712 internal_weight=0 13191 13099 92 13077 933 478 455 355 457 12144 12112 12078 71 50 internal_count=13296 13191 13099 92 13077 933 478 455 355 457 12144 12112 12078 71 50 cat_boundaries=0 3 6 7 10 cat_threshold=0 16384 34078976 4211456 200 19021960 1307 256 64 2097152 is_linear=0 shrinkage=0.01 Tree=270 num_leaves=10 num_cat=0 split_feature=9 10 7 11 1 1 1 14 11 split_gain=55911.5 50610.1 18026.9 15933.5 14203.2 13684.2 13606.9 11287.2 170.72 threshold=285.62500000000006 273.29900000000004 355.00000000000006 170.05500000000004 339.56250000000006 157.57350000000002 263.93200000000007 95.142500000000013 239.51250000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -5 right_child=-2 -3 -4 8 -6 6 -8 -9 -10 leaf_value=-0.00053523713719496626 0.48139981836080553 -0.49222937856401716 0.2850912107120861 -0.20829880748106086 -0.22988468095108314 0.22244795372852913 -0.084474345803260797 -0.16877245804667473 -0.16933397939090025 leaf_weight=13151 24 21 22 23 27 52 20 40 22 leaf_count=13151 24 21 22 23 27 52 20 40 22 internal_value=0 -0.00169681 -0.000925589 -0.00139746 -0.000761391 -0.000294956 0.137192 -0.00104539 -0.189249 internal_weight=0 13378 13357 13335 13290 13263 72 13191 45 internal_count=13402 13378 13357 13335 13290 13263 72 13191 45 is_linear=0 shrinkage=0.01 Tree=271 num_leaves=13 num_cat=2 split_feature=4 25 26 6 1 1 25 8 8 1 6 1 split_gain=63774.9 63260.6 43113.6 15800.7 19290.3 31367.2 16282 22395 16352.8 10867.5 2994.44 1077.78 threshold=344.25000000000006 0 2022.5000000000002 218.62500000000003 272.07425000000006 157.57350000000002 1 246.67500000000004 11.177000000000001 220.33000000000001 272.07425000000006 365.72000000000008 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 left_child=1 2 -1 4 5 6 8 -8 -3 -7 -5 -6 right_child=-2 3 -4 10 11 9 7 -9 -10 -11 -12 -13 leaf_value=0.040012351386951951 0.49396161923041709 -0.03836203723389766 0.43457573212426281 0.25665856014598498 -0.26270271280537483 0.37160521779741557 -0.002479004878843517 0.33242098808288573 -0.25618834541903601 0.092993190118244709 0.10510429047048092 -0.16232902181148529 leaf_weight=53 26 808 58 22 23 28 12248 20 36 28 32 20 leaf_count=53 26 808 58 22 23 28 12248 20 36 28 32 20 internal_value=0 -0.00178513 0.225835 -0.00385717 -0.00455785 -0.00386733 -0.00487597 -0.00193146 -0.0470952 0.232299 0.166849 -0.216017 internal_weight=0 13376 111 13265 13211 13168 13112 12268 844 56 54 43 internal_count=13402 13376 111 13265 13211 13168 13112 12268 844 56 54 43 cat_boundaries=0 4 8 cat_threshold=0 16384 2228480 32 71303424 2687040 3271573504 32768 is_linear=0 shrinkage=0.01 Tree=272 num_leaves=10 num_cat=0 split_feature=4 10 3 6 0 0 3 0 0 split_gain=62505.8 17582.1 15598.7 15967.9 15833.7 23413.1 16538.3 1782.13 4143.72 threshold=344.25000000000006 279.07800000000003 293.85000000000008 297.60100000000006 228.56250000000003 181.87500000000003 216.24000000000004 276.84975000000003 376.61250000000007 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -9 right_child=-2 -3 -4 -5 7 -7 -8 8 -10 leaf_value=-0.0016119954421246366 0.48902199525099532 -0.29089167390550891 -0.215232728509342 0.2517245477676392 -0.087567116507777459 0.31832996244015904 0.20461956623273017 -0.28276543461758158 -0.085953876972198487 leaf_weight=13164 26 21 34 25 27 23 39 23 20 leaf_count=13164 26 21 34 25 27 23 39 23 20 internal_value=0 -0.00176728 -0.00131264 -0.000766642 -0.00124139 -0.000447494 -0.00100281 -0.151243 -0.191225 internal_weight=0 13376 13355 13321 13296 13226 13203 70 43 internal_count=13402 13376 13355 13321 13296 13226 13203 70 43 is_linear=0 shrinkage=0.01 Tree=273 num_leaves=9 num_cat=0 split_feature=4 3 3 15 17 7 1 3 split_gain=61261.9 16279.4 22052.4 11422.9 9364.26 14668 6228.81 3177.12 threshold=344.25000000000006 344.25000000000006 216.24000000000004 214.15000000000003 95.142500000000013 284.98750000000007 263.93200000000007 243.26250000000002 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 leaf_value=-0.0011223376341327456 0.48413176609919623 -0.24262081861495971 0.30747189712524414 -0.24083107244968413 0.20447658408771863 -0.23929354869402372 -0.11407852869860979 0.14363905742250641 leaf_weight=13182 26 28 20 20 22 26 49 29 leaf_count=13182 26 28 20 20 22 26 49 29 internal_value=0 -0.0017496 -0.00124433 -0.00202453 -0.00166486 -0.00200695 -0.00154066 0.21051 internal_weight=0 13376 13348 13299 13279 13257 13231 49 internal_count=13402 13376 13348 13299 13279 13257 13231 49 is_linear=0 shrinkage=0.01 Tree=274 num_leaves=16 num_cat=4 split_feature=4 25 26 6 25 0 0 10 26 4 25 11 25 6 0 split_gain=60042.8 62085.4 42277.8 15399.7 18621.8 13556.5 31563.9 14132.4 12680.1 15497.7 9228.76 9077.43 3453.83 2979.65 318.356 threshold=344.25000000000006 0 2022.5000000000002 218.62500000000003 1 125.83150000000002 189.93750000000003 230.0395 2022.5000000000002 29.353500000000004 2 176.53925000000004 3 272.07425000000006 241.78314000000003 decision_type=2 9 2 2 9 2 2 2 2 2 9 2 9 2 2 left_child=1 2 -1 4 8 7 -7 11 12 10 -10 -6 -3 -5 -8 right_child=-2 3 -4 13 5 6 14 -9 9 -11 -12 -13 -14 -15 -16 leaf_value=0.039762653134903819 0.47929044466752274 0.025893063528670206 0.43048293047937852 0.25432878147472038 -0.0016895002642718154 0.39232336081307512 0.022303240597248079 -0.26171868108567736 -0.03286320649442219 0.15232333535733431 -0.15474042217586642 -0.18873656982126144 -0.03623553417347096 0.10314909100532532 -0.023986941751761314 leaf_weight=53 26 134 58 22 12362 29 24 21 116 23 204 26 233 32 39 leaf_count=53 26 134 58 22 12362 29 24 21 116 23 204 26 233 32 39 internal_value=0 -0.00173211 0.223764 -0.00378487 -0.00447658 -0.00162351 0.119317 -0.00252146 -0.0539283 -0.0984017 -0.116423 -0.00208208 -0.0138328 0.164741 -0.00635259 internal_weight=0 13376 111 13265 13211 12501 92 12409 710 343 320 12388 367 54 63 internal_count=13402 13376 111 13265 13211 12501 92 12409 710 343 320 12388 367 54 63 cat_boundaries=0 4 8 11 14 cat_threshold=0 16384 2228480 32 67108864 2687040 1124089856 32768 0 589824 16777216 67108864 64 33554432 is_linear=0 shrinkage=0.01 Tree=275 num_leaves=12 num_cat=0 split_feature=13 2 8 7 20 5 4 4 13 8 20 split_gain=16913.8 39547.2 15201 10249.2 9378.99 14536.3 12347.3 8942.99 5967.11 2421.93 1516.69 threshold=55.232840000000003 2.0785010000000006 172.87500000000003 255.10500000000002 18.645000000000003 287.60640000000006 293.85000000000008 216.24000000000004 214.15000000000003 272.07425000000006 42.305000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 3 4 5 6 7 -1 -2 -4 -6 right_child=1 -3 9 -5 10 -7 -8 -9 -10 -11 -12 leaf_value=-0.0031181086059468665 0.096953814440760122 0.5274119219779968 -0.11243905697113428 -0.18510533732752646 0.073051203700803952 -0.2272710681783742 -0.22974905729293824 0.16973561159769696 -0.12144824634898793 -0.24182313338569975 0.17366197298313008 leaf_weight=13064 29 20 39 31 31 29 24 30 22 23 29 leaf_count=13064 29 20 39 31 31 29 24 30 22 23 29 internal_value=0 0.150536 -0.00422047 -0.00348884 -0.00306254 -0.00363184 -0.00313744 -0.00272208 0.00274116 -0.160436 0.12168 internal_weight=0 71 13300 13238 13207 13147 13118 13094 51 62 60 internal_count=13371 71 13300 13238 13207 13147 13118 13094 51 62 60 is_linear=0 shrinkage=0.01 Tree=276 num_leaves=24 num_cat=5 split_feature=25 6 7 1 1 5 0 0 25 6 2 2 4 25 0 25 4 26 3 25 26 26 26 split_gain=18525.7 22401.3 13417.1 10710.7 18059.8 61744.2 33138.7 15388.7 16800.3 13806.4 9381.75 9204.41 27809.7 5450.75 4852.38 5248.53 4432.58 2376.75 1431.01 567.422 808.552 600.461 57.1741 threshold=0 95.142500000000013 22.111000000000004 263.93200000000007 21.947000000000003 25.505000000000003 57.065000000000012 217.36500000000004 1 15.292500000000002 1.1487500000000002 47.321700000000014 1.1888500000000002 2 6.3720000000000008 3 5.8030000000000008 2022.5000000000002 1.1528500000000002 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 9 2 2 2 2 9 2 9 2 2 2 9 2 2 2 left_child=1 2 14 4 7 6 9 8 10 16 18 13 -13 -10 15 22 -6 -9 -2 21 -21 -17 -1 right_child=3 -3 -4 -5 5 -7 -8 17 11 -11 -12 12 -14 -15 -16 19 -18 -19 -20 20 -22 -23 -24 leaf_value=-0.10982372328440348 0.088256670516609348 0.25383558602560136 -0.32114052685824307 -0.17577961671352388 -0.026353233636318522 0.48825072810053827 0.42310740709304812 -0.081187631416320793 -0.042046299667734849 0.25752368339896203 -0.11842842626571656 0.017749851865073045 0.41221385683332173 -0.0035406974982245239 -0.19063453809420267 0.0066792275807628903 0.10809789865105242 -0.20609246942477349 0.0008768002986907959 -0.068624899069468184 -0.020029781583755738 -0.037073448791422624 -0.12292037073771159 leaf_weight=75 298 21 22 35 267 32 20 25 370 20 25 120 21 11578 30 73 27 39 20 75 63 55 60 leaf_count=75 298 21 22 35 267 32 20 25 370 20 25 120 21 11578 30 73 27 39 20 75 63 55 60 internal_value=0 -0.0641029 -0.0802568 -0.0010819 -0.00060735 0.0686311 0.028428 -0.0026353 -0.00183908 0.00328918 0.066168 -0.00382021 0.0764998 -0.00477128 -0.0679611 -0.0587835 -0.0140057 -0.157302 0.0827611 -0.0288413 -0.0433023 -0.0112424 -0.107669 internal_weight=0 474 453 12897 12862 366 334 12496 12432 314 343 12089 141 11948 431 401 294 64 318 266 138 128 135 internal_count=13371 474 453 12897 12862 366 334 12496 12432 314 343 12089 141 11948 431 401 294 64 318 266 138 128 135 cat_boundaries=0 4 8 9 12 15 cat_threshold=67108872 64 1076035840 544 0 49168 17317888 8192 768 0 64 256 67108864 0 1075838976 is_linear=0 shrinkage=0.01 Tree=277 num_leaves=15 num_cat=4 split_feature=25 24 26 25 26 1 10 1 0 0 25 26 26 1 split_gain=18156.8 35812.3 18637.1 16090.5 10561.3 10497.5 18563.6 14762.1 15625.2 29790.6 10027.3 2192.69 345.835 134.088 threshold=0 1 2022.5000000000002 2 2022.5000000000002 263.93200000000007 243.26250000000002 157.57350000000002 217.36500000000004 172.87500000000003 3 2022.5000000000002 2022.5000000000002 205.12500000000003 decision_type=9 1 2 9 2 2 2 2 2 2 9 2 2 2 left_child=1 3 -3 4 -1 6 7 8 9 10 -2 -10 -5 -9 right_child=5 2 -4 12 -6 -7 -8 13 11 -11 -12 -13 -14 -15 leaf_value=0.024834277104523222 0.040955062433375704 -0.064680846432844802 -0.24056005103528993 -0.074085911453747363 0.21932687093626779 -0.17402182151590076 0.3038221776485443 0.19139069805974548 -0.083708196511635413 0.35863317116447113 -0.0034375445188061494 -0.20167058236151936 -0.040272697200688219 0.15793407564163209 leaf_weight=59 521 120 121 61 53 35 20 23 26 23 12184 40 60 25 leaf_count=59 521 120 121 61 53 35 20 23 26 23 12184 40 60 25 internal_value=0 -0.0634618 -0.14689 0.0253249 0.107291 -0.00107143 -0.000601631 -0.00107574 -0.00173245 -0.000936653 -0.00158759 -0.155201 -0.0529435 0.173965 internal_weight=0 474 241 233 112 12897 12862 12842 12794 12728 12705 66 121 48 internal_count=13371 474 241 233 112 12897 12862 12842 12794 12728 12705 66 121 48 cat_boundaries=0 4 5 8 12 cat_threshold=67108872 64 1076035840 544 2107 0 64 1075838976 16384 2146320 50872320 139264 is_linear=0 shrinkage=0.01 Tree=278 num_leaves=12 num_cat=0 split_feature=13 2 1 10 6 9 5 5 13 5 6 split_gain=16418.1 38329.1 26688.3 21364.2 16767.4 13298.9 11548.9 21683.5 5827.22 1567.71 1235.35 threshold=55.232840000000003 2.0785010000000006 339.56250000000006 255.10500000000002 169.68000000000004 257.43900000000002 217.36500000000004 172.87500000000003 214.15000000000003 333.3454000000001 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 3 4 5 6 7 -1 -2 -8 -6 right_child=1 -3 -4 -5 10 -7 9 -9 -10 -11 -12 leaf_value=-0.0025737706286002378 0.095964793419015815 0.51939051580429085 -0.30203423853715261 0.32315436840057371 -0.19792823948178975 -0.24334002474079963 -0.098216322985562404 0.31163532777266073 -0.11986196474595504 -0.20319969635009766 -0.1155845374182651 leaf_weight=13074 29 20 30 20 35 23 33 22 22 25 38 leaf_count=13074 29 20 30 20 35 23 33 22 22 25 38 internal_value=0 0.148364 -0.00410745 -0.00343392 -0.00392688 -0.00308958 -0.0026695 -0.00204593 0.00286305 -0.143468 -0.155064 internal_weight=0 71 13300 13270 13250 13177 13154 13096 51 58 73 internal_count=13371 71 13300 13270 13250 13177 13154 13096 51 58 73 is_linear=0 shrinkage=0.01 Tree=279 num_leaves=13 num_cat=5 split_feature=25 24 25 1 10 1 0 0 25 0 25 1 split_gain=17751.3 35051.6 15765 10054.6 17861.5 14470 15253.4 29115.5 9858.1 1572.24 1545.65 129.883 threshold=0 1 2 263.93200000000007 243.26250000000002 157.57350000000002 217.36500000000004 172.87500000000003 3 269.79925000000003 4 205.12500000000003 decision_type=9 1 9 2 2 2 2 2 9 2 9 2 left_child=1 2 -1 4 5 6 7 8 -2 -8 -3 -7 right_child=3 10 -4 -5 -6 11 9 -9 -10 -11 -12 -13 leaf_value=0.10624802597233507 0.040639213923007081 -0.18912308981341699 -0.05236020548013217 -0.17029281630686352 0.29804100012779239 0.18941543786422066 -0.10300720736384392 0.35457279785819673 -0.0033773050114748598 -0.20066712142461363 -0.094950827803925011 0.15648759260177614 leaf_weight=112 521 114 121 35 20 23 32 23 12184 34 127 25 leaf_count=112 521 114 121 35 20 23 32 23 12184 34 127 25 internal_value=0 -0.0627199 0.0251155 -0.00103028 -0.000570487 -0.00103554 -0.00168573 -0.000899455 -0.00154297 -0.153317 -0.145257 0.172266 internal_weight=0 474 233 12897 12862 12842 12794 12728 12705 66 241 48 internal_count=13371 474 233 12897 12862 12842 12794 12728 12705 66 241 48 cat_boundaries=0 4 5 8 12 15 cat_threshold=67108872 64 1076035840 544 2107 0 64 1075838976 16384 2146320 50872320 139264 0 64 1075838976 is_linear=0 shrinkage=0.01 Tree=280 num_leaves=13 num_cat=3 split_feature=25 26 25 8 0 0 0 3 25 10 6 26 split_gain=65180.6 50507.4 23343.3 43348.2 16848.7 25758.5 16602.1 12289.5 13570.9 13921.3 8046.81 1041.63 threshold=0 2022.5000000000002 1 263.93200000000007 176.53925000000004 220.33000000000001 344.25000000000006 272.07425000000006 2 233.43000000000004 17.847500000000007 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 9 2 2 2 left_child=1 -1 11 4 7 -6 -7 8 10 -10 -4 -2 right_child=2 -3 3 -5 5 6 -8 -9 9 -11 -12 -13 leaf_value=0.035985935055292566 -0.11934384384155272 0.35858086937076444 0.04114359275467426 0.46421679306030272 0.36787715758046796 -0.10134989350670721 0.2500801815986633 -0.21984326912806584 -0.0038483443971017257 -0.26789137411117553 0.24119196823665076 -0.18091361510949056 leaf_weight=104 50 91 473 20 31 41 20 26 12428 20 21 61 leaf_count=104 50 91 473 20 31 41 20 26 12428 20 21 61 internal_value=0 0.177431 -0.00226067 -0.00098092 -0.00169407 0.133157 0.0138731 -0.00265076 -0.00221443 -0.00426915 0.0486626 -0.14052 internal_weight=0 195 13191 13080 13060 92 61 12968 12942 12448 494 111 internal_count=13386 195 13191 13080 13060 92 61 12968 12942 12448 494 111 cat_boundaries=0 3 7 11 cat_threshold=0 64 2097408 256 16384 65536 131104 67108865 0 21495808 41472 is_linear=0 shrinkage=0.01 Tree=281 num_leaves=13 num_cat=3 split_feature=25 26 25 8 0 0 0 3 25 4 10 26 split_gain=63883.5 49502.3 22878.8 42485.6 16513.4 25245.9 16271.7 12045 13321 10710.7 10640.5 1020.9 threshold=0 2022.5000000000002 1 263.93200000000007 176.53925000000004 220.33000000000001 344.25000000000006 272.07425000000006 2 28.194000000000003 230.0395 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 9 2 2 2 left_child=1 -1 11 4 7 -6 -7 8 9 -4 -10 -2 right_child=2 -3 3 -5 5 6 -8 -9 10 -11 -12 -13 leaf_value=0.03562607393814967 -0.11815040566921234 0.35499507537254921 0.052766275635854967 0.45957463264465331 0.36419837059513216 -0.1003363930597538 0.24757937479019165 -0.21764483451843261 -0.0040903587022897937 -0.15096530296184399 -0.23493440818786621 -0.1791044795317728 leaf_weight=104 50 91 583 20 31 41 20 26 12312 27 20 61 leaf_count=104 50 91 583 20 31 41 20 26 12312 27 20 61 internal_value=0 0.175657 -0.00223807 -0.000971111 -0.00167713 0.131825 0.0137344 -0.00262425 -0.00219228 0.043043 -0.00446112 -0.139115 internal_weight=0 195 13191 13080 13060 92 61 12968 12942 610 12332 111 internal_count=13386 195 13191 13080 13060 92 61 12968 12942 610 12332 111 cat_boundaries=0 3 7 11 cat_threshold=0 64 2097408 256 16384 65536 131104 67125249 0 55050240 16818688 is_linear=0 shrinkage=0.01 Tree=282 num_leaves=14 num_cat=5 split_feature=25 26 25 8 8 25 24 25 6 9 26 6 26 split_gain=62612.2 48517.2 22423.5 41640.1 12585.9 9942.95 37730.2 23398.8 6544.09 8231.93 1614.96 1177.15 1000.58 threshold=0 2022.5000000000002 1 263.93200000000007 172.87500000000003 2 3 4 149.26580000000004 223.50400000000005 2022.5000000000002 255.10500000000002 2022.5000000000002 decision_type=9 2 9 2 2 9 1 9 2 2 2 2 2 left_child=1 -1 12 4 5 6 10 -8 9 -7 -4 -10 -2 right_child=2 -3 3 -5 -6 8 7 -9 11 -11 -12 -13 -14 leaf_value=0.035269814179493833 -0.11696890387535096 0.35144512915349269 0.17377062998968981 0.45497890853881834 -0.19973779596388341 -0.0031852417774517541 -0.1186126848415006 0.032152513757971304 -0.1471493114062718 0.19985937744379045 0.24905854587044038 -0.05097739279270172 -0.1773134349213272 leaf_weight=104 50 91 58 20 32 12205 118 516 35 20 56 20 61 leaf_count=104 50 91 58 20 32 12205 118 516 35 20 56 20 61 internal_value=0 0.1739 -0.00221569 -0.0009614 -0.00166036 -0.00117383 0.0339786 0.00268602 -0.00333999 -0.00285306 0.193758 -0.112178 -0.137724 internal_weight=0 195 13191 13080 13060 13028 748 634 12280 12225 114 55 111 internal_count=13386 195 13191 13080 13060 13028 748 634 12280 12225 114 55 111 cat_boundaries=0 3 7 11 12 16 cat_threshold=0 64 2097408 256 16384 65536 131104 67108865 65536 2169110528 16818688 2176 67108864 0 524288 40960 is_linear=0 shrinkage=0.01 Tree=283 num_leaves=15 num_cat=4 split_feature=25 26 25 0 0 0 3 25 2 25 2 0 2 26 split_gain=61366.7 47551.7 21977 14566.4 26040.1 16933.5 11885.5 13540.1 13554.2 12685.1 9499.34 5200.03 2036.64 980.671 threshold=0 2022.5000000000002 1 176.53925000000004 220.33000000000001 344.25000000000006 272.07425000000006 2 149.26580000000004 3 1.1487500000000002 15.580500000000002 207.80256000000003 2022.5000000000002 decision_type=9 2 9 2 2 2 2 9 2 9 2 2 2 2 left_child=1 -1 13 6 -5 -6 7 10 9 -9 11 -4 -10 -2 right_child=2 -3 3 4 5 -7 -8 8 12 -11 -12 -13 -14 -15 leaf_value=0.034917113001529991 -0.11579921312332153 0.34793066679776369 0.060989308130997191 0.36039579299188435 -0.10861232473027138 0.24492059755325318 -0.21543925798856298 -0.05153426081105604 0.22347647929191589 -0.0022634190866660134 -0.11231980641682944 -0.10317763149738313 0.10260192516705263 -0.17554030189748671 leaf_weight=104 50 91 547 31 42 20 26 537 20 11755 36 20 46 61 leaf_count=104 50 91 547 31 42 20 26 537 20 11755 36 20 46 61 internal_value=0 0.172161 -0.00219419 -0.000952446 0.123752 0.00543055 -0.00184619 -0.00141772 -0.00368929 -0.00445968 0.0444602 0.0551986 0.139231 -0.136346 internal_weight=0 195 13191 13080 93 62 12987 12961 12358 12292 603 567 66 111 internal_count=13386 195 13191 13080 93 62 12987 12961 12358 12292 603 567 66 111 cat_boundaries=0 3 7 11 14 cat_threshold=0 64 2097408 256 16384 65536 131104 67108865 2097152 21495808 41472 512 524288 1073872896 is_linear=0 shrinkage=0.01 Tree=284 num_leaves=8 num_cat=0 split_feature=10 0 7 4 3 8 8 split_gain=49595.6 22605.1 22991.4 51445.4 14975.8 8946.68 11564.9 threshold=279.07800000000003 344.25000000000006 355.00000000000006 333.3454000000001 293.85000000000008 263.93200000000007 172.87500000000003 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=-8.8200567249663964e-05 0.47487649657509545 0.28352321113858903 0.32971217882065545 -0.50822536134719853 -0.24043193340301514 0.19685767795728601 -0.1934622544627036 leaf_weight=13215 22 28 21 20 26 23 31 leaf_count=13215 22 28 21 20 26 23 31 internal_value=0 -0.000313402 -0.00090934 -0.00143079 -0.000668402 -0.000198596 -0.00054076 internal_weight=0 13364 13336 13315 13295 13269 13246 internal_count=13386 13364 13336 13315 13295 13269 13246 is_linear=0 shrinkage=0.01 Tree=285 num_leaves=9 num_cat=3 split_feature=25 10 4 25 24 0 8 2 split_gain=54973.1 37298.8 28590.9 21757.3 112708 17966.4 23671.3 25534.2 threshold=0 285.62500000000006 365.72000000000008 1 2 344.25000000000006 255.10500000000002 255.10500000000002 decision_type=9 2 2 9 1 2 2 2 left_child=-1 2 3 4 -2 6 7 -5 right_child=1 -3 -4 5 -6 -7 -8 -9 leaf_value=-0.2014988591002046 -0.14916631763458252 0.42994347953796386 -0.38003999328613286 -0.0041918193767836705 0.24692757453041517 0.29589355134963991 -0.32458140580550487 0.27864184111356738 leaf_weight=129 115 20 20 12738 164 20 23 32 leaf_count=129 115 20 20 12738 164 20 23 32 internal_value=0 -0.00157576 -0.00223517 -0.00165802 0.0841509 -0.00358936 -0.00406036 -0.00348307 internal_weight=0 13132 13112 13092 279 12813 12793 12770 internal_count=13261 13132 13112 13092 279 12813 12793 12770 cat_boundaries=0 4 8 9 cat_threshold=16384 0 524544 163840 0 16400 39845888 8224 906 is_linear=0 shrinkage=0.01 Tree=286 num_leaves=11 num_cat=2 split_feature=25 10 4 25 0 0 8 2 26 26 split_gain=53958.5 36556.4 28022.1 21341 20992.7 17608.9 23200.3 25026.1 5230.84 328.404 threshold=0 285.62500000000006 365.72000000000008 1 206.27675000000002 344.25000000000006 255.10500000000002 255.10500000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 left_child=8 2 3 4 9 6 7 -5 -1 -2 right_child=1 -3 -4 5 -6 -7 -8 -9 -10 -11 leaf_value=-0.14890782310116676 0.10014032955456496 0.42564406371116642 -0.37623959302902221 -0.0041499010908711978 -0.21771088100615005 0.29293463039398193 -0.32133559102597448 0.27585541859269141 -0.27636004291363614 0.12271561794281007 leaf_weight=62 133 20 20 12738 21 20 23 32 67 125 leaf_count=62 133 20 20 12738 21 20 23 32 67 125 internal_value=0 -0.00155926 -0.00221207 -0.00164069 0.0833432 -0.00355347 -0.00401976 -0.00344824 -0.199629 0.111078 internal_weight=0 13132 13112 13092 279 12813 12793 12770 129 258 internal_count=13261 13132 13112 13092 279 12813 12793 12770 129 258 cat_boundaries=0 4 8 cat_threshold=16384 0 524544 163840 0 16400 39845888 8224 is_linear=0 shrinkage=0.01 Tree=287 num_leaves=12 num_cat=4 split_feature=25 9 3 25 24 2 0 25 26 26 26 split_gain=52884.7 34122.7 25254.6 18159.1 96327.3 14795.2 19277.9 15362.5 5126.75 1073.35 395.706 threshold=0 285.62500000000006 293.85000000000008 1 2 255.10500000000002 333.3454000000001 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 1 2 2 9 2 2 2 left_child=8 2 3 4 10 6 7 -5 -1 -6 -2 right_child=1 -3 -4 5 9 -7 -8 -9 -10 -11 -12 leaf_value=-0.14741874498705712 0.28278979873657228 0.37517539252837501 -0.29700939901943868 -0.072244440206770719 -0.068881543517112731 0.21142029061913492 0.29886310191381549 -0.0025912975120100999 -0.27359644405877409 -0.1219101897984335 0.31895894503984296 leaf_weight=62 60 24 29 315 80 32 21 12437 67 73 61 leaf_count=62 60 24 29 315 80 32 21 12437 67 73 61 internal_value=0 -0.00154367 -0.0022346 -0.00158099 0.0775138 -0.00333139 -0.00387201 -0.00437056 -0.197633 -0.0884047 0.278045 internal_weight=0 13132 13108 13079 274 12805 12773 12752 129 153 121 internal_count=13261 13132 13108 13079 274 12805 12773 12752 129 153 121 cat_boundaries=0 4 8 9 12 cat_threshold=16384 0 524544 163840 0 16400 39845888 8224 117 67108864 524352 65536 is_linear=0 shrinkage=0.01 Tree=288 num_leaves=12 num_cat=4 split_feature=25 9 3 25 24 2 0 25 26 26 26 split_gain=51832 33443.8 24751.9 17798 94410.3 14500.8 18894.3 15066.5 5024.73 1051.99 387.832 threshold=0 285.62500000000006 293.85000000000008 1 2 255.10500000000002 333.3454000000001 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 1 2 2 9 2 2 2 left_child=8 2 3 4 10 6 7 -5 -1 -6 -2 right_child=1 -3 -4 5 9 -7 -8 -9 -10 -11 -12 leaf_value=-0.14594455742066906 0.27996188060442606 0.37142364124457039 -0.29403930960030389 -0.071544225375927417 -0.068192732274532319 0.20930609047412874 0.29587445418039959 -0.0025654053516517461 -0.27086047934062446 -0.12069108558027711 0.31576935596153383 leaf_weight=62 60 24 29 315 80 32 21 12437 67 73 61 leaf_count=62 60 24 29 315 80 32 21 12437 67 73 61 internal_value=0 -0.0015288 -0.00221282 -0.00156576 0.0767386 -0.00329866 -0.00383388 -0.00432744 -0.195656 -0.0875207 0.275264 internal_weight=0 13132 13108 13079 274 12805 12773 12752 129 153 121 internal_count=13261 13132 13108 13079 274 12805 12773 12752 129 153 121 cat_boundaries=0 4 8 9 12 cat_threshold=16384 0 524544 163840 0 16400 39845888 8224 117 67108864 524352 65536 is_linear=0 shrinkage=0.01 Tree=289 num_leaves=11 num_cat=3 split_feature=25 10 3 25 2 25 8 1 26 26 split_gain=50800.2 35375.1 32095.3 17846.7 19821.2 12782.4 12987.7 12406.9 4924.73 8.40813 threshold=0 285.62500000000006 333.3454000000001 1 255.10500000000002 2 172.87500000000003 153.43270000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 9 2 2 2 2 left_child=8 2 3 9 5 7 -7 -5 -1 -2 right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 leaf_value=-0.1444851129285751 0.096519350108533811 0.41872991466522214 -0.35315306223355808 -0.061430426979817238 0.23470348821367537 -0.00089450123341469081 -0.17704501117978777 0.19242734336853026 -0.26815187304767213 0.092418381565749039 leaf_weight=62 101 20 26 515 35 12274 42 20 67 99 leaf_count=62 101 20 26 515 35 12274 42 20 67 99 internal_value=0 -0.00151408 -0.00215624 -0.00145886 -0.00294576 -0.00359529 -0.001494 -0.0509874 -0.1937 0.0899899 internal_weight=0 13132 13112 13086 12886 12851 12316 535 129 200 internal_count=13261 13132 13112 13086 12886 12851 12316 535 129 200 cat_boundaries=0 4 7 10 cat_threshold=16384 0 524544 163840 0 16400 6291456 67108864 2621504 16842752 is_linear=0 shrinkage=0.01 Tree=290 num_leaves=20 num_cat=5 split_feature=25 4 25 2 26 6 4 7 0 25 5 25 25 26 7 4 26 4 6 split_gain=45506 81631.6 38000.7 35415.4 20209.8 13965.8 11075.4 20538.5 14903 15629.3 25694.4 9907.41 7937.1 18318.6 2251 1553.28 1176.82 193.706 178.119 threshold=0 18.645000000000003 1 199.12500000000003 2022.5000000000002 176.53925000000004 216.24000000000004 174.00000000000003 276.84975000000003 2 8.3918550000000014 3 4 2022.5000000000002 246.67500000000004 272.07425000000006 2022.5000000000002 255.10500000000002 279.07800000000003 decision_type=9 2 9 2 2 2 2 2 2 9 2 9 9 2 2 2 2 2 2 left_child=1 2 4 12 -1 6 7 8 9 10 -2 -11 13 -4 -9 -8 -14 -3 -7 right_child=5 17 3 -5 -6 18 15 14 -10 11 -12 -13 16 -15 -16 -17 -18 -19 -20 leaf_value=0.040529469130695731 0.02184057993598101 0.49765166412700307 0.10615503815398819 -0.27829160099937805 -0.19816311078528834 -0.14578635002627519 0.20912898706353228 -0.28227359164844862 -0.24449263739585878 -0.096764365223656723 0.20083929648344545 -0.0026517117689972398 0.10325529599801088 0.31792453629629952 -0.14483460573049692 0.096312441275669972 0.045145771219616847 0.54065176200866705 -0.18252033710479737 leaf_weight=69 1025 22 87 21 73 33 23 22 25 103 87 11342 78 77 26 26 63 20 22 leaf_count=69 1025 22 87 21 73 33 23 22 25 103 87 11342 78 77 26 26 63 20 22 internal_value=0 0.0939647 0.0579066 0.115386 -0.0767722 -0.00147343 -0.000784836 -0.00136699 -0.000579344 -9.37319e-05 0.0355255 -0.00358242 0.146275 0.193768 -0.207827 0.149267 0.0721728 0.518128 -0.16048 internal_weight=0 510 468 326 142 12734 12679 12630 12582 12557 1112 11445 305 164 48 49 141 42 55 internal_count=13244 510 468 326 142 12734 12679 12630 12582 12557 1112 11445 305 164 48 49 141 42 55 cat_boundaries=0 4 6 10 13 16 cat_threshold=0 16464 2183135488 2097152 0 64 769 2162688 1095106560 172576 16384 0 591872 0 16400 2097408 is_linear=0 shrinkage=0.01 Tree=291 num_leaves=18 num_cat=5 split_feature=25 4 25 2 6 4 0 25 5 5 3 25 25 10 4 4 6 split_gain=44601.2 80007.2 37244.5 34710.7 13687.8 10855.2 14512.1 10120 24494.6 28788.6 15322.8 8687.28 7779.15 3953.57 1522.37 189.851 174.574 threshold=0 18.645000000000003 1 199.12500000000003 176.53925000000004 216.24000000000004 276.84975000000003 2 8.3918550000000014 39.872500000000009 88.568025000000006 3 4 30.162700000000005 272.07425000000006 255.10500000000002 279.07800000000003 decision_type=9 2 9 2 2 2 2 9 2 2 2 9 9 2 2 2 2 left_child=1 2 -1 12 5 6 7 8 10 -10 -2 -9 -4 -13 -7 -3 -6 right_child=4 15 3 -5 16 14 -8 11 9 -11 -12 13 -14 -15 -16 -17 -18 leaf_value=-0.076004472845479065 0.020415182726648121 0.49267514922402122 0.19183057236945492 -0.27550868494170055 -0.14432848702777518 0.20703769455785337 -0.24204771003723147 -0.074823331764515708 0.4140783267862656 0.048747484643580558 -0.18120608696570764 -0.003390588494209805 0.071451099147859798 0.055801840191870407 0.095349319531367382 0.53524524307250976 -0.18069513472643767 leaf_weight=142 1125 22 164 21 33 23 25 160 34 59 39 11074 141 114 26 20 22 leaf_count=142 1125 22 164 21 33 23 25 160 34 59 39 11074 141 114 26 20 22 internal_value=0 0.0930251 0.0573275 0.114232 -0.00145947 -0.000777772 -0.0013541 -0.000876726 0.0259312 0.182309 0.0136598 -0.00386564 0.144812 -0.00278496 0.147774 0.512947 -0.158875 internal_weight=0 510 468 326 12734 12679 12630 12605 1257 93 1164 11348 305 11188 49 42 55 internal_count=13244 510 468 326 12734 12679 12630 12605 1257 93 1164 11348 305 11188 49 42 55 cat_boundaries=0 4 6 10 13 16 cat_threshold=0 16464 2183135488 2097152 0 64 777 2162688 1095106560 16949792 67125248 0 589824 0 16400 2097408 is_linear=0 shrinkage=0.01 Tree=292 num_leaves=8 num_cat=0 split_feature=4 7 0 7 13 13 6 split_gain=40135 16076.5 10648.2 9140.75 8460.83 21717.5 11015 threshold=344.25000000000006 284.98750000000007 365.72000000000008 206.27675000000002 201.75000000000003 92.932500000000019 117.39000000000001 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=0.0025010215830556341 0.38042795794350759 -0.22244383916258811 -0.21784983591599896 0.16608913575901707 -0.19403167074376884 0.33151542091369629 -0.10851068592071533 leaf_weight=12996 28 32 22 34 22 20 90 leaf_count=12996 28 32 22 34 22 20 90 internal_value=0 0.00142517 0.00196854 0.00233596 0.00191186 0.00224078 0.00173753 internal_weight=0 13216 13184 13162 13128 13106 13086 internal_count=13244 13216 13184 13162 13128 13106 13086 is_linear=0 shrinkage=0.01 Tree=293 num_leaves=12 num_cat=1 split_feature=4 7 0 24 7 8 5 8 13 2 3 split_gain=39336.4 15756.6 10436.3 9057.34 22434.5 13597.9 12039.1 64176.1 12241.5 9279.07 5692.8 threshold=344.25000000000006 284.98750000000007 365.72000000000008 0 206.27675000000002 157.13100000000003 25.505000000000003 21.624000000000002 24.080000000000002 238.08750000000003 203.96813100000003 decision_type=2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 5 6 9 8 -8 -5 10 -1 right_child=-2 -3 -4 4 -6 -7 7 -9 -10 -11 -12 leaf_value=-0.0080207593947015515 0.37662367309842792 -0.22021940454840661 -0.21567133946852252 0.0037180791806328208 0.33358393510182699 -0.25444195669630298 0.024262503189517854 0.62024848696589474 0.12496557088125319 -0.22516176623106002 -0.1732070505051386 leaf_weight=3199 28 32 22 9587 21 23 187 20 84 20 21 leaf_count=3199 28 32 22 9587 21 23 187 20 84 20 21 internal_value=0 0.00141092 0.00194886 0.0023126 0.00707333 -0.0121146 0.00638635 0.0818457 0.00477121 -0.0104318 -0.00909806 internal_weight=0 13216 13184 13162 9899 3263 9878 207 9671 3240 3220 internal_count=13244 13216 13184 13162 9899 3263 9878 207 9671 3240 3220 cat_boundaries=0 1 cat_threshold=2432 is_linear=0 shrinkage=0.01 Tree=294 num_leaves=14 num_cat=1 split_feature=4 4 0 7 24 5 8 0 8 9 13 2 4 split_gain=38694.4 110118 16991.4 15476.9 8376.24 14255.8 75619.4 29837.8 13359.2 11068.4 10741.8 9119.29 6464.32 threshold=272.07425000000006 374.81250000000006 365.72000000000008 284.98750000000007 0 25.505000000000003 22.198000000000004 12.195500000000001 157.13100000000003 162.18600000000004 27.816000000000006 238.08750000000003 93.825000000000017 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 8 9 7 -7 11 10 -6 12 -1 right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.0098353421595559331 0.75764849305152893 -0.23391262690226239 -0.28303870927719843 -0.21801721319556236 0.0047314340574384581 -0.020566324927135855 0.67310377132892618 0.35651589864244065 -0.25189753589422809 -0.17003057996431989 0.12818793117160529 -0.22291015014052393 0.17050824838876724 leaf_weight=3197 24 21 21 32 9568 167 20 24 23 36 71 20 20 leaf_count=3197 24 21 21 32 9568 167 20 24 23 36 71 20 20 internal_value=0 0.29492 0.00118409 0.00163702 0.0021717 0.00675369 0.0880753 0.0268157 -0.011708 0.00498714 0.0056408 -0.0100376 -0.00871415 internal_weight=0 45 13199 13178 13146 9886 211 191 3260 9675 9639 3237 3217 internal_count=13244 45 13199 13178 13146 9886 211 191 3260 9675 9639 3237 3217 cat_boundaries=0 1 cat_threshold=2432 is_linear=0 shrinkage=0.01 Tree=295 num_leaves=15 num_cat=8 split_feature=8 25 24 26 6 3 25 24 24 25 25 25 26 26 split_gain=62127.9 52475.3 201961 80130.5 38156.1 27451.9 26348.3 18607.6 11460.7 49698.6 21226.5 10108.8 1889.45 65.6543 threshold=312.55000000000013 0 1 2022.5000000000002 297.60100000000006 344.25000000000006 2 3 4 5 6 7 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 9 1 1 9 9 9 2 2 left_child=1 2 3 -1 5 6 7 13 9 -8 -10 -9 -4 -3 right_child=-2 4 12 -5 -6 -7 8 11 10 -11 -12 -13 -14 -15 leaf_value=0.19621816352922089 0.54478739965529666 0.043819138473934593 -0.13134210459887982 0.75229670888727362 0.42379944074721565 0.35846254893711638 0.10331011399626733 -0.042245743500925331 -0.074249351189341603 0.00030872041892905525 -0.0044138860967249081 -0.17003946561562386 -0.21834729754007778 0.028076191590382504 leaf_weight=49 21 54 48 55 21 21 510 127 455 4736 6869 180 52 52 leaf_count=49 21 54 48 55 21 21 510 127 455 4736 6869 180 52 52 internal_value=0 0.000437557 0.155759 0.44729 -0.00211309 -0.00280251 -0.00338686 -0.0810141 -0.000771274 0.0104997 -0.00884771 -0.120174 -0.160532 0.0329844 internal_weight=0 13229 204 104 13025 13004 12983 413 12570 5246 7324 307 100 106 internal_count=13250 13229 204 104 13025 13004 12983 413 12570 5246 7324 307 100 106 cat_boundaries=0 4 5 9 10 11 15 19 22 cat_threshold=0 16384 18874624 32 573 16384 2097216 917504 32768 19 3141 67109641 65552 3258976256 512 67109632 16 1077936128 139776 0 2097152 262144 is_linear=0 shrinkage=0.01 Tree=296 num_leaves=12 num_cat=3 split_feature=8 25 24 26 6 25 0 7 10 26 26 split_gain=60891.9 51432 197942 78535.9 37397.1 16810.1 16078 14163 11162.6 1851.85 4.5033 threshold=312.55000000000013 0 1 2022.5000000000002 297.60100000000006 2 344.25000000000006 211.12500000000003 223.50400000000005 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 9 2 2 2 2 2 left_child=1 2 3 -1 5 10 7 8 -7 -4 -3 right_child=-2 4 9 -5 -6 6 -8 -9 -10 -11 -12 leaf_value=0.19425599964297546 0.53933949061802455 -0.10777613467948381 -0.13002868406474591 0.74477376287633723 0.41956144923255556 -0.0020554478206158467 0.26271055180093517 0.18364151256840405 -0.19204478223477639 -0.21616382855635422 -0.10446905395652674 leaf_weight=49 21 86 48 55 21 12744 23 41 31 52 79 leaf_count=49 21 86 48 55 21 12744 23 41 31 52 79 internal_value=0 0.000431765 0.154202 0.442817 -0.00209339 -0.00277593 -0.00144574 -0.00192094 -0.00251648 -0.158926 -0.100125 internal_weight=0 13229 204 104 13025 13004 12839 12816 12775 100 165 internal_count=13250 13229 204 104 13025 13004 12839 12816 12775 100 165 cat_boundaries=0 4 5 9 cat_threshold=0 16384 18874624 32 573 0 2097152 524288 32768 is_linear=0 shrinkage=0.01 Tree=297 num_leaves=14 num_cat=1 split_feature=8 13 1 3 1 24 0 20 1 3 3 13 3 split_gain=59680.1 18115.8 13621.1 13122.4 12814.2 9546.32 17050.2 15945.7 4552.88 4028.99 4495.81 1128.85 693.704 threshold=312.55000000000013 92.932500000000019 272.07425000000006 177.71725000000004 220.33000000000001 0 200.13000000000002 42.305000000000007 376.61250000000007 219.40000000000003 344.25000000000006 229.52500000000003 255.10500000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -4 -5 12 -3 -11 right_child=-2 11 8 9 -6 6 -8 -9 -10 10 -12 -13 -14 leaf_value=0.0082059258231763476 0.53394609723772324 0.25193923299962823 -0.26390573396682743 0.23207974096139272 0.24065270683982157 -0.0068571802482505053 -0.18684462026605064 0.28430046898978101 -0.061480541020631795 -0.023699963808059693 0.19285356811855148 0.15174351122068322 0.057673987475308504 leaf_weight=5385 21 22 25 24 22 7569 53 21 20 20 23 23 22 leaf_count=5385 21 22 25 24 22 7569 53 21 20 20 23 23 22 internal_value=0 0.000427447 -0.000256224 0.000338625 -0.000486681 -0.000893886 -0.00809811 0.0092613 -0.173939 0.121353 0.0804686 0.200728 0.0189245 internal_weight=0 13229 13184 13139 13050 13028 7622 5406 45 89 65 45 42 internal_count=13250 13229 13184 13139 13050 13028 7622 5406 45 89 65 45 42 cat_boundaries=0 1 cat_threshold=1633 is_linear=0 shrinkage=0.01 Tree=298 num_leaves=15 num_cat=4 split_feature=4 25 24 26 10 6 25 24 7 7 11 26 26 26 split_gain=51074.4 46996.2 198809 76492.7 28895.5 25036.1 20084.6 22953.6 14110.7 23506.5 10693.1 3753.91 2631.98 1795.86 threshold=293.85000000000008 0 1 2022.5000000000002 259.57500000000005 297.60100000000006 2 3 198.34750000000003 255.10500000000002 105.63077000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 12 10 -10 -8 -9 -3 -4 right_child=-2 4 13 -5 -6 -7 8 11 9 -11 -12 -13 -14 -15 leaf_value=0.19615215634813116 0.40668661855882215 0.087980749692235669 -0.13270778710643449 0.74182683353070855 -0.37275546187446235 0.35202177953720099 -0.00012893670293430168 -0.10799948759950125 0.43048144364356994 -0.048546665055411199 -0.15124592930078506 -0.19471659996857246 -0.011320287152832629 -0.21677338149812486 leaf_weight=49 31 56 48 54 21 20 12578 104 20 21 47 96 51 54 leaf_count=49 31 56 48 54 21 20 12578 104 20 21 47 96 51 54 internal_value=0 0.000309525 0.146951 0.439558 -0.0021117 -0.00151427 -0.0020593 -0.0806787 -8.99476e-05 0.185126 -0.000691511 -0.142499 0.037176 -0.161391 internal_weight=0 13219 205 103 13014 12993 12973 307 12666 41 12625 200 107 102 internal_count=13250 13219 205 103 13014 12993 12973 307 12666 41 12625 200 107 102 cat_boundaries=0 4 5 9 10 cat_threshold=0 16384 18874624 32 825 16384 64 917504 32768 51 is_linear=0 shrinkage=0.01 Tree=299 num_leaves=15 num_cat=8 split_feature=8 25 24 26 6 3 25 24 24 25 25 25 26 26 split_gain=58245.2 49425 191300 75735.6 36103 26621.9 25268.4 17979.4 11178.1 48669.5 20822.8 9887.67 1818.41 59.5017 threshold=312.55000000000013 0 1 2022.5000000000002 297.60100000000006 344.25000000000006 2 3 4 5 6 7 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 9 1 1 9 9 9 2 2 left_child=1 2 3 -1 5 6 7 13 9 -8 -10 -9 -4 -3 right_child=-2 4 12 -5 -6 -7 8 11 10 -11 -12 -13 -14 -15 leaf_value=0.19079716234791036 0.52747827984037854 0.043130205825523092 -0.12791653918723264 0.7314111289978027 0.41223232541765487 0.35302789551871167 0.10222793776943133 -0.040920998432340414 -0.07350053202849563 0.00029850058234743166 -0.0043325366636326338 -0.16706554784272848 -0.21327048806043769 0.028143050578924328 leaf_weight=49 21 54 48 55 21 21 510 127 455 4736 6869 180 52 52 leaf_count=49 21 54 48 55 21 21 510 127 455 4736 6869 180 52 52 internal_value=0 0.000412341 0.151152 0.434883 -0.00206304 -0.00273367 -0.00330911 -0.079329 -0.000747699 0.0103834 -0.00872393 -0.117819 -0.156637 0.0326937 internal_weight=0 13229 204 104 13025 13004 12983 413 12570 5246 7324 307 100 106 internal_count=13250 13229 204 104 13025 13004 12983 413 12570 5246 7324 307 100 106 cat_boundaries=0 4 5 9 10 11 15 19 22 cat_threshold=0 16384 18874624 32 573 16384 2097216 917504 32768 19 3141 67109641 65552 3258976256 512 67109632 16 1077936128 139776 0 2097152 262144 is_linear=0 shrinkage=0.01 Tree=300 num_leaves=16 num_cat=2 split_feature=25 10 25 11 6 11 1 1 9 3 0 20 6 11 26 split_gain=18283.7 35863 17494.8 24024.3 18642.8 13304.1 11442 8853.22 12312.5 17067 8183.84 5143.23 4758.81 1885.81 140.217 threshold=0 279.07800000000003 1 39.605212500000015 2.8373970000000006 14.436750000000002 32.925000000000004 157.57350000000002 183.80721500000004 177.71725000000004 15.580500000000002 45.740500000000004 228.56250000000003 206.70431000000005 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 4 5 6 -2 8 9 11 12 -4 -6 -5 -1 right_child=1 -3 7 13 10 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.088294486055771504 0.053546001598215986 0.42505879759788512 -0.0038622339999276152 -0.12851691940556401 -0.0022061272043930858 0.30579341804981236 -0.063661956840686582 0.15357247743794383 -0.25139421671628953 0.28176078887212846 -0.26377375245094298 0.15664045345783234 -0.15675971613989936 -0.25657295527665513 -0.10509306213230764 leaf_weight=96 1298 20 11440 23 76 20 89 36 20 21 20 20 27 23 103 leaf_count=96 1298 20 11440 23 76 20 89 36 20 21 20 20 27 23 103 internal_value=0 0.00192404 0.00128014 0.0324212 0.0393967 0.0497176 0.0460251 -0.00299935 -0.00349205 -0.0030602 -0.0786638 -0.00358212 -0.0427202 -0.192545 -0.0923486 internal_weight=0 13133 13113 1576 1530 1407 1387 11537 11501 11481 123 11460 103 46 199 internal_count=13332 13133 13113 1576 1530 1407 1387 11537 11501 11481 123 11460 103 46 199 cat_boundaries=0 3 7 cat_threshold=0 2097152 6291712 201343744 114832 1108298752 172064 is_linear=0 shrinkage=0.01 Tree=301 num_leaves=14 num_cat=4 split_feature=5 25 6 25 24 8 0 5 14 2 9 24 6 split_gain=31040.4 24182.8 22601.7 23468.6 44097.1 25595.5 30560.6 16628.1 15839.8 11264.3 9278.14 5601.61 76.026 threshold=279.07800000000003 0 230.65000000000003 1 2 2.1690000000000005 176.53925000000004 38.528000000000006 170.05500000000004 207.80256000000003 176.53925000000004 3 279.07800000000003 decision_type=2 9 2 9 1 2 2 2 2 2 2 1 2 left_child=1 -1 3 4 5 6 -3 9 10 -6 11 -5 -4 right_child=-2 2 12 8 7 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.12219560501738365 0.28215000103681515 0.12478051144007239 -0.20872164249420166 0.0062231793919802179 -0.041517112877418709 -0.16257316819552717 0.51642203966776523 0.23419995975494384 0.27938242912292482 0.20124799203872681 -0.17232439428567886 -0.0075527554315238908 -0.23477549930413563 leaf_weight=151 39 389 21 5046 431 29 21 25 20 20 32 7084 24 leaf_count=151 39 389 21 5046 431 29 21 25 20 20 32 7084 24 internal_value=0 -0.000381923 0.00110984 0.00187939 0.0504389 0.121759 0.14484 -0.0164895 -0.00180787 -0.0307515 -0.00227177 -0.00182315 -0.222617 internal_weight=0 13293 13142 13097 915 439 410 476 12182 451 12162 12130 45 internal_count=13332 13293 13142 13097 915 439 410 476 12182 451 12162 12130 45 cat_boundaries=0 3 7 8 9 cat_threshold=0 64 256 67126016 81936 34209792 40992 3298 1077 is_linear=0 shrinkage=0.01 Tree=302 num_leaves=10 num_cat=0 split_feature=5 4 6 1 11 0 0 11 6 split_gain=30422.9 27872.6 16946.5 24413 11642.1 11885.4 10210.5 2137.94 1453.8 threshold=279.07800000000003 365.72000000000008 230.65000000000003 339.56250000000006 184.96521500000003 365.72000000000008 176.53925000000004 246.67500000000004 297.60100000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -4 right_child=-2 -3 8 -5 7 -7 -8 -9 -10 leaf_value=0.001734107585384952 0.27932851155598959 -0.36440774054754349 -0.23066373401674731 -0.32462864849878392 -0.23729930514097214 -0.23024224411357533 0.12198042898110942 -0.097307208230098099 -0.11983915948867799 leaf_weight=13063 39 21 29 23 20 22 71 24 20 leaf_count=13063 39 21 29 23 20 22 71 24 20 internal_value=0 -0.000379033 0.000196962 0.00088483 0.00145201 0.00199513 0.00238414 -0.16094 -0.185429 internal_weight=0 13293 13272 13223 13200 13156 13134 44 49 internal_count=13332 13293 13272 13223 13200 13156 13134 44 49 is_linear=0 shrinkage=0.01 Tree=303 num_leaves=17 num_cat=6 split_feature=25 10 25 24 11 7 25 6 1 9 2 2 24 4 25 26 split_gain=17816.7 34928.8 16912.6 35123.8 22643.5 14404.4 20389.3 9749.42 8720.51 11934 7362.89 8043.46 5289.13 18637.3 11279.8 135.236 threshold=0 279.07800000000003 1 2 42.305000000000007 151.80020000000005 3 114.42500000000001 157.57350000000002 183.80721500000004 238.08750000000003 36.127320000000005 4 29.353500000000004 5 2022.5000000000002 decision_type=9 2 9 1 2 2 9 2 2 2 2 2 1 2 9 2 left_child=15 2 3 7 5 6 -5 10 9 12 11 -2 13 -4 -14 -1 right_child=1 -3 8 4 -6 -7 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 leaf_value=-0.087212334573268893 -0.013057153766990728 0.41947823309898374 0.0019340083547960297 0.037893922199787933 -0.18028818975476657 0.34803140258789067 0.14157150543291852 -0.21716388292312622 0.15244153788520229 -0.24750325143337251 0.16828061467125302 -0.16509011819555952 -0.070723930667428409 0.18058478654441187 -0.0065634789148914068 -0.10370986151463778 leaf_weight=96 585 20 5691 553 34 20 301 25 36 20 21 37 279 59 5452 103 leaf_count=96 585 20 5691 553 34 20 301 25 36 20 21 37 279 59 5452 103 internal_value=0 0.00189084 0.00125537 0.0318738 0.0721066 0.0827502 0.0765375 -0.0230708 -0.0029523 -0.00344127 -0.0158832 -0.0221009 -0.00301611 0.00376058 -0.00980473 -0.0911699 internal_weight=0 13133 13113 1576 908 874 854 668 11537 11501 643 622 11481 5750 5731 199 internal_count=13332 13133 13113 1576 908 874 854 668 11537 11501 643 622 11481 5750 5731 199 cat_boundaries=0 3 7 8 11 12 16 cat_threshold=0 2097152 6291712 201343744 114832 1108298752 172064 908 134218496 32768 590848 1559 1 64 2164260864 512 is_linear=0 shrinkage=0.01 Tree=304 num_leaves=21 num_cat=5 split_feature=5 4 25 24 25 0 6 25 0 25 4 26 10 1 7 3 26 3 26 0 split_gain=29677.8 27312.2 17955.5 32352.1 26959.4 29131.2 17294.3 15828.2 16538.9 9040.58 14077.3 8477.72 7756.95 6865.57 6748.59 4972 4236.36 3788.85 2631.6 338.041 threshold=279.07800000000003 365.72000000000008 0 1 2 176.53925000000004 2.8373970000000006 3 157.57350000000002 4 27.015000000000004 2022.5000000000002 30.162700000000005 38.841000000000015 198.34750000000003 24.466600000000003 2022.5000000000002 2.1320000000000001 2022.5000000000002 228.56250000000003 decision_type=2 2 9 1 9 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 5 6 -5 11 12 10 13 -4 14 -1 -9 18 -6 -14 -11 -10 right_child=-2 -3 7 4 16 -7 -8 8 19 15 -12 -13 17 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.0017265804427293327 0.27588402870373846 -0.36072791689918154 -0.033692573782515854 0.040710100462738902 0.22829524079521935 0.32157921845572335 -0.13216894246283031 -0.0031297619471193135 -0.22651673674583436 -0.058856947357004342 0.2503551868958907 -0.18507597745259602 0.052292823022117421 -0.191085902094841 0.14961229455882105 0.071687479257583619 0.13422211791914287 0.20030730871927169 -0.12867812749349847 -0.17085065881411235 leaf_weight=241 39 21 73 710 91 35 63 11413 20 110 22 75 98 20 29 20 101 21 106 24 leaf_count=241 39 21 73 710 91 35 63 11413 20 110 22 75 98 20 29 20 101 21 106 24 internal_value=0 -0.000376924 0.000193252 0.0324303 0.065509 0.0389154 0.0266203 -0.00399737 -0.00264148 -0.0313387 0.00717475 -0.103419 -0.00190728 -0.0130483 -0.00274263 -0.0759366 0.169957 0.078413 -0.093121 -0.196153 internal_weight=0 13293 13272 1519 1000 808 773 11753 11605 519 283 148 11561 261 11442 236 192 119 216 44 internal_count=13332 13293 13272 1519 1000 808 773 11753 11605 519 283 148 11561 261 11442 236 192 119 216 44 cat_boundaries=0 4 5 8 11 13 cat_threshold=201343744 114832 34556928 172064 780 134218496 98448 345088 0 64 256 134218496 32768 is_linear=0 shrinkage=0.01 Tree=305 num_leaves=9 num_cat=0 split_feature=4 10 0 0 6 0 11 0 split_gain=62039.9 18685.5 19607.1 19070.2 13124.3 15109.9 11900.7 392.997 threshold=293.85000000000008 267.95700000000005 344.25000000000006 220.33000000000001 297.60100000000006 181.87500000000003 151.37020000000004 269.79925000000003 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 leaf_value=0.0025679437292514722 0.44299287289381029 -0.29590715919222155 0.2943417271323826 -0.16816144067507524 0.25882036161422728 0.25854425513226054 -0.16033397675885094 -0.22490831172984579 leaf_weight=13062 32 21 23 26 20 23 45 23 leaf_count=13062 32 21 23 26 20 23 45 23 internal_value=0 0.00214914 0.00262253 0.0021142 0.00284794 0.00245803 0.00200866 -0.194798 internal_weight=0 13243 13222 13199 13150 13130 13107 49 internal_count=13275 13243 13222 13199 13150 13130 13107 49 is_linear=0 shrinkage=0.01 Tree=306 num_leaves=17 num_cat=4 split_feature=25 24 26 1 1 26 1 25 24 1 2 26 9 1 2 3 split_gain=70496.8 189926 22607.6 15453.3 25113.3 14054.2 13011.3 10257.3 17157.7 27349.8 10610.9 9468.18 9075.47 7623.22 8510.81 6380.08 threshold=0 1 2022.5000000000002 272.07425000000006 148.98750000000004 2022.5000000000002 195.14400000000003 2 3 21.947000000000003 233.80500000000004 2022.5000000000002 162.18600000000004 15.580500000000002 27.015000000000004 177.71725000000004 decision_type=9 1 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 -1 4 7 -3 -6 8 13 11 12 -10 15 14 -2 -9 right_child=3 5 -4 -5 6 -7 -8 10 9 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.34378410348025235 -0.011858356905057335 0.028316696643829346 0.62336670711392261 -0.21011742735760552 0.41436218500137328 -0.15582973313886067 0.099248400361914388 -0.0023492425505153079 0.013984986344973247 0.43284076473929667 -0.20856499729156494 0.12791664359003416 -0.165486062118674 -0.20030788588523865 0.20071865916252138 0.10973393533744064 leaf_weight=55 323 80 61 35 20 86 38 12112 156 22 25 137 34 20 20 51 leaf_count=55 323 80 61 35 20 86 38 12112 156 22 25 137 34 20 20 51 internal_value=0 0.156841 0.451853 -0.000275857 0.000290719 -0.0632728 0.207908 -0.000642755 0.0369283 0.0899346 -0.00275493 0.0672568 -0.00233534 -0.0102467 0.000536804 -0.00187927 internal_weight=0 282 116 12993 12958 166 58 12900 678 315 12222 293 12197 363 343 12163 internal_count=13275 282 116 12993 12958 166 58 12900 678 315 12222 293 12197 363 343 12163 cat_boundaries=0 4 5 9 10 cat_threshold=0 16448 1075839232 32800 2602 67125760 32768 720896 16777216 821 is_linear=0 shrinkage=0.01 Tree=307 num_leaves=16 num_cat=3 split_feature=25 4 25 1 1 26 1 25 0 6 2 4 2 4 26 split_gain=69093.9 164423 52750.6 15145.8 24613.6 14748.9 12752.4 10053.2 25390 16965.1 18264 11120.8 11359.4 14124.3 5634.67 threshold=0 29.353500000000004 1 272.07425000000006 148.98750000000004 2022.5000000000002 195.14400000000003 2 176.53925000000004 42.110000000000007 67.575000000000003 255.10500000000002 233.80500000000004 149.69580000000005 2022.5000000000002 decision_type=9 2 9 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 5 4 7 -1 -6 8 9 10 -2 12 13 -9 -4 right_child=3 -3 14 -5 6 -7 -8 11 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.048211404576021077 0.0050426997554184182 1.0347411518096923 0.17579948552193181 -0.20801625156189715 0.41021855449676514 -0.16329474613070488 0.098255925554978224 -0.0024735368920510248 0.37938440845126198 0.31293884682655337 0.25390019362972632 -0.22241179901620617 -0.21965826888879139 0.19589642335971197 0.30761172953773946 leaf_weight=68 606 20 62 35 20 64 38 12139 21 20 31 23 24 36 68 leaf_count=68 606 20 62 35 20 64 38 12139 21 20 31 23 24 36 68 internal_value=0 0.155272 0.0940637 -0.000273099 0.000287812 -0.0505105 0.205829 -0.000636328 0.0365591 0.0261576 0.0171535 -0.00272738 -0.00231542 -0.00188698 0.227265 internal_weight=0 282 262 12993 12958 132 58 12900 678 657 637 12222 12199 12175 130 internal_count=13275 282 262 12993 12958 132 58 12900 678 657 637 12222 12199 12175 130 cat_boundaries=0 4 6 10 cat_threshold=0 16448 1075839232 32800 0 64 67125760 32768 720896 16777216 is_linear=0 shrinkage=0.01 Tree=308 num_leaves=12 num_cat=3 split_feature=25 24 26 1 1 26 1 20 8 8 25 split_gain=67718.9 186238 22107 14844.4 24123.8 13826.9 12498.6 9896 9437.3 8443.22 8604.28 threshold=0 1 2022.5000000000002 272.07425000000006 148.98750000000004 2022.5000000000002 195.14400000000003 42.305000000000007 263.93200000000007 181.87500000000003 2 decision_type=9 1 2 2 2 2 2 2 2 2 9 left_child=1 2 -1 4 7 -3 -6 8 9 10 -2 right_child=3 5 -4 -5 6 -7 -8 -9 -10 -11 -12 leaf_value=0.3388790838935159 0.015834361041393161 0.026623270824551581 0.61534888384772135 -0.20593609112501146 0.40611637282371521 -0.15602775168973346 0.097273359926123376 0.18716287639524257 0.19707456588745118 -0.16897446835041044 -0.004992635521942514 leaf_weight=55 2442 80 61 35 20 86 38 28 24 30 10376 leaf_count=55 2442 80 61 35 20 86 38 28 24 30 10376 internal_value=0 0.15372 0.44583 -0.000270368 0.000284934 -0.0641393 0.203771 -0.000629965 -0.00103846 -0.00140854 -0.00101636 internal_weight=0 282 116 12993 12958 166 58 12900 12872 12848 12818 internal_count=13275 282 116 12993 12958 166 58 12900 12872 12848 12818 cat_boundaries=0 4 5 9 cat_threshold=0 16448 1075839232 32800 2602 71321089 625288 2718897152 16785408 is_linear=0 shrinkage=0.01 Tree=309 num_leaves=20 num_cat=4 split_feature=25 24 26 26 25 0 5 24 2 4 4 2 0 16 4 5 2 3 26 split_gain=66371.3 182532 21667.1 13551.7 11881.9 36331.9 22005.9 23295.1 26361.1 15211.5 20075.1 10820.7 10832.1 9589.24 7056.56 6399.38 6306.36 4159.46 2616.09 threshold=0 1 2022.5000000000002 2022.5000000000002 2 176.53925000000004 38.528000000000006 3 5.3227500000000001 255.10500000000002 149.69580000000005 199.12500000000003 217.36500000000004 118.09000000000002 30.473500000000005 181.87500000000003 67.575000000000003 2.2169500000000002 2022.5000000000002 decision_type=9 1 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 6 7 8 17 10 11 12 13 -6 16 -8 -9 -2 -14 right_child=4 3 -4 -5 9 -7 15 14 -10 -11 -12 -13 18 -15 -16 -17 -18 -19 -20 leaf_value=0.33549027642336759 0.060050968823609531 0.026357042625546456 0.60919540538162475 -0.15446748034898625 -0.0021692865818651527 0.37335692113445651 0.36147474050521849 -0.040767766787455632 0.40117785661116889 -0.27159852686382474 0.24408329241203539 -0.17137903382903652 -0.074518059194087979 0.21170583123252507 -0.1954008936882019 0.12027735493399881 0.14198229196760803 -0.086056871868315205 -0.22937542895476026 leaf_weight=55 270 80 61 86 12061 31 22 338 23 21 33 38 20 21 28 22 20 21 24 leaf_count=55 270 80 61 86 12061 31 22 338 23 21 33 38 20 21 28 22 20 21 24 internal_value=0 0.152182 0.441372 -0.063498 -0.000267581 0.0374461 0.0239531 0.010318 0.0729434 -0.00268846 -0.00222768 -0.0028959 -0.00236791 -0.00179755 -0.0414421 0.240876 -0.0305583 0.0495071 -0.158986 internal_weight=0 282 116 166 12993 775 744 700 314 12218 12197 12164 12126 12082 386 44 358 291 44 internal_count=13275 282 116 166 12993 775 744 700 314 12218 12197 12164 12126 12082 386 44 358 291 44 cat_boundaries=0 4 5 9 10 cat_threshold=0 16448 1075839232 32800 2602 17152 32768 2147680256 16777728 1123 is_linear=0 shrinkage=0.01 Tree=310 num_leaves=9 num_cat=2 split_feature=10 4 4 3 25 6 25 26 split_gain=80480.1 38333.9 44016.2 24260.8 18343.2 26077.1 10424.5 664.187 threshold=273.29900000000004 365.72000000000008 272.07425000000006 272.07425000000006 0 297.60100000000006 1 2022.5000000000002 decision_type=2 2 2 2 9 2 9 2 left_child=1 2 3 4 7 6 -6 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 leaf_value=0.14348693790720471 0.61750541845957441 -0.40134047309557597 0.44560151360251687 -0.26499778284345354 -0.069304583257016467 0.34141862869262696 -0.001950709276586674 0.098071163700472933 leaf_weight=67 21 24 22 35 224 22 12894 62 leaf_count=67 21 24 22 35 224 22 12894 62 internal_value=0 -0.00204403 -0.0013249 -0.00206396 -0.00137041 -0.00257627 -0.00315515 0.112907 internal_weight=0 13350 13326 13304 13269 13140 13118 129 internal_count=13371 13350 13326 13304 13269 13140 13118 129 cat_boundaries=0 4 7 cat_threshold=0 16384 6815744 32768 67108864 64 256 is_linear=0 shrinkage=0.01 Tree=311 num_leaves=10 num_cat=2 split_feature=10 3 6 8 25 26 25 5 26 split_gain=78878.7 16626.3 14828.7 19077.2 20373.8 24196.5 10376.8 12041.7 4662.13 threshold=273.29900000000004 365.72000000000008 297.60100000000006 284.98750000000007 0 2022.5000000000002 1 228.56250000000003 2022.5000000000002 decision_type=2 2 2 2 9 2 9 2 2 left_child=1 2 3 4 5 -1 8 -8 -6 right_child=-2 -3 -4 -5 6 -7 7 -9 -10 leaf_value=0.26954109641813462 0.61133038588932587 -0.27670498414473105 0.237012850688054 0.29219301657243207 -0.038348076752253941 -0.018591266848824242 -0.0022061220755846818 -0.15769309301376341 -0.15643604046083057 leaf_weight=62 21 22 26 22 70 55 12979 50 64 leaf_count=62 21 22 26 22 70 55 12979 50 64 internal_value=0 -0.00202413 -0.00157072 -0.00203706 -0.00252448 0.123536 -0.00373599 -0.00280067 -0.0881686 internal_weight=0 13350 13328 13302 13280 117 13163 13029 134 internal_count=13371 13350 13328 13302 13280 117 13163 13029 134 cat_boundaries=0 4 7 cat_threshold=256 16384 524288 163840 67108864 0 1073742080 is_linear=0 shrinkage=0.01 Tree=312 num_leaves=9 num_cat=0 split_feature=10 4 4 3 6 11 1 11 split_gain=77309 37556.8 43181.6 23467.7 14507.5 16208.9 9932.45 1070.12 threshold=273.29900000000004 365.72000000000008 272.07425000000006 272.07425000000006 297.60100000000006 176.53925000000004 339.56250000000006 239.51250000000002 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=-0.00082621247792915133 0.60521708760942727 -0.39723226388295496 0.44137684475291855 -0.26062462316240587 0.23464273379399228 -0.25452565890550616 -0.20444493178278209 -0.15107923707365989 leaf_weight=13179 21 24 22 35 26 20 24 20 leaf_count=13179 21 24 22 35 26 20 24 20 internal_value=0 -0.00200389 -0.00129208 -0.0020241 -0.00134198 -0.00180529 -0.00119634 -0.202802 internal_weight=0 13350 13326 13304 13269 13243 13203 40 internal_count=13371 13350 13326 13304 13269 13243 13203 40 is_linear=0 shrinkage=0.01 Tree=313 num_leaves=10 num_cat=3 split_feature=8 6 1 25 26 3 25 24 20 split_gain=49660.5 27449.8 15877.3 15813.6 25551 13506.6 10593.5 28308.5 8830.19 threshold=341.27040000000005 297.60100000000006 339.56250000000006 0 2022.5000000000002 333.3454000000001 1 2 42.305000000000007 decision_type=2 2 2 9 2 2 9 1 2 left_child=1 2 3 4 -1 6 7 -5 -8 right_child=-2 -3 -4 5 -6 -7 8 -9 -10 leaf_value=0.25783241395027406 0.49688690567016602 0.316742604220355 -0.24930600424655358 0.060676993297991054 -0.0354891019955016 0.23909446177275284 -0.0024887386571321064 -0.14392690770927519 0.18563202342987062 leaf_weight=62 20 27 26 106 57 23 12861 164 25 leaf_count=62 20 27 26 106 57 23 12861 164 25 internal_value=0 -0.00178561 -0.00243108 -0.00194839 0.108238 -0.00302316 -0.00344874 -0.0643027 -0.00212212 internal_weight=0 13351 13324 13298 119 13179 13156 270 12886 internal_count=13371 13351 13324 13298 119 13179 13156 270 12886 cat_boundaries=0 4 7 8 cat_threshold=256 16384 524288 163840 67108864 64 1073742080 3346 is_linear=0 shrinkage=0.01 Tree=314 num_leaves=11 num_cat=0 split_feature=10 3 6 8 11 3 7 3 11 11 split_gain=75643.6 16308.7 13850.9 18247.3 12674.4 12911.8 11336 7998.82 1248.47 2433.51 threshold=273.29900000000004 365.72000000000008 297.60100000000006 284.98750000000007 92.932500000000019 105.004 284.98750000000007 189.44922000000003 176.53925000000004 239.51250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -6 -10 right_child=-2 -3 -4 -5 8 7 -8 -9 9 -11 leaf_value=-0.002263546772500648 0.59867147808983212 -0.27401754075830637 0.22905958964274478 0.28578371741554953 -0.082430428600311287 0.21597739412671044 -0.2405209698677063 0.036651950586037561 -0.25197059649229053 -0.10114607829114665 leaf_weight=13089 21 22 26 22 25 42 20 61 20 23 leaf_count=13089 21 22 26 22 25 42 20 61 20 23 internal_value=0 -0.00197328 -0.00152423 -0.00197493 -0.00245163 -0.00175077 -0.00262705 0.109775 -0.138625 -0.171297 internal_weight=0 13350 13328 13302 13280 13212 13109 103 68 43 internal_count=13371 13350 13328 13302 13280 13212 13109 103 68 43 is_linear=0 shrinkage=0.01 Tree=315 num_leaves=9 num_cat=3 split_feature=4 4 25 25 24 14 10 9 split_gain=44002.6 78780.2 31406.2 29196.7 35790.3 9636.68 36359.4 10207.9 threshold=365.72000000000008 272.07425000000006 0 1 2 182.65800000000004 255.10500000000002 143.75500000000002 decision_type=2 2 9 9 1 2 2 2 left_child=1 2 -1 4 -4 6 7 -5 right_child=-2 -3 3 5 -6 -7 -8 -9 leaf_value=0.16347513723791693 -0.4702550611495972 0.62629582309722898 -0.22658324782174963 -5.4517365539013148e-05 -0.0038108508618405236 0.21310706422442482 -0.42732936048507691 -0.14181337368838928 leaf_weight=104 20 20 121 12745 172 21 20 51 leaf_count=104 20 20 121 12745 172 21 20 51 internal_value=0 -0.000845974 -0.00179375 -0.00322486 -0.100251 -0.000933965 -0.00128542 -0.000619514 internal_weight=0 13254 13234 13130 293 12837 12816 12796 internal_count=13274 13254 13234 13130 293 12837 12816 12796 cat_boundaries=0 4 8 9 cat_threshold=16384 0 524544 2097152 67108864 16448 2097152 32 709 is_linear=0 shrinkage=0.01 Tree=316 num_leaves=14 num_cat=3 split_feature=25 26 14 10 25 8 3 7 7 25 10 3 0 split_gain=29609.7 103871 27040.3 29984.4 25255.3 29004 17849.9 9970.01 14439.5 9296.1 8742.99 7412.67 6921.8 threshold=0 2022.5000000000002 182.65800000000004 273.29900000000004 1 22.198000000000004 29.353500000000004 162.18600000000004 239.51250000000002 2 35.937820000000009 99.322500000000019 13.704000000000002 decision_type=9 2 2 2 9 2 2 2 2 9 2 2 2 left_child=1 -1 3 4 5 6 12 9 -9 10 -6 -11 -2 right_child=2 -3 -4 -5 7 -7 -8 8 -10 11 -12 -13 -14 leaf_value=-0.099084413528442397 -0.057211757755159576 0.53647925774256389 0.32563432703018186 -0.38112132231394447 0.023809860947106173 -0.42587099617177793 0.23775564378499986 0.28346487919489544 -0.029462096773344895 -0.0026094302179341089 0.22098431123339612 -0.10510490763355308 -0.2091890535503626 leaf_weight=60 472 45 25 21 1011 22 20 30 29 11413 23 71 32 leaf_count=60 472 45 25 21 1011 22 20 30 29 11413 23 71 32 internal_value=0 0.15823 -0.00293001 -0.00355718 -0.00295298 -0.0689066 -0.0552345 -3.49505e-05 0.129653 -0.000646227 0.0279257 -0.00324029 -0.0668611 internal_weight=0 105 13169 13144 13123 546 524 12577 59 12518 1034 11484 504 internal_count=13274 105 13169 13144 13123 546 524 12577 59 12518 1034 11484 504 cat_boundaries=0 4 8 12 cat_threshold=16384 0 524544 2097152 67108864 540736 18892800 32 134217992 2147516424 34014208 16949760 is_linear=0 shrinkage=0.01 Tree=317 num_leaves=12 num_cat=4 split_feature=25 26 15 25 24 26 14 10 20 25 26 split_gain=29020.5 101804 27030.5 25455.1 36072.7 15845.9 11336.2 35122.1 8142.51 8400.11 690.82 threshold=0 2022.5000000000002 185.73222000000001 1 2 2022.5000000000002 182.65800000000004 255.10500000000002 42.305000000000007 3 2022.5000000000002 decision_type=9 2 2 9 1 2 2 2 2 9 2 left_child=1 -1 3 4 10 -6 7 8 9 -5 -2 right_child=2 -3 -4 6 5 -7 -8 -9 -10 -11 -12 leaf_value=-0.098093569914499912 0.090251468729972847 0.53111443662643432 0.33961501533570498 0.024760634829298543 -0.084164157385627422 -0.2619210670852945 0.23656767129898071 -0.42042751169204712 0.1635129033724467 -0.0039333845643714834 0.038433764520681132 leaf_weight=60 50 45 23 1108 96 105 20 20 30 11664 53 leaf_count=60 50 45 23 1108 96 105 20 20 30 11664 53 internal_value=0 0.156648 -0.00290071 -0.00350218 -0.0924583 -0.168633 -0.00132335 -0.00169545 -0.00104129 -0.00142781 0.0579607 internal_weight=0 105 13169 13146 304 201 12842 12822 12802 12772 103 internal_count=13274 105 13169 13146 304 201 12842 12822 12802 12772 103 cat_boundaries=0 4 8 9 13 cat_threshold=16384 0 524544 2097152 67108864 16448 2097152 32 808 134217992 2149613576 459776 16949760 is_linear=0 shrinkage=0.01 Tree=318 num_leaves=11 num_cat=0 split_feature=4 4 10 0 8 13 11 13 8 8 split_gain=42931.1 77000.3 17914.2 16091.8 12466.9 18377.1 11046.1 3239.01 2123.17 64.0099 threshold=365.72000000000008 272.07425000000006 273.29900000000004 365.72000000000008 172.87500000000003 92.932500000000019 211.12500000000003 214.15000000000003 341.27040000000005 228.56250000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -6 right_child=-2 -3 -4 -5 8 7 -8 -9 -10 -11 leaf_value=-0.00041135423099125505 -0.46446732044219974 0.61920769786834717 -0.3008037431240082 -0.27789003871736073 -0.18154833953488958 0.28220461169878641 -0.20288670153529556 0.10989414691925049 -0.046873245239257816 -0.15875445710761207 leaf_weight=13052 20 20 20 21 22 24 27 20 20 28 leaf_count=13052 20 20 20 21 22 24 27 20 20 28 internal_value=0 -0.000808843 -0.00174585 -0.00129321 -0.000852937 -0.000142966 -0.00082934 0.203882 -0.133952 -0.168784 internal_weight=0 13254 13234 13214 13193 13123 13079 44 70 50 internal_count=13274 13254 13234 13214 13193 13123 13079 44 70 50 is_linear=0 shrinkage=0.01 Tree=319 num_leaves=10 num_cat=2 split_feature=4 4 25 25 6 14 10 9 2 split_gain=42076.7 75468 29687.1 27705.5 14881.4 8934.95 34120.8 10039.2 5105.98 threshold=365.72000000000008 272.07425000000006 0 1 15.580500000000002 182.65800000000004 255.10500000000002 143.75500000000002 11.141100000000002 decision_type=2 2 9 9 2 2 2 2 2 left_child=1 2 -1 4 8 6 7 -5 -4 right_child=-2 -3 3 5 -6 -7 -8 -9 -10 leaf_value=0.1589534572341986 -0.45982265663146976 0.61301563549041749 -0.10809796490570302 -2.1214584964292805e-05 0.16233454179763793 0.20521243504115513 -0.41394664096832273 -0.14060363386483754 -0.27407407331466677 leaf_weight=104 20 20 253 12745 20 21 20 51 20 leaf_count=104 20 20 253 12745 20 21 20 51 20 internal_value=0 -0.000800755 -0.00172839 -0.0031198 -0.0976356 -0.000888195 -0.0012266 -0.000581523 -0.120257 internal_weight=0 13254 13234 13130 293 12837 12816 12796 273 internal_count=13274 13254 13234 13130 293 12837 12816 12796 273 cat_boundaries=0 4 8 cat_threshold=16384 0 524544 2097152 67108864 16448 2097152 32 is_linear=0 shrinkage=0.01 Tree=320 num_leaves=11 num_cat=3 split_feature=10 25 26 0 0 0 25 24 4 0 split_gain=73167.1 65615.3 36740.5 33677.4 12246.2 20479 11736.5 39815.3 18105 684.353 threshold=279.07800000000003 0 2022.5000000000002 344.25000000000006 220.33000000000001 181.87500000000003 1 2 279.07800000000003 250.05000000000004 decision_type=2 9 2 2 2 2 9 1 2 2 left_child=1 2 -1 4 5 6 7 -3 -8 -6 right_child=-2 3 -4 -5 9 -7 8 -9 -10 -11 leaf_value=0.081930084124855376 0.59352428981236049 -0.043361795171748756 0.42338693729762378 0.3747777024904887 -0.12023019137589827 0.28079710997067969 -0.002312892861257868 0.15429665908142551 0.29155313083103723 -0.19581364951133728 leaf_weight=69 21 205 58 24 23 26 12649 189 21 25 leaf_count=69 21 205 58 24 23 26 12649 189 21 25 internal_value=0 0.00279129 0.220508 0.000522611 -0.000160666 0.000423973 -0.000134026 0.0529264 -0.00182438 -0.159597 internal_weight=0 13289 127 13162 13138 13090 13064 394 12670 48 internal_count=13310 13289 127 13162 13138 13090 13064 394 12670 48 cat_boundaries=0 4 8 9 cat_threshold=0 16384 6291712 131072 67125248 2097168 33570816 32 970 is_linear=0 shrinkage=0.01 Tree=321 num_leaves=12 num_cat=5 split_feature=4 25 7 0 26 25 24 25 25 1 8 split_gain=72171.3 54261.8 31036.2 46356.3 20105.9 12326 32692.9 18626.6 13337.5 12850.2 8638.62 threshold=344.25000000000006 0 255.10500000000002 344.25000000000006 2022.5000000000002 1 2 3 4 220.33000000000001 211.12500000000003 decision_type=2 9 2 2 2 9 1 9 9 2 2 left_child=1 4 3 5 -1 6 8 -8 -3 10 -7 right_child=-2 2 -4 -5 -6 9 7 -9 -10 -11 -12 leaf_value=0.074783317484754197 0.54047650527954105 0.03548309606539695 -0.30152820376788869 0.45964070623571224 0.28331067318444725 -0.0032462887324439618 0.18241273314934078 0.047486003307875065 -0.064208229827007079 0.22801856976002455 -0.20625036878245218 leaf_weight=94 25 201 34 22 91 11617 117 692 372 24 21 leaf_count=94 25 201 34 22 91 11617 117 692 372 24 21 internal_value=0 0.00267678 0.000209776 0.000995112 0.168261 0.00022156 0.0283484 0.0689885 -0.0292292 -0.00313322 -0.0036126 internal_weight=0 13285 13100 13066 185 13044 1382 809 573 11662 11638 internal_count=13310 13285 13100 13066 185 13044 1382 809 573 11662 11638 cat_boundaries=0 3 7 8 11 14 cat_threshold=0 2113536 2097408 201343752 16 55199744 131104 932 67125248 0 37879808 134217984 16 524288 is_linear=0 shrinkage=0.01 Tree=322 num_leaves=11 num_cat=2 split_feature=10 25 26 0 0 0 25 4 5 0 split_gain=71309.7 63662.3 35803.2 32309.8 12029.8 20051.5 11155.2 13616.9 8122.56 666.924 threshold=279.07800000000003 0 2022.5000000000002 344.25000000000006 220.33000000000001 181.87500000000003 1 279.07800000000003 189.44922000000003 250.05000000000004 decision_type=2 9 2 2 2 2 9 2 2 2 left_child=1 2 -1 4 5 6 8 -8 -3 -6 right_child=-2 3 -4 -5 9 -7 7 -9 -10 -11 leaf_value=0.080345805140509124 0.58591788110278897 0.051108902642207833 0.41741921827710909 0.36707392017046608 -0.11933140868725983 0.27783805663769062 -0.0025386442893247847 0.25860028314590455 -0.15410174226760864 -0.19394620378017424 leaf_weight=69 21 542 58 24 23 26 12482 20 20 25 leaf_count=69 21 542 58 24 23 26 12482 20 20 25 internal_value=0 0.00273144 0.217184 0.000496806 -0.000172465 0.000406985 -0.000145159 -0.00211919 0.0430402 -0.158193 internal_weight=0 13289 127 13162 13138 13090 13064 12502 562 48 internal_count=13310 13289 127 13162 13138 13090 13064 12502 562 48 cat_boundaries=0 4 8 cat_threshold=0 16384 6291712 131072 67125512 2097168 34097152 32 is_linear=0 shrinkage=0.01 Tree=323 num_leaves=9 num_cat=1 split_feature=4 25 0 26 0 0 3 3 split_gain=69982 52439.4 29263.9 19472.3 10049.5 34558.4 14905.7 11620.9 threshold=344.25000000000006 0 344.25000000000006 2022.5000000000002 228.56250000000003 176.53925000000004 279.07800000000003 177.71725000000004 decision_type=2 9 2 2 2 2 2 2 left_child=1 3 4 -1 5 6 7 -3 right_child=-2 2 -4 -5 -6 -7 -8 -9 leaf_value=0.073397104080687184 0.53220019454956058 -0.00092698502909352486 0.34906421502431234 0.27861226430306069 -0.15306923401217129 0.32325705629406559 -0.26083617817271842 0.14745155748331323 leaf_weight=94 25 12925 24 91 43 33 22 53 leaf_count=94 25 12925 24 91 43 33 22 53 internal_value=0 0.00262035 0.000195141 0.1654 -0.000445032 5.85236e-05 -0.000761903 -0.000321032 internal_weight=0 13285 13100 185 13076 13033 13000 12978 internal_count=13310 13285 13100 185 13076 13033 13000 12978 cat_boundaries=0 3 cat_threshold=0 2113536 2097408 is_linear=0 shrinkage=0.01 Tree=324 num_leaves=10 num_cat=3 split_feature=10 25 0 0 0 25 24 4 0 split_gain=69518.2 61873.9 31043.5 11631.1 19209.3 10752.6 20445.3 12963.7 635.766 threshold=279.07800000000003 0 344.25000000000006 220.33000000000001 181.87500000000003 1 2 279.07800000000003 250.05000000000004 decision_type=2 9 2 2 2 9 1 2 2 left_child=1 -1 3 4 5 6 -3 -7 -5 right_child=-2 2 -4 8 -6 7 -8 -9 -10 leaf_value=0.2140891307809927 0.57848479770478745 0.10191855309738053 0.3597892959912618 -0.11762510424074921 0.27192319173079271 -0.002506628898920366 -0.017658188152475423 0.25229164361953738 -0.19047604880072175 leaf_weight=127 21 278 24 23 26 12482 284 20 25 leaf_count=127 21 278 24 23 26 12482 284 20 25 internal_value=0 0.0026704 0.000467415 -0.000188625 0.000381141 -0.000159283 0.0422396 -0.00209734 -0.155568 internal_weight=0 13289 13162 13138 13090 13064 562 12502 48 internal_count=13310 13289 13162 13138 13090 13064 562 12502 48 cat_boundaries=0 4 8 9 cat_threshold=0 16384 6291712 131072 67125512 2097168 34097152 32 3249 is_linear=0 shrinkage=0.01 Tree=325 num_leaves=11 num_cat=2 split_feature=25 4 8 6 5 25 2 4 26 5 split_gain=83538.3 33263.9 10114.1 15826.4 10895.7 13022 19402.9 7057.55 3053.15 560.983 threshold=0 333.3454000000001 263.93200000000007 297.60100000000006 217.36500000000004 1 169.68000000000004 216.24000000000004 2022.5000000000002 296.22550000000007 decision_type=9 2 2 2 2 9 2 2 2 2 left_child=8 2 3 4 5 6 -2 -7 -1 -6 right_child=1 -3 -4 -5 9 7 -8 -9 -10 -11 leaf_value=-0.22012921041057959 0.077945710605678342 0.40759119081497192 0.20455610990524292 0.2801733901500702 -0.1180804905295372 -0.0028236854854165306 -0.21616705775260925 0.16210105877656206 -0.31897608984084358 -0.18459677832467214 leaf_weight=62 343 20 24 20 32 12657 24 26 63 21 leaf_count=62 343 20 24 20 32 12657 24 26 63 21 internal_value=0 7.83289e-05 -0.000541544 -0.000916637 -0.00134568 -0.000764551 0.0571548 -0.00248363 -0.249952 -0.144436 internal_weight=0 13167 13147 13123 13103 13050 367 12683 125 53 internal_count=13292 13167 13147 13123 13103 13050 367 12683 125 53 cat_boundaries=0 4 8 cat_threshold=0 16384 6291712 131072 67125504 16 34209792 40960 is_linear=0 shrinkage=0.01 Tree=326 num_leaves=12 num_cat=5 split_feature=25 0 7 3 25 24 2 25 2 25 26 split_gain=81875.9 48888.7 19309.1 11782.2 8697.74 35640.9 23416.9 14953.8 10856.8 5453.78 2992.39 threshold=0 344.25000000000006 279.07800000000003 293.85000000000008 1 2 1.1487500000000002 3 279.07800000000003 4 2022.5000000000002 decision_type=9 2 2 2 9 1 2 9 2 9 2 left_child=10 2 3 4 5 6 -2 -7 9 -6 -1 right_child=1 -3 -4 -5 8 7 -8 -9 -10 -11 -12 leaf_value=-0.21792791793423316 0.14599504210228145 0.43327768619243912 0.28260622938474017 -0.23252433733506636 -0.025639420126849978 0.04143674362362839 -0.19388237563046543 -0.10411543665808581 0.21931314879520372 -0.001099449275480805 -0.31578632929968459 leaf_weight=62 258 26 24 22 973 117 22 158 22 11545 63 leaf_count=62 258 26 24 22 973 117 22 158 22 11545 63 internal_value=0 7.75456e-05 -0.000779499 -0.00129801 -0.000909539 0.0374732 0.115177 -0.0429085 -0.00263608 -0.00302825 -0.247452 internal_weight=0 13167 13141 13117 13095 555 280 275 12540 12518 125 internal_count=13292 13167 13141 13117 13095 555 280 275 12540 12518 125 cat_boundaries=0 4 8 9 11 15 cat_threshold=0 16384 6291712 131072 67125504 65552 50987008 40960 3225 16640 65552 4196872 66 3422570624 4260384 is_linear=0 shrinkage=0.01 Tree=327 num_leaves=11 num_cat=6 split_feature=25 0 7 3 25 24 25 25 10 24 split_gain=80246.1 47916 18924.9 11547.7 8519.98 34941.7 19776 14675.5 11983.6 5807.81 threshold=0 344.25000000000006 279.07800000000003 293.85000000000008 1 2 3 4 223.50400000000005 5 decision_type=9 2 2 2 9 1 9 9 2 1 left_child=-1 2 3 4 5 6 -2 -7 9 -6 right_child=1 -3 -4 -5 8 7 -8 -9 -10 -11 leaf_value=-0.24497784351419519 0.0080297756576538076 0.42894491158998932 0.27978017588456472 -0.2301990946856412 -0.013939893899798866 0.041055005178676815 0.18322042083740236 -0.10313625564355226 -0.23066260892411936 0.0017536234941085099 leaf_weight=125 115 26 24 22 3140 117 165 158 23 9377 leaf_count=125 115 26 24 22 3140 117 165 158 23 9377 internal_value=0 7.60917e-05 -0.000772385 -0.00128571 -0.000901127 0.0370874 0.114025 -0.0425014 -0.00260993 -0.00219297 internal_weight=0 13167 13141 13117 13095 555 280 275 12540 12517 internal_count=13292 13167 13141 13117 13095 555 280 275 12540 12517 cat_boundaries=0 4 8 9 12 14 15 cat_threshold=0 16384 6291712 131072 67125504 65552 50987008 40960 3225 16384 65552 131072 16640 65552 2240 is_linear=0 shrinkage=0.01 Tree=328 num_leaves=12 num_cat=4 split_feature=25 0 7 8 25 24 10 25 8 26 26 split_gain=78767.5 46962.3 18548.2 12067.4 9439.46 63115.9 18630.4 16378.8 10244.5 4641.4 2932.84 threshold=0 344.25000000000006 279.07800000000003 263.93200000000007 1 2 243.26250000000002 3 197.74150000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 2 9 2 2 2 left_child=10 2 3 4 5 9 8 -7 -6 -2 -1 right_child=1 -3 -4 -5 6 7 -8 -9 -10 -11 -12 leaf_value=-0.21329885971161627 0.18257778023110061 0.42465546387892505 0.27698237538337706 0.23825264340355282 -0.0022372408143075655 0.035035751913533066 -0.30807549190521238 -0.12515278079647285 -0.20903685110310716 0.3064508194923401 -0.31017869226516243 leaf_weight=62 61 26 24 21 12689 122 20 120 24 60 63 leaf_count=62 61 26 24 21 12689 122 20 120 24 60 63 internal_value=0 7.62186e-05 -0.000763771 -0.00127196 -0.00165605 0.0479334 -0.00310498 -0.0462109 -0.00262764 0.225376 -0.24271 internal_weight=0 13167 13141 13117 13096 363 12733 242 12713 121 125 internal_count=13292 13167 13141 13117 13096 363 12733 242 12713 121 125 cat_boundaries=0 4 8 9 12 cat_threshold=0 16384 6291712 131072 67125504 0 50855936 40960 2193 16640 0 16777216 is_linear=0 shrinkage=0.01 Tree=329 num_leaves=12 num_cat=1 split_feature=25 0 4 3 8 9 2 26 26 4 9 split_gain=77199.6 46027.9 8027.23 16987.6 18162.8 12144.8 13489.2 2874.48 1977.11 7740.94 966.607 threshold=0 344.25000000000006 189.44922000000003 293.85000000000008 263.93200000000007 143.75500000000002 279.07800000000003 2022.5000000000002 2022.5000000000002 255.10500000000002 223.50400000000005 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 -4 -10 -7 right_child=1 -3 8 -5 -6 10 -8 -9 9 -11 -12 leaf_value=-0.21116587173554205 -0.0012191823346736409 0.42040889446551988 0.19007422304153443 -0.28551806858607703 0.28621599977666679 -0.20625930096421921 0.21850777492991516 -0.30707690534137544 0.20724405765533449 -0.042408451504177512 -0.11839019714178697 leaf_weight=62 12948 26 20 21 22 21 28 63 23 27 31 leaf_count=62 12948 26 20 21 22 21 28 63 23 27 31 internal_value=0 7.47725e-05 -0.000756819 -0.00132878 -0.000871459 -0.00135626 -0.000745049 -0.240282 0.106044 0.0724317 -0.153876 internal_weight=0 13167 13141 13071 13050 13028 12976 125 70 50 52 internal_count=13292 13167 13141 13071 13050 13028 12976 125 70 50 52 cat_boundaries=0 4 cat_threshold=0 16384 6291712 131072 is_linear=0 shrinkage=0.01 Tree=330 num_leaves=10 num_cat=2 split_feature=25 0 7 4 26 10 25 8 1 split_gain=46571.1 34355.4 25069.1 27438.5 24349.5 21998 17777.6 25038 2315.81 threshold=0 344.25000000000006 355.00000000000006 293.85000000000008 2022.5000000000002 259.57500000000005 1 263.93200000000007 26.134500000000006 decision_type=9 2 2 2 2 2 9 2 2 left_child=4 2 3 5 -1 6 8 -8 -2 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 leaf_value=0.061787461920788413 -0.097244809993311879 0.3187060252102939 0.34941514730453493 -0.35775752110914755 0.35408312914664286 -0.32769734609694712 -0.0026481651492846555 0.35145047187805178 0.0079141133764515752 leaf_weight=57 234 33 20 22 57 21 12779 20 23 leaf_count=57 234 33 20 22 57 21 12779 20 23 internal_value=0 -0.00354292 -0.00435621 -0.00489636 0.191166 -0.00430273 -0.00378256 -0.00209321 -0.084544 internal_weight=0 13152 13119 13099 114 13077 13056 12799 257 internal_count=13266 13152 13119 13099 114 13077 13056 12799 257 cat_boundaries=0 4 7 cat_threshold=0 16384 2162944 32 16640 64 1107296256 is_linear=0 shrinkage=0.01 Tree=331 num_leaves=10 num_cat=3 split_feature=25 0 26 7 4 10 25 8 24 split_gain=42401.9 37646.1 33765.2 24582.2 28427.6 21552.8 17400.4 24547.3 19617 threshold=0 344.25000000000006 2022.5000000000002 355.00000000000006 293.85000000000008 259.57500000000005 1 263.93200000000007 2 decision_type=9 2 2 2 2 2 9 2 1 left_child=2 3 -1 4 5 6 8 -8 -2 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 leaf_value=0.024495550845608567 0.020442351517030749 0.33901359021663668 0.34559666530902566 0.3459210233688354 -0.35618984346804411 -0.32442037355332148 -0.0026760154713464522 0.34793598079681398 -0.15572154716875569 leaf_weight=66 108 32 65 20 23 21 12762 20 149 leaf_count=66 108 32 65 20 23 21 12762 20 149 internal_value=0 -0.00355865 0.170784 -0.00439799 -0.00493353 -0.00431493 -0.00379938 -0.00212575 -0.0836986 internal_weight=0 13135 131 13103 13083 13060 13039 12782 257 internal_count=13266 13135 131 13103 13083 13060 13039 12782 257 cat_boundaries=0 3 6 7 cat_threshold=0 16384 2687232 16640 64 1107296256 2332 is_linear=0 shrinkage=0.01 Tree=332 num_leaves=9 num_cat=0 split_feature=6 2 8 10 5 9 7 10 split_gain=22548.7 26872.4 19720.4 13281.3 11539.2 10958.1 11411.5 2707.67 threshold=297.60100000000006 293.85000000000008 312.55000000000013 149.68000000000004 333.3454000000001 257.43900000000002 279.07800000000003 267.95700000000005 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 leaf_value=-0.0010734371052330651 0.29250890731811524 -0.30634552844639484 0.31216633796691895 -0.099863306717439135 -0.22522309925245204 -0.23493403881788255 0.22186749872953995 -0.24308560826561668 leaf_weight=13070 26 29 20 33 23 20 23 22 leaf_count=13070 26 29 20 33 23 20 23 22 internal_value=0 -0.00227264 -0.00160516 -0.00208089 -0.00143161 -0.00103909 -0.000681805 -0.157152 internal_weight=0 13240 13211 13191 13136 13113 13093 55 internal_count=13266 13240 13211 13191 13136 13113 13093 55 is_linear=0 shrinkage=0.01 Tree=333 num_leaves=9 num_cat=0 split_feature=6 2 8 10 5 9 7 10 split_gain=22100 26337.6 19327.9 13017 11309.6 10740 11184.4 2653.78 threshold=297.60100000000006 293.85000000000008 312.55000000000013 149.68000000000004 333.3454000000001 257.43900000000002 279.07800000000003 267.95700000000005 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 leaf_value=-0.0010627026521530774 0.28958383156703066 -0.30328207823094622 0.30904469299316406 -0.098864678144454959 -0.22297086301057234 -0.23258469708263874 0.21964881731116254 -0.24065475940704345 leaf_weight=13070 26 29 20 33 23 20 23 22 leaf_count=13070 26 29 20 33 23 20 23 22 internal_value=0 -0.00224991 -0.00158911 -0.00206008 -0.0014173 -0.0010287 -0.000674987 -0.155581 internal_weight=0 13240 13211 13191 13136 13113 13093 55 internal_count=13266 13240 13211 13191 13136 13113 13093 55 is_linear=0 shrinkage=0.01 Tree=334 num_leaves=10 num_cat=2 split_feature=25 0 7 4 26 10 25 8 8 split_gain=45001.9 32922 23714.1 26269.4 23434.5 20530.9 16712.1 21798 11855.6 threshold=0 344.25000000000006 355.00000000000006 293.85000000000008 2022.5000000000002 259.57500000000005 1 255.10500000000002 22.198000000000004 decision_type=9 2 2 2 2 2 9 2 2 left_child=4 2 3 5 -1 6 8 -8 -2 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 leaf_value=0.061067155913302779 -0.048782338143315562 0.3120098813374837 0.33983701038360592 -0.35002843813462692 0.34781874085727488 -0.31661020233517601 -0.0018610076949613587 0.31318844101645732 -0.28080541154612665 leaf_weight=57 518 33 20 22 57 21 12493 22 23 leaf_count=57 518 33 20 22 57 21 12493 22 23 internal_value=0 -0.00344504 -0.00424117 -0.00476652 0.187956 -0.00418567 -0.00368315 -0.00130614 -0.0575822 internal_weight=0 13152 13119 13099 114 13077 13056 12515 541 internal_count=13266 13152 13119 13099 114 13077 13056 12515 541 cat_boundaries=0 4 7 cat_threshold=0 16384 2162944 32 16641 64 1124073472 is_linear=0 shrinkage=0.01 Tree=335 num_leaves=14 num_cat=4 split_feature=25 24 26 25 10 7 7 26 9 2 25 26 9 split_gain=30603.9 177539 28056.9 19717.9 14199 10345.7 12158.3 10194.4 7564.98 9760.59 9120.85 6913.96 167.131 threshold=0 1 2022.5000000000002 2 223.50400000000005 211.12500000000003 255.10500000000002 2022.5000000000002 162.18600000000004 285.62500000000006 3 2022.5000000000002 257.43900000000002 decision_type=9 1 2 9 2 2 2 2 2 2 9 2 2 left_child=1 2 -1 11 5 8 -7 -3 9 10 -5 -2 -10 right_child=3 7 -4 4 -6 6 -8 -9 12 -11 -12 -13 -14 leaf_value=0.27458588466644285 -0.051926729757534831 -0.049665572841962179 0.6063529344705435 0.047147853959431045 -0.22317566666109809 0.32540460109710695 0.0018933723523066595 -0.22789306087770325 -0.11359836927615106 -0.21219096717509356 -0.0028474542364802617 -0.1859467177054821 -0.15222791448590303 leaf_weight=50 76 60 52 366 29 21 26 69 24 22 12371 78 21 leaf_count=50 76 60 52 366 29 21 26 69 24 22 12371 78 21 internal_value=0 0.110187 0.404104 -0.00353862 -0.00214953 -0.00165243 0.146441 -0.134565 -0.00219604 -0.00173955 -0.00137605 -0.112502 -0.131625 internal_weight=0 231 102 13034 12880 12851 47 129 12804 12759 12737 154 45 internal_count=13265 231 102 13034 12880 12851 47 129 12804 12759 12737 154 45 cat_boundaries=0 3 4 8 12 cat_threshold=0 16448 2097408 810 67108864 0 524288 131104 0 65552 1111622656 40960 is_linear=0 shrinkage=0.01 Tree=336 num_leaves=16 num_cat=6 split_feature=25 24 26 25 6 10 7 7 26 25 24 26 24 6 6 split_gain=29994.7 174006 27498.6 19325.6 16845.7 14198.5 14475.8 10912.7 9991.49 8990.75 31785.5 6776.37 5825.65 2854.13 2769.43 threshold=0 1 2022.5000000000002 2 176.53925000000004 243.26250000000002 211.12500000000003 255.10500000000002 2022.5000000000002 3 4 2022.5000000000002 5 272.07425000000006 227.06475000000003 decision_type=9 1 2 9 2 2 2 2 2 9 1 2 1 2 2 left_child=1 2 -1 11 5 6 9 -8 -3 10 -5 -2 -11 14 -6 right_child=3 8 -4 4 13 -7 7 -9 -10 12 -12 -13 -14 -15 -16 leaf_value=0.27184003467559814 -0.051407460413481064 -0.049168915788332622 0.60028937523181625 -0.078107149811352 -0.19189621329307557 -0.26110586552392867 0.35271718263626101 0.036436968445777894 -0.22561412645422896 -0.012642033820936703 0.11343365226061114 -0.18408725143243107 0.0018987768760634874 -0.25278878802602944 -0.036712351259977918 leaf_weight=50 76 60 52 126 23 21 20 24 69 4124 238 78 8259 22 23 leaf_count=50 76 60 52 126 23 21 20 24 69 4124 238 78 8259 22 23 internal_value=0 0.109085 0.400063 -0.00350289 -0.00212769 -0.00129618 -0.000869625 0.180201 -0.133219 -0.00149464 0.0468154 -0.111377 -0.00295015 -0.159108 -0.114304 internal_weight=0 231 102 13034 12880 12812 12791 44 129 12747 364 154 12383 68 46 internal_count=13265 231 102 13034 12880 12812 12791 44 129 12747 364 154 12383 68 46 cat_boundaries=0 3 4 8 12 13 14 cat_threshold=0 16448 2097408 810 67108864 0 524288 131104 0 65552 1111622656 40960 802 2720 is_linear=0 shrinkage=0.01 Tree=337 num_leaves=14 num_cat=3 split_feature=25 24 26 25 10 7 7 26 14 9 2 26 9 split_gain=29397.8 170543 26951.3 18941.1 13667.2 9923.98 11686.6 9792.66 7435.46 7860.62 9609.38 6641.52 96.1343 threshold=0 1 2022.5000000000002 2 223.50400000000005 211.12500000000003 255.10500000000002 2022.5000000000002 112.45500000000001 162.18600000000004 285.62500000000006 2022.5000000000002 257.43900000000002 decision_type=9 1 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 11 5 8 -7 -3 9 10 -5 -2 -11 right_child=3 7 -4 4 -6 6 -8 -9 -10 12 -12 -13 -14 leaf_value=0.26912163524627686 -0.050893387559213139 -0.048677226543426516 0.59428647554837744 -0.00094068373399480612 -0.21895402674017281 0.31888273466201056 0.001709131827721229 -0.22335798152978872 -0.15206303899938411 -0.1210692647455827 -0.21011680666695942 -0.18224637786547346 -0.15066246887048088 leaf_weight=50 76 60 52 12705 29 21 26 69 33 23 22 78 21 leaf_count=50 76 60 52 12705 29 21 26 69 33 23 22 78 21 internal_value=0 0.107994 0.396062 -0.00346767 -0.00210622 -0.00161852 0.143425 -0.131887 -0.00215093 -0.00176356 -0.00130227 -0.110263 -0.135193 internal_weight=0 231 102 13034 12880 12851 47 129 12804 12771 12727 154 44 internal_count=13265 231 102 13034 12880 12851 47 129 12804 12771 12727 154 44 cat_boundaries=0 3 4 8 cat_threshold=0 16448 2097408 810 67108864 0 524288 131104 is_linear=0 shrinkage=0.01 Tree=338 num_leaves=15 num_cat=0 split_feature=4 10 8 1 3 1 6 5 9 1 2 8 6 6 split_gain=26439.6 46406.1 16452.4 11861.7 13262.3 15121.8 10904.6 8493.3 8095.19 6324.05 2940.94 1770.27 680.939 1039.84 threshold=344.25000000000006 273.29900000000004 172.87500000000003 148.98750000000004 2.8373970000000006 355.00000000000006 114.42500000000001 333.3454000000001 239.51250000000002 211.12500000000003 15.580500000000002 263.93200000000007 255.10500000000002 206.27675000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 9 7 8 -1 -5 11 -4 13 -8 right_child=-2 -3 10 4 -6 -7 12 -9 -10 -11 -12 -13 -14 -15 leaf_value=2.7209487780295081e-05 0.30018168580943139 -0.47180772667839416 -0.16535480903254615 0.11015802101655441 0.32984936055682951 0.28206212443964823 -0.098387636036583875 -0.19696487513455477 -0.18380068839217228 -0.099133514220870689 -0.25487817971479326 -0.041226305961608888 -0.076430996475797722 -0.1871432679349726 leaf_weight=12907 29 21 27 22 21 21 33 22 24 42 21 20 33 22 leaf_count=12907 29 21 27 22 21 21 33 22 24 42 21 20 33 22 internal_value=0 -0.00209421 -0.00134778 -0.000545327 0.104811 0.0492138 -0.00140169 -0.000647977 -0.000313976 -0.0271895 -0.156493 -0.112534 -0.112343 -0.13389 internal_weight=0 13236 13215 13147 106 85 13041 12953 12931 64 68 47 88 55 internal_count=13265 13236 13215 13147 106 85 13041 12953 12931 64 68 47 88 55 is_linear=0 shrinkage=0.01 Tree=339 num_leaves=14 num_cat=0 split_feature=4 10 8 1 0 0 1 6 9 2 26 8 6 split_gain=25947.8 59360.3 16135.8 11614.1 16432.1 15289.8 15189.9 9762.88 7002.9 2882.42 2662.48 1735.04 711.95 threshold=333.3454000000001 273.29900000000004 172.87500000000003 148.98750000000004 365.72000000000008 4.1940000000000008 200.13000000000002 114.42500000000001 206.70431000000005 15.580500000000002 2022.5000000000002 263.93200000000007 272.07425000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -5 8 -1 11 -8 -4 -9 right_child=-2 -3 9 5 -6 -7 10 12 -10 -11 -12 -13 -14 leaf_value=0.00018060351179471028 0.28299494147300719 -0.54648985815048223 -0.16370125781606745 0.2850630593299866 -0.28083898362659271 0.34539147184008639 -0.11104127700328827 -0.087272713840007773 -0.1527811481691897 -0.25232939580721514 0.020511493481695654 -0.040814039230346683 -0.14910665949185689 leaf_weight=12901 32 20 27 20 21 21 25 60 30 21 40 20 27 leaf_count=12901 32 20 27 20 21 21 25 60 30 21 40 20 27 internal_value=0 -0.0021068 -0.00128279 -0.000487974 -0.00133548 0.103763 0.0440669 -0.000884599 -0.000174269 -0.154928 -0.0300857 -0.111409 -0.106463 internal_weight=0 13233 13213 13145 13039 106 85 13018 12931 68 65 47 87 internal_count=13265 13233 13213 13145 13039 106 85 13018 12931 68 65 47 87 is_linear=0 shrinkage=0.01 Tree=340 num_leaves=11 num_cat=0 split_feature=9 4 4 3 6 8 11 3 0 11 split_gain=42892.9 17669.5 36577.6 18165.9 9768.18 15933 10339.9 11901.7 1857.61 271.563 threshold=285.62500000000006 365.72000000000008 263.93200000000007 293.85000000000008 70.932900000000018 108.11744000000002 118.09000000000002 175.26000000000002 16.475250000000003 211.12500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 -8 right_child=-2 -3 -4 -5 5 -7 9 -9 -10 -11 leaf_value=0.0015875327889008875 0.43268219719762385 -0.29654650497436524 0.40832386385310776 -0.25888876791353577 -0.057259330121419767 -0.34466735076904298 -0.11042291542758113 0.15035636257242274 0.048973782926797868 -0.15577394612373843 leaf_weight=12944 23 20 22 27 93 20 23 54 20 31 leaf_count=12944 23 20 22 27 93 20 23 54 20 31 internal_value=0 0.000461955 0.000910812 0.000232407 0.000763031 -0.0845037 0.0016319 0.00220559 -0.038457 -0.136458 internal_weight=0 13254 13234 13212 13185 133 13052 12998 113 54 internal_count=13277 13254 13234 13212 13185 133 13052 12998 113 54 is_linear=0 shrinkage=0.01 Tree=341 num_leaves=9 num_cat=2 split_feature=25 3 26 0 10 4 12 25 split_gain=55612.3 56254.4 28351.2 15163.7 22972.5 19068.4 15598.2 15287.4 threshold=0 333.3454000000001 2022.5000000000002 344.25000000000006 255.10500000000002 333.3454000000001 246.67500000000004 1 decision_type=9 2 2 2 2 2 2 9 left_child=2 3 -1 4 5 6 7 -2 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=0.084685195843378719 -0.054965260995244521 0.46391704119168792 0.40370493301978477 0.23504969702826606 -0.32504897204312416 -0.28931744368179985 0.27118910744076685 0.00062538985415300902 leaf_weight=60 505 26 52 27 22 23 21 12541 leaf_count=60 505 26 52 27 22 23 21 12541 internal_value=0 -0.000771162 0.213719 -0.00169129 -0.00217879 -0.00163615 -0.00112978 -0.00156813 internal_weight=0 13165 112 13139 13112 13090 13067 13046 internal_count=13277 13165 112 13139 13112 13090 13067 13046 cat_boundaries=0 3 7 cat_threshold=256 16384 2097408 67108864 208 33557504 16777728 is_linear=0 shrinkage=0.01 Tree=342 num_leaves=15 num_cat=5 split_feature=25 9 26 7 25 24 0 10 2 0 25 24 26 26 split_gain=54505.8 48949.3 27787 17951.7 17747.2 32799.8 14343.6 14631.1 8173.21 8092.65 7606.23 5095.95 4035.92 6.66601 threshold=0 285.62500000000006 2022.5000000000002 355.00000000000006 1 2 181.87500000000003 239.51250000000002 54.277999999999999 228.56250000000003 3 4 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 2 2 9 1 2 2 left_child=2 3 -1 4 5 12 7 8 -6 -8 13 -12 -2 -7 right_child=1 -3 -4 -5 6 10 9 -9 -10 -11 11 -13 -14 -15 leaf_value=0.083838338534037271 0.16226198487281798 0.47053708206523548 0.39966784303004932 0.29781614255905153 -0.00085247980988643554 -0.19008905637062204 0.30667322744022718 -0.2706556124687195 0.073654988114565806 0.066808280738500453 -0.016617385524290582 -0.10594086835839156 0.041067545159918367 -0.19507928896923457 leaf_weight=60 50 22 52 20 12386 59 22 20 149 39 125 163 61 49 leaf_count=60 50 22 52 20 12386 59 22 20 149 39 125 163 61 49 internal_value=0 -0.000763863 0.211582 -0.00155335 -0.0020096 -0.0594333 0.000344923 -0.000398035 3.31694e-05 0.153317 -0.101836 -0.0690306 0.0877539 -0.176052 internal_weight=0 13165 112 13143 13123 507 12616 12555 12535 61 396 288 111 108 internal_count=13277 13165 112 13143 13123 507 12616 12555 12535 61 396 288 111 108 cat_boundaries=0 3 7 8 10 11 cat_threshold=256 16384 2097408 67108864 80 33557504 16777728 1042 0 64 69 is_linear=0 shrinkage=0.01 Tree=343 num_leaves=9 num_cat=2 split_feature=25 3 26 0 10 4 12 25 split_gain=53421.6 54983.4 27234.1 14722.4 22235.4 18671.3 15264.2 14722.2 threshold=0 333.3454000000001 2022.5000000000002 344.25000000000006 255.10500000000002 333.3454000000001 246.67500000000004 1 decision_type=9 2 2 2 2 2 2 9 left_child=2 3 -1 4 5 6 7 -2 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=0.082999951362609861 -0.061199282942864662 0.45865158484532281 0.39567117406771735 0.23160445036711516 -0.31979513991962782 -0.28628281427466351 0.26827593326568605 0.00034530899180904582 leaf_weight=60 391 26 52 27 22 23 21 12655 leaf_count=60 391 26 52 27 22 23 21 12655 internal_value=0 -0.000757155 0.209466 -0.00166683 -0.00214718 -0.00161331 -0.00111225 -0.00154588 internal_weight=0 13165 112 13139 13112 13090 13067 13046 internal_count=13277 13165 112 13139 13112 13090 13067 13046 cat_boundaries=0 3 7 cat_threshold=256 16384 2097408 67108864 80 0 16777728 is_linear=0 shrinkage=0.01 Tree=344 num_leaves=10 num_cat=2 split_feature=25 3 26 0 4 12 25 4 1 split_gain=52358.8 53889.3 26692.1 14429.5 18231 15020 15380.9 27172.7 11885 threshold=0 333.3454000000001 2022.5000000000002 344.25000000000006 333.3454000000001 246.67500000000004 1 29.353500000000004 279.07800000000003 decision_type=9 2 2 2 2 2 9 2 2 left_child=2 3 -1 4 5 6 7 -2 -8 right_child=1 -3 -4 -5 -6 -7 8 -9 -10 leaf_value=0.082169951836268101 -0.083600359664243812 0.45406508702498216 0.39171450853347778 0.22928840425279404 -0.28341998971026877 0.26559316567012242 0.00033217919747905301 0.29472376775741577 -0.2059213865624874 leaf_weight=60 374 26 52 27 23 21 12646 20 28 leaf_count=60 374 26 52 27 23 21 12646 20 28 internal_value=0 -0.000750045 0.207372 -0.00165062 -0.00212617 -0.00163188 -0.0020613 -0.0628021 -0.000123389 internal_weight=0 13165 112 13139 13112 13089 13068 394 12674 internal_count=13277 13165 112 13139 13112 13089 13068 394 12674 cat_boundaries=0 3 7 cat_threshold=256 16384 2097408 67108864 80 0 16777728 is_linear=0 shrinkage=0.01 Tree=345 num_leaves=13 num_cat=3 split_feature=3 25 10 11 25 24 26 4 6 4 26 11 split_gain=58126.2 50300 16788.5 15465.4 14657.5 37685.7 27568.5 19958 17070 12377.7 11233.9 593.63 threshold=333.3454000000001 0 233.43000000000004 92.932500000000019 1 2 2022.5000000000002 255.10500000000002 5.2798230000000013 27.535980000000006 2022.5000000000002 211.12500000000003 decision_type=2 9 2 2 9 1 2 2 2 2 2 2 left_child=1 10 3 4 5 6 -3 9 -7 -6 -1 -5 right_child=-2 2 -4 11 7 8 -8 -9 -10 -11 -12 -13 leaf_value=0.088972038993468644 0.48357919120788573 0.32395001987358191 -0.24185713841997344 -0.1217266770794585 -0.0037658580935003455 0.022746012520609482 0.04309610653668642 -0.27976532771037177 -0.16714056106174696 0.072439375168167508 0.23818654780485193 -0.18006432947787371 leaf_weight=104 25 77 29 37 11993 660 64 26 51 217 98 33 leaf_count=104 25 77 29 37 11993 660 64 26 51 217 98 33 internal_value=0 0.000941633 -0.00151458 -0.000986016 -0.000193153 0.0396642 0.183459 -0.00299841 0.00899889 -0.00241151 0.153752 -0.149229 internal_weight=0 13389 13187 13158 13088 852 141 12236 711 12210 202 70 internal_count=13414 13389 13187 13158 13088 852 141 12236 711 12210 202 70 cat_boundaries=0 4 8 9 cat_threshold=0 16384 18874624 2129920 67109376 2195456 737280 139296 2112 is_linear=0 shrinkage=0.01 Tree=346 num_leaves=12 num_cat=0 split_feature=3 4 7 7 11 1 3 6 11 11 7 split_gain=56969.5 29741.4 19766.1 18355.3 15837.6 11733.7 45181.4 17461.4 792.58 208.046 83.783 threshold=333.3454000000001 365.72000000000008 239.51250000000002 174.00000000000003 92.932500000000019 114.12500000000001 2.8373970000000006 272.07425000000006 252.29100000000003 151.37020000000004 355.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -6 -4 right_child=-2 -3 10 -5 8 6 -8 -9 -10 -11 -12 leaf_value=0.0020960017666590888 0.47874339332580568 -0.35077843546867371 -0.22383651256561279 0.24147509679198265 -0.15061024234408424 0.012088286647671148 0.53502819705009463 -0.25731247938596286 -0.2008627836270766 -0.10751093560208878 -0.19623825506730513 leaf_weight=13081 25 24 22 32 21 95 20 26 22 24 22 leaf_count=13081 25 24 22 32 21 95 20 26 22 24 22 internal_value=0 0.000932216 0.0015638 0.00226273 0.0016867 0.00246382 0.103034 0.00158142 -0.151673 -0.127624 -0.210037 internal_weight=0 13389 13365 13321 13289 13222 115 13107 67 45 44 internal_count=13414 13389 13365 13321 13289 13222 115 13107 67 45 44 is_linear=0 shrinkage=0.01 Tree=347 num_leaves=13 num_cat=3 split_feature=3 25 10 11 25 24 26 4 6 4 26 11 split_gain=55835.8 49398.5 16439.3 14899.9 14384.3 36992.2 27035.5 19354 16672 12115.8 11052.6 577.124 threshold=333.3454000000001 0 233.43000000000004 92.932500000000019 1 2 2022.5000000000002 255.10500000000002 5.2798230000000013 27.535980000000006 2022.5000000000002 211.12500000000003 decision_type=2 9 2 2 9 1 2 2 2 2 2 2 left_child=1 10 3 4 5 6 -3 9 -7 -6 -1 -5 right_child=-2 2 -4 11 7 8 -8 -9 -10 -11 -12 -13 leaf_value=0.088095288712244757 0.47395598030090336 0.32087027716946298 -0.23934109712469165 -0.11937832616470956 -0.0037509128887080203 0.022478735218445459 0.042744595631957052 -0.27553549729860743 -0.1651813365431393 0.071643522211483554 0.23610078422390687 -0.17689925810152832 leaf_weight=104 25 77 29 37 11993 660 64 26 51 217 98 33 leaf_count=104 25 77 29 37 11993 660 64 26 51 217 98 33 internal_value=0 0.000922894 -0.00151119 -0.000988164 -0.000209932 0.0392742 0.18174 -0.00298889 0.00889281 -0.00241098 0.152357 -0.146495 internal_weight=0 13389 13187 13158 13088 852 141 12236 711 12210 202 70 internal_count=13414 13389 13187 13158 13088 852 141 12236 711 12210 202 70 cat_boundaries=0 4 8 9 cat_threshold=0 16384 18874624 2129920 67109376 2195456 737280 139296 2112 is_linear=0 shrinkage=0.01 Tree=348 num_leaves=13 num_cat=3 split_feature=25 26 8 4 4 1 0 6 25 25 26 4 split_gain=47079 29400.6 29107.7 17400.3 16367 12666.8 69477.5 66413.8 15631.4 12838.8 2343.43 1803.27 threshold=0 2022.5000000000002 312.55000000000013 365.72000000000008 216.24000000000004 21.947000000000003 61.945750000000004 25.164000000000005 1 2 2022.5000000000002 255.10500000000002 decision_type=9 2 2 2 2 2 2 2 9 9 2 2 left_child=1 -1 3 4 5 8 7 -7 10 -10 -2 -6 right_child=2 -3 -4 -5 11 6 -8 -9 9 -11 -12 -13 leaf_value=0.053962920876436449 -0.073035336170556409 0.32786226017607584 0.38088406753540044 -0.28852196602594282 0.24789098046042704 -0.01184447115501102 0.56462938709259036 0.5668259106363569 0.058236658624682025 -0.0034429000314381746 -0.16262792924734265 0.12690789307866779 leaf_weight=86 53 72 20 21 22 357 25 21 337 12307 65 28 leaf_count=86 53 72 20 21 22 357 25 21 337 12307 65 28 internal_value=0 0.168136 -0.000322887 -0.000899147 -0.000442084 -0.00112793 0.054071 0.0203039 -0.00287101 -0.00175423 -0.112826 0.18014 internal_weight=0 158 13256 13236 13215 13165 403 378 12762 12644 118 50 internal_count=13414 158 13256 13236 13215 13165 403 378 12762 12644 118 50 cat_boundaries=0 4 7 11 cat_threshold=67108864 16384 2097408 2097152 256 0 1111490560 0 98304 17448960 172064 is_linear=0 shrinkage=0.01 Tree=349 num_leaves=13 num_cat=3 split_feature=3 25 10 11 25 24 5 8 0 13 26 11 split_gain=54526.4 47826.2 16229.7 14673.6 13882 23321.1 18944.5 14869.8 13245.2 12659.5 10702.7 576.04 threshold=333.3454000000001 0 233.43000000000004 92.932500000000019 1 2 8.3918550000000014 17.952000000000002 284.98750000000007 118.09000000000002 2022.5000000000002 211.12500000000003 decision_type=2 9 2 2 9 1 2 2 2 2 2 2 left_child=1 10 3 4 5 6 -3 -7 9 -6 -1 -5 right_child=-2 2 -4 11 8 7 -8 -9 -10 -11 -12 -13 leaf_value=0.086664895919653095 0.46835135650634768 0.069944107608950659 -0.23780623583958069 -0.11828390057022507 -0.004292815033690822 -0.01788266593227605 0.32534492708021595 0.20325482197105885 0.25373889076709749 0.22097248287200927 0.23230878747239406 -0.17575075255537573 leaf_weight=104 25 460 29 37 11909 611 31 32 20 25 98 33 leaf_count=104 25 460 29 37 11909 611 31 32 20 25 98 33 internal_value=0 0.000897792 -0.00149722 -0.000977542 -0.000205243 0.033075 0.0843513 -0.00677206 -0.00338717 -0.00382092 0.149903 -0.145375 internal_weight=0 13389 13187 13158 13088 1134 491 643 11954 11934 202 70 internal_count=13414 13389 13187 13158 13088 1134 491 643 11954 11934 202 70 cat_boundaries=0 4 8 9 cat_threshold=0 16384 18874624 2129920 67109377 2195456 737280 16917024 3141 is_linear=0 shrinkage=0.01 Tree=350 num_leaves=14 num_cat=4 split_feature=25 25 1 0 10 0 8 25 24 1 0 26 26 split_gain=36446.1 23148.8 12335 10726.5 10127.5 11490.1 14660.9 12561.4 55895.9 13376.7 7044.29 295.565 63.8641 threshold=0 1 272.07425000000006 22.196000000000005 250.05000000000004 112.80200000000001 5.4302350000000006 2 3 181.87500000000003 284.98750000000007 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 2 2 2 9 1 2 2 2 2 left_child=3 12 4 11 5 7 10 8 -3 -9 -7 -1 -2 right_child=1 2 -4 -5 -6 6 -8 9 -10 -11 -12 -13 -14 leaf_value=0.12626485796535716 -0.15062064491334509 0.22824782968569202 -0.18906742228354728 0.35724711084365846 0.21834332891872951 -0.089732913413020074 -0.34460618895292283 -0.0024290143739302554 -0.067632393541035951 0.1991692814321229 0.11455921718052454 0.10033188007690096 -0.13637467472369855 leaf_weight=85 61 109 35 20 21 86 20 12567 133 33 21 91 65 leaf_count=85 61 109 35 20 21 86 20 12567 133 33 21 91 65 internal_value=0 -0.00294435 -0.0015879 0.131105 -0.00108399 -0.00143929 -0.0960898 -0.000503253 0.069405 -0.00189951 -0.0496382 0.112856 -0.132737 internal_weight=0 13151 13025 196 12990 12969 127 12842 242 12600 107 176 126 internal_count=13347 13151 13025 196 12990 12969 127 12842 242 12600 107 176 126 cat_boundaries=0 3 7 11 12 cat_threshold=0 16448 256 0 0 34275328 131072 67108864 0 6307840 2130464 3249 is_linear=0 shrinkage=0.01 Tree=351 num_leaves=15 num_cat=4 split_feature=25 24 25 24 26 26 1 10 1 0 26 26 7 26 split_gain=35730.1 182608 22494.3 22022.5 26676.5 16289.8 10584.4 14606 11644.7 9959.5 9646.39 9134.93 6876.95 62.5932 threshold=0 1 2 3 2022.5000000000002 2022.5000000000002 272.07425000000006 243.26250000000002 181.87500000000003 157.57350000000002 2022.5000000000002 2022.5000000000002 162.18600000000004 2022.5000000000002 decision_type=9 1 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 5 13 11 -5 -1 7 8 9 12 -11 -3 -4 -2 right_child=2 3 6 4 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 leaf_value=0.33176701251665758 -0.14911443735732408 -0.067774268559047154 -0.0023626981616302386 -0.030403525187419012 -0.35071865751193121 0.57236038025820035 -0.18098361150784925 0.26185063611893428 0.16826300530135632 0.033327167687877531 -0.18585517156542394 0.12079735541785205 0.11287267198929421 -0.1350109277505141 leaf_weight=60 61 49 12667 52 52 53 33 21 40 31 57 54 52 65 leaf_count=60 61 49 12667 52 52 53 33 21 40 31 57 54 52 65 internal_value=0 0.101894 -0.00346969 -0.0765725 -0.173845 0.408464 -0.00211932 -0.00166227 -0.00209302 -0.00262509 -0.108643 0.0283373 -0.00189157 -0.131409 internal_weight=0 320 13027 207 104 113 12901 12868 12847 12807 88 103 12719 126 internal_count=13347 320 13027 207 104 113 12901 12868 12847 12807 88 103 12719 126 cat_boundaries=0 4 5 9 10 cat_threshold=67108864 16448 2097408 2097152 2594 0 0 34275328 131072 281 is_linear=0 shrinkage=0.01 Tree=352 num_leaves=14 num_cat=4 split_feature=25 25 1 0 10 0 8 25 24 1 0 26 26 split_gain=35196.8 22235.2 11861.2 10397.6 9660.85 11117.8 14292 12153.5 54961.1 12887.9 6929.08 297.966 61.3476 threshold=0 1 272.07425000000006 22.196000000000005 250.05000000000004 112.80200000000001 5.4302350000000006 2 3 181.87500000000003 284.98750000000007 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 2 2 2 9 1 2 2 2 2 left_child=3 12 4 11 5 7 10 8 -3 -9 -7 -1 -2 right_child=1 2 -4 -5 -6 6 -8 9 -10 -11 -12 -13 -14 leaf_value=0.12432592790267047 -0.14762329252039799 0.22577937957619421 -0.18540464213916236 0.35147877693176272 0.21324565138135637 -0.088419889951514646 -0.33988774666190147 -0.0023858273400326081 -0.06757631620118669 0.19549496049230752 0.11419476338795254 0.098287816886063473 -0.13366081865017232 leaf_weight=85 61 109 35 20 21 86 20 12567 133 33 21 91 65 leaf_count=85 61 109 35 20 21 86 20 12567 133 33 21 91 65 internal_value=0 -0.00288996 -0.00156055 0.128842 -0.00106641 -0.00141343 -0.0945179 -0.000492682 0.0682712 -0.00186609 -0.0486544 0.110863 -0.130095 internal_weight=0 13151 13025 196 12990 12969 127 12842 242 12600 107 176 126 internal_count=13347 13151 13025 196 12990 12969 127 12842 242 12600 107 176 126 cat_boundaries=0 3 7 11 12 cat_threshold=0 16448 256 0 0 34275328 131072 67108864 0 6307840 2130464 3249 is_linear=0 shrinkage=0.01 Tree=353 num_leaves=9 num_cat=2 split_feature=25 25 1 0 20 4 10 3 split_gain=34495.8 21793.1 11625.4 10190.7 9818.79 14948.3 9455.48 12956.9 threshold=0 1 272.07425000000006 22.196000000000005 42.305000000000007 255.10500000000002 250.05000000000004 293.85000000000008 decision_type=9 9 2 2 2 2 2 2 left_child=3 -2 4 -1 5 6 7 -3 right_child=1 2 -4 -5 -6 -7 -8 -9 leaf_value=0.1097544087605043 -0.12879444230128737 -0.00083883899213731019 -0.18355059661184039 0.34796398353576663 0.18600568293460779 -0.21086328941233018 0.21111322141828992 -0.24372907876968383 leaf_weight=176 126 12885 35 20 28 34 21 22 leaf_count=176 126 12885 35 20 28 34 21 22 internal_value=0 -0.00285986 -0.00154373 0.127554 -0.00105453 -0.00145861 -0.000907882 -0.00125285 internal_weight=0 13151 13025 196 12990 12962 12928 12907 internal_count=13347 13151 13025 196 12990 12962 12928 12907 cat_boundaries=0 3 7 cat_threshold=0 16448 256 0 0 34275328 131072 is_linear=0 shrinkage=0.01 Tree=354 num_leaves=12 num_cat=2 split_feature=4 25 25 0 0 26 12 14 0 0 26 split_gain=34331.3 36652.2 19350.2 24711.6 18414.6 16726.5 13400.1 7959.92 1728.99 2049.03 5.24574 threshold=344.25000000000006 0 1 344.25000000000006 181.87500000000003 2022.5000000000002 246.67500000000004 192.44922000000003 269.79925000000003 228.56250000000003 2022.5000000000002 decision_type=2 9 9 2 2 2 2 2 2 2 2 left_child=1 5 10 4 6 -1 7 -4 9 -6 -3 right_child=-2 2 3 -5 8 -7 -8 -9 -10 -11 -12 leaf_value=0.055559670504401713 0.33155486045345184 -0.13515469510676498 -0.0020550428908281456 0.34895795822143555 -0.19895072439442513 0.25903206274493945 0.24463710871609773 -0.19690393084571475 -0.23891683616421439 -0.066865668177294238 -0.13103626460295456 leaf_weight=85 31 59 12898 20 23 77 22 21 22 24 65 leaf_count=85 31 59 12898 20 23 77 22 21 22 24 65 internal_value=0 -0.0016176 -0.00351018 -0.00227888 -0.00282058 0.143419 -0.00195185 -0.00237177 -0.165751 -0.131503 -0.123071 internal_weight=0 13316 13154 13030 13010 162 12941 12919 69 47 124 internal_count=13347 13316 13154 13030 13010 162 12941 12919 69 47 124 cat_boundaries=0 4 8 cat_threshold=67108864 16384 2097408 2097152 0 0 34275328 131072 is_linear=0 shrinkage=0.01 Tree=355 num_leaves=20 num_cat=3 split_feature=25 4 25 1 4 26 4 1 25 26 1 1 3 5 4 6 6 1 1 split_gain=33532.9 82136.3 31346.2 24366.4 22643 21260.5 19700 16155.7 11885.4 23374.6 10206.1 15087.9 8858.51 8139.45 9984.26 11331.4 6381.15 2082.91 1636.29 threshold=0 27.015000000000004 1 21.947000000000003 233.80500000000004 2022.5000000000002 279.07800000000003 37.369500000000009 2 2022.5000000000002 200.13000000000002 114.12500000000001 2.8373970000000006 217.36500000000004 189.44922000000003 227.06475000000003 8.1582440000000016 148.98750000000004 238.08750000000003 decision_type=9 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 8 10 -1 -3 -5 12 -10 11 13 16 14 15 -2 -4 -13 -12 right_child=4 6 3 7 -6 -7 -8 -9 9 -11 18 17 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.063100032546303489 0.00057298794662720399 0.29896032482385637 0.044964403030538405 0.41628254413604737 -0.26626311883330345 0.33990458488464353 0.69903817558288583 0.070458448759147099 0.023635098669264051 -0.24241720051061913 -0.19344858206235446 0.1167266688563607 -0.12644091031490229 -0.14807278310930408 0.20423315932353336 -0.18223590799990824 -0.12772803679756498 0.25433317856355148 -0.08419746881928937 leaf_weight=55 12395 32 307 22 32 56 20 35 72 61 26 22 39 37 24 34 23 22 29 leaf_count=55 12395 32 307 22 32 56 20 35 72 61 26 22 39 37 24 34 23 22 29 internal_value=0 0.069025 0.0402669 0.00786234 -0.000593732 0.185993 0.452836 0.203934 -0.0142442 -0.0915085 8.11021e-05 0.000677548 0.01566 2.63465e-05 0.000466374 7.29073e-05 0.0329283 0.18553 -0.135843 internal_weight=0 722 670 559 12621 111 52 57 502 133 12589 12534 369 12490 12453 12429 330 44 55 internal_count=13343 722 670 559 12621 111 52 57 502 133 12589 12534 369 12490 12453 12429 330 44 55 cat_boundaries=0 4 7 11 cat_threshold=512 16448 35651840 32 0 16384 35651840 512 0 0 32 is_linear=0 shrinkage=0.01 Tree=356 num_leaves=24 num_cat=9 split_feature=25 24 4 1 25 4 26 24 1 1 1 26 25 24 25 25 25 6 26 26 1 1 26 split_gain=31790.2 107320 81035 46637.6 27640.9 22218.8 21134.9 20164.3 14778.4 10481.6 14759.5 8434.54 8012.86 25745.3 15551.7 12794.2 7158.33 10135.8 6746.62 2638.34 2041.46 1684.15 1130.1 threshold=0 1 29.353500000000004 21.947000000000003 2 233.80500000000004 2022.5000000000002 3 41.402500000000011 200.13000000000002 114.12500000000001 2022.5000000000002 4 5 6 7 8 218.62500000000003 2022.5000000000002 2022.5000000000002 148.98750000000004 238.08750000000003 2022.5000000000002 decision_type=9 1 2 2 9 2 2 1 2 2 2 2 9 1 9 9 9 2 2 2 2 2 2 left_child=1 11 3 4 7 9 -6 18 -5 10 12 -1 13 15 -15 -2 22 -18 -3 -9 -12 -11 -14 right_child=5 2 -4 8 6 -7 -8 19 -10 21 20 -13 16 14 -16 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=0.27621543586254121 0.040990836886841006 0.18423262514173985 0.45081689296624594 0.46963331040881928 -0.047465250153290603 -0.26360048711299899 -0.26131223816341825 -0.096000863777963755 0.12375042001406351 -0.19310534883428504 0.11555940649726175 0.44755580829361741 -0.039277660679665344 -0.12589632716095239 0.007340813581760113 0.15520103760808707 -0.0013522189361120274 0.20022367982864381 0.033935833913939339 -0.018575559418375902 0.25178984869610177 -0.083355492517865934 -0.08283219394584497 leaf_weight=56 321 64 39 21 95 32 90 95 30 27 22 59 157 104 380 150 11291 25 56 82 22 29 96 leaf_count=56 321 64 39 21 95 32 90 95 30 27 22 59 157 104 380 150 11291 25 56 82 22 29 96 internal_value=0 0.0689401 0.0106141 -0.0213968 -0.0518242 -0.00043065 -0.14373 0.00992839 0.266173 0.000236106 0.000844347 0.334991 0.000202018 0.0278869 -0.0232576 0.079834 -0.0021056 -0.000906084 0.105318 -0.0569159 0.183675 -0.136271 -0.0536824 internal_weight=0 687 572 533 482 12656 185 297 51 12624 12568 115 12524 955 484 471 11569 11316 120 177 44 56 253 internal_count=13343 687 572 533 482 12656 185 297 51 12624 12568 115 12524 955 484 471 11569 11316 120 177 44 56 253 cat_boundaries=0 4 5 6 7 11 12 16 19 23 cat_threshold=512 16448 2097408 32 544 512 338 134217728 2149646336 51070976 139264 2265 0 0 50855936 139264 134217728 2149580800 133120 16640 33280 0 16777728 is_linear=0 shrinkage=0.01 Tree=357 num_leaves=21 num_cat=3 split_feature=25 3 10 25 2 8 26 1 1 1 3 5 12 25 10 1 26 26 1 1 split_gain=32233.7 44958.8 36710 33756.9 33695.4 39529.6 24043.4 17504.7 9705.46 13134.7 42172.4 10968.8 8645 7110.64 9135.02 4827.84 3778.26 1727.19 1571.35 831.593 threshold=0 333.3454000000001 31.964640000000006 1 67.575000000000003 21.947000000000003 2022.5000000000002 31.872000000000003 200.13000000000002 51.072690000000009 21.624000000000002 217.36500000000004 198.14400000000003 2 195.14400000000003 57.065000000000012 2022.5000000000002 2022.5000000000002 238.08750000000003 114.12500000000001 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 6 5 7 -1 -5 9 11 15 12 13 17 -15 -11 -17 -2 -10 -18 right_child=8 -3 -4 4 -6 -7 -8 -9 18 10 -12 -13 -14 14 -16 16 19 -19 -20 -21 leaf_value=0.092151966278369621 -0.0350819550000184 0.52453084446135023 -0.32939201772212984 -0.012767223049326972 0.40244893769423168 0.44507276875632151 0.39341936076128925 0.2187032350897789 -0.18958304313512947 0.16332572209835053 0.52248544716835021 -0.17296656531256599 -0.20325499159949167 0.00046399686875746879 0.18460725813000292 0.076261229731819841 -0.029909231000476412 -0.091740828190726806 -0.082521938023896055 -0.11033275938034058 leaf_weight=52 141 21 24 491 24 21 54 35 26 20 20 37 21 12124 27 33 36 87 29 20 leaf_count=52 141 21 24 491 24 21 54 35 26 20 20 37 21 12124 27 33 36 87 29 20 internal_value=0 0.0676742 0.0549534 0.0685787 0.0350967 0.0196205 0.224453 0.0026348 -0.00058262 -2.92655e-06 0.100383 -0.00104416 -0.000531167 -0.000187262 0.000872452 0.0229335 -0.00861536 -0.0543194 -0.133133 -0.0586319 internal_weight=0 722 701 677 571 547 106 526 12621 12566 129 12437 12400 12379 12151 109 89 228 55 56 internal_count=13343 722 701 677 571 547 106 526 12621 12566 129 12437 12400 12379 12151 109 89 228 55 56 cat_boundaries=0 4 7 11 cat_threshold=512 16448 35651840 32 0 16384 35651840 16640 32768 1073741824 16777728 is_linear=0 shrinkage=0.01 Tree=358 num_leaves=24 num_cat=6 split_feature=25 24 24 9 1 6 1 1 5 5 12 1 26 0 25 24 25 0 26 1 26 1 1 split_gain=30628.1 105145 27858.8 55807.3 55615.2 21143.5 9986.33 12829.5 14746.2 11506 8765.46 8486.31 8256 8057.67 7861.21 38016.6 6495.35 5052.46 4032.07 2537.95 3870.72 1624.77 967.118 threshold=0 1 2 11.291750000000002 23.958040000000004 25.910000000000004 200.13000000000002 51.072690000000009 16.637711000000003 217.36500000000004 198.14400000000003 2.1690000000000005 2022.5000000000002 6.3720000000000008 3 4 5 59.752500000000005 2022.5000000000002 57.065000000000012 2022.5000000000002 238.08750000000003 117.39000000000001 decision_type=9 1 1 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 left_child=1 12 4 5 17 11 7 9 19 10 14 13 -1 -4 15 -2 -16 18 -3 -9 -21 -8 -22 right_child=6 2 3 -5 -6 -7 21 8 -10 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 20 22 -23 -24 leaf_value=0.27280574824128834 0.12432139102250231 -0.064511435217070354 0.051530720603809435 0.58143604946136473 0.42861572313308716 0.35167437577247618 -0.18949439172391538 0.15537226861715317 0.34897920387983322 -0.17235534570156 -0.1997535864873366 -0.13542080183485239 0.44232294801938332 -0.14429896396139394 -0.053776166273766204 -0.019440193832748469 -0.00098860079282942761 -0.27421054744720458 -0.15613408324453568 0.11458408548551446 -0.055382455045526684 -0.081696719095624731 0.030213388963179155 leaf_weight=56 271 103 243 20 20 20 27 20 20 39 22 33 59 23 228 530 11381 20 90 34 33 29 22 leaf_count=56 271 103 243 20 20 20 27 20 20 39 22 33 59 23 228 530 11381 20 90 34 33 29 22 internal_value=0 0.0676642 0.00994462 0.0670384 -0.0724635 0.0368893 -0.000426757 0.000165099 0.0993795 -0.000861175 -0.000323186 0.0158335 0.330993 0.0345981 3.03567e-05 0.0301315 -0.00207074 -0.122915 -0.107237 0.0535814 0.0307071 -0.133671 -0.0211441 internal_weight=0 687 572 339 233 319 12656 12600 129 12471 12432 299 115 266 12410 801 11609 213 193 109 89 56 55 internal_count=13343 687 572 339 233 319 12656 12600 129 12471 12432 299 115 266 12410 801 11609 213 193 109 89 56 55 cat_boundaries=0 4 5 6 10 11 15 cat_threshold=512 16448 2097408 32 544 2196 201326592 2162688 51070976 8192 2073 16640 32768 1073741824 16777728 is_linear=0 shrinkage=0.01 Tree=359 num_leaves=12 num_cat=0 split_feature=3 3 3 9 1 8 4 12 1 1 1 split_gain=24468.5 53513.1 17186 12570.7 9944.43 11661.5 10597.1 6715 10403 5120.98 3279.47 threshold=216.24000000000004 365.72000000000008 279.07800000000003 279.07800000000003 211.12500000000003 263.93200000000007 263.93200000000007 115.96500000000002 148.98750000000004 238.08750000000003 339.56250000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 5 6 7 8 -1 -6 -11 right_child=1 -3 -4 -5 9 -7 -8 -9 -10 10 -12 leaf_value=0.0031848335477825131 0.211569424236522 -0.21542866150538129 0.57541750817071824 -0.23152872629787613 -0.2489570438861847 0.22809237106986668 -0.16861141231324936 -0.13133203699782089 0.20737073388099669 0.013980847921754634 -0.13907065317034722 leaf_weight=13044 34 24 21 23 20 23 36 37 25 28 28 leaf_count=13044 34 24 21 23 20 23 36 37 25 28 28 internal_value=0 0.178568 0.350493 0.00205347 0.00245921 0.00311767 0.00272393 0.00319456 0.00357543 -0.111601 -0.0625449 internal_weight=0 79 55 13264 13241 13165 13142 13106 13069 76 56 internal_count=13343 79 55 13264 13241 13165 13142 13106 13069 76 56 is_linear=0 shrinkage=0.01 Tree=360 num_leaves=12 num_cat=0 split_feature=3 3 8 0 10 12 3 0 2 26 0 split_gain=33114.1 41010.9 28528.9 20565.4 22515.7 24260.8 14302.5 10232.7 8538.68 3291.95 2010.75 threshold=216.24000000000004 365.72000000000008 272.07425000000006 200.13000000000002 206.27675000000002 201.71813100000003 272.07425000000006 153.43270000000004 293.85000000000008 2022.5000000000002 259.57500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 4 5 7 -2 8 -1 -5 -11 right_child=1 -3 -4 9 -6 -7 -8 -9 -10 10 -12 leaf_value=-0.00053036123286066979 0.2161270364693233 -0.14074323198069696 -0.37060797645932153 -0.077014225644662093 -0.25045354752076998 0.3479984699487686 0.55267537054808247 0.21493003525517204 -0.169432710369428 -0.1290317006002773 -0.25322266191244125 leaf_weight=12992 28 23 21 34 36 20 23 22 30 22 32 leaf_count=12992 28 23 21 34 36 20 23 22 30 22 32 internal_value=0 0.209811 -0.00231996 -0.00173352 -0.000710025 -2.1816e-05 0.367904 -0.000555426 -0.000919477 -0.154094 -0.202626 internal_weight=0 74 13209 13188 13100 13064 51 13044 13022 88 54 internal_count=13283 74 13209 13188 13100 13064 51 13044 13022 88 54 is_linear=0 shrinkage=0.01 Tree=361 num_leaves=12 num_cat=2 split_feature=4 25 25 1 14 17 2 6 26 2 26 split_gain=57632.2 43035.4 20840.2 16274.3 13164.5 13055.4 12575 11800.2 6388.72 5679.92 2484.68 threshold=344.25000000000006 0 1 65.112000000000009 95.142500000000013 95.142500000000013 340.12500000000006 218.62500000000003 2022.5000000000002 65.112000000000009 2022.5000000000002 decision_type=2 9 9 2 2 2 2 2 2 2 2 left_child=1 8 3 9 5 6 7 -4 -1 10 -3 right_child=-2 2 4 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.13764936236234812 0.47855512504577641 -0.063298368558287618 -0.0017021512565623717 0.18659092755544757 -0.19812415985500109 0.23694434326627981 -0.24602421136129474 0.15704182414298362 0.29763639469941455 -0.26402695572376256 -0.12178864091858828 leaf_weight=52 25 160 12699 21 34 23 21 47 48 20 133 leaf_count=52 25 160 12699 21 34 23 21 47 48 20 133 internal_value=0 -0.00203131 -0.00367371 -0.0804877 -0.00161194 -0.00109081 -0.00151963 -0.00111679 0.194948 -0.100978 -0.0898486 internal_weight=0 13258 13158 334 12824 12790 12767 12746 100 313 293 internal_count=13283 13258 13158 334 12824 12790 12767 12746 100 313 293 cat_boundaries=0 4 8 cat_threshold=0 16384 33685760 2097152 256 0 2150432768 512 is_linear=0 shrinkage=0.01 Tree=362 num_leaves=14 num_cat=4 split_feature=4 8 25 25 24 6 25 0 2 26 6 26 26 split_gain=56485.3 45413.3 49462 20470.4 16696.4 15369.2 8056.52 13507.5 13102.7 6087.5 5378.69 2981.75 2936.03 threshold=344.25000000000006 272.07425000000006 0 1 2 218.62500000000003 3 176.53925000000004 189.44922000000003 2022.5000000000002 272.07425000000006 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 9 1 2 9 2 2 2 2 2 2 left_child=1 2 11 4 12 6 7 -5 -8 -6 -7 -1 -4 right_child=-2 -3 3 5 9 10 8 -9 -10 -11 -12 -13 -14 leaf_value=0.26504171476525779 0.47376957168579104 -0.45597300269386987 -0.013912516331967013 0.014954009994003589 -0.088882372626718484 0.29486671402340842 -0.0042859651841620121 0.24464176003749555 -0.18338627291888729 -0.19851219077700194 0.08620004562536876 0.16220407519075608 0.097988345514644276 leaf_weight=59 25 22 81 1679 106 21 11009 26 41 97 30 54 33 leaf_count=59 25 22 81 1679 106 21 11009 26 41 97 30 54 33 internal_value=0 -0.002011 -0.00125645 -0.00312395 -0.0812554 -0.00112799 -0.0018216 0.018349 -0.00494602 -0.134635 0.172122 0.198345 0.0169895 internal_weight=0 13258 13236 13123 317 12806 12755 1705 11050 203 51 113 114 internal_count=13283 13258 13236 13123 317 12806 12755 1705 11050 203 51 113 114 cat_boundaries=0 4 8 9 13 cat_threshold=0 16384 33554688 2260992 256 0 2150170624 16777728 1281 17929 2148040704 1073892352 8224 is_linear=0 shrinkage=0.01 Tree=363 num_leaves=10 num_cat=0 split_feature=4 8 0 0 10 12 2 0 0 split_gain=55361.2 44509.6 17418 38210.2 27793.2 22208.9 9697.92 1085.47 710.931 threshold=344.25000000000006 272.07425000000006 200.13000000000002 157.57350000000002 250.05000000000004 246.67500000000004 285.62500000000006 276.84975000000003 235.50000000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 -10 leaf_value=-0.00045590254374200617 0.46903186492919924 -0.45141326817599209 -0.14473524582982064 0.43644537234306335 -0.36448764937264577 0.3325796594619751 -0.1648120774825414 -0.18031522279832424 -0.064745400168001649 leaf_weight=13053 25 22 25 20 21 20 36 41 20 leaf_count=13053 25 22 25 20 21 20 36 41 20 internal_value=0 -0.00199089 -0.00124389 -0.000316188 -0.000981476 -0.000399156 -0.000907948 -0.143096 -0.109184 internal_weight=0 13258 13236 13150 13130 13109 13089 86 45 internal_count=13283 13258 13236 13150 13130 13109 13089 86 45 is_linear=0 shrinkage=0.01 Tree=364 num_leaves=17 num_cat=3 split_feature=25 0 0 25 2 2 8 25 2 0 26 26 2 0 26 8 split_gain=38965.9 23306.4 37778.4 17854.6 10492.4 11478.1 10572.8 8596.15 4948.93 4728.52 3463.3 2074.15 1848.93 1677.69 871.595 104.475 threshold=0 200.13000000000002 157.57350000000002 1 67.575000000000003 181.87500000000003 176.53925000000004 2 128.13850000000005 11.177000000000001 2022.5000000000002 2022.5000000000002 263.93200000000007 269.79925000000003 2022.5000000000002 239.51250000000002 decision_type=9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 left_child=9 2 3 10 6 8 7 -5 -6 14 -2 -3 -7 -13 -1 -8 right_child=1 11 -4 4 5 12 15 -9 -10 -11 -12 13 -14 -15 -16 -17 leaf_value=0.10332020232843797 -0.084251220703125004 -0.11208243096547742 0.43208092629909517 0.027553079586661325 0.11740970746064798 0.056822055309049546 -0.14453735770285131 -0.0044258243723637172 0.30236019621724669 0.28833349037170414 -0.19924471712112429 -0.16376285366714002 -0.046643667893531998 -0.28393628892444428 0.14796101323674235 -0.1761168508096175 leaf_weight=86 55 31 20 895 39 31 20 11816 23 20 50 26 39 21 89 22 leaf_count=86 55 31 20 895 39 31 20 11816 23 20 50 26 39 21 89 22 internal_value=0 -0.00323282 -0.00220203 -0.00287067 -0.0017599 0.0869367 -0.00267934 -0.00215595 0.18602 0.135711 -0.126922 -0.175578 -0.000823133 -0.217457 0.126023 -0.161079 internal_weight=0 13088 13010 12990 12885 132 12753 12711 62 195 105 78 70 47 175 42 internal_count=13283 13088 13010 12990 12885 132 12753 12711 62 195 105 78 70 47 175 42 cat_boundaries=0 3 6 10 cat_threshold=0 16448 256 256 0 2621440 67125257 2148040704 37768192 2269216 is_linear=0 shrinkage=0.01 Tree=365 num_leaves=10 num_cat=0 split_feature=3 4 5 0 26 0 5 2 0 split_gain=31190.2 28350.7 14261.1 18557.7 9086.25 8660.62 10962.2 10251.1 2993.21 threshold=333.3454000000001 365.72000000000008 279.07800000000003 220.33000000000001 2022.5000000000002 181.87500000000003 205.12500000000003 228.18750000000003 293.85000000000008 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 -6 right_child=-2 -3 -4 4 8 -7 -8 -9 -10 leaf_value=-0.00033950441384585496 0.31181664168834688 -0.35944242217323996 0.20142473806653705 -0.018554534098276725 -0.17593114695765757 0.18248153393085187 -0.18224049698222769 0.13289917493688649 -0.34496239566802978 leaf_weight=13099 32 22 35 26 22 26 33 58 20 leaf_count=13099 32 22 35 26 22 26 33 58 20 internal_value=0 -0.000758448 -0.000165982 -0.000697123 -0.165473 0.000150694 -0.000208715 0.000247852 -0.256422 internal_weight=0 13341 13319 13284 68 13216 13190 13157 42 internal_count=13373 13341 13319 13284 68 13216 13190 13157 42 is_linear=0 shrinkage=0.01 Tree=366 num_leaves=11 num_cat=2 split_feature=25 3 25 5 4 0 2 26 26 26 split_gain=59470.6 49052.2 34756.6 19951.8 18853.7 11547.9 16030.7 4832.36 3892.59 3797.74 threshold=0 333.3454000000001 1 279.07800000000003 333.3454000000001 200.13000000000002 279.07800000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 left_child=9 2 7 4 5 6 -4 -2 -7 -1 right_child=1 -3 3 -5 -6 8 -8 -9 -10 -11 leaf_value=-0.17666706470021029 0.10604376004139583 0.42015514305659701 -0.00046840186163965813 0.25288977284585273 -0.30790151691436768 -0.037365740636984508 0.22720632480036826 0.22917109489440918 -0.18508887148716233 -0.29112038725513523 leaf_weight=57 60 28 12945 31 20 30 31 68 44 59 leaf_count=57 60 28 12945 31 20 30 31 68 44 59 internal_value=0 0.00204321 0.00115979 -0.000503653 -0.00110505 -0.000634862 7.5519e-05 0.159031 -0.125201 -0.216239 internal_weight=0 13257 13229 13101 13070 13050 12976 128 74 116 internal_count=13373 13257 13229 13101 13070 13050 12976 128 74 116 cat_boundaries=0 4 8 cat_threshold=0 0 35782656 32768 256 16384 524544 32 is_linear=0 shrinkage=0.01 Tree=367 num_leaves=10 num_cat=0 split_feature=3 4 5 0 26 0 5 2 0 split_gain=29903 27389.6 13686.6 17953.2 8813.76 8579.04 10714.8 9875.42 2946.82 threshold=333.3454000000001 365.72000000000008 279.07800000000003 220.33000000000001 2022.5000000000002 181.87500000000003 199.12500000000003 228.18750000000003 293.85000000000008 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 -6 right_child=-2 -3 -4 4 8 -7 -8 -9 -10 leaf_value=-0.00030309270388038158 0.30531446337699891 -0.35329458670182662 0.19732873705455234 -0.018052062804882342 -0.17246105169708079 0.18162339540628289 -0.17013878564576845 0.13047152363020798 -0.34017724180221559 leaf_weight=13095 32 22 35 26 22 26 37 58 20 leaf_count=13095 32 22 35 26 22 26 37 58 20 internal_value=0 -0.000742643 -0.000160306 -0.00068064 -0.162751 0.000153255 -0.000204457 0.000273576 -0.252326 internal_weight=0 13341 13319 13284 68 13216 13190 13153 42 internal_count=13373 13341 13319 13284 68 13216 13190 13153 42 is_linear=0 shrinkage=0.01 Tree=368 num_leaves=11 num_cat=2 split_feature=25 3 25 5 4 0 0 26 26 26 split_gain=58280.2 47369.4 34088.4 19274.9 18137.3 11169.3 11446 4738.97 3718.83 3704.91 threshold=0 333.3454000000001 1 279.07800000000003 333.3454000000001 200.13000000000002 109.32500000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 left_child=9 2 7 4 5 6 -4 -2 -7 -1 right_child=1 -3 3 -5 -6 8 -8 -9 -10 -11 leaf_value=-0.17502011382788943 0.10502928888797759 0.4129004430770874 -0.00050228403718190944 0.24856520898880496 -0.30199553394317624 -0.037277468780676525 0.15262437007865129 0.22696110052220964 -0.18166587589816616 -0.28806589142750882 leaf_weight=57 60 28 12927 31 20 30 49 68 44 59 leaf_count=57 60 28 12927 31 20 30 49 68 44 59 internal_value=0 0.00202275 0.00115464 -0.00049275 -0.00108385 -0.000622686 7.59532e-05 0.157501 -0.12313 -0.214064 internal_weight=0 13257 13229 13101 13070 13050 12976 128 74 116 internal_count=13373 13257 13229 13101 13070 13050 12976 128 74 116 cat_boundaries=0 4 8 cat_threshold=0 0 35782656 32768 256 16384 524544 32 is_linear=0 shrinkage=0.01 Tree=369 num_leaves=12 num_cat=2 split_feature=25 3 25 5 0 2 0 26 26 0 26 split_gain=57120.4 46426.8 36860.1 18406.8 14549.3 16475.4 10769.6 3631.18 2080.07 2704.45 2022.15 threshold=0 333.3454000000001 1 279.07800000000003 200.13000000000002 279.07800000000003 153.43270000000004 2022.5000000000002 2022.5000000000002 259.57500000000005 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 2 left_child=7 2 10 4 5 6 -4 -1 -6 -10 -2 right_child=1 -3 3 -5 8 -7 -8 -9 9 -11 -12 leaf_value=-0.17326991328021937 0.14558608555275462 0.40877144949776784 -0.0011086001868115759 0.23911671608686447 -0.076432559872046113 0.23387455936272938 0.22553402128673736 -0.28518523345559332 -0.1060767732495847 -0.26116208239035177 0.2337122174501419 leaf_weight=57 46 28 12963 32 32 30 21 59 23 22 60 leaf_count=57 46 28 12963 32 32 30 21 59 23 22 60 internal_value=0 0.00200253 0.00114309 -0.000426237 -0.00101211 -0.000201194 -0.000742034 -0.211923 -0.138067 -0.181896 0.178618 internal_weight=0 13257 13229 13123 13091 13014 12984 116 77 45 106 internal_count=13373 13257 13229 13123 13091 13014 12984 116 77 45 106 cat_boundaries=0 4 8 cat_threshold=0 0 35782656 32768 0 16384 524544 131104 is_linear=0 shrinkage=0.01 Tree=370 num_leaves=9 num_cat=0 split_feature=10 8 5 7 4 3 0 3 split_gain=51913.5 22167 19580.7 18109.8 45089.9 12742.5 11058.1 641.778 threshold=279.07800000000003 272.07425000000006 333.3454000000001 279.07800000000003 333.3454000000001 238.08750000000003 269.79925000000003 333.3454000000001 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=0.0016444472544433304 0.47477487564086918 -0.31789073423905806 -0.29828479159962046 0.27474321067333224 -0.45254245324568315 -0.12705861568450927 -0.16487910082936288 -0.20275641838709516 leaf_weight=13025 23 22 22 24 22 21 40 24 leaf_count=13025 23 22 22 24 22 21 40 24 internal_value=0 -0.000729438 -0.000199953 0.000298516 -0.000203058 0.000556017 0.00113462 -0.167431 internal_weight=0 13200 13178 13156 13132 13110 13065 45 internal_count=13223 13200 13178 13156 13132 13110 13065 45 is_linear=0 shrinkage=0.01 Tree=371 num_leaves=11 num_cat=2 split_feature=25 26 10 8 5 13 25 26 3 13 split_gain=67284.4 70270.7 62975.9 21428 16530.8 15945.1 9028.37 23631.5 10637.2 7523.15 threshold=0 2022.5000000000002 279.07800000000003 272.07425000000006 333.3454000000001 92.932500000000019 1 2022.5000000000002 293.85000000000008 214.15000000000003 decision_type=9 2 2 2 2 2 9 2 2 2 left_child=1 -1 3 4 5 6 7 -2 -8 -7 right_child=2 -3 -4 -5 -6 9 8 -9 -10 -11 leaf_value=0.01572240415609108 0.23315213349827549 0.54107561627212841 0.5325918373194608 -0.31471181522716174 -0.28270244507562547 0.3000969440460205 -0.0037552325914594008 -0.057407721866260877 0.22149133773077104 0.049493740952533227 leaf_weight=53 57 49 22 22 21 25 12875 55 21 23 leaf_count=53 57 49 22 22 21 25 12875 55 21 23 internal_value=0 0.244161 -0.0019852 -0.00288455 -0.00235995 -0.00190903 -0.00258034 0.0830512 -0.00338581 0.180016 internal_weight=0 102 13121 13099 13077 13056 13008 112 12896 48 internal_count=13223 102 13121 13099 13077 13056 13008 112 12896 48 cat_boundaries=0 3 7 cat_threshold=0 16384 2621696 256 0 33554432 172032 is_linear=0 shrinkage=0.01 Tree=372 num_leaves=11 num_cat=2 split_feature=25 26 3 4 0 8 12 25 8 0 split_gain=65945.5 68872.4 53357.1 14632.9 16786.3 11403.8 14771.2 11038.3 383.415 117.256 threshold=0 2022.5000000000002 333.3454000000001 333.3454000000001 269.79925000000003 172.87500000000003 238.56750000000002 1 228.56250000000003 344.25000000000006 decision_type=9 2 2 2 2 2 2 9 2 2 left_child=1 -1 3 4 5 6 7 -2 -7 -6 right_child=2 -3 -4 -5 9 8 -8 -9 -10 -11 leaf_value=0.015565174030807783 0.09512417813651583 0.53566487594526646 0.43410033702850342 -0.25491049103114916 -0.21584448229182851 -0.16643469313383105 0.27040263438224793 -0.0024503483565744984 -0.11601003508965828 -0.18280894143240795 leaf_weight=53 107 49 28 23 22 25 20 12837 38 21 leaf_count=53 107 49 28 23 22 25 20 12837 38 21 internal_value=0 0.241719 -0.00196535 -0.0028994 -0.00245592 -0.00180481 -0.00115258 -0.00157216 -0.13602 -0.199711 internal_weight=0 102 13121 13093 13070 13027 12964 12944 63 43 internal_count=13223 102 13121 13093 13070 13027 12964 12944 63 43 cat_boundaries=0 3 7 cat_threshold=0 16384 2621696 256 0 33554432 172032 is_linear=0 shrinkage=0.01 Tree=373 num_leaves=10 num_cat=2 split_feature=25 26 10 5 9 7 4 25 7 split_gain=64632.8 67501.8 61663.6 16167 9327.27 11820.1 43245.3 10502.2 2252.28 threshold=0 2022.5000000000002 279.07800000000003 333.3454000000001 273.29900000000004 162.18600000000004 293.85000000000008 1 255.10500000000002 decision_type=9 2 2 2 2 2 2 9 2 left_child=1 -1 3 4 5 6 7 -2 -7 right_child=2 -3 -4 -5 -6 8 -8 -9 -10 leaf_value=0.015409534022493183 0.058719862810599759 0.53030822870682703 0.52703268874775289 -0.28007555053347633 -0.21297047407854172 0.1831870804892646 -0.43597672586855679 -0.0033056309858456008 0.068813118067654694 leaf_weight=53 269 49 22 21 21 36 23 12696 33 leaf_count=53 269 49 22 21 21 36 23 12696 33 internal_value=0 0.239302 -0.00194499 -0.0028349 -0.00238972 -0.00205104 -0.00274453 -0.00197597 0.128486 internal_weight=0 102 13121 13099 13078 13057 12988 12965 69 internal_count=13223 102 13121 13099 13078 13057 12988 12965 69 cat_boundaries=0 3 7 cat_threshold=0 16384 2621696 256 524288 37896192 172032 is_linear=0 shrinkage=0.01 Tree=374 num_leaves=9 num_cat=1 split_feature=25 26 10 8 5 7 4 13 split_gain=63346.3 66158.5 60436.4 20901.6 15905.3 21196.8 31417 12045.1 threshold=0 2022.5000000000002 279.07800000000003 272.07425000000006 333.3454000000001 279.07800000000003 333.3454000000001 92.932500000000019 decision_type=9 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 7 -2 right_child=2 -3 -4 -5 -6 -7 -8 -9 leaf_value=0.015255419893084833 -0.0023262630078753812 0.52500511237553193 0.52176235242323443 -0.31077967210249469 -0.27727479571387881 0.30146529301353125 -0.39841628789901734 0.16531847349433013 leaf_weight=53 12970 49 22 22 21 23 20 43 leaf_count=53 12970 49 22 22 21 23 20 43 internal_value=0 0.236909 -0.00192512 -0.00280613 -0.00228801 -0.00184571 -0.00238098 -0.0017723 internal_weight=0 102 13121 13099 13077 13056 13033 13013 internal_count=13223 102 13121 13099 13077 13056 13033 13013 cat_boundaries=0 3 cat_threshold=0 16384 2621696 is_linear=0 shrinkage=0.01 Tree=375 num_leaves=11 num_cat=2 split_feature=25 10 3 25 3 6 9 6 26 26 split_gain=40464.6 28342.6 13947 11954 10286.5 9756.82 13136 1601.06 118.993 4.64249 threshold=0 279.07800000000003 365.72000000000008 1 255.10500000000002 218.62500000000003 257.43900000000002 355.00000000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 left_child=9 2 3 8 5 6 -5 -7 -2 -1 right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 leaf_value=0.20835180035952863 -0.12077528359755031 0.36623522327059788 -0.25300691257823599 -0.00062757201429667839 0.21594397046349265 0.17945950247347356 -0.2571053784415126 0.067087670053754545 -0.099870640976088387 0.20409778351369112 leaf_weight=58 53 21 22 13038 22 32 20 21 56 46 leaf_count=58 53 21 22 13038 22 32 20 21 56 46 internal_value=0 -0.000849277 -0.0014311 -0.00101313 -0.0001082 -0.000470814 -0.0010204 0.134935 -0.100789 0.188359 internal_weight=0 13285 13264 13242 13133 13111 13058 53 109 104 internal_count=13389 13285 13264 13242 13133 13111 13058 53 109 104 cat_boundaries=0 4 8 cat_threshold=256 16384 256 2129920 0 32768 33554432 32 is_linear=0 shrinkage=0.01 Tree=376 num_leaves=9 num_cat=1 split_feature=25 14 5 10 9 12 2 26 split_gain=39659.3 34761.6 19126.6 27704.5 19934 12216.9 14149.6 4.55009 threshold=0 182.65800000000004 279.07800000000003 250.05000000000004 257.43900000000002 246.67500000000004 285.62500000000006 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=0.20626827634614089 -0.00094808019530303613 0.34499945944753185 0.23884977571892016 -0.34164746850728989 -0.29572138994932173 0.23993680749620713 -0.21484489254413114 0.20205680468808052 leaf_weight=58 13124 29 33 24 23 21 31 46 leaf_count=58 13124 29 33 24 23 21 31 46 internal_value=0 -0.000840784 -0.00159801 -0.00219808 -0.00158086 -0.0010674 -0.00145213 0.186475 internal_weight=0 13285 13256 13223 13199 13176 13155 104 internal_count=13389 13285 13256 13223 13199 13176 13155 104 cat_boundaries=0 4 cat_threshold=256 16384 256 2129920 is_linear=0 shrinkage=0.01 Tree=377 num_leaves=9 num_cat=1 split_feature=25 14 0 3 10 7 4 26 split_gain=38870.1 34069.8 17526.6 31621 23808.1 14385.6 23388.2 4.45963 threshold=0 182.65800000000004 344.25000000000006 365.72000000000008 250.05000000000004 279.07800000000003 333.3454000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=0.20420561461613099 -0.00086412780479015565 0.34154945603732406 0.24834335940224783 -0.39943427562713624 -0.31618386834859846 0.22965142514970566 -0.32718924175609237 0.2000362176998802 leaf_weight=58 13135 29 28 20 24 27 22 46 leaf_count=58 13135 29 28 20 24 27 22 46 internal_value=0 -0.000832376 -0.00158203 -0.00211105 -0.00150941 -0.000936582 -0.00140978 0.18461 internal_weight=0 13285 13256 13228 13208 13184 13157 104 internal_count=13389 13285 13256 13228 13208 13184 13157 104 cat_boundaries=0 4 cat_threshold=256 16384 256 2129920 is_linear=0 shrinkage=0.01 Tree=378 num_leaves=13 num_cat=3 split_feature=25 10 3 25 7 11 25 7 7 11 26 26 split_gain=38096.6 28324 13320 11745 11084.4 10224.4 9187.82 6122.68 10334.5 558.936 113.195 4.37084 threshold=0 279.07800000000003 365.72000000000008 1 174.00000000000003 170.05500000000004 2 239.51250000000002 333.3454000000001 252.29100000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 9 2 2 2 2 2 left_child=11 2 3 10 5 6 -5 -6 -9 -7 -2 -1 right_child=1 -3 -4 4 7 9 -8 8 -10 -11 -12 -13 leaf_value=0.20216355422447468 -0.11953621954288123 0.36614015420277918 -0.24726156148043546 0.058698537984870118 0.24823781600365272 -0.12301023035496474 -0.0014619217456647718 -0.11061592435836792 0.20700747035798572 -0.19777222899720073 -0.099147295526095802 0.19803587097188702 leaf_weight=58 53 21 22 249 26 20 12777 20 21 20 56 46 leaf_count=58 53 21 22 249 26 20 12777 20 21 20 56 46 internal_value=0 -0.000824053 -0.00140566 -0.000997203 -0.000100228 -0.000758176 -0.000267977 0.128194 0.0520692 -0.160391 -0.0998964 0.182764 internal_weight=0 13285 13264 13242 13133 13066 13026 67 41 40 109 104 internal_count=13389 13285 13264 13242 13133 13066 13026 67 41 40 109 104 cat_boundaries=0 4 8 12 cat_threshold=256 16384 256 2129920 0 32768 33554432 32 0 0 1080115200 16916992 is_linear=0 shrinkage=0.01 Tree=379 num_leaves=8 num_cat=2 split_feature=25 14 5 10 9 7 25 split_gain=36325.9 33335 18643.8 27063.7 19595.4 14816.6 15854.4 threshold=0 182.65800000000004 279.07800000000003 250.05000000000004 257.43900000000002 333.3454000000001 1 decision_type=9 2 2 2 2 2 9 left_child=-1 2 3 4 5 6 -2 right_child=1 -3 -4 -5 -6 -7 -8 leaf_value=0.17393708687027296 -0.065029291843804793 0.33783473820521914 0.23581741997689912 -0.33766937315464018 -0.29318985679875254 0.27092560625076295 0.00043316396561107756 leaf_weight=110 371 29 33 24 23 20 12779 leaf_count=110 371 29 33 24 23 20 12779 internal_value=0 -0.000834236 -0.0015761 -0.00216882 -0.0015585 -0.0010492 -0.00146285 internal_weight=0 13279 13250 13217 13193 13170 13150 internal_count=13389 13279 13250 13217 13193 13170 13150 cat_boundaries=0 4 8 cat_threshold=256 16384 16640 32768 0 2129984 33685504 32 is_linear=0 shrinkage=0.01 Tree=380 num_leaves=10 num_cat=2 split_feature=25 7 8 5 25 26 10 7 26 split_gain=49128.6 30666.5 38395.4 13841.3 23768.8 13892.8 12515.8 12480.5 7946.52 threshold=0 284.98750000000007 279.07800000000003 284.98750000000007 1 2022.5000000000002 233.43000000000004 211.12500000000003 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 left_child=8 2 3 4 5 -2 7 -6 -1 right_child=1 -3 -4 -5 6 -7 -8 -9 -10 leaf_value=-0.12800489924170755 0.043611797945840018 -0.34513374860470108 0.41605357603593307 0.19945133489720962 -0.0038514516878829642 0.27175507498722451 -0.22737709178924562 0.21546058031228874 -0.28439105170546103 leaf_weight=66 56 26 22 34 13027 51 25 26 64 leaf_count=66 56 26 22 34 13027 51 25 26 64 internal_value=0 -0.00203303 -0.00136085 -0.00205554 -0.00257516 0.139331 -0.0038398 -0.00341461 -0.190353 internal_weight=0 13267 13241 13219 13185 107 13078 13053 130 internal_count=13397 13267 13241 13219 13185 107 13078 13053 130 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2097152 0 0 4194560 163872 is_linear=0 shrinkage=0.01 Tree=381 num_leaves=10 num_cat=2 split_feature=25 7 9 25 26 1 5 6 26 split_gain=48151 30056.3 26573.2 22221.1 23387 12652.2 10536.6 9700.37 7788.39 threshold=0 284.98750000000007 223.50400000000005 1 2022.5000000000002 339.56250000000006 284.98750000000007 211.12500000000003 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 left_child=8 2 3 4 -2 6 7 -5 -1 right_child=1 -3 -4 5 -6 -7 -8 -9 -10 leaf_value=-0.1267248503367106 -0.0031265378211225783 -0.34168240198722255 0.26271469947857484 -0.0027950886394373115 0.2833780773960311 -0.23770280649480613 0.19815345764160155 -0.13588056703047319 -0.28154713354073463 leaf_weight=66 56 26 38 12985 58 23 26 55 64 leaf_count=66 56 26 38 12985 58 23 26 55 64 internal_value=0 -0.0020127 -0.00134724 -0.00210725 0.131136 -0.00336536 -0.00295543 -0.00335642 -0.188449 internal_weight=0 13267 13241 13203 114 13089 13066 13040 130 internal_count=13397 13267 13241 13203 114 13089 13066 13040 130 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2097152 0 0 4260096 131104 is_linear=0 shrinkage=0.01 Tree=382 num_leaves=11 num_cat=2 split_feature=25 4 10 2 25 11 5 26 26 11 split_gain=47192.8 26390.4 24117.7 17512.6 21616.8 8973.71 10273.3 8643.76 7633.4 1088.12 threshold=0 344.25000000000006 259.57500000000005 340.12500000000006 1 92.932500000000019 172.87500000000003 2022.5000000000002 2022.5000000000002 229.26450000000003 decision_type=9 2 2 2 9 2 2 2 2 2 left_child=8 2 3 4 7 6 -6 -2 -1 -7 right_child=1 -3 -4 -5 5 9 -8 -9 -10 -11 leaf_value=-0.12545760125824898 0.041438968099396803 0.32260185317993162 -0.32614604473114012 -0.2664636179447174 -0.0029432135875419856 -0.15286450085071165 0.11852917364665441 0.20599094417733205 -0.27873166125267745 -0.064346463084220887 leaf_weight=66 58 25 23 25 12933 41 70 71 64 21 leaf_count=66 58 25 23 25 12933 41 70 71 64 21 internal_value=0 -0.00199257 -0.00260689 -0.00204395 -0.00154293 -0.00285937 -0.00228928 0.122509 -0.186564 -0.122883 internal_weight=0 13267 13242 13219 13194 13065 13003 129 130 62 internal_count=13397 13267 13242 13219 13194 13065 13003 129 130 62 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2097152 0 0 4718848 163840 is_linear=0 shrinkage=0.01 Tree=383 num_leaves=12 num_cat=3 split_feature=25 7 8 6 25 24 26 1 6 26 26 split_gain=46253.6 29407.7 37400.8 14824.4 13410.3 98781.1 40242.1 11666.3 9524.97 7481.49 670.418 threshold=0 284.98750000000007 279.07800000000003 297.60100000000006 1 2 2022.5000000000002 339.56250000000006 176.53925000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 2 2 2 left_child=9 2 3 4 5 6 -2 8 -6 -1 -7 right_child=1 -3 -4 -5 7 10 -8 -9 -10 -11 -12 leaf_value=-0.12420302427176273 0.12325621184180766 -0.33795767582379854 0.41065763733603738 0.24630680839220684 -0.002934585363885499 -0.085899790287017816 0.52051177777496038 -0.24519135966990141 -0.13726852425989117 -0.27594435118138788 -0.12951160390612107 leaf_weight=66 51 26 22 24 12879 70 51 20 53 64 71 leaf_count=66 51 26 22 24 12879 70 51 20 53 64 71 internal_value=0 -0.00197264 -0.00131439 -0.00200003 -0.00245167 0.0696595 0.293144 -0.00385539 -0.00348513 -0.184699 -0.100717 internal_weight=0 13267 13241 13219 13195 243 102 12952 12932 130 141 internal_count=13397 13267 13241 13219 13195 243 102 12952 12932 130 141 cat_boundaries=0 3 7 8 cat_threshold=67108864 16384 2097152 1 0 256 163840 964 is_linear=0 shrinkage=0.01 Tree=384 num_leaves=11 num_cat=4 split_feature=25 7 8 6 25 26 25 24 26 0 split_gain=45333.2 28822.5 36656.5 14529.4 20546.9 10865.1 9949.67 29997.3 7332.61 4778.39 threshold=0 284.98750000000007 279.07800000000003 297.60100000000006 1 2022.5000000000002 2 3 2022.5000000000002 181.87500000000003 decision_type=9 2 2 2 9 2 9 1 2 2 left_child=8 2 3 4 5 -2 7 -6 -1 -8 right_child=1 -3 -4 -5 6 -7 9 -9 -10 -11 leaf_value=-0.12296099460486209 0.043038647579295299 -0.33457809191483717 0.40655106111006306 0.24384374876817067 0.045560511840095831 0.24279386934244407 0.0001056492924644312 -0.050432395847534617 -0.27318491098470987 -0.12421748859267082 leaf_weight=66 56 26 22 24 429 53 11354 1272 64 31 leaf_count=66 56 26 22 24 429 53 11354 1272 64 31 internal_value=0 -0.00195292 -0.00130125 -0.00198003 -0.00242715 0.128389 -0.00361213 -0.0260978 -0.182852 -0.000232663 internal_weight=0 13267 13241 13219 13195 109 13086 1701 130 11385 internal_count=13397 13267 13241 13219 13195 109 13086 1701 130 11385 cat_boundaries=0 3 7 11 12 cat_threshold=67108864 16384 2097152 0 0 4194560 163872 134220352 2106960 3439476800 4260416 1090 is_linear=0 shrinkage=0.01 Tree=385 num_leaves=9 num_cat=2 split_feature=25 2 8 19 2 8 25 26 split_gain=38864.5 21791.4 46454.7 10961.3 9563.36 8920.53 10296.9 6459.25 threshold=0 285.62500000000006 272.07425000000006 74.97834300000001 230.65000000000003 157.13100000000003 1 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 left_child=7 2 3 4 5 6 -2 -1 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=0.092472981607660348 0.042589238370710519 -0.2502020859718323 0.48123272418975832 0.2328468234539032 0.19799573540687562 -0.15900275452269447 -0.0031628801837886521 0.2116853998872367 leaf_weight=94 502 35 20 20 24 36 12538 88 leaf_count=94 502 35 20 20 24 36 12538 88 internal_value=0 -0.00101098 -0.000348002 -0.00108212 -0.00143926 -0.00180531 -0.00137133 0.142296 internal_weight=0 13175 13140 13120 13100 13076 13040 182 internal_count=13357 13175 13140 13120 13100 13076 13040 182 cat_boundaries=0 3 7 cat_threshold=0 16384 2149581056 67125248 16 50987008 16949280 is_linear=0 shrinkage=0.01 Tree=386 num_leaves=11 num_cat=3 split_feature=25 2 8 4 7 25 24 19 4 4 split_gain=38090.9 21357.8 45530.2 12578.7 20347.6 13198.9 19676.5 7624.08 1261.51 3236.93 threshold=0 285.62500000000006 272.07425000000006 149.69580000000005 255.10500000000002 1 2 54.201000000000008 219.40000000000003 293.85000000000008 decision_type=9 2 2 2 2 9 1 2 2 2 left_child=-1 2 3 4 5 6 -2 -7 -5 -10 right_child=1 -3 -4 8 -6 7 -8 -9 9 -11 leaf_value=0.14087275300795832 0.14759282396598297 -0.24770007222039359 0.47642037773132323 0.16868148597081503 -0.26202665583292645 -0.0038257180365518536 0.011813372677473325 0.17840953272321952 0.024118743503794952 0.16931112936564854 leaf_weight=182 133 35 20 30 30 12395 447 23 34 28 leaf_count=182 133 35 20 30 30 12395 447 23 34 28 internal_value=0 -0.00100057 -0.000344221 -0.001071 -0.00189382 -0.00129342 0.0449229 -0.00348538 0.115448 0.0896895 internal_weight=0 13175 13140 13120 13028 12998 580 12418 92 62 internal_count=13357 13175 13140 13120 13028 12998 580 12418 92 62 cat_boundaries=0 3 7 8 cat_threshold=0 16384 2149581056 67125248 16 1124990976 16949280 2208 is_linear=0 shrinkage=0.01 Tree=387 num_leaves=12 num_cat=2 split_feature=25 2 8 4 3 25 8 0 26 4 4 split_gain=37371.3 20933 44623.9 12328.1 15141.6 12793.6 8464.77 7237.2 6330.71 1236.41 3172.51 threshold=0 285.62500000000006 272.07425000000006 149.69580000000005 293.85000000000008 1 172.87500000000003 13.106250000000001 2022.5000000000002 219.40000000000003 293.85000000000008 decision_type=9 2 2 2 2 9 2 2 2 2 2 left_child=8 2 3 4 5 7 -7 -2 -1 -5 -11 right_child=1 -3 -4 9 -6 6 -8 -9 -10 10 -12 leaf_value=0.090139530085502795 0.062518305536450408 -0.24522306673867364 0.47165614986419679 0.16699466546376546 -0.26399841612035579 -0.0029282763857238865 -0.18711985533237457 -0.11273571071624756 0.20815982725132595 0.023877558427698471 0.16761801549366542 leaf_weight=94 410 35 20 30 22 12546 25 25 88 34 28 leaf_count=94 410 35 20 30 22 12546 25 25 88 34 28 internal_value=0 -0.00098936 -0.000339566 -0.00105907 -0.00187366 -0.00143027 -0.00329196 0.0512677 0.139537 0.114293 0.0887926 internal_weight=0 13175 13140 13120 13028 13006 12571 435 182 92 62 internal_count=13357 13175 13140 13120 13028 13006 12571 435 182 92 62 cat_boundaries=0 3 7 cat_threshold=0 16384 2149581056 67125248 0 1124728832 16949280 is_linear=0 shrinkage=0.01 Tree=388 num_leaves=11 num_cat=2 split_feature=25 2 8 4 7 3 25 26 4 4 split_gain=36627.6 20516.5 43735.9 12082.8 19952 14908.5 14456.7 6204.73 1211.8 3109.38 threshold=0 285.62500000000006 272.07425000000006 149.69580000000005 255.10500000000002 293.85000000000008 1 2022.5000000000002 219.40000000000003 293.85000000000008 decision_type=9 2 2 2 2 2 9 2 2 2 left_child=7 2 3 4 5 6 -2 -1 -5 -10 right_child=1 -3 -4 8 -6 -7 -8 -9 9 -11 leaf_value=0.089238129904929617 0.052409048079837366 -0.24277083683013917 0.46693960571289062 0.16532472324371336 -0.25944660377502443 -0.26135843233628708 -0.0029080739446067779 0.20607824639840558 0.023638779135311351 0.16594183751514979 leaf_weight=94 481 35 20 30 30 22 12495 88 34 28 leaf_count=94 481 35 20 30 30 22 12495 88 34 28 internal_value=0 -0.000979466 -0.000336171 -0.00104848 -0.00185492 -0.00126039 -0.000819407 0.138142 0.11315 0.0879047 internal_weight=0 13175 13140 13120 13028 12998 12976 182 92 62 internal_count=13357 13175 13140 13120 13028 12998 12976 182 92 62 cat_boundaries=0 3 7 cat_threshold=0 16384 2149581056 67125248 16 1124728832 172064 is_linear=0 shrinkage=0.01 Tree=389 num_leaves=9 num_cat=1 split_feature=25 8 13 2 4 7 9 4 split_gain=44714.6 23258.7 16031.5 16602.3 13605.4 21276.4 14665.2 3179.62 threshold=0 279.07800000000003 206.70431000000005 285.62500000000006 216.24000000000004 255.10500000000002 176.53925000000004 255.10500000000002 decision_type=9 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 6 -2 -6 right_child=1 -3 -4 -5 7 -7 -8 -9 leaf_value=0.19317421352863315 -0.00057813744596789916 0.32414557196877219 0.28163383650779727 -0.22920180592685938 0.24320102388208564 -0.26351794919660015 -0.17390307575236169 0.093528389453887931 leaf_weight=110 13031 22 20 32 22 31 49 40 leaf_count=110 13031 22 20 32 22 31 49 40 internal_value=0 -0.000731918 -0.00127291 -0.00170139 -0.00114875 -0.00184761 -0.00122744 0.146638 internal_weight=0 13247 13225 13205 13173 13111 13080 62 internal_count=13357 13247 13225 13205 13173 13111 13080 62 cat_boundaries=0 3 cat_threshold=0 16384 35651840 is_linear=0 shrinkage=0.01 Tree=390 num_leaves=12 num_cat=3 split_feature=25 10 25 26 7 0 3 7 25 3 26 split_gain=51038.9 46251 22948.6 72747.2 17204.4 24677.5 22639.6 10769.9 10711.2 991.42 928.346 threshold=0 279.07800000000003 1 2022.5000000000002 162.18600000000004 344.25000000000006 228.18750000000003 239.51250000000002 2 333.3454000000001 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 9 2 2 left_child=10 2 3 -2 5 6 8 -6 -4 -8 -1 right_child=1 -3 4 -5 7 -7 9 -9 -10 -11 -12 leaf_value=-0.17498220370661827 -0.086406686347827583 0.47067903200785316 -0.055929522008396855 0.44197152444471921 0.30435126304626464 0.31280826187133792 -0.18122433450486924 0.049886206846970781 0.00063004762782873898 -0.27411688661575317 -0.22811921011550088 leaf_weight=62 57 21 334 48 29 25 27 39 12559 20 70 leaf_count=62 57 21 334 48 29 25 27 39 12559 20 70 internal_value=0 0.00175181 0.0010036 0.141647 -0.000237992 -0.00107026 -0.00167667 0.158408 -0.000878049 -0.220753 -0.188854 internal_weight=0 13159 13138 105 13033 12965 12940 68 12893 47 132 internal_count=13291 13159 13138 105 13033 12965 12940 68 12893 47 132 cat_boundaries=0 4 7 10 cat_threshold=256 16384 33554432 32800 0 0 525568 0 80 2147483648 is_linear=0 shrinkage=0.01 Tree=391 num_leaves=12 num_cat=4 split_feature=25 10 25 26 7 0 25 24 7 6 26 split_gain=50023.1 45330.7 21397.6 81583.4 17098 24190.8 14253.9 25631.8 10767.4 6561.08 909.872 threshold=0 279.07800000000003 1 2022.5000000000002 162.18600000000004 344.25000000000006 2 3 239.51250000000002 235.50000000000003 2022.5000000000002 decision_type=9 2 9 2 2 2 9 1 2 2 2 left_child=10 2 3 -2 5 6 7 -4 -6 -8 -1 right_child=1 -3 4 -5 8 -7 9 -9 -10 -11 -12 leaf_value=-0.17323238017097597 -0.10798699105372193 0.46597223667871385 0.052211747462932882 0.42570156013524091 0.30382354341704271 0.30968019180297851 0.00043698061542049978 -0.12543533197398912 0.049387345803089629 -0.14522371038313836 -0.2258380185876574 leaf_weight=62 61 21 120 54 29 25 12553 226 39 31 70 leaf_count=62 61 21 120 54 29 25 12553 226 39 31 70 internal_value=0 0.00173387 0.000993145 0.131205 -0.00025725 -0.00108759 -0.00168846 -0.0640877 0.157897 7.80914e-05 -0.186965 internal_weight=0 13159 13138 115 13023 12955 12930 346 68 12584 132 internal_count=13291 13159 13138 115 13023 12955 12930 346 68 12584 132 cat_boundaries=0 4 7 10 11 cat_threshold=256 16384 33554432 32800 0 32768 524544 0 80 2147483648 1052 is_linear=0 shrinkage=0.01 Tree=392 num_leaves=13 num_cat=4 split_feature=25 3 25 26 14 13 6 13 25 24 1 26 split_gain=49027.3 33109.7 20439.5 61424.3 9951.92 7159.01 32217.9 17144.3 9355.49 15809.5 13949.9 891.766 threshold=0 333.3454000000001 1 2022.5000000000002 182.65800000000004 24.080000000000002 8.790750000000001 30.599500000000003 2 3 272.07425000000006 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 9 1 2 2 left_child=11 2 3 -2 5 8 7 -7 9 -4 -10 -1 right_child=1 -3 4 -5 -6 6 -8 -9 10 -11 -12 -13 leaf_value=-0.17150005559767448 -0.073307791813998158 0.33923706416426036 0.034189831806080685 0.35565851194517956 0.19898486309051513 0.26854474622011187 0.44241477245092392 -0.056504066018171095 0.00024130550592170116 -0.12494489387342124 -0.23163037702441217 -0.22357963982650211 leaf_weight=62 71 29 102 63 25 20 20 86 12570 147 26 70 leaf_count=62 71 29 102 63 25 20 20 86 12570 147 26 70 internal_value=0 0.00171598 0.000971807 0.119456 -0.00034152 -0.00072596 0.0742844 0.0048259 -0.00146176 -0.060954 -0.000237124 -0.185096 internal_weight=0 13159 13130 134 12996 12971 126 106 12845 249 12596 132 internal_count=13291 13159 13130 134 12996 12971 126 106 12845 249 12596 132 cat_boundaries=0 4 7 10 11 cat_threshold=256 16384 33554432 32800 0 32768 590080 0 64 16777216 3352 is_linear=0 shrinkage=0.01 Tree=393 num_leaves=11 num_cat=3 split_feature=25 10 25 26 7 4 0 7 25 26 split_gain=48051.3 44302.1 22098.8 69903.9 16462.8 33230 17832.3 10348.9 9628.08 874.019 threshold=0 279.07800000000003 1 2022.5000000000002 162.18600000000004 293.85000000000008 344.25000000000006 239.51250000000002 2 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 9 2 left_child=9 2 3 -2 5 6 8 -6 -4 -1 right_child=1 -3 4 -5 7 -7 -8 -9 -10 -11 leaf_value=-0.16978505887331502 -0.084559721779405031 0.46063924153645835 -0.052696800066270255 0.4333896454811717 0.29799923765248265 -0.38083248926245644 0.27780601916105852 0.048556436758774975 0.00055055940919759145 -0.22134384139946531 leaf_weight=62 57 21 339 48 29 23 23 39 12580 70 leaf_count=62 57 21 339 48 29 23 23 39 12580 70 internal_value=0 0.00169813 0.000965842 0.138981 -0.000252516 -0.00106666 -0.000391756 0.154936 -0.000887038 -0.183245 internal_weight=0 13159 13138 105 13033 12965 12942 68 12919 132 internal_count=13291 13159 13138 105 13033 12965 12942 68 12919 132 cat_boundaries=0 4 7 10 cat_threshold=256 16384 33554432 32800 0 0 525568 0 80 2147483648 is_linear=0 shrinkage=0.01 Tree=394 num_leaves=14 num_cat=2 split_feature=25 14 25 26 0 1 26 0 0 1 7 4 26 split_gain=47094.9 27913.4 21998.3 70511 15013.6 61809 19353 24721.5 12181 11168.3 23597.7 16160.3 856.627 threshold=0 182.65800000000004 1 2022.5000000000002 115.96500000000002 21.947000000000003 2022.5000000000002 241.78314000000003 269.79925000000003 272.07425000000006 279.07800000000003 285.62500000000006 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 -2 9 6 7 -6 -8 10 11 -4 -1 right_child=1 -3 4 -5 5 -7 8 -9 -10 -11 -12 -13 -14 leaf_value=-0.16808720418522435 -0.083714126829515415 0.3228841732166432 -0.00083589736809506826 0.43947496844733019 -0.063565796556926915 0.60381117593674438 0.0012614898498241717 0.42768702644109724 -0.29302030758424236 -0.18782389125786722 0.33416883990878149 -0.26056731581687925 -0.2191304041828428 leaf_weight=62 57 27 12828 47 21 21 39 20 22 32 21 24 70 leaf_count=62 57 27 12828 47 21 21 39 20 22 32 21 24 70 internal_value=0 0.00168075 0.00102162 0.13933 -0.000189268 0.109769 0.008055 0.17607 -0.104873 -0.00123745 -0.000773632 -0.00132092 -0.181412 internal_weight=0 13159 13132 104 13028 123 102 41 61 12905 12873 12852 132 internal_count=13291 13159 13132 104 13028 123 102 41 61 12905 12873 12852 132 cat_boundaries=0 4 7 cat_threshold=256 16384 33554432 32800 0 0 525568 is_linear=0 shrinkage=0.01 Tree=395 num_leaves=10 num_cat=0 split_feature=4 4 3 10 11 5 8 5 11 split_gain=21402.3 109139 31497.1 11547.2 8651.38 10726.2 21306 17639.9 1049.87 threshold=365.72000000000008 272.07425000000006 344.25000000000006 223.50400000000005 170.05500000000004 172.87500000000003 272.07425000000006 228.56250000000003 239.51250000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -6 right_child=-2 -3 -4 -5 8 7 -8 -9 -10 leaf_value=0.0014577507733602166 -0.29762556393941242 0.70501964655789462 -0.3868702661423456 -0.18611247917016346 -0.19124273835867645 0.33109209060668948 -0.31732028597877138 0.014055584536658393 -0.09403763726353645 leaf_weight=13130 24 22 21 33 20 26 21 54 25 leaf_count=13130 24 22 21 33 20 26 21 54 25 internal_value=0 0.00126667 0.000105188 0.000715789 0.00118019 0.00165097 0.000948714 0.117092 -0.13724 internal_weight=0 13352 13330 13309 13276 13231 13151 80 45 internal_count=13376 13352 13330 13309 13276 13231 13151 80 45 is_linear=0 shrinkage=0.01 Tree=396 num_leaves=10 num_cat=1 split_feature=25 9 10 0 17 13 9 9 26 split_gain=29226.4 28111.9 19948.5 12004.5 10279.6 14662.3 9667.12 3752.47 163.787 threshold=0 223.50400000000005 233.43000000000004 276.84975000000003 95.142500000000013 118.09000000000002 149.68000000000004 285.62500000000006 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 6 -2 -3 -1 right_child=1 7 -4 -5 -6 -7 -8 -9 -10 leaf_value=0.13791185365206954 -0.00018628316774980892 0.15158907975493507 -0.27843586811652549 -0.18882979049402124 0.20189965476989746 -0.20547261919294083 -0.22020834997296335 0.33239840964476264 0.15947235716713798 leaf_weight=69 13049 22 26 34 25 35 20 24 72 leaf_count=69 13049 22 26 34 25 35 20 24 72 internal_value=0 -0.000855119 -0.00171647 -0.00116989 -0.000683908 -0.0010704 -0.000522992 0.245924 0.139059 internal_weight=0 13235 13189 13163 13129 13104 13069 46 141 internal_count=13376 13235 13189 13163 13129 13104 13069 46 141 cat_boundaries=0 3 cat_threshold=0 16400 256 is_linear=0 shrinkage=0.01 Tree=397 num_leaves=11 num_cat=2 split_feature=25 4 3 25 17 5 5 6 26 26 split_gain=28644.8 30255.6 30594.9 9863.37 11228.3 11011.7 21064.4 15410.3 1209.33 160.528 threshold=0 344.25000000000006 344.25000000000006 1 95.142500000000013 172.87500000000003 228.56250000000003 230.65000000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 left_child=9 2 3 8 5 7 -7 -5 -2 -1 right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 leaf_value=0.13653273236924324 -0.055448438939840895 0.33356129505016185 -0.38292080152602426 -0.00046483371609913843 0.21611770898103713 0.35747162075042727 -0.0017987126492439432 -0.1995452894614293 -0.11327457916579749 0.15787764045927261 leaf_weight=69 69 27 21 12907 24 25 47 39 76 72 leaf_count=69 69 27 21 12907 24 25 47 39 76 72 internal_value=0 -0.000846568 -0.00153081 -0.000923456 1.97059e-05 -0.000378678 0.122948 -0.00106457 -0.0802246 0.137669 internal_weight=0 13235 13208 13187 13042 13018 72 12946 145 141 internal_count=13376 13235 13208 13187 13042 13018 72 12946 145 141 cat_boundaries=0 3 7 cat_threshold=0 16400 256 0 0 1074135040 131104 is_linear=0 shrinkage=0.01 Tree=398 num_leaves=11 num_cat=2 split_feature=25 4 3 25 17 5 5 1 26 26 split_gain=28074.8 29653.5 29986.1 9667.09 11004.8 10792.6 20645.2 14394.3 1185.26 157.334 threshold=0 344.25000000000006 344.25000000000006 1 95.142500000000013 172.87500000000003 228.56250000000003 339.56250000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 left_child=9 2 3 8 5 7 -7 -5 -2 -1 right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 leaf_value=0.13516741158305734 -0.054893954391928686 0.33022567537095809 -0.37909159796578545 -0.00062888777473008321 0.21395653406778972 0.35389689693450926 -0.0017807232826314073 -0.2626515284322557 -0.11214183486213809 0.15629888772964479 leaf_weight=69 69 27 21 12925 24 25 47 21 76 72 leaf_count=69 69 27 21 12925 24 25 47 21 76 72 internal_value=0 -0.000838102 -0.0015155 -0.000914221 1.95088e-05 -0.000374891 0.121718 -0.00105392 -0.0794223 0.136292 internal_weight=0 13235 13208 13187 13042 13018 72 12946 145 141 internal_count=13376 13235 13208 13187 13042 13018 72 12946 145 141 cat_boundaries=0 3 7 cat_threshold=0 16400 256 0 0 1074135040 131104 is_linear=0 shrinkage=0.01 Tree=399 num_leaves=10 num_cat=0 split_feature=4 4 3 10 11 5 8 5 11 split_gain=21887.3 106395 29640.6 11131.3 8499.85 10097.5 20947.9 16647.9 1029.91 threshold=365.72000000000008 272.07425000000006 344.25000000000006 223.50400000000005 170.05500000000004 172.87500000000003 272.07425000000006 228.56250000000003 239.51250000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -6 right_child=-2 -3 -4 -5 8 7 -8 -9 -10 leaf_value=0.0014354549169534024 -0.30101561903953555 0.6960929229042746 -0.37530068488348101 -0.18274310877377337 -0.18954404020309448 0.32151429653167723 -0.3146525700887044 0.013521463319107339 -0.093267584508657464 leaf_weight=13130 24 22 21 33 20 26 21 54 25 leaf_count=13130 24 22 21 33 20 26 21 54 25 internal_value=0 0.00124393 9.7145e-05 0.000689478 0.00114543 0.00161207 0.000930714 0.113619 -0.136057 internal_weight=0 13352 13330 13309 13276 13231 13151 80 45 internal_count=13376 13352 13330 13309 13276 13231 13151 80 45 is_linear=0 shrinkage=0.01 Tree=400 num_leaves=9 num_cat=0 split_feature=3 4 10 13 7 10 11 13 split_gain=30998.6 20355.1 20209.2 9282.04 12647.5 9915.3 9514.86 6913.27 threshold=333.3454000000001 365.72000000000008 282.93750000000006 92.932500000000019 239.51250000000002 211.12500000000003 267.95700000000005 214.15000000000003 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 leaf_value=0.0032531472759012919 0.31389720678329469 -0.30164143388921566 -0.30004718130285091 0.26768424780472466 -0.18982640336541567 0.20225362057238819 -0.20977552659454801 0.0224998604733011 leaf_weight=13148 32 22 22 23 34 25 21 23 leaf_count=13148 32 22 22 23 34 25 21 23 internal_value=0 0.00228311 0.00278599 0.0032879 0.00279478 0.00329115 0.00291344 0.145092 internal_weight=0 13318 13296 13274 13228 13194 13169 46 internal_count=13350 13318 13296 13274 13228 13194 13169 46 is_linear=0 shrinkage=0.01 Tree=401 num_leaves=21 num_cat=7 split_feature=4 25 24 3 8 24 4 25 1 25 26 13 26 4 25 24 6 3 26 26 split_gain=30806.5 27942.5 114281 59410.3 38765.3 29157 43618.2 28860 32867.8 26430.7 24646.6 18109.3 10355.5 9824.26 7900.51 19416.7 6436.06 3221.96 1810.13 768.683 threshold=344.25000000000006 0 1 10.937500000000002 239.51250000000002 2 36.127320000000005 3 31.872000000000003 4 2022.5000000000002 92.932500000000019 2022.5000000000002 228.18750000000003 5 6 230.65000000000003 11.972000000000001 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 1 2 9 2 9 2 2 2 2 9 1 2 2 2 2 left_child=1 2 3 18 11 6 9 19 17 12 -11 13 -4 14 15 -3 -16 -9 -1 -7 right_child=-2 4 5 -5 -6 7 -8 8 -10 10 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 leaf_value=0.39836724440256754 0.31787294110944198 0.054378122602190285 -0.12459514598846436 -0.14640905289422898 -0.44126792073249815 -0.15574608371371315 0.53412797641754151 -0.013712375551608985 0.35637780129909519 0.32848689866515829 0.01567662686109543 0.23692643776535988 0.044522696060793739 -0.2173778570265997 0.0007027777337421363 -0.10799843517501033 -0.16321770374973615 -0.14382711206163679 0.47988000847399237 -0.2044022299638435 leaf_weight=63 31 109 75 21 20 63 20 203 25 53 48 32 70 21 12139 197 24 21 48 67 leaf_count=63 31 109 75 21 20 63 20 203 25 53 48 32 70 21 12139 197 24 21 48 67 internal_value=0 0.00226688 0.0600662 0.317301 -0.0013607 0.00338215 0.0819449 -0.052446 0.0119902 0.0485132 0.163624 -0.000659174 -0.0401809 -0.00126788 -0.000903913 -0.050268 0.000379019 -0.0259106 0.433616 -0.167907 internal_weight=0 13319 777 132 12542 645 266 379 249 246 101 12522 145 12490 12469 306 12163 224 111 130 internal_count=13350 13319 777 132 12542 645 266 379 249 246 101 12522 145 12490 12469 306 12163 224 111 130 cat_boundaries=0 4 5 6 9 12 16 17 cat_threshold=512 2113552 4194560 131584 576 1068 0 2113552 256 512 0 4194304 0 64 2375680 16777216 1027 is_linear=0 shrinkage=0.01 Tree=402 num_leaves=16 num_cat=3 split_feature=3 25 10 14 14 0 25 2 26 4 7 6 25 7 4 split_gain=30353 23909.8 30911.8 25955.9 23893.5 20818.1 15633.1 29088.8 19142.9 13931.7 11948.9 11038.4 12177.7 983.48 305.763 threshold=333.3454000000001 0 184.96521500000003 182.65800000000004 2.2105000000000006 206.27675000000002 1 67.575000000000003 2022.5000000000002 219.40000000000003 121.37500000000001 206.27675000000002 2 231.40000000000003 279.07800000000003 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 9 2 2 left_child=1 2 4 9 5 6 8 -8 -1 10 11 12 -3 -12 -11 right_child=-2 3 -4 -5 -6 -7 7 -9 -10 14 13 -13 -14 -15 -16 leaf_value=0.08747453473409017 0.31058215111494064 -0.050360287955651686 -0.33163439190387728 0.35883487892150884 -0.2254619167469166 -0.17611120008653211 0.046916530180944882 0.39588952560424806 0.3239259955996559 -0.16038163900375366 -0.18586324961980186 0.16752513589003148 0.0010126510689112526 -0.10183420548072228 -0.21567750453948975 leaf_weight=75 32 470 20 20 27 31 536 25 63 20 30 39 11916 26 20 leaf_count=75 32 470 20 20 27 31 536 25 63 20 30 39 11916 26 20 internal_value=0 0.00223023 0.0556961 -0.00112586 0.0666651 0.0774698 0.0887159 0.0613739 0.182216 -0.00170173 -0.00110457 -0.000447693 -0.000976591 -0.14685 -0.18803 internal_weight=0 13318 777 12541 757 730 699 561 138 12521 12481 12425 12386 56 40 internal_count=13350 13318 777 12541 757 730 699 561 138 12521 12481 12425 12386 56 40 cat_boundaries=0 4 7 11 cat_threshold=512 2113552 4194560 131584 0 16400 256 67108864 64 19152896 16777216 is_linear=0 shrinkage=0.01 Tree=403 num_leaves=9 num_cat=0 split_feature=4 10 7 7 5 5 9 5 split_gain=30193.1 20562.4 11649.8 12134 11495.6 10883.7 10185.1 2175.56 threshold=344.25000000000006 282.93750000000006 239.51250000000002 198.34750000000003 217.36500000000004 157.13100000000003 273.29900000000004 296.22550000000007 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 right_child=-2 -3 -4 -5 7 -7 -8 -9 leaf_value=0.0034491002538674315 0.31466160897285705 -0.30325485662980511 -0.16986020846244618 0.23271549058997112 -0.086161412307194304 0.236552720785141 -0.21695505681492033 -0.20977668603261312 leaf_weight=13135 31 22 39 23 35 20 21 24 leaf_count=13135 31 22 39 23 35 20 21 24 internal_value=0 0.00221375 0.00271915 0.00322681 0.002828 0.00345165 0.00309728 -0.136446 internal_weight=0 13319 13297 13258 13235 13176 13156 59 internal_count=13350 13319 13297 13258 13235 13176 13156 59 is_linear=0 shrinkage=0.01 Tree=404 num_leaves=18 num_cat=7 split_feature=3 25 24 24 4 25 25 1 6 4 25 24 0 4 10 0 6 split_gain=29714.1 23480.6 112538 30709.5 63589.1 28246.1 26977 27346.3 15313 13553.8 12736.3 29778.2 16579.4 10496.9 8365.13 3618.41 1074.79 threshold=333.3454000000001 0 1 2 36.127320000000005 3 4 31.872000000000003 218.62500000000003 219.40000000000003 5 6 211.57500000000002 10.937500000000002 30.162700000000005 2.1690000000000005 272.07425000000006 decision_type=2 9 1 1 2 9 9 2 2 2 9 1 2 2 2 2 2 left_child=1 2 -1 4 5 15 -5 13 9 10 11 -3 14 -8 -12 -4 -10 right_child=-2 8 3 6 -6 -7 7 -9 16 -11 12 -13 -14 -15 -16 -17 -18 leaf_value=0.31036960215635701 0.30726805448532107 0.06549664004904325 -0.045797726289792492 -0.16908925036166575 0.59814569169824772 0.14610559294046449 -0.0092788075354041117 0.31192471194152649 0.24085260069370271 -0.18792729377746584 -0.0010787347145876707 -0.13267746729559676 0.22096000753781375 -0.2492891447544098 0.076127777424916415 -0.19202201187610626 0.14061813382998758 leaf_weight=132 32 112 110 131 22 111 205 26 20 39 11966 205 34 20 142 20 23 leaf_count=132 32 112 110 131 22 111 205 26 20 39 11966 205 34 20 142 20 23 internal_value=0 0.00217859 0.0551624 -0.00100716 0.0804388 0.036517 -0.0577028 0.00468239 -0.00114718 -0.00179625 -0.00121361 -0.0627984 0.000445576 -0.0306131 -0.000173273 -0.0634156 0.187239 internal_weight=0 13318 777 645 263 241 382 251 12541 12498 12459 317 12142 225 12108 130 43 internal_count=13350 13318 777 645 263 241 382 251 12541 12498 12459 317 12142 225 12108 130 43 cat_boundaries=0 4 5 6 7 10 14 15 cat_threshold=512 2113552 4194560 131584 576 1068 512 0 2113552 256 67108864 64 2113536 16777216 1027 is_linear=0 shrinkage=0.01 Tree=405 num_leaves=12 num_cat=2 split_feature=4 4 25 26 25 26 8 10 3 3 8 split_gain=40948.3 99741.6 39578.9 106950 21373.1 19481.3 7818.02 8099.89 47977.1 12420.6 2739.71 threshold=365.72000000000008 279.07800000000003 0 2022.5000000000002 1 2022.5000000000002 172.87500000000003 30.599500000000003 3.0138000000000003 238.08750000000003 263.93200000000007 decision_type=2 2 9 2 9 2 2 2 2 2 2 left_child=1 2 3 -1 5 -4 7 9 -9 -6 -8 right_child=-2 -3 4 -5 6 -7 10 8 -10 -11 -12 leaf_value=-0.11163633248320333 -0.42234500719153362 0.705625509262085 -0.012860728389811966 0.52375936448574067 -0.0009443147397925725 -0.20845606886610693 -0.17111257758405471 0.0016404143993311855 0.51570846798874093 -0.19820368930697441 -0.025137069702148435 leaf_weight=54 23 20 106 52 12811 98 36 134 21 32 20 leaf_count=54 23 20 106 52 12811 98 36 134 21 32 20 internal_value=0 -3.92657e-05 -0.00109533 0.18282 -0.00270163 -0.101831 -0.00107572 -0.000568583 0.0712883 -0.00143581 -0.118978 internal_weight=0 13384 13364 106 13258 204 13054 12998 155 12843 56 internal_count=13407 13384 13364 106 13258 204 13054 12998 155 12843 56 cat_boundaries=0 4 7 cat_threshold=0 0 6291712 32 0 16448 1073741824 is_linear=0 shrinkage=0.01 Tree=406 num_leaves=10 num_cat=0 split_feature=4 4 3 8 13 11 4 8 8 split_gain=40133.5 97756.7 19019 10599.5 13445.8 7345.03 7509.75 3226.51 585.831 threshold=365.72000000000008 279.07800000000003 344.25000000000006 172.87500000000003 118.09000000000002 184.96521500000003 27.816000000000006 272.07425000000006 223.50400000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 -10 leaf_value=0.0010077330506137968 -0.41812156055284583 0.69856925106048584 -0.27664538955688478 -0.14550371976125809 0.19041088078473067 -0.13931505138152525 -0.052086714254144358 -0.032274598208340735 -0.22112662118673324 leaf_weight=12929 23 20 25 21 37 38 272 22 20 leaf_count=12929 23 20 25 21 37 38 272 22 20 internal_value=0 -3.8873e-05 -0.00108438 -0.000567923 4.61453e-05 -0.000485881 -8.62515e-05 -0.129971 -0.182393 internal_weight=0 13384 13364 13339 13276 13239 13201 63 41 internal_count=13407 13384 13364 13339 13276 13239 13201 63 41 is_linear=0 shrinkage=0.01 Tree=407 num_leaves=12 num_cat=2 split_feature=4 4 25 26 25 26 8 10 3 3 8 split_gain=39334.8 95811.4 38815.8 104844 20906.9 19090.8 7485.04 7956.46 47035 12016 2641.33 threshold=365.72000000000008 279.07800000000003 0 2022.5000000000002 1 2022.5000000000002 172.87500000000003 30.599500000000003 3.0138000000000003 238.08750000000003 263.93200000000007 decision_type=2 2 9 2 9 2 2 2 2 2 2 left_child=1 2 3 -1 5 -4 7 9 -9 -6 -8 right_child=-2 -3 4 -5 6 -7 10 8 -10 -11 -12 leaf_value=-0.11047862961336419 -0.41394034344217057 0.69158352375030518 -0.012627638196045499 0.51863129744162928 -0.00093608917974807393 -0.20625262474527165 -0.16761031493544579 0.0016971582313304518 0.51069299956162773 -0.19495655491948127 -0.024279667854309083 leaf_weight=54 23 20 106 52 12811 98 36 134 21 32 20 leaf_count=54 23 20 106 52 12811 98 36 134 21 32 20 internal_value=0 -3.84844e-05 -0.00107354 0.18106 -0.00266428 -0.100707 -0.00105622 -0.00056 0.0706579 -0.00141952 -0.116421 internal_weight=0 13384 13364 106 13258 204 13054 12998 155 12843 56 internal_count=13407 13384 13364 106 13258 204 13054 12998 155 12843 56 cat_boundaries=0 4 7 cat_threshold=0 0 6291712 32 0 16448 1073741824 is_linear=0 shrinkage=0.01 Tree=408 num_leaves=11 num_cat=2 split_feature=25 26 3 25 26 0 0 14 10 0 split_gain=26493.2 83048.3 47544.6 19666.8 13875.1 7793.3 18084.2 9611.35 16298.2 783.179 threshold=0 2022.5000000000002 333.3454000000001 1 2022.5000000000002 220.33000000000001 181.87500000000003 182.65800000000004 250.05000000000004 269.79925000000003 decision_type=9 2 2 9 2 2 2 2 2 2 left_child=1 -1 3 4 -2 6 7 8 -5 -7 right_child=2 -3 -4 5 -6 9 -8 -9 -10 -11 leaf_value=-0.11623857271671295 -0.023078670096847245 0.43084214329719545 0.40955559492111204 -0.001224087355091858 -0.18771453915220321 -0.074224185427029937 0.29237265768505277 0.21244357131776354 -0.28691108641028407 -0.14432459087932811 leaf_weight=55 106 56 28 12937 99 30 21 21 20 34 leaf_count=55 106 56 28 12937 99 30 21 21 20 34 internal_value=0 0.146562 -0.00207947 -0.00294972 -0.0978143 -0.00138506 -0.000844149 -0.00131861 -0.00166506 -0.111465 internal_weight=0 111 13296 13268 205 13063 12999 12978 12957 64 internal_count=13407 111 13296 13268 205 13063 12999 12978 12957 64 cat_boundaries=0 4 7 cat_threshold=0 0 6291712 32 0 16448 1073741824 is_linear=0 shrinkage=0.01 Tree=409 num_leaves=11 num_cat=0 split_feature=4 4 3 0 0 0 2 4 2 0 split_gain=38621.4 93749.3 19021.5 21935.2 9994.79 22578.1 11430.3 8508.73 6825.47 47.944 threshold=365.72000000000008 279.07800000000003 344.25000000000006 269.79925000000003 176.53925000000004 220.33000000000001 149.26580000000004 27.816000000000006 203.96813100000003 344.25000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 -8 -5 right_child=-2 -3 -4 9 5 -7 8 -9 -10 -11 leaf_value=6.8685209873184475e-05 -0.41016117634980576 0.68410885334014893 -0.27663249664306638 -0.20940665864944458 0.34920971320225641 -0.053405889329810941 0.27167094321477986 -0.056347735702936906 0.063904095683246856 -0.23017914276123047 leaf_weight=12880 23 20 25 20 26 30 21 273 64 25 leaf_count=12880 23 20 25 20 26 30 21 273 64 25 internal_value=0 -3.00572e-05 -0.00105391 -0.00053742 0.000208663 0.133523 -0.000355289 -0.00110228 0.115235 -0.220947 internal_weight=0 13384 13364 13339 13294 56 13238 13153 85 45 internal_count=13407 13384 13364 13339 13294 56 13238 13153 85 45 is_linear=0 shrinkage=0.01 Tree=410 num_leaves=11 num_cat=2 split_feature=25 10 26 0 3 0 0 25 26 0 split_gain=56785.2 63770 30209.5 17766.4 28028.8 13947.2 13520.1 12494.3 3512.19 1149.61 threshold=0 279.07800000000003 2022.5000000000002 344.25000000000006 230.65000000000003 220.33000000000001 181.87500000000003 1 2022.5000000000002 250.05000000000004 decision_type=9 2 2 2 2 2 2 9 2 2 left_child=2 3 -1 4 5 6 7 -2 -6 -7 right_child=1 -3 -4 -5 8 9 -8 -9 -10 -11 leaf_value=0.074767802031535033 -0.046283011283349558 0.53451789335771038 0.41569798637838923 0.25193161293312355 -0.11006484007835388 -0.11858568719164891 0.21628831454685757 -0.0014262678003175611 -0.27170414633867218 -0.21596820579634773 leaf_weight=53 644 22 51 27 20 22 28 12330 41 27 leaf_count=53 644 22 51 27 20 22 28 12330 41 27 internal_value=0 -0.00341909 0.220731 -0.00432241 -0.00485009 -0.00385052 -0.0032159 -0.00368963 -0.218708 -0.172245 internal_weight=0 13161 104 13139 13112 13051 13002 12974 61 49 internal_count=13265 13161 104 13139 13112 13051 13002 12974 61 49 cat_boundaries=0 3 6 cat_threshold=0 16384 35651840 134217984 64 4459520 is_linear=0 shrinkage=0.01 Tree=411 num_leaves=10 num_cat=1 split_feature=25 10 26 0 3 4 0 13 26 split_gain=55655.3 62501 29608.3 17412.9 27470.9 16979.1 11984.6 10644.2 3442.3 threshold=0 279.07800000000003 2022.5000000000002 344.25000000000006 230.65000000000003 293.85000000000008 250.05000000000004 192.44922000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=2 3 -1 4 5 6 7 -2 -6 right_child=1 -3 -4 -5 8 -7 -8 -9 -10 leaf_value=0.074020133828217136 -0.0033037683875829994 0.52917273608121007 0.41154098043254778 0.24941228442721897 -0.10896418952941896 -0.2813866675983776 -0.21380852021552899 0.20323649005889891 -0.26898710192703618 leaf_weight=53 12977 22 51 27 20 22 27 25 41 leaf_count=53 12977 22 51 27 20 22 27 25 41 internal_value=0 -0.00338526 0.218523 -0.00427955 -0.00480195 -0.00381238 -0.00334369 -0.00290664 -0.216521 internal_weight=0 13161 104 13139 13112 13051 13029 13002 61 internal_count=13265 13161 104 13139 13112 13051 13029 13002 61 cat_boundaries=0 3 cat_threshold=0 16384 35651840 is_linear=0 shrinkage=0.01 Tree=412 num_leaves=9 num_cat=1 split_feature=25 10 0 3 4 0 13 3 split_gain=54547.8 61257.3 17066.3 26924.2 16641.2 11746.1 10432.4 968.978 threshold=0 279.07800000000003 344.25000000000006 230.65000000000003 293.85000000000008 250.05000000000004 192.44922000000003 333.3454000000001 decision_type=9 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 6 -2 -5 right_child=1 -3 -4 7 -6 -7 -8 -9 leaf_value=0.21633808393227427 -0.0032707307067909794 0.52388100190596154 0.24691817742806893 -0.17883851668413947 -0.27857279344038532 -0.21167043416588396 0.20120412025451662 -0.25908029203061705 leaf_weight=104 12977 22 27 34 22 27 25 27 leaf_count=104 12977 22 27 34 22 27 25 27 internal_value=0 -0.00335141 -0.00423676 -0.00475393 -0.00377426 -0.00331025 -0.00287757 -0.214355 internal_weight=0 13161 13139 13112 13051 13029 13002 61 internal_count=13265 13161 13139 13112 13051 13029 13002 61 cat_boundaries=0 3 cat_threshold=0 16384 35651840 is_linear=0 shrinkage=0.01 Tree=413 num_leaves=10 num_cat=2 split_feature=25 10 26 3 8 4 1 25 26 split_gain=52441.3 60063 34939 16176 16121.2 21658.8 21885.5 17627.3 11808.7 threshold=0 279.07800000000003 2022.5000000000002 230.65000000000003 279.07800000000003 293.85000000000008 355.00000000000006 1 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 2 left_child=2 3 -1 4 5 6 7 -2 -5 right_child=1 -3 -4 8 -6 -7 -8 -9 -10 leaf_value=0.047134020914796924 -0.095506635576054683 0.51864218798550699 0.38844852819281112 0.027389970961071194 0.2669337489388206 -0.31059244985165807 0.3270917984843254 -0.0024755579917959576 -0.26421527757877256 leaf_weight=61 197 22 59 21 22 23 20 12799 41 leaf_count=61 197 22 59 21 22 23 20 12799 41 internal_value=0 -0.00342501 0.198413 -0.00430284 -0.0035379 -0.00399425 -0.00345248 -0.00396116 -0.165446 internal_weight=0 13145 120 13123 13061 13039 13016 12996 62 internal_count=13265 13145 120 13123 13061 13039 13016 12996 62 cat_boundaries=0 3 6 cat_threshold=0 16384 35782912 256 64 4194304 is_linear=0 shrinkage=0.01 Tree=414 num_leaves=12 num_cat=2 split_feature=25 9 26 3 8 25 0 1 26 14 8 split_gain=51398.1 48684.4 34243.7 14555.4 16746.2 16937 15713.3 19393.1 10765.3 10634.1 8533.51 threshold=0 285.62500000000006 2022.5000000000002 230.65000000000003 279.07800000000003 1 217.36500000000004 177.48625000000001 2022.5000000000002 66.397500000000022 143.75500000000002 decision_type=9 2 2 2 2 9 2 2 2 2 2 left_child=2 3 -1 4 5 6 7 -2 -5 10 -7 right_child=1 -3 -4 8 -6 9 -8 -9 -10 -11 -12 leaf_value=0.046662679539352166 -0.050489577587132864 0.48960871696472169 0.38456405300205038 0.027116065479460216 0.28572195148468021 -0.00098601612349572226 -0.32612734031677248 0.26509999823570252 -0.25130834730660045 0.17829574279712909 -0.14914394543721127 leaf_weight=61 737 20 59 21 20 12194 20 20 41 33 39 leaf_count=61 737 20 59 21 20 12194 20 20 41 33 39 internal_value=0 -0.00339151 0.196428 -0.00414533 -0.00341983 -0.0038632 -0.0488327 -0.0421517 -0.157003 -0.00097396 -0.00145836 internal_weight=0 13145 120 13125 13063 13043 777 757 62 12266 12233 internal_count=13265 13145 120 13125 13063 13043 777 757 62 12266 12233 cat_boundaries=0 3 6 cat_threshold=0 16384 35782912 134217984 2097216 4459520 is_linear=0 shrinkage=0.01 Tree=415 num_leaves=11 num_cat=2 split_feature=25 10 25 0 3 7 4 26 7 26 split_gain=73894.6 47279.1 32048.4 21938.6 21282.8 15971.4 20676.3 15530.7 11002.4 6629.19 threshold=0 259.57500000000005 1 344.25000000000006 333.3454000000001 162.18600000000004 219.40000000000003 2022.5000000000002 218.62500000000003 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 left_child=9 2 7 4 5 6 -4 -2 -7 -1 right_child=1 -3 3 -5 -6 8 -8 -9 -10 -11 leaf_value=-0.19006447941064836 0.061868363905508643 0.4740736395972116 -0.0023685342746001081 0.30627635043600332 -0.32093437149411158 0.33445995785973287 -0.21249202109397725 0.2965673394556399 0.062560278021770971 -0.33904757227216453 leaf_weight=64 59 21 12950 23 21 22 47 54 46 56 leaf_count=64 59 21 12950 23 21 22 47 54 46 56 internal_value=0 -3.76218e-05 -0.000790663 -0.00229583 -0.00283993 -0.00232865 -0.00312839 0.159877 0.150528 -0.239621 internal_weight=0 13243 13222 13109 13086 13065 12997 113 68 120 internal_count=13363 13243 13222 13109 13086 13065 12997 113 68 120 cat_boundaries=0 4 8 cat_threshold=0 16384 4718592 32768 0 0 33554688 2236448 is_linear=0 shrinkage=0.01 Tree=416 num_leaves=11 num_cat=2 split_feature=25 10 25 0 3 7 4 26 7 26 split_gain=72424.1 46338.2 31410.7 21502 20859.3 15653.6 20264.9 15221.6 10783.5 6497.27 threshold=0 259.57500000000005 1 344.25000000000006 333.3454000000001 162.18600000000004 219.40000000000003 2022.5000000000002 218.62500000000003 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 left_child=9 2 7 4 5 6 -4 -2 -7 -1 right_child=1 -3 3 -5 -6 8 -8 -9 -10 -11 leaf_value=-0.18816383495926858 0.061249675947730821 0.46933288041324844 -0.0023448488616581438 0.30321357975835389 -0.31772502853756857 0.3311153640530326 -0.21036710059389155 0.29360165498874807 0.061934673889823585 -0.33565709795270648 leaf_weight=64 59 21 12950 23 21 22 47 54 46 56 leaf_count=64 59 21 12950 23 21 22 47 54 46 56 internal_value=0 -3.72456e-05 -0.000782757 -0.00227287 -0.00281153 -0.00230536 -0.0030971 0.158278 0.149023 -0.237225 internal_weight=0 13243 13222 13109 13086 13065 12997 113 68 120 internal_count=13363 13243 13222 13109 13086 13065 12997 113 68 120 cat_boundaries=0 4 8 cat_threshold=0 16384 4718592 32768 0 0 33554688 2236448 is_linear=0 shrinkage=0.01 Tree=417 num_leaves=11 num_cat=3 split_feature=25 10 25 0 3 7 25 7 26 26 split_gain=70982.8 45416.1 24847.8 21096.4 21050.1 17173.8 14395 10352.5 8852.56 6367.98 threshold=0 259.57500000000005 1 344.25000000000006 333.3454000000001 162.18600000000004 2 239.51250000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 9 2 2 2 left_child=9 2 8 4 5 6 -4 -7 -2 -1 right_child=1 -3 3 -5 -6 7 -8 -9 -10 -11 leaf_value=-0.18628219716250896 0.052702186898044914 0.46463957925637567 -0.103734751221136 0.30018144524615742 -0.31200929164886476 0.27998088699929857 -0.0021321807615593425 0.029381437599658968 0.1946919857479987 -0.33230052879878452 leaf_weight=64 92 21 131 23 22 34 12804 32 84 56 leaf_count=64 92 21 131 23 22 34 12804 32 84 56 internal_value=0 -3.68732e-05 -0.000774929 -0.00240877 -0.00294502 -0.00242203 -0.00324301 0.158478 0.113993 -0.234853 internal_weight=0 13243 13222 13046 13023 13001 12935 66 176 120 internal_count=13363 13243 13222 13046 13023 13001 12935 66 176 120 cat_boundaries=0 4 8 11 cat_threshold=0 16384 4718592 32768 67108864 0 33554688 2236416 0 0 2149580800 is_linear=0 shrinkage=0.01 Tree=418 num_leaves=13 num_cat=4 split_feature=25 25 0 26 12 25 0 24 4 3 26 4 split_gain=69569.8 27831.6 24435.6 16545 13629.3 10137.6 13635.9 12773.1 10509.6 21153.5 6241.25 621.686 threshold=0 1 344.25000000000006 2022.5000000000002 238.56750000000002 2 115.96500000000002 3 216.24000000000004 293.85000000000008 2022.5000000000002 285.62500000000006 decision_type=9 9 2 2 2 9 2 1 2 2 2 2 left_child=10 3 4 -2 5 6 7 -3 9 -7 -1 -10 right_child=1 2 -4 -5 -6 8 -8 -9 11 -11 -12 -13 leaf_value=-0.18441937420517207 0.047865293388565384 -0.11912175577830493 0.30481693194462706 0.28914058959042588 0.25249976521446593 -0.0011316076806485197 -0.31348532778024674 0.01596841653819718 0.17833159888232195 -0.31877488567715601 -0.32897752148764475 0.10578542164393834 leaf_weight=64 60 113 26 54 21 12717 20 163 27 21 56 21 leaf_count=64 60 113 26 54 21 12717 20 163 27 21 56 21 internal_value=0 -3.73034e-05 -0.00144455 0.149077 -0.00205336 -0.00246198 -0.0593436 -0.0430777 -0.00109788 -0.00165528 -0.232504 0.146593 internal_weight=0 13243 13129 114 13103 13082 296 276 12786 12738 120 48 internal_count=13363 13243 13129 114 13103 13082 296 276 12786 12738 120 48 cat_boundaries=0 4 8 11 12 cat_threshold=0 16384 4718592 32768 0 0 33554688 2236448 256 0 3223601152 722 is_linear=0 shrinkage=0.01 Tree=419 num_leaves=10 num_cat=2 split_feature=25 10 25 0 3 4 12 26 26 split_gain=67249.5 37618.7 24010.1 28544 19651.7 12428.9 11684.8 8513.34 7878.39 threshold=0 267.95700000000005 1 344.25000000000006 333.3454000000001 333.3454000000001 227.60400000000001 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 left_child=8 2 7 4 5 6 -4 -2 -1 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 leaf_value=-0.17815127581357956 0.051920197139615598 0.43322011697292329 -0.0024912716071617178 0.35748696327209473 -0.29506583338198455 -0.24558661188398087 0.23358470598856609 0.19116297927640735 -0.34824963803561232 leaf_weight=56 92 20 12971 22 23 21 21 84 53 leaf_count=56 92 20 12971 22 23 21 21 84 53 internal_value=0 -0.000149983 -0.000805031 -0.00240956 -0.00301878 -0.0025026 -0.00210968 0.112013 -0.238939 internal_weight=0 13254 13234 13058 13036 13013 12992 176 109 internal_count=13363 13254 13234 13058 13036 13013 12992 176 109 cat_boundaries=0 4 8 cat_threshold=0 16384 2621440 32768 67108864 0 33554688 2236416 is_linear=0 shrinkage=0.01 Tree=420 num_leaves=13 num_cat=4 split_feature=9 25 26 7 0 25 24 26 26 25 0 7 split_gain=44072.9 37737.3 17146.8 13717.7 22583.2 15782.2 23601.2 9489.88 7099.73 6350.58 22697.8 17658.8 threshold=282.93750000000006 0 2022.5000000000002 355.00000000000006 344.25000000000006 1 2 2022.5000000000002 2022.5000000000002 3 181.87500000000003 206.27675000000002 decision_type=2 9 2 2 2 9 1 2 2 9 2 2 left_child=1 2 -1 4 5 6 7 -3 -8 10 -7 -11 right_child=-2 3 -4 -5 -6 9 8 -9 -10 11 -12 -13 leaf_value=0.069895948304070366 0.47104335337877273 0.12467200470715761 0.32190104678825093 0.26136214351654052 0.32693929853893466 0.012942683015821346 -0.097658004538957469 -0.057181722911921418 -0.23078124504089356 -0.0031491633858814578 0.29484654073057504 0.27422974524290666 leaf_weight=54 20 60 54 20 21 1889 86 55 75 10931 29 23 leaf_count=54 20 60 54 20 21 1889 86 55 75 10931 29 23 internal_value=0 0.00126053 0.179297 -0.000333043 -0.000730737 -0.00125409 -0.0747268 0.0346826 -0.150334 0.00037906 0.0171158 -0.00256441 internal_weight=0 13297 108 13189 13169 13148 276 115 161 12872 1918 10954 internal_count=13317 13297 108 13189 13169 13148 276 115 161 12872 1918 10954 cat_boundaries=0 3 7 8 12 cat_threshold=0 16384 6291712 67108864 64 1073741824 32 1302 138412561 2687112 33752064 163840 is_linear=0 shrinkage=0.01 Tree=421 num_leaves=11 num_cat=1 split_feature=9 25 1 0 6 5 5 6 6 5 split_gain=43195.8 36986.3 24526.3 26647.3 10262.2 14161.4 39872 1746.37 3888.85 886.344 threshold=282.93750000000006 0 339.56250000000006 333.3454000000001 117.39000000000001 228.56250000000003 172.87500000000003 255.10500000000002 211.12500000000003 287.60640000000006 decision_type=2 9 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 -3 8 -6 -7 right_child=-2 2 -4 -5 7 9 -8 -9 -10 -11 leaf_value=0.1775039483935146 0.46633292359113698 0.00031924498957747015 -0.30141494861355539 0.34802571058273318 -0.080501817281429577 -0.13148063292870155 0.40829032500584922 -0.045940086918492468 -0.2520116903781891 -0.21772363164208153 leaf_weight=108 20 12978 27 22 39 26 24 31 20 22 leaf_count=108 20 12978 27 22 39 26 24 31 20 22 internal_value=0 0.00124792 -0.000329712 0.000287671 -0.000294538 0.000439365 0.00107231 -0.106711 -0.138641 -0.171009 internal_weight=0 13297 13189 13162 13140 13050 13002 90 59 48 internal_count=13317 13297 13189 13162 13140 13050 13002 90 59 48 cat_boundaries=0 3 cat_threshold=0 16384 6291712 is_linear=0 shrinkage=0.01 Tree=422 num_leaves=11 num_cat=1 split_feature=9 25 1 0 7 26 3 4 7 26 split_gain=42336 36312.2 24038.2 26117 25394.1 16805.6 15893.7 18315 2544.3 1633.48 threshold=282.93750000000006 0 339.56250000000006 333.3454000000001 206.27675000000002 2022.5000000000002 219.40000000000003 233.80500000000004 279.07800000000003 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 left_child=1 5 3 4 6 -1 7 -3 -6 -8 right_child=-2 2 -4 -5 8 -7 9 -9 -10 -11 leaf_value=0.06742193853413618 0.46166960877180102 0.00026876115084661283 -0.29840080459912616 0.34454545692964034 0.15796251346325052 0.31690698605996592 -0.098710215806961057 -0.19542837580045064 0.29880164333011794 -0.21199949782235283 leaf_weight=54 20 12985 27 22 29 54 20 48 23 35 leaf_count=54 20 12985 27 22 29 54 20 48 23 35 internal_value=0 0.00123678 -0.000326415 0.000284795 -0.000291593 0.175879 -0.00116785 -0.000451983 0.220257 -0.170803 internal_weight=0 13297 13189 13162 13140 108 13088 13033 52 55 internal_count=13317 13297 13189 13162 13140 108 13088 13033 52 55 cat_boundaries=0 3 cat_threshold=0 16384 6291712 is_linear=0 shrinkage=0.01 Tree=423 num_leaves=11 num_cat=2 split_feature=9 25 1 0 7 26 25 4 5 7 split_gain=41493.5 35589.6 23559.9 25597.3 24888.8 16471.1 14358.1 18343.8 8019.71 2493.67 threshold=282.93750000000006 0 339.56250000000006 333.3454000000001 206.27675000000002 2022.5000000000002 1 199.12500000000003 172.87500000000003 279.07800000000003 decision_type=2 9 2 2 2 2 9 2 2 2 left_child=1 5 3 4 6 -1 7 -3 -8 -6 right_child=-2 2 -4 -5 9 -7 8 -9 -10 -11 leaf_value=0.066747727879771485 0.45705291065573689 -0.0367600184101467 -0.29541679594251846 0.3411000056700273 0.15638288859663338 0.31373791977211279 0.00077498921319979074 -0.32416141219761058 0.12643231915492639 0.29581361355988878 leaf_weight=54 20 645 27 22 29 54 12369 23 51 23 leaf_count=54 20 645 27 22 29 54 12369 23 51 23 internal_value=0 0.00122441 -0.000323151 0.000281947 -0.000288677 0.174121 -0.00115618 -0.0459674 0.00128993 0.218054 internal_weight=0 13297 13189 13162 13140 108 13088 668 12420 52 internal_count=13317 13297 13189 13162 13140 108 13088 668 12420 52 cat_boundaries=0 3 7 cat_threshold=0 16384 6291712 67109128 80 1090521088 16777248 is_linear=0 shrinkage=0.01 Tree=424 num_leaves=11 num_cat=3 split_feature=9 25 1 0 7 26 25 4 25 7 split_gain=40667.8 34881.4 23091 25087.9 24393.5 16143.3 14155.7 18134.1 7659.9 2444.05 threshold=282.93750000000006 0 339.56250000000006 333.3454000000001 206.27675000000002 2022.5000000000002 1 199.12500000000003 2 279.07800000000003 decision_type=2 9 2 2 2 2 9 2 9 2 left_child=1 5 3 4 6 -1 7 -3 -8 -6 right_child=-2 2 -4 -5 9 -7 8 -9 -10 -11 leaf_value=0.066080248400017069 0.45248238490521908 -0.035506801844331262 -0.29246262126498751 0.33768901608207008 0.15481906183834734 0.31060053083631728 0.027226395246753021 -0.32091979856076452 -0.001018587178383576 0.29285548790641452 leaf_weight=54 20 693 27 22 29 54 1039 23 11333 23 leaf_count=54 20 693 27 22 29 54 1039 23 11333 23 internal_value=0 0.00121216 -0.00031992 0.000279127 -0.00028579 0.172379 -0.00114461 -0.0440597 0.0013735 0.215874 internal_weight=0 13297 13189 13162 13140 108 13088 716 12372 52 internal_count=13317 13297 13189 13162 13140 108 13088 716 12372 52 cat_boundaries=0 3 7 11 cat_threshold=0 16384 6291712 67109128 592 1090521088 16777248 138412544 2162688 33751040 172032 is_linear=0 shrinkage=0.01 Tree=425 num_leaves=9 num_cat=2 split_feature=3 25 8 12 4 8 25 26 split_gain=35952.7 25511.8 28658.1 19677 18937.2 15011 13649.5 9912.44 threshold=333.3454000000001 0 284.98750000000007 238.56750000000002 285.62500000000006 181.87500000000003 1 2022.5000000000002 decision_type=2 9 2 2 2 2 9 2 left_child=1 7 3 4 5 6 -3 -1 right_child=-2 2 -4 -5 -6 -7 -8 -9 leaf_value=0.059698196053504946 0.3459276835123698 -0.10469663243740797 0.36714398974464052 0.30329799606686547 -0.26761464860704209 -0.20097403965498273 -0.00092309323761274864 0.24622222485213446 leaf_weight=56 30 118 21 21 27 38 13033 58 leaf_count=56 30 118 21 21 27 38 13033 58 internal_value=0 -0.000643166 -0.00197652 -0.0025636 -0.00304961 -0.00250801 -0.00193454 0.142129 internal_weight=0 13372 13258 13237 13216 13189 13151 114 internal_count=13402 13372 13258 13237 13216 13189 13151 114 cat_boundaries=0 3 7 cat_threshold=256 16384 2097408 16384 0 34078720 131072 is_linear=0 shrinkage=0.01 Tree=426 num_leaves=9 num_cat=1 split_feature=3 10 25 26 8 12 4 7 split_gain=35237.5 51453.2 27636.6 23971.1 22382.8 21887.6 22777.6 15080.1 threshold=333.3454000000001 273.29900000000004 0 2022.5000000000002 284.98750000000007 238.56750000000002 293.85000000000008 287.60640000000006 decision_type=2 2 9 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 -4 right_child=-2 -3 4 -5 -6 -7 -8 -9 leaf_value=0.013546010984314814 0.34246842130025229 -0.50747212135791775 -0.0014864870216667644 0.27158934066279067 0.31727026159113109 0.32859983587265013 -0.31688519021739131 -0.26967493420555477 leaf_weight=72 30 20 13122 72 22 20 23 21 leaf_count=72 30 20 13122 72 22 20 23 21 internal_value=0 -0.000637524 0.000121665 0.13331 -0.00143027 -0.00196308 -0.00246523 -0.001915 internal_weight=0 13372 13352 144 13208 13186 13166 13143 internal_count=13402 13372 13352 144 13208 13186 13166 13143 cat_boundaries=0 3 cat_threshold=67108864 16384 2097408 is_linear=0 shrinkage=0.01 Tree=427 num_leaves=9 num_cat=1 split_feature=3 10 25 26 8 12 4 1 split_gain=34536.2 50429.3 26239.8 26739 21947.5 21461.6 20698.9 14113.8 threshold=333.3454000000001 273.29900000000004 0 2022.5000000000002 284.98750000000007 238.56750000000002 293.85000000000008 114.12500000000001 decision_type=2 2 9 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 -4 right_child=-2 -3 4 -5 -6 -7 -8 -9 leaf_value=0.0018789655006513362 0.33904373677571614 -0.50239739900827407 -0.003009547236243775 0.2572554951760827 0.31409755446694115 0.3253138320446014 -0.30899193872104991 0.10461566221816995 leaf_weight=82 30 20 13001 82 22 20 22 123 leaf_count=82 30 20 13001 82 22 20 22 123 internal_value=0 -0.000631149 0.000120449 0.122121 -0.00148816 -0.00201663 -0.00251462 -0.00200087 internal_weight=0 13372 13352 164 13188 13166 13146 13124 internal_count=13402 13372 13352 164 13188 13166 13146 13124 cat_boundaries=0 4 cat_threshold=67108864 16384 2097408 32 is_linear=0 shrinkage=0.01 Tree=428 num_leaves=11 num_cat=3 split_feature=25 25 2 2 7 14 25 2 0 2 split_gain=27691.6 20356.6 15419.4 10942.2 14558.9 9550.85 10585.8 2696.33 514.448 228.241 threshold=0 1 181.87500000000003 140.32000000000002 255.10500000000002 112.45500000000001 2 279.07800000000003 11.177000000000001 230.65000000000003 decision_type=9 9 2 2 2 2 9 2 2 2 left_child=8 -2 3 4 5 6 -3 9 -1 -4 right_child=1 2 7 -5 -6 -7 -8 -9 -10 -11 leaf_value=0.12690298330533756 -0.12277937481873227 0.053693844100800893 -0.17575282710790635 0.20956270875930788 -0.21630153256077922 -0.16198591676023269 -0.0004332075095073428 -0.07517322031656902 0.18105088472366335 -0.22295527798788889 leaf_weight=143 127 362 20 25 31 36 12587 30 20 21 leaf_count=143 127 362 20 25 31 36 12587 30 20 21 internal_value=0 -0.00151361 -0.000246387 0.000553579 0.000152132 0.000668887 0.00112109 -0.147216 0.125827 -0.19993 internal_weight=0 13239 13112 13041 13016 12985 12949 71 163 41 internal_count=13402 13239 13112 13041 13016 12985 12949 71 163 41 cat_boundaries=0 3 7 11 cat_threshold=0 64 256 16384 0 34078720 131072 67109120 81936 6291456 32 is_linear=0 shrinkage=0.01 Tree=429 num_leaves=9 num_cat=1 split_feature=3 10 25 26 8 12 4 7 split_gain=33800.5 49457.9 25507.3 26238.2 21552.3 21023.3 20316.3 14630.7 threshold=333.3454000000001 273.29900000000004 0 2022.5000000000002 284.98750000000007 238.56750000000002 293.85000000000008 287.60640000000006 decision_type=2 2 9 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 -4 right_child=-2 -3 4 -5 -6 -7 -8 -9 leaf_value=0.001258603854150307 0.33541103235880537 -0.49753613963723181 -0.0015526571698170656 0.2542320630535847 0.31126363754272462 0.32197883033752439 -0.30611640149896796 -0.2657148193177723 leaf_weight=82 30 20 13103 82 22 20 22 21 leaf_count=82 30 20 13103 82 22 20 22 21 internal_value=0 -0.000626096 0.000118227 0.120404 -0.00146777 -0.00199145 -0.00248433 -0.00197535 internal_weight=0 13372 13352 164 13188 13166 13146 13124 internal_count=13402 13372 13352 164 13188 13166 13146 13124 cat_boundaries=0 4 cat_threshold=67108864 16384 2097408 32 is_linear=0 shrinkage=0.01 Tree=430 num_leaves=10 num_cat=2 split_feature=4 25 7 0 3 7 25 7 26 split_gain=29351.6 31346.7 21219.8 18823.7 21878.5 16518.2 14194.8 6106.82 44.9212 threshold=344.25000000000006 0 239.51250000000002 344.25000000000006 333.3454000000001 202.34813100000002 1 355.00000000000006 2022.5000000000002 decision_type=2 9 2 2 2 2 9 2 2 left_child=1 8 3 4 5 6 -3 -4 -1 right_child=-2 2 7 -5 -6 -7 -8 -9 -10 leaf_value=0.16612992451741146 0.31126982577641804 -0.044684774805472401 -0.34718937147231332 0.27143236923217773 -0.30487930099169414 0.28449136209487913 -0.0005104518187089383 -0.10878134727478028 0.15423189537419427 leaf_weight=65 30 763 21 25 24 20 12357 22 62 leaf_count=65 30 763 21 25 24 20 12357 22 62 internal_value=0 -0.00187281 -0.00342695 -0.00270646 -0.00322709 -0.00267612 -0.00311388 -0.225213 0.148619 internal_weight=0 13359 13232 13189 13164 13140 13120 43 127 internal_count=13389 13359 13232 13189 13164 13140 13120 43 127 cat_boundaries=0 4 8 cat_threshold=67108864 16384 256 32768 1 589904 2147745792 32 is_linear=0 shrinkage=0.01 Tree=431 num_leaves=9 num_cat=0 split_feature=4 10 7 7 10 4 0 7 split_gain=28767.6 55735.2 17251.4 15930.7 14817.6 10851.2 11009.6 5573.06 threshold=344.25000000000006 282.93750000000006 239.51250000000002 202.34813100000002 178.65425000000002 233.80500000000004 181.87500000000003 355.00000000000006 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 leaf_value=-0.0016144601071553216 0.30815715996424359 -0.50477036909623574 -0.3164881197611491 0.28164644384384152 0.22119672289114292 -0.19126849985122682 0.1106119280782613 -0.091168273013571041 leaf_weight=13125 30 22 21 20 30 30 88 23 leaf_count=13125 30 22 21 20 30 30 88 23 internal_value=0 -0.00185442 -0.00102484 -0.000370508 -0.000795456 -0.00129835 -0.00086702 -0.198707 internal_weight=0 13359 13337 13293 13273 13243 13213 44 internal_count=13389 13359 13337 13293 13273 13243 13213 44 is_linear=0 shrinkage=0.01 Tree=432 num_leaves=10 num_cat=3 split_feature=25 14 0 7 1 25 24 7 26 split_gain=28542.9 25933.5 15794.3 15780.9 15910.7 13050.1 18277.9 13023.5 0.037952 threshold=0 182.65800000000004 344.25000000000006 333.3454000000001 316.3010000000001 1 2 202.34813100000002 2022.5000000000002 decision_type=9 2 2 2 2 9 1 2 2 left_child=8 2 3 4 5 6 -2 -7 -1 right_child=1 -3 -4 -5 -6 7 -8 -9 -10 leaf_value=0.15318419142202896 -0.10137238856019645 0.29607824078921613 0.22589928118387856 0.26379184809598055 -0.25139052991683669 -0.00049673435219522348 -0.008342639919557528 -0.22897223529815672 0.15283963959543936 leaf_weight=66 309 29 30 22 26 12173 647 25 62 leaf_count=66 309 29 30 22 26 12173 647 25 62 internal_value=0 -0.00263427 -0.00329094 -0.00381175 -0.00425843 -0.00376995 -0.03915 -0.000964208 0.141929 internal_weight=0 13261 13232 13202 13180 13154 956 12198 128 internal_count=13389 13261 13232 13202 13180 13154 956 12198 128 cat_boundaries=0 4 8 9 cat_threshold=67108864 16384 256 32768 1 589904 2200174592 32 2752 is_linear=0 shrinkage=0.01 Tree=433 num_leaves=9 num_cat=1 split_feature=4 10 25 10 7 7 0 26 split_gain=28107.5 54599.2 35448.9 14952.4 12351.6 16030.5 15552.7 138.741 threshold=344.25000000000006 282.93750000000006 0 178.65425000000002 239.51250000000002 202.34813100000002 344.25000000000006 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 -1 right_child=-2 -3 3 -5 -6 -7 -8 -9 leaf_value=0.16291838954045221 0.30461050192515055 -0.49958879254081034 -0.0035019696753024786 0.22416956720681025 -0.17860613524913788 0.28028224945068358 0.25676536477130391 0.1840059030385067 leaf_weight=65 30 22 13100 29 40 20 23 60 leaf_count=65 30 22 13100 29 40 20 23 60 internal_value=0 -0.00182415 -0.00100306 -0.0026477 -0.00314866 -0.00261467 -0.00304581 0.160223 internal_weight=0 13359 13337 13212 13183 13143 13123 125 internal_count=13389 13359 13337 13212 13183 13143 13123 125 cat_boundaries=0 4 cat_threshold=67108864 16384 256 32768 is_linear=0 shrinkage=0.01 Tree=434 num_leaves=11 num_cat=2 split_feature=4 10 25 10 25 8 6 8 9 26 split_gain=27548.2 53512.7 34743.5 14654.9 7734.07 34401.2 30675 20676.1 7019.59 135.98 threshold=344.25000000000006 282.93750000000006 0 178.65425000000002 1 29.010000000000002 40.44700000000001 255.10500000000002 233.43000000000004 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 2 left_child=1 2 9 4 5 6 -4 8 -6 -1 right_child=-2 -3 3 -5 7 -7 -8 -9 -10 -11 leaf_value=0.16128922253388622 0.30156440575917559 -0.49459290114316079 -0.033695079278874648 0.22192787145746168 -0.0014846403624176286 -0.39977923011779787 0.36374725103378297 0.32000104999542239 -0.18897975826263427 0.18216583867867786 leaf_weight=65 30 22 669 29 12429 25 20 20 20 60 leaf_count=65 30 22 669 29 12429 25 20 20 20 60 internal_value=0 -0.00180591 -0.000993031 -0.00262122 -0.00311717 -0.0348916 -0.0221583 -0.0012687 -0.00178586 0.15862 internal_weight=0 13359 13337 13212 13183 714 689 12469 12449 125 internal_count=13389 13359 13337 13212 13183 714 689 12469 12449 125 cat_boundaries=0 4 8 cat_threshold=67108864 16384 256 32768 1 589888 19136512 32 is_linear=0 shrinkage=0.01 Tree=435 num_leaves=14 num_cat=5 split_feature=25 3 25 24 6 5 6 6 25 1 6 5 24 split_gain=22879.8 24457.6 15586.6 25718.3 25280.5 7714.59 11537.7 12458.7 11213.7 6208.48 2139.69 2023.89 1442.64 threshold=0 333.3454000000001 1 2 11.567500000000003 181.87500000000003 227.06475000000003 156.16500000000005 3 57.065000000000012 272.07425000000006 279.07800000000003 4 decision_type=9 2 9 1 2 2 2 2 9 2 2 2 1 left_child=-1 2 3 9 -5 6 7 8 -4 12 -8 -7 -2 right_child=1 -3 5 4 -6 11 10 -9 -10 -11 -12 -13 -14 leaf_value=0.11398648971767095 -0.064406683401627973 0.28832231653147733 0.051599034765391676 -0.013274589556234855 0.35549173854646227 -0.15676547125766152 -0.095196891526381167 0.23323824734791465 -0.0014423679826606911 -0.30281699085235597 -0.23341550801481523 -0.040914023590087896 -0.14701255559921264 leaf_weight=163 100 29 402 162 21 38 24 23 12230 20 21 25 117 leaf_count=163 100 29 402 162 21 38 24 23 12230 20 21 25 117 internal_value=0 -0.00176472 -0.0024042 -0.0616205 0.027538 -0.000406928 0.000140334 0.000708708 0.000285324 -0.128792 -0.159699 -0.110793 -0.118688 internal_weight=0 13212 13183 420 183 12763 12700 12655 12632 237 45 63 217 internal_count=13375 13212 13183 420 183 12763 12700 12655 12632 237 45 63 217 cat_boundaries=0 4 8 9 13 14 cat_threshold=0 2113536 256 131072 16384 64 2151825408 16777216 741 0 65552 1093140480 40992 129 is_linear=0 shrinkage=0.01 Tree=436 num_leaves=10 num_cat=3 split_feature=8 25 24 3 10 4 1 25 1 split_gain=22741.4 22184.5 103144 18294.7 15596.6 21657.8 16928.8 21082.5 2795.12 threshold=341.27040000000005 0 1 333.3454000000001 223.50400000000005 333.3454000000001 233.80500000000004 2 355.00000000000006 decision_type=2 9 1 2 2 2 2 9 2 left_child=1 2 -1 4 5 6 7 -3 -8 right_child=-2 3 -4 -5 -6 -7 8 -9 -10 leaf_value=0.31319831724677766 0.33668439483642582 -0.072430150643632743 -0.11724609484879867 0.26257320073934698 -0.22007745894518768 -0.31589966340498493 0.12119572151590276 -0.00024284039930208947 0.27716987049579622 leaf_weight=102 20 408 105 26 33 22 27 12612 20 leaf_count=102 20 408 105 26 33 22 27 12612 20 internal_value=0 -0.000772429 0.0995157 -0.00242519 -0.00295211 -0.00240469 -0.00187688 -0.00256075 0.187568 internal_weight=0 13355 207 13148 13122 13089 13067 13020 47 internal_count=13375 13355 207 13148 13122 13089 13067 13020 47 cat_boundaries=0 4 5 9 cat_threshold=0 16384 1090519296 131072 2617 16384 64 2151827456 16777216 is_linear=0 shrinkage=0.01 Tree=437 num_leaves=14 num_cat=3 split_feature=25 10 14 25 6 26 3 2 4 4 25 1 26 split_gain=22323.4 38577.6 15153.8 11011.3 15366.9 9790.03 9454.52 9634.2 38903.2 20919 3839.8 3541.63 534.574 threshold=0 279.07800000000003 95.142500000000013 1 18.735000000000003 2022.5000000000002 279.07800000000003 67.575000000000003 25.505000000000003 285.62500000000006 2 4.4228000000000014 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 9 2 2 left_child=12 2 3 4 5 10 7 9 -9 -5 -2 -7 -1 right_child=1 -3 -4 6 -6 11 -8 8 -10 -11 -12 -13 -14 leaf_value=0.13728173916598402 0.017821167901030971 0.41666105270385745 -0.21024180041040694 -0.0001881096677887707 0.17343805142811367 -0.11065867257201011 -0.20276928507763409 0.010200763379152005 0.49178462696075442 -0.32385671305656433 -0.062332575157398484 -0.25267133045196533 0.10105628675222397 leaf_weight=83 107 22 35 12568 28 144 23 104 20 20 121 20 80 leaf_count=83 107 22 35 12568 28 144 23 104 20 20 121 20 80 internal_value=0 -0.0017405 -0.00243968 -0.0018868 -0.051657 -0.069053 -0.000204662 0.00016168 0.0878756 -0.000702359 -0.0266688 -0.127977 0.112595 internal_weight=0 13212 13190 13155 420 392 12735 12712 124 12588 228 164 163 internal_count=13375 13212 13190 13155 420 392 12735 12712 124 12588 228 164 163 cat_boundaries=0 4 8 11 cat_threshold=0 2113536 256 131072 16384 64 2151825408 16777216 16384 64 16384 is_linear=0 shrinkage=0.01 Tree=438 num_leaves=10 num_cat=0 split_feature=8 3 10 4 0 10 14 26 0 split_gain=22265.5 12124.1 26294.3 23267.7 16782.1 12123.8 10513 4484.28 4179.83 threshold=341.27040000000005 333.3454000000001 282.93750000000006 333.3454000000001 217.36500000000004 178.65425000000002 112.45500000000001 2022.5000000000002 269.79925000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -9 right_child=-2 -3 -4 -5 7 -7 -8 8 -10 leaf_value=0.00072936844680871447 0.3331462936401367 0.20348522876871045 -0.36352368593215945 -0.31174619158109029 -0.046348120016711097 0.20500032570855373 -0.18987904531174693 -0.093773404896259308 -0.28168924035697152 leaf_weight=13147 20 29 20 24 28 29 29 20 29 leaf_count=13147 20 29 20 24 28 29 29 20 29 internal_value=0 -0.000761212 -0.00120569 -0.000661099 -9.8982e-05 0.000759373 0.000309845 -0.147301 -0.204989 internal_weight=0 13355 13326 13306 13282 13205 13176 77 49 internal_count=13375 13355 13326 13306 13282 13205 13176 77 49 is_linear=0 shrinkage=0.01 Tree=439 num_leaves=12 num_cat=0 split_feature=8 3 0 4 2 9 14 0 0 2 2 split_gain=21822.4 11882.9 16060.9 14592.1 9848.52 9107.92 7269.68 4098.55 5023.16 2114.31 3254.98 threshold=341.27040000000005 333.3454000000001 217.36500000000004 333.3454000000001 156.16500000000005 198.34750000000003 192.44922000000003 365.72000000000008 284.98750000000007 365.72000000000008 203.96813100000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -4 10 -6 right_child=-2 -3 7 -5 9 -7 -8 -9 -10 -11 -12 leaf_value=0.00017096670639117598 0.32981485366821289 0.20145038144341831 -0.11860786751294748 -0.25765247279947456 0.18246227854774114 -0.15319470681441136 -0.17402997950712842 -0.02968737284342448 -0.31353263127803804 0.19592308783531187 0.032711243578728212 leaf_weight=13070 20 29 39 22 21 39 24 24 20 20 47 leaf_count=13070 20 29 39 22 21 39 24 24 20 20 47 internal_value=0 -0.0007536 -0.00119364 -0.000324514 0.000103685 -0.000602816 -0.000148326 -0.139866 -0.184684 0.105541 0.0789579 internal_weight=0 13355 13326 13243 13221 13133 13094 83 59 88 68 internal_count=13375 13355 13326 13243 13221 13133 13094 83 59 88 68 is_linear=0 shrinkage=0.01 Tree=440 num_leaves=16 num_cat=4 split_feature=4 25 7 9 25 24 6 2 3 0 2 9 25 6 2 split_gain=54993.9 28405.6 29875 29259.2 25451.5 23288.5 14373.8 10673 9797.68 9529.75 8498.93 10975.5 7904.37 4586.73 212.457 threshold=344.25000000000006 0 178.65425000000002 36.685000000000009 1 2 5.2798230000000013 207.80256000000003 2.8373970000000006 241.78314000000003 149.26580000000004 162.18600000000004 3 11.941250000000002 263.93200000000007 decision_type=2 9 2 2 9 1 2 2 2 2 2 2 9 2 2 left_child=1 2 3 5 -3 8 12 9 13 10 11 -6 -7 -1 -9 right_child=-2 4 -4 -5 7 6 -8 14 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.018808968435245682 0.45584179401397706 0.14953579683655074 -0.38036838088716779 0.25836181840300559 -0.00076648416210581358 -0.049373225095356715 -0.2940925364494324 -0.14075671127864295 -0.19893315851688387 -0.17370287740603091 0.19546514538201418 -0.18338510662768825 -0.13443873587005958 0.1761653287410736 -0.18629778575897216 leaf_weight=251 26 102 28 30 12149 328 35 21 20 32 22 33 197 20 20 leaf_count=251 26 102 28 30 12149 328 35 21 20 32 22 33 197 20 20 internal_value=0 -0.00451534 -0.0581545 -0.048574 -0.000529165 -0.0593943 -0.0961583 -0.00189662 0.0141717 -0.00135845 -0.000906546 -0.00126118 -0.0847942 0.030422 -0.162972 internal_weight=0 13288 909 881 12379 851 560 12277 291 12236 12204 12182 525 271 41 internal_count=13314 13288 909 881 12379 851 560 12277 291 12236 12204 12182 525 271 41 cat_boundaries=0 4 8 9 12 cat_threshold=67109376 64 1111753728 32800 256 16384 16640 2097152 2328 512 0 1074004992 is_linear=0 shrinkage=0.01 Tree=441 num_leaves=16 num_cat=5 split_feature=4 25 7 25 9 24 4 2 7 9 2 25 6 25 26 split_gain=53899.5 28215.7 31314.3 24957 24222.7 24460.6 19004.3 9475.43 9030.71 8391.71 7426.49 9083.52 7346.85 4165.33 472.725 threshold=344.25000000000006 0 178.65425000000002 1 36.685000000000009 2 5.3195730000000001 207.80256000000003 206.27675000000002 162.18600000000004 22.196000000000005 3 211.12500000000003 4 2022.5000000000002 decision_type=2 9 2 9 2 1 2 2 2 2 2 9 2 9 2 left_child=1 2 4 14 5 6 13 8 9 12 11 -7 -5 -1 -3 right_child=-2 3 -4 7 -6 10 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.0014253083013352893 0.45128336723034196 0.18299760575647706 -0.38106041809608193 -0.00094779273752493092 0.22746630961856537 -0.069005953045740517 -0.28070115661621098 -0.15544248074293138 0.16146848881945888 -0.16098394136085656 0.037446266443301471 -0.16315367750285828 -0.17255212955474852 0.078432582157629507 0.13986688969035943 leaf_weight=158 26 54 29 12113 31 355 20 40 34 33 39 184 25 125 48 leaf_count=158 26 54 29 12113 31 355 20 40 34 33 39 184 25 125 48 internal_value=0 -0.00447044 -0.0569548 -0.000423984 -0.0472734 -0.0569407 0.0166576 -0.00178169 -0.00127955 -0.00173419 -0.0941813 -0.105453 -0.00130124 0.038261 0.148174 internal_weight=0 13288 941 12347 912 881 303 12245 12205 12171 578 539 12138 283 102 internal_count=13314 13288 941 12347 912 881 303 12245 12205 12171 578 539 12138 283 102 cat_boundaries=0 4 8 9 13 16 cat_threshold=67109376 64 1113850880 32800 256 16384 16640 2097152 2352 67109376 0 263168 32 512 0 263168 is_linear=0 shrinkage=0.01 Tree=442 num_leaves=15 num_cat=3 split_feature=4 25 7 25 9 10 24 2 13 9 10 2 3 26 split_gain=52827.2 27670 30688 24460.3 23743.6 25200.1 26304.1 11635 11231.8 9473.65 8827.13 9632.49 6490.74 463.318 threshold=344.25000000000006 0 178.65425000000002 1 36.685000000000009 32.710500000000003 2 22.196000000000005 118.09000000000002 162.18600000000004 211.12500000000003 207.80256000000003 2.8373970000000006 2022.5000000000002 decision_type=2 9 2 9 2 2 1 2 2 2 2 2 2 2 left_child=1 2 4 13 5 6 12 -8 9 10 11 -5 -1 -3 right_child=-2 3 -4 8 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.046591561408323934 0.4467705114071186 0.18116763613842155 -0.37724981077786146 -0.0016359273376469453 0.22519164329574956 -0.37598185780147708 -0.099998835506345349 0.085815969043307835 0.19828895483698167 -0.17142926347978185 0.19836165357719768 -0.16323168838346327 -0.10639811877281435 0.13846821562697492 leaf_weight=263 26 54 29 12125 31 24 527 36 28 33 22 37 31 48 leaf_count=263 26 54 29 12125 31 24 527 36 28 33 22 37 31 48 internal_value=0 -0.00442688 -0.0564013 -0.000419745 -0.0468173 -0.0563886 -0.0474385 -0.0865794 -0.00176388 -0.00222382 -0.00176553 -0.00212754 0.029458 0.146692 internal_weight=0 13288 941 12347 912 881 857 563 12245 12217 12184 12162 294 102 internal_count=13314 13288 941 12347 912 881 857 563 12245 12217 12184 12162 294 102 cat_boundaries=0 4 8 9 cat_threshold=67109376 64 1113850880 32800 256 16384 16640 2097152 2352 is_linear=0 shrinkage=0.01 Tree=443 num_leaves=18 num_cat=6 split_feature=4 25 7 25 0 24 25 2 7 25 9 26 6 24 6 26 26 split_gain=51775.9 27119.4 30077.3 23973.6 23399.7 17443.3 13869 9123.56 8855.86 8641.7 8071.32 7662.94 7220.43 6529.93 4888.7 3411.8 454.097 threshold=344.25000000000006 0 178.65425000000002 1 176.53925000000004 2 3 207.80256000000003 206.27675000000002 4 162.18600000000004 2022.5000000000002 211.12500000000003 5 5.2798230000000013 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 9 2 1 9 2 2 9 2 2 2 1 2 2 2 left_child=1 2 4 16 5 9 15 8 10 11 12 -1 -5 -8 -11 -7 -3 right_child=-2 3 -4 7 -6 6 13 -9 -10 14 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.0062777124132428856 0.44230284269039444 0.17935596223230715 -0.3734773122853246 -0.00092872357843149281 0.19330357013604579 -0.16456173770281735 -0.12871102049432953 -0.15252691638469695 0.15991124258321876 -0.028366976074466949 -0.15788387881987023 0.15398297800467564 -0.17105020980834962 -0.031131649543969041 -0.17399111852645874 -0.28140634695688888 0.13708354073266188 leaf_weight=70 26 54 29 12113 39 49 106 40 34 296 33 52 25 224 25 51 48 leaf_count=70 26 54 29 12113 39 49 106 40 34 296 33 52 25 224 25 51 48 internal_value=0 -0.00438261 -0.0558373 -0.000415547 -0.0463491 -0.0570553 -0.101433 -0.00174624 -0.00125351 -0.0114321 -0.00170373 0.0573309 -0.00127911 -0.0653391 -0.0385088 -0.203775 0.145225 internal_weight=0 13288 941 12347 912 873 430 12245 12205 443 12171 122 12138 330 321 100 102 internal_count=13314 13288 941 12347 912 873 430 12245 12205 443 12171 122 12138 330 321 100 102 cat_boundaries=0 4 8 9 12 15 16 cat_threshold=67109376 64 1113850880 32800 256 16384 16640 2097152 318 0 64 35651584 0 64 1109393408 65 is_linear=0 shrinkage=0.01 Tree=444 num_leaves=14 num_cat=3 split_feature=4 10 25 25 24 5 6 10 0 2 1 0 26 split_gain=50745.9 26927.9 27387.6 22570.2 18743.4 20383.4 13387.6 13116.9 8915.38 7320.05 6942.86 6223.61 91.9172 threshold=344.25000000000006 282.93750000000006 0 1 2 36.725000000000009 211.12500000000003 195.14400000000003 37.369500000000009 216.24000000000004 181.87500000000003 157.57350000000002 2022.5000000000002 decision_type=2 2 9 9 1 2 2 2 2 2 2 2 2 left_child=1 2 12 4 5 8 7 9 -4 -5 11 -6 -1 right_child=-2 -3 3 6 10 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.17756238442880137 0.43787980666527382 -0.36214668319338844 -0.022618033201857048 -0.00084627969500919182 -0.083134152479933887 0.31950071501731875 -0.23724451462427776 0.25505369460582733 0.19526151847839354 -0.14998566230138144 0.068459421766215361 -0.23832506603664821 0.15832603905511941 leaf_weight=54 26 21 308 12084 602 20 24 20 20 33 29 27 46 leaf_count=54 26 21 308 12084 602 20 24 20 20 33 29 27 46 internal_value=0 -0.00433999 -0.00377363 -0.00507977 -0.0503615 0.00929858 -0.0012956 -0.000830098 -0.00933269 -0.00125245 -0.0815812 -0.0897958 0.153376 internal_weight=0 13288 13267 13167 1006 348 12161 12137 328 12117 658 629 100 internal_count=13314 13288 13267 13167 1006 348 12161 12137 328 12117 658 629 100 cat_boundaries=0 4 8 9 cat_threshold=256 16384 16640 2097152 67109376 64 3259237376 32800 2352 is_linear=0 shrinkage=0.01 Tree=445 num_leaves=12 num_cat=0 split_feature=8 7 13 4 10 11 14 10 13 11 11 split_gain=29186.3 18586.7 9251.46 24478.4 13863.9 10427.6 9501.79 8405.81 1502.82 805.351 86.412 threshold=272.07425000000006 287.60640000000006 55.232840000000003 8.0650000000000013 282.93750000000006 92.932500000000019 192.44922000000003 211.12500000000003 182.65800000000004 176.53925000000004 239.51250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 -4 -7 -11 right_child=-2 -3 3 -5 -6 9 -8 -9 -10 10 -12 leaf_value=0.0022264717661957152 -0.31635092636634565 -0.27680378437042236 -0.076569444679078599 0.40139359746660502 -0.2555758844103132 -0.075569110187617222 -0.20088547810264257 0.20245540023648315 0.043065803391592841 -0.16515927199274302 -0.13673807738915733 leaf_weight=13146 29 24 21 21 21 22 23 21 21 20 23 leaf_count=13146 29 24 21 21 21 22 23 21 21 20 23 internal_value=0 0.00123513 0.00173539 0.12263 0.00116169 0.00156844 0.00219108 0.00254582 -0.0167518 -0.12478 -0.149957 internal_weight=0 13363 13339 63 13276 13255 13190 13167 42 65 43 internal_count=13392 13363 13339 63 13276 13255 13190 13167 42 65 43 is_linear=0 shrinkage=0.01 Tree=446 num_leaves=18 num_cat=6 split_feature=25 2 25 24 25 4 4 6 25 26 4 25 5 1 26 26 26 split_gain=36073.8 29356.1 16753.7 9601.28 35283.8 38758.4 37140.6 23302.8 21432.3 14097.4 9141.03 7612.32 8270.23 6166.41 4154.76 37.1602 34.8782 threshold=0 293.85000000000008 1 2 3 28.885500000000004 99.322500000000019 31.112000000000005 4 2022.5000000000002 181.87500000000003 5 46.247999999999998 31.872000000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 9 2 2 2 9 2 2 9 2 2 2 2 2 left_child=15 2 16 8 5 7 -7 -5 9 -4 13 14 -13 -10 -6 -1 -2 right_child=1 -3 3 4 11 6 -8 -9 10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=0.15913314459928826 -0.12021213238699394 -0.30373246110975743 -0.052435140523043551 0.054440595275694781 -0.023778263850645586 0.62188460723213534 0.11274893396779112 -0.20107422197187269 -0.0084647023925378054 -0.28695831562081975 -0.20665713921837184 -0.00065791908770090391 0.12025747325336723 0.078069699385336463 -0.1450938846941652 0.16938058589001498 -0.13122688071481112 leaf_weight=67 57 32 55 1010 55 23 38 37 4188 48 23 7427 57 84 58 75 58 leaf_count=67 57 32 55 1010 55 23 38 37 4188 48 23 7427 57 84 58 75 58 internal_value=0 -0.00121478 -0.000483318 0.000615783 0.00669858 0.059153 0.304718 0.0454109 -0.0114118 -0.147415 -0.00781543 -0.00101945 0.000262652 -0.00676318 -0.0790508 0.15372 -0.115706 internal_weight=0 13250 13218 13103 8705 1108 61 1047 4398 103 4295 7597 7484 4272 113 142 115 internal_count=13392 13250 13218 13103 8705 1108 61 1047 4398 103 4295 7597 7484 4272 113 142 115 cat_boundaries=0 3 6 7 11 14 18 cat_threshold=67109120 16384 256 0 0 1107820544 2944 134234625 80 2166833152 131104 0 80 2097152 0 0 4194304 41480 is_linear=0 shrinkage=0.01 Tree=447 num_leaves=18 num_cat=7 split_feature=25 2 25 24 25 4 4 6 25 26 4 25 5 25 26 26 26 split_gain=35355.9 28772 16420.3 9410.21 35026.9 36135.2 34371.4 22514 21005.8 13816.8 8959.13 7072.36 8226.53 5406.42 3637.97 36.4208 34.1841 threshold=0 293.85000000000008 1 2 3 28.885500000000004 99.322500000000019 31.112000000000005 4 2022.5000000000002 181.87500000000003 5 33.222525000000012 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 9 2 2 2 9 2 2 9 2 9 2 2 2 left_child=15 2 16 8 5 7 -7 -5 9 -4 13 14 -13 -10 -6 -1 -2 right_child=1 -3 3 4 11 6 -8 -9 10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=0.15754180901086154 -0.11901001202432733 -0.30069513682276011 -0.051910789229653094 0.053029835488215105 -0.023402757548516794 0.58849402209122981 0.10750984522012563 -0.19466645165493612 -0.03614816101754139 -0.28408873046437899 -0.20459056792051897 -0.0011058251052777006 0.099013023319014584 -0.00238495099217618 -0.1304755362547361 0.16768677600423496 -0.12991461174241428 leaf_weight=67 57 32 55 1069 62 24 39 38 534 48 23 7325 83 3738 65 75 58 leaf_count=67 57 32 55 1069 62 24 39 38 534 48 23 7325 83 3738 65 75 58 internal_value=0 -0.00120263 -0.000478485 0.000609625 0.00663159 0.0572952 0.290742 0.0445272 -0.0112977 -0.145941 -0.00773728 -0.00130072 1.58954e-05 -0.00669555 -0.0724955 0.152183 -0.114549 internal_weight=0 13250 13218 13103 8705 1170 63 1107 4398 103 4295 7535 7408 4272 127 142 115 internal_count=13392 13250 13218 13103 8705 1170 63 1107 4398 103 4295 7535 7408 4272 127 142 115 cat_boundaries=0 3 6 7 11 14 18 22 cat_threshold=67109120 16384 256 0 0 1107820544 2944 138428929 80 2166836224 131104 0 80 2097152 0 0 4194306 41480 134234113 2654208 2701393920 33554944 is_linear=0 shrinkage=0.01 Tree=448 num_leaves=11 num_cat=3 split_feature=25 2 25 0 3 5 25 26 26 3 split_gain=34652.5 28199.3 16093.5 9392.05 12391 13057.2 11940.1 35.6961 33.5039 21.8876 threshold=0 293.85000000000008 1 344.25000000000006 230.65000000000003 333.3454000000001 2 2022.5000000000002 2022.5000000000002 293.85000000000008 decision_type=9 2 9 2 2 2 9 2 2 2 left_child=7 2 8 4 5 6 -4 -1 -2 -6 right_child=1 -3 3 -5 9 -7 -8 -9 -10 -11 leaf_value=0.15596638053210815 -0.11781991063502797 -0.29768818631768229 0.032796141272546708 0.18036660621906148 -0.16353303565979005 -0.24834419432140534 -0.0016939650363949968 0.16600990714629493 -0.12861546327327861 -0.15030046005249023 leaf_weight=67 57 32 1086 29 25 21 11917 75 58 25 leaf_count=67 57 32 1086 29 25 21 11917 75 58 25 internal_value=0 -0.00119089 -0.000473991 0.000603235 0.000204955 0.000808156 0.00121054 0.150661 -0.113403 -0.156917 internal_weight=0 13250 13218 13103 13074 13024 13003 142 115 50 internal_count=13392 13250 13218 13103 13074 13024 13003 142 115 50 cat_boundaries=0 3 6 10 cat_threshold=67109120 16384 256 0 0 1107820544 134218240 0 23266304 16941088 is_linear=0 shrinkage=0.01 Tree=449 num_leaves=18 num_cat=6 split_feature=25 2 25 24 25 4 4 6 25 26 4 25 5 1 26 26 26 split_gain=33962.8 27638.2 15773.3 9214.01 33862.9 36407.4 32753.6 22327.9 20553 13519.6 8803.73 8146.92 8048.47 6042.27 4847.72 34.9856 32.8371 threshold=0 293.85000000000008 1 2 3 28.885500000000004 99.322500000000019 33.286525000000005 4 2022.5000000000002 181.87500000000003 5 33.222525000000012 31.872000000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 9 2 2 2 9 2 2 9 2 2 2 2 2 left_child=15 2 16 8 5 7 -7 -5 9 -4 13 14 -13 -10 -6 -1 -2 right_child=1 -3 3 4 11 6 -8 -9 10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=0.15440672956295867 -0.11664171093388609 -0.29471130229532722 -0.051356722311540086 0.052437701398866471 -0.025608747529983523 0.58239609420299532 0.11051983971344796 -0.20085377560721504 -0.0083148645137773817 -0.28102400943636896 -0.20280182485995085 -0.00098563973217678487 0.098039832388062076 0.077344088029293781 -0.16485981740951539 0.1643498101512591 -0.12732930927441038 leaf_weight=67 57 32 55 1046 50 24 38 36 4188 48 23 7378 83 84 50 75 58 leaf_count=67 57 32 55 1046 50 24 38 36 4188 48 23 7378 83 84 50 75 58 internal_value=0 -0.00117875 -0.000469016 0.00059744 0.0065563 0.0570159 0.293182 0.0440103 -0.0111851 -0.14437 -0.00766323 -0.0011436 0.000115815 -0.00663056 -0.0865766 0.149155 -0.112269 internal_weight=0 13250 13218 13103 8705 1144 62 1082 4398 103 4295 7561 7461 4272 100 142 115 internal_count=13392 13250 13218 13103 8705 1144 62 1082 4398 103 4295 7561 7461 4272 100 142 115 cat_boundaries=0 3 6 7 11 14 18 cat_threshold=67109120 16384 256 0 0 1107820544 2944 134234625 80 2166834176 131104 0 80 2097152 64 0 4194306 41472 is_linear=0 shrinkage=0.01 Tree=450 num_leaves=11 num_cat=2 split_feature=10 25 0 9 25 7 4 26 9 26 split_gain=33488 24201.9 17008 16807.9 12942 12738.9 12662.2 5330.85 1011.9 118.169 threshold=279.07800000000003 0 344.25000000000006 198.34750000000003 1 333.3454000000001 285.62500000000006 2022.5000000000002 257.43900000000002 2022.5000000000002 decision_type=2 9 2 2 9 2 2 2 2 2 left_child=1 7 3 4 9 6 -6 -1 -5 -3 right_child=-2 2 -4 8 5 -7 -8 -9 -10 -11 leaf_value=0.21497338796484058 0.38310168805329697 -0.084178139947983163 0.25534434098463793 -0.14512014221061362 0.0011635518992493534 0.24721591404506141 -0.21974063708232 0.084472077173345234 -0.23998385038064876 -0.10143672798809253 leaf_weight=58 23 83 26 22 12944 21 26 68 23 76 leaf_count=58 23 83 26 22 12944 21 26 68 23 76 internal_value=0 0.00119746 -0.000168544 -0.000672145 -1.19151e-05 0.00111832 0.000720722 0.133916 -0.193606 -0.0869584 internal_weight=0 13347 13221 13195 13150 12991 12970 126 45 159 internal_count=13370 13347 13221 13195 13150 12991 12970 126 45 159 cat_boundaries=0 4 8 cat_threshold=0 16384 1107296512 32768 0 16 524288 32 is_linear=0 shrinkage=0.01 Tree=451 num_leaves=18 num_cat=8 split_feature=25 25 1 24 25 25 2 4 26 7 25 25 2 0 26 25 26 split_gain=25346.6 13513.5 10133.3 9045.54 53592.6 42704.6 21076.2 33340 11126 9894.86 10280.8 6981.01 9048.04 2061.02 7845.49 1530.35 1147.07 threshold=0 1 316.3010000000001 2 3 4 16.165000000000003 18.645000000000003 2022.5000000000002 151.80020000000005 5 6 69.535000000000011 11.177000000000001 2022.5000000000002 7 2022.5000000000002 decision_type=9 9 2 1 9 9 2 2 2 2 9 9 2 2 2 9 2 left_child=13 16 3 4 6 8 7 -3 -5 10 -7 15 -13 14 -1 -6 -2 right_child=1 2 -4 5 11 9 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=0.040232981821385828 -0.066140039619945343 0.12793327175837788 -0.20395369743307432 -0.087555436657534721 -0.045321312016003749 0.038585180476852429 0.41561635307643729 -0.2492594638824463 -0.25941661422765711 -0.16957160445622038 -0.0045216391917379138 0.0096019898644710503 0.22295413589477542 0.21709814500808716 0.17814628437340979 -0.011049356384413993 -0.11871793502714577 leaf_weight=82 84 374 24 72 136 592 23 25 79 35 6826 3244 20 20 83 1569 82 leaf_count=82 84 374 24 72 136 592 23 25 79 35 6826 3244 20 20 83 1569 82 internal_value=0 0.000160572 0.0013362 0.00171637 0.0116124 -0.00530793 0.11846 0.1043 -0.166447 -0.00182455 -0.00103554 0.00231856 0.010876 0.115011 0.109608 -0.0140314 -0.0868786 internal_weight=0 13185 13019 12995 5391 7604 422 399 151 7453 7418 4969 3264 185 165 1705 166 internal_count=13370 13185 13019 12995 5391 7604 422 399 151 7453 7418 4969 3264 185 165 1705 166 cat_boundaries=0 3 7 8 12 16 20 24 27 cat_threshold=0 64 256 0 16 524288 32 1137 776 557056 2183463936 512 256 16384 2183135232 131072 71319553 2147549704 1090523136 8192 858013703 2165314092 297799729 37752843 16385 0 16777216 is_linear=0 shrinkage=0.01 Tree=452 num_leaves=9 num_cat=2 split_feature=10 8 25 1 3 4 25 26 split_gain=32777.2 41413.9 35522.4 21447 13983.6 23102.2 9567.03 2250.39 threshold=279.07800000000003 286.44390000000004 0 316.3010000000001 285.62500000000006 293.85000000000008 1 2022.5000000000002 decision_type=2 2 9 2 2 2 9 2 left_child=1 2 7 4 5 6 -4 -1 right_child=-2 -3 3 -5 -6 -7 -8 -9 leaf_value=0.13168560698114593 0.37899698920871899 -0.41385985692342125 -0.075572275849710033 0.30536752317262733 0.2408980193734169 -0.31067726612091068 0.00082777341385153178 0.21706515297745213 leaf_weight=58 23 24 156 23 24 24 12972 66 leaf_count=58 23 24 156 23 24 24 12972 66 internal_value=0 0.0011674 0.00191503 0.000268749 -0.000263627 -0.000703703 -0.000137023 0.163911 internal_weight=0 13347 13323 13199 13176 13152 13128 124 internal_count=13370 13347 13323 13199 13176 13152 13128 124 cat_boundaries=0 4 8 cat_threshold=0 16384 35651840 32768 0 16 524288 32 is_linear=0 shrinkage=0.01 Tree=453 num_leaves=8 num_cat=2 split_feature=10 8 25 1 3 4 25 split_gain=32125 40589.6 34815.8 21020.2 13705.4 22642.4 9387.94 threshold=279.07800000000003 286.44390000000004 0 316.3010000000001 285.62500000000006 293.85000000000008 1 decision_type=2 2 9 2 2 2 9 left_child=1 2 -1 4 5 6 -4 right_child=-2 -3 3 -5 -6 -7 -8 leaf_value=0.16227180573477676 0.37520702444988752 -0.4097212473551432 -0.074862079455191841 0.30231385407240496 0.23848904490470887 -0.3075704950094223 0.00081950202292250911 leaf_weight=124 23 24 156 23 24 24 12972 leaf_count=124 23 24 156 23 24 24 12972 internal_value=0 0.00115517 0.00189532 0.000265496 -0.000261558 -0.000697234 -0.000136223 internal_weight=0 13347 13323 13199 13176 13152 13128 internal_count=13370 13347 13323 13199 13176 13152 13128 cat_boundaries=0 4 8 cat_threshold=0 16384 35651840 32768 0 16 524288 32 is_linear=0 shrinkage=0.01 Tree=454 num_leaves=10 num_cat=4 split_feature=10 8 25 1 3 25 24 24 26 split_gain=31485.6 39782 34174.7 20602 13432.7 13027.3 13299 7820.56 2205.61 threshold=279.07800000000003 286.44390000000004 0 316.3010000000001 285.62500000000006 1 2 3 2022.5000000000002 decision_type=2 2 9 2 2 9 1 1 2 left_child=1 2 8 4 5 6 -4 -7 -1 right_child=-2 -3 3 -5 -6 7 -8 -9 -10 leaf_value=0.12874604003182774 0.37145493382992956 -0.40562403043111167 0.036266541248414573 0.2992907234637634 0.23610416452089947 0.010410132583774458 -0.08922767231639582 -0.0054774160650165769 0.21327177539016262 leaf_weight=58 23 24 113 23 24 5293 303 7443 66 leaf_count=58 23 24 113 23 24 5293 303 7443 66 internal_value=0 0.00114428 0.00187703 0.00026228 -0.000259504 -0.000690825 -0.055088 0.00112833 0.16077 internal_weight=0 13347 13323 13199 13176 13152 416 12736 124 internal_count=13370 13347 13323 13199 13176 13152 416 12736 124 cat_boundaries=0 4 8 9 10 cat_threshold=0 16384 35651840 32768 0 80 17301504 32 22 3153 is_linear=0 shrinkage=0.01 Tree=455 num_leaves=10 num_cat=2 split_feature=4 4 10 25 8 25 4 4 26 split_gain=67346.5 27941.6 27224.2 26608.2 21303.2 11765.6 18433.7 13142.5 1843.12 threshold=365.72000000000008 263.93200000000007 282.93750000000006 0 272.07425000000006 1 27.015000000000004 14.462000000000002 2022.5000000000002 decision_type=2 2 2 9 2 9 2 2 2 left_child=1 2 3 8 5 6 -5 -7 -1 right_child=-2 -3 -4 4 -6 7 -8 -9 -10 leaf_value=0.12259699838811701 -0.5641302721840995 0.35086423479992412 -0.36665255641937256 0.036784359974083525 -0.28475034640385555 -0.0034435599772447223 -0.1381905730565389 0.057603226706876863 0.20409800529479982 leaf_weight=55 21 23 20 1359 26 11317 63 364 56 leaf_count=55 21 23 20 1359 26 11317 63 364 56 internal_value=0 0.00261887 0.00201482 0.00257172 0.00120841 0.00177675 0.0288296 -0.00153992 0.150184 internal_weight=0 13283 13260 13240 13129 13103 1422 11681 111 internal_count=13304 13283 13260 13240 13129 13103 1422 11681 111 cat_boundaries=0 3 7 cat_threshold=0 16384 37748992 67125769 16 3239004160 16949280 is_linear=0 shrinkage=0.01 Tree=456 num_leaves=16 num_cat=4 split_feature=4 1 4 25 24 3 25 25 1 8 4 1 10 3 26 split_gain=66006.3 30365 27244.3 25297.9 76034 63926.6 40418.4 38325.6 27772.9 11569.2 13142.6 11110.7 8440.65 2975.06 1260.65 threshold=365.72000000000008 272.07425000000006 263.93200000000007 0 1 1.1528500000000002 2 3 148.98750000000004 234.55500000000004 149.69580000000005 376.61250000000007 149.68000000000004 66.397500000000022 2022.5000000000002 decision_type=2 2 2 9 1 2 9 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 14 -9 10 12 -3 -5 -7 -6 right_child=-2 11 -4 9 7 13 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.039710893409196722 -0.55848896934872583 -0.39632776846885687 0.34735561308653462 -0.001190704518281025 -0.13591328756133123 -0.10180551195144653 0.27997702020012644 0.011035746173788963 0.38952243736386299 -0.23599136988321942 0.2193090260470355 -0.084316796348208475 -0.18891386878987151 -0.26543774890899657 -0.19638743313265519 leaf_weight=119 21 25 23 11955 67 20 232 633 20 21 27 21 24 25 71 leaf_count=119 21 25 23 11955 67 20 232 633 20 21 27 21 24 25 71 internal_value=0 0.00259268 0.00348397 0.00288544 0.0467264 0.158141 0.207627 -0.0103291 0.0222867 -0.00147905 -0.00107009 -0.253888 -0.00156681 -0.192712 -0.155741 internal_weight=0 13283 13237 13214 1187 396 351 791 653 12027 12006 46 11979 45 138 internal_count=13304 13283 13237 13214 1187 396 351 791 653 12027 12006 46 11979 45 138 cat_boundaries=0 4 5 8 12 cat_threshold=67109376 2113552 3276669184 8224 2656 0 16 3271557120 0 2113536 4194560 8192 is_linear=0 shrinkage=0.01 Tree=457 num_leaves=10 num_cat=0 split_feature=4 1 4 1 14 1 14 3 1 split_gain=64693.3 29761.3 26701.8 15189.9 12021.9 10889.6 8076.09 6835.66 4661.11 threshold=365.72000000000008 272.07425000000006 263.93200000000007 157.57350000000002 192.44922000000003 376.61250000000007 66.397500000000022 344.25000000000006 211.12500000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -3 7 -1 -5 right_child=-2 5 -4 8 -6 -7 -8 -9 -10 leaf_value=0.002540383861440349 -0.55290408134460456 -0.39236449279785157 0.34388205922168236 0.27489835460980733 -0.20480936288833618 -0.083473625779151919 0.16931458194708005 -0.1780226248786563 0.086499567771780084 leaf_weight=13083 21 25 23 24 28 21 29 21 29 leaf_count=13083 21 25 23 24 28 21 29 21 29 internal_value=0 0.00256916 0.00345155 0.002859 0.00217862 -0.251349 0.00261993 0.00225102 0.171812 internal_weight=0 13283 13237 13214 13161 46 13133 13104 53 internal_count=13304 13283 13237 13214 13161 46 13133 13104 53 is_linear=0 shrinkage=0.01 Tree=458 num_leaves=10 num_cat=0 split_feature=4 1 4 1 13 13 1 6 1 split_gain=63405.9 29169.1 26170.4 14887.6 11121.9 21356.2 10672.9 8214.55 4568.36 threshold=365.72000000000008 272.07425000000006 263.93200000000007 157.57350000000002 214.15000000000003 92.932500000000019 376.61250000000007 272.07425000000006 211.12500000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -3 -1 -5 right_child=-2 6 -4 8 -6 -7 -8 -9 -10 leaf_value=0.0023593784145220557 -0.54737504141671323 -0.38844084777832033 0.3404432128823322 0.27214936653772992 -0.23348058366775512 0.31382099455053153 -0.082638885861351388 -0.16910612418981535 0.085634566627699762 leaf_weight=13091 21 25 23 24 20 22 21 28 29 leaf_count=13091 21 25 23 24 20 22 21 28 29 internal_value=0 0.00254346 0.00341703 0.00283041 0.00215683 0.00251546 -0.248836 0.00199342 0.170094 internal_weight=0 13283 13237 13214 13161 13141 46 13119 53 internal_count=13304 13283 13237 13214 13161 13141 46 13119 53 is_linear=0 shrinkage=0.01 Tree=459 num_leaves=13 num_cat=5 split_feature=1 25 1 13 13 25 24 25 25 10 26 10 split_gain=33352.4 24822.2 12636 11767.8 20001.2 10913.7 18039.7 31339.7 29003.6 11755 8422.62 7936.65 threshold=272.07425000000006 0 376.61250000000007 238.56750000000002 92.932500000000019 1 2 3 4 140.32000000000002 2022.5000000000002 52.158358500000006 decision_type=2 9 2 2 2 9 1 9 9 2 2 2 left_child=1 10 -2 4 5 6 8 -8 -3 11 -1 -7 right_child=2 3 -4 -5 -6 9 7 -9 -10 -11 -12 -13 leaf_value=0.052449494552612309 -0.41161823153495791 0.18665865994211456 -0.081812493176687331 -0.2413458080291748 0.27848985782036417 -0.0035138081014221955 -0.16800179449287622 0.008765334505712586 0.029599187124854251 -0.24564174909889697 0.19744573862053627 0.13588572966979773 leaf_weight=75 26 124 21 20 26 10645 101 1035 1084 20 86 41 leaf_count=75 26 124 21 20 26 10645 101 1035 1084 20 86 41 internal_value=0 0.00260143 -0.264258 0.00103564 0.00140716 0.000855122 0.0203506 -0.0082796 0.0471213 -0.00342908 0.122304 -0.00297896 internal_weight=0 13257 47 13096 13076 13050 2344 1136 1208 10706 161 10686 internal_count=13304 13257 47 13096 13076 13050 2344 1136 1208 10706 161 10686 cat_boundaries=0 3 7 8 11 14 cat_threshold=0 0 2151678208 67125785 136429584 1125074944 16785440 3173 0 81936 1073741824 67108864 16400 1073741824 is_linear=0 shrinkage=0.01 Tree=460 num_leaves=13 num_cat=2 split_feature=25 25 0 7 26 5 5 6 6 5 26 7 split_gain=33738.5 24346.6 15789.7 11712.7 9711.91 9082.18 12760.4 11711.8 16490.8 4640.06 167.608 114.567 threshold=0 1 365.72000000000008 218.62500000000003 2022.5000000000002 172.87500000000003 333.3454000000001 232.87500000000003 176.53925000000004 217.36500000000004 2022.5000000000002 272.07425000000006 decision_type=9 9 2 2 2 2 2 2 2 2 2 2 left_child=4 10 3 5 -1 7 9 8 -3 -7 -2 -5 right_child=1 2 -4 11 -6 6 -8 -9 -10 -11 -12 -13 leaf_value=0.071284954910692963 -0.11444401396369493 0.00035328260118093469 -0.28079202556610106 -0.18737473869323729 0.22047448141029083 0.30751722971598311 -0.10437393140792846 -0.17981960036688382 0.28772662115097047 0.11736907883123918 -0.13443341562117656 -0.15352704310417176 leaf_weight=92 81 12764 20 20 83 21 20 36 20 33 87 20 leaf_count=92 81 12764 20 20 83 21 20 36 20 33 87 20 internal_value=0 -0.00162699 -3.08537e-05 0.000403267 0.134365 0.000933294 0.111399 0.000295657 0.000802865 0.191316 -0.117785 -0.170451 internal_weight=0 13122 12954 12934 175 12894 74 12820 12784 54 168 40 internal_count=13297 13122 12954 12934 175 12894 74 12820 12784 54 168 40 cat_boundaries=0 3 7 cat_threshold=0 64 256 0 16400 0 8224 is_linear=0 shrinkage=0.01 Tree=461 num_leaves=11 num_cat=2 split_feature=4 25 25 7 5 7 5 2 5 7 split_gain=45627.5 24966.8 21032.2 13998.9 14722.1 11551.4 10611.7 8979.79 2562.33 493.844 threshold=344.25000000000006 0 1 218.62500000000003 172.87500000000003 105.004 217.36500000000004 255.10500000000002 279.07800000000003 287.60640000000006 decision_type=2 9 9 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 7 -6 -4 -8 -5 right_child=-2 2 3 9 6 -7 8 -9 -10 -11 leaf_value=0.13419148890411153 0.39648365809999664 -0.11058277910310692 -0.00066169471681527608 -0.20758469949165981 0.33613223218917848 -0.17717668011784554 -0.010209970871607464 0.16206935780889847 0.12558758864800135 -0.14118195352100191 leaf_weight=126 29 166 12783 24 20 37 24 34 33 21 leaf_count=126 29 166 12783 24 20 37 24 34 33 21 internal_value=0 -0.000606045 -0.00199902 -0.000525834 8.64878e-05 -0.000739351 0.137948 -0.000230014 0.0684097 -0.176597 internal_weight=0 13268 13142 12976 12931 12854 77 12817 57 45 internal_count=13297 13268 13142 12976 12931 12854 77 12817 57 45 cat_boundaries=0 3 7 cat_threshold=0 0 6816000 0 16400 0 8224 is_linear=0 shrinkage=0.01 Tree=462 num_leaves=13 num_cat=2 split_feature=4 25 26 25 7 5 7 14 5 5 7 26 split_gain=44719.5 24506.1 88559.1 21411 13738.5 11625.9 11347.9 6331.78 5656.97 2064.83 484.017 134.413 threshold=344.25000000000006 0 2022.5000000000002 1 218.62500000000003 172.87500000000003 105.004 104.94300000000001 228.56250000000003 284.98750000000007 287.60640000000006 2022.5000000000002 decision_type=2 9 2 9 2 2 2 2 2 2 2 2 left_child=1 2 -1 11 5 6 7 -5 -7 -10 -6 -3 right_child=-2 3 -4 4 10 8 -8 -9 9 -11 -12 -13 leaf_value=-0.12585558645186887 0.39251881492548973 -0.10228679159283638 0.40443760931491851 0.00031786879143345958 -0.20550885419050854 0.24316067622258114 -0.17540491203802663 -0.14513154931863148 -0.017400177955627441 0.11377493901054064 -0.13977014042082286 -0.11925492282995244 leaf_weight=62 29 90 64 12767 24 26 37 30 20 30 21 97 leaf_count=62 29 90 64 12767 24 26 37 30 20 30 21 97 internal_value=0 -0.000599807 0.132948 -0.00197987 -0.000406144 0.000201528 -0.000528728 -2.31082e-05 0.123519 0.0613049 -0.174831 -0.105449 internal_weight=0 13268 126 13142 12955 12910 12834 12797 76 50 45 187 internal_count=13297 13268 126 13142 12955 12910 12834 12797 76 50 45 187 cat_boundaries=0 3 7 cat_threshold=0 0 6816000 0 16400 16384 8224 is_linear=0 shrinkage=0.01 Tree=463 num_leaves=11 num_cat=2 split_feature=4 25 25 7 5 7 2 5 5 7 split_gain=43829.6 24018.5 20985 13465.1 11394.5 11122.1 8778.36 5544.4 2023.74 474.385 threshold=344.25000000000006 0 1 218.62500000000003 172.87500000000003 105.004 255.10500000000002 228.56250000000003 284.98750000000007 287.60640000000006 decision_type=2 9 9 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 6 -4 -6 -9 -5 right_child=-2 2 3 9 7 -7 -8 8 -10 -11 leaf_value=0.13161875149782967 0.38859362700889855 -0.10439494135113536 -0.00045035669941944468 -0.20345376392205555 0.24072908218090353 -0.17365086474330038 0.16044548685059826 -0.017226169109344484 0.11263719421128432 -0.13837243579682851 leaf_weight=126 29 187 12763 24 26 37 34 20 30 21 leaf_count=126 29 187 12763 24 26 37 34 20 30 21 internal_value=0 -0.000593809 -0.00196007 -0.000402083 0.000199513 -0.000523441 -2.28769e-05 0.122284 0.0606918 -0.173082 internal_weight=0 13268 13142 12955 12910 12834 12797 76 50 45 internal_count=13297 13268 13142 12955 12910 12834 12797 76 50 45 cat_boundaries=0 3 7 cat_threshold=0 0 6816000 0 16400 16384 8224 is_linear=0 shrinkage=0.01 Tree=464 num_leaves=10 num_cat=3 split_feature=4 10 25 25 24 2 5 9 5 split_gain=42957.3 23977.6 28606 19949.4 21850.9 14281.5 12077.4 18138.6 15973.7 threshold=344.25000000000006 279.07800000000003 0 1 2 255.10500000000002 172.87500000000003 162.18600000000004 228.56250000000003 decision_type=2 2 9 9 1 2 2 2 2 left_child=1 2 -1 4 -4 6 7 -5 -8 right_child=-2 -3 3 5 -6 -7 8 -9 -10 leaf_value=0.14530387921119803 0.38470768764101226 -0.34657475185394293 0.0086727819110439947 -0.00058226575373999186 -0.19777980347113175 0.19361173727010425 0.33891173839569094 -0.20631249664827833 0.02505794487297535 leaf_weight=124 29 20 103 12766 100 38 24 43 50 leaf_count=124 29 20 103 12766 100 38 24 43 50 internal_value=0 -0.000587666 -6.5342e-05 -0.00154838 -0.0975388 3.3979e-05 -0.000536976 -0.00127291 0.126848 internal_weight=0 13268 13248 13124 203 12921 12883 12809 74 internal_count=13297 13268 13248 13124 203 12921 12883 12809 74 cat_boundaries=0 3 7 8 cat_threshold=0 0 6816000 0 16400 147456 8224 1365 is_linear=0 shrinkage=0.01 Tree=465 num_leaves=9 num_cat=0 split_feature=8 10 4 0 5 3 10 1 split_gain=47590.8 14872.6 18956.4 14774.4 14241 11752.9 8070.98 6076.72 threshold=312.55000000000013 282.93750000000006 333.3454000000001 365.72000000000008 333.3454000000001 117.39000000000001 211.12500000000003 14.635 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=-0.0015149905726452989 0.48427373504638677 -0.26981238455999468 -0.27323063575304468 -0.24109358494098371 -0.25109632118888525 -0.14129935529794588 0.18203570740918321 0.044305732466957785 leaf_weight=13068 20 21 26 26 23 89 24 22 leaf_count=13068 20 21 26 26 23 89 24 22 internal_value=0 -0.00389831 -0.00347775 -0.00294851 -0.00248035 -0.00204726 -0.00117851 -0.104513 internal_weight=0 13299 13278 13252 13226 13203 13092 111 internal_count=13319 13299 13278 13252 13226 13203 13092 111 is_linear=0 shrinkage=0.01 Tree=466 num_leaves=10 num_cat=0 split_feature=8 10 0 26 3 10 5 0 9 split_gain=46643.8 14576.7 15598.5 25099.4 17109.1 9528.46 8372.77 8073.17 5101.13 threshold=312.55000000000013 282.93750000000006 217.36500000000004 2022.5000000000002 272.07425000000006 211.12500000000003 333.3454000000001 293.85000000000008 257.43900000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 8 -5 -1 right_child=-2 -3 3 7 -6 -7 -8 -9 -10 leaf_value=-0.0017562293177876107 0.47943101119995118 -0.26711425190880184 0.070129275432654792 -0.16528832279402636 -0.22336480644771028 0.20138555635576663 -0.20184729939415341 -0.41616524571957797 -0.15415681313384663 leaf_weight=13090 20 21 35 29 35 23 21 23 22 leaf_count=13090 20 21 35 29 35 23 21 23 22 internal_value=0 -0.00385933 -0.00344298 -0.136904 -0.00256275 -0.00197533 -0.00233148 -0.276253 -0.00201193 internal_weight=0 13299 13278 87 13191 13156 13133 52 13112 internal_count=13319 13299 13278 87 13191 13156 13133 52 13112 is_linear=0 shrinkage=0.01 Tree=467 num_leaves=9 num_cat=1 split_feature=25 8 26 7 14 10 13 13 split_gain=45815.9 48652.6 18522.7 12645 12944.7 15040 11250.1 27530.3 threshold=0 284.98750000000007 2022.5000000000002 287.60640000000006 182.65800000000004 267.95700000000005 214.15000000000003 92.932500000000019 decision_type=9 2 2 2 2 2 2 2 left_child=2 3 -1 4 5 6 7 -2 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=-0.080953025985182378 -0.0018556594658941856 0.46858344164761634 -0.33371865712990195 -0.2314012336730957 0.23037534813086194 -0.26332387642426924 -0.22758544271642511 0.3521899830211293 leaf_weight=57 13067 22 59 24 24 22 22 22 leaf_count=57 13067 22 59 24 24 22 22 22 internal_value=0 -0.00128779 -0.192887 -0.00207301 -0.00165469 -0.00207871 -0.00164035 -0.00126058 internal_weight=0 13203 116 13181 13157 13133 13111 13089 internal_count=13319 13203 116 13181 13157 13133 13111 13089 cat_boundaries=0 4 cat_threshold=67108864 0 256 32768 is_linear=0 shrinkage=0.01 Tree=468 num_leaves=9 num_cat=0 split_feature=14 4 7 3 13 13 6 7 split_gain=35534.7 15941.3 14244.9 9858.25 9029.17 27089.6 9273.88 890.007 threshold=182.65800000000004 365.72000000000008 239.51250000000002 263.93200000000007 214.15000000000003 92.932500000000019 89.585000000000008 365.72000000000008 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 leaf_value=-0.0017626103021900819 0.35934159278869632 -0.26684717510057532 -0.2240391777952512 -0.15571615730013166 -0.21458082389831543 0.34866808154366236 -0.09438717345852371 -0.13371533489227294 leaf_weight=13032 27 23 24 42 20 22 109 20 leaf_count=13032 27 23 24 42 20 22 109 20 internal_value=0 -0.00380742 -0.00335148 -0.00275384 -0.00226651 -0.00194392 -0.0025309 -0.182983 internal_weight=0 13292 13269 13225 13183 13163 13141 44 internal_count=13319 13292 13269 13225 13183 13163 13141 44 is_linear=0 shrinkage=0.01 Tree=469 num_leaves=10 num_cat=2 split_feature=8 25 26 14 10 4 3 25 1 split_gain=44945.4 46605.2 25993.4 11384.9 17541.8 13827.2 10207 12056 8248.33 threshold=312.55000000000013 0 2022.5000000000002 182.65800000000004 267.95700000000005 333.3454000000001 88.568025000000006 1 24.23535 decision_type=2 9 2 2 2 2 2 9 2 left_child=1 2 -1 4 5 6 7 -3 -8 right_child=-2 3 -4 -5 -6 -7 8 -9 -10 leaf_value=-0.052233067289988208 0.47065734672546383 0.095161786370605003 -0.31464461806573363 0.21151751384735107 -0.28422343275763773 -0.24658643743266229 -0.12243819213339262 -0.0012591900343636826 0.093530191243404434 leaf_weight=75 20 121 76 25 22 23 112 12824 21 leaf_count=75 20 121 76 25 22 23 112 12824 21 internal_value=0 -0.00375292 -0.17286 -0.00167804 -0.00208547 -0.00161168 -0.00118085 -0.000285381 -0.0883379 internal_weight=0 13299 151 13148 13123 13101 13078 12945 133 internal_count=13319 13299 151 13148 13123 13101 13078 12945 133 cat_boundaries=0 4 8 cat_threshold=67108864 0 4194560 32768 0 16384 2097152 131616 is_linear=0 shrinkage=0.01 Tree=470 num_leaves=10 num_cat=0 split_feature=3 0 4 6 6 0 5 0 0 split_gain=31669.5 8636 16116.3 10221.9 13168.5 10853 10851.9 1579.37 3515.74 threshold=333.3454000000001 220.33000000000001 333.3454000000001 272.07425000000006 218.62500000000003 181.87500000000003 97.70750000000001 365.72000000000008 269.79925000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -3 right_child=-2 7 -4 -5 -6 -7 -8 -9 -10 leaf_value=0.00076565867865035196 0.32454490470886227 -0.063624746048891984 -0.27694438684554329 -0.18723740129635252 0.23000362930297852 0.21731565558392071 -0.095162293320099109 -0.039343853863802826 -0.23187182302060336 leaf_weight=13080 30 27 21 29 25 23 119 22 23 leaf_count=13080 30 27 21 29 25 23 119 22 23 internal_value=0 -0.000727306 -0.000135885 0.000301971 0.000712528 0.000278987 -9.92119e-05 -0.109951 -0.141018 internal_weight=0 13369 13297 13276 13247 13222 13199 72 50 internal_count=13399 13369 13297 13276 13247 13222 13199 72 50 is_linear=0 shrinkage=0.01 Tree=471 num_leaves=14 num_cat=2 split_feature=25 25 10 0 2 2 0 0 20 26 26 2 0 split_gain=32223.4 23962.7 11954.2 8995.48 9121.07 11136.1 8802.67 8665.8 8453.48 4753.35 3125.63 2811.26 1293.4 threshold=0 1 259.57500000000005 217.36500000000004 149.26580000000004 207.80256000000003 148.98750000000004 6.3720000000000008 42.305000000000007 2022.5000000000002 2022.5000000000002 279.07800000000003 269.79925000000003 decision_type=9 9 2 2 2 2 2 2 2 2 2 2 2 left_child=7 10 3 4 6 -6 8 9 -3 -1 -2 -7 -5 right_child=1 2 -4 12 5 11 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.094549383267317669 -0.072126429944798565 -0.0014269823433360591 0.23821481653622217 -0.080564084265913286 0.2999134408343922 -0.033812704415156922 0.17337660066012678 -0.06628481518138539 0.17251949090244517 0.19205652109300247 -0.14512846858843284 0.12029872772097587 -0.17756737143905074 leaf_weight=101 138 12733 21 28 22 29 29 22 28 99 102 20 27 leaf_count=101 138 12733 21 28 22 29 29 22 28 99 102 20 27 internal_value=0 -0.00205444 -0.000180382 -0.000568126 -2.23775e-05 0.113007 -0.000649828 0.116831 -0.00104531 0.142815 -0.0990262 0.0290899 -0.128184 internal_weight=0 13177 12937 12916 12861 71 12790 222 12761 200 240 49 55 internal_count=13399 13177 12937 12916 12861 71 12790 222 12761 200 240 49 55 cat_boundaries=0 3 7 cat_threshold=0 16448 2097408 16640 0 1107951616 16777216 is_linear=0 shrinkage=0.01 Tree=472 num_leaves=17 num_cat=4 split_feature=25 24 26 26 25 10 0 2 2 0 5 24 26 2 0 26 split_gain=31582.2 234521 45011 25704.2 23485.8 11716.3 8816.47 8939.56 10914.5 8627.49 8054.8 7428.08 4609.38 2755.32 1267.66 563.21 threshold=0 1 2022.5000000000002 2022.5000000000002 2 259.57500000000005 217.36500000000004 149.26580000000004 207.80256000000003 148.98750000000004 199.12500000000003 3 2022.5000000000002 279.07800000000003 269.79925000000003 2022.5000000000002 decision_type=9 1 2 2 9 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 -1 -3 11 6 7 9 -9 10 -6 15 -13 -10 -8 -2 right_child=4 3 -4 -5 5 -7 14 8 13 -11 -12 12 -14 -15 -16 -17 leaf_value=0.26258916071483068 -0.049310617997096136 -0.066857686562971641 0.66534844901345003 -0.37121808724743977 -0.00051214714929179726 0.23583266332035974 -0.079758447898285734 0.29691430845043876 -0.033474578487462013 0.17164283185169615 -0.12179066423936323 -0.10012807961304983 -0.22123226373484642 0.11909574228525163 -0.17579169820856166 -0.0014928742249806723 leaf_weight=56 78 55 55 56 12706 21 28 22 29 29 55 60 66 20 27 36 leaf_count=56 78 55 55 56 12706 21 28 22 29 29 55 60 66 20 27 36 internal_value=0 0.115663 0.42396 -0.202193 -0.0020339 -0.000178578 -0.000562444 -2.21537e-05 0.111877 -0.00064333 -0.00103486 -0.0980359 -0.151537 0.028799 -0.126902 -0.0314514 internal_weight=0 222 111 111 13177 12937 12916 12861 71 12790 12761 240 126 49 55 114 internal_count=13399 222 111 111 13177 12937 12916 12861 71 12790 12761 240 126 49 55 114 cat_boundaries=0 3 4 8 9 cat_threshold=0 16448 2097408 811 16640 0 1107951616 16777216 23 is_linear=0 shrinkage=0.01 Tree=473 num_leaves=14 num_cat=4 split_feature=25 24 26 26 25 6 6 9 13 24 4 26 26 split_gain=30953.7 229854 44115.3 25192.7 23018.4 10164 16176.5 8763.69 9457.22 7280.27 7134.15 4517.66 552.002 threshold=0 1 2022.5000000000002 2022.5000000000002 2 272.07425000000006 218.62500000000003 223.50400000000005 201.75000000000003 3 216.24000000000004 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 9 2 2 2 2 1 2 2 2 left_child=1 2 -1 -3 9 6 7 8 10 12 -6 -11 -2 right_child=4 3 -4 -5 5 -7 -8 -9 -10 11 -12 -13 -14 leaf_value=0.25996328532695773 -0.04881751036032652 -0.066189107114618478 0.65869491542469383 -0.36750590848071235 -0.00072914188112017443 -0.21020691182302392 0.26516423370527187 0.16765883147716523 -0.19498774700164795 -0.099126798550287887 0.12981522974513826 -0.21901994420271934 -0.0014779451158311633 leaf_weight=56 78 55 55 56 12793 23 23 31 25 60 42 66 36 leaf_count=56 78 55 55 56 12793 23 23 31 25 60 42 66 36 internal_value=0 0.114506 0.41972 -0.200171 -0.00201356 -0.000176792 0.000197138 -0.000275614 -0.000680433 -0.0970556 -0.000301961 -0.150022 -0.0311369 internal_weight=0 222 111 111 13177 12937 12914 12891 12860 240 12835 126 114 internal_count=13399 222 111 111 13177 12937 12914 12891 12860 240 12835 126 114 cat_boundaries=0 3 4 8 9 cat_threshold=0 16448 2097408 811 16640 0 1107951616 16777216 23 is_linear=0 shrinkage=0.01 Tree=474 num_leaves=15 num_cat=4 split_feature=3 25 25 26 25 8 13 2 13 20 24 2 26 13 split_gain=30859.3 36794.8 21045.2 20362.8 6096.62 11779.6 11861.8 11611.9 10724.4 11601 8639.92 1915.93 1079.23 23.1519 threshold=333.3454000000001 0 1 2022.5000000000002 2 176.53925000000004 11.587500000000002 156.16500000000005 81.795843000000005 42.305000000000007 3 263.93200000000007 2022.5000000000002 182.65800000000004 decision_type=2 9 9 2 9 2 2 2 2 2 1 2 2 2 left_child=1 3 12 -1 5 6 10 8 9 -6 -4 -9 -3 -10 right_child=-2 2 4 -5 7 -7 -8 11 13 -11 -12 -13 -14 -15 leaf_value=0.0516445004940033 0.32036618041992188 -0.11478254547119141 0.008948913760615523 0.29660842471053966 0.00078727754771849151 -0.2303646906522604 0.22621245652437211 0.21466758769292099 -0.15305151414871215 0.21226145215332509 -0.037839499236139419 0.087869603796438739 -0.17843665587274654 -0.16808502219972155 leaf_weight=71 30 50 666 65 11342 26 20 26 20 26 957 22 57 21 leaf_count=71 30 50 666 65 11342 26 20 26 20 26 957 22 57 21 internal_value=0 -0.000717967 -0.00245751 0.157166 -0.00126635 -0.0190629 -0.0158351 0.00134052 0.000688692 0.00127094 -0.0188178 0.156552 -0.135983 -0.160752 internal_weight=0 13369 13233 136 13126 1669 1643 11457 11409 11368 1623 48 107 41 internal_count=13399 13369 13233 136 13126 1669 1643 11457 11409 11368 1623 48 107 41 cat_boundaries=0 4 7 11 12 cat_threshold=0 16384 2359552 32 256 0 34078720 18436 2147819088 3422687432 16882444 1190 is_linear=0 shrinkage=0.01 Tree=475 num_leaves=10 num_cat=0 split_feature=8 3 10 12 11 10 16 11 11 split_gain=48342.9 17064.1 19730.2 12721.1 14203.8 8854.35 8161.62 847.527 543.025 threshold=312.55000000000013 333.3454000000001 282.93750000000006 246.67500000000004 92.932500000000019 211.12500000000003 205.15175000000002 176.53925000000004 246.67500000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -9 right_child=-2 -3 -4 -5 7 -7 -8 8 -10 leaf_value=-0.00088713165283218977 0.49137584877014162 0.27763856714422053 -0.30031747904690831 0.24532967294965471 -0.097343680237730351 0.20020132717761127 0.20127577078342437 -0.20970244395732882 -0.13914944952974717 leaf_weight=13225 20 22 22 21 24 22 20 20 24 leaf_count=13225 20 22 22 21 24 22 20 20 24 internal_value=0 -0.000635766 -0.00109339 -0.000600504 -0.000987796 -0.000248916 -0.000581865 -0.145145 -0.171219 internal_weight=0 13400 13378 13356 13335 13267 13245 68 44 internal_count=13420 13400 13378 13356 13335 13267 13245 68 44 is_linear=0 shrinkage=0.01 Tree=476 num_leaves=12 num_cat=2 split_feature=8 25 3 17 10 11 2 24 26 26 11 split_gain=47380.9 32243.8 20162.2 15766.5 12323.4 12535.7 13101.5 11533.1 1964.05 1586.52 691.677 threshold=312.55000000000013 0 333.3454000000001 95.142500000000013 282.93750000000006 92.932500000000019 255.10500000000002 1 2022.5000000000002 2022.5000000000002 176.53925000000004 decision_type=2 9 2 2 2 2 2 1 2 2 2 left_child=1 7 3 4 5 6 -3 8 -1 -9 -7 right_child=-2 2 -4 -5 -6 10 -8 9 -10 -11 -12 leaf_value=0.0047802802461844223 0.48646210479736324 0.00098107011555698879 0.31097318376813615 0.26835201263427733 -0.24761518239974975 -0.096370243802666664 0.20048544576673799 -0.17314175821267644 -0.082998431777954101 -0.25053033612392567 -0.16427591890841722 leaf_weight=52 20 13032 21 22 20 24 33 52 50 54 40 leaf_count=52 20 13032 21 22 20 24 33 52 50 54 40 internal_value=0 -0.000629409 0.00136338 0.000870765 0.000423234 0.000801082 0.00148498 -0.121254 -0.0348335 -0.194241 -0.138811 internal_weight=0 13400 13192 13171 13149 13129 13065 208 102 106 64 internal_count=13420 13400 13192 13171 13149 13129 13065 208 102 106 64 cat_boundaries=0 3 4 cat_threshold=0 49168 256 1148 is_linear=0 shrinkage=0.01 Tree=477 num_leaves=12 num_cat=4 split_feature=8 25 7 14 4 24 25 24 0 26 26 split_gain=46438 31602.1 18327 12133.1 16952.4 11303.6 10358.1 38227 8722.51 1924.96 1554.95 threshold=312.55000000000013 0 355.00000000000006 182.65800000000004 333.3454000000001 1 2 3 235.50000000000003 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 1 9 1 2 2 2 left_child=1 5 3 4 6 9 7 -3 -8 -1 -7 right_child=-2 2 -4 -5 -6 10 8 -9 -10 -11 -12 leaf_value=0.0047324836483368504 0.48159746170043949 0.09468566250943003 0.30383401775360108 0.2255298129717509 -0.27076941417611161 -0.17141034208811246 -0.0021501343767458582 -0.022897320930907725 0.17778959053534049 -0.082168453025817864 -0.2480250300522204 leaf_weight=52 20 494 20 24 23 52 11995 609 27 50 54 leaf_count=52 20 494 20 24 23 52 11995 609 27 50 54 internal_value=0 -0.000623114 0.00134974 0.000891483 0.000481434 -0.120041 0.000956769 0.0301421 -0.00174456 -0.0344851 -0.192299 internal_weight=0 13400 13192 13172 13148 208 13125 1103 12022 102 106 internal_count=13420 13400 13192 13172 13148 208 13125 1103 12022 102 106 cat_boundaries=0 3 4 8 9 cat_threshold=0 49168 256 1148 134234624 0 1109592064 19046944 115 is_linear=0 shrinkage=0.01 Tree=478 num_leaves=20 num_cat=6 split_feature=25 4 25 24 6 25 9 25 2 7 25 0 26 6 0 0 6 26 26 split_gain=41028.7 33050.3 11551 36622.8 17778.3 21984.6 11295.8 10765.9 9675.44 12962.8 9401.95 11264.8 9216.35 8652.1 9007.32 5090.96 335.917 269.022 51.7881 threshold=0 344.25000000000006 1 2 218.62500000000003 3 39.071000000000012 4 169.68000000000004 206.27675000000002 5 172.87500000000003 2022.5000000000002 5.2798230000000013 125.83150000000002 17.791185000000006 39.872500000000009 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 9 2 9 2 2 9 2 2 2 2 2 2 2 2 left_child=18 2 3 6 5 12 10 17 9 -7 15 -12 -4 14 -9 -2 -15 -5 -1 right_child=1 -3 4 7 -6 8 -8 13 -10 -11 11 -13 -14 16 -16 -17 -18 -19 -20 leaf_value=-0.19021783198340467 0.046628459489818183 0.38916135137731384 -0.0367973120332514 -0.096353784519083358 0.23726195385379176 -0.00029674962750418638 -0.15499191761016845 -4.1101960773641023e-05 -0.16875413123299093 0.2323494831720988 0.10482447633453086 0.34774901080131526 -0.14827336878075872 -0.15939848721027375 0.21693598318099977 -0.11979727721214295 -0.10675786980876216 -0.12480551195144653 -0.17754040012896902 leaf_weight=59 227 22 159 68 31 11532 20 441 34 24 419 20 139 22 20 20 27 65 71 leaf_count=59 227 22 159 68 31 11532 20 441 34 24 419 20 139 22 20 20 27 65 71 internal_value=0 0.00188758 0.00124685 0.0288685 -0.00190201 -0.00252727 0.0781638 -0.0256249 -0.000308911 0.00018642 0.0861008 0.113311 -0.0859116 -0.00397815 0.00937222 0.0318627 -0.130392 -0.102548 -0.170202 internal_weight=0 13290 13268 1349 11919 11888 706 643 11590 11556 686 439 298 510 461 247 49 133 130 internal_count=13420 13290 13268 1349 11919 11888 706 643 11590 11556 686 439 298 510 461 247 49 133 130 cat_boundaries=0 3 7 8 10 14 18 cat_threshold=0 49152 2097408 134234624 2097152 1128417280 19046944 2139 67108864 524352 16384 0 54657024 8192 134217728 0 16384 18874880 is_linear=0 shrinkage=0.01 Tree=479 num_leaves=9 num_cat=0 split_feature=8 3 4 10 12 11 10 11 split_gain=45415.3 16355 24905.2 42241.2 12420.5 11707 8611.48 490.507 threshold=312.55000000000013 333.3454000000001 344.25000000000006 282.93750000000006 246.67500000000004 92.932500000000019 211.12500000000003 176.53925000000004 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=0.00011987154569362496 0.47626449203491211 0.27181484482505108 -0.34517223471686953 -0.45975104570388797 0.24317141215006513 -0.095854295815030729 0.19813048087737778 -0.15228559921473958 leaf_weight=13227 20 22 21 20 21 24 22 43 leaf_count=13227 20 22 21 20 21 24 22 43 internal_value=0 -0.000616529 -0.00106454 -0.00052353 0.000165122 -0.000218111 0.000448669 -0.132071 internal_weight=0 13400 13378 13357 13337 13316 13249 67 internal_count=13420 13400 13378 13357 13337 13316 13249 67 is_linear=0 shrinkage=0.01 Tree=480 num_leaves=13 num_cat=2 split_feature=25 25 9 10 7 4 14 7 26 7 4 26 split_gain=32041.2 23448.8 24755.5 26147.1 14175.3 20760 12705.9 5392.4 4454.37 4206.97 3737.02 454.598 threshold=0 1 285.62500000000006 273.29900000000004 162.18600000000004 228.18750000000003 104.94300000000001 218.62500000000003 2022.5000000000002 279.07800000000003 293.85000000000008 2022.5000000000002 decision_type=9 9 2 2 2 2 2 2 2 2 2 2 left_child=8 11 3 4 5 6 -3 -6 -1 -9 -7 -2 right_child=1 2 -4 -5 7 10 -8 9 -10 -11 -12 -13 leaf_value=-0.11539023105914777 0.13490834333458726 -0.00024242210234557204 0.34230594612303239 -0.36260804808139802 0.26436918548915694 -0.12828381470271519 -0.19103244376182557 -0.0057014325813010891 -0.23827920186298865 0.1762612317999204 -0.30244745904749093 0.17679262096231635 leaf_weight=65 49 12912 21 20 23 28 35 27 54 24 22 55 leaf_count=65 49 12912 21 20 23 28 35 27 54 24 22 55 internal_value=0 0.000481257 -0.000759716 -0.00131063 -0.000757804 -0.00154359 -0.00075819 0.137254 -0.157887 0.0799281 -0.204916 0.143282 internal_weight=0 13216 13112 13091 13071 12997 12947 74 119 51 50 104 internal_count=13335 13216 13112 13091 13071 12997 12947 74 119 51 50 104 cat_boundaries=0 3 7 cat_threshold=16384 0 2621440 0 16384 33554688 512 is_linear=0 shrinkage=0.01 Tree=481 num_leaves=14 num_cat=4 split_feature=25 25 3 25 24 1 1 13 26 26 26 26 26 split_gain=31403.6 22982.2 25490 13465.9 15154.1 9472.63 15069.7 7551.45 7111.85 4626 4365.72 445.551 106.935 threshold=0 1 333.3454000000001 2 3 272.07425000000006 157.57350000000002 214.15000000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 9 1 2 2 2 2 2 2 2 2 left_child=10 11 3 4 12 6 7 -5 -8 -6 -1 -2 -3 right_child=1 2 -4 5 9 -7 8 -9 -10 -11 -12 -13 -14 leaf_value=-0.1142363272355153 0.1335592632391015 0.046279608692441673 0.30064596618924821 0.00029295703372551538 -0.068391334862835648 -0.17432352482311189 0.013182505130767824 -0.18513759894804524 0.24837263292736478 -0.15887676547058915 -0.23589640859100555 0.17502469847419047 0.026364754896897536 leaf_weight=65 49 56 28 12641 113 31 20 22 36 113 54 55 52 leaf_count=65 49 56 28 12641 113 31 20 22 36 113 54 55 52 internal_value=0 0.000476445 -0.000752119 -0.00139769 -0.0631357 0.000268909 0.000694654 -2.91998e-05 0.164376 -0.108819 -0.156308 0.141849 0.0335816 internal_weight=0 13216 13112 13084 334 12750 12719 12663 56 226 119 104 108 internal_count=13335 13216 13112 13084 334 12750 12719 12663 56 226 119 104 108 cat_boundaries=0 3 7 10 11 cat_threshold=16384 0 2621440 0 16384 33554688 512 0 524352 16777216 2832 is_linear=0 shrinkage=0.01 Tree=482 num_leaves=13 num_cat=2 split_feature=25 25 9 10 7 4 0 7 26 7 4 26 split_gain=30778.6 22524.9 24170 25625.9 13862 20317.5 9711.71 5277.21 4278.85 4107.29 3647.03 436.685 threshold=0 1 285.62500000000006 273.29900000000004 162.18600000000004 228.18750000000003 181.87500000000003 218.62500000000003 2022.5000000000002 279.07800000000003 293.85000000000008 2022.5000000000002 decision_type=9 9 2 2 2 2 2 2 2 2 2 2 left_child=8 11 3 4 5 6 -3 -6 -1 -9 -7 -2 right_child=1 2 -4 -5 7 10 -8 9 -10 -11 -12 -13 leaf_value=-0.11309396468676054 0.13222364372136641 -0.001428936949715953 0.33823984645661853 -0.35896737116575239 0.26148684294327446 -0.12700816409928459 0.10841301039965064 -0.0055826756689283585 -0.23353744252964301 0.17421146601438522 -0.29906196550889447 0.17327444735440342 leaf_weight=65 49 12866 21 20 23 28 81 27 54 24 22 55 leaf_count=65 49 12866 21 20 23 28 81 27 54 24 22 55 internal_value=0 0.00047168 -0.000744598 -0.00128895 -0.000741665 -0.00151872 -0.000741735 0.135737 -0.154745 0.0790263 -0.202712 0.14043 internal_weight=0 13216 13112 13091 13071 12997 12947 74 119 51 50 104 internal_count=13335 13216 13112 13091 13071 12997 12947 74 119 51 50 104 cat_boundaries=0 3 7 cat_threshold=16384 0 2621440 0 16384 33554688 512 is_linear=0 shrinkage=0.01 Tree=483 num_leaves=13 num_cat=1 split_feature=9 10 8 14 24 2 2 0 6 26 9 26 split_gain=16691.4 43486.7 20975.1 11492.8 9294.55 35501.3 18594.8 13954.2 5476.08 5277.71 3404.88 1445.45 threshold=223.50400000000005 279.07800000000003 272.07425000000006 95.142500000000013 0 67.575000000000003 93.825000000000017 181.87500000000003 169.68000000000004 2022.5000000000002 289.96890000000008 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 6 7 8 -6 -1 -7 -2 -8 right_child=10 -3 -4 -5 5 9 11 -9 -10 -11 -12 -13 leaf_value=-0.007089082946350223 0.28018859516490591 -0.45637013526189896 -0.2903327926635742 -0.17640065757003992 0.0039140197620782559 0.11253394735270533 -0.10375607921963646 0.16988335076500388 -0.15847575006385645 0.28273926058594062 0.10617563081824262 -0.20322708174586296 leaf_weight=5425 22 21 25 37 7560 29 21 51 24 49 23 48 leaf_count=5425 22 21 25 37 7560 29 21 51 24 49 23 48 internal_value=0 -0.00166988 -0.00095025 -0.000403998 8.90647e-05 0.00719207 -0.00980381 0.00502615 -0.00775586 0.219458 0.191249 -0.172953 internal_weight=0 13290 13269 13244 13207 7689 5518 7611 5449 78 45 69 internal_count=13335 13290 13269 13244 13207 7689 5518 7611 5449 78 45 69 cat_boundaries=0 1 cat_threshold=398 is_linear=0 shrinkage=0.01 Tree=484 num_leaves=11 num_cat=0 split_feature=3 3 8 3 4 6 9 20 5 6 split_gain=17996.5 44903.5 21393.9 20313.5 9133.95 10783.3 12433.4 10212.8 22815.6 6695.49 threshold=216.24000000000004 365.72000000000008 272.07425000000006 272.07425000000006 344.25000000000006 218.62500000000003 257.43900000000002 42.305000000000007 333.3454000000001 272.07425000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 -2 5 6 7 8 -1 -7 right_child=1 -3 -4 -5 -6 9 -8 -9 -10 -11 leaf_value=-0.0010722071215534905 0.13472243238378454 -0.23027385711669923 -0.29411571197509767 0.539141249967658 -0.20969575109935942 0.27388516209342262 -0.25070358544588089 0.18959834800567479 -0.3390842056274414 0.048666505127242118 leaf_weight=13095 27 21 25 23 21 22 20 28 20 33 leaf_count=13095 27 21 25 23 21 22 20 28 20 33 internal_value=0 0.157775 -0.00185861 0.320755 -0.00130672 -0.000975646 -0.00155949 -0.00118036 -0.00158767 0.138754 internal_weight=0 71 13264 50 13239 13218 13163 13143 13115 55 internal_count=13335 71 13264 50 13239 13218 13163 13143 13115 55 is_linear=0 shrinkage=0.01 Tree=485 num_leaves=16 num_cat=5 split_feature=25 4 26 3 25 24 6 7 1 25 7 6 3 24 6 split_gain=34085.9 39900.7 32908.1 30560.1 14853 26414.4 29865.4 13676.1 11673.8 9533.58 9148.02 7871.52 12396.3 6906.5 1673.7 threshold=0 344.25000000000006 2022.5000000000002 344.25000000000006 1 2 11.207000000000003 162.18600000000004 57.065000000000012 3 239.51250000000002 176.53925000000004 175.26000000000002 4 255.10500000000002 decision_type=9 2 2 2 9 1 2 2 2 9 2 2 2 1 2 left_child=2 3 -1 4 5 6 13 11 9 -7 -9 12 -6 -2 -13 right_child=1 -3 -4 -5 7 8 -8 10 -10 -11 -12 14 -14 -15 -16 leaf_value=0.012242284180983059 0.046503786826133729 0.39137381232701812 0.36463600941424096 -0.3819301659720285 0.0013436342759089693 -0.030880767288240227 0.39778852701187134 0.27699812527000905 -0.34996544861793516 -0.15454669792652129 0.020720748901367186 -0.16064906151005715 0.16949184331026945 -0.060444622681691096 -0.054485624807852288 leaf_weight=53 115 26 53 21 12354 138 20 30 20 140 26 33 44 107 27 leaf_count=53 115 26 53 21 12354 138 20 30 20 140 26 33 44 107 27 internal_value=0 1.77937e-05 0.172194 -0.000760415 -0.000147226 -0.051009 0.0265743 0.00208664 -0.11283 -0.0998286 0.158012 0.00138741 0.00194039 -0.00567139 -0.112876 internal_weight=0 13101 106 13075 13054 540 242 12514 298 278 56 12458 12398 222 60 internal_count=13207 13101 106 13075 13054 540 242 12514 298 278 56 12458 12398 222 60 cat_boundaries=0 3 7 8 12 13 cat_threshold=0 16384 2621696 71303168 192 16925696 16908320 3354 4194304 0 16778240 16777216 1042 is_linear=0 shrinkage=0.01 Tree=486 num_leaves=10 num_cat=0 split_feature=8 8 16 5 12 6 7 6 8 split_gain=37170.6 13375 12159.8 7331.56 12951.9 13524.9 8689.93 1878.01 784.176 threshold=341.27040000000005 172.87500000000003 185.73222000000001 333.3454000000001 246.67500000000004 149.26580000000004 211.12500000000003 272.07425000000006 228.56250000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -3 right_child=-2 8 -4 -5 -6 7 -8 -9 -10 leaf_value=0.0013799854116410004 0.43229356002807623 -0.19880309601624807 0.24789218342304231 -0.16051236118589127 0.24390784783796832 -0.092897715276860179 0.14545438874335517 -0.19522897929980837 -0.12211333457628885 leaf_weight=12945 20 24 20 28 22 47 42 29 30 leaf_count=12945 20 24 20 28 22 47 42 29 30 internal_value=0 0.000859935 0.00150572 0.00112993 0.00147582 0.00106753 0.00184592 -0.131945 -0.156198 internal_weight=0 13187 13133 13113 13085 13063 12987 76 54 internal_count=13207 13187 13133 13113 13085 13063 12987 76 54 is_linear=0 shrinkage=0.01 Tree=487 num_leaves=14 num_cat=5 split_feature=8 25 7 25 24 6 8 8 25 0 24 7 8 split_gain=36430.9 42730 13617.2 12475.7 21227.8 17624.3 8456.32 9343.67 7136.31 6999.85 6739.61 5277.47 1346.19 threshold=341.27040000000005 0 211.12500000000003 1 2 11.207000000000003 172.87500000000003 86.532000000000025 3 176.53925000000004 4 255.10500000000002 231.40000000000003 decision_type=2 9 2 9 1 2 2 2 9 2 1 2 2 left_child=1 -1 3 4 5 10 7 9 -6 -5 -3 -4 -8 right_child=-2 2 11 6 8 -7 12 -9 -10 -11 -12 -13 -14 leaf_value=0.19361684418561165 0.42797063827514648 0.047851811116337774 0.28731452465057372 1.9289408857595164e-05 -0.17004400185247265 0.30661481463909146 -0.19841395801305772 0.16192669272422791 -0.058127113406474779 0.099596680285225447 -0.058002677708864213 0.081451308799512456 -0.087328231036663054 leaf_weight=104 20 115 20 12343 110 20 20 36 185 71 106 33 24 leaf_count=104 20 115 20 12343 110 20 20 36 185 71 106 33 24 internal_value=0 0.000851335 -0.000828364 -0.00147966 -0.0482685 0.021456 0.000565792 0.00105533 -0.104066 0.000588807 -0.00337934 0.159136 -0.137822 internal_weight=0 13187 13083 13030 536 241 12494 12450 295 12414 221 53 44 internal_count=13207 13187 13083 13030 536 241 12494 12450 295 12414 221 53 44 cat_boundaries=0 3 7 8 10 11 cat_threshold=0 16384 2621696 71303168 192 16925696 16908320 3354 67108864 64 1042 is_linear=0 shrinkage=0.01 Tree=488 num_leaves=17 num_cat=6 split_feature=8 25 26 7 25 24 6 8 8 25 24 24 7 8 26 26 split_gain=35706 41954.4 43286.6 13346.5 12249.5 20828.7 17274.1 8288.04 9157.73 7009.64 6990.89 6616.62 5172.45 1319.4 619.094 470.156 threshold=341.27040000000005 0 2022.5000000000002 211.12500000000003 1 2 11.207000000000003 172.87500000000003 86.532000000000025 3 4 5 255.10500000000002 231.40000000000003 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 9 1 2 2 2 9 1 1 2 2 2 2 left_child=1 2 -1 4 5 6 11 8 10 14 -6 -3 -5 -9 -7 -11 right_child=-2 3 -4 12 7 9 -8 13 -10 15 -12 -13 -14 -15 -16 -17 leaf_value=0.010169886912939683 0.42369092178344731 0.047411573650836945 0.41827362434536802 0.28444138383865358 0.011342888247594329 -0.16174538782087425 0.30354866182804108 -0.19642981922626498 0.16030742645263671 -0.047817586213350298 -0.0046429078012132927 -0.057472652381864088 0.080636787486798839 -0.086454949478308354 -0.2093187058906929 -0.080434002896694279 leaf_weight=53 20 115 51 20 4054 59 20 20 36 112 8360 106 33 24 51 73 leaf_count=53 20 115 51 20 4054 59 20 20 36 112 8360 106 33 24 51 73 internal_value=0 0.000842483 0.191851 -0.0008219 -0.00146669 -0.0478295 0.0212374 0.000560134 0.00104477 -0.1031 0.000582919 -0.00335014 0.157544 -0.136444 -0.168485 -0.0575757 internal_weight=0 13187 104 13083 13030 536 241 12494 12450 295 12414 221 53 44 110 185 internal_count=13207 13187 104 13083 13030 536 241 12494 12450 295 12414 221 53 44 110 185 cat_boundaries=0 3 7 8 10 11 12 cat_threshold=0 16384 2621696 71303168 192 16925696 16908320 3354 67108864 64 1093 1042 is_linear=0 shrinkage=0.01 Tree=489 num_leaves=11 num_cat=3 split_feature=25 4 3 25 3 6 4 9 25 4 split_gain=31918.2 38812.5 30122.2 14135.5 13188.5 9952.3 10026.5 9298.2 8305.36 7958.52 threshold=0 344.25000000000006 344.25000000000006 1 216.24000000000004 29.757000000000005 28.194000000000003 257.43900000000002 2 189.44922000000003 decision_type=9 2 2 9 2 2 2 2 9 2 left_child=-1 2 3 5 7 6 8 9 -2 -5 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 leaf_value=0.16661652756148371 -0.13861768385677628 0.3859869809334095 -0.37919241042364216 0.001296445821838623 0.18108412556531953 0.14018574260748351 0.15915407633781434 -0.19944098980530447 -0.041636379245249308 0.1264728266585107 leaf_weight=106 122 26 21 12399 41 26 20 23 372 51 leaf_count=106 122 26 21 12399 41 26 20 23 372 51 internal_value=0 4.57271e-06 -0.000762961 -0.00015418 0.00202508 -0.0497722 -0.0603493 0.00143811 -0.0692361 0.00180922 internal_weight=0 13101 13075 13054 12514 540 514 12473 494 12450 internal_count=13207 13101 13075 13054 12514 540 514 12473 494 12450 cat_boundaries=0 3 7 9 cat_threshold=0 16384 2621696 71303168 192 16925696 16908320 0 64 is_linear=0 shrinkage=0.01 Tree=490 num_leaves=9 num_cat=2 split_feature=25 4 4 7 25 1 3 5 split_gain=27145.3 21707.3 58606.4 25176.6 20908.5 19000.3 25740.6 12599 threshold=0 365.72000000000008 263.93200000000007 284.98750000000007 1 105.004 2.8373970000000006 217.36500000000004 decision_type=9 2 2 2 9 2 2 2 left_child=-1 2 3 4 -2 7 -7 -6 right_child=1 -3 -4 -5 5 6 -8 -9 leaf_value=-0.13691492887464821 0.13771646388724709 -0.32662185955047607 0.51877813447605481 -0.28714790248870847 0.0011675640646632264 0.052425235983695882 0.42144326854497194 -0.16114664415518445 leaf_weight=131 104 20 22 30 12871 89 24 48 leaf_count=131 104 20 22 30 12871 89 24 48 internal_value=0 0.00257521 0.0030764 0.00221467 0.00287552 0.00169247 0.130801 0.000564492 internal_weight=0 13208 13188 13166 13136 13032 113 12919 internal_count=13339 13208 13188 13166 13136 13032 113 12919 cat_boundaries=0 4 7 cat_threshold=0 16384 1077952512 32 16384 0 655616 is_linear=0 shrinkage=0.01 Tree=491 num_leaves=11 num_cat=2 split_feature=25 4 4 7 25 26 1 3 5 26 split_gain=26642.9 21275.4 57439.9 24675.7 20529.2 100284 18622.2 25228.3 12348.3 85.4907 threshold=0 365.72000000000008 263.93200000000007 284.98750000000007 1 2022.5000000000002 105.004 2.8373970000000006 217.36500000000004 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 2 left_child=9 2 3 4 5 -2 8 -8 -6 -1 right_child=1 -3 -4 -5 6 -7 7 -9 -10 -11 leaf_value=-0.13773176057264208 -0.15502974996026958 -0.32335563945770263 0.51359036293896765 -0.28427642409006754 0.0011558884096539708 0.4661378183201248 0.05190098206313809 0.41722884373739361 -0.15953517854213714 -0.15389274089194055 leaf_weight=64 53 20 22 30 12871 51 89 24 48 67 leaf_count=64 53 20 22 30 12871 51 89 24 48 67 internal_value=0 0.0025505 0.00304668 0.00219357 0.00284781 0.13646 0.00167554 0.129493 0.000558848 -0.135643 internal_weight=0 13208 13188 13166 13136 104 13032 113 12919 131 internal_count=13339 13208 13188 13166 13136 104 13032 113 12919 131 cat_boundaries=0 4 7 cat_threshold=0 16384 1077952512 32 16384 0 655616 is_linear=0 shrinkage=0.01 Tree=492 num_leaves=8 num_cat=0 split_feature=4 4 7 11 7 4 0 split_gain=25420.5 54679.8 29708.4 8758.92 9448.11 7645.77 9563.51 threshold=365.72000000000008 272.07425000000006 284.98750000000007 211.12500000000003 198.34750000000003 219.40000000000003 176.53925000000004 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=0.0011509689236312657 -0.33856024915521793 0.51151576632545104 -0.29883128339594062 -0.17834483649443697 0.17094588337522568 -0.16657773530041731 0.1023786991901053 leaf_weight=13082 22 21 33 27 33 27 94 leaf_count=13082 22 21 33 27 33 27 94 internal_value=0 0.00164371 0.000838406 0.00158402 0.00195106 0.00152867 0.00187315 internal_weight=0 13317 13296 13263 13236 13203 13176 internal_count=13339 13317 13296 13263 13236 13203 13176 is_linear=0 shrinkage=0.01 Tree=493 num_leaves=13 num_cat=4 split_feature=25 2 25 24 26 5 5 8 25 5 26 26 split_gain=26104.9 19683.5 20229.9 150695 63008.6 16147.2 22560.4 10981.5 13127.1 999.604 618.112 84.2158 threshold=0 285.62500000000006 1 2 2022.5000000000002 228.56250000000003 172.87500000000003 234.55500000000004 3 279.07800000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 2 2 9 2 2 2 left_child=11 2 3 4 -2 6 7 8 -4 -7 -5 -1 right_child=1 -3 5 10 -6 9 -8 -9 -10 -11 -12 -13 leaf_value=-0.1363233836600557 0.13754748879646769 -0.23778334659688616 0.040049936130019816 -0.15321411183902198 0.63730698901873373 -0.13539875774383545 0.29098239298220036 -0.19620663864271984 -0.00063624404534839919 -0.22575045267740887 -0.20184770584106446 -0.15236341162626424 leaf_weight=64 49 34 839 56 52 25 27 28 12025 24 49 67 leaf_count=64 49 34 839 56 52 25 27 28 12025 24 49 67 internal_value=0 0.00251396 0.00313604 0.099117 0.359277 0.00153375 0.00222215 0.00161739 0.00204798 -0.179653 -0.160613 -0.134277 internal_weight=0 13208 13174 206 101 12968 12919 12892 12864 49 105 131 internal_count=13339 13208 13174 206 101 12968 12919 12892 12864 49 105 131 cat_boundaries=0 4 7 8 12 cat_threshold=0 16384 1077952512 32 0 64 655616 1930 17152 557072 2097152 172544 is_linear=0 shrinkage=0.01 Tree=494 num_leaves=18 num_cat=2 split_feature=25 25 0 8 26 6 1 7 16 6 5 7 6 1 1 0 26 split_gain=25585.5 14295.2 23510.8 19567.5 17592 22931.4 20951.4 13427.7 11867 11637.9 20360.8 12874.7 12500.3 9082.28 4311.72 432.606 82.54 threshold=0 1 176.53925000000004 272.07425000000006 2022.5000000000002 5.2798230000000013 2.822397 15.587750000000002 185.73222000000001 218.62500000000003 228.56250000000003 211.12500000000003 272.07425000000006 88.568025000000006 26.134500000000006 11.982500000000002 2022.5000000000002 decision_type=9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 4 8 14 6 7 -6 9 10 11 -3 -11 -8 15 -2 -1 right_child=1 3 -4 -5 5 -7 13 -9 -10 12 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.13496014755917712 -0.022385522045872432 -0.00011412221237724408 0.34991258068084719 -0.312396258354187 0.19174795676445225 -0.14475992143154146 -0.22832075595855714 -0.0502573143518888 0.23816141934621904 0.34736565017700194 -0.22556655192375183 0.19766800143501975 0.001937304139137268 0.069438084423542018 0.12584896039962767 -0.06760457142539647 -0.1508397854391986 leaf_weight=64 264 12423 25 20 194 36 21 26 21 20 40 33 22 20 20 23 67 leaf_count=64 264 12423 25 20 194 36 21 26 21 20 40 33 22 20 20 23 67 internal_value=0 0.00248912 0.048631 0.00014505 0.0369659 0.0918353 0.124469 0.163147 0.000642883 0.000245061 -0.000313489 0.000409867 0.166427 -0.0830725 -0.0161163 -0.0260093 -0.132934 internal_weight=0 13208 629 12579 604 297 261 220 12559 12538 12496 12456 42 41 307 287 131 internal_count=13339 13208 629 12579 604 297 261 220 12559 12538 12496 12456 42 41 307 287 131 cat_boundaries=0 4 7 cat_threshold=0 16384 1077952512 32 17152 32768 655616 is_linear=0 shrinkage=0.01 Tree=495 num_leaves=15 num_cat=3 split_feature=25 5 26 13 2 6 25 24 3 3 9 26 13 26 split_gain=22638.3 17658.1 13776.7 12953.6 29242 25290.2 9645.12 13486.8 9337.75 17772.9 14283.5 1897.97 1367.81 284.438 threshold=0 279.07800000000003 2022.5000000000002 54.016000000000012 2.0785010000000006 272.07425000000006 1 2 216.24000000000004 344.25000000000006 198.34750000000003 2022.5000000000002 206.70431000000005 2022.5000000000002 decision_type=9 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=2 3 -1 5 12 6 7 13 10 -10 -8 -9 -5 -2 right_child=1 -3 -4 4 -6 -7 8 11 9 -11 -12 -13 -14 -15 leaf_value=0.035541047343501338 0.046319191932678222 0.21155056233589467 0.25940160853522165 0.047297531233893499 0.45740567493438716 -0.29226607125997545 -0.00032222990559306413 -0.087639307458716703 0.23989025019464039 -0.11640883627391997 -0.18726998387313473 -0.15547223851266431 -0.061812567710876468 0.013697799447064216 leaf_weight=54 55 39 56 27 20 30 12791 83 42 21 41 82 20 52 leaf_count=54 55 39 56 27 20 30 12791 83 42 21 41 82 20 52 internal_value=0 -0.000920939 0.137048 -0.00154636 0.137148 -0.0022505 -0.00158972 -0.0594431 -0.000323046 0.121124 -0.000919554 -0.114416 0.000867702 0.0278619 internal_weight=0 13303 110 13264 67 13197 13167 272 12895 63 12832 165 47 107 internal_count=13413 13303 110 13264 67 13197 13167 272 12895 63 12832 165 47 107 cat_boundaries=0 3 7 8 cat_threshold=0 16384 6291712 67108864 0 16926720 131072 3345 is_linear=0 shrinkage=0.01 Tree=496 num_leaves=10 num_cat=1 split_feature=25 13 7 0 4 3 3 13 26 split_gain=22435.6 16224.9 12895.8 19573 19302.2 25818.8 16684.9 8171.4 272.894 threshold=0 92.932500000000019 255.10500000000002 344.25000000000006 285.62500000000006 344.25000000000006 216.24000000000004 214.15000000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 6 -2 -3 -1 right_child=1 7 -4 -5 -6 -7 -8 -9 -10 leaf_value=0.13527335502483229 -0.0012189419482344095 0.32445853926918722 -0.20207307428121568 0.24215372374563507 -0.27929289026260379 -0.32885642051696778 0.19383875554258173 0.062597463864546551 0.16721473774820006 leaf_weight=54 13100 22 32 33 25 24 44 26 53 leaf_count=54 13100 22 32 33 25 24 44 26 53 internal_value=0 -0.000902955 -0.00156806 -0.00108295 -0.00169136 -0.00116432 -0.000565979 0.182617 0.138181 internal_weight=0 13306 13258 13226 13193 13168 13144 48 107 internal_count=13413 13306 13258 13226 13193 13168 13144 48 107 cat_boundaries=0 3 cat_threshold=0 16384 1077936384 is_linear=0 shrinkage=0.01 Tree=497 num_leaves=15 num_cat=4 split_feature=25 0 13 26 25 24 1 8 0 0 10 13 25 26 split_gain=21905.8 15517 15260.4 13497.3 10415 22335.9 14998.6 14213.1 14025.6 38424.7 15773.6 8570.26 7413.73 2916.6 threshold=0 344.25000000000006 92.932500000000019 2022.5000000000002 1 2 174.00000000000003 255.10500000000002 176.53925000000004 217.36500000000004 243.26250000000002 214.15000000000003 3 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 2 2 2 2 9 2 left_child=3 2 4 -1 5 13 12 8 10 -10 -6 -4 -7 -2 right_child=1 -3 11 -5 7 6 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=0.034262610541449655 0.11108484568661206 0.21566656806252218 0.32121395284479315 0.25584208181926182 -0.00090446189507635533 -0.05328277960888983 0.16686206812443943 0.25374920736659656 0.49615240551176526 -0.03940840113606002 -0.27520005952744259 0.055323996367277924 -0.14845397027564192 0.020065866905976747 leaf_weight=54 73 33 22 56 12554 244 23 22 21 37 21 27 158 68 leaf_count=54 73 33 22 56 12554 244 23 22 21 37 21 27 158 68 internal_value=0 -0.000907037 -0.0014463 0.134811 -0.00209915 -0.0436851 -0.0796236 -0.00020452 -0.000646935 0.154502 -0.00136253 0.174703 -0.0957067 0.0627396 internal_weight=0 13303 13270 110 13221 566 425 12655 12633 58 12575 49 402 141 internal_count=13413 13303 13270 110 13221 566 425 12655 12633 58 12575 49 402 141 cat_boundaries=0 3 7 8 11 cat_threshold=0 16384 6291712 67109120 64 2164410368 131072 1042 67108864 0 2164393984 is_linear=0 shrinkage=0.01 Tree=498 num_leaves=10 num_cat=2 split_feature=25 13 7 0 4 3 25 13 26 split_gain=21671.2 15592.6 12641.8 18835.9 18924.5 25354.4 16456.3 7845.35 237.163 threshold=0 92.932500000000019 255.10500000000002 344.25000000000006 285.62500000000006 344.25000000000006 1 214.15000000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 2 left_child=8 2 3 4 5 6 -2 -3 -1 right_child=1 7 -4 -5 -6 -7 -8 -9 -10 leaf_value=0.13374663220511543 0.059371757174570869 0.31800182299180463 -0.20006192803382875 0.23755116376009855 -0.27653054332733157 -0.32586834987004604 -0.0026291969563293971 0.061418241354135372 0.16352359078965098 leaf_weight=54 433 22 32 33 25 24 12711 26 53 leaf_count=54 433 22 32 33 25 24 12711 26 53 internal_value=0 -0.00088978 -0.0015418 -0.00106149 -0.00165834 -0.00113648 -0.000543543 0.179019 0.135804 internal_weight=0 13306 13258 13226 13193 13168 13144 48 107 internal_count=13413 13306 13258 13226 13193 13168 13144 48 107 cat_boundaries=0 3 7 cat_threshold=0 16384 1077936384 0 2129936 36241408 40992 is_linear=0 shrinkage=0.01 Tree=499 num_leaves=11 num_cat=0 split_feature=3 3 13 2 12 5 6 4 13 3 split_gain=16430.6 16662.6 9753.81 30716.4 15854.8 14160.3 27335.4 19631.8 8893.81 1198.58 threshold=376.61250000000007 216.24000000000004 54.016000000000012 2.0785010000000006 183.80721500000004 279.07800000000003 272.07425000000006 285.62500000000006 214.15000000000003 272.07425000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 -4 -3 right_child=-2 9 3 -5 -6 -7 -8 -9 -10 -11 leaf_value=0.0006057291969297228 -0.27919815199715753 0.13224203991167474 0.095680547747118719 0.44884532451629638 -0.23023874688148499 0.19526782093821346 -0.29255405306816101 -0.27988749585151673 -0.17843134808540345 0.22511921256780626 leaf_weight=13142 21 33 29 20 30 37 32 25 20 24 leaf_count=13142 21 33 29 20 30 37 32 25 20 24 internal_value=0 0.000736946 7.67442e-06 0.118594 -0.000609127 -8.86608e-05 -0.000636292 7.31606e-05 -0.0162019 0.171348 internal_weight=0 13392 13335 69 13266 13236 13199 13167 49 57 internal_count=13413 13392 13335 69 13266 13236 13199 13167 49 57 is_linear=0 shrinkage=0.01 Tree=500 num_leaves=25 num_cat=11 split_feature=25 25 25 24 25 25 5 3 10 25 6 3 26 8 25 2 24 25 24 8 26 7 26 8 split_gain=30171.1 14447.1 10863 18005.3 37138.3 24675.3 38449.7 22369.5 20065.8 18225.4 14189.3 15092 7628.94 7403.68 3035.56 2070.89 2076.26 1919.09 2188.15 1905.8 831.86 436.638 421.094 373.823 threshold=0 1 2 3 4 5 176.53925000000004 17.461005000000004 40.885000000000005 6 31.872000000000003 7.2030000000000003 2022.5000000000002 46.655499999999996 7 49.292053000000003 8 9 10 176.53925000000004 2022.5000000000002 5.4302350000000006 2022.5000000000002 64.682500000000019 decision_type=9 9 9 1 9 9 2 2 2 9 2 2 2 2 9 2 1 9 1 2 2 2 2 2 left_child=12 20 3 4 10 22 8 9 -7 -6 11 -3 -1 14 15 16 -4 21 -19 23 -2 -16 -5 -15 right_child=1 2 13 5 7 6 -8 -9 -10 -11 -12 -13 -14 19 17 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=0.072546010017395024 -0.15306554595629374 -0.0043349952760495638 0.013593509064293375 -0.099717771948119746 0.090232253330204779 0.0052678399902506617 0.45162858295440672 -0.1679120292975789 0.3243687306642532 0.26803404052726559 -0.22964608764648439 0.19542717610086716 0.20425575264664583 0.090627836545308441 -0.0066630100381326407 -0.11870572823286057 -0.0218568254205922 -0.004507667980492909 0.0083625449109677001 0.17795008754730227 -0.095850845266271523 0.013109979790189992 -0.13158112583966816 0.041110610346640312 leaf_weight=90 48 380 194 81 183 1341 20 21 20 112 25 42 86 30 3869 20 984 2243 3190 20 54 115 85 31 leaf_count=90 48 380 194 81 183 1341 20 21 20 112 25 42 86 30 3869 20 984 2243 3190 20 54 115 85 31 internal_value=0 0.0012781 0.00225025 0.0218668 0.0613303 0.00213397 0.0162359 0.142911 0.00995705 0.169881 0.0017932 0.0155465 0.129544 -0.00200277 -0.00273141 -0.0176546 -0.0160888 -0.00081332 0.00305059 0.0932378 -0.111813 -0.006077 -0.109441 0.0654633 internal_weight=0 13108 13006 2310 763 1547 1381 316 1361 295 447 422 176 10696 10615 1198 1178 9417 5433 81 102 3984 166 61 internal_count=13284 13108 13006 2310 763 1547 1381 316 1361 295 447 422 176 10696 10615 1198 1178 9417 5433 81 102 3984 166 61 cat_boundaries=0 3 6 10 11 14 17 20 24 25 29 30 cat_threshold=0 64 256 0 0 6422528 201343505 573584 3272165376 16810016 3120 16913 32768 17301504 67108864 16400 81920 134217728 524288 3221225472 2230664 681908228 469763264 4262148 320 3531907142 335545635 41532 8406209 2468 is_linear=0 shrinkage=0.01 Tree=501 num_leaves=19 num_cat=7 split_feature=25 25 25 24 4 25 1 25 5 10 1 8 0 1 25 8 1 8 split_gain=29569.5 14160.3 10660.8 17675 41126.1 37259.1 33841.7 24184.3 37684.6 19666.5 13681.6 7256.36 7415.86 3479.31 3957.94 1867.88 930.524 366.384 threshold=0 1 2 3 189.44922000000003 4 3.4510000000000005 5 176.53925000000004 40.885000000000005 31.872000000000003 46.655499999999996 172.87500000000003 114.12500000000001 6 176.53925000000004 8.3918550000000014 64.682500000000019 decision_type=9 9 9 1 2 9 2 9 2 2 2 2 2 2 9 2 2 2 left_child=16 -2 3 4 5 10 -7 -5 9 -9 -3 12 13 14 -4 17 -1 -13 right_child=1 2 11 7 -6 6 -8 8 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 leaf_value=0.14399865335033787 -0.11069518949304309 -0.025310619868427874 -0.036681488172525367 -0.10834613675590266 0.45244001507759096 0.16797861004471781 -0.20946872314581505 0.0052151614515351151 0.44711230659484863 0.32112505267560482 0.23631410292216712 0.089721557815869643 -0.17473195967078209 0.091980603612386261 -0.0015411882797689031 0.17617058849334719 0.073066242308843704 0.0406995030083964 leaf_weight=155 102 415 321 166 26 275 26 1341 20 20 21 30 25 39 10230 20 21 31 leaf_count=155 102 415 321 166 26 275 26 1341 20 20 21 30 25 39 10230 20 21 31 internal_value=0 0.00126802 0.00223047 0.0216635 0.0607633 0.0477702 0.131022 0.00211263 0.0160735 0.00985748 -0.0124245 -0.00198278 -0.00270414 -0.00229803 -0.00264651 0.0923055 0.128248 0.0648087 internal_weight=0 13108 13006 2310 763 737 301 1547 1381 1361 436 10696 10615 10590 10551 81 176 61 internal_count=13284 13108 13006 2310 763 737 301 1547 1381 1361 436 10696 10615 10590 10551 81 176 61 cat_boundaries=0 3 6 10 11 14 17 21 cat_threshold=0 64 256 0 0 6422528 201343505 573584 3272165376 16810016 3120 16913 32768 17301504 67108864 16400 81920 264 2162688 1024 512 is_linear=0 shrinkage=0.01 Tree=502 num_leaves=16 num_cat=6 split_feature=25 25 25 20 5 24 4 25 8 0 1 25 8 1 8 split_gain=28981.9 13902.8 10449.6 16986.3 15197.1 18224.7 45879 23426 7122.11 7262.48 3610.84 3865.26 1830.7 912.007 359.093 threshold=0 1 2 11.366500000000002 287.60640000000006 3 189.44922000000003 4 46.655499999999996 172.87500000000003 114.12500000000001 5 176.53925000000004 8.3918550000000014 64.682500000000019 decision_type=9 9 9 2 2 1 2 9 2 2 2 9 2 2 2 left_child=13 -2 3 4 5 6 -3 -7 9 10 11 -4 14 -1 -10 right_child=1 2 8 -5 -6 7 -8 -9 12 -11 -12 -13 -14 -15 -16 leaf_value=0.14255867188976656 -0.10968707048467227 0.048366000101213225 -0.036325755212962448 0.31144479155540467 -0.25570187330245975 -0.10732423624013211 0.51180383487181236 0.015016427069501966 0.088824342250823973 -0.17298464179039003 0.094961233993894181 -0.0015959298424104923 0.17440888381004335 0.072335583368937181 0.040292509332779912 leaf_weight=155 102 736 321 20 20 166 22 1404 30 25 38 10173 20 21 31 leaf_count=155 102 736 321 20 20 166 22 1404 30 25 38 10173 20 21 31 internal_value=0 0.00125338 0.00220704 0.021159 0.0187765 0.0211345 0.0610118 0.00148365 -0.00202754 -0.00274617 -0.00234207 -0.00269441 0.0913824 0.126966 0.0641606 internal_weight=0 13108 13006 2368 2348 2328 758 1570 10638 10557 10532 10494 81 176 61 internal_count=13284 13108 13006 2368 2348 2328 758 1570 10638 10557 10532 10494 81 176 61 cat_boundaries=0 3 6 10 11 14 18 cat_threshold=0 64 256 0 0 6422528 201343505 573592 3272165376 16810016 3120 67108864 16400 81920 264 2162688 1024 512 is_linear=0 shrinkage=0.01 Tree=503 num_leaves=22 num_cat=7 split_feature=25 25 25 24 4 25 1 25 5 10 1 26 0 8 1 25 26 26 8 26 8 split_gain=28406.1 13650 10272.1 15123.9 39805.5 37099.5 34315.4 25249.4 36632.5 18907 13398.7 7487.21 5970.57 5480.58 3130.64 4229.35 3547.25 815.306 641.148 566.898 351.947 threshold=0 1 2 3 189.44922000000003 4 3.4510000000000005 5 176.53925000000004 39.350000000000009 31.872000000000003 2022.5000000000002 181.87500000000003 46.655499999999996 54.277999999999999 6 2022.5000000000002 2022.5000000000002 176.53925000000004 2022.5000000000002 64.682500000000019 decision_type=9 9 9 1 2 9 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=11 17 3 4 5 10 -7 19 9 -9 -3 -1 13 14 15 -4 -16 -2 20 -5 -15 right_child=1 2 12 7 -6 6 -8 8 -10 -11 -12 -13 -14 18 16 -17 -18 -19 -20 -21 -22 leaf_value=0.069080442375606954 -0.14933106710513433 -0.025563567647014757 -0.044493404333874331 -0.092813856005668646 0.44376022091278666 0.17538159171415835 -0.22083419550831121 0.0074643107411989278 0.44356102943420411 0.31734492687880994 0.23334202834538051 0.19956101492393849 -0.16642322509126231 0.087936100920041407 0.13011036984230342 -0.0016747914353122777 0.0013697175894464768 -0.092688519159952798 0.12758265290941512 -0.12851499601052357 0.039889585702650006 leaf_weight=90 48 415 226 87 26 245 24 1268 20 20 21 86 22 30 38 10372 49 54 21 91 31 leaf_count=90 48 415 226 87 26 245 24 1268 20 20 21 86 22 30 38 10372 49 54 21 91 31 internal_value=0 0.00123902 0.00218397 0.0217381 0.0587011 0.045333 0.135012 0.00328422 0.0187275 0.0122761 -0.0127998 0.125696 -0.00185056 -0.00151601 -0.00214102 -0.00263145 0.0576013 -0.108688 0.0799256 -0.105158 0.063519 internal_weight=0 13108 13006 2217 731 705 269 1486 1308 1288 436 176 10789 10767 10685 10598 87 102 82 178 61 internal_count=13284 13108 13006 2217 731 705 269 1486 1308 1288 436 176 10789 10767 10685 10598 87 102 82 178 61 cat_boundaries=0 3 6 10 11 14 18 22 cat_threshold=0 64 256 0 0 6422528 201343505 49296 3272165376 16810016 3120 16913 32768 17301504 67108864 16400 81920 32 264 65536 1024 512 is_linear=0 shrinkage=0.01 Tree=504 num_leaves=17 num_cat=5 split_feature=25 25 25 20 5 24 4 25 26 8 0 4 9 8 26 8 split_gain=27840.9 13378.3 10072 16613 15194.2 17943.5 44127.3 23643.4 7338.21 6862.34 6997.18 2494.77 2478.66 1773.27 799.081 344.943 threshold=0 1 2 11.366500000000002 287.60640000000006 3 189.44922000000003 4 2022.5000000000002 46.655499999999996 172.87500000000003 125.83150000000002 121.37500000000001 176.53925000000004 2022.5000000000002 64.682500000000019 decision_type=9 9 9 2 2 1 2 9 2 2 2 2 2 2 2 2 left_child=8 14 3 4 5 6 -3 -7 -1 10 11 12 -4 15 -2 -11 right_child=1 2 9 -5 -6 7 -8 -9 -10 13 -12 -13 -14 -15 -16 -17 leaf_value=0.068389645576477046 -0.14783775697151819 0.047797064308649446 -0.0018381335507867225 0.30776840043067932 -0.25611809158325194 -0.10410624228378243 0.50224818316372966 0.015261042402185173 0.19756537881008412 0.087056739250818901 -0.16982112361192706 -0.089135277307394775 -0.11326979863643648 0.1713889572620392 -0.091761624548170301 0.039490685655224705 leaf_weight=90 48 742 10461 20 20 178 22 1404 86 30 25 33 20 20 54 31 leaf_count=90 48 742 10461 20 20 178 22 1404 86 30 25 33 20 20 54 31 internal_value=0 0.00122628 0.00216177 0.0206824 0.0183431 0.0206829 0.0600967 0.00126077 0.124439 -0.00201481 -0.00272143 -0.0023241 -0.00205077 0.0896752 -0.107601 0.0628838 internal_weight=0 13108 13006 2386 2366 2346 764 1582 176 10620 10539 10514 10481 81 102 61 internal_count=13284 13108 13006 2386 2366 2346 764 1582 176 10620 10539 10514 10481 81 102 61 cat_boundaries=0 3 6 10 11 15 cat_threshold=0 64 256 0 0 6422528 201343505 581784 3272165376 16810016 3120 67108864 16400 81920 32 is_linear=0 shrinkage=0.01 Tree=505 num_leaves=9 num_cat=1 split_feature=3 3 25 26 10 2 10 11 split_gain=29480.3 30766.9 30572.5 58875.2 11853.7 15690.8 12150.6 8473.52 threshold=365.72000000000008 272.07425000000006 0 2022.5000000000002 282.93750000000006 255.10500000000002 211.12500000000003 92.932500000000019 decision_type=2 2 9 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 -4 right_child=-2 -3 4 -5 -6 -7 -8 -9 leaf_value=-0.058956824398040779 -0.36476174961436875 0.36703113161999251 -0.00047710493241760309 0.42632732563018799 -0.23781742958795454 0.20286507669248077 0.23417917454784568 -0.11861381221043527 leaf_weight=50 22 23 12982 50 21 38 22 61 leaf_count=50 22 23 12982 50 21 38 22 61 internal_value=0 0.00160396 0.000968387 0.166987 -0.000423524 -4.33797e-05 -0.000633546 -0.00102961 internal_weight=0 13247 13224 100 13124 13103 13065 13043 internal_count=13269 13247 13224 100 13124 13103 13065 13043 cat_boundaries=0 4 cat_threshold=0 0 6291712 8192 is_linear=0 shrinkage=0.01 Tree=506 num_leaves=8 num_cat=1 split_feature=3 3 25 0 10 2 5 split_gain=28893.6 30154.7 21764.6 14856.4 27688.2 18812.9 13763.2 threshold=365.72000000000008 272.07425000000006 0 344.25000000000006 267.95700000000005 255.10500000000002 228.56250000000003 decision_type=2 2 9 2 2 2 2 left_child=1 2 -1 4 5 6 -4 right_child=-2 -3 3 -5 -6 -7 -8 leaf_value=0.10098780634804307 -0.36111413262107156 0.36336083080457604 -0.00064998357571492834 0.22941075938088554 -0.36399790293758827 0.22457360605935794 -0.1819684544773329 leaf_weight=204 22 23 12892 28 21 37 42 leaf_count=204 22 23 12892 28 21 37 42 internal_value=0 0.00158792 0.000958704 -0.00068561 -0.00118203 -0.000594637 -0.00123877 internal_weight=0 13247 13224 13020 12992 12971 12934 internal_count=13269 13247 13224 13020 12992 12971 12934 cat_boundaries=0 3 cat_threshold=0 0 23068928 is_linear=0 shrinkage=0.01 Tree=507 num_leaves=9 num_cat=1 split_feature=3 4 10 25 1 10 2 26 split_gain=28318.8 30116.2 39263.1 44372.8 13547.9 9878.62 8075.05 5210.33 threshold=365.72000000000008 344.25000000000006 282.93750000000006 0 316.3010000000001 211.12500000000003 255.10500000000002 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 left_child=1 2 3 7 5 6 -5 -1 right_child=-2 -3 -4 4 -6 -7 -8 -9 leaf_value=0.1339834247316633 -0.35750299106944688 0.3352102868203764 -0.43116204307192846 -0.0014290424191996517 0.24225953537484873 0.20640716451665631 0.15066860277312144 0.26757111924593568 leaf_weight=56 22 27 21 13001 23 23 35 61 leaf_count=56 22 27 21 13001 23 23 35 61 internal_value=0 0.0015728 0.000891397 0.00157881 -0.000228097 -0.00065535 -0.00102068 0.187598 internal_weight=0 13247 13220 13199 13082 13059 13036 117 internal_count=13269 13247 13220 13199 13082 13059 13036 117 cat_boundaries=0 4 cat_threshold=0 16384 6291712 131072 is_linear=0 shrinkage=0.01 Tree=508 num_leaves=9 num_cat=1 split_feature=4 10 25 10 1 9 2 26 split_gain=20051.6 38395.3 36290.9 9675.11 9329.41 8901.45 8705.16 5787.96 threshold=344.25000000000006 282.93750000000006 0 211.12500000000003 355.00000000000006 269.79925000000003 255.10500000000002 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 -1 right_child=-2 -3 3 -5 -6 -7 -8 -9 leaf_value=0.10957421084581796 0.26829082327229636 -0.42685042108808247 -0.0013473480469007129 0.20434309017399085 0.21487752094864845 -0.20698455191793896 0.16127556555198902 0.24794152636681835 leaf_weight=59 28 21 13002 23 20 21 33 62 leaf_count=59 28 21 13002 23 20 21 33 62 internal_value=0 0.000402389 0.00108108 -0.000575586 -0.000936468 -0.00126707 -0.000935644 0.166697 internal_weight=0 13241 13220 13099 13076 13056 13035 121 internal_count=13269 13241 13220 13099 13076 13056 13035 121 cat_boundaries=0 4 cat_threshold=0 16384 6291712 131072 is_linear=0 shrinkage=0.01 Tree=509 num_leaves=8 num_cat=1 split_feature=3 3 25 10 2 0 5 split_gain=27854.5 29415.6 21686.8 16136.7 13269.5 10216.5 14268.6 threshold=365.72000000000008 272.07425000000006 0 279.07800000000003 255.10500000000002 344.25000000000006 228.56250000000003 decision_type=2 2 9 2 2 2 2 left_child=1 2 -1 4 5 6 -4 right_child=-2 -3 3 -5 -6 -7 -8 leaf_value=0.10671151625548358 -0.35457210280678492 0.35886030134947405 -0.00046875182483919234 -0.2652656360294508 0.18402543495862911 0.2146049828962846 -0.18293299325676851 leaf_weight=181 22 23 12916 23 39 22 43 leaf_count=181 22 23 12916 23 39 22 43 internal_value=0 0.00154845 0.000926994 -0.000622334 -0.000155316 -0.000708667 -0.0010742 internal_weight=0 13247 13224 13043 13020 12981 12959 internal_count=13269 13247 13224 13043 13020 12981 12959 cat_boundaries=0 4 cat_threshold=0 0 18874624 8192 is_linear=0 shrinkage=0.01 Tree=510 num_leaves=11 num_cat=1 split_feature=8 4 25 2 26 7 0 3 7 2 split_gain=28436.9 18974.2 18806.5 9638.34 9564.77 9178.14 9421.38 16367.8 1609.62 8.20635 threshold=312.55000000000013 333.3454000000001 0 255.10500000000002 2022.5000000000002 183.80721500000004 344.25000000000006 219.40000000000003 255.10500000000002 365.72000000000008 decision_type=2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 5 -1 6 7 -4 -7 -5 right_child=-2 -3 3 9 -6 8 -8 -9 -10 -11 leaf_value=0.034419346950492084 0.37950595664978026 -0.2730859658241272 0.0015843618153405887 0.15863287017458963 0.17561165008139104 -0.080219241954662179 0.20799351778897371 -0.17791666853661631 -0.19277273784081142 0.14968247294425965 leaf_weight=98 20 25 12892 21 94 27 22 51 24 20 leaf_count=98 20 25 12892 21 94 27 22 51 24 20 internal_value=0 0.00214808 0.00266743 0.00118315 0.0984188 0.000701847 0.00122852 0.000877064 -0.133186 0.154267 internal_weight=0 13274 13249 13057 192 13016 12965 12943 51 41 internal_count=13294 13274 13249 13057 192 13016 12965 12943 51 41 cat_boundaries=0 3 cat_threshold=0 16400 2097408 is_linear=0 shrinkage=0.01 Tree=511 num_leaves=8 num_cat=2 split_feature=8 10 4 25 1 10 24 split_gain=27871.1 32288.8 38398.9 24611.9 18375.4 9668.85 7066.98 threshold=312.55000000000013 282.93750000000006 333.3454000000001 0 339.56250000000006 178.65425000000002 1 decision_type=2 2 2 9 2 2 1 left_child=1 2 3 -1 5 6 -5 right_child=-2 -3 -4 4 -6 -7 -8 leaf_value=0.10906459304044873 0.37571091842651372 -0.39937157201766965 -0.40550990591878477 0.0094855327134615326 0.30455898432433609 0.16719857789363179 -0.0054741989574961514 leaf_weight=207 20 20 23 5407 20 35 7562 leaf_count=207 20 20 23 5407 20 35 7562 internal_value=0 0.0021266 0.00273245 0.00344212 0.00167835 0.00121381 0.000765864 internal_weight=0 13274 13254 13231 13024 13004 12969 internal_count=13294 13274 13254 13231 13024 13004 12969 cat_boundaries=0 4 5 cat_threshold=0 16400 2097408 32768 2131 is_linear=0 shrinkage=0.01 Tree=512 num_leaves=9 num_cat=1 split_feature=8 10 4 25 2 10 1 26 split_gain=27316.3 31646.4 37634.9 24144.9 18135.5 9367.92 7905.05 5790.44 threshold=312.55000000000013 282.93750000000006 333.3454000000001 0 255.10500000000002 211.12500000000003 233.80500000000004 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 left_child=1 2 3 7 5 6 -5 -1 right_child=-2 -3 -4 4 -6 -7 -8 -9 leaf_value=0.062604770064353943 0.37195379257202149 -0.39537786006927489 -0.40145480814187423 0.00019813374103282505 0.21980417276683606 0.19840965492961307 0.13296853800030012 0.1684842134726168 leaf_weight=108 20 20 23 12917 38 24 45 99 leaf_count=108 20 20 23 12917 38 24 45 99 internal_value=0 0.00210619 0.00270598 0.00340855 0.0016616 0.00102454 0.000659071 0.108024 internal_weight=0 13274 13254 13231 13024 12986 12962 207 internal_count=13294 13274 13254 13231 13024 12986 12962 207 cat_boundaries=0 4 cat_threshold=0 16400 2097408 32768 is_linear=0 shrinkage=0.01 Tree=513 num_leaves=11 num_cat=1 split_feature=8 4 25 26 2 7 0 3 7 2 split_gain=26772.7 17507.2 17697.5 9278.57 9207.93 9029.32 9192.03 16035.6 1590.41 7.54227 threshold=312.55000000000013 333.3454000000001 0 2022.5000000000002 255.10500000000002 183.80721500000004 344.25000000000006 219.40000000000003 255.10500000000002 365.72000000000008 decision_type=2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 -4 -7 -6 right_child=-2 -3 4 -5 9 8 -8 -9 -10 -11 leaf_value=0.032358463880967123 0.36823425292968753 -0.26229523658752441 0.0015490192731310276 0.17142227609106836 0.15495640289215815 -0.079474413836443866 0.20542895837263631 -0.17612149201187433 -0.19135431915521622 0.1463757905960083 leaf_weight=98 20 25 12892 94 21 27 22 51 24 20 leaf_count=98 20 25 12892 94 21 27 22 51 24 20 internal_value=0 0.00208512 0.00258399 0.0954694 0.00114414 0.0006737 0.00119608 0.000848935 -0.132124 0.150771 internal_weight=0 13274 13249 192 13057 13016 12965 12943 51 41 internal_count=13294 13274 13249 192 13057 13016 12965 12943 51 41 cat_boundaries=0 3 cat_threshold=0 16400 2097408 is_linear=0 shrinkage=0.01 Tree=514 num_leaves=8 num_cat=2 split_feature=8 10 4 25 1 10 24 split_gain=26239.9 31023.9 36400.1 23282.1 17807.1 9315.34 6925.64 threshold=312.55000000000013 282.93750000000006 333.3454000000001 0 339.56250000000006 178.65425000000002 1 decision_type=2 2 2 9 2 2 1 left_child=1 2 3 -1 5 6 -5 right_child=-2 -3 -4 4 -6 -7 -8 leaf_value=0.10607868273686703 0.3645519180297852 -0.39149081707000732 -0.3948173054404881 0.0093686908773406696 0.29979354254901408 0.16409848607863697 -0.0054406797876953 leaf_weight=207 20 20 23 5407 20 35 7562 leaf_count=207 20 20 23 5407 20 35 7562 internal_value=0 0.00206427 0.00265814 0.00334909 0.00163363 0.00117632 0.000736631 internal_weight=0 13274 13254 13231 13024 13004 12969 internal_count=13294 13274 13254 13231 13024 13004 12969 cat_boundaries=0 4 5 cat_threshold=0 16400 2097408 32768 2131 is_linear=0 shrinkage=0.01 Tree=515 num_leaves=12 num_cat=3 split_feature=10 3 25 4 0 25 24 8 26 0 26 split_gain=22373.4 31068.1 23699.4 26159.4 11064.6 11771.6 20361.6 15087 9010.83 2260.87 463.25 threshold=279.07800000000003 333.3454000000001 0 285.62500000000006 220.33000000000001 1 2 218.62500000000003 2022.5000000000002 259.57500000000005 2022.5000000000002 decision_type=2 2 9 2 2 9 1 2 2 2 2 left_child=1 2 10 4 5 6 -4 -7 -6 -10 -1 right_child=-2 -3 3 -5 8 7 -8 -9 9 -11 -12 leaf_value=0.1341212030251821 0.31887428196993745 -0.32724203898988918 0.07105401057103948 -0.30083424372919676 0.029199039116501808 -0.0024195818694971328 -0.0030232631127175965 -0.24834525918960573 -0.12268437374205818 -0.25994524121284485 0.17628543568284888 leaf_weight=48 22 29 607 29 26 11489 937 25 21 28 57 leaf_count=48 22 29 607 29 26 11489 937 25 21 28 57 internal_value=0 -0.000289839 0.000424837 -0.0008237 -0.00016185 0.000533779 0.0263689 -0.00295099 -0.121276 -0.201119 0.143357 internal_weight=0 13296 13267 13162 13133 13058 1544 11514 75 49 105 internal_count=13318 13296 13267 13162 13133 13058 1544 11514 75 49 105 cat_boundaries=0 3 7 8 cat_threshold=256 16384 524544 201327104 2621464 4267008 18915872 2168 is_linear=0 shrinkage=0.01 Tree=516 num_leaves=11 num_cat=3 split_feature=10 3 25 4 0 25 24 13 0 0 split_gain=21928.1 30449.9 23227.6 25638.9 10844.5 11540.8 19962.9 9925.14 2922.86 498.06 threshold=279.07800000000003 333.3454000000001 0 285.62500000000006 220.33000000000001 1 2 92.932500000000019 344.25000000000006 259.57500000000005 decision_type=2 2 9 2 2 9 1 2 2 2 left_child=1 2 -1 4 5 6 -4 -7 9 -6 right_child=-2 -3 3 -5 8 7 -8 -9 -10 -11 leaf_value=0.14192372280618418 0.31568554878234861 -0.32396961804093982 0.070354984252090219 -0.29782589780873264 -0.13292794461761204 -0.0033657094186804654 -0.0029933494675625219 0.19223594702207128 -0.026196223549220875 -0.19500880808259052 leaf_weight=105 22 29 607 29 28 11488 937 26 23 24 leaf_count=105 22 29 607 29 28 11488 937 26 23 24 internal_value=0 -0.000286429 0.000421102 -0.000814946 -0.000159714 0.000528962 0.0261096 -0.00292148 -0.120063 -0.161581 internal_weight=0 13296 13267 13162 13133 13058 1544 11514 75 52 internal_count=13318 13296 13267 13162 13133 13058 1544 11514 75 52 cat_boundaries=0 3 7 8 cat_threshold=256 16384 524544 201327104 2621464 4267008 18915872 2168 is_linear=0 shrinkage=0.01 Tree=517 num_leaves=12 num_cat=2 split_feature=10 3 25 25 8 2 1 0 8 9 26 split_gain=21491.6 29844.3 22805 11494.9 17236.2 15402.2 9838.34 9906.73 9654.86 6708.69 454.03 threshold=279.07800000000003 333.3454000000001 0 1 263.93200000000007 149.26580000000004 55.082710000000006 22.196000000000005 172.87500000000003 239.51250000000002 2022.5000000000002 decision_type=2 2 9 9 2 2 2 2 2 2 2 left_child=1 2 10 5 8 6 7 -4 9 -5 -1 right_child=-2 -3 3 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.13136076112588246 0.31252868739041417 -0.32072991798663963 -0.052519209928444173 0.0014828855226023834 0.28086138551885431 0.22758512353897098 0.13125471874519631 -0.22223959652153225 -0.16757220306817225 -0.169461093933686 0.17310331343558796 leaf_weight=48 22 29 488 12511 22 20 27 37 34 23 57 leaf_count=48 22 29 488 12511 22 20 27 37 34 23 57 internal_value=0 -0.000281991 0.000418468 -0.000806285 0.00120129 -0.0442554 -0.0549065 -0.0644805 0.000712709 0.0011692 0.140628 internal_weight=0 13296 13267 13162 12590 572 552 525 12568 12534 105 internal_count=13318 13296 13267 13162 12590 572 552 525 12568 12534 105 cat_boundaries=0 3 7 cat_threshold=256 16384 524544 4194305 32832 1109409792 131072 is_linear=0 shrinkage=0.01 Tree=518 num_leaves=10 num_cat=3 split_feature=3 9 25 4 0 25 24 8 0 split_gain=18751.9 20039.6 22616.5 25074.3 14625.3 11007 20871.1 13863.6 300.765 threshold=365.72000000000008 285.62500000000006 0 285.62500000000006 241.78314000000003 1 2 218.62500000000003 293.85000000000008 decision_type=2 2 9 2 2 9 1 2 2 left_child=1 2 -1 4 5 6 -4 -7 -6 right_child=-2 -3 3 -5 8 7 -8 -9 -10 leaf_value=0.13983301734924317 -0.28505542506342346 0.28942613542079926 0.067246567901091639 -0.29473778850559529 -0.135822369768098 -0.0027141690739202209 -0.0043933063941301352 -0.24331145862738293 -0.18244073144851192 leaf_weight=105 23 24 666 29 25 11366 1025 24 31 leaf_count=105 23 24 666 29 25 11366 1025 24 31 internal_value=0 0.000725934 0.000203833 -0.00101516 -0.000367537 0.000322826 0.0240515 -0.00321831 -0.161629 internal_weight=0 13295 13271 13166 13137 13081 1691 11390 56 internal_count=13318 13295 13271 13166 13137 13081 1691 11390 56 cat_boundaries=0 3 7 8 cat_threshold=256 16384 524544 201327104 2687000 16849920 18915872 2168 is_linear=0 shrinkage=0.01 Tree=519 num_leaves=9 num_cat=2 split_feature=3 9 25 4 5 0 25 0 split_gain=18378.9 19640.7 22205 24575.4 16490.2 9599.39 11231.1 447.679 threshold=365.72000000000008 285.62500000000006 0 285.62500000000006 333.3454000000001 220.33000000000001 1 333.3454000000001 decision_type=2 2 9 2 2 2 9 2 left_child=1 2 -1 4 5 6 -4 -7 right_child=-2 -3 3 -5 -6 7 -8 -9 leaf_value=0.13855626872311469 -0.28220486806786577 0.28653189023335773 0.02483887910149099 -0.29179041627794505 -0.25195516843062182 -0.1367135295851363 -0.0028172746443788817 -0.082480049755262283 leaf_weight=105 23 24 1676 29 26 45 11367 23 leaf_count=105 23 24 1676 29 26 45 11367 23 internal_value=0 0.000720199 0.000203322 -0.00100453 -0.000363383 0.00013554 0.000753371 -0.11837 internal_weight=0 13295 13271 13166 13137 13111 13043 68 internal_count=13318 13295 13271 13166 13137 13111 13043 68 cat_boundaries=0 3 7 cat_threshold=256 16384 524544 201327104 2621464 23141376 18915872 is_linear=0 shrinkage=0.01 Tree=520 num_leaves=13 num_cat=4 split_feature=25 4 25 26 25 24 26 8 5 6 26 26 split_gain=74625.4 36302.1 26349.2 28498.8 17919 26774.7 18769 17489.6 9317.19 8497.06 5749.39 1.1101 threshold=0 344.25000000000006 1 2022.5000000000002 2 3 2022.5000000000002 263.93200000000007 279.07800000000003 33.667500000000011 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 9 1 2 2 2 2 2 2 left_child=10 2 3 -2 5 11 -7 8 9 -6 -1 -4 right_child=1 -3 4 -5 7 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.1786084607197688 0.010080792773853649 0.42672894456982613 0.058434254412065477 0.34170856645520853 0.0011259079275312467 -0.043349478698025148 -0.23429443218686558 0.28261313438415531 0.20603118723089042 -0.062569543965195831 -0.31013869099757252 0.060510180072581514 leaf_weight=65 55 20 57 49 12518 96 111 22 22 213 68 47 leaf_count=65 55 20 57 49 12518 96 111 22 22 213 68 47 internal_value=0 0.0010103 0.000365553 0.151738 -0.000952697 -0.0747461 -0.139024 0.00090082 0.000415548 6.02311e-05 -0.228664 0.0541643 internal_weight=0 13210 13190 104 13086 311 207 12775 12753 12731 133 104 internal_count=13343 13210 13190 104 13086 311 207 12775 12753 12731 133 104 cat_boundaries=0 3 7 10 11 cat_threshold=0 16384 36175872 67108864 0 256 32768 256 524352 4194304 2328 is_linear=0 shrinkage=0.01 Tree=521 num_leaves=12 num_cat=3 split_feature=25 25 8 2 0 0 25 3 13 2 2 split_gain=73140.4 24173.2 18597.3 13202.3 14999.1 13564.9 16712.7 21885.5 8138.08 6422.37 2256.93 threshold=0 1 284.98750000000007 149.26580000000004 11.555000000000001 344.25000000000006 2 207.80256000000003 118.09000000000002 285.62500000000006 216.24000000000004 decision_type=9 9 2 2 2 2 9 2 2 2 2 left_child=-1 -2 3 5 9 6 7 -3 -8 10 -5 right_child=1 2 -4 4 -6 -7 8 -9 -10 -11 -12 leaf_value=-0.22637756252622271 0.14535175903206285 -0.064953089127988375 0.28383931781934657 0.33925132422220139 -0.094147277673085533 0.24103616797405741 0.00091757510910121971 0.25626726367256858 -0.16398531579971312 0.04817796528339386 0.1986276192188263 leaf_weight=133 105 591 23 21 24 23 12326 22 30 20 25 leaf_count=133 105 591 23 21 24 23 12326 22 30 20 25 internal_value=0 0.0010002 -0.000266321 -0.000766022 0.119933 -0.00160215 -0.00203246 -0.0525672 0.000516778 0.197781 0.262825 internal_weight=0 13210 13105 13082 90 12992 12969 613 12356 66 46 internal_count=13343 13210 13105 13082 90 12992 12969 613 12356 66 46 cat_boundaries=0 3 7 11 cat_threshold=0 16384 36175872 67108864 0 256 32768 0 589904 3225436160 512 is_linear=0 shrinkage=0.01 Tree=522 num_leaves=11 num_cat=3 split_feature=25 25 26 14 10 7 25 0 26 26 split_gain=71786.4 23733.7 25716.1 20136.7 18051.4 14459.6 13598.3 19599.9 14518.4 5634.98 threshold=0 1 2022.5000000000002 182.65800000000004 267.95700000000005 355.00000000000006 2 217.36500000000004 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 2 2 9 2 2 2 left_child=9 2 -2 4 5 6 8 -8 -3 -1 right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11 leaf_value=-0.17455859994888306 0.0085264622081409804 0.00072653639099814679 0.32187757118344307 0.26295317320988099 -0.2937996700831822 0.26830066061019897 0.0021278436909256573 -0.20246773364062004 -0.10279657231790296 -0.3047735305042828 leaf_weight=65 55 275 50 29 21 20 12446 47 267 68 leaf_count=65 55 275 50 29 21 20 12446 47 267 68 internal_value=0 0.000991299 0.144025 -0.000263657 -0.000847622 -0.000376386 -0.000788625 0.00135705 -0.0493603 -0.224272 internal_weight=0 13210 105 13105 13076 13055 13035 12493 542 133 internal_count=13343 13210 105 13105 13076 13055 13035 12493 542 133 cat_boundaries=0 3 7 11 cat_threshold=0 16384 36175872 67108864 0 256 32768 256 589888 2151825408 512 is_linear=0 shrinkage=0.01 Tree=523 num_leaves=15 num_cat=5 split_feature=25 4 25 26 25 24 26 2 9 2 24 2 26 26 split_gain=70357.9 35442.1 24891.4 27401.1 17224.7 26294.1 18271.4 11822.1 12099 11466.8 8764.8 6936.01 5522.84 2.07504 threshold=0 344.25000000000006 1 2022.5000000000002 2 3 2022.5000000000002 149.26580000000004 206.70431000000005 203.96813100000003 4 255.10500000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 9 1 2 2 2 2 1 2 2 2 left_child=12 2 3 -2 5 13 -7 8 10 -9 -6 -11 -1 -4 right_child=1 -3 4 -5 7 6 -8 9 -10 11 -12 -13 -14 -15 leaf_value=-0.17281301362697896 0.0084411934939297769 0.42162725662440059 0.058331416196990435 0.33361915048439889 -0.0091727233454616756 -0.042574040809025368 -0.23097078646088506 0.31736614444039085 -0.18293398697343136 -0.071364750311924866 0.0076863918196648133 0.15356681568869229 -0.30172579127199511 0.06116961867251295 leaf_weight=65 55 20 57 49 5282 96 111 22 36 26 7380 29 68 47 leaf_count=65 55 20 57 49 5282 96 111 22 36 26 7380 29 68 47 internal_value=0 0.000981385 0.000344304 0.14747 -0.000936945 -0.0732866 -0.136981 0.00088031 0.000131892 0.124416 0.000652376 0.0472355 -0.222029 0.0543848 internal_weight=0 13210 13190 104 13086 311 207 12775 12698 77 12662 55 133 104 internal_count=13343 13210 13190 104 13086 311 207 12775 12698 77 12662 55 133 104 cat_boundaries=0 3 7 10 11 12 cat_threshold=0 16384 36175872 67108864 0 256 32768 256 524352 4194304 2328 2976 is_linear=0 shrinkage=0.01 Tree=524 num_leaves=14 num_cat=4 split_feature=25 4 25 26 25 24 26 8 2 2 9 26 26 split_gain=68957.7 34736.8 24396.1 26855.8 16881.9 25770.9 17907.8 16883.3 13749.9 13875.5 11789.2 5412.94 2.03375 threshold=0 344.25000000000006 1 2022.5000000000002 2 3 2022.5000000000002 263.93200000000007 149.26580000000004 203.96813100000003 206.70431000000005 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 9 1 2 2 2 2 2 2 2 left_child=11 2 3 -2 5 12 -7 8 10 -10 -6 -1 -4 right_child=1 -3 4 -5 7 6 -8 -9 9 -11 -12 -13 -14 leaf_value=-0.17108488482695361 0.0083567850806496365 0.41741098415851596 0.057748093605041503 0.33028298318994287 0.00011598364966277693 -0.04214830081289013 -0.22866108117608339 0.27765763629566542 0.35384921482631138 0.050116187446522263 -0.18110464464155182 -0.29870853466146136 0.060557920400132526 leaf_weight=65 55 20 57 49 12643 96 111 22 21 53 36 68 47 leaf_count=65 55 20 57 49 12643 96 111 22 21 53 36 68 47 internal_value=0 0.00097156 0.00034085 0.145996 -0.000927587 -0.0725537 -0.135611 0.000871496 0.0003947 0.136311 -0.000398563 -0.219809 0.0538409 internal_weight=0 13210 13190 104 13086 311 207 12775 12753 74 12679 133 104 internal_count=13343 13210 13190 104 13086 311 207 12775 12753 74 12679 133 104 cat_boundaries=0 3 7 10 11 cat_threshold=0 16384 36175872 67108864 0 256 32768 256 524352 4194304 2328 is_linear=0 shrinkage=0.01 Tree=525 num_leaves=14 num_cat=4 split_feature=10 25 2 25 0 0 7 24 26 0 0 25 26 split_gain=47913.3 23459.4 21645.3 13180.2 16423.3 15670.2 13976.1 10580.4 7907.75 3950.31 3533.32 2654.54 1211.2 threshold=279.07800000000003 0 355.00000000000006 1 344.25000000000006 157.57350000000002 211.12500000000003 2 2022.5000000000002 12.195500000000001 228.56250000000003 3 2022.5000000000002 decision_type=2 9 2 9 2 2 2 1 2 2 2 9 2 left_child=1 12 3 7 5 6 -5 8 -3 11 -7 -9 -1 right_child=-2 2 -4 4 -6 10 -8 9 -10 -11 -12 -13 -14 leaf_value=0.11525974035263062 0.46613250949166041 -0.056293970863774134 -0.30225249131520587 -5.7571721992017727e-05 0.27320362351157451 -0.23779462788374195 0.20296319056959714 -0.13582728195004165 0.11339257303037142 0.02979299580609357 -0.079720176286422292 -0.0600524256678776 0.18107191184471394 leaf_weight=54 22 53 24 12573 22 31 34 118 57 27 26 181 58 leaf_count=54 22 53 24 12573 22 31 34 118 57 27 26 181 58 internal_value=0 -0.000932006 -0.00221061 -0.00166352 0.000216054 -0.000258012 0.000489958 -0.0550935 0.0289983 -0.0834866 -0.16569 -0.096508 0.1371 internal_weight=0 13258 13146 13122 12686 12664 12607 436 110 326 57 299 112 internal_count=13280 13258 13146 13122 12686 12664 12607 436 110 326 57 299 112 cat_boundaries=0 3 6 7 10 cat_threshold=0 16384 37748992 67108864 32784 19070976 1057 0 0 19005440 is_linear=0 shrinkage=0.01 Tree=526 num_leaves=14 num_cat=3 split_feature=10 25 2 25 0 0 2 5 0 25 26 26 26 split_gain=46960.2 22508.1 21202.7 12899.7 16106.2 15343.1 10126.1 5531.86 3463.01 2433.31 2942.83 501.789 136.721 threshold=279.07800000000003 0 355.00000000000006 1 344.25000000000006 157.57350000000002 54.277999999999999 15.580500000000002 228.56250000000003 2 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 9 2 2 2 2 2 9 2 2 2 left_child=1 11 3 7 5 6 -5 9 -7 10 -3 -1 -11 right_child=-2 2 -4 4 -6 8 -8 -9 -10 12 -12 -13 -14 leaf_value=0.11394028958820161 0.46147118134932086 -0.0568153559433595 -0.2992299752434095 -0.00052293003182009529 0.27047159281643957 -0.23541667993030241 0.087197847040300078 -0.19728665792025052 -0.078922971899692829 -0.089688233456960531 0.012505740357481917 0.15311188818777308 -0.071427184754028553 leaf_weight=63 22 131 24 12455 22 31 133 26 26 82 115 68 82 leaf_count=63 22 131 24 12455 22 31 133 26 26 82 115 68 82 internal_value=0 -0.000924164 -0.00227163 -0.00172944 0.000132893 -0.000337342 0.000403894 -0.0545865 -0.164034 -0.0468686 -0.0234557 0.124751 -0.075928 internal_weight=0 13258 13127 13103 12667 12645 12588 436 57 410 246 131 164 internal_count=13280 13258 13127 13103 12667 12645 12588 436 57 410 246 131 164 cat_boundaries=0 3 6 9 cat_threshold=0 16384 37765376 67108864 32784 19070976 67108864 32784 131072 is_linear=0 shrinkage=0.01 Tree=527 num_leaves=14 num_cat=4 split_feature=10 25 2 25 0 0 7 24 26 0 0 25 26 split_gain=46025.6 23595.4 21171.3 12680.2 13525.5 14949.7 11602 10380.7 7714.17 3873.48 3383.67 2585.08 1979.54 threshold=279.07800000000003 0 340.12500000000006 1 344.25000000000006 157.57350000000002 211.12500000000003 2 2022.5000000000002 12.195500000000001 228.56250000000003 3 2022.5000000000002 decision_type=2 9 2 9 2 2 2 1 2 2 2 9 2 left_child=1 12 3 7 5 6 -5 8 -3 11 -7 -9 -1 right_child=-2 2 -4 4 -6 10 -8 9 -10 -11 -12 -13 -14 leaf_value=0.10622464507818222 0.45685646837407895 -0.054992022514343264 -0.28727296654994672 -1.205703364631462e-05 0.24249079496964165 -0.23306251256696642 0.18230869013922554 -0.13381626641843469 0.11260475970151132 0.030027489132351346 -0.076698292016983041 -0.059100880009653682 0.1903604253818249 leaf_weight=54 22 53 26 12570 23 31 35 118 57 27 25 181 58 leaf_count=54 22 53 26 12570 23 31 35 118 57 27 25 181 58 internal_value=0 -0.000914922 -0.00219725 -0.00163399 0.000209874 -0.000230088 0.000494189 -0.0540406 0.0291991 -0.0821607 -0.163257 -0.0950393 0.137517 internal_weight=0 13258 13146 13120 12684 12661 12605 436 110 326 56 299 112 internal_count=13280 13258 13146 13120 12684 12661 12605 436 110 326 56 299 112 cat_boundaries=0 4 7 8 11 cat_threshold=0 16384 33571072 32 67108864 32784 19070976 1057 0 0 19005440 is_linear=0 shrinkage=0.01 Tree=528 num_leaves=14 num_cat=4 split_feature=10 25 2 25 0 0 7 24 26 0 0 25 26 split_gain=45110 22264.5 20390.1 12446.5 15492.4 14762 13435.2 10184.4 7560.66 3800.36 3321.48 2539.71 1154.51 threshold=279.07800000000003 0 355.00000000000006 1 344.25000000000006 157.57350000000002 211.12500000000003 2 2022.5000000000002 12.195500000000001 228.56250000000003 3 2022.5000000000002 decision_type=2 9 2 9 2 2 2 1 2 2 2 9 2 left_child=1 12 3 7 5 6 -5 8 -3 11 -7 -9 -1 right_child=-2 2 -4 4 -6 10 -8 9 -10 -11 -12 -13 -14 leaf_value=0.11221470355987549 0.45228790760040283 -0.054442102324287846 -0.29336493909358979 -6.6635740915456918e-05 0.26534196593544701 -0.2307318877404736 0.19898669284932755 -0.13258264804724604 0.11147871063466658 0.029727220005459257 -0.077469474214773917 -0.058540813794934934 0.17646822090806633 leaf_weight=54 22 53 24 12573 22 31 34 118 57 27 26 181 58 leaf_count=54 22 53 24 12573 22 31 34 118 57 27 26 181 58 internal_value=0 -0.000907228 -0.00215284 -0.00162186 0.00020466 -0.000255777 0.000470194 -0.0535435 0.0289071 -0.0813965 -0.160823 -0.0941534 0.133564 internal_weight=0 13258 13146 13122 12686 12664 12607 436 110 326 57 299 112 internal_count=13280 13258 13146 13122 12686 12664 12607 436 110 326 57 299 112 cat_boundaries=0 3 6 7 10 cat_threshold=0 16384 37748992 67108864 32784 19070976 1057 0 0 19005440 is_linear=0 shrinkage=0.01 Tree=529 num_leaves=10 num_cat=1 split_feature=2 3 25 0 0 4 13 2 0 split_gain=26868.6 42858.4 23469.1 12248.5 14569 10710.5 8483.39 4917.68 2598.37 threshold=340.12500000000006 333.3454000000001 0 344.25000000000006 157.57350000000002 285.62500000000006 55.232840000000003 11.555000000000001 250.05000000000004 decision_type=2 2 9 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 -4 8 -6 right_child=-2 -3 3 -5 7 -7 -8 -9 -10 leaf_value=0.13087367157224153 -0.30420923290581536 0.39851821952395966 -0.0014429158680754558 0.20363197063577587 -0.037485543029648918 -0.21689623493215313 0.12190460179533277 -0.27358761930465697 -0.17431086255156478 leaf_weight=125 29 27 12913 29 35 23 56 20 23 leaf_count=125 29 27 12913 29 35 23 56 20 23 internal_value=0 0.000509097 -0.000303535 -0.00165397 -0.00211073 -0.00129267 -0.000910303 -0.13837 -0.0917439 internal_weight=0 13251 13224 13099 13070 12992 12969 78 58 internal_count=13280 13251 13224 13099 13070 12992 12969 78 58 cat_boundaries=0 4 cat_threshold=0 16384 37748992 32 is_linear=0 shrinkage=0.01 Tree=530 num_leaves=13 num_cat=2 split_feature=25 12 0 0 17 25 2 6 26 0 0 0 split_gain=46706.8 23692.7 17184.2 35012.3 17247 16629.3 16993.7 15155 9413.85 4804.35 2299.2 3718.64 threshold=0 252.29100000000003 200.13000000000002 157.57350000000002 112.45500000000001 1 149.26580000000004 13.272000000000004 2022.5000000000002 235.50000000000003 376.61250000000007 284.98750000000007 decision_type=9 2 2 2 2 9 2 2 2 2 2 2 left_child=8 2 3 4 5 7 -7 -2 -1 -4 11 -11 right_child=1 -3 9 -5 -6 6 -8 -9 -10 10 -12 -13 leaf_value=-0.12292690072740828 0.066660185243969869 -0.3360694290342785 -0.24922182215584648 0.41912109905481337 -0.25690076571244463 -0.0023245267870095321 0.16104553114622833 -0.18534520988464354 -0.30628689829792299 -0.044268043041229249 -0.0012053661346435548 -0.23071149131655694 leaf_weight=56 525 21 27 20 26 12396 64 25 56 23 20 20 leaf_count=56 525 21 27 20 26 12396 64 25 56 23 20 20 internal_value=0 -0.000446604 8.9195e-05 0.00103845 0.000397026 0.000911226 -0.0014842 0.0542196 -0.197016 -0.137617 -0.0897857 -0.130986 internal_weight=0 13167 13146 13056 13036 13010 12460 550 112 90 63 43 internal_count=13279 13167 13146 13056 13036 13010 12460 550 112 90 63 43 cat_boundaries=0 3 7 cat_threshold=67108864 0 131328 0 2113552 23658496 16818208 is_linear=0 shrinkage=0.01 Tree=531 num_leaves=14 num_cat=3 split_feature=25 4 6 25 4 8 5 4 26 10 5 25 8 split_gain=45777.4 35787.7 21611.2 14291.3 36254 30859.2 15600.8 12715 9226.51 7488.6 8879.06 9989.82 1206.42 threshold=0 365.72000000000008 355.00000000000006 1 27.015000000000004 25.505000000000003 39.495000000000012 99.322500000000019 2022.5000000000002 149.68000000000004 223.36075000000002 2 111.46000000000001 decision_type=9 2 2 9 2 2 2 2 2 2 2 9 2 left_child=8 2 3 4 5 6 -2 -6 -1 10 11 -5 -7 right_child=1 -3 -4 9 7 12 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.12169763305357524 0.04072832177097524 -0.42313211174309251 -0.29960294743378957 -0.066915368258447974 0.47344864618210564 -0.16347455251784554 -0.16312038592803174 0.16684147157167131 -0.30322402912059004 -0.16300329064854005 0.19003661604598165 -0.0011971153862909961 -0.26299811363220216 leaf_weight=56 1005 20 24 226 21 21 39 38 56 29 24 11691 29 leaf_count=56 1005 20 24 226 21 21 39 38 56 29 24 11691 29 internal_value=0 -0.000442138 0.000200547 0.000748843 0.0342156 0.0214903 0.0331133 0.275973 -0.195046 -0.00250131 -0.00211361 -0.00250059 -0.221198 internal_weight=0 13167 13147 13123 1153 1094 1044 59 112 11970 11941 11917 50 internal_count=13279 13167 13147 13123 1153 1094 1044 59 112 11970 11941 11917 50 cat_boundaries=0 3 7 10 cat_threshold=67108864 0 131328 512 2113616 19726336 16818208 256 0 3254796288 is_linear=0 shrinkage=0.01 Tree=532 num_leaves=10 num_cat=1 split_feature=25 4 6 17 4 0 0 26 0 split_gain=44866.2 35075.4 21181 16930.8 17238.3 21798.2 24952.5 9042.91 5396.17 threshold=0 365.72000000000008 355.00000000000006 112.45500000000001 263.93200000000007 200.13000000000002 157.57350000000002 2022.5000000000002 365.72000000000008 decision_type=9 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 -7 right_child=1 -3 -4 -5 -6 8 -8 -9 -10 leaf_value=-0.12048066109418869 0.0012687465577142685 -0.41890079365670679 -0.29660691658655802 -0.25418933483270501 0.28752601510002501 -0.11414711711836643 0.35475807271525261 -0.30019178913839695 -0.30000247864496138 leaf_weight=56 12974 20 24 26 21 61 20 56 21 leaf_count=56 12974 20 24 26 21 61 20 56 21 internal_value=0 -0.000438234 0.000198023 0.000740835 0.00124692 0.000787156 0.00181283 -0.193096 -0.161744 internal_weight=0 13167 13147 13123 13097 13076 12994 112 82 internal_count=13279 13167 13147 13123 13097 13076 12994 112 82 cat_boundaries=0 3 cat_threshold=67108864 0 131328 is_linear=0 shrinkage=0.01 Tree=533 num_leaves=9 num_cat=1 split_feature=25 4 6 17 4 0 0 0 split_gain=43973.3 34377.4 20759.5 16593.9 16895.3 21364.4 24455.9 5288.78 threshold=0 365.72000000000008 355.00000000000006 112.45500000000001 263.93200000000007 200.13000000000002 157.57350000000002 365.72000000000008 decision_type=9 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 6 -2 -7 right_child=1 -3 -4 -5 -6 7 -8 -9 leaf_value=-0.19116459410698688 0.0012560593712492415 -0.41471178668737407 -0.29364085475603741 -0.25164743863619288 0.28465074652717226 -0.11300564914453226 0.35121049101650714 -0.29700245176042833 leaf_weight=112 12974 20 24 26 21 61 20 21 leaf_count=112 12974 20 24 26 21 61 20 21 internal_value=0 -0.000433851 0.000196043 0.000733427 0.00123445 0.000779285 0.0017947 -0.160127 internal_weight=0 13167 13147 13123 13097 13076 12994 82 internal_count=13279 13167 13147 13123 13097 13076 12994 82 cat_boundaries=0 3 cat_threshold=67108864 0 131328 is_linear=0 shrinkage=0.01 Tree=534 num_leaves=10 num_cat=2 split_feature=25 4 6 17 4 11 25 26 11 split_gain=43169.8 33693.3 20346.4 16263.6 16559.1 14784.8 16872.9 8862.95 5.25554 threshold=0 365.72000000000008 355.00000000000006 112.45500000000001 263.93200000000007 184.96521500000003 1 2022.5000000000002 267.95700000000005 decision_type=9 2 2 2 2 2 9 2 2 left_child=7 2 3 4 5 6 -2 -1 -7 right_child=1 -3 -4 -5 -6 8 -8 -9 -10 leaf_value=-0.11736420793192727 0.040823551955337295 -0.4105646634399891 -0.29070444504419962 -0.2491309666633606 0.28180426166171119 -0.17683371487519015 -0.0018847413636115212 -0.29527822617973604 -0.18367030448534272 leaf_weight=56 992 20 24 26 21 23 12039 56 22 leaf_count=56 992 20 24 26 21 23 12039 56 22 internal_value=0 -0.000429513 0.000194083 0.000726093 0.00122211 0.000771492 0.00139636 -0.18941 -0.180176 internal_weight=0 13167 13147 13123 13097 13076 13031 112 45 internal_count=13279 13167 13147 13123 13097 13076 13031 112 45 cat_boundaries=0 3 7 cat_threshold=67108864 0 131328 512 2113552 23855104 16818208 is_linear=0 shrinkage=0.01 Tree=535 num_leaves=10 num_cat=3 split_feature=25 4 7 0 25 26 7 25 26 split_gain=78142.1 69815.5 18074.3 17415.4 19635.7 11805 11589.8 12603 10548.3 threshold=0 344.25000000000006 239.51250000000002 344.25000000000006 1 2022.5000000000002 206.27675000000002 2 2022.5000000000002 decision_type=9 2 2 2 9 2 2 9 2 left_child=8 2 3 4 5 -2 7 -6 -1 right_child=1 -3 -4 -5 6 -7 -8 -9 -10 leaf_value=-0.18377105374769731 0.028515525811339079 0.5403497909009457 -0.21173655754327775 0.28890199297950381 -0.053377358097885103 0.20715281307697297 0.23989591503143309 0.00083108806269226653 -0.38146056445139759 leaf_weight=55 73 24 40 21 434 75 20 12595 53 leaf_count=55 73 24 40 21 434 75 20 12595 53 internal_value=0 0.00148647 0.000512129 0.00115443 0.000696547 0.111507 -0.000645207 -0.00101494 -0.25699 internal_weight=0 13282 13258 13218 13197 148 13049 13029 108 internal_count=13390 13282 13258 13218 13197 148 13049 13029 108 cat_boundaries=0 4 8 12 cat_threshold=0 16384 2621440 32768 67108864 0 33554688 131072 16640 208 264192 32 is_linear=0 shrinkage=0.01 Tree=536 num_leaves=9 num_cat=0 split_feature=4 7 7 17 8 6 0 7 split_gain=36964.1 22464.1 11374.7 9953.15 11096.3 13028.1 13207.1 2572.79 threshold=344.25000000000006 239.51250000000002 206.27675000000002 192.82422000000003 263.93200000000007 297.60100000000006 365.72000000000008 355.00000000000006 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -3 right_child=-2 7 -4 -5 -6 -7 -8 -9 leaf_value=-0.0011700172734008475 0.36217662824051722 -0.30891119116828558 0.23749696350097657 -0.21869800771985734 0.22357746471058237 0.25384127855300903 -0.24638860875909982 -0.15416668371720749 leaf_weight=13214 28 21 20 21 22 20 22 22 leaf_count=13214 28 21 20 21 22 20 22 22 internal_value=0 -0.00154222 -0.000805492 -0.00116387 -0.000819824 -0.00119224 -0.0015776 -0.22974 internal_weight=0 13362 13319 13299 13278 13256 13236 43 internal_count=13390 13362 13319 13299 13278 13256 13236 43 is_linear=0 shrinkage=0.01 Tree=537 num_leaves=10 num_cat=0 split_feature=4 7 7 17 14 6 1 6 7 split_gain=36228.6 22017.1 11148.3 9755.08 8426.68 9103.35 12996.7 6558.26 2521.59 threshold=344.25000000000006 239.51250000000002 206.27675000000002 192.82422000000003 192.44922000000003 218.62500000000003 200.13000000000002 263.93200000000007 355.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -3 right_child=-2 8 -4 -5 -6 7 -8 -9 -10 leaf_value=-0.00023837723763262157 0.35855487436056138 -0.30582208133879163 0.23512197875976562 -0.2165110292888823 -0.18066391119590172 0.25639689424763557 -0.13053748277100652 0.03642489212932009 -0.15262501586567273 leaf_weight=13119 28 21 20 21 26 23 77 33 22 leaf_count=13119 28 21 20 21 26 23 77 33 22 internal_value=0 -0.0015268 -0.000797437 -0.00115223 -0.000811626 -0.000458761 -0.000998686 0.126771 -0.227442 internal_weight=0 13362 13319 13299 13278 13252 13196 56 43 internal_count=13390 13362 13319 13299 13278 13252 13196 56 43 is_linear=0 shrinkage=0.01 Tree=538 num_leaves=15 num_cat=1 split_feature=4 24 1 6 6 2 2 3 5 26 3 1 6 3 split_gain=35507.6 9544.22 17204.7 15752.9 11354.9 8331.26 9968.24 11186.2 3444.92 2406.24 4293.78 3641.96 2496.69 3026.46 threshold=344.25000000000006 0 243.26250000000002 297.60100000000006 227.06475000000003 279.07800000000003 169.68000000000004 216.24000000000004 103.75577000000001 2022.5000000000002 125.83150000000002 57.065000000000012 41.517500000000005 25.910000000000004 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 5 6 7 -3 9 12 11 -11 13 -1 right_child=-2 3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 leaf_value=-0.0080230820460475225 0.35496933140126724 0.0027453726736133082 -0.2774801968574524 0.26479640691176703 -0.21446391423543293 0.18940241098403932 -0.17617812433550434 0.17031262814998627 -0.11285135769844055 -0.018032758906951357 -0.16733781886100768 -0.13967343263626097 0.1037205345857711 0.085976612005914957 leaf_weight=1602 28 9864 25 23 24 24 31 40 35 1593 20 25 21 35 leaf_count=1602 28 9864 25 23 24 24 31 40 35 1593 20 25 21 35 internal_value=0 -0.00151153 -0.0160776 0.0033866 0.00278773 0.00331128 0.00286174 0.00342214 -0.014164 -0.013116 -0.0217123 -0.0199123 -0.00462344 -0.00601331 internal_weight=0 13362 3356 10006 9983 9959 9935 9904 3331 3296 1638 1618 1658 1637 internal_count=13390 13362 3356 10006 9983 9959 9935 9904 3331 3296 1638 1618 1658 1637 cat_boundaries=0 1 cat_threshold=416 is_linear=0 shrinkage=0.01 Tree=539 num_leaves=10 num_cat=2 split_feature=25 10 0 25 26 26 6 8 6 split_gain=76765.1 43304.5 15876.5 18218.4 12995.2 10372.1 10066.1 15830.4 10536.1 threshold=0 279.07800000000003 344.25000000000006 1 2022.5000000000002 2022.5000000000002 297.60100000000006 263.93200000000007 149.26580000000004 decision_type=9 2 2 9 2 2 2 2 2 left_child=5 2 3 4 -2 -1 7 8 -5 right_child=1 -3 -4 6 -6 -7 -8 -9 -10 leaf_value=-0.18207401691783559 0.019670732831954956 0.44479577411304827 0.26326694903166398 -0.0012033713501743552 0.20521267317627603 -0.37810546623086033 0.22317860651016236 0.25005972061157228 -0.13293616134612285 leaf_weight=55 75 22 23 12980 76 53 20 25 61 leaf_count=55 75 22 23 12980 76 53 20 25 61 internal_value=0 0.00149701 0.000762655 0.00030654 0.106034 -0.254692 -0.000993723 -0.00133762 -0.00181956 internal_weight=0 13282 13260 13237 151 108 13086 13066 13041 internal_count=13390 13282 13260 13237 151 108 13086 13066 13041 cat_boundaries=0 4 8 cat_threshold=0 16384 2621440 32768 67108864 0 33554688 131072 is_linear=0 shrinkage=0.01 Tree=540 num_leaves=14 num_cat=3 split_feature=25 24 26 25 14 13 26 5 9 6 7 26 6 split_gain=19329 111818 47852 43284.5 12927.2 12338.1 11608.7 8541.87 15989.3 11344.1 10282.2 1811.69 124.902 threshold=0 1 2022.5000000000002 2 182.65800000000004 131.43000000000004 2022.5000000000002 279.07800000000003 279.07800000000003 230.65000000000003 279.07800000000003 2022.5000000000002 287.60640000000006 decision_type=9 1 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 11 5 7 -5 8 9 10 -2 -3 -11 right_child=4 3 -4 6 -6 -7 -8 -9 -10 12 -12 -13 -14 leaf_value=0.15420402225458399 -0.00077177995893878753 0.052531629460198542 0.58547056131362918 -0.10530216964582602 0.24117025310342965 -0.20400293938318889 -0.31998357323543081 0.17350200584956579 -0.2838781934976578 -0.14562083897136507 0.19829285254845253 0.13722876237786336 -0.17971637335690585 leaf_weight=53 12857 56 50 48 22 30 53 28 20 21 26 46 22 leaf_count=53 12857 56 50 48 22 30 53 28 20 21 26 46 22 internal_value=0 0.0781234 0.331384 -0.059903 -0.00102891 -0.00143945 -0.198321 -0.000971055 -0.00134841 -0.000911261 -0.000370035 0.0826276 -0.163065 internal_weight=0 306 103 203 13026 13004 101 12974 12946 12926 12883 102 43 internal_count=13332 306 103 203 13026 13004 101 12974 12946 12926 12883 102 43 cat_boundaries=0 3 4 7 cat_threshold=67108864 16400 4718848 2720 0 16 4194304 is_linear=0 shrinkage=0.01 Tree=541 num_leaves=8 num_cat=1 split_feature=25 14 10 13 15 5 9 split_gain=19143.1 12629.8 22558.6 13249 8156.55 9038.51 16265.9 threshold=0 182.65800000000004 233.43000000000004 131.43000000000004 154.53000000000006 279.07800000000003 279.07800000000003 decision_type=9 2 2 2 2 2 2 left_child=-1 2 3 4 5 6 -2 right_child=1 -3 -4 -5 -6 -7 -8 leaf_value=0.097935166287422173 0.00038779874689773085 0.23875856269489634 -0.31394687839176344 -0.20698178183647895 -0.19239024693315682 0.18658519524794356 -0.28501460838317871 leaf_weight=190 12998 22 23 31 22 26 20 leaf_count=190 12998 22 23 31 22 26 20 internal_value=0 -0.000640631 -0.00104255 -0.000493051 -3.14208e-06 0.000321338 -5.06748e-05 internal_weight=0 13142 13120 13097 13066 13044 13018 internal_count=13332 13142 13120 13097 13066 13044 13018 cat_boundaries=0 3 cat_threshold=0 16400 524544 is_linear=0 shrinkage=0.01 Tree=542 num_leaves=10 num_cat=0 split_feature=11 9 1 7 0 0 0 11 0 split_gain=14768.3 13011.3 11387.4 14478.5 10345.1 5302.41 14858.3 1230.69 17.1498 threshold=170.05500000000004 289.96890000000008 339.56250000000006 279.07800000000003 344.25000000000006 220.33000000000001 181.87500000000003 239.51250000000002 259.57500000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -2 -7 right_child=7 -3 -4 -5 -6 8 -8 -9 -10 leaf_value=0.0014391927815247394 -0.2196330727312876 -0.2472166937873477 -0.1995585698740823 0.2380693102799929 0.22363136927286786 -0.11317322693087839 0.26153711275620894 -0.12308893636109368 -0.10082342650579369 leaf_weight=13115 23 21 28 26 21 22 22 31 23 leaf_count=13115 23 21 28 26 21 22 22 31 23 internal_value=0 0.00150075 0.00189473 0.00232112 0.00185688 0.00150357 0.00187477 -0.16421 -0.106861 internal_weight=0 13278 13257 13229 13203 13182 13137 54 45 internal_count=13332 13278 13257 13229 13203 13182 13137 54 45 is_linear=0 shrinkage=0.01 Tree=543 num_leaves=13 num_cat=0 split_feature=3 11 3 4 26 7 1 3 6 5 6 11 split_gain=18571.3 11983 14347 18330.8 13682.4 11203.8 9609.1 12438.7 7628.6 13483.4 4368.5 1915.02 threshold=376.61250000000007 170.05500000000004 105.004 333.3454000000001 2022.5000000000002 284.98750000000007 14.635 219.40000000000003 218.62500000000003 189.44922000000003 263.93200000000007 239.51250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -4 8 7 -6 9 -1 -10 -3 right_child=-2 11 4 -5 6 -7 -8 -9 10 -11 -12 -13 leaf_value=0.001975255062632581 -0.30367334294319154 -0.21743674099445343 0.2885640747100115 -0.28116150355695385 0.10487153124164891 -0.20598386892905601 0.23689757561683655 -0.17741792820118094 0.23229735510689872 -0.15352810493537358 0.049858760799680442 -0.096153708562254914 leaf_weight=12982 20 23 32 23 37 26 20 27 21 56 35 30 leaf_count=12982 20 23 32 23 37 26 20 27 21 56 35 30 internal_value=0 0.00127873 0.00187858 0.000901331 0.112603 0.0013958 0.0455704 -0.0142193 0.00180758 0.00130735 0.118273 -0.148786 internal_weight=0 13312 13259 13143 116 13120 84 64 13094 13038 56 53 internal_count=13332 13312 13259 13143 116 13120 84 64 13094 13038 56 53 is_linear=0 shrinkage=0.01 Tree=544 num_leaves=10 num_cat=1 split_feature=25 14 10 11 0 3 3 26 11 split_gain=18835.4 12454.9 22001.7 17354.6 11707 12437 11674.2 5846.2 737.259 threshold=0 182.65800000000004 233.43000000000004 176.53925000000004 344.25000000000006 365.72000000000008 131.43000000000004 2022.5000000000002 257.43900000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 -5 right_child=1 -3 -4 8 -6 -7 -8 -9 -10 leaf_value=0.047349922259648639 -0.00061149395397208401 0.23708234852010551 -0.31006988857103429 -0.16350981364873324 0.22555488918138586 -0.24943245315551757 0.12132171814954734 0.15829654551566916 -0.2473994409143925 leaf_weight=96 12933 22 23 22 23 20 79 94 20 leaf_count=96 12933 22 23 22 23 20 79 94 20 internal_value=0 -0.000652823 -0.00105196 -0.000509287 0.000143629 -0.000254196 0.000128801 0.0971273 -0.203457 internal_weight=0 13142 13120 13097 13055 13032 13012 190 42 internal_count=13332 13142 13120 13097 13055 13032 13012 190 42 cat_boundaries=0 3 cat_threshold=0 16400 524544 is_linear=0 shrinkage=0.01 Tree=545 num_leaves=13 num_cat=1 split_feature=25 10 26 9 11 6 3 4 3 4 6 11 split_gain=113270 32491.7 14605.4 13949.1 9137.19 8505.49 12041.4 27639.6 17573 6045.23 4557.71 1527.19 threshold=0 279.07800000000003 2022.5000000000002 279.07800000000003 92.932500000000019 100.59300000000002 131.43000000000004 228.18750000000003 189.44922000000003 14.625 211.12500000000003 257.43900000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 4 5 6 7 -2 -8 10 -7 -6 right_child=1 -3 -4 -5 11 9 8 -9 -10 -11 -12 -13 leaf_value=-0.22091662062538994 0.0017576222700726486 0.40331321668624881 -0.45243841718543659 -0.26394765114784241 -0.15712677155435084 -0.042324945181608203 0.37085010948635289 -0.23619966906552414 0.038725829557939011 0.060519808417274841 -0.19501123169194098 -0.054862603648849158 leaf_weight=54 12782 20 55 20 40 34 21 49 66 21 46 23 leaf_count=54 12782 20 55 20 40 34 21 49 66 21 46 23 internal_value=0 0.000558761 -0.309358 -5.56107e-05 0.000347832 0.0009292 0.0016439 0.000848893 0.118894 -0.0904817 -0.13012 -0.119792 internal_weight=0 13122 109 13102 13082 13019 12918 12831 87 101 80 63 internal_count=13231 13122 109 13102 13082 13019 12918 12831 87 101 80 63 cat_boundaries=0 4 cat_threshold=0 16384 540928 32768 is_linear=0 shrinkage=0.01 Tree=546 num_leaves=10 num_cat=0 split_feature=4 3 7 7 4 14 14 7 4 split_gain=24917.2 30455 16927.9 11312 18364.4 11203 10129.9 3558.2 789.118 threshold=344.25000000000006 344.25000000000006 239.51250000000002 162.18600000000004 219.40000000000003 192.44922000000003 66.397500000000022 355.00000000000006 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 -6 right_child=-2 -3 7 -5 8 -7 -8 -9 -10 leaf_value=-0.0012840379509219007 0.31971612444768349 -0.36635978740194569 -0.30187753534317019 0.18926809795441166 -0.16529020881652834 -0.20479865656958687 0.19629922347573137 -0.11324559736251832 -0.25208015051755039 leaf_weight=13018 24 23 20 31 20 27 26 20 22 leaf_count=13018 24 23 20 31 20 27 26 20 22 internal_value=0 -0.00279052 -0.00215626 -0.00153117 -0.00198223 -0.00131141 -0.000890204 -0.207562 -0.210752 internal_weight=0 13207 13184 13144 13113 13071 13044 40 42 internal_count=13231 13207 13184 13144 13113 13071 13044 40 42 is_linear=0 shrinkage=0.01 Tree=547 num_leaves=12 num_cat=3 split_feature=25 10 8 6 2 11 25 24 3 11 8 split_gain=110956 31849.4 31324.1 25128.3 15840 10710 10833.6 75404.7 7726.58 504.729 333.476 threshold=0 279.07800000000003 172.87500000000003 297.60100000000006 15.580500000000002 92.932500000000019 1 2 131.43000000000004 229.26450000000003 263.93200000000007 decision_type=9 2 2 2 2 2 9 1 2 2 2 left_child=-1 2 3 5 10 6 7 -2 -8 -7 -4 right_child=1 -3 4 -5 -6 9 8 -9 -10 -11 -12 leaf_value=-0.30616006627804093 0.26686115475261912 0.39932859086990358 -0.13824419650538214 0.35529501867294316 -0.4480242600440979 -0.15893503375564302 -0.0012541796824654503 -0.021817563148624521 0.10263857205708822 -0.098631188454835303 -0.086613589200106547 leaf_weight=109 109 20 29 20 20 35 12395 377 72 23 22 leaf_count=109 109 20 29 20 20 35 12395 377 72 23 22 internal_value=0 0.000574449 -3.38046e-05 0.00110752 -0.209508 0.000563082 0.00117019 0.0470022 -0.000653649 -0.135021 -0.115972 internal_weight=0 13122 13102 13031 71 13011 12953 486 12467 58 51 internal_count=13231 13122 13102 13031 71 13011 12953 486 12467 58 51 cat_boundaries=0 4 8 9 cat_threshold=0 16384 540928 32768 0 557120 36110336 2236448 49 is_linear=0 shrinkage=0.01 Tree=548 num_leaves=13 num_cat=3 split_feature=25 10 8 6 2 26 11 25 24 7 11 8 split_gain=108934 31215.3 30701.3 24628 15524.8 14308.5 10497.1 10640.3 74022.9 7782.63 494.684 326.84 threshold=0 279.07800000000003 172.87500000000003 297.60100000000006 15.580500000000002 2022.5000000000002 92.932500000000019 1 2 239.51250000000002 229.26450000000003 263.93200000000007 decision_type=9 2 2 2 2 2 2 9 1 2 2 2 left_child=5 2 3 6 11 -1 7 8 -2 -9 -8 -4 right_child=1 -3 4 -5 -6 -7 10 9 -10 -11 -12 -13 leaf_value=-0.21555724221247213 0.26441678479939951 0.39533530187606813 -0.13686175280603871 0.35174206280708314 -0.44354400682449341 -0.44471349911256269 -0.15734568256991252 -0.00032308503834820826 -0.021605027610825941 -0.19299554699943181 -0.097644875256911567 -0.085747467387806295 leaf_weight=54 109 20 29 20 20 55 35 12446 377 21 23 22 leaf_count=54 109 20 29 20 20 55 35 12446 377 21 23 22 internal_value=0 0.00057057 -3.15964e-05 0.00109833 -0.207413 -0.303356 0.000559334 0.00116038 0.0465816 -0.000647113 -0.133671 -0.114812 internal_weight=0 13122 13102 13031 71 109 13011 12953 486 12467 58 51 internal_count=13231 13122 13102 13031 71 109 13011 12953 486 12467 58 51 cat_boundaries=0 4 8 9 cat_threshold=0 16384 540928 32768 0 557120 36110336 2236448 49 is_linear=0 shrinkage=0.01 Tree=549 num_leaves=14 num_cat=2 split_feature=25 10 8 6 26 6 25 3 26 8 6 6 8 split_gain=106767 30593.9 30090.9 24137.6 14023.7 10055.2 10338.4 10857.7 8906.69 3103.01 421.73 681.599 185.83 threshold=0 279.07800000000003 172.87500000000003 297.60100000000006 2022.5000000000002 114.42500000000001 1 131.43000000000004 2022.5000000000002 263.93200000000007 169.68000000000004 228.56250000000003 218.62500000000003 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 left_child=4 2 3 5 -1 6 8 -8 -2 12 -7 -12 -4 right_child=1 -3 9 -5 -6 10 7 -9 -10 -11 11 -13 -14 leaf_value=-0.21340166838080796 0.023349998118513723 0.39138195323944092 -0.12801252751123338 0.34822464275360104 -0.44026636416261844 -0.085302284121513361 -0.00041391458554909411 0.11365172193163918 0.20897983633953593 -0.28262347094217938 -0.18400373449921609 -0.10568140439987182 -0.17060423558950427 leaf_weight=54 59 20 21 20 55 20 12757 84 46 30 20 25 20 leaf_count=54 59 20 21 20 55 20 12757 84 46 30 20 25 20 internal_value=0 0.000566714 -2.94273e-05 0.00108921 -0.300322 0.000555607 0.00117852 0.000331993 0.0955715 -0.205339 -0.12351 -0.140491 -0.148789 internal_weight=0 13122 13102 13031 109 13011 12946 12841 105 71 65 45 41 internal_count=13231 13122 13102 13031 109 13011 12946 12841 105 71 65 45 41 cat_boundaries=0 4 8 cat_threshold=0 16384 540928 32768 0 0 35782656 2228224 is_linear=0 shrinkage=0.01 Tree=550 num_leaves=10 num_cat=2 split_feature=25 9 10 8 1 25 3 26 3 split_gain=79959.9 26065.4 22183.5 10556.9 11276.7 10816.4 9978.11 7622.46 6711.02 threshold=0 285.62500000000006 267.95700000000005 272.07425000000006 284.98750000000007 1 216.24000000000004 2022.5000000000002 189.44922000000003 decision_type=9 2 2 2 2 9 2 2 2 left_child=7 2 3 4 5 6 -2 -1 -7 right_child=1 -3 -4 -5 -6 8 -8 -9 -10 leaf_value=-0.17630345070362091 -0.046877243091000456 0.35054910069420225 -0.33482959270477297 -0.23110555458068849 0.2250299834934148 0.0010533397726262207 0.17446646304357621 -0.32940458042520876 -0.12409298020739888 leaf_weight=60 675 21 20 20 22 12294 21 71 43 leaf_count=60 675 21 20 20 22 12294 21 71 43 internal_value=0 -0.00147578 -0.00204144 -0.00153239 -0.00118069 -0.00156254 -0.0396294 -0.240893 0.000616649 internal_weight=0 13116 13095 13075 13055 13033 696 131 12337 internal_count=13247 13116 13095 13075 13055 13033 696 131 12337 cat_boundaries=0 4 8 cat_threshold=16384 16384 2097408 32 256 532560 1094844416 20972032 is_linear=0 shrinkage=0.01 Tree=551 num_leaves=9 num_cat=0 split_feature=9 10 8 4 14 6 7 9 split_gain=17063.3 32559.1 23342.9 14935.3 10362.1 6077.1 9579.59 3930.54 threshold=223.50400000000005 267.95700000000005 272.07425000000006 279.07800000000003 170.05500000000004 297.60100000000006 287.60640000000006 289.96890000000008 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -2 right_child=7 -3 -4 -5 -6 -7 -8 -9 leaf_value=-0.0025225064994440368 0.29152679705194062 -0.38902273351495914 -0.32229777460512909 -0.22631268374125163 -0.21053124348322552 0.1501782041329604 -0.22154600214958189 0.102301519435385 leaf_weight=13058 21 22 23 30 24 26 20 23 leaf_count=13058 21 22 23 30 24 26 20 23 internal_value=0 -0.00464127 -0.00399971 -0.00344333 -0.00293403 -0.00255381 -0.00285746 0.192614 internal_weight=0 13203 13181 13158 13128 13104 13078 44 internal_count=13247 13203 13181 13158 13128 13104 13078 44 is_linear=0 shrinkage=0.01 Tree=552 num_leaves=11 num_cat=4 split_feature=25 4 8 6 25 10 24 26 6 25 split_gain=78250.8 24975.5 20508.7 19919.5 10263.7 12661.8 10656.9 7433.05 7072.59 6181.69 threshold=0 344.25000000000006 272.07425000000006 297.60100000000006 1 29.091000000000005 2 2022.5000000000002 218.62500000000003 3 decision_type=9 2 2 2 9 2 1 2 2 9 left_child=7 2 3 4 5 6 -2 -1 9 -6 right_child=1 -3 -4 -5 8 -7 -8 -9 -10 -11 leaf_value=-0.17451519030829271 0.019852924407936456 0.33522812496532089 -0.31424572445097426 0.28051462287902834 0.068846007529646161 -0.27647905132987283 -0.06336727089598411 -0.3257022039571279 0.17154387921094894 -0.0010104033082670399 leaf_weight=60 244 22 21 25 118 22 400 71 24 12240 leaf_count=60 244 22 21 25 118 22 400 71 24 12240 internal_value=0 -0.00142312 -0.00198983 -0.00148824 -0.00202855 -0.0399711 -0.0325123 -0.238268 4.45369e-05 -0.000288489 internal_weight=0 13116 13094 13073 13048 666 644 131 12382 12358 internal_count=13247 13116 13094 13073 13048 666 644 131 12382 12358 cat_boundaries=0 4 8 9 13 cat_threshold=16384 16384 2097408 32 256 532560 1094844416 20971520 1356 0 0 34078720 172032 is_linear=0 shrinkage=0.01 Tree=553 num_leaves=10 num_cat=2 split_feature=25 9 10 8 2 2 25 26 2 split_gain=76693.8 25306.1 21208.3 9808.46 12087.9 15099.3 9878.95 7285.14 576.696 threshold=0 285.62500000000006 267.95700000000005 272.07425000000006 279.07800000000003 176.53925000000004 1 2022.5000000000002 230.65000000000003 decision_type=9 2 2 2 2 2 9 2 2 left_child=7 2 3 4 5 6 -2 -1 -7 right_child=1 -3 -4 -5 -6 8 -8 -9 -10 leaf_value=-0.17277003916601341 -0.046887491756835875 0.34545076847076417 -0.32735730552673337 -0.22275380039215087 0.1929891647771001 -0.15037235118724682 0.00069826861427029559 -0.32244518635138664 -0.2212200357913971 leaf_weight=60 442 21 20 20 32 27 12534 71 20 leaf_count=60 442 21 20 20 32 27 12534 71 20 internal_value=0 -0.0014087 -0.00196602 -0.00146829 -0.00112929 -0.00160627 -0.000958236 -0.235885 -0.18052 internal_weight=0 13116 13095 13075 13055 13023 12976 131 47 internal_count=13247 13116 13095 13075 13055 13023 12976 131 47 cat_boundaries=0 4 8 cat_threshold=16384 16384 2097408 32 0 524352 1090650112 16777216 is_linear=0 shrinkage=0.01 Tree=554 num_leaves=9 num_cat=1 split_feature=25 4 8 6 5 6 10 26 split_gain=59587.2 24374.1 21231.7 19333.9 14657 9057.89 8846.63 4420.48 threshold=0 344.25000000000006 272.07425000000006 297.60100000000006 272.07425000000006 230.65000000000003 267.95700000000005 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=-0.12844992748581538 -0.00052572477108817918 0.33144857883453371 -0.31939660935174852 0.27665271587371826 -0.2262705164942248 -0.19947748733603438 -0.21100549077987674 -0.22068881400277682 leaf_weight=101 12899 22 21 25 29 23 20 107 leaf_count=101 12899 22 21 25 29 23 20 107 internal_value=0 -0.00112272 -0.00168566 -0.00117228 -0.00170775 -0.00120456 -0.00085157 -0.167831 internal_weight=0 13039 13017 12996 12971 12942 12919 208 internal_count=13247 13039 13017 12996 12971 12942 12919 208 cat_boundaries=0 4 cat_threshold=0 16384 18874624 32 is_linear=0 shrinkage=0.01 Tree=555 num_leaves=8 num_cat=2 split_feature=4 7 25 25 10 4 8 split_gain=76406.2 24198.1 23945.3 15011.1 16568 9929.33 12086.4 threshold=344.25000000000006 255.10500000000002 0 1 255.10500000000002 233.80500000000004 263.93200000000007 decision_type=2 2 9 9 2 2 2 left_child=1 2 -1 -4 5 6 -5 right_child=-2 -3 3 4 -6 -7 -8 leaf_value=0.11751981989166441 0.57537868043650753 -0.25021365006764729 -0.10961999387704126 -0.0016904833955283111 0.28638552427291869 -0.22429854369163515 0.24432797718048097 leaf_weight=159 23 39 119 12977 20 20 20 leaf_count=159 23 39 119 12977 20 20 20 internal_value=0 -0.00148626 -0.000757734 -0.00227481 -0.0012117 -0.00165451 -0.00131191 internal_weight=0 13354 13315 13156 13037 13017 12997 internal_count=13377 13354 13315 13156 13037 13017 12997 cat_boundaries=0 3 6 cat_threshold=67108864 0 37748992 256 16384 1075838976 is_linear=0 shrinkage=0.01 Tree=556 num_leaves=13 num_cat=3 split_feature=10 25 26 25 1 9 25 5 7 3 0 26 split_gain=54387 20842.1 32878.7 16399 14929.9 8374.07 6714.81 11552.4 17160.6 11012.6 17796.2 933.876 threshold=279.07800000000003 0 2022.5000000000002 1 49.620000000000012 239.51250000000002 2 176.53925000000004 178.65425000000002 216.24000000000004 217.36500000000004 2022.5000000000002 decision_type=2 9 2 9 2 2 9 2 2 2 2 2 left_child=1 2 -1 4 11 6 9 8 -8 10 -5 -3 right_child=-2 3 -4 5 -6 -7 7 -9 -10 -11 -12 -13 leaf_value=-0.029986590657915389 0.50801749184018097 -0.082207888938762519 0.29308743711501833 0.016057054767326429 0.1832445353269577 -0.17681987946232158 -0.0037721597270725694 0.17024691958176461 -0.2516613711629595 0.19954564020037652 -0.22919758156935374 -0.12029999054544341 leaf_weight=63 21 135 63 2146 20 27 10651 38 28 32 30 123 leaf_count=63 21 135 63 2146 20 27 10651 38 28 32 30 123 internal_value=0 -0.00128896 0.121878 -0.00255216 -0.0771878 -0.000891882 -0.000525063 -0.00379924 -0.00442212 0.0153147 0.0126758 -0.100368 internal_weight=0 13356 126 13230 278 12952 12925 10717 10679 2208 2176 258 internal_count=13377 13356 126 13230 278 12952 12925 10717 10679 2208 2176 258 cat_boundaries=0 3 6 10 cat_threshold=67108864 0 33554688 257 16384 2097152 138428416 139004120 541674496 16949792 is_linear=0 shrinkage=0.01 Tree=557 num_leaves=10 num_cat=2 split_feature=4 7 25 26 25 10 4 13 26 split_gain=74678.7 23633 23090.3 32784.3 14628 15820 9719.01 8294.84 5881.3 threshold=344.25000000000006 255.10500000000002 0 2022.5000000000002 1 255.10500000000002 233.80500000000004 55.232840000000003 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 left_child=1 2 3 -1 8 6 7 -6 -4 right_child=-2 -3 4 -5 5 -7 -8 -9 -10 leaf_value=-0.016487149087394154 0.56884120692377504 -0.24727101977054891 -0.047581148823102319 0.27084186220323886 -0.0018140234868324683 0.27984546017646789 -0.22189156007766722 0.11804238426274268 -0.18818866511522714 leaf_weight=82 23 39 60 77 12939 20 20 58 59 leaf_count=82 23 39 60 77 12939 20 20 58 59 internal_value=0 -0.00146509 -0.000745117 0.115402 -0.00223486 -0.00118542 -0.00161812 -0.00127916 -0.108202 internal_weight=0 13354 13315 159 13156 13037 13017 12997 119 internal_count=13377 13354 13315 159 13156 13037 13017 12997 119 cat_boundaries=0 3 6 cat_threshold=67108864 0 37748992 256 16384 1075838976 is_linear=0 shrinkage=0.01 Tree=558 num_leaves=10 num_cat=2 split_feature=4 7 25 26 25 10 4 8 26 split_gain=73192.6 23162.7 22630.8 32131.9 14336.9 15505.2 9525.6 11827.1 5764.26 threshold=344.25000000000006 255.10500000000002 0 2022.5000000000002 1 255.10500000000002 233.80500000000004 263.93200000000007 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 left_child=1 2 3 -1 8 6 7 -6 -4 right_child=-2 -3 4 -5 5 -7 -8 -9 -10 leaf_value=-0.016322277871573844 0.5631528016795283 -0.2447983102920728 -0.047105337460835783 0.26813345695857876 -0.0016408586427620346 0.27704700303077695 -0.21967264461517336 0.24172416973114014 -0.18630677146426702 leaf_weight=82 23 39 60 77 12977 20 20 20 59 leaf_count=82 23 39 60 77 12977 20 20 20 59 internal_value=0 -0.00145044 -0.000737666 0.114248 -0.00221251 -0.00117356 -0.00160194 -0.00126636 -0.10712 internal_weight=0 13354 13315 159 13156 13037 13017 12997 119 internal_count=13377 13354 13315 159 13156 13037 13017 12997 119 cat_boundaries=0 3 6 cat_threshold=67108864 0 37748992 256 16384 1075838976 is_linear=0 shrinkage=0.01 Tree=559 num_leaves=12 num_cat=3 split_feature=4 7 25 26 25 0 0 8 25 0 26 split_gain=71736.1 22701.8 22180.4 31492.5 14051.6 8792.44 26877.7 11326.3 15715.6 6434.07 5649.55 threshold=344.25000000000006 255.10500000000002 0 2022.5000000000002 1 176.53925000000004 217.36500000000004 263.93200000000007 2 344.25000000000006 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 9 2 2 left_child=1 2 3 -1 10 7 -7 8 -6 -8 -4 right_child=-2 -3 4 -5 5 6 9 -9 -10 -11 -12 leaf_value=-0.016159051627647587 0.5575212416441544 -0.24235032656253913 -0.046634287397066751 0.26545209376455903 -0.044808500221944207 0.37602916488647459 -0.078799632272937084 0.2359382610321045 0.00063454605161576347 0.13064885572953658 -0.18444370917344496 leaf_weight=82 23 39 60 77 802 25 44 20 12124 22 59 leaf_count=82 23 39 60 77 802 25 44 20 12124 22 59 internal_value=0 -0.00143593 -0.000730289 0.113105 -0.00219038 -0.00116183 0.0967892 -0.00185124 -0.00221916 -0.00898347 -0.106048 internal_weight=0 13354 13315 159 13156 13037 91 12946 12926 66 119 internal_count=13377 13354 13315 159 13156 13037 91 12946 12926 66 119 cat_boundaries=0 3 6 9 cat_threshold=67108864 0 37748992 256 16384 1075838976 513 2097152 2147614720 is_linear=0 shrinkage=0.01 Tree=560 num_leaves=9 num_cat=0 split_feature=4 1 5 11 3 0 0 4 split_gain=28824.1 22547.5 9149.03 8710.52 8236.98 10760.8 9125.3 899.226 threshold=238.08750000000003 339.56250000000006 333.3454000000001 211.12500000000003 344.25000000000006 269.79925000000003 176.53925000000004 344.25000000000006 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -2 right_child=7 -3 -4 -5 -6 -7 -8 -9 leaf_value=5.324389117760812e-05 0.19381962108612061 -0.26667474435642363 -0.20946847733997165 -0.18000517224823986 -0.19354088111357257 -0.1679177102917119 0.12685779692833882 0.27781645385118631 leaf_weight=13019 25 32 21 27 22 38 57 26 leaf_count=13019 25 32 21 27 22 38 57 26 internal_value=0 -0.0015517 -0.000908197 -0.000575464 -0.000206661 0.000117676 0.000606002 0.236642 internal_weight=0 13216 13184 13163 13136 13114 13076 51 internal_count=13267 13216 13184 13163 13136 13114 13076 51 is_linear=0 shrinkage=0.01 Tree=561 num_leaves=10 num_cat=0 split_feature=2 3 1 1 3 3 3 13 1 split_gain=32438.6 44330.7 12328.8 5020.94 49220.9 9806.01 11184.9 7347.56 2927.2 threshold=355.00000000000006 333.3454000000001 339.56250000000006 157.57350000000002 2.8373970000000006 219.40000000000003 177.71725000000004 214.15000000000003 217.36500000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 -5 right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.00039119810646196152 -0.34064091780356004 0.39063988340312039 -0.21038225006844319 0.028582520030793691 0.50787877523899083 -0.16120906635334617 0.23026309058779762 -0.17928321299345598 -0.11853034960596186 leaf_weight=13021 28 29 28 21 20 38 21 23 38 leaf_count=13021 28 29 28 21 20 38 21 23 38 internal_value=0 8.94165e-05 -0.000767962 -0.000322718 0.0791602 -0.000801933 -0.000335383 -0.000706632 -0.0661681 internal_weight=0 13239 13210 13182 79 13103 13065 13044 59 internal_count=13267 13239 13210 13182 79 13103 13065 13044 59 is_linear=0 shrinkage=0.01 Tree=562 num_leaves=9 num_cat=0 split_feature=2 3 0 0 10 5 2 10 split_gain=31793.1 43448.5 9543.96 18524.2 12125.5 10502.2 6927.9 348 threshold=355.00000000000006 333.3454000000001 376.61250000000007 269.79925000000003 195.14400000000003 333.3454000000001 54.277999999999999 250.05000000000004 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 right_child=-2 -3 -4 -5 7 -7 -8 -9 leaf_value=-0.00044787498034459111 -0.33723451137542726 0.38673349364050502 0.21752289295196534 -0.26774904627066393 -0.13470555180595034 -0.22345322654360819 0.066172566499702545 -0.19044732183218002 leaf_weight=12940 28 29 20 26 21 21 158 24 leaf_count=12940 28 29 20 26 21 21 158 24 internal_value=0 8.85223e-05 -0.000760282 -0.00109126 -0.000564593 -2.49672e-06 0.000355761 -0.164434 internal_weight=0 13239 13210 13190 13164 13119 13098 45 internal_count=13267 13239 13210 13190 13164 13119 13098 45 is_linear=0 shrinkage=0.01 Tree=563 num_leaves=12 num_cat=1 split_feature=2 3 1 24 4 4 9 6 2 0 9 split_gain=31160.4 42583.9 12044.9 5532.94 18426 15257.8 12861.3 12240.3 6265.01 4350.73 24.6577 threshold=355.00000000000006 333.3454000000001 339.56250000000006 0 156.16500000000005 238.08750000000003 162.18600000000004 218.62500000000003 169.68000000000004 58.023000000000003 263.93200000000007 decision_type=2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 8 6 7 -5 9 -1 -8 right_child=-2 -3 -4 5 -6 -7 10 -9 -10 -11 -12 leaf_value=-0.0090127811862791615 -0.3338621664047241 0.38286613694552724 -0.207939681597054 0.0020214940713067868 -0.31689037966728212 0.21412111057954675 -0.15848425750549022 0.17949880129251725 -0.18816905623674396 -0.15718451267480851 -0.1732533543109894 leaf_weight=2162 28 29 28 10841 20 34 26 39 20 20 20 leaf_count=2162 28 29 28 10841 20 34 26 39 20 20 20 internal_value=0 8.76369e-05 -0.000752679 -0.000312592 -0.0146642 0.00260802 0.00195221 0.00265767 -0.0119858 -0.0103709 -0.164906 internal_weight=0 13239 13210 13182 2222 10960 10926 10880 2202 2182 46 internal_count=13267 13239 13210 13182 2222 10960 10926 10880 2202 2182 46 cat_boundaries=0 1 cat_threshold=384 is_linear=0 shrinkage=0.01 Tree=564 num_leaves=10 num_cat=3 split_feature=25 2 3 25 6 25 5 13 6 split_gain=46111.2 29928.4 67002.1 27548.1 7676 7494.8 10285.2 9802.34 4053.39 threshold=0 355.00000000000006 333.3454000000001 1 218.62500000000003 2 181.87500000000003 97.70750000000001 272.07425000000006 decision_type=9 2 2 9 2 9 2 2 2 left_child=-1 2 3 -2 5 7 -7 -5 -6 right_child=1 -3 -4 4 8 6 -8 -9 -10 leaf_value=-0.17921192116879084 0.15183044413215249 -0.35147414927681292 0.52986668705940243 -0.026506600072425883 0.2239691553332589 0.0022235200942433047 -0.18317655070622763 0.19653267002105715 0.045263303677241011 leaf_weight=133 110 24 24 1334 22 11540 30 20 30 leaf_count=133 110 24 24 1334 22 11540 30 20 30 internal_value=0 0.00133302 0.00197991 0.00101176 -0.000383475 -0.000871636 0.00174129 -0.0230419 0.12087 internal_weight=0 13134 13110 13086 12976 12924 11570 1354 52 internal_count=13267 13134 13110 13086 12976 12924 11570 1354 52 cat_boundaries=0 4 7 11 cat_threshold=0 16384 4718592 32800 16384 0 2228480 201328896 808190032 3590406208 196680 is_linear=0 shrinkage=0.01 Tree=565 num_leaves=10 num_cat=1 split_feature=4 25 3 0 12 4 8 0 0 split_gain=47079 30253 7974.13 8926.32 10544.4 9796.87 7310.52 646.769 1186.87 threshold=344.25000000000006 0 344.25000000000006 217.36500000000004 238.56750000000002 233.80500000000004 279.07800000000003 293.85000000000008 250.05000000000004 decision_type=2 9 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 -3 8 -5 right_child=-2 2 -4 7 -6 -7 -8 -9 -10 leaf_value=0.15564109541536347 0.44282929102579749 -0.0012322779393838287 -0.19214164690537885 -0.13733669208443683 0.22291143689836776 -0.18494337361434413 0.19010078525543214 -0.14853846245798571 -0.033355797813052222 leaf_weight=113 24 13112 22 23 21 29 20 29 21 leaf_count=113 24 13112 22 23 21 29 20 29 21 internal_value=0 -0.000469598 -0.00191403 -0.00159975 -0.000989063 -0.00134632 -0.000940878 -0.111874 -0.0877094 internal_weight=0 13390 13277 13255 13182 13161 13132 73 44 internal_count=13414 13390 13277 13255 13182 13161 13132 73 44 cat_boundaries=0 3 cat_threshold=256 16384 2097408 is_linear=0 shrinkage=0.01 Tree=566 num_leaves=11 num_cat=2 split_feature=4 25 7 26 9 5 5 25 5 7 split_gain=46141.8 29699 11889.2 10074.2 8606.83 9244.55 10977.6 8659.8 2883.62 677.451 threshold=344.25000000000006 0 239.51250000000002 2022.5000000000002 223.50400000000005 199.12500000000003 148.98750000000004 1 250.05000000000004 333.3454000000001 decision_type=2 9 2 2 2 2 2 9 2 2 left_child=1 3 4 -1 5 6 7 -3 -7 -4 right_child=-2 2 9 -5 -6 8 -8 -9 -10 -11 leaf_value=0.07426952035803544 0.43840100129445397 0.032552860918856993 -0.21004080778076537 0.26311819789665086 0.14697343031183269 -0.19639299597058976 0.22724873815264024 -0.0035007357320859063 -0.063379573577489606 -0.12971700622921897 leaf_weight=57 24 694 21 56 39 28 21 12414 39 21 leaf_count=57 24 694 21 56 39 28 21 12414 39 21 internal_value=0 -0.00046374 -0.00189489 0.154211 -0.00136324 -0.00180165 -0.00120372 -0.00156972 -0.118967 -0.169879 internal_weight=0 13390 13277 113 13235 13196 13129 13108 67 42 internal_count=13414 13390 13277 113 13235 13196 13129 13108 67 42 cat_boundaries=0 3 7 cat_threshold=256 16384 2097408 134234112 32784 34406400 163872 is_linear=0 shrinkage=0.01 Tree=567 num_leaves=13 num_cat=0 split_feature=4 3 7 3 0 2 9 2 2 7 3 0 split_gain=45223.6 14008.1 10277.7 11415.2 6519.18 7517.81 7361.1 4845.45 4781.24 1124.3 1099.47 558.351 threshold=344.25000000000006 344.25000000000006 239.51250000000002 216.24000000000004 115.96500000000002 149.26580000000004 162.18600000000004 263.93200000000007 26.134500000000006 333.3454000000001 255.10500000000002 189.93750000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 11 -4 -5 -6 right_child=-2 -3 9 10 8 7 -8 -9 -10 -11 -12 -13 leaf_value=0.00046158560109190583 0.43401697278022766 -0.23694910316467288 -0.20794040288243973 0.11038625973921556 -0.081390437483787534 0.16895644018816394 -0.11875466242146035 0.017942247092723847 -0.21403333234786989 -0.10446263540358772 0.20644009438428013 -0.030145600854533994 leaf_weight=13015 24 25 21 26 30 43 52 42 20 21 22 73 leaf_count=13015 24 25 21 26 30 43 52 42 20 21 22 73 internal_value=0 -0.000458886 -1.65172e-05 0.000475847 -8.07543e-05 0.000596943 -1.28343e-05 0.0943377 -0.0725448 -0.156202 0.154411 -0.0450713 internal_weight=0 13390 13365 13323 13275 13152 13067 85 123 42 48 103 internal_count=13414 13390 13365 13323 13275 13152 13067 85 123 42 48 103 is_linear=0 shrinkage=0.01 Tree=568 num_leaves=16 num_cat=3 split_feature=4 25 7 26 25 4 4 4 13 0 1 25 0 0 7 split_gain=44323.6 29168.3 11430.9 9885.3 7082.53 13429.2 8541.45 26868.7 21331.1 6445.69 6160.57 4705.95 11239.9 9405.23 647.842 threshold=344.25000000000006 0 239.51250000000002 2022.5000000000002 1 117.39000000000001 26.586000000000002 30.100200000000005 1.1528500000000002 148.98750000000004 105.004 2 176.53925000000004 33.525000000000013 333.3454000000001 decision_type=2 9 2 2 9 2 2 2 2 2 2 9 2 2 2 left_child=1 3 4 -1 5 9 11 -8 -9 10 -3 13 -13 -6 -4 right_child=-2 2 14 -5 6 -7 7 8 -10 -11 -12 12 -14 -15 -16 leaf_value=0.073650418666371134 0.42967681725819906 -0.024616297892933865 -0.20586099698430016 0.26071977538721902 0.044450937966963179 -0.28040505011876421 0.31833878902827989 -0.0094070204937612856 0.31646652763540095 -0.1967187313806443 0.1321425461769104 -0.0026206964224135517 0.14066948951374403 -0.17803776648640632 -0.12731210981096541 leaf_weight=57 24 701 21 56 380 21 34 231 22 21 26 11724 55 20 21 leaf_count=57 24 701 21 56 380 21 34 231 22 21 26 11724 55 20 21 internal_value=0 -0.000454297 -0.00187261 0.152832 -0.00135132 -0.0306032 0.000477328 0.0543999 0.0189298 -0.0239992 -0.0190101 -0.000792973 -0.00194997 0.0325137 -0.166587 internal_weight=0 13390 13277 113 13235 769 12466 287 253 748 727 12179 11779 400 42 internal_count=13414 13390 13277 113 13235 769 12466 287 253 748 727 12179 11779 400 42 cat_boundaries=0 3 7 11 cat_threshold=256 16384 2097408 67108872 2753152 3225550848 16785920 16384 32768 51200000 32800 is_linear=0 shrinkage=0.01 Tree=569 num_leaves=17 num_cat=6 split_feature=25 7 1 25 24 25 12 25 3 0 6 26 25 26 1 26 split_gain=31849.1 10448.9 7910 8088.26 16075.3 23384.9 18761.4 12309.4 14696.3 11307.3 15665.1 10950.7 9811.15 5163.45 1120.14 0.0073044 threshold=0 255.10500000000002 272.07425000000006 1 2 3 30.846000000000007 4 7.2030000000000003 176.53925000000004 218.62500000000003 2022.5000000000002 5 2022.5000000000002 6.3720000000000008 2022.5000000000002 decision_type=9 2 2 9 1 9 2 9 2 2 2 2 9 2 2 2 left_child=14 2 3 4 7 11 -7 13 -9 10 12 -6 -5 -2 15 -1 right_child=1 -3 -4 9 5 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.14037161114341334 -0.045049324907282355 -0.18800249138474465 -0.16071323528164819 -0.086214290257157947 0.075550043411174064 0.01710513282860263 0.25479849534876203 -0.014237826138502791 0.15406450815368117 -0.2016852721674689 0.26261125336993824 0.26371918362837571 -0.0033784092713699237 -0.15287665487738217 0.062899595896402996 0.14023959585825604 leaf_weight=95 93 30 31 135 59 1424 34 578 57 29 22 65 10581 85 21 75 leaf_count=95 93 30 31 135 59 1424 34 578 57 29 22 65 10581 85 21 75 internal_value=0 -0.00158598 -0.00116328 -0.000787499 0.0157955 0.0343091 0.0224938 -0.0202089 0.000856145 -0.00448671 -0.00395831 0.161188 -0.00450558 -0.0914048 0.125245 0.140313 internal_weight=0 13223 13193 13162 2395 1582 1458 813 635 10767 10738 124 10716 178 191 170 internal_count=13414 13223 13193 13162 2395 1582 1458 813 635 10767 10738 124 10716 178 191 170 cat_boundaries=0 3 7 8 12 15 19 cat_threshold=0 16448 256 138953488 1073850384 590170112 32800 2820 256 0 36175872 32800 512 0 36175872 67108864 0 0 16785408 is_linear=0 shrinkage=0.01 Tree=570 num_leaves=10 num_cat=2 split_feature=25 10 4 25 26 0 26 3 3 split_gain=49387.7 66537.3 27856.7 19120.4 51819.4 16084.3 11648.6 10894.2 7708.55 threshold=0 259.57500000000005 333.3454000000001 1 2022.5000000000002 344.25000000000006 2022.5000000000002 293.85000000000008 177.71725000000004 decision_type=9 2 2 9 2 2 2 2 2 left_child=6 2 3 4 -2 7 -1 8 -5 right_child=1 -3 -4 5 -6 -7 -8 -9 -10 leaf_value=-0.12639256780430422 -0.048249467074871058 0.56413971401396257 -0.3395777384440104 -0.00029158751115099187 0.40356582078066738 0.27682297570364817 -0.33385512609481816 -0.23336373293399809 0.11943604866663615 leaf_weight=59 60 21 24 12930 44 21 50 20 54 leaf_count=59 60 21 24 12930 44 21 50 20 54 internal_value=0 0.00169784 0.00080114 0.00142336 0.130368 0.000293466 -0.20294 -0.000152873 0.000206356 internal_weight=0 13174 13153 13129 104 13025 109 13004 12984 internal_count=13283 13174 13153 13129 104 13025 109 13004 12984 cat_boundaries=0 4 8 cat_threshold=0 16384 6291456 8192 0 0 655616 2129920 is_linear=0 shrinkage=0.01 Tree=571 num_leaves=12 num_cat=2 split_feature=25 10 4 25 26 26 8 6 20 6 8 split_gain=48404.8 65213.2 27302.3 15079 17763.9 11416.8 10546.6 6841.03 8881.3 2883.31 1009.14 threshold=0 259.57500000000005 333.3454000000001 1 2022.5000000000002 2022.5000000000002 172.87500000000003 218.62500000000003 42.305000000000007 272.07425000000006 246.67500000000004 decision_type=9 2 2 9 2 2 2 2 2 2 2 left_child=5 2 3 4 -2 -1 7 8 -5 -9 -8 right_child=1 -3 -4 6 -6 -7 10 9 -10 -11 -12 leaf_value=-0.12512863926968332 0.0067047717741557534 0.55849830763680597 -0.33618196288744606 -0.00016610761330303396 0.1971747985927538 -0.33051657314300537 -0.096638405070160374 0.20823400452023461 0.18139130696102423 0.050691312734897319 -0.17994094610214234 leaf_weight=59 112 21 24 12797 87 50 33 21 27 26 26 leaf_count=59 112 21 24 12797 87 50 33 21 27 26 26 internal_value=0 0.00168086 0.000793128 0.00140912 0.0856705 -0.200911 4.60002e-05 0.000657507 0.000216148 0.121083 -0.133348 internal_weight=0 13174 13153 13129 199 109 12930 12871 12824 47 59 internal_count=13283 13174 13153 13129 199 109 12930 12871 12824 47 59 cat_boundaries=0 4 8 cat_threshold=0 16384 6291456 8192 0 2097152 524544 2129920 is_linear=0 shrinkage=0.01 Tree=572 num_leaves=11 num_cat=2 split_feature=25 10 4 25 26 0 26 8 2 8 split_gain=47441.6 63915.5 26759 14778.9 17410.4 15361.9 11189.6 9392.87 7045.02 1178.07 threshold=0 259.57500000000005 333.3454000000001 1 2022.5000000000002 333.3454000000001 2022.5000000000002 172.87500000000003 279.07800000000003 246.67500000000004 decision_type=9 2 2 9 2 2 2 2 2 2 left_child=6 2 3 4 -2 7 -1 8 -5 -9 right_child=1 -3 -4 5 -6 -7 -8 9 -10 -11 leaf_value=-0.12387735496133061 0.0066377245315483637 0.55291331677209765 -0.33282014330228171 -0.00015992397191895297 0.19520304567512425 0.25825459042321081 -0.32721141209602361 -0.086865619190277604 0.17501265236864921 -0.17814153304466834 leaf_weight=59 112 21 24 12827 87 23 50 31 23 26 leaf_count=59 112 21 24 12827 87 23 50 31 23 26 internal_value=0 0.00166405 0.000785197 0.00139503 0.0848138 4.554e-05 -0.198902 -0.000414548 0.000153614 -0.1285 internal_weight=0 13174 13153 13129 199 12930 109 12907 12850 57 internal_count=13283 13174 13153 13129 199 12930 109 12907 12850 57 cat_boundaries=0 4 8 cat_threshold=0 16384 6291456 8192 0 2097152 524544 2129920 is_linear=0 shrinkage=0.01 Tree=573 num_leaves=11 num_cat=4 split_feature=25 10 4 25 26 0 26 25 24 6 split_gain=47073 62646.3 24924.9 18384.3 50095.5 15478.1 11183.6 7755.12 22597.2 8210.57 threshold=0 259.57500000000005 333.3454000000001 1 2022.5000000000002 344.25000000000006 2022.5000000000002 2 3 272.07425000000006 decision_type=9 2 2 9 2 2 2 9 1 2 left_child=6 2 3 4 -2 7 -1 8 -5 -9 right_child=1 -3 -4 5 -6 -7 -8 9 -10 -11 leaf_value=-0.12071680274876682 -0.047879895051320398 0.54738417897905622 -0.32814145378444509 0.061683166027069095 0.39635654937137255 0.27150224867321199 -0.32629528690786919 0.0014661182009903801 -0.10081915195926605 -0.1876454638398212 leaf_weight=55 60 21 23 124 44 21 51 12622 239 23 leaf_count=55 60 21 23 124 44 21 51 12622 239 23 internal_value=0 0.0016355 0.000765602 0.00134162 0.12778 0.000234115 -0.200694 -0.000203638 -0.0451432 0.00112126 internal_weight=0 13177 13156 13133 104 13029 106 13008 363 12645 internal_count=13283 13177 13156 13133 104 13029 106 13008 363 12645 cat_boundaries=0 4 8 12 13 cat_threshold=0 16384 6291456 32 0 0 655616 2129920 256 32832 2147483648 8192 1298 is_linear=0 shrinkage=0.01 Tree=574 num_leaves=10 num_cat=0 split_feature=10 12 11 0 9 1 2 11 12 split_gain=36022.7 11640.3 9988.64 6524.73 10091.1 8097.27 6561.91 1665.78 4.41832 threshold=279.07800000000003 160.17520000000005 92.932500000000019 344.25000000000006 239.51250000000002 339.56250000000006 149.26580000000004 211.12500000000003 246.67500000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 -3 right_child=-2 8 7 -5 -6 -7 -8 -9 -10 leaf_value=0.00016226975989905041 0.42395023822784422 -0.17442314302921297 -0.077834418582419559 0.15281916482107979 -0.18963386143823818 -0.19579595946130299 0.089899581779793999 -0.18412008174534503 -0.16777610206604002 leaf_weight=13005 20 20 30 28 28 21 82 29 20 leaf_count=13005 20 20 30 28 28 21 82 29 20 internal_value=0 -0.000767469 -0.000252209 0.000329653 4.61485e-06 0.000409702 0.000724542 -0.130077 -0.1711 internal_weight=0 13263 13223 13164 13136 13108 13087 59 40 internal_count=13283 13263 13223 13164 13136 13108 13087 59 40 is_linear=0 shrinkage=0.01 Tree=575 num_leaves=11 num_cat=2 split_feature=25 3 25 6 8 26 26 5 6 14 split_gain=32079.2 27912 30568.1 31519.8 17713.7 16875.1 12385.3 11852.6 10266.8 9041.49 threshold=0 344.25000000000006 1 29.757000000000005 263.93200000000007 2022.5000000000002 2022.5000000000002 272.07425000000006 230.65000000000003 182.65800000000004 decision_type=9 2 9 2 2 2 2 2 2 2 left_child=6 2 3 5 7 -2 -1 8 9 -4 right_child=1 -3 4 -5 -6 -7 -8 -9 -10 -11 leaf_value=0.081951413793997327 -0.050642729361178515 0.34831778526306151 0.0014725499565523973 0.25023783531188964 0.27951007760089375 -0.19258347247140012 0.30057143182170637 0.23912139983404251 -0.16968337610789708 0.20437346241690896 leaf_weight=55 177 23 12714 25 23 159 49 21 35 22 leaf_count=55 177 23 12714 25 23 159 49 21 35 22 internal_value=0 0.000258331 -0.000349044 -0.0898345 0.00224012 -0.117811 0.168731 0.00174334 0.00135301 0.00182304 internal_weight=0 13199 13176 361 12815 336 104 12792 12771 12736 internal_count=13303 13199 13176 361 12815 336 104 12792 12771 12736 cat_boundaries=0 4 8 cat_threshold=0 16384 524544 131104 16384 80 2097152 32768 is_linear=0 shrinkage=0.01 Tree=576 num_leaves=9 num_cat=0 split_feature=3 9 4 10 6 20 5 6 split_gain=18416.4 12860.5 11152.5 7909.5 8024.85 7812.51 19781.5 6884.24 threshold=344.25000000000006 279.07800000000003 344.25000000000006 218.62500000000003 218.62500000000003 42.305000000000007 333.3454000000001 355.00000000000006 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 right_child=-2 -3 -4 -5 7 -7 -8 -9 leaf_value=0.0019645584335717635 0.26756836487696722 -0.23509402586066205 -0.23438797318935392 -0.1402692240323776 0.20746352359226772 0.16579906628049654 -0.31277160549163818 -0.025110043764114378 leaf_weight=13091 26 23 20 39 35 29 20 20 leaf_count=13091 26 23 20 39 35 29 20 20 internal_value=0 0.00116475 0.00157474 0.00193134 0.00235163 0.00184709 0.00148445 0.122891 internal_weight=0 13277 13254 13234 13195 13140 13111 55 internal_count=13303 13277 13254 13234 13195 13140 13111 55 is_linear=0 shrinkage=0.01 Tree=577 num_leaves=16 num_cat=2 split_feature=25 3 25 6 4 26 5 3 7 26 7 6 6 5 5 split_gain=31457.2 26936.1 29868.2 30858.1 16504.4 15340.4 12166.3 18647.5 12948.8 12149.4 10085.5 9100.4 11936.2 5661.82 11054.8 threshold=0 344.25000000000006 1 29.757000000000005 68.310000000000016 2022.5000000000002 114.42500000000001 11.555000000000001 178.65425000000002 2022.5000000000002 246.67500000000004 230.65000000000003 183.80721500000004 189.44922000000003 259.57500000000005 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 5 -2 8 13 11 -1 -10 12 -4 -8 -15 right_child=1 -3 6 -5 -6 -7 7 -9 10 -11 -12 -13 -14 14 -16 leaf_value=0.081115881340070195 -0.034701091214927315 0.34215892957604455 0.0020418058298007293 0.24767266159057616 -0.39507863664627074 -0.174524613753475 0.15071852538320754 0.37918602398463658 -0.313927117223325 0.297644558244822 -0.02088578431556622 -0.16642270974814893 0.24653256233036519 -0.20403213858604433 0.12447400615328835 leaf_weight=55 171 23 12627 25 20 145 27 21 23 49 24 32 20 20 21 leaf_count=55 171 23 12627 25 20 145 27 21 23 49 24 32 20 20 21 internal_value=0 0.000238548 -0.000358126 -0.0888132 -0.116493 -0.0988606 0.00220125 0.118715 0.00138814 0.16707 -0.164289 0.00200229 0.00242844 0.0382752 -0.0357729 internal_weight=0 13199 13176 361 336 316 12815 89 12726 104 47 12679 12647 68 41 internal_count=13303 13199 13176 361 336 316 12815 89 12726 104 47 12679 12647 68 41 cat_boundaries=0 4 8 cat_threshold=0 16384 524544 131104 16384 80 2097152 32768 is_linear=0 shrinkage=0.01 Tree=578 num_leaves=16 num_cat=2 split_feature=25 3 25 6 4 26 5 3 7 26 7 6 6 5 5 split_gain=30831.2 26400.1 29273.9 30244 16176 15035.2 11924.1 18276.4 12691.1 11907.7 9884.83 8919.3 11698.7 5549.15 10834.8 threshold=0 344.25000000000006 1 29.757000000000005 68.310000000000016 2022.5000000000002 114.42500000000001 11.555000000000001 178.65425000000002 2022.5000000000002 246.67500000000004 230.65000000000003 183.80721500000004 189.44922000000003 259.57500000000005 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 5 -2 8 13 11 -1 -10 12 -4 -8 -15 right_child=1 -3 6 -5 -6 -7 7 -9 10 -11 -12 -13 -14 14 -16 leaf_value=0.08030471231720665 -0.034354080306856258 0.33873733852220617 0.0020213877872479521 0.24519595279693604 -0.39112785005569456 -0.17277937235297827 0.14921133663919237 0.37539415859040759 -0.31078784901162854 0.29466813394001551 -0.020676928193618854 -0.16475848041474819 0.24406723947823047 -0.20199181962013246 0.12322927270616804 leaf_weight=55 171 23 12627 25 20 145 27 21 23 49 24 32 20 20 21 leaf_count=55 171 23 12627 25 20 145 27 21 23 49 24 32 20 20 21 internal_value=0 0.000236163 -0.000354545 -0.0879251 -0.115328 -0.097872 0.00217924 0.117528 0.00137426 0.165399 -0.162646 0.00198226 0.00240416 0.0378924 -0.0354152 internal_weight=0 13199 13176 361 336 316 12815 89 12726 104 47 12679 12647 68 41 internal_count=13303 13199 13176 361 336 316 12815 89 12726 104 47 12679 12647 68 41 cat_boundaries=0 4 8 cat_threshold=0 16384 524544 131104 16384 80 2097152 32768 is_linear=0 shrinkage=0.01 Tree=579 num_leaves=13 num_cat=2 split_feature=25 3 25 8 4 5 26 5 2 14 7 26 split_gain=30217.6 25874.7 28691.3 17318.5 13297.6 17748.5 11670.7 11439.1 9128.07 8848.11 11269.4 6571.98 threshold=0 344.25000000000006 1 263.93200000000007 199.12500000000003 22.198000000000004 2022.5000000000002 272.07425000000006 22.196000000000005 182.65800000000004 178.65425000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 left_child=6 2 4 7 5 8 -1 9 11 10 -4 -2 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.079501658033240927 -0.029316980835141206 0.33534995037576432 0.0015328030543421862 0.27631691227788513 -0.34006551074981689 -0.349476711099798 0.29172144447054182 0.23486621266319638 0.12762901329994203 0.20165587858720257 -0.14741562780650225 -0.12451504207115907 leaf_weight=55 164 23 12698 23 20 22 49 21 25 22 51 130 leaf_count=55 164 23 12698 23 20 22 49 21 25 22 51 130 internal_value=0 0.000233801 -0.000350999 0.00215745 -0.0870459 -0.0747587 0.163745 0.00166619 -0.0558126 0.00128273 0.000936963 -0.0714114 internal_weight=0 13199 13176 12815 361 341 104 12792 319 12771 12749 294 internal_count=13303 13199 13176 12815 361 341 104 12792 319 12771 12749 294 cat_boundaries=0 4 8 cat_threshold=0 16384 524544 131104 16384 80 2097152 32768 is_linear=0 shrinkage=0.01 Tree=580 num_leaves=11 num_cat=3 split_feature=4 25 26 8 6 25 26 1 25 5 split_gain=46785.3 31433.2 29360.6 29051.4 20314.7 18713.5 15088.1 6503.86 5799.6 5386.44 threshold=365.72000000000008 0 2022.5000000000002 312.55000000000013 297.60100000000006 1 2022.5000000000002 272.07425000000006 2 22.198000000000004 decision_type=2 9 2 2 2 9 2 2 9 2 left_child=1 2 -1 4 5 6 -3 8 -7 -8 right_child=-2 3 -4 -5 -6 7 9 -9 -10 -11 leaf_value=0.021857030823312959 -0.46080787528644912 -0.014512695292351952 0.34909458352969247 0.38009098243713385 0.28934649169445037 0.012403649115257868 -0.19159652559035414 -0.1523298493240561 -0.0034733755627368037 -0.013063860535621643 leaf_weight=58 22 142 52 20 24 2994 109 28 9817 20 leaf_count=58 22 142 52 20 24 2994 109 28 9817 20 internal_value=0 0.000725507 0.161839 -0.000744265 -0.00132475 -0.00185688 -0.082584 -8.85311e-05 0.000244142 -0.163917 internal_weight=0 13264 110 13154 13134 13110 271 12839 12811 129 internal_count=13286 13264 110 13154 13134 13110 271 12839 12811 129 cat_boundaries=0 4 8 12 cat_threshold=0 16384 2113792 32 256 65600 0 40960 16921 138969752 571350016 16908800 is_linear=0 shrinkage=0.01 Tree=581 num_leaves=12 num_cat=3 split_feature=4 25 4 25 3 1 7 2 0 25 3 split_gain=45854.3 30807.6 23436.4 16710.2 13100.5 12905.5 16551.3 11510.8 10246.8 7781.53 1463.49 threshold=365.72000000000008 0 279.07800000000003 1 219.40000000000003 174.00000000000003 18.645000000000003 22.196000000000005 293.85000000000008 2 263.93200000000007 decision_type=2 9 2 9 2 2 2 2 2 9 2 left_child=1 -1 3 5 8 6 7 -3 9 -5 -6 right_child=-2 2 -4 4 10 -7 -8 -9 -10 -11 -12 leaf_value=0.16022017129262289 -0.45619980075142602 -0.073282835825960693 0.33306452297029038 0.028911230081535066 -0.22661064034416561 0.1748874218897386 -0.31800960852549626 0.12428405329585075 -0.21410881270739165 -0.000389242397824191 -0.11530321130046138 leaf_weight=110 22 376 21 973 21 22 26 32 22 11634 27 leaf_count=110 22 376 21 973 21 22 26 32 22 11634 27 internal_value=0 0.000718319 -0.000736754 -0.00127107 0.000891069 -0.0600815 -0.0733767 -0.0577874 0.00151849 0.00189477 -0.164 internal_weight=0 13264 13154 13133 12677 456 434 408 12629 12607 48 internal_count=13286 13264 13154 13133 12677 456 434 408 12629 12607 48 cat_boundaries=0 4 8 12 cat_threshold=0 16384 2113792 32 4194560 1073807424 3221225472 40960 16904 524304 38668288 16777728 is_linear=0 shrinkage=0.01 Tree=582 num_leaves=15 num_cat=4 split_feature=4 25 26 4 25 26 3 0 0 25 1 7 25 3 split_gain=44942 30245.1 28776.3 22970 16377.8 18043.7 12839.8 11468.6 10042.9 7632.64 6742.14 9544.83 1565.25 1434.37 threshold=365.72000000000008 0 2022.5000000000002 279.07800000000003 1 2022.5000000000002 219.40000000000003 18.636012500000003 293.85000000000008 2 81.615000000000009 18.645000000000003 3 263.93200000000007 decision_type=2 9 2 2 9 2 2 2 2 9 2 2 9 2 left_child=1 2 -1 4 5 7 8 12 9 -6 11 -7 -3 -8 right_child=-2 3 -4 -5 6 10 13 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.020036248559581825 -0.45163779724727982 0.0088451851691518507 0.34400145720977049 0.32973386582874115 0.025899175821166291 -0.11918518444654104 -0.22434453759874617 0.23015995824337004 -0.21196772267364644 -0.00064303883345040295 0.050731989502906798 -0.3491493340730667 -0.044489555439027426 -0.11415018125816628 leaf_weight=58 22 102 52 21 1187 185 21 20 22 11420 20 20 109 27 leaf_count=58 22 102 52 21 1187 185 21 20 22 11420 20 20 109 27 internal_value=0 0.000712559 0.158751 -0.00072917 -0.00125814 -0.0594807 0.000882384 0.00129698 0.00150353 0.00187605 -0.124523 -0.141621 -0.0203962 -0.16236 internal_weight=0 13264 110 13154 13133 456 12677 231 12629 12607 225 205 211 48 internal_count=13286 13264 110 13154 13133 456 12677 231 12629 12607 225 205 211 48 cat_boundaries=0 4 8 12 15 cat_threshold=0 16384 2113792 32 4194560 1073807424 3221225472 40960 16904 557200 38672384 16777728 256 64 1073741824 is_linear=0 shrinkage=0.01 Tree=583 num_leaves=11 num_cat=2 split_feature=4 25 8 26 6 25 26 1 14 5 split_gain=44047.7 29643.2 28438.1 28203.7 19786.3 17879.1 14507.6 6433.4 5664.34 5268.72 threshold=365.72000000000008 0 312.55000000000013 2022.5000000000002 297.60100000000006 1 2022.5000000000002 272.07425000000006 192.44922000000003 22.198000000000004 decision_type=2 9 2 2 2 9 2 2 2 2 left_child=1 3 4 -1 5 6 -3 8 -7 -8 right_child=-2 2 -4 -5 -6 7 9 -9 -10 -11 leaf_value=0.019835890378032267 -0.44712142391638326 -0.013970038756518297 0.37607201004028318 0.34056143992222276 0.28557036201159164 0.00050084391746810675 -0.18784734614398502 -0.15150745115109854 -0.1679212107658386 -0.011276466846466065 leaf_weight=58 22 142 20 52 24 12791 109 28 20 20 leaf_count=58 22 142 20 52 24 12791 109 28 20 20 internal_value=0 0.000705355 -0.000721957 0.157164 -0.00129628 -0.00182143 -0.0807282 -9.29518e-05 0.00023791 -0.160472 internal_weight=0 13264 13154 110 13134 13110 271 12839 12811 129 internal_count=13286 13264 13154 110 13134 13110 271 12839 12811 129 cat_boundaries=0 4 8 cat_threshold=0 16384 2113792 32 256 65600 0 40960 is_linear=0 shrinkage=0.01 Tree=584 num_leaves=13 num_cat=5 split_feature=4 25 26 4 25 26 24 3 0 25 24 3 split_gain=43171.1 29053.3 27642.4 22462.4 15840.9 17490 22435.7 12578.7 9842.91 7483.06 6310.1 1407.43 threshold=365.72000000000008 0 2022.5000000000002 279.07800000000003 1 2022.5000000000002 2 219.40000000000003 293.85000000000008 3 4 263.93200000000007 decision_type=2 9 2 2 9 2 1 2 2 9 1 2 left_child=1 2 -1 4 5 6 -3 8 9 -6 -7 -9 right_child=-2 3 -4 -5 7 10 -8 11 -10 -11 -12 -13 leaf_value=0.019637539120198326 -0.44265021083707162 0.10655985465007169 0.33715582373050546 0.32607701846531462 0.028344182919934468 -0.05388833514348728 -0.083632595667736148 -0.22210609890165786 -0.20985306038097903 -0.00038886527861018989 -0.1756447590811778 -0.11295130985754508 leaf_weight=58 22 102 52 21 973 117 129 21 22 11634 108 27 leaf_count=58 22 102 52 21 973 117 129 21 22 11634 108 27 internal_value=0 0.000698302 0.155592 -0.000714738 -0.00123783 -0.0584981 0.00134101 0.000867321 0.00148211 0.00185091 -0.122533 -0.160707 internal_weight=0 13264 110 13154 13133 456 231 12677 12629 12607 225 48 internal_count=13286 13264 110 13154 13133 456 231 12677 12629 12607 225 48 cat_boundaries=0 4 8 9 13 14 cat_threshold=0 16384 2113792 32 4194560 1073807424 3221225472 40960 2386 16904 524304 38668288 16777728 3341 is_linear=0 shrinkage=0.01 Tree=585 num_leaves=14 num_cat=3 split_feature=25 2 10 26 11 25 24 4 5 4 26 11 5 split_gain=56850.7 33558.9 46252.8 27670.7 7578.45 9873.7 40909.5 26695.7 11235.3 13280.3 8807.17 827.326 1.37535 threshold=0 285.62500000000006 279.07800000000003 2022.5000000000002 92.932500000000019 1 2 29.353500000000004 217.36500000000004 216.24000000000004 2022.5000000000002 206.70431000000005 272.07425000000006 decision_type=9 2 2 2 2 9 1 2 2 2 2 2 2 left_child=3 2 4 -1 5 6 10 -8 9 -7 -2 -6 -10 right_child=1 -3 -4 -5 11 8 7 -9 12 -11 -12 -13 -14 leaf_value=-0.08532468195442322 0.14369076317235044 -0.3068585822922843 0.4721371228354318 -0.41327307293415066 -0.073796057859608147 0.00083991462342827491 -0.019747636687637557 0.26210524280865988 -0.16616187776838029 0.18111508390888936 0.31226334540740303 -0.15071823810708934 -0.16249772834777834 leaf_weight=53 95 35 21 50 27 12280 505 36 21 41 46 29 20 leaf_count=53 95 35 21 50 27 12280 505 36 21 41 46 29 20 internal_value=0 0.00237658 0.00320327 -0.222884 0.00245154 0.0029499 0.039708 -0.00097417 0.000889146 0.00143981 0.185528 -0.113631 -0.164374 internal_weight=0 13156 13121 103 13100 13044 682 541 12362 12321 141 56 41 internal_count=13259 13156 13121 103 13100 13044 682 541 12362 12321 141 56 41 cat_boundaries=0 4 8 9 cat_threshold=0 24576 256 4325408 67109120 65600 3261073408 16818688 2049 is_linear=0 shrinkage=0.01 Tree=586 num_leaves=9 num_cat=1 split_feature=25 2 3 26 14 0 5 9 split_gain=55719.4 32891.1 28191 27120 7526.74 7501.71 14659.7 12351.4 threshold=0 285.62500000000006 333.3454000000001 2022.5000000000002 182.65800000000004 376.61250000000007 287.60640000000006 198.34750000000003 decision_type=9 2 2 2 2 2 2 2 left_child=3 2 4 -1 5 6 7 -2 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=-0.084471434901626619 0.0028844423761578831 -0.30378999947650093 0.33212754286252533 -0.40914034106731417 0.17249320048552291 0.1957029151916504 -0.2686462243795395 -0.15951837610691152 leaf_weight=53 12982 35 26 50 26 20 20 47 leaf_count=53 12982 35 26 50 26 20 20 47 internal_value=0 0.00235281 0.00317123 -0.220655 0.00251809 0.00217994 0.00188333 0.0022986 internal_weight=0 13156 13121 103 13095 13069 13049 13029 internal_count=13259 13156 13121 103 13095 13069 13049 13029 cat_boundaries=0 4 cat_threshold=0 24576 256 4325408 is_linear=0 shrinkage=0.01 Tree=587 num_leaves=14 num_cat=3 split_feature=25 2 10 26 11 25 24 4 5 4 26 11 5 split_gain=54610.6 32236.6 45167.8 26580.3 7408.13 9666.43 40119.9 26133 10931.6 13022.3 8646.69 811.322 2.58182 threshold=0 285.62500000000006 279.07800000000003 2022.5000000000002 92.932500000000019 1 2 29.353500000000004 217.36500000000004 216.24000000000004 2022.5000000000002 206.70431000000005 272.07425000000006 decision_type=9 2 2 2 2 9 1 2 2 2 2 2 2 left_child=3 2 4 -1 5 6 10 -8 9 -7 -2 -6 -10 right_child=1 -3 -4 -5 11 8 7 -9 12 -11 -12 -13 -14 leaf_value=-0.083626720185549758 0.14219863753569756 -0.30075209694355726 0.46654046830676849 -0.40504893708229062 -0.072926222853086614 0.00079954189395400053 -0.019602359976508828 0.25926398356755576 -0.16461330209459579 0.17931469439097295 0.30922835754311601 -0.1491007599748414 -0.15959299421310424 leaf_weight=53 95 35 21 50 27 12280 505 36 21 41 46 29 20 leaf_count=53 95 35 21 50 27 12280 505 36 21 41 46 29 20 internal_value=0 0.00232928 0.00313952 -0.218448 0.00239666 0.00288939 0.0392597 -0.00102666 0.000850431 0.00139358 0.183665 -0.112374 -0.162164 internal_weight=0 13156 13121 103 13100 13044 682 541 12362 12321 141 56 41 internal_count=13259 13156 13121 103 13100 13044 682 541 12362 12321 141 56 41 cat_boundaries=0 4 8 9 cat_threshold=0 24576 256 4325408 67109120 65600 3261073408 16818688 2049 is_linear=0 shrinkage=0.01 Tree=588 num_leaves=14 num_cat=3 split_feature=25 2 10 26 11 25 24 8 6 5 26 6 11 split_gain=53523.8 31595 44268.9 26051.4 7260.71 9698.2 59976.1 10763.5 6461.98 17503.8 6371.6 4772.69 795.177 threshold=0 285.62500000000006 279.07800000000003 2022.5000000000002 92.932500000000019 1 2 11.177000000000001 117.39000000000001 231.75000000000003 2022.5000000000002 279.07800000000003 206.70431000000005 decision_type=9 2 2 2 2 9 1 2 2 2 2 2 2 left_child=3 2 4 -1 5 6 10 -8 9 -7 -2 -10 -6 right_child=1 -3 -4 -5 12 8 7 -9 11 -11 -12 -13 -14 leaf_value=-0.082790454721675732 0.17613275690684244 -0.29774457860418729 0.46187507629394531 -0.40099844886064534 -0.072196963931675309 0.0022410879489392151 -0.0026657392693669141 -0.21672361440658569 -0.13075706157953509 -0.23193938285112381 0.31951645636167686 0.046898052453994747 -0.14760974871701207 leaf_weight=53 63 35 21 50 27 12392 389 25 62 32 61 20 29 leaf_count=53 63 35 21 50 27 12392 389 25 62 32 61 20 29 internal_value=0 0.00230599 0.00310812 -0.216264 0.0023727 0.0028605 0.0440361 -0.0152242 0.00105309 0.00163792 0.22826 -0.0874265 -0.11125 internal_weight=0 13156 13121 103 13100 13044 538 414 12506 12424 124 82 56 internal_count=13259 13156 13121 103 13100 13044 538 414 12506 12424 124 82 56 cat_boundaries=0 4 8 9 cat_threshold=0 24576 256 4325408 67109120 65600 1113589760 41472 2057 is_linear=0 shrinkage=0.01 Tree=589 num_leaves=11 num_cat=3 split_feature=25 2 10 26 7 3 25 24 0 7 split_gain=52458.7 30966.3 43388 25533 10478.5 13593.8 10952.4 88745 9998.62 5136.58 threshold=0 285.62500000000006 279.07800000000003 2022.5000000000002 211.12500000000003 263.93200000000007 1 2 344.25000000000006 255.10500000000002 decision_type=9 2 2 2 2 2 9 1 2 2 left_child=3 2 4 -1 5 6 7 -2 -8 -6 right_child=1 -3 -4 -5 9 -7 8 -9 -10 -11 leaf_value=-0.081962549596462611 0.26816528827440544 -0.29476713263988497 0.45725631214323498 -0.39698846359848977 0.26675625824928284 -0.19793610124027028 0.00055805101284257949 -0.087829121530410781 0.21894096192859469 0.067845449035836239 leaf_weight=53 112 35 21 50 20 34 12718 158 21 37 leaf_count=53 112 35 21 50 20 34 12718 158 21 37 internal_value=0 0.00228293 0.00307704 -0.214101 0.00234897 0.00175773 0.00227965 0.064146 0.000917331 0.137639 internal_weight=0 13156 13121 103 13100 13043 13009 270 12739 57 internal_count=13259 13156 13121 103 13100 13043 13009 270 12739 57 cat_boundaries=0 4 8 9 cat_threshold=0 24576 256 4325408 67108864 0 1113718784 40960 2225 is_linear=0 shrinkage=0.01 Tree=590 num_leaves=18 num_cat=5 split_feature=25 25 4 1 1 25 10 3 3 25 26 26 24 26 26 1 3 split_gain=22133.4 18290.6 67544.7 30698 14049.4 12349.5 8746.61 19097.4 24118.7 12554.9 4904.05 4352.47 4281.97 821.062 257.633 52.6372 24.3797 threshold=0 1 29.353500000000004 148.98750000000004 228.18750000000003 2 243.26250000000002 230.65000000000003 177.71725000000004 3 2022.5000000000002 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 272.07425000000006 333.3454000000001 decision_type=9 9 2 2 2 9 2 2 2 9 2 2 1 2 2 2 2 left_child=11 2 3 5 6 12 7 8 9 -3 -7 -1 13 -2 -14 -6 -9 right_child=1 4 -4 -5 15 10 -8 16 -10 -11 -12 -13 14 -15 -16 -17 -18 leaf_value=0.076235729345908526 0.01259651641376683 0.033909533731272361 0.37875180445611478 0.23596817007431617 -0.14842265051603318 -0.13363942676974883 0.20930554080009461 -0.20116203173995018 0.33935463859921411 -0.0027588086646090932 -0.23527063880999063 0.19241165991406889 -0.097219391635486069 -0.041210342595037426 -0.12844957010746003 -0.16886773735284805 -0.216111300945282 leaf_weight=65 61 1005 32 26 20 93 20 24 21 11655 97 64 56 53 50 34 20 leaf_count=65 61 1005 32 26 20 93 20 24 21 11655 97 64 56 53 50 34 20 internal_value=0 -0.0026051 -0.063341 -0.097241 -0.000336548 -0.118371 0.000345164 1.67392e-05 0.000738358 0.000176672 -0.176249 0.124242 -0.0577501 -0.0114174 -0.1023 -0.161295 -0.207957 internal_weight=0 13267 468 436 12799 410 12745 12725 12681 12660 190 129 220 114 106 54 44 internal_count=13396 13267 468 436 12799 410 12745 12725 12681 12660 190 129 220 114 106 54 44 cat_boundaries=0 3 7 11 15 16 cat_threshold=67108864 16384 131328 256 2097216 786432 131584 256 2097152 262144 512 16897 16 1113669632 18915360 2674 is_linear=0 shrinkage=0.01 Tree=591 num_leaves=18 num_cat=4 split_feature=25 25 4 1 1 25 14 10 3 3 26 26 24 26 26 1 3 split_gain=21692.8 17926.7 66200.6 30087.1 13769.9 12103.8 8589.7 9966.21 18451.2 23601.9 4806.46 4265.86 4234.25 973.714 251.202 51.8219 16.1592 threshold=0 1 29.353500000000004 148.98750000000004 228.18750000000003 2 192.44922000000003 211.12500000000003 230.65000000000003 177.71725000000004 2022.5000000000002 2022.5000000000002 3 2022.5000000000002 2022.5000000000002 290.58750000000009 293.85000000000008 decision_type=9 9 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 left_child=11 2 3 5 6 12 7 8 9 -3 -7 -1 13 -2 -14 -6 -10 right_child=1 4 -4 -5 15 10 -8 -9 16 -11 -12 -13 14 -15 -16 -17 -18 leaf_value=0.07547336275760945 0.018418648912195575 0.00043639583243497101 0.37496429108083251 0.23360849472192619 -0.15092049734542767 -0.13230303328524354 -0.19273610716280729 0.19627537687810567 -0.21249442165548149 0.33596108754475912 -0.23291793381430437 0.19048754509072752 -0.094650042215983082 -0.041421127456885122 -0.12483651098667407 -0.17063506503899892 -0.20023066287948971 leaf_weight=65 57 12632 32 26 30 93 23 26 22 21 97 64 60 52 51 24 21 leaf_count=65 57 12632 32 26 30 93 23 26 22 21 97 64 60 52 51 24 21 internal_value=0 -0.00257881 -0.0627076 -0.0962686 -0.000332939 -0.117188 0.000341957 0.000691021 0.000290486 0.000993261 -0.174486 0.123 -0.0571726 -0.00927761 -0.0995509 -0.159683 -0.206505 internal_weight=0 13267 468 436 12799 410 12745 12722 12696 12653 190 129 220 109 111 54 43 internal_count=13396 13267 468 436 12799 410 12745 12722 12696 12653 190 129 220 109 111 54 43 cat_boundaries=0 3 7 11 12 cat_threshold=67108864 16384 131328 256 2097216 786432 131584 256 2097152 262144 512 2680 is_linear=0 shrinkage=0.01 Tree=592 num_leaves=17 num_cat=4 split_feature=25 25 4 1 1 25 10 3 3 25 26 26 0 26 1 3 split_gain=21261.2 17570 64883.2 29488.4 13495.9 11862.9 8410.92 18344.3 23168.4 12316.8 4710.82 4180.97 2339.82 1300.89 50.8828 24.2711 threshold=0 1 29.353500000000004 148.98750000000004 228.18750000000003 2 243.26250000000002 230.65000000000003 177.71725000000004 3 2022.5000000000002 2022.5000000000002 16.176000000000005 2022.5000000000002 272.07425000000006 333.3454000000001 decision_type=9 9 2 2 2 9 2 2 2 9 2 2 2 2 2 2 left_child=11 2 3 5 6 12 7 8 9 -3 -7 -1 13 -2 -6 -9 right_child=1 4 -4 -5 14 10 -8 15 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.074718637704849253 -0.024110952233805241 0.033584607553376784 0.3712146508693695 0.23127240437727709 -0.14542921441793444 -0.13098000282882363 0.20524973630905152 -0.19703568592667581 0.33260148048400878 -0.0027342864984472395 -0.23058875362897657 0.18858267401345075 -0.16230238795280458 -0.07514151489304513 -0.16553069326040501 -0.21195162677764892 leaf_weight=65 103 1005 32 26 20 93 20 24 21 11655 97 64 20 97 34 20 leaf_count=65 103 1005 32 26 20 93 20 24 21 11655 97 64 20 97 34 20 internal_value=0 -0.00255302 -0.0620805 -0.0953059 -0.000329609 -0.116016 0.000338538 1.64768e-05 0.000723725 0.000173217 -0.172741 0.12177 -0.0566009 -0.0488608 -0.158086 -0.203816 internal_weight=0 13267 468 436 12799 410 12745 12725 12681 12660 190 129 220 200 54 44 internal_count=13396 13267 468 436 12799 410 12745 12725 12681 12660 190 129 220 200 54 44 cat_boundaries=0 3 7 11 15 cat_threshold=67108864 16384 131328 256 2097216 786432 131584 256 2097152 262144 512 16897 16 1113669632 18915360 is_linear=0 shrinkage=0.01 Tree=593 num_leaves=18 num_cat=6 split_feature=25 25 4 1 1 25 14 10 25 5 24 26 26 24 26 26 1 split_gain=21171 17165.2 63592 28901.5 13355.7 11626.9 8414.71 9615.84 7634.91 19638.4 16028.2 5275.56 4617.07 4162.02 776.801 241.108 82.8344 threshold=0 1 29.353500000000004 148.98750000000004 228.18750000000003 2 192.44922000000003 211.12500000000003 3 211.12500000000003 4 2022.5000000000002 2022.5000000000002 5 2022.5000000000002 2022.5000000000002 290.58750000000009 decision_type=9 9 2 2 2 9 2 2 9 2 1 2 2 1 2 2 2 left_child=11 2 3 5 6 13 7 8 10 -10 -3 -1 -7 14 -2 -15 -6 right_child=1 4 -4 -5 16 12 -8 -9 9 -11 -12 -13 -14 15 -16 -17 -18 leaf_value=0.060995176116081136 0.012927019830609931 -0.020396362952369584 0.36750250272452833 0.22895967978697557 -0.14788999744753045 -0.12967020309099586 -0.19086413735928745 0.19269817641434764 -0.0029353701733998002 0.30315004473640805 0.052724022922926397 0.18041409102280934 -0.22828286307374229 -0.095068565905094146 -0.039409444964719265 -0.12528057711124421 -0.17311428261839826 leaf_weight=73 61 493 32 26 30 93 23 26 11419 21 745 75 97 56 53 50 23 leaf_count=73 61 493 32 26 30 93 23 26 11419 21 745 75 97 56 53 50 23 internal_value=0 -0.00262343 -0.0614597 -0.0943528 -0.000422488 -0.114856 0.000236875 0.000582854 0.000188865 -0.00237143 0.0236757 0.113821 -0.171014 -0.0560349 -0.0104851 -0.0998954 -0.158836 internal_weight=0 13248 468 436 12780 410 12727 12704 12678 11440 1238 148 190 220 114 106 53 internal_count=13396 13248 468 436 12780 410 12727 12704 12678 11440 1238 148 190 220 114 106 53 cat_boundaries=0 4 8 12 16 17 18 cat_threshold=67108864 16384 131328 32 256 2097216 786432 131584 256 2097152 262144 512 4211201 533136 1113671680 18915328 920 2674 is_linear=0 shrinkage=0.01 Tree=594 num_leaves=9 num_cat=0 split_feature=18 12 2 8 19 7 10 7 split_gain=15910.2 16888.7 12929.5 11877.8 8166.05 6943.17 7045.06 3665.73 threshold=113.67000000000002 273.29900000000004 272.07425000000006 272.07425000000006 89.762000000000015 105.004 259.57500000000005 231.40000000000003 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=-0.00033224668290557016 0.26745995770801201 -0.29205769252777097 -0.18544434264302254 -0.22777660452801252 0.20158307545632123 -0.14230523627967789 0.17115523487329484 -0.017507588851243951 leaf_weight=13154 22 20 38 23 20 52 24 43 leaf_count=13154 22 20 38 23 20 52 24 43 internal_value=0 -0.00168316 -0.00124827 -0.00072263 -0.000329774 -0.00063402 -1.99307e-05 -0.0858179 internal_weight=0 13374 13354 13316 13293 13273 13178 95 internal_count=13396 13374 13354 13316 13293 13273 13178 95 is_linear=0 shrinkage=0.01 Tree=595 num_leaves=16 num_cat=7 split_feature=25 8 25 24 25 3 25 7 1 0 1 0 3 25 25 split_gain=16487.4 12095.2 8368.59 11391.6 27955.8 43075.9 24017.8 18701.9 9308.41 15644.1 9482.91 6885.43 6371.62 6177.45 5669.22 threshold=0 341.27040000000005 1 2 3 177.71725000000004 4 28.768000000000004 105.004 189.93750000000003 195.14400000000003 105.004 53.073000000000015 5 6 decision_type=9 2 9 1 9 2 9 2 2 2 2 2 2 9 9 left_child=-1 2 3 6 -5 7 -2 -6 9 11 -10 14 13 -8 -4 right_child=1 -3 8 4 5 -7 12 -9 10 -11 -12 -13 -14 -15 -16 leaf_value=0.1153414989900589 -0.15052566449726576 0.24568477630615235 -0.040440701775927006 0.18178133663350501 0.019728469579744955 0.44003252486387889 0.078964416410839344 -0.15709298197059862 0.27816991425078846 -0.20522820637776304 0.024479031330201684 0.1763230553695134 -0.12517928996019895 -0.00056353889896667436 -0.0033710784597420513 leaf_weight=115 103 20 421 103 1698 24 104 62 23 39 41 21 36 690 9830 leaf_count=115 103 20 421 103 1698 24 104 62 23 39 41 21 36 690 9830 internal_value=0 -4.79672e-05 -0.000420467 0.0148243 0.02892 0.0191304 -0.0136886 0.0134995 -0.00457399 -0.00532465 0.115649 -0.00456567 0.00488216 0.0108406 -0.00493624 internal_weight=0 13215 13195 2820 1887 1784 933 1760 10375 10311 64 10272 830 794 10251 internal_count=13330 13215 13195 2820 1887 1784 933 1760 10375 10311 64 10272 830 794 10251 cat_boundaries=0 3 7 8 12 15 19 22 cat_threshold=67108864 16384 256 138429449 2284429888 1126976512 16949792 3392 0 0 36175872 32800 16384 64 36175872 8 2163200 0 512 768 0 131072 is_linear=0 shrinkage=0.01 Tree=596 num_leaves=16 num_cat=6 split_feature=25 8 25 24 25 3 25 7 1 0 1 0 3 25 3 split_gain=16185.2 11854.5 8205.73 11174 27454.5 42218.7 23583.5 18333.4 9123.24 15332.7 9294.2 6748.44 6245.74 5559.24 4239.32 threshold=0 341.27040000000005 1 2 3 177.71725000000004 4 202.34813100000002 105.004 189.93750000000003 195.14400000000003 105.004 53.073000000000015 5 16.990000000000006 decision_type=9 2 9 1 9 2 9 2 2 2 2 2 2 9 2 left_child=-1 2 3 6 -5 7 -2 -6 9 11 -10 13 14 -4 -8 right_child=1 -3 8 4 5 -7 12 -9 10 -11 -12 -13 -14 -15 -16 leaf_value=0.11428034431457519 -0.14915361709826816 0.2432279396057129 -0.040045676849557739 0.1801244013716953 0.016824772974861592 0.43563219388326013 0.006406777079983321 -0.28767603534134106 0.2753882161560266 -0.20317592813418461 0.024234236246202051 0.17455982140132359 -0.1239274970524841 -0.0033374018560432712 0.13389753156238132 leaf_weight=115 103 20 421 103 1740 24 767 20 23 39 41 21 36 9830 27 leaf_count=115 103 20 421 103 1740 24 767 20 23 39 41 21 36 9830 27 internal_value=0 -4.69896e-05 -0.000415763 0.01468 0.0286404 0.0189391 -0.0135594 0.0133645 -0.00452868 -0.00527183 0.114493 -0.00452044 0.00484267 -0.0048873 0.0107421 internal_weight=0 13215 13195 2820 1887 1784 933 1760 10375 10311 64 10272 830 10251 794 internal_count=13330 13215 13195 2820 1887 1784 933 1760 10375 10311 64 10272 830 10251 794 cat_boundaries=0 3 7 8 12 15 18 cat_threshold=67108864 16384 256 138429449 2284429888 1126976512 16949792 3392 0 0 36175872 32800 16384 64 36175872 768 0 131072 is_linear=0 shrinkage=0.01 Tree=597 num_leaves=12 num_cat=2 split_feature=2 25 0 8 25 4 1 5 4 0 0 split_gain=40445.4 21363 14303.6 12890.1 12419 25804.9 12061.2 6476.81 4667.37 1690.07 1029.8 threshold=355.00000000000006 0 217.36500000000004 263.93200000000007 1 219.40000000000003 200.13000000000002 223.36075000000002 219.40000000000003 293.85000000000008 241.78314000000003 decision_type=2 9 2 2 9 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 -3 8 -6 10 -4 right_child=-2 2 9 -5 7 -7 -8 -9 -10 -11 -12 leaf_value=0.10569841482853277 -0.38562937072029818 0.033715598395706536 -0.14978565952052242 0.23257337252298993 -0.0039213087394694623 -0.2817121395247954 -0.14411597850995186 0.16810777989300815 0.14530107293810163 -0.20213797308780529 -0.055155837017556893 leaf_weight=185 27 1728 23 24 11184 27 39 22 21 27 23 leaf_count=185 27 1728 23 24 11184 27 39 22 21 27 23 internal_value=0 0.00180028 0.000254263 0.0010356 0.00060883 0.0249633 0.0297906 -0.00330215 -0.00364164 -0.139334 -0.102471 internal_weight=0 13303 13118 13045 13021 1794 1767 11227 11205 73 46 internal_count=13330 13303 13118 13045 13021 1794 1767 11227 11205 73 46 cat_boundaries=0 3 7 cat_threshold=0 16448 256 205537289 2149622288 1126976512 16949792 is_linear=0 shrinkage=0.01 Tree=598 num_leaves=14 num_cat=2 split_feature=2 25 0 8 25 9 16 5 6 9 0 0 26 split_gain=39640.7 20959.7 14019 12633.5 12171.8 10861.7 7939.38 6347.93 10686.6 1738.67 1656.43 1009.31 3.85718 threshold=355.00000000000006 0 217.36500000000004 263.93200000000007 1 21.624000000000002 86.239500000000007 223.36075000000002 206.27675000000002 198.34750000000003 293.85000000000008 241.78314000000003 2022.5000000000002 decision_type=2 9 2 2 9 2 2 2 2 2 2 2 2 left_child=1 12 3 4 5 6 -3 8 -6 -7 11 -4 -1 right_child=-2 2 10 -5 7 9 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.10893414659703032 -0.38177307561591817 0.02723015801159176 -0.14828780272732611 0.23024764855702717 -0.0031164269779816816 -0.064291000083088884 0.22763202083110809 0.16642670533873818 -0.19872301323073252 -0.17340598360351894 -0.20011659185091657 -0.054604278647381328 0.11182240422610398 leaf_weight=94 27 1711 23 24 11177 40 20 22 28 23 27 23 91 leaf_count=94 27 1711 23 24 11177 40 20 22 28 23 27 23 91 internal_value=0 0.00178307 0.00025172 0.00102524 0.000602742 0.0247137 0.0295456 -0.00326913 -0.00360523 -0.104127 -0.137941 -0.101446 0.104696 internal_weight=0 13303 13118 13045 13021 1794 1731 11227 11205 63 73 46 185 internal_count=13330 13303 13118 13045 13021 1794 1731 11227 11205 63 73 46 185 cat_boundaries=0 3 7 cat_threshold=0 16448 256 205537289 2149622288 1126976512 16949792 is_linear=0 shrinkage=0.01 Tree=599 num_leaves=12 num_cat=3 split_feature=2 25 0 8 25 4 24 5 6 0 0 split_gain=38851.8 20542.6 13740 12382.1 11929.6 25289.7 20587.9 6221.6 10473.9 1623.47 989.224 threshold=355.00000000000006 0 217.36500000000004 263.93200000000007 1 219.40000000000003 2 223.36075000000002 206.27675000000002 293.85000000000008 241.78314000000003 decision_type=2 9 2 2 9 2 1 2 2 2 2 left_child=1 -1 3 4 5 6 -3 8 -6 10 -4 right_child=-2 2 9 -5 7 -7 -8 -9 -10 -11 -12 leaf_value=0.10364868124020406 -0.37795534734372738 0.067773825386718903 -0.14680492743201878 0.22794517358144123 -0.003085262751046626 -0.27913342511764283 -0.0009762673953382095 0.1647624374519695 -0.19673578228269303 -0.1981154265668657 -0.054058234069658359 leaf_weight=185 27 767 23 24 11177 27 1000 22 28 27 23 leaf_count=185 27 767 23 24 11177 27 1000 22 28 27 23 internal_value=0 0.00176524 0.000249203 0.00101499 0.000596715 0.0244665 0.029244 -0.00323643 -0.00356917 -0.136561 -0.100432 internal_weight=0 13303 13118 13045 13021 1794 1767 11227 11205 73 46 internal_count=13330 13303 13118 13045 13021 1794 1767 11227 11205 73 46 cat_boundaries=0 3 7 8 cat_threshold=0 16448 256 205537289 2149622288 1126976512 16949792 181 is_linear=0 shrinkage=0.01 Tree=600 num_leaves=10 num_cat=1 split_feature=4 4 25 3 3 10 2 26 3 split_gain=27086.9 28966.6 27996 13046.8 13245.7 27413.3 12790.1 7407.72 172.759 threshold=365.72000000000008 263.93200000000007 0 344.25000000000006 216.24000000000004 259.57500000000005 279.07800000000003 2022.5000000000002 243.26250000000002 decision_type=2 2 9 2 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 -1 -6 right_child=-2 -3 3 -5 8 -7 -8 -9 -10 leaf_value=0.062675481374968187 -0.33365039722373091 0.37370608261653354 6.5001850419034262e-05 -0.23281580726305645 0.19629125640505837 -0.36103555690674555 0.20023519523441791 0.18159566736817362 0.15619223502549259 leaf_weight=110 24 21 12919 24 21 21 32 100 22 leaf_count=110 24 21 12919 24 21 21 32 100 22 internal_value=0 0.00260271 0.0020145 0.000125397 0.000555043 -2.57833e-05 0.000559593 0.113881 0.175775 internal_weight=0 13270 13249 13039 13015 12972 12951 210 43 internal_count=13294 13270 13249 13039 13015 12972 12951 210 43 cat_boundaries=0 4 cat_threshold=16384 16384 16777472 32800 is_linear=0 shrinkage=0.01 Tree=601 num_leaves=10 num_cat=1 split_feature=4 4 25 10 6 5 8 26 6 split_gain=26547.9 28390.1 27438.9 11924.6 13394.8 18216.2 15954.9 7260.3 5029.86 threshold=365.72000000000008 263.93200000000007 0 255.10500000000002 218.62500000000003 284.98750000000007 263.93200000000007 2022.5000000000002 272.07425000000006 decision_type=2 2 9 2 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 -1 -6 right_child=-2 -3 3 -5 8 -7 -8 -9 -10 leaf_value=0.06204873077537526 -0.3303138940036297 0.36996905780973893 -9.5218105556243578e-05 -0.21806625785827638 0.28433061671257021 -0.28761271260001442 0.25797923882802326 0.1797797035634518 0.083354680104689174 leaf_weight=110 24 21 12915 25 20 22 24 100 33 leaf_count=110 24 21 12915 25 20 22 24 100 33 internal_value=0 0.00257669 0.00199436 0.000124143 0.000543384 -0.000105371 0.000383473 0.112742 0.159195 internal_weight=0 13270 13249 13039 13014 12961 12939 210 53 internal_count=13294 13270 13249 13039 13014 12961 12939 210 53 cat_boundaries=0 4 cat_threshold=16384 16384 16777472 32800 is_linear=0 shrinkage=0.01 Tree=602 num_leaves=12 num_cat=1 split_feature=25 10 9 0 7 3 0 0 9 9 26 split_gain=24063.6 17418.6 13664.9 13757.2 16487.2 17603.4 14746.3 5437.89 4556.22 900.085 892.617 threshold=0 273.29900000000004 88.322000000000017 269.79925000000003 279.07800000000003 279.07800000000003 181.87500000000003 16.648000000000003 239.51250000000002 162.18600000000004 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 5 6 -2 8 9 -4 -1 right_child=1 -3 7 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.097406069463037925 0.00067345696156016798 0.28809938022068571 -0.063585242271423342 -0.18683828341655243 0.25282580477436289 -0.23725576931430448 0.17627535606424016 0.014125429207370395 -0.29215980177833922 -0.15441903980274219 0.14170089848836262 leaf_weight=92 12861 21 20 39 26 31 48 21 21 24 90 leaf_count=92 12861 21 20 39 26 31 48 21 21 24 90 internal_value=0 0.000326779 -0.000134603 0.000696224 0.0012603 0.000754839 0.0013264 -0.125773 -0.170971 -0.113131 0.113096 internal_weight=0 13112 13091 13005 12966 12940 12909 86 65 44 182 internal_count=13294 13112 13091 13005 12966 12940 12909 86 65 44 182 cat_boundaries=0 3 cat_threshold=16384 16384 2147483904 is_linear=0 shrinkage=0.01 Tree=603 num_leaves=10 num_cat=1 split_feature=4 4 25 3 3 10 6 26 3 split_gain=25982.9 27730.9 26737.5 12593.4 13045.2 26884.9 17338.1 7095.98 159.202 threshold=365.72000000000008 263.93200000000007 0 344.25000000000006 216.24000000000004 259.57500000000005 218.62500000000003 2022.5000000000002 243.26250000000002 decision_type=2 2 9 2 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 -1 -6 right_child=-2 -3 3 -5 8 -7 -8 -9 -10 leaf_value=0.061153482537377964 -0.32679882210989797 0.36563285986582439 -0.00018563897930069491 -0.22874854087829591 0.1941149057660784 -0.35755869933537077 0.18639007353782652 0.17754451172351834 0.1556213361566717 leaf_weight=110 24 21 12901 24 21 21 50 100 22 leaf_count=110 24 21 12901 24 21 21 50 100 22 internal_value=0 0.00253094 0.00195542 0.000109277 0.000531381 -4.50322e-05 0.000534675 0.111279 0.174421 internal_weight=0 13270 13249 13039 13015 12972 12951 210 43 internal_count=13294 13270 13249 13039 13015 12972 12951 210 43 cat_boundaries=0 4 cat_threshold=16384 16384 16777472 32800 is_linear=0 shrinkage=0.01 Tree=604 num_leaves=11 num_cat=1 split_feature=4 4 25 3 3 6 0 6 3 26 split_gain=25465.9 27179.1 31699.1 12023.9 13048.7 14141.5 14053 9065.42 2614.53 2602.27 threshold=365.72000000000008 263.93200000000007 0 344.25000000000006 177.71725000000004 218.62500000000003 365.72000000000008 355.00000000000006 228.18750000000003 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 left_child=1 2 9 4 5 6 -4 -7 -6 -1 right_child=-2 -3 3 -5 8 7 -8 -9 -10 -11 leaf_value=0.11851551702618598 -0.32353083615501727 0.36197651522500174 -0.00022247954552288124 -0.2233103656768799 0.21563707556043352 0.27321411632722425 -0.25911888395036969 0.0077904220060868706 0.0867952332728439 0.20674007416004314 leaf_weight=70 24 21 12953 24 28 31 21 22 36 64 leaf_count=70 24 21 12953 24 28 31 21 22 36 64 internal_value=0 0.00250563 0.00193586 0.000313963 0.000724178 2.43919e-05 -0.000641535 0.163038 0.143164 0.149496 internal_weight=0 13270 13249 13115 13091 13027 12974 53 64 134 internal_count=13294 13270 13249 13115 13091 13027 12974 53 64 134 cat_boundaries=0 4 cat_threshold=16384 16384 4194560 32800 is_linear=0 shrinkage=0.01 Tree=605 num_leaves=11 num_cat=2 split_feature=1 10 25 26 9 6 3 25 26 1 split_gain=21716.7 34862.4 25664.3 90606.9 18798.1 15673.5 18686 16652.3 15793.8 2850.1 threshold=228.18750000000003 273.29900000000004 0 2022.5000000000002 279.07800000000003 272.07425000000006 177.71725000000004 1 2022.5000000000002 339.56250000000006 decision_type=2 2 9 2 2 2 2 9 2 2 left_child=1 2 3 -1 5 6 7 -4 -8 -2 right_child=9 -3 4 -5 -6 -7 8 -9 -10 -11 leaf_value=-0.12528756381736864 -0.11273198412076846 0.41741080999374391 -0.048904516873207501 0.4595497230383066 -0.30066787946791879 -0.2334606458400858 0.36151955795288088 0.0010652997543762696 0.054692002511491963 -0.23861341694423133 leaf_weight=54 37 20 695 52 21 29 25 12337 51 35 leaf_count=54 37 20 695 52 21 29 25 12337 51 35 internal_value=0 0.000218138 -0.000410922 0.147682 -0.00171488 -0.0012383 -0.000724531 -0.00163631 0.155622 -0.173924 internal_weight=0 13284 13264 106 13158 13137 13108 13032 76 72 internal_count=13356 13284 13264 106 13158 13137 13108 13032 76 72 cat_boundaries=0 4 8 cat_threshold=0 0 6291712 32 257 64 2164852736 16777216 is_linear=0 shrinkage=0.01 Tree=606 num_leaves=9 num_cat=1 split_feature=1 10 25 9 6 0 5 1 split_gain=21284.5 34168.7 25153.7 18424 15361.5 13044.1 16288.6 2793.39 threshold=228.18750000000003 273.29900000000004 0 279.07800000000003 272.07425000000006 344.25000000000006 284.98750000000007 339.56250000000006 decision_type=2 2 9 2 2 2 2 2 left_child=1 2 -1 4 5 6 -4 -2 right_child=7 -3 3 -5 -6 -7 -8 -9 leaf_value=0.14620471863397236 -0.11160466446264371 0.41323670053482053 -0.00063953395252045809 -0.29766120070502872 -0.23112603935702095 0.2544706726074219 -0.26699398320654166 -0.23622728596414838 leaf_weight=106 37 20 13065 21 29 20 23 35 leaf_count=106 37 20 13065 21 29 20 23 35 internal_value=0 0.000215596 -0.000407174 -0.00169809 -0.00122628 -0.00071765 -0.00110761 -0.172185 internal_weight=0 13284 13264 13158 13137 13108 13088 72 internal_count=13356 13284 13264 13158 13137 13108 13088 72 cat_boundaries=0 4 cat_threshold=0 0 6291712 32 is_linear=0 shrinkage=0.01 Tree=607 num_leaves=12 num_cat=2 split_feature=1 10 25 9 3 25 11 5 3 3 1 split_gain=20861.2 33488.6 24695.6 18057.4 15357.8 18571.6 14988.3 9879.34 5620.62 6154.99 2737.8 threshold=228.18750000000003 273.29900000000004 0 279.07800000000003 177.71725000000004 1 11.021655000000003 217.36500000000004 228.18750000000003 344.25000000000006 339.56250000000006 decision_type=2 2 9 2 2 9 2 2 2 2 2 left_child=1 2 -1 4 5 6 -4 -7 -6 -10 -2 right_child=10 -3 3 -5 8 7 -8 -9 9 -11 -12 leaf_value=0.14486870438374322 -0.11048861605090064 0.40910431718826296 -0.04767274202259203 -0.2946845849355062 0.2741219221461903 0.0011128552609843323 -0.32613145160675044 -0.14899580868807705 0.0042744529247283935 0.22082739966256276 -0.23386501227106368 leaf_weight=106 37 20 577 21 22 12418 20 44 35 21 35 leaf_count=106 37 20 577 21 22 12418 20 44 35 21 35 internal_value=0 0.000214541 -0.000402 -0.00168111 -0.00121402 -0.00204963 -0.0560623 0.000582394 0.138688 0.0854818 -0.170463 internal_weight=0 13284 13264 13158 13137 13059 597 12462 78 56 72 internal_count=13356 13284 13264 13158 13137 13059 597 12462 78 56 72 cat_boundaries=0 4 8 cat_threshold=0 0 6291712 32 257 64 17369088 16777216 is_linear=0 shrinkage=0.01 Tree=608 num_leaves=11 num_cat=2 split_feature=1 10 25 26 6 14 3 26 25 1 split_gain=20446.3 32822 24245.8 88803.8 14962.2 12882.7 14062.5 18235.6 16631.7 2683.32 threshold=228.18750000000003 273.29900000000004 0 2022.5000000000002 272.07425000000006 112.45500000000001 177.71725000000004 2022.5000000000002 1 339.56250000000006 decision_type=2 2 9 2 2 2 2 2 9 2 left_child=1 2 3 -1 5 6 8 -8 -4 -2 right_child=9 -3 4 -5 -6 -7 7 -9 -10 -11 leaf_value=-0.126945418605098 -0.10938373103335097 0.40501328992843627 -0.044791128874112671 0.45204352470544673 -0.22855802190714869 -0.19276208627011093 0.35603624267578127 0.027385812470546136 0.0014962489688151242 -0.23152636293002538 leaf_weight=54 37 20 819 52 29 35 25 52 12198 35 leaf_count=54 37 20 819 52 29 35 25 52 12198 35 internal_value=0 0.000213486 -0.000396887 0.143545 -0.0016643 -0.0011644 -0.000652258 0.13409 -0.00144931 -0.168759 internal_weight=0 13284 13264 106 13158 13129 13094 77 13017 72 internal_count=13356 13284 13264 106 13158 13129 13094 77 13017 72 cat_boundaries=0 4 8 cat_threshold=0 0 6291712 32 4194569 64 2198407168 16777216 is_linear=0 shrinkage=0.01 Tree=609 num_leaves=17 num_cat=5 split_feature=1 4 25 26 25 24 25 1 5 25 6 26 1 26 26 26 split_gain=20039.4 23238.5 23896.5 88671.3 13325.7 22545.6 16268 10846.5 10554 10421.8 9460.44 4674.73 2629.92 2559.77 51.6762 34.6195 threshold=228.18750000000003 333.3454000000001 0 2022.5000000000002 1 2 3 181.87500000000003 217.36500000000004 4 272.07425000000006 2022.5000000000002 339.56250000000006 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 9 1 9 2 2 9 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 13 8 10 14 -6 -11 -2 -4 -7 -8 right_child=12 -3 4 -5 7 9 15 -9 -10 11 -12 -13 -14 -15 -16 -17 leaf_value=-0.12567596384772547 -0.10828989314066398 0.2782157871325811 0.15553555211713238 0.45576298938078041 0.0010244850643725848 -0.046541794762015344 -0.038975065331610423 0.2129395717382431 -0.1620274430513382 -0.12334618370826932 -0.21140348729633152 -0.23503689419139517 -0.22921109925849098 0.058265183431406811 -0.03383399123325944 -0.047095532079537712 leaf_weight=54 37 30 62 51 12460 64 126 24 40 73 21 77 35 48 64 90 leaf_count=54 37 30 62 51 12460 64 126 24 40 73 21 77 35 48 64 90 internal_value=0 0.000211025 -0.000418229 0.143108 -0.00167191 -0.0471591 0.00979309 0.000553968 0.000147314 -0.111966 0.000667063 -0.169388 -0.167071 0.103666 -0.0372757 -0.0404843 internal_weight=0 13284 13254 105 13149 604 326 12545 12521 278 12481 150 72 110 128 216 internal_count=13356 13284 13254 105 13149 604 326 12545 12521 278 12481 150 72 110 128 216 cat_boundaries=0 4 8 9 12 13 cat_threshold=0 0 6291712 32 265 64 34146304 16777216 343 256 64 33554432 9 is_linear=0 shrinkage=0.01 Tree=610 num_leaves=11 num_cat=0 split_feature=4 4 3 0 9 3 8 3 0 9 split_gain=16654 59967 28088.2 10139.8 12994.6 11500.6 11909.5 4592.3 819.064 204.033 threshold=365.72000000000008 279.07800000000003 333.3454000000001 269.79925000000003 198.34750000000003 177.71725000000004 272.07425000000006 238.08750000000003 344.25000000000006 257.43900000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -5 -6 right_child=-2 -3 -4 8 9 7 -8 -9 -10 -11 leaf_value=0.00034608558876917642 -0.2697054123878479 0.54677633571624751 -0.329567090181204 -0.19227345383167269 -0.14530224400070998 0.21320497090475901 -0.2274064362567404 0.031305593096691633 -0.10965668869018554 -0.18668057279153302 leaf_weight=13140 23 20 26 20 26 35 23 23 30 22 leaf_count=13140 23 20 26 20 26 35 23 23 30 22 internal_value=0 -0.000385619 -0.00120564 -0.000564651 -2.9046e-05 0.000567235 -5.18714e-05 0.141072 -0.142703 -0.164267 internal_weight=0 13365 13345 13319 13269 13221 13163 58 50 48 internal_count=13388 13365 13345 13319 13269 13221 13163 58 50 48 is_linear=0 shrinkage=0.01 Tree=611 num_leaves=10 num_cat=2 split_feature=4 4 3 25 26 25 8 2 26 split_gain=16322.6 58773.6 27529.3 27614.7 95941.1 12450.8 10273 8605.66 1499.37 threshold=365.72000000000008 279.07800000000003 333.3454000000001 0 2022.5000000000002 1 272.07425000000006 365.72000000000008 2022.5000000000002 decision_type=2 2 2 9 2 9 2 2 2 left_child=1 2 3 4 -1 8 7 -7 -5 right_child=-2 -3 -4 5 -6 6 -8 -9 -10 leaf_value=-0.11742132101817564 -0.26700836497804392 0.54130858325958253 -0.32627141915834867 -0.074786092778046931 0.49104921506375682 -0.00088051630016801536 -0.20764418125152589 0.20671096682548523 -0.14673335500061513 leaf_weight=55 23 20 26 60 49 13055 24 20 56 leaf_count=55 23 20 26 60 49 13055 24 20 56 internal_value=0 -0.000381763 -0.00119359 -0.000559004 0.154414 -0.00189404 -0.000941672 -0.000562977 -0.100827 internal_weight=0 13365 13345 13319 104 13215 13099 13075 116 internal_count=13388 13365 13345 13319 104 13215 13099 13075 116 cat_boundaries=0 4 7 cat_threshold=0 0 6291712 32 16384 0 720896 is_linear=0 shrinkage=0.01 Tree=612 num_leaves=11 num_cat=2 split_feature=4 4 3 25 26 25 3 8 3 26 split_gain=15997.7 57604 26981.5 27065.2 94031.8 12203 10138.7 15222.3 6072.3 1469.54 threshold=365.72000000000008 279.07800000000003 333.3454000000001 0 2022.5000000000002 1 177.71725000000004 272.07425000000006 219.40000000000003 2022.5000000000002 decision_type=2 2 2 9 2 9 2 2 2 2 left_child=1 2 3 4 -1 9 7 -7 -8 -5 right_child=-2 -3 -4 5 -6 6 8 -9 -10 -11 leaf_value=-0.11624710634079848 -0.2643382804808409 0.5358954868316651 -0.32300870455228364 -0.074038232083121935 0.48613874688440439 -0.0010755668718314653 0.26097597913308579 -0.25856549802033796 0.052215121106097578 -0.14526602134108543 leaf_weight=55 23 20 26 60 49 13016 22 23 38 56 leaf_count=55 23 20 26 60 49 13016 22 23 38 56 internal_value=0 -0.000377945 -0.00118165 -0.000553414 0.15287 -0.00187509 -0.000932256 -0.00152976 0.128761 -0.099819 internal_weight=0 13365 13345 13319 104 13215 13099 13039 60 116 internal_count=13388 13365 13345 13319 104 13215 13099 13039 60 116 cat_boundaries=0 4 7 cat_threshold=0 0 6291712 32 16384 0 720896 is_linear=0 shrinkage=0.01 Tree=613 num_leaves=11 num_cat=2 split_feature=4 4 3 25 26 25 3 2 3 26 split_gain=15679.4 56457.7 26444.5 26526.6 92160.6 11960.2 9936.96 8908.56 5951.46 1440.29 threshold=365.72000000000008 279.07800000000003 333.3454000000001 0 2022.5000000000002 1 177.71725000000004 333.3454000000001 219.40000000000003 2022.5000000000002 decision_type=2 2 2 9 2 9 2 2 2 2 left_child=1 2 3 4 -1 9 7 -7 -8 -5 right_child=-2 -3 -4 5 -6 6 8 -9 -10 -11 leaf_value=-0.11508463623036037 -0.26169489808704544 0.53053652763366699 -0.31977861771216759 -0.073297848187386994 0.48127732617514474 -0.0018694139929977397 0.2583662041750821 0.19097105532884598 0.051692967226630762 -0.14381336229188102 leaf_weight=55 23 20 26 60 49 13015 22 24 38 56 leaf_count=55 23 20 26 60 49 13015 22 24 38 56 internal_value=0 -0.000374166 -0.00116984 -0.00054788 0.151342 -0.00185634 -0.000922933 -0.00151447 0.127473 -0.0988208 internal_weight=0 13365 13345 13319 104 13215 13099 13039 60 116 internal_count=13388 13365 13345 13319 104 13215 13099 13039 60 116 cat_boundaries=0 4 7 cat_threshold=0 0 6291712 32 16384 0 720896 is_linear=0 shrinkage=0.01 Tree=614 num_leaves=9 num_cat=0 split_feature=4 4 3 10 14 9 0 9 split_gain=15367.4 55365 25908.9 17868.3 10106.2 10127.3 10639.4 250.434 threshold=365.72000000000008 272.07425000000006 333.3454000000001 223.50400000000005 95.142500000000013 129.81200000000004 365.72000000000008 211.12500000000003 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=0.0014321043379661477 -0.25907794071280438 0.48983683627584707 -0.31658083255474384 -0.22308574752675164 -0.16731876992517047 -0.14805361499389014 -0.22938821887969973 -0.10773138519073296 leaf_weight=13157 23 23 26 36 36 24 20 43 leaf_count=13157 23 23 26 36 36 24 20 43 internal_value=0 -0.000370424 -0.00121548 -0.00059972 3.40515e-06 0.000458222 0.00108177 -0.122175 internal_weight=0 13365 13342 13316 13280 13244 13177 67 internal_count=13388 13365 13342 13316 13280 13244 13177 67 is_linear=0 shrinkage=0.01 Tree=615 num_leaves=13 num_cat=4 split_feature=25 4 7 25 24 26 6 25 19 9 3 26 split_gain=31688.8 28062.8 39733.3 18091.4 50552.6 69269 16864.1 34666.4 8628.98 6636.15 6740.44 3699.44 threshold=0 344.25000000000006 284.98750000000007 1 2 2022.5000000000002 1.1528500000000002 3 54.201000000000008 223.50400000000005 238.08750000000003 2022.5000000000002 decision_type=9 2 2 9 1 2 2 9 2 2 2 2 left_child=11 2 3 4 5 -2 7 -6 9 10 -5 -1 right_child=1 -3 -4 8 6 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.12712188249617293 0.019360886216163636 0.32413037158824781 -0.38181259018403518 -0.00040203779891025907 -0.13758468254123415 0.50838337498051778 0.28179093146324158 0.067129558001833012 0.19780274737964976 0.14340640048729256 -0.14139369642033298 -0.24696088610811437 leaf_weight=57 60 27 27 12522 130 56 20 193 22 32 34 47 leaf_count=57 60 27 27 12522 130 56 20 193 22 32 34 47 internal_value=0 0.00206913 0.00140672 0.00219844 0.0631821 0.235168 3.57889e-06 -0.0174444 -7.13976e-05 -0.000417278 -0.000783825 -0.165378 internal_weight=0 13123 13096 13069 459 116 343 323 12610 12588 12556 104 internal_count=13227 13123 13096 13069 459 116 343 323 12610 12588 12556 104 cat_boundaries=0 4 7 8 11 cat_threshold=16384 16384 2048 40960 0 80 1092747520 546 0 64 2097408 is_linear=0 shrinkage=0.01 Tree=616 num_leaves=13 num_cat=3 split_feature=25 4 7 25 8 26 0 25 19 5 5 26 split_gain=31058 27504.4 38942.5 17758.5 22931.5 29888.8 60208.9 10421.7 8479.91 10781.4 26798.1 3625.82 threshold=0 344.25000000000006 284.98750000000007 1 143.75500000000002 2022.5000000000002 22.196000000000005 2 54.201000000000008 228.56250000000003 176.53925000000004 2022.5000000000002 decision_type=9 2 2 9 2 2 2 9 2 2 2 2 left_child=11 2 3 4 5 7 -7 -2 9 10 -5 -1 right_child=1 -3 -4 8 -6 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.12585066210805324 0.07351363753884789 0.32088907082875573 -0.37799446092435612 -0.00076027892751246362 -0.27523862481117251 0.20360304688236544 -0.29627191799658315 -0.04415383236924398 0.19582472237673673 -0.16668355373235849 0.35676696777343753 -0.24449127325352202 leaf_weight=57 113 27 27 12419 20 224 27 184 22 39 21 47 leaf_count=57 113 27 27 12419 20 224 27 184 22 39 21 47 internal_value=0 0.00204791 0.00139212 0.00217591 0.0563656 0.0694965 0.149832 0.00160382 -0.000331094 -0.000677174 -0.000156736 -0.163724 internal_weight=0 13123 13096 13069 568 548 251 297 12501 12479 12440 104 internal_count=13227 13123 13096 13069 568 548 251 297 12501 12479 12440 104 cat_boundaries=0 4 8 11 cat_threshold=16384 16384 2048 40960 256 80 1093271808 512 256 64 1073741824 is_linear=0 shrinkage=0.01 Tree=617 num_leaves=9 num_cat=0 split_feature=4 8 6 0 0 3 3 8 split_gain=20007.1 22147.4 8028.01 17787.6 9023.8 17853.6 11540.8 1433.29 threshold=344.25000000000006 211.12500000000003 355.00000000000006 365.72000000000008 259.57500000000005 344.25000000000006 177.71725000000004 272.07425000000006 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -3 right_child=-2 7 -4 -5 -6 -7 -8 -9 leaf_value=0.0010613213737220364 0.26298790471307165 -0.16109630823135376 -0.19456784407297772 -0.26537616500854494 0.19534563024838764 -0.29008050441741945 0.13363131393085825 -0.2742210714022319 leaf_weight=12996 29 21 21 25 24 21 66 24 leaf_count=12996 29 21 21 25 24 21 66 24 internal_value=0 3.97444e-05 0.000797451 0.00110987 0.00161816 0.00126278 0.00173117 -0.22143 internal_weight=0 13198 13153 13132 13107 13083 13062 45 internal_count=13227 13198 13153 13132 13107 13083 13062 45 is_linear=0 shrinkage=0.01 Tree=618 num_leaves=8 num_cat=0 split_feature=4 7 7 14 14 10 1 split_gain=19609 40596.6 10527.1 8728.03 8263.36 16269.2 10083.6 threshold=344.25000000000006 284.98750000000007 211.12500000000003 192.44922000000003 71.845000000000013 233.43000000000004 174.00000000000003 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=0.0003085890119893152 0.26035802347906706 -0.36740358914931615 0.1945686797425151 -0.19006284236907958 0.19445564749565994 -0.24473133758262353 0.11362990596355234 leaf_weight=12988 29 30 28 24 22 27 79 leaf_count=12988 29 30 28 24 22 27 79 internal_value=0 3.9347e-05 0.000876474 0.000463736 0.000812366 0.000487015 0.000993703 internal_weight=0 13198 13168 13140 13116 13094 13067 internal_count=13227 13198 13168 13140 13116 13094 13067 is_linear=0 shrinkage=0.01 Tree=619 num_leaves=14 num_cat=4 split_feature=25 4 7 25 24 26 25 26 26 19 5 5 26 split_gain=30364.1 26072.9 37329.2 17424.8 39655 83177.9 50799.4 35561.2 13325.4 8311.07 10537.7 26206.8 3532.44 threshold=0 344.25000000000006 284.98750000000007 1 2 2022.5000000000002 3 2022.5000000000002 2022.5000000000002 54.201000000000008 228.56250000000003 176.53925000000004 2022.5000000000002 decision_type=9 2 2 9 1 2 9 2 2 2 2 2 2 left_child=12 2 3 4 5 -2 7 -6 -8 10 11 -5 -1 right_child=1 -3 -4 9 6 -7 8 -9 -10 -11 -12 -13 -14 leaf_value=-0.12454154935060886 -0.021682765013293217 0.31244672951874913 -0.37006981858500732 -0.00076572809122961449 -0.010513548190777117 0.45789223290871883 0.014707380669026436 -0.35113350732573145 0.14819085495992446 0.19385238474065605 -0.16480334220788417 0.3527954033442906 -0.24164439328173373 leaf_weight=57 76 27 27 12419 65 69 158 58 142 22 39 21 47 leaf_count=57 76 27 27 12419 65 69 158 58 142 22 39 21 47 internal_value=0 0.00201364 0.00137516 0.00214255 0.0558208 0.193204 0.00535276 -0.158264 0.075377 -0.000340776 -0.000683404 -0.000168881 -0.161896 internal_weight=0 13123 13096 13069 568 145 423 123 300 12501 12479 12440 104 internal_count=13227 13123 13096 13069 568 145 423 123 300 12501 12479 12440 104 cat_boundaries=0 4 8 9 13 cat_threshold=16384 16384 2048 40960 256 80 1093271808 512 545 256 0 1075839232 512 is_linear=0 shrinkage=0.01 Tree=620 num_leaves=10 num_cat=3 split_feature=25 8 25 7 10 4 5 4 25 split_gain=21146.5 31581.8 16496.2 20175.7 20152 29623.1 12635.3 1760.59 1110.44 threshold=0 284.98750000000007 1 279.07800000000003 259.57500000000005 285.62500000000006 217.36500000000004 11.141100000000002 2 decision_type=9 2 9 2 2 2 2 2 9 left_child=-1 2 7 4 5 6 -4 8 -2 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 leaf_value=0.13666842082129405 -0.035692559485513024 0.38555395580473401 -0.00057174918658051924 0.30172860855405981 0.30816051142556328 -0.35286716719468436 -0.15529523219702379 -0.16900687769055367 -0.089746683621834841 leaf_weight=101 113 21 12747 22 21 24 53 20 157 leaf_count=101 113 21 12747 22 21 24 53 20 157 internal_value=0 -0.00193657 -0.00255652 -0.000844773 -0.00136366 -0.00187052 -0.0012124 -0.0758601 -0.0717699 internal_weight=0 13178 13157 12867 12845 12824 12800 290 270 internal_count=13279 13178 13157 12867 12845 12824 12800 290 270 cat_boundaries=0 4 8 12 cat_threshold=0 16384 524544 32800 67125504 0 4210688 16916480 16640 0 0 16777216 is_linear=0 shrinkage=0.01 Tree=621 num_leaves=10 num_cat=2 split_feature=3 4 25 8 5 17 25 26 5 split_gain=21823.5 23243.8 22192.1 20932.2 15707.3 12498.7 13371.4 1915.46 1628.45 threshold=333.3454000000001 344.25000000000006 0 263.93200000000007 217.36500000000004 95.142500000000013 1 2022.5000000000002 287.60640000000006 decision_type=2 2 9 2 2 2 9 2 2 left_child=1 2 7 4 5 6 -4 -1 -6 right_child=-2 -3 3 -5 8 -7 -8 -9 -10 leaf_value=0.098068060528148301 0.26424422002607778 -0.34204514139890668 -0.0568898884708854 0.28692647018432615 -0.11937202485832009 0.22142694835662841 -0.00049465460724479305 0.17883356639317102 -0.22384711074829103 leaf_weight=55 31 20 425 25 37 25 12573 63 25 leaf_count=55 31 20 425 25 37 25 12573 63 25 internal_value=0 -0.00139312 -0.000878076 -0.00215514 -0.0027091 -0.00195313 -0.00238278 0.130158 -0.161499 internal_weight=0 13248 13228 13110 13085 13023 12998 118 62 internal_count=13279 13248 13228 13110 13085 13023 12998 118 62 cat_boundaries=0 4 8 cat_threshold=0 16384 2621696 32768 67109121 0 4210688 16916480 is_linear=0 shrinkage=0.01 Tree=622 num_leaves=13 num_cat=3 split_feature=25 8 25 7 10 5 24 13 26 5 26 26 split_gain=20426.8 30503 15974.7 19747 19753.5 13686.8 7587.72 6848.53 3564.83 1990.02 188.921 75.9444 threshold=0 284.98750000000007 1 279.07800000000003 259.57500000000005 217.36500000000004 2 214.15000000000003 2022.5000000000002 287.60640000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 1 2 2 2 2 2 left_child=11 2 6 4 5 7 10 -4 -8 -7 -2 -1 right_child=1 -3 3 -5 -6 9 8 -9 -10 -11 -12 -13 leaf_value=0.13869109108131761 -0.021940132379531862 0.37891304288591654 -0.00087966535663698445 0.29851506661285054 0.30510853199731736 -0.11228317650881681 -0.079721272429678497 -0.18607241415977477 -0.17296664667202205 -0.23680900573730468 0.0040352058410644534 0.15604146191707025 leaf_weight=49 84 21 12750 22 21 33 82 20 82 21 42 52 leaf_count=49 84 21 12750 22 21 33 82 20 82 21 42 52 internal_value=0 -0.00190155 -0.00251082 -0.00082635 -0.00133968 -0.00184151 -0.0746463 -0.00116971 -0.119083 -0.16071 -0.0123051 0.134324 internal_weight=0 13178 13157 12867 12845 12824 290 12770 164 54 126 101 internal_count=13279 13178 13157 12867 12845 12824 290 12770 164 54 126 101 cat_boundaries=0 4 8 9 cat_threshold=0 16384 524544 32800 67125504 0 4210688 16916480 3089 is_linear=0 shrinkage=0.01 Tree=623 num_leaves=11 num_cat=0 split_feature=10 0 7 4 0 0 6 8 0 6 split_gain=16688 17143.9 13154.8 46147.8 10676.7 16112.3 9556.32 13265 9114.71 4245.14 threshold=279.07800000000003 365.72000000000008 279.07800000000003 333.3454000000001 181.87500000000003 220.33000000000001 211.12500000000003 263.93200000000007 259.57500000000005 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 -7 -8 right_child=-2 -3 -4 -5 5 8 9 -9 -10 -11 leaf_value=-0.00094435416953883057 0.26269536157449086 -0.26285778884887695 0.21976337377671842 -0.45880836557258259 0.34653260707855227 -0.11323290948867799 -0.24218043486277263 0.23942146964695143 0.15679977478981019 -0.065018450209968964 leaf_weight=13027 24 25 27 22 22 25 21 23 25 38 leaf_count=13027 24 25 27 22 22 25 21 23 25 38 internal_value=0 -0.00123505 -0.000740679 -0.00119161 -0.000427813 0.121012 -0.00109481 -0.000520721 0.0217834 -0.128076 internal_weight=0 13255 13230 13203 13181 72 13109 13050 50 59 internal_count=13279 13255 13230 13203 13181 72 13109 13050 50 59 is_linear=0 shrinkage=0.01 Tree=624 num_leaves=13 num_cat=2 split_feature=3 4 25 5 25 4 4 6 1 6 26 5 split_gain=21225.3 22249.6 21925.7 16392.5 12416.9 12975.1 31161.9 10273.4 7273.95 6007.21 4426.38 1343.44 threshold=333.3454000000001 344.25000000000006 0 217.36500000000004 1 27.015000000000004 30.100200000000005 211.12500000000003 26.134500000000006 23.347670000000004 2022.5000000000002 287.60640000000006 decision_type=2 2 9 2 9 2 2 2 2 2 2 2 left_child=1 2 10 4 8 7 -7 -6 9 -4 -1 -5 right_child=-2 -3 3 11 5 6 -8 -9 -10 -11 -12 -13 leaf_value=0.070852056886069478 0.26060904902796589 -0.33464902293682103 -0.051724284233002182 -0.12566966426999945 -0.00038074771301679114 0.39211814920107524 0.033166748328005959 -0.15175363625420465 0.10023858336607616 -0.20810397799198443 0.18591559256826126 -0.22005772914886476 leaf_weight=64 31 20 445 38 12226 27 232 45 30 26 70 25 leaf_count=64 31 20 445 38 12226 27 232 45 30 26 70 25 internal_value=0 -0.00136203 -0.000858118 -0.00220542 -0.00142912 0.000542101 0.0705864 -0.00093586 -0.0497473 -0.0603567 0.121865 -0.163125 internal_weight=0 13248 13228 13094 13031 12530 259 12271 501 471 134 63 internal_count=13279 13248 13228 13094 13031 12530 259 12271 501 471 134 63 cat_boundaries=0 4 8 cat_threshold=0 16384 2621696 32800 67125505 0 1077952512 16916480 is_linear=0 shrinkage=0.01 Tree=625 num_leaves=12 num_cat=3 split_feature=3 3 25 3 7 5 4 25 26 24 26 split_gain=21491.5 32589.3 31668.7 18378.6 16604.3 11140.5 14603.5 10311.2 21507.1 6504.07 69.2576 threshold=216.24000000000004 365.72000000000008 0 272.07425000000006 284.98750000000007 279.07800000000003 255.10500000000002 1 2022.5000000000002 2 2022.5000000000002 decision_type=2 2 9 2 2 2 2 9 2 1 2 left_child=2 3 10 -2 5 6 7 8 -4 -9 -1 right_child=1 -3 4 -5 -6 -7 -8 9 -10 -11 -12 leaf_value=0.19341143897935456 0.15425680736015582 -0.13742570980735447 -0.028614888368309412 0.54270479994160792 -0.25183650184136169 0.1720987675691906 -0.19259048339648124 0.0086523473662548957 0.22801465765122444 -0.005687699210656658 0.17701062074074378 leaf_weight=51 29 23 69 21 26 38 39 5407 62 7591 52 leaf_count=51 29 23 69 21 26 38 39 5407 62 7591 52 internal_value=0 0.174102 0.00205096 0.317405 0.00062536 0.00112288 0.000629482 0.00120345 0.0862587 0.000279641 0.168748 internal_weight=0 73 13335 50 13232 13206 13168 13129 131 12998 103 internal_count=13408 73 13335 50 13232 13206 13168 13129 131 12998 103 cat_boundaries=0 4 8 9 cat_threshold=0 16384 33685760 32768 0 0 6815744 8224 1114 is_linear=0 shrinkage=0.01 Tree=626 num_leaves=13 num_cat=2 split_feature=3 3 25 3 12 5 4 25 6 13 26 12 split_gain=21063.8 31940.7 31654.3 18012.9 8892.91 16377.1 19567.5 7830.18 10480.9 9012.11 2732.16 355.043 threshold=216.24000000000004 365.72000000000008 0 272.07425000000006 115.96500000000002 279.07800000000003 293.85000000000008 1 227.06475000000003 92.932500000000019 2022.5000000000002 207.80256000000003 decision_type=2 2 9 2 2 2 2 9 2 2 2 2 left_child=2 3 10 -2 5 6 7 8 -4 -9 -1 -6 right_child=1 -3 4 -5 11 -7 -8 9 -10 -11 -12 -13 leaf_value=0.13365847413738569 0.15271423981107515 -0.13605144832445229 0.022772664823110182 0.5372777809983208 -0.1047509560485681 0.21412685241964127 -0.30446141992296494 -0.0026082222763334573 -0.17214679070881433 0.17094523096084593 0.2382823239839994 -0.15808853589571439 leaf_weight=48 29 23 1866 21 24 36 21 11204 28 30 52 26 leaf_count=48 29 23 1866 21 24 36 21 11204 28 30 52 26 internal_value=0 0.172361 0.00203047 0.314231 0.000624392 0.00112965 0.000546492 0.00103439 0.0197866 -0.00214285 0.170966 -0.132486 internal_weight=0 73 13335 50 13235 13185 13149 13128 1894 11234 100 50 internal_count=13408 73 13335 50 13235 13185 13149 13128 1894 11234 100 50 cat_boundaries=0 4 8 cat_threshold=0 16384 2228480 32768 67125777 2695296 1129054208 16917024 is_linear=0 shrinkage=0.01 Tree=627 num_leaves=15 num_cat=3 split_feature=3 3 25 3 25 12 4 1 26 0 20 4 25 26 split_gain=20644.7 31305.1 30634.3 17654.4 8328.11 17683.8 20085.2 20622.2 13894.9 10372.8 8507.06 8243.99 8677.4 73.36 threshold=216.24000000000004 365.72000000000008 0 272.07425000000006 1 25.505000000000003 18.645000000000003 157.57350000000002 2022.5000000000002 293.85000000000008 42.305000000000007 263.93200000000007 2 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 2 2 2 9 2 left_child=2 3 13 -2 5 6 7 8 -4 10 11 12 -6 -1 right_child=1 -3 4 -5 9 -7 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.19059696991069644 0.15118709383339718 -0.13469093343485958 -0.0097630335798068926 0.53190498238518125 0.061288689417153722 -0.33051676326990126 0.19693501340376365 0.25365258845415983 -0.12256652607001024 -0.21983603727249873 0.17670943907329015 -0.16620007860249486 0.0014253557668927708 0.17371739846009476 leaf_weight=51 29 23 245 21 237 20 37 22 197 21 28 29 12396 52 leaf_count=51 29 23 245 21 237 20 37 22 197 21 28 29 12396 52 internal_value=0 0.170638 0.00201017 0.311089 0.000608053 -0.0381938 -0.0272866 -0.0451664 -0.0600397 0.00222724 0.00259648 0.00221146 0.00259806 0.165962 internal_weight=0 73 13335 50 13232 521 501 464 442 12711 12690 12662 12633 103 internal_count=13408 73 13335 50 13232 521 501 464 442 12711 12690 12662 12633 103 cat_boundaries=0 4 7 11 cat_threshold=0 16384 33685760 32768 65792 82 2147485696 0 65536 1080557568 139296 is_linear=0 shrinkage=0.01 Tree=628 num_leaves=13 num_cat=3 split_feature=3 3 25 10 3 7 25 7 1 2 25 26 split_gain=20233.7 30682.1 23280 26363.3 17303.1 11865.1 12338.6 19526.4 19151 14233.1 8998.47 1448.11 threshold=216.24000000000004 365.72000000000008 0 273.29900000000004 272.07425000000006 284.98750000000007 1 36.89500000000001 233.80500000000004 243.26250000000002 2 2022.5000000000002 decision_type=2 2 9 2 2 2 9 2 2 2 9 2 left_child=2 4 11 5 -2 6 7 9 10 -4 -8 -1 right_child=1 -3 3 -5 -6 -7 8 -9 -10 -11 -12 -13 leaf_value=0.090278735355045034 0.14967522621154786 -0.13334402208742888 0.024366799569627947 -0.3623793468475342 0.52658594233649114 -0.21668413288593294 -0.0582044572825881 0.33330370101061735 0.24711359806599156 0.29459575939178467 -0.00045134544622495035 0.14732416983400837 leaf_weight=89 29 23 766 20 21 25 266 22 31 20 12007 89 leaf_count=89 29 23 766 20 21 25 266 22 31 20 12007 89 internal_value=0 0.168931 0.00199054 0.0004099 0.307978 0.000962528 0.0013775 0.0389848 -0.00112293 0.0312429 -0.00175086 0.112482 internal_weight=0 73 13335 13157 50 13137 13112 808 12304 786 12273 178 internal_count=13408 73 13335 13157 50 13137 13112 808 12304 786 12273 178 cat_boundaries=0 4 8 10 cat_threshold=0 16384 16908544 32768 67109376 65536 1114112000 139808 256 80 is_linear=0 shrinkage=0.01 Tree=629 num_leaves=15 num_cat=4 split_feature=25 3 3 3 12 4 25 24 5 1 8 25 26 12 split_gain=26062.4 24055.4 31347.4 13705.1 8433.51 9511.75 9322.3 38473.3 14832.4 12483.9 10614.7 7109.08 1882.34 339.472 threshold=0 216.24000000000004 365.72000000000008 272.07425000000006 115.96500000000002 285.62500000000006 1 2 181.87500000000003 255.10500000000002 24.807000000000002 3 2022.5000000000002 207.80256000000003 decision_type=9 2 2 2 2 2 9 1 2 2 2 9 2 2 left_child=12 4 3 -3 5 6 7 10 -9 11 -2 -8 -1 -6 right_child=1 2 -4 -5 13 -7 9 8 -10 -11 -12 -13 -14 -15 leaf_value=0.20940691223511329 -0.044435326998733038 0.18069986043152989 -0.12612443815578114 0.52132008688790454 -0.10349639390905699 -0.17388478694423551 -0.050362669625383771 0.081342832848153843 -0.19498903465270995 0.21791029950747123 -0.28203560876846318 -0.00024617785739098122 0.1251116003592809 -0.15614956321716308 leaf_weight=52 314 27 22 21 24 31 280 675 20 26 20 11817 54 25 leaf_count=52 314 27 22 21 24 31 280 675 20 26 20 11817 54 25 internal_value=0 0.0015652 0.186455 0.329721 0.000588278 0.001075 0.00148739 0.0302341 0.0723498 -0.000976762 -0.0569576 -0.00144802 0.152114 -0.13036 internal_weight=0 13302 70 48 13232 13183 13152 1029 695 12123 334 12097 106 49 internal_count=13408 13302 70 48 13232 13183 13152 1029 695 12123 334 12097 106 49 cat_boundaries=0 4 8 9 12 cat_threshold=0 16384 1073873152 32768 67125760 598016 57147392 139808 1796 256 80 2048 is_linear=0 shrinkage=0.01 Tree=630 num_leaves=20 num_cat=5 split_feature=7 25 24 25 25 5 3 24 4 1 26 5 3 3 10 26 0 26 26 split_gain=20241.7 18538.9 43902 50421.6 48287.3 53713.8 29998.1 22802 11521.6 10387.1 10015.3 8943.14 7461.27 7702.86 5800.46 4932.45 2600.15 221.877 211.175 threshold=284.98750000000007 0 1 2 3 38.528000000000006 25.910000000000004 4 219.40000000000003 26.134500000000006 2022.5000000000002 250.05000000000004 219.40000000000003 156.16500000000005 218.62500000000003 2022.5000000000002 23.806250000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 17 7 16 15 11 -9 -5 12 13 14 -3 -6 18 -4 -1 right_child=-2 8 4 10 5 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.019415029270548216 -0.2532171782370537 -0.00023408061626047614 -0.20194952882419934 0.21891003853396368 -0.045892891101539136 0.47459956363395406 0.3882308038473129 0.040330706748313142 -0.19022141247987748 0.22888080229982735 0.38869480609893797 0.20121508988467132 -0.15553000557807184 0.19589740598201752 -0.17067514156177641 -0.17380056249467951 -0.12930067133903503 -0.17502421959586767 0.005242241813856012 leaf_weight=71 31 12126 55 76 64 27 20 336 32 32 64 22 31 20 20 57 20 69 68 leaf_count=71 31 12126 55 76 64 27 20 336 32 32 64 22 31 20 20 57 20 69 68 internal_value=0 0.00261289 0.0447183 0.138815 -0.0035972 0.0396306 0.0219926 0.0164244 -0.000719011 0.0552257 0.276758 -0.000223317 -0.000586656 -0.000191847 -0.000514734 -0.0980441 -0.0226919 -0.173014 -0.00735248 internal_weight=0 13210 959 319 640 516 179 489 12251 368 140 12219 12197 12166 12146 121 159 124 139 internal_count=13241 13210 959 319 640 516 179 489 12251 368 140 12219 12197 12166 12146 121 159 124 139 cat_boundaries=0 4 5 8 11 12 cat_threshold=768 82000 2771200 139264 1570 768 65536 524288 0 16400 2097408 20 is_linear=0 shrinkage=0.01 Tree=631 num_leaves=9 num_cat=2 split_feature=7 8 25 5 13 25 4 4 split_gain=19838.9 19878.9 22489.6 17066.1 8322.45 8169.96 31227.4 21758.3 threshold=284.98750000000007 286.44390000000004 0 279.07800000000003 201.75000000000003 1 230.65000000000003 228.18750000000003 decision_type=2 2 9 2 2 9 2 2 left_child=1 2 -1 4 5 6 -4 -7 right_child=-2 -3 3 -5 -6 7 -8 -9 leaf_value=0.14195655066716042 -0.25068500284225709 0.31761722183227542 0.018666068501710119 0.23524283193772838 -0.19400100556286898 -0.0013056710072935213 0.41699737548828125 -0.29663292922973633 leaf_weight=104 31 20 1234 31 22 11754 20 25 leaf_count=104 31 20 1234 31 22 11754 20 25 internal_value=0 0.00258676 0.00210908 0.000888493 0.000332683 0.000660722 0.0248211 -0.00193084 internal_weight=0 13210 13190 13086 13055 13033 1254 11779 internal_count=13241 13210 13190 13086 13055 13033 1254 11779 cat_boundaries=0 4 8 cat_threshold=0 16384 2097408 163840 17153 73872 940032 16785952 is_linear=0 shrinkage=0.01 Tree=632 num_leaves=10 num_cat=1 split_feature=8 25 8 9 10 4 4 8 26 split_gain=15009 18819 8750.75 8273.08 19155.2 28673.4 11347.5 508.996 499.784 threshold=341.27040000000005 0 181.87500000000003 239.51250000000002 267.95700000000005 285.62500000000006 216.24000000000004 239.51250000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 left_child=1 8 3 4 5 6 -3 -4 -1 right_child=-2 2 7 -5 -6 -7 -8 -9 -10 leaf_value=0.16055793433277696 0.26295287045565519 0.0011369769950271556 -0.10622188657522202 0.16961234495814506 -0.30871694016456608 -0.35971473932266235 0.18680863423780963 -0.17241454521814983 0.11753406807228371 leaf_weight=54 22 12960 26 29 20 22 33 21 54 leaf_count=54 22 12960 26 29 20 22 33 21 54 internal_value=0 0.00154059 0.000407601 0.000897933 0.000522581 0.000997786 0.00160855 -0.135797 0.127262 internal_weight=0 13219 13111 13064 13035 13015 12993 47 108 internal_count=13241 13219 13111 13064 13035 13015 12993 47 108 cat_boundaries=0 4 cat_threshold=0 16384 524544 163840 is_linear=0 shrinkage=0.01 Tree=633 num_leaves=8 num_cat=0 split_feature=12 8 4 10 14 5 9 split_gain=15648.6 32110.6 12299.3 19217.4 11324.3 11050.4 13185.9 threshold=263.10700000000003 341.27040000000005 285.62500000000006 267.95700000000005 170.05500000000004 279.07800000000003 198.34750000000003 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=0.0033083287915655125 -0.2775531187057495 0.40276536369323729 -0.21144169136329932 -0.30005908954711191 -0.19137514702479044 0.20908974170684816 -0.17009589865465055 leaf_weight=13053 20 20 27 21 30 26 44 leaf_count=13053 20 20 27 21 30 26 44 internal_value=0 0.00237801 0.0017714 0.00220838 0.00269098 0.00313463 0.00272577 internal_weight=0 13221 13201 13174 13153 13123 13097 internal_count=13241 13221 13201 13174 13153 13123 13097 is_linear=0 shrinkage=0.01 Tree=634 num_leaves=20 num_cat=5 split_feature=7 25 24 25 25 5 3 24 26 4 1 5 3 3 6 26 0 26 26 split_gain=19544.5 17766.2 44700.4 52863.2 47243.3 55497.8 29472.3 21830.8 11214.3 11060.5 10396.5 8536.14 7304.1 7550.99 6653.1 4864.3 2567.84 222.775 206.567 threshold=284.98750000000007 0 1 2 3 38.528000000000006 25.910000000000004 4 2022.5000000000002 219.40000000000003 26.134500000000006 250.05000000000004 219.40000000000003 156.16500000000005 227.06475000000003 2022.5000000000002 23.806250000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 17 7 16 15 -5 11 -9 12 13 14 -3 -6 18 -4 -1 right_child=-2 9 4 8 5 -7 -8 10 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.019631620779843397 -0.24886130356019542 -0.00016288527783379816 -0.20117402427846734 0.22273201004878895 -0.045734466352770405 0.48926938863900993 0.38436024177074429 0.037938006839192497 0.4058674282324119 -0.18637903280556203 0.22677312426269056 0.19658010547811333 -0.15387906659033992 0.193960822224617 -0.16029924796177791 -0.17431086048483849 -0.12888957977294921 -0.17419427719669067 0.0047551610189325673 leaf_weight=71 31 12137 55 74 62 26 20 328 61 32 32 22 31 20 26 56 20 69 68 leaf_count=71 31 12137 55 74 62 26 20 328 61 32 32 22 31 20 26 56 20 69 68 internal_value=0 0.00252418 0.0441381 0.13975 -0.00510895 0.038569 0.0213699 0.0148608 0.284414 -0.000706558 0.0532443 -0.000221559 -0.00057604 -0.000185956 -0.000505198 -0.0984136 -0.0229452 -0.172268 -0.0077014 internal_weight=0 13210 942 314 628 504 179 478 135 12268 360 12236 12214 12183 12163 118 159 124 139 internal_count=13241 13210 942 314 628 504 179 478 135 12268 360 12236 12214 12183 12163 118 159 124 139 cat_boundaries=0 4 5 8 11 12 cat_threshold=768 82000 2769152 139264 1570 768 65536 524288 0 16400 2097408 20 is_linear=0 shrinkage=0.01 Tree=635 num_leaves=14 num_cat=4 split_feature=25 8 6 25 26 24 26 4 4 25 6 4 26 split_gain=26055.1 22626.9 21451 20145 16857.2 11082.2 11582.1 8362.03 7751.37 8733.96 2689.61 612.019 309.129 threshold=0 284.98750000000007 218.62500000000003 1 2022.5000000000002 2 2022.5000000000002 216.24000000000004 175.26000000000002 3 279.07800000000003 263.93200000000007 2022.5000000000002 decision_type=9 2 2 9 2 1 2 2 2 9 2 2 2 left_child=4 2 3 5 -1 6 -2 8 9 -5 -4 -9 -7 right_child=1 -3 10 7 -6 12 -8 11 -10 -11 -12 -13 -14 leaf_value=0.042403899346079139 0.085462464270044544 0.32772652580624539 0.2928928894996643 0.041413572254277081 0.29244341850280764 -0.13584113669085812 -0.12218218642597398 0.16683070572939787 -0.19701208686828614 -0.0016359802667531714 0.1450650952011347 0.097390340884526569 -0.1642702470092397 leaf_weight=56 61 21 20 480 52 77 48 22 20 12322 32 30 76 leaf_count=56 61 21 20 480 52 77 48 22 20 12322 32 30 76 internal_value=0 -0.000260546 -0.000783016 -0.00158544 0.148997 -0.0867494 -0.00547508 0.000214955 -0.00029812 9.19714e-06 0.201922 0.126769 -0.140763 internal_weight=0 13209 13188 13136 108 262 109 12874 12822 12802 52 52 153 internal_count=13317 13209 13188 13136 108 262 109 12874 12822 12802 52 52 153 cat_boundaries=0 3 7 8 12 cat_threshold=0 16384 35651840 67108864 64 4194304 131072 1114 16640 106496 1074481152 18915872 is_linear=0 shrinkage=0.01 Tree=636 num_leaves=9 num_cat=4 split_feature=25 10 3 25 24 8 13 25 split_gain=25536.5 22539.1 19841 11664.2 19483.4 13017.6 6879.1 6911.92 threshold=0 279.07800000000003 293.85000000000008 1 2 263.93200000000007 214.15000000000003 3 decision_type=9 2 2 9 1 2 2 9 left_child=-1 2 3 4 -2 6 7 -5 right_child=1 -3 -4 5 -6 -7 -8 -9 leaf_value=0.14750728784981421 0.033982833869873531 0.31251284371251647 -0.29425653913746713 0.035750990686258366 -0.13436784425234222 0.24414395332336428 -0.16845746576786041 -0.00054576102226557921 leaf_weight=108 116 23 23 538 156 22 24 12307 leaf_count=108 116 23 23 538 156 22 24 12307 internal_value=0 -0.00025764 -0.000803392 -0.000290635 -0.0639121 0.0011005 0.000685867 0.0010019 internal_weight=0 13209 13186 13163 272 12891 12869 12845 internal_count=13317 13209 13186 13163 272 12891 12869 12845 cat_boundaries=0 3 7 8 12 cat_threshold=0 16384 35651840 0 64 16777216 131072 3098 16640 98320 1074333696 18915872 is_linear=0 shrinkage=0.01 Tree=637 num_leaves=12 num_cat=3 split_feature=25 10 3 26 2 25 24 3 3 26 26 split_gain=25071.3 22090.7 19446.1 16521.7 15481.6 16704.1 9438.39 9143.96 12943.6 6816.86 2013.45 threshold=0 279.07800000000003 293.85000000000008 2022.5000000000002 279.07800000000003 1 2 216.24000000000004 147.48750000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 9 1 2 2 2 2 left_child=3 2 4 -1 5 6 10 8 -7 -8 -2 right_child=1 -3 -4 -5 -6 7 9 -9 -10 -11 -12 leaf_value=0.040504783477102013 -0.1181147997132663 0.30938771558844524 -0.29131397413170856 0.28804391439144428 0.2160366255225557 0.00080827975267634277 0.04237274046068068 0.1599613410896725 -0.22695333862304687 -0.092033492520048804 -0.20296801578943377 leaf_weight=56 58 23 23 52 33 12806 77 36 25 74 54 leaf_count=56 58 23 23 52 33 12806 77 36 25 74 54 internal_value=0 -0.000255556 -0.000795853 0.146157 -0.000288224 -0.00083192 -0.078237 0.000810407 0.000364508 -0.0220359 -0.145991 internal_weight=0 13209 13186 108 13163 13130 263 12867 12831 151 112 internal_count=13317 13209 13186 108 13163 13130 263 12867 12831 151 112 cat_boundaries=0 3 7 8 cat_threshold=0 16384 35651840 0 64 16777216 131072 868 is_linear=0 shrinkage=0.01 Tree=638 num_leaves=11 num_cat=4 split_feature=25 8 6 25 24 4 4 25 6 4 split_gain=24572.4 21960.7 20991.7 19420.6 10751.1 8198.83 7588.87 8484.25 2623.08 597.742 threshold=0 284.98750000000007 218.62500000000003 1 2 216.24000000000004 175.26000000000002 3 279.07800000000003 263.93200000000007 decision_type=9 2 2 9 1 2 2 9 2 2 left_child=-1 2 3 4 -2 6 7 -5 -4 -7 right_child=1 -3 8 5 -6 9 -8 -9 -10 -11 leaf_value=0.14469564470194154 -0.0051666983118390328 0.32286980038597468 0.2895940794944763 0.058284241763912899 -0.13836928583433042 0.16511096477508544 -0.19494290733337402 -0.0011330770578558541 0.14360611058771611 0.096485269705454513 leaf_weight=108 109 21 20 235 153 22 20 12567 32 30 leaf_count=108 109 21 20 235 153 22 20 12567 32 30 internal_value=0 -0.000253001 -0.000767719 -0.00156151 -0.0851803 0.00020623 -0.000301819 2.25973e-06 0.199755 0.125519 internal_weight=0 13209 13188 13136 262 12874 12822 12802 52 52 internal_count=13317 13209 13188 13136 262 12874 12822 12802 52 52 cat_boundaries=0 3 7 8 12 cat_threshold=0 16384 35651840 67108864 64 4194304 131072 1114 16384 0 1074462720 2138656 is_linear=0 shrinkage=0.01 Tree=639 num_leaves=9 num_cat=0 split_feature=18 3 3 10 13 11 13 3 split_gain=13546 20774.3 12826.7 18903.9 11145 10065.2 10798 1.01974 threshold=113.67000000000002 344.25000000000006 216.24000000000004 282.93750000000006 214.15000000000003 227.60400000000001 55.232840000000003 243.26250000000002 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 leaf_value=0.0013425608865864891 0.24895453420552341 -0.3136643600463867 0.17301788413006328 -0.29925179072788782 -0.20194349041691534 -0.18796256623097829 0.16798464487760495 0.16997001012166341 leaf_weight=13115 22 21 23 21 27 28 39 21 leaf_count=13115 22 21 23 21 27 28 39 21 internal_value=0 0.000610846 0.00110804 0.000541147 0.00101777 0.00143348 0.00183663 0.171563 internal_weight=0 13295 13274 13230 13209 13182 13154 44 internal_count=13317 13295 13274 13230 13209 13182 13154 44 is_linear=0 shrinkage=0.01 Tree=640 num_leaves=13 num_cat=3 split_feature=4 8 25 1 26 25 24 0 0 3 26 26 split_gain=32673 16161.1 21510.1 13546.9 11049.6 8702.95 14628.5 13004.8 37497.1 11746.7 550.781 38.9486 threshold=344.25000000000006 272.07425000000006 0 355.00000000000006 2022.5000000000002 1 2 176.53925000000004 220.33000000000001 293.85000000000008 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 9 1 2 2 2 2 2 left_child=1 2 4 5 -1 6 10 9 -9 -7 -4 -8 right_child=-2 -3 3 -5 -6 7 11 8 -10 -11 -12 -13 leaf_value=0.049152695135636762 0.35689567804336547 -0.23793718338012695 0.072580300849311205 0.24382367621297424 0.25052924880275018 0.0017100733372627549 -0.10183167582324573 0.46046470125516259 -0.00019107174517503427 -0.24083147335052491 0.025855176127873938 -0.11077005423687317 leaf_weight=55 26 28 49 23 54 12661 105 24 67 20 52 91 leaf_count=55 26 28 49 23 54 12661 105 24 67 20 52 91 internal_value=0 0.00205451 0.00256355 0.00134402 0.136403 0.000918315 -0.0516987 0.00218064 0.121301 0.00132755 0.0441523 -0.100837 internal_weight=0 13229 13201 13092 109 13069 297 12772 91 12681 101 196 internal_count=13255 13229 13201 13092 109 13069 297 12772 91 12681 101 196 cat_boundaries=0 3 6 7 cat_threshold=0 16384 35651840 16392 2097152 1077936128 2628 is_linear=0 shrinkage=0.01 Tree=641 num_leaves=12 num_cat=6 split_feature=9 7 25 3 25 3 1 24 25 24 24 split_gain=27027.4 17783.6 15841.4 9635.8 7132.13 12489.9 19706 11280.9 6037.42 8074.54 2653.13 threshold=285.62500000000006 355.00000000000006 0 293.85000000000008 1 39.495000000000012 24.23535 2 3 4 5 decision_type=2 2 9 2 9 2 2 1 9 1 1 left_child=1 2 -1 4 5 7 -7 -4 9 -6 -10 right_child=-2 -3 3 -5 8 6 -8 -9 10 -11 -12 leaf_value=0.10151862760637975 0.35293399604884057 0.28621890989216892 -0.018323518142003465 -0.18484358957835606 0.015337506661812463 0.051307466983795166 0.39788021302294163 0.025137293318566543 0.0034287063348664749 -0.097107639136986848 -0.0068743416793992356 leaf_weight=147 22 22 878 28 110 75 21 1826 4963 146 5017 leaf_count=147 22 22 878 28 110 75 21 1826 4963 146 5017 internal_value=0 0.00214081 0.00166774 0.000466121 0.000864505 0.0149766 0.12712 0.0110506 -0.00300748 -0.0500312 -0.00175239 internal_weight=0 13233 13211 13064 13036 2800 96 2704 10236 256 9980 internal_count=13255 13233 13211 13064 13036 2800 96 2704 10236 256 9980 cat_boundaries=0 3 7 8 11 12 13 cat_threshold=0 16384 2147483904 201327361 2281709592 594498560 16949792 774 16392 2097152 1073741824 590 1055 is_linear=0 shrinkage=0.01 Tree=642 num_leaves=12 num_cat=2 split_feature=4 10 25 5 8 2 5 25 26 5 2 split_gain=31899 16104.8 16957.7 16290.8 21844.2 15666.9 12201.6 11090.1 5454.48 914.766 558.575 threshold=344.25000000000006 282.93750000000006 0 172.87500000000003 272.07425000000006 255.10500000000002 228.56250000000003 1 2022.5000000000002 284.98750000000007 365.72000000000008 decision_type=2 2 9 2 2 2 2 9 2 2 2 left_child=1 2 8 4 5 7 -5 -4 -1 -8 -7 right_child=-2 -3 3 6 -6 10 9 -9 -10 -11 -12 leaf_value=0.048332698165729486 0.3526215888903691 -0.28154491877555848 -0.064572727065749153 0.34914068612185389 -0.3011536105473836 0.16104928362369539 0.011962000370025634 0.0015294283417028487 0.15848958821132267 0.10191843711412871 0.23578717991709711 leaf_weight=93 26 20 249 22 24 20 20 12648 87 26 20 leaf_count=93 26 20 249 22 24 20 20 12648 87 26 20 internal_value=0 0.00200824 0.00243758 0.00106714 0.000258021 0.000817183 0.155444 0.000204324 0.0962291 0.0628069 0.198418 internal_weight=0 13229 13209 13029 12961 12937 68 12897 180 46 40 internal_count=13255 13229 13209 13029 12961 12937 68 12897 180 46 40 cat_boundaries=0 3 6 cat_threshold=0 16400 2097408 16392 2097152 1073741824 is_linear=0 shrinkage=0.01 Tree=643 num_leaves=13 num_cat=3 split_feature=4 8 25 6 25 24 0 0 14 26 26 26 split_gain=31264.3 15612.9 20535.6 21720.2 8358.2 15007.1 12970.9 32209.4 10216.4 3373.52 349.123 39.3703 threshold=344.25000000000006 272.07425000000006 0 297.60100000000006 1 2 176.53925000000004 220.33000000000001 170.05500000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 9 1 2 2 2 2 2 2 left_child=1 2 9 4 5 11 8 -8 -6 -1 -7 -4 right_child=-2 -3 3 -5 6 10 7 -9 -10 -11 -12 -13 leaf_value=0.083706157617270946 0.34909539241057175 -0.23389830384935653 0.041363901765115799 0.33050938820838932 0.00074330912955433855 -0.10192899833968345 0.42661646499633793 0.0042534482662494365 0.22693506777286529 0.18720635068032049 -0.13035099964588881 0.030048335614751599 leaf_weight=64 26 28 62 20 12648 94 25 65 20 62 80 61 leaf_count=64 26 28 62 20 12648 94 25 65 20 62 80 61 internal_value=0 0.00198769 0.00248801 0.00121362 0.000710078 -0.0508531 0.00194878 0.121577 0.00110042 0.124735 -0.108747 0.033064 internal_weight=0 13229 13201 13075 13055 297 12758 90 12668 126 174 123 internal_count=13255 13229 13201 13075 13055 297 12758 90 12668 126 174 123 cat_boundaries=0 4 7 8 cat_threshold=0 16384 35651840 131072 16392 2097152 1077936128 2630 is_linear=0 shrinkage=0.01 Tree=644 num_leaves=13 num_cat=2 split_feature=9 7 25 3 25 3 1 1 0 2 0 26 split_gain=26350.2 17387.4 15347.2 9478.4 6849.16 13265.7 18526 8526.27 5917.4 8692.55 855.039 290.931 threshold=285.62500000000006 355.00000000000006 0 293.85000000000008 1 39.495000000000012 24.23535 195.14400000000003 93.825000000000017 169.68000000000004 228.56250000000003 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 2 2 2 left_child=1 2 11 4 5 7 -7 -4 9 -6 -10 -1 right_child=-2 -3 3 -5 8 6 -8 -9 10 -11 -12 -13 leaf_value=0.11954897132515907 0.3484381040659818 0.28296220194209709 0.013096679068025743 -0.18337346843310764 -0.002797008996670312 0.056352389185395958 0.39339438412870681 -0.12728386838327754 -0.13127924856301901 0.18389865136146546 -0.054639985561370848 0.091302056196910245 leaf_weight=80 22 22 2593 28 10219 73 21 44 37 25 24 67 leaf_count=80 22 22 2593 28 10219 73 21 44 37 25 24 67 internal_value=0 0.00206697 0.0015992 0.000416543 0.000811625 0.0148611 0.131649 0.0107543 -0.0029233 -0.00234139 -0.101126 0.09988 internal_weight=0 13233 13211 13064 13036 2731 94 2637 10305 10244 61 147 internal_count=13255 13233 13211 13064 13036 2731 94 2637 10305 10244 61 147 cat_boundaries=0 3 7 cat_threshold=0 16384 2147483904 134218497 2281709592 594498560 16949792 is_linear=0 shrinkage=0.01 Tree=645 num_leaves=16 num_cat=7 split_feature=25 4 25 24 25 3 5 2 25 5 1 24 25 2 5 split_gain=32406.1 24060.2 15434.3 76557.1 47004 56123.7 34822.7 22120.5 21454 12002.4 16906.9 11349.2 10455.1 7152.75 685.537 threshold=0 333.3454000000001 1 2 3 8.0855000000000015 176.53925000000004 15.580500000000002 4 181.87500000000003 243.26250000000002 5 6 233.80500000000004 242.42064000000002 decision_type=9 2 9 1 9 2 2 2 9 2 2 1 9 2 2 left_child=-1 2 3 4 -2 7 8 -6 -5 10 12 -10 -4 -14 -11 right_child=1 -3 9 6 5 -7 -8 -9 11 14 -12 -13 13 -15 -16 leaf_value=-0.15594448632918873 0.0017091505644751376 0.28098355785492929 -0.088307175209106761 -0.13591007263371438 0.38259132763283371 -0.20820134821392242 0.35352696051964394 0.035919158799307689 -0.04086998823960622 -0.19751961863559225 0.26422744373480478 0.031450627855016192 -9.454003183876078e-05 -0.18057738599452106 -0.12257112090404217 leaf_weight=120 112 31 127 122 149 21 26 21 365 23 24 505 11619 22 26 leaf_count=120 112 31 127 122 149 21 26 21 365 23 24 505 11619 22 26 internal_value=0 0.00271696 0.00206363 0.0343494 0.171235 0.265613 -0.00766304 0.339767 -0.017207 -0.00156591 -0.000918232 0.000989577 -0.00145898 -0.000435256 -0.157751 internal_weight=0 13193 13162 1321 303 191 1018 170 992 11841 11792 870 11768 11641 49 internal_count=13313 13193 13162 1321 303 191 1018 170 992 11841 11792 870 11768 11641 49 cat_boundaries=0 4 8 9 12 16 17 19 cat_threshold=0 16384 4276224 32 201327360 2162688 3221750016 16949248 2624 134217728 0 2148007936 0 2097152 256 139264 300 0 64 is_linear=0 shrinkage=0.01 Tree=646 num_leaves=9 num_cat=2 split_feature=25 3 25 14 10 9 1 9 split_gain=31809.1 20458.1 18131.5 8477.35 15030.4 13225.4 13194 436.646 threshold=0 333.3454000000001 1 182.65800000000004 267.95700000000005 162.18600000000004 181.87500000000003 229.26450000000003 decision_type=9 2 9 2 2 2 2 2 left_child=-1 2 -2 4 5 6 -4 -7 right_child=1 -3 3 -5 -6 7 -8 -9 leaf_value=-0.15450499737721224 0.12936345059592444 0.26353225676218667 0.00096407443865785016 0.18498119678497316 -0.26665686437061853 -0.19460068329459146 0.13578375523935443 -0.13514689735571545 leaf_weight=120 101 30 12892 25 21 21 73 30 leaf_count=120 101 30 12892 25 21 21 73 30 internal_value=0 0.00268803 0.00209558 0.00101169 0.00065968 0.00109097 0.00172318 -0.159628 internal_weight=0 13193 13163 13062 13037 13016 12965 51 internal_count=13313 13193 13163 13062 13037 13016 12965 51 cat_boundaries=0 4 8 cat_threshold=0 16384 4276224 32 0 0 1074266368 131072 is_linear=0 shrinkage=0.01 Tree=647 num_leaves=13 num_cat=1 split_feature=14 24 3 5 6 9 8 5 6 7 8 2 split_gain=15998.4 8453.07 46361.2 26998.2 24951.2 14734.2 21419.8 15759.2 12333.3 12859 11230.8 8258.08 threshold=182.65800000000004 0 216.24000000000004 259.57500000000005 211.12500000000003 162.18600000000004 246.67500000000004 211.12500000000003 218.62500000000003 105.004 176.53925000000004 31.872000000000003 decision_type=2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 10 6 7 8 9 -3 11 -1 right_child=-2 5 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.0088704102323022803 0.22805390573317005 -0.003961765241931225 0.4597477454724519 0.3761758428812027 -0.32799743457274005 -0.20690445740603738 0.32270404195785524 -0.21372539447413552 0.17336491914895866 -0.16808805624217105 -0.22679543006420136 0.11403961798078135 leaf_weight=4242 31 8700 23 20 22 36 20 36 39 48 20 76 leaf_count=4242 31 8700 23 20 22 36 20 36 39 48 20 76 internal_value=0 0.000615736 0.0119287 0.00960433 0.00792281 -0.00500202 -0.00418573 -0.00492672 -0.00407128 -0.00486232 0.00962641 0.0107215 internal_weight=0 13282 4403 4380 4360 8879 8843 8823 8787 8748 4338 4318 internal_count=13313 13282 4403 4380 4360 8879 8843 8823 8787 8748 4338 4318 cat_boundaries=0 1 cat_threshold=1601 is_linear=0 shrinkage=0.01 Tree=648 num_leaves=19 num_cat=6 split_feature=25 10 25 24 25 3 5 2 25 24 9 3 3 1 26 9 26 26 split_gain=31225.6 19986.7 15750.7 67205.9 48175.2 53780 37265.4 20784 19534.5 12015.3 10838.8 15093.6 14093.3 12817.7 7249.7 1584.07 1309.07 141.134 threshold=0 279.07800000000003 1 2 3 8.0855000000000015 114.42500000000001 15.580500000000002 4 5 71.845000000000013 255.10500000000002 189.44922000000003 243.26250000000002 2022.5000000000002 206.70431000000005 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 9 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=14 2 3 4 16 7 8 -6 17 -10 11 12 13 -4 -1 -12 -2 -5 right_child=1 -3 10 6 5 -7 -8 -9 9 -11 15 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.088125122259060551 0.026334645390510558 0.29096953451633456 -0.0013449359347930793 -0.1096361997328609 0.37086308164199194 -0.20662037735893612 0.32049643137875727 0.034964999244326639 0.049058065736293795 -0.02776671097019125 -0.095544647957597456 0.27361083865165708 -0.24863328757493391 0.22093436518254186 -0.24357822412252425 -0.20237708216128142 -0.041207253542813391 -0.12813365117078873 leaf_weight=60 60 24 11719 83 150 21 34 21 340 477 35 20 23 26 60 23 55 82 leaf_count=60 60 24 11719 83 150 21 34 21 340 477 35 20 23 26 60 23 55 82 internal_value=0 0.00265073 0.00212729 0.034716 0.161951 0.257548 -0.00493367 0.329612 -0.0162514 0.00441105 -0.00154033 -0.000870662 -0.00133715 -0.000852874 -0.153094 -0.137909 -0.00549056 -0.112039 internal_weight=0 13193 13169 1323 307 192 1016 171 982 817 11846 11788 11768 11745 120 58 115 165 internal_count=13313 13193 13169 1323 307 192 1016 171 982 817 11846 11788 11768 11745 120 58 115 165 cat_boundaries=0 4 8 9 12 16 17 cat_threshold=0 16384 4276224 32 201327360 2162688 3221750016 16949248 2624 134217728 0 2148007936 0 2162688 256 139264 1170 is_linear=0 shrinkage=0.01 Tree=649 num_leaves=19 num_cat=6 split_feature=25 4 25 24 25 3 5 2 25 8 7 1 25 2 26 26 26 26 split_gain=30604.2 23282 14786.2 61485.4 46366.5 47257.7 30710.7 23054.2 22148.3 20108.7 14246.6 12976.5 9261.66 7860.46 7105.43 4100.41 766.39 223.08 threshold=0 333.3454000000001 1 2 3 8.0855000000000015 176.53925000000004 4.4228000000000014 4 181.87500000000003 43.177500000000009 243.26250000000002 5 233.80500000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 9 2 2 2 9 2 2 2 9 2 2 2 2 2 left_child=14 2 3 4 17 7 8 -6 16 11 -10 12 15 -14 -1 -4 -5 -2 right_child=1 -3 9 6 5 -7 -8 -9 10 -11 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=-0.087243869046370187 -0.043645477228694496 0.27635411739349364 -0.025442924480589612 -0.12018309477836855 0.33168073509761264 -0.17791815092166263 0.32887998369004989 0.0011767113208770751 0.011945193256636571 -0.24821536801078103 -0.19957828265247923 0.22213911509284606 0.00016101799779216652 -0.18904292946512047 -0.24114244158566001 -0.10860163262047406 -0.17031721170743308 -0.01433214124441147 leaf_weight=60 54 31 126 62 175 24 27 24 907 33 33 26 11427 22 60 112 60 50 leaf_count=60 54 31 126 62 175 24 27 24 907 33 33 26 11427 22 60 112 60 50 internal_value=0 0.00262439 0.00198167 0.0323888 0.150531 0.230911 -0.00413323 0.291821 -0.0126386 -0.00171008 0.0044718 -0.00101704 -0.00151349 -0.000202373 -0.151563 -0.0619725 -0.133867 -0.0269602 internal_weight=0 13193 13162 1416 327 223 1089 199 1062 11746 940 11713 11687 11449 120 238 122 104 internal_count=13313 13193 13162 1416 327 223 1089 199 1062 11746 940 11713 11687 11449 120 238 122 104 cat_boundaries=0 4 8 9 13 17 20 cat_threshold=0 16384 4276224 32 201343744 2162688 3221752064 16949760 2624 134234112 0 524288 512 0 2097152 256 139264 0 32832 1024 is_linear=0 shrinkage=0.01 Tree=650 num_leaves=16 num_cat=4 split_feature=25 4 24 2 25 7 4 10 2 4 4 6 25 26 26 split_gain=21851.5 60194.1 49399.7 23646.2 18042.6 22171.9 22183.7 15018.5 9960.71 9078.3 11159.9 13976.5 7256.87 1189.61 4.8335 threshold=0 293.85000000000008 1 149.26580000000004 2 37.82800000000001 29.353500000000004 170.05500000000004 233.80500000000004 255.10500000000002 166.68000000000004 206.27675000000002 3 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 9 2 2 2 2 2 2 2 9 2 2 left_child=1 2 13 4 14 6 -6 8 9 10 11 12 -2 -1 -4 right_child=7 -3 3 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.21902615636587144 0.055821853389865471 0.58844352781772613 -0.12271400763874962 0.24897435792182621 0.011431824204146946 -0.30726368404570081 0.29834880096571786 -0.21784574650228025 -0.1927799733038302 -0.19897934975831405 0.19251507377624513 -0.21617115346590676 -0.0011349484965213052 0.16731900932722621 -0.11879681057400174 leaf_weight=88 218 20 63 38 717 21 28 32 27 23 30 30 11840 90 63 leaf_count=88 218 20 63 38 717 21 28 32 27 23 30 30 11840 90 63 internal_value=0 0.0443283 0.0349068 0.00462095 -0.00573692 0.0130127 0.0222153 -0.00148928 -0.000921517 -0.000494849 -0.000118125 -0.000596202 -5.98571e-05 0.182622 -0.111876 internal_weight=0 1128 1108 930 892 766 745 12200 12168 12141 12118 12088 12058 178 126 internal_count=13328 1128 1108 930 892 766 745 12200 12168 12141 12118 12088 12058 178 126 cat_boundaries=0 4 5 9 13 cat_threshold=512 2097216 3238592768 2228768 576 0 2097152 256 131072 16640 16384 39845888 40960 is_linear=0 shrinkage=0.01 Tree=651 num_leaves=16 num_cat=4 split_feature=25 4 24 2 25 7 5 10 2 4 4 6 25 26 26 split_gain=21416.3 58996.2 48416.7 23175.7 17683.6 21730.6 25332.4 14719.7 9762.54 8897.68 10937.8 13698.4 7118.64 1165.94 4.73729 threshold=0 293.85000000000008 1 149.26580000000004 2 37.82800000000001 27.130000000000006 170.05500000000004 233.80500000000004 255.10500000000002 166.68000000000004 206.27675000000002 3 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 9 2 2 2 2 2 2 2 9 2 2 left_child=1 2 13 4 14 6 -6 8 9 10 11 12 -2 -1 -4 right_child=7 -3 3 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.21683589767326009 0.055288121697672631 0.5825591094493866 -0.12148686743917919 0.24648462634337578 0.0092415249242896597 -0.30419104757763094 0.28865165766547707 -0.21566728794947268 -0.19085217266171067 -0.19698954893195111 0.19058992242813111 -0.21400944169362388 -0.0011236085890646915 0.16564582585419216 -0.1176088493589371 leaf_weight=88 218 20 63 38 711 21 34 32 27 23 30 30 11840 90 63 leaf_count=88 218 20 63 38 711 21 34 32 27 23 30 30 11840 90 63 internal_value=0 0.043885 0.0345577 0.00457474 -0.00567955 0.0128826 0.0219931 -0.00147394 -0.000911853 -0.00048945 -0.000116492 -0.000589788 -5.88049e-05 0.180796 -0.110758 internal_weight=0 1128 1108 930 892 766 745 12200 12168 12141 12118 12088 12058 178 126 internal_count=13328 1128 1108 930 892 766 745 12200 12168 12141 12118 12088 12058 178 126 cat_boundaries=0 4 5 9 13 cat_threshold=512 2097216 3238592768 2228768 576 0 2097152 256 131072 16640 16384 39845888 40960 is_linear=0 shrinkage=0.01 Tree=652 num_leaves=9 num_cat=0 split_feature=4 10 3 6 6 10 9 6 split_gain=17100.1 28296.5 21026.6 10654.2 13867.7 16303.6 8823.75 869.015 threshold=293.85000000000008 282.93750000000006 333.3454000000001 297.60100000000006 176.53925000000004 211.12500000000003 239.51250000000002 235.50000000000003 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 right_child=-2 -3 -4 -5 7 -7 -8 -9 leaf_value=0.0031215125494777401 0.23696482716068143 -0.3740326247215271 -0.30650398644534027 0.21341000735759735 -0.18386989697813988 0.28848763734102251 -0.18128214613749433 -0.10165670979022981 leaf_weight=13129 31 20 22 24 36 20 26 20 leaf_count=13129 31 20 22 24 36 20 26 20 internal_value=0 0.00182631 0.00239249 0.00290518 0.00252334 0.0031908 0.00275705 -0.154508 internal_weight=0 13297 13277 13255 13231 13175 13155 56 internal_count=13328 13297 13277 13255 13231 13175 13155 56 is_linear=0 shrinkage=0.01 Tree=653 num_leaves=18 num_cat=8 split_feature=25 24 14 25 3 2 5 10 2 25 24 16 25 24 2 25 3 split_gain=21000.2 56986 42202.8 19429.9 15531 29493.6 19338.9 14400.8 9547.89 6943.25 10270.7 4719.32 4269.04 65736 2863.6 1195.51 1034.88 threshold=0 1 23.747500000000006 2 189.44922000000003 67.575000000000003 38.528000000000006 170.05500000000004 233.80500000000004 3 4 95.142500000000013 5 6 47.321700000000014 7 11.555000000000001 decision_type=9 1 2 9 2 2 2 2 2 9 1 2 9 1 2 9 2 left_child=1 16 3 -3 5 6 -5 8 9 10 -2 12 13 -11 -14 -12 -1 right_child=7 2 -4 4 -6 -7 -8 -9 -10 11 15 -13 14 -15 -16 -17 -18 leaf_value=0.2201988765128233 0.032774778722731532 -0.10709799568142209 0.46597686171531677 0.0046052087807688961 -0.23528566526330036 0.31205067784445628 0.26806992678806701 -0.21334396789781751 -0.18876805466634256 0.15573964000547527 -0.11015410575293755 -0.14899346289180573 -0.0011326240325657462 -0.032616372424819018 0.056469204138065207 -0.045108896066961085 0.14395436859130858 leaf_weight=162 111 130 20 709 23 35 29 32 27 251 119 21 10815 632 87 105 20 leaf_count=162 111 130 20 709 23 35 29 32 27 251 119 21 10815 632 87 105 20 internal_value=0 0.0434327 0.0113757 0.00167992 0.0205327 0.02841 0.0149582 -0.00148341 -0.000927468 -0.000509735 -0.0447294 0.000782241 0.00104979 0.0220698 -0.000672334 -0.0828949 0.200788 internal_weight=0 1128 946 926 796 773 738 12200 12168 12141 335 11806 11785 883 10902 224 182 internal_count=13328 1128 946 926 796 773 738 12200 12168 12141 335 11806 11785 883 10902 224 182 cat_boundaries=0 4 5 9 12 13 17 18 20 cat_threshold=512 2097216 3238592768 2228768 576 0 2097152 256 131072 67108864 32784 134144 1052 134234376 614400 40124416 16785408 49 67108864 16 is_linear=0 shrinkage=0.01 Tree=654 num_leaves=17 num_cat=2 split_feature=25 4 10 25 26 0 3 5 2 0 0 2 4 4 6 0 split_gain=20573.6 57195.3 14114.2 14003.1 31858.9 13679.6 29065.2 25960.5 22451.4 11102 10977 9490.4 7505.57 13461.8 12200.7 182.154 threshold=0 293.85000000000008 170.05500000000004 1 2022.5000000000002 115.96500000000002 189.44922000000003 176.53925000000004 169.68000000000004 217.36500000000004 241.78314000000003 233.80500000000004 255.10500000000002 166.68000000000004 206.27675000000002 259.57500000000005 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 -1 6 7 8 -5 11 -7 12 13 14 -2 -11 right_child=2 -3 -4 5 -6 10 -8 -9 -10 15 -12 -13 -14 -15 -16 -17 leaf_value=-0.014672754324399509 0.00037913386660710154 0.57337577694654462 -0.21121052715927363 0.0036157013009153224 0.30351176424104659 0.34964056881991296 -0.33161572585503257 0.35263548933941385 0.30187074537460623 -0.13802045490430748 0.0433665433883667 -0.19118503822730137 -0.18881429899306526 0.21941511324473792 -0.20860795821462358 -0.17826902720061216 leaf_weight=65 12020 20 32 862 61 22 24 23 26 23 25 26 21 28 28 22 leaf_count=65 12020 20 32 862 61 22 24 23 26 23 25 26 21 28 28 22 internal_value=0 0.042989 -0.00146857 0.0338032 0.129121 0.0200539 0.0118901 0.0209396 0.0123484 -0.000918188 0.186729 -0.00033623 7.39596e-05 0.000402434 -0.00010656 -0.157698 internal_weight=0 1128 12200 1108 126 982 935 911 888 12168 47 12123 12097 12076 12048 45 internal_count=13328 1128 12200 1108 126 982 935 911 888 12168 47 12123 12097 12076 12048 45 cat_boundaries=0 4 8 cat_threshold=512 2097216 3238592768 2228768 0 0 1074266368 131104 is_linear=0 shrinkage=0.01 Tree=655 num_leaves=13 num_cat=3 split_feature=4 4 25 8 1 4 8 25 26 25 14 16 split_gain=32557.1 24414.9 21834.7 22357 26470.6 32545.9 16346.3 16804.2 26593.5 8093.54 6598.2 6911.6 threshold=365.72000000000008 279.07800000000003 0 129.81200000000004 128.13850000000005 21.660000000000004 263.93200000000007 1 2022.5000000000002 2 170.05500000000004 185.73222000000001 decision_type=2 2 9 2 2 2 2 9 2 9 2 2 left_child=1 2 3 4 5 9 7 8 -4 -1 11 -9 right_child=-2 -3 6 -5 -6 -7 -8 10 -10 -11 -12 -13 leaf_value=-0.14540239436592128 -0.39406905798684982 0.3328410174629905 -0.015837128181611336 -0.38854470056295398 0.2698295534133911 0.33335230708122254 0.27459263021295721 0.00061724152390300196 0.2862302830327641 -0.051287145807629539 -0.17649157728467668 0.18666314733028411 leaf_weight=129 21 22 62 20 25 20 22 12543 55 410 21 20 leaf_count=129 21 22 62 20 25 20 22 12543 55 410 21 20 internal_value=0 -1.62064e-05 -0.000565682 -0.0588105 -0.0485253 -0.0627629 0.00224384 0.00177386 0.116226 -0.0774611 0.000616881 0.000913422 internal_weight=0 13349 13327 604 584 559 12723 12701 117 539 12584 12563 internal_count=13370 13349 13327 604 584 559 12723 12701 117 539 12584 12563 cat_boundaries=0 4 7 9 cat_threshold=1 32832 3221291008 139264 16384 16384 2097408 0 64 is_linear=0 shrinkage=0.01 Tree=656 num_leaves=10 num_cat=0 split_feature=4 4 15 3 0 5 8 10 0 split_gain=31909 23929.3 13796.3 11686.5 12027.4 5249.24 67523.8 17095.4 4077.72 threshold=365.72000000000008 279.07800000000003 237.02500000000003 344.25000000000006 269.79925000000003 27.130000000000006 31.809000000000005 206.27675000000002 376.61250000000007 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -6 right_child=-2 -3 -4 -5 8 6 -8 -9 -10 leaf_value=0.00036402492874673177 -0.39012837086405072 0.32951260046525432 -0.25667264370691206 -0.23587313197907947 -0.24813619318008426 -0.0065133712231443177 0.50967103353568488 -0.2427040913803824 -0.056565169334411629 leaf_weight=12916 21 22 21 21 25 267 28 29 20 leaf_count=12916 21 22 21 21 25 267 28 29 20 internal_value=0 -1.75179e-05 -0.000561501 -0.000157297 0.000215306 0.000770019 0.0424804 -0.000180508 -0.162994 internal_weight=0 13349 13327 13306 13285 13240 295 12945 45 internal_count=13370 13349 13327 13306 13285 13240 295 12945 45 is_linear=0 shrinkage=0.01 Tree=657 num_leaves=14 num_cat=3 split_feature=4 4 25 1 4 25 26 25 26 6 6 11 2 split_gain=31274 23453.1 21365.4 15099.5 22107.2 13235.7 30285.1 9125.02 7803.64 6453.35 8426.43 6311.94 4973.02 threshold=365.72000000000008 279.07800000000003 0 128.13850000000005 29.353500000000004 1 2022.5000000000002 2 2022.5000000000002 227.06475000000003 149.26580000000004 229.26450000000003 33.934605000000012 decision_type=2 2 9 2 2 9 2 9 2 2 2 2 2 left_child=1 2 3 4 7 6 -4 8 -1 10 11 -7 -9 right_child=-2 -3 5 -5 -6 9 -8 12 -10 -11 -12 -13 -14 leaf_value=-0.092006144769051501 -0.38622708212761653 0.32621748230674052 -0.035682069195641417 0.15957057110468548 0.2479015366236369 0.0014787989377392514 0.26454165693313358 -0.064352476072696896 -0.24648157285792485 -0.13074295121270257 0.19705505558035591 -0.16433339523232501 0.097209131121635442 leaf_weight=68 21 22 72 30 21 12506 63 402 63 37 22 23 20 leaf_count=68 21 22 72 30 21 12506 63 402 63 37 22 23 20 internal_value=0 -1.73426e-05 -0.000555886 -0.0581714 -0.070565 0.00222327 0.0972208 -0.0826587 -0.154502 0.00112811 0.00151776 0.00117441 -0.0553831 internal_weight=0 13349 13327 604 574 12723 135 553 131 12588 12551 12529 422 internal_count=13370 13349 13327 604 574 12723 135 553 131 12588 12551 12529 422 cat_boundaries=0 4 7 9 cat_threshold=1 32832 3221291008 139264 0 16 256 0 64 is_linear=0 shrinkage=0.01 Tree=658 num_leaves=13 num_cat=4 split_feature=4 4 25 8 1 4 8 25 26 25 11 24 split_gain=30651.6 22986.3 20940.2 22046.1 25660.8 31450.4 15978.8 16483 26036.8 7775.37 7736.75 6886.29 threshold=365.72000000000008 279.07800000000003 0 129.81200000000004 128.13850000000005 21.660000000000004 263.93200000000007 1 2022.5000000000002 2 184.96521500000003 3 decision_type=2 2 9 2 2 2 2 9 2 9 2 1 left_child=1 2 3 4 5 9 7 8 -4 -1 11 -9 right_child=-2 -3 6 -5 -6 -7 -8 10 -10 -11 -12 -13 leaf_value=-0.14241476007717119 -0.38236481575738818 0.32295529885725544 -0.015576860770102469 -0.38500996953248978 0.26608463058471682 0.32801067590713501 0.27147058140147817 0.009761768191171135 0.28331199128519408 -0.050182206010889442 -0.14787962937355043 -0.0052522505691277033 leaf_weight=129 21 22 62 20 25 20 22 5227 55 410 35 7322 leaf_count=129 21 22 62 20 25 20 22 5227 55 410 35 7322 internal_value=0 -1.71693e-05 -0.000550327 -0.0575897 -0.0473628 -0.061381 0.00220104 0.00173636 0.11509 -0.0758296 0.000590527 0.00100509 internal_weight=0 13349 13327 604 584 559 12723 12701 117 539 12584 12549 internal_count=13370 13349 13327 604 584 559 12723 12701 117 539 12584 12549 cat_boundaries=0 4 7 9 10 cat_threshold=1 32832 3221291008 139264 16384 16384 2097408 0 64 3153 is_linear=0 shrinkage=0.01 Tree=659 num_leaves=18 num_cat=7 split_feature=25 8 8 24 25 25 24 1 0 0 20 3 3 25 24 0 0 split_gain=16175.6 35078.1 34365.4 21154.3 16088.2 11338.7 116706 9935.49 6638.43 29402.9 7021.94 6728.24 9645.33 3167.33 2938.75 2956.88 1852.3 threshold=0 206.27675000000002 263.93200000000007 1 2 3 4 8.3918550000000014 176.53925000000004 228.56250000000003 42.305000000000007 238.08750000000003 177.71725000000004 5 6 53.842000000000006 276.84975000000003 decision_type=9 2 2 1 9 9 1 2 2 2 2 2 2 9 1 2 2 left_child=1 3 5 7 -5 6 -2 13 10 -10 11 12 -7 -1 -6 -16 -11 right_child=2 -3 -4 4 14 8 -8 -9 9 16 -12 -13 -14 -15 15 -17 -18 leaf_value=-0.074467665562262905 0.29669800933677215 -0.45952634520828722 0.41625304794311524 0.089849693849195833 0.0055897408922513329 -0.00076894493548366235 -0.15294006270877386 0.099671550631523137 0.40912819748833068 0.018716234538866127 0.17048058365782101 -0.15287468170297555 0.19989890903234483 -0.17823990996723826 -0.046385746626626874 -0.17424857288599013 -0.10963111519813538 leaf_weight=120 105 20 20 143 125 12257 108 20 21 23 24 29 24 100 189 20 22 leaf_count=120 105 20 20 143 125 12257 108 20 21 23 24 29 24 100 189 20 22 internal_value=0 -0.0458294 0.0020596 -0.0349289 0.00461959 0.00140446 0.0720778 -0.109175 0.000132237 0.100156 -0.000402888 -0.000736048 -0.000376792 -0.133124 -0.0334223 -0.0559446 -0.0440314 internal_weight=0 737 12633 717 477 12613 213 240 12400 66 12334 12310 12281 220 334 209 45 internal_count=13370 737 12633 717 477 12613 213 240 12400 66 12334 12310 12281 220 334 209 45 cat_boundaries=0 4 5 9 12 13 17 18 cat_threshold=4194305 32832 3223388160 172544 1360 0 64 2097152 32768 16384 16400 16640 1590 1 32768 2147483648 512 548 is_linear=0 shrinkage=0.01 Tree=660 num_leaves=22 num_cat=3 split_feature=25 5 25 26 10 7 6 2 4 14 9 1 3 1 25 3 3 5 5 6 2 split_gain=19025.1 28572.2 16704.7 20569.8 10571.9 17881.9 17878.2 14696 11447.5 10186.4 7418.95 6279.32 51288.5 6538.86 4863.83 6618.21 5918.88 3969.78 6628.73 1787.76 892.154 threshold=0 27.130000000000006 1 2022.5000000000002 31.964640000000006 39.245000000000012 29.757000000000005 31.872000000000003 30.100200000000005 170.05500000000004 149.68000000000004 51.072690000000009 2.8373970000000006 200.13000000000002 2 55.458140000000007 177.71725000000004 55.082710000000006 279.07800000000003 149.26580000000004 219.40000000000003 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 4 3 -2 5 6 7 8 -1 10 11 14 13 -13 15 -4 -16 -3 -19 -8 -9 right_child=2 17 9 -5 -6 -7 19 20 -10 -11 -12 12 -14 -15 16 -17 -18 18 -20 -21 -22 leaf_value=-0.073200324625379315 0.00095555890904794826 0.27622889447212223 0.029385157735006096 0.21009878781708805 -0.25292368147108291 0.187919571608305 0.20567443828284743 0.16299502670764923 -0.27572706142376208 0.22651274943351746 -0.15385670202393686 0.036630167319722802 0.52366922151474726 -0.1193024619786363 -0.0018698268206630204 -0.11107937199728829 0.16617457378478279 -0.011796627251998237 0.23100203774192118 0.077659566005070998 0.068541148006916047 leaf_weight=742 101 20 806 88 27 30 20 20 29 20 31 92 21 38 11009 35 21 23 22 24 20 leaf_count=742 101 20 806 88 27 30 20 20 29 20 31 92 21 38 11009 35 21 23 22 24 20 internal_value=0 -0.0431193 0.00251637 0.093393 -0.0579978 -0.052051 -0.060471 -0.0711221 -0.0808181 0.0010176 0.000644269 0.00104267 0.0651228 -0.00895014 0.000227563 0.0232628 -0.00154848 0.159005 0.106905 0.135848 0.115768 internal_weight=0 977 12262 189 912 885 855 811 771 12073 12053 12022 151 130 11871 841 11030 65 45 44 40 internal_count=13239 977 12262 189 912 885 855 811 771 12073 12053 12022 151 130 11871 841 11030 65 45 44 40 cat_boundaries=0 4 7 11 cat_threshold=71303680 1073750080 1111507968 16818176 0 16400 524544 134234112 2720256 2555904 2097184 is_linear=0 shrinkage=0.01 Tree=661 num_leaves=14 num_cat=2 split_feature=8 25 26 25 2 6 12 4 5 18 4 6 2 split_gain=24950.3 25354.6 50539.1 16657.4 21225.6 17162.6 20127.1 23998.3 11630.8 7758.57 9142.62 13267.2 9890.07 threshold=239.51250000000002 0 2022.5000000000002 1 67.575000000000003 195.14400000000003 18.794500000000003 37.82800000000001 284.98750000000007 90.340000000000018 51.726358500000011 211.12500000000003 18.645000000000003 decision_type=2 9 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 7 -3 9 10 11 -5 -12 right_child=-2 3 -4 8 -6 -7 -8 -9 -10 -11 12 -13 -14 leaf_value=-0.045439209214278631 -0.27141851852921878 -0.061423969010834863 0.39196971719264989 0.00086298591704028554 0.21416874090830487 0.23189024591445923 0.24779833877086638 -0.34595610987755565 0.24232790899276732 -0.18664485974745318 0.042590237067591755 -0.21706475070544654 0.26061812548637392 leaf_weight=56 34 677 50 12102 30 20 20 31 20 22 124 28 25 leaf_count=56 34 677 50 12102 30 20 20 31 20 22 124 28 25 internal_value=0 -0.000176667 0.147016 -0.00147889 -0.0460531 -0.0571055 -0.0650449 -0.0738823 0.00137078 0.000980123 0.00131629 0.000359938 0.0791721 internal_weight=0 13205 106 13099 778 748 728 708 12321 12301 12279 12130 149 internal_count=13239 13205 106 13099 778 748 728 708 12321 12301 12279 12130 149 cat_boundaries=0 3 7 cat_threshold=0 16384 2621696 71303680 0 1111507968 16818176 is_linear=0 shrinkage=0.01 Tree=662 num_leaves=20 num_cat=2 split_feature=25 5 25 26 0 6 4 2 14 10 9 0 1 3 0 5 5 26 6 split_gain=18306.7 27933.1 16201.2 19879.1 14125.7 17486.5 22687.2 13258.2 9976.7 9359 7268.32 10636.3 8786.82 47673.5 6015.76 3898.59 6443.72 3857.57 2365.94 threshold=0 27.130000000000006 1 2022.5000000000002 32.559500000000007 29.757000000000005 238.08750000000003 219.40000000000003 170.05500000000004 31.964640000000006 149.68000000000004 211.57500000000002 51.072690000000009 2.8373970000000006 148.98750000000004 55.082710000000006 279.07800000000003 2022.5000000000002 206.27675000000002 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -2 5 6 7 9 10 -1 11 12 14 -14 -4 -3 -17 -6 -7 right_child=2 15 8 -5 17 18 -8 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 leaf_value=-0.06608774405570432 0.0011014350570074402 0.27372614765167236 -0.00011235616812449377 0.20670359160412444 -0.28686825587831694 0.23294147679209709 0.27602697086334227 0.18288184063775198 0.22415501475334168 -0.28528217595815658 -0.15230079021425016 0.17763817674973431 0.0035557769894599919 0.51848812784467424 -0.15859449426333108 -0.011106074996616529 0.22828020962801848 -0.12878095308939616 0.080967633837745301 leaf_weight=748 101 20 11818 88 29 20 20 21 20 20 31 34 125 21 24 23 22 33 21 leaf_count=748 101 20 11818 88 29 20 20 21 20 20 31 34 125 21 24 23 22 33 21 internal_value=0 -0.0422966 0.00246914 0.0919656 -0.0570044 -0.0463754 -0.0565862 -0.0650174 0.000993139 -0.0717959 0.000623662 0.00101799 0.00051707 0.0776214 -0.000433549 0.157558 0.105927 -0.202725 0.155101 internal_weight=0 977 12262 189 912 850 809 789 12073 768 12053 12022 11988 146 11842 65 45 62 41 internal_count=13239 977 12262 189 912 850 809 789 12073 768 12053 12022 11988 146 11842 65 45 62 41 cat_boundaries=0 4 7 cat_threshold=71303680 1073750080 1111507968 16818176 0 16400 524544 is_linear=0 shrinkage=0.01 Tree=663 num_leaves=13 num_cat=2 split_feature=8 25 26 25 7 2 6 12 4 10 4 1 split_gain=24553.2 24646.1 49224.7 16007.7 23463.3 20505.4 16683.5 19700.2 23690.7 14259.3 24613 21691.5 threshold=239.51250000000002 0 2022.5000000000002 1 211.12500000000003 67.575000000000003 195.14400000000003 18.794500000000003 37.82800000000001 211.12500000000003 272.07425000000006 255.10500000000002 decision_type=2 9 2 9 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 9 6 7 8 -3 10 11 -5 right_child=-2 3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.044992149387087135 -0.26923958992256841 -0.060199523721347001 0.3866912220835686 4.1718857036533534e-05 0.25278934720802954 0.21062563379605612 0.22892667412757875 0.24567284178733825 -0.34290271197595906 0.23452712966845585 -0.34196646792548047 0.27869417385331224 leaf_weight=56 34 677 50 12209 37 30 20 20 31 26 21 28 leaf_count=56 34 677 50 12209 37 30 20 20 31 26 21 28 internal_value=0 -0.000164855 0.144957 -0.00144877 0.00134477 -0.0451451 -0.0560068 -0.0638346 -0.0725778 0.000588505 9.2306e-05 0.000679315 internal_weight=0 13205 106 13099 12321 778 748 728 708 12284 12258 12237 internal_count=13239 13205 106 13099 12321 778 748 728 708 12284 12258 12237 cat_boundaries=0 3 7 cat_threshold=0 16384 2621696 71303680 0 1111507968 16818176 is_linear=0 shrinkage=0.01 Tree=664 num_leaves=15 num_cat=3 split_feature=8 25 26 9 25 7 24 2 10 3 4 3 10 26 split_gain=24064.6 20865 25363 15612.3 18920.3 27631.1 18281.8 11280.1 5171.43 12220.8 6179.72 7829.73 2562.47 2171.57 threshold=239.51250000000002 0 2022.5000000000002 223.50400000000005 1 36.89500000000001 2 22.196000000000005 30.599500000000003 2.1320000000000001 228.18750000000003 255.10500000000002 111.50200000000001 2022.5000000000002 decision_type=2 9 2 2 9 2 1 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 13 -8 10 12 11 -6 -10 -3 right_child=-2 3 -4 -5 8 -7 7 -9 9 -11 -12 -13 -14 -15 leaf_value=0.0012727425358082989 -0.26654720067977905 -0.15733966166153551 0.23644480714663155 0.21230537486426973 0.00076134817976894421 0.25168378665529451 -0.052411629474681365 0.10871533941715322 -0.019812199924673354 0.26176741933822634 -0.1457278373323638 -0.1924986812046596 0.078989589700386637 -0.24860000682148067 leaf_weight=101 34 64 84 34 12040 29 575 47 70 25 29 21 42 44 leaf_count=101 34 64 84 34 12040 29 575 47 70 25 29 21 42 44 internal_value=0 -0.000163206 0.102512 -0.00169954 -0.00226116 -0.0503724 -0.0630619 -0.0395998 0.000765951 0.0618605 7.42806e-05 0.000424854 0.0172385 -0.178035 internal_weight=0 13205 185 13020 12986 759 730 622 12227 137 12090 12061 112 108 internal_count=13239 13205 185 13020 12986 759 730 622 12227 137 12090 12061 112 108 cat_boundaries=0 3 7 8 cat_threshold=0 16400 524544 67109376 64 4210688 16818176 96 is_linear=0 shrinkage=0.01 Tree=665 num_leaves=23 num_cat=7 split_feature=25 4 24 26 26 3 25 10 8 24 5 25 5 4 25 0 5 5 25 26 5 0 split_gain=22317 66353.8 59331.6 60680.5 16692.8 11331.6 6015.52 15152.9 10757.6 7494.42 20318.8 17887.2 12933.6 11902.3 9147.9 12793.1 7143.19 4986.72 4792.12 4160.82 1384.95 1320.43 threshold=0 29.353500000000004 1 2022.5000000000002 2022.5000000000002 279.07800000000003 2 149.68000000000004 172.87500000000003 3 176.53925000000004 4 1.0755000000000003 37.82800000000001 5 241.78314000000003 189.44922000000003 39.872500000000009 6 2022.5000000000002 242.42064000000002 0.53315500000000005 decision_type=9 2 1 2 2 2 9 2 2 1 2 9 2 2 9 2 2 2 9 2 2 2 left_child=1 2 4 -4 -1 6 9 8 16 11 14 12 21 17 19 -16 18 -13 -8 -11 -12 -2 right_child=5 -3 3 -5 -6 -7 7 -9 -10 10 20 13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.10481955254077913 0.049474579976048587 0.63121652716682075 0.11159640382712996 -0.30040354912479716 0.34379029378556369 -0.20969443522966824 0.056405464182222698 -0.26110721150818078 -0.2358080199956894 0.046017214248820049 0.29977257108688354 -0.027959689848379703 0.30748555079102519 -0.26068589637676876 0.0085095100740129638 0.26251080203056337 -0.17966580069583393 -0.17807241019995318 -0.0040521896124126903 0.15098488177571978 0.18349828629266646 -0.034522315661112468 leaf_weight=60 172 21 71 72 57 26 123 23 20 82 20 585 20 24 2322 20 23 23 9489 70 21 21 leaf_count=60 172 21 71 72 57 26 123 23 20 82 20 585 20 24 2322 20 23 23 9489 70 21 21 internal_value=0 0.0874057 0.0468443 -0.0895798 0.203821 -0.00113559 -0.000721195 -0.00473202 -0.00412618 0.0107452 0.0193322 -0.0149406 0.062486 -0.0416021 0.0157785 0.0106332 -0.00364527 -0.0336383 -0.00322408 0.088533 0.240217 0.040335 internal_weight=0 281 260 143 117 13084 13058 9678 9655 3380 2535 845 213 632 2494 2342 9635 608 9612 152 41 193 internal_count=13365 281 260 143 117 13084 13058 9678 9655 3380 2535 845 213 632 2494 2342 9635 608 9612 152 41 193 cat_boundaries=0 3 4 8 9 13 17 20 cat_threshold=256 16448 4718848 2728 206062097 2288558728 2166507520 16917024 2180 67108881 32768 0 512 0 2097152 2228224 131104 0 16 1073741824 is_linear=0 shrinkage=0.01 Tree=666 num_leaves=13 num_cat=4 split_feature=25 4 24 9 1 1 14 25 24 8 1 1 split_gain=21872.7 65033.3 58150.9 11429.7 8230.77 9305.03 7088.66 6934.62 16197.2 4918.43 3469.33 3832.95 threshold=0 29.353500000000004 1 257.43900000000002 205.12500000000003 128.13850000000005 192.44922000000003 2 3 111.46000000000001 255.10500000000002 290.58750000000009 decision_type=9 2 1 2 2 2 2 9 1 2 2 2 left_child=1 2 -1 4 5 6 7 8 -2 -9 -6 -12 right_child=3 -3 -4 -5 10 -7 -8 9 -10 -11 11 -13 leaf_value=0.20178241635870744 -0.019747225781309611 0.62490436281476702 -0.088684013785879603 -0.2288655823469162 -0.19189103305339814 0.17016305072233082 -0.16552331245862523 -0.0041493700754205755 0.02790358674658994 -0.161130120575428 0.050888087570667269 -0.13839946324410646 leaf_weight=117 1050 21 143 22 29 32 26 9678 2184 20 20 23 leaf_count=117 1050 21 143 22 29 32 26 9678 2184 20 20 23 internal_value=0 0.0865316 0.0463758 -0.00112383 -0.000741115 -0.00015013 -0.000570721 -0.000239081 0.0124194 -0.0044685 -0.107365 -0.0503587 internal_weight=0 281 260 13084 13062 12990 12958 12932 3234 9698 72 43 internal_count=13365 281 260 13084 13062 12990 12958 12932 3234 9698 72 43 cat_boundaries=0 3 4 8 9 cat_threshold=256 16448 4718848 2728 206062096 2288558744 3273803776 16916512 390 is_linear=0 shrinkage=0.01 Tree=667 num_leaves=15 num_cat=4 split_feature=25 24 26 9 3 25 10 6 24 0 0 5 3 26 split_gain=21456.6 50727.6 19725.1 11202.3 11152.5 6622.9 14863.9 8227.8 9799.53 20734.4 12429.7 8182.84 4696.33 2151.05 threshold=0 1 2022.5000000000002 257.43900000000002 279.07800000000003 2 149.68000000000004 218.62500000000003 3 211.57500000000002 117.56000000000002 176.53925000000004 131.43000000000004 2022.5000000000002 decision_type=9 1 2 2 2 9 2 2 1 2 2 2 2 2 left_child=1 2 -1 4 5 7 11 8 10 -10 -2 12 -7 -3 right_child=3 13 -4 -5 -6 6 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=0.059054643099124615 -0.01299474405412415 0.16659552610064129 -0.20704325127601625 -0.22657692665403542 -0.20763685428179227 -0.0037832701169962782 -0.25844306703494946 0.17394206662331857 0.016994791797186236 0.28147929867108662 -0.2439461028079192 -0.18834334005912146 0.14961334657669068 0.23795968779990839 leaf_weight=52 803 83 60 22 26 9605 23 31 2476 30 24 24 20 86 leaf_count=52 803 83 60 22 26 9605 23 31 2476 30 24 24 20 86 internal_value=0 0.0857052 -0.0766537 -0.00111253 -0.000733642 -0.000320978 -0.00452494 0.0117446 0.0102712 0.0200809 -0.0194618 -0.00392437 -0.00346452 0.191575 internal_weight=0 281 112 13084 13062 13036 9672 3364 3333 2506 827 9649 9625 169 internal_count=13365 281 112 13084 13062 13036 9672 3364 3333 2506 827 9649 9625 169 cat_boundaries=0 3 4 8 9 cat_threshold=256 16448 4718848 3141 206062097 2288558728 2166507520 16917024 2180 is_linear=0 shrinkage=0.01 Tree=668 num_leaves=15 num_cat=3 split_feature=25 4 24 26 26 9 3 25 20 10 6 5 8 5 split_gain=21029.6 63530 56658.2 59033.9 16369.2 10979.3 10930.6 6491.1 17147.6 14568.1 10249.7 18879 8428.59 6040.16 threshold=0 29.353500000000004 1 2022.5000000000002 2022.5000000000002 257.43900000000002 279.07800000000003 2 9.1636000000000006 149.68000000000004 218.62500000000003 228.56250000000003 121.37500000000001 189.44922000000003 decision_type=9 2 1 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 4 -4 -1 6 7 8 10 12 11 -2 13 -9 right_child=5 -3 3 -5 -6 -7 -8 9 -10 -11 -12 -13 -14 -15 leaf_value=0.10024887752532959 0.010558709693786262 0.6169378884633383 0.11032233223109179 -0.2960491959419515 0.33689183335555228 -0.22431115583939984 -0.20556048925106343 -0.0030695865330080396 0.30360052019357681 -0.25585864315862245 0.19709822876700039 -0.24144274107615155 -0.20400712223280046 -0.16895556807518006 leaf_weight=60 3285 21 71 72 57 22 26 9606 20 23 29 30 21 22 leaf_count=60 3285 21 71 72 57 22 26 9606 20 23 29 30 21 22 internal_value=0 0.0848481 0.045135 -0.0881219 0.198565 -0.00110141 -0.000726306 -0.000317769 0.0116271 -0.00447969 0.00991565 0.00827815 -0.00388513 -0.00344864 internal_weight=0 281 260 143 117 13084 13062 13036 3364 9672 3344 3315 9649 9628 internal_count=13365 281 260 143 117 13084 13062 13036 3364 9672 3344 3315 9649 9628 cat_boundaries=0 3 4 8 cat_threshold=256 16448 4718848 2728 206062097 2288558728 2166507520 16917024 is_linear=0 shrinkage=0.01 Tree=669 num_leaves=15 num_cat=2 split_feature=25 4 24 26 26 9 3 1 3 4 1 3 1 1 split_gain=20611.1 62265.8 55530.7 57859.1 16043.5 10760.9 10713.1 8110.13 9107.62 16644.5 11237.9 8891.71 3395.63 3779.49 threshold=0 29.353500000000004 1 2022.5000000000002 2022.5000000000002 257.43900000000002 279.07800000000003 205.12500000000003 131.43000000000004 279.07800000000003 128.13850000000005 189.44922000000003 255.10500000000002 290.58750000000009 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 -1 6 7 8 9 10 -2 -10 -9 -14 right_child=5 -3 3 -5 -6 -7 -8 12 11 -11 -12 -13 13 -15 leaf_value=0.099246391932169595 -0.00022432125076413329 0.61076850561868579 0.1092191099113142 -0.29308870587911867 0.33352291165736681 -0.22206804492256857 -0.20350488350941587 -0.18977709903799256 0.29597274601459506 -0.25806566057205199 0.20033156012850151 0.035477447384282164 0.050782178819179534 -0.1371805511350217 leaf_weight=60 12853 21 71 72 57 22 26 29 20 25 28 38 20 23 leaf_count=60 12853 21 71 72 57 22 26 29 20 25 28 38 20 23 internal_value=0 0.0839996 0.0446837 -0.0872407 0.196579 -0.00109039 -0.000719042 -0.000314591 0.000273221 -0.000288669 0.000211636 0.125303 -0.106153 -0.049756 internal_weight=0 281 260 143 117 13084 13062 13036 12964 12906 12881 58 72 43 internal_count=13365 281 260 143 117 13084 13062 13036 12964 12906 12881 58 72 43 cat_boundaries=0 3 4 cat_threshold=256 16448 4718848 2728 is_linear=0 shrinkage=0.01 Tree=670 num_leaves=13 num_cat=3 split_feature=25 24 25 26 1 10 8 26 16 5 26 26 split_gain=23029.4 32417.4 16407.9 16122.2 7129.32 18308.6 9313.17 6375.25 5884.45 9136.73 1317.28 228.542 threshold=0 1 2 2022.5000000000002 217.36500000000004 239.51250000000002 255.10500000000002 2022.5000000000002 185.73222000000001 272.07425000000006 2022.5000000000002 2022.5000000000002 decision_type=9 1 9 2 2 2 2 2 2 2 2 2 left_child=1 3 7 -1 5 6 8 -2 9 -4 -6 -3 right_child=2 11 4 -5 10 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.11530554304122925 0.05687210752118018 -0.0047452345575605117 0.00028140627182547451 -0.36563263133449375 -0.048338659107685089 0.296044377826509 0.21615685892105102 0.2062422706496041 0.16745539914994012 -0.19920908803525181 -0.1500737511260169 0.020718060547197367 leaf_weight=50 62 70 12768 53 20 21 20 53 21 23 35 71 leaf_count=50 62 70 12768 53 20 21 20 53 21 23 35 71 internal_value=0 -0.0945078 0.00163473 -0.222512 0.000530149 0.00101671 0.000533891 0.115655 0.000197295 -7.73054e-05 -0.113079 0.00754183 internal_weight=0 244 13023 103 12908 12853 12832 115 12812 12791 55 141 internal_count=13267 244 13023 103 12908 12853 12832 115 12812 12791 55 141 cat_boundaries=0 4 5 8 cat_threshold=0 64 35651584 32768 484 67108864 16384 256 is_linear=0 shrinkage=0.01 Tree=671 num_leaves=9 num_cat=0 split_feature=4 4 5 0 8 0 26 3 split_gain=18121.3 24757.1 14572.2 11248.5 10956.8 10951.4 25074.5 17836 threshold=365.72000000000008 272.07425000000006 287.60640000000006 365.72000000000008 272.07425000000006 176.53925000000004 2022.5000000000002 333.3454000000001 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=0.00065380209914974623 -0.29372371423812144 0.32114960749944055 -0.23682823584629942 -0.22578272646123712 -0.21294701576232911 0.3352046040445566 -0.018054425197618979 -0.28431936003945091 leaf_weight=13042 21 24 26 22 24 32 54 22 leaf_count=13042 21 24 26 22 24 32 54 22 internal_value=0 0.000263897 -0.000318561 0.000147433 0.000524726 0.000914332 0.113391 0.000173902 internal_weight=0 13246 13222 13196 13174 13150 86 13064 internal_count=13267 13246 13222 13196 13174 13150 86 13064 is_linear=0 shrinkage=0.01 Tree=672 num_leaves=16 num_cat=3 split_feature=25 24 25 26 26 8 0 0 16 0 18 2 18 26 0 split_gain=22482.1 31699.3 16119.7 15781.5 8134.28 7049.07 7930.52 16707.5 6732.92 5673.91 5069.03 5945.81 755.579 228.968 7.76428 threshold=0 1 2 2022.5000000000002 2022.5000000000002 263.93200000000007 176.53925000000004 220.33000000000001 185.73222000000001 333.3454000000001 30.473500000000005 47.321700000000014 90.340000000000018 2022.5000000000002 259.57500000000005 decision_type=9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 -1 -2 6 8 -8 10 14 11 -4 -12 -3 -9 right_child=2 13 5 -5 -6 -7 7 9 -10 -11 12 -13 -14 -15 -16 leaf_value=-0.11386562466621399 0.041852368295192718 -0.0047706249441419333 -0.0012100398095118421 -0.36153346900951183 0.19914258906918189 0.1880413293838501 0.28173329414859899 -0.061436133086681367 0.18280953097343447 0.13141605523499578 -0.065510860869759005 0.056052061497517257 -0.13915062481706794 0.020716377782150054 -0.06987251675128936 leaf_weight=50 70 70 12510 53 62 20 31 24 20 22 38 184 22 71 20 leaf_count=50 70 70 12510 53 62 20 31 24 20 22 38 184 22 71 20 internal_value=0 -0.0933765 0.0016168 -0.219952 0.107581 0.000449209 0.000158062 0.0902368 -0.000525955 0.00029145 -0.00081345 -0.000380024 -0.0925121 0.00752927 -0.0652709 internal_weight=0 244 13023 103 132 12891 12871 97 12774 66 12754 12694 60 141 44 internal_count=13267 244 13023 103 132 12891 12871 97 12774 66 12754 12694 60 141 44 cat_boundaries=0 4 5 9 cat_threshold=0 64 35651584 32768 484 67108864 16384 256 32 is_linear=0 shrinkage=0.01 Tree=673 num_leaves=9 num_cat=0 split_feature=4 4 5 0 8 0 26 3 split_gain=17688.4 24317.6 14224 11098.2 10832.5 10587.6 24536.7 17481.5 threshold=365.72000000000008 272.07425000000006 287.60640000000006 365.72000000000008 272.07425000000006 176.53925000000004 2022.5000000000002 333.3454000000001 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=0.00065467275825500937 -0.29019231478373214 0.31828697919845583 -0.23398168087005616 -0.22426985480568626 -0.21173674027125042 0.33092241957783702 -0.01852802402443356 -0.28147218606688762 leaf_weight=13042 21 24 26 22 24 32 54 22 leaf_count=13042 21 24 26 22 24 32 54 22 internal_value=0 0.000262313 -0.000314951 0.000145441 0.000520205 0.000907594 0.1115 0.000179566 internal_weight=0 13246 13222 13196 13174 13150 86 13064 internal_count=13267 13246 13222 13196 13174 13150 86 13064 is_linear=0 shrinkage=0.01 Tree=674 num_leaves=9 num_cat=0 split_feature=4 4 5 0 8 0 3 0 split_gain=17336.4 23833.7 13940.9 10877.3 10616.9 10376.9 17133.7 13540.9 threshold=365.72000000000008 272.07425000000006 287.60640000000006 365.72000000000008 272.07425000000006 176.53925000000004 333.3454000000001 220.33000000000001 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=0.00064812595895936422 -0.28729039419265023 0.31510411341985067 -0.23164186624380256 -0.22202716133811259 -0.20961937665939331 0.27752308507119455 -0.27865746010433545 0.016179973591457716 leaf_weight=13042 21 24 26 22 24 31 22 55 leaf_count=13042 21 24 26 22 24 31 22 55 internal_value=0 0.00025969 -0.000311802 0.000143987 0.000515003 0.000898518 0.000177771 0.110385 internal_weight=0 13246 13222 13196 13174 13150 13064 86 internal_count=13267 13246 13222 13196 13174 13150 13064 86 is_linear=0 shrinkage=0.01 Tree=675 num_leaves=10 num_cat=4 split_feature=25 9 7 0 4 25 24 25 26 split_gain=58293.5 27237.7 20718.3 12543.9 25749.4 16743.4 99586.4 11089.2 696.838 threshold=0 269.79925000000003 355.00000000000006 344.25000000000006 285.62500000000006 1 2 3 2022.5000000000002 decision_type=9 2 2 2 2 9 1 9 2 left_child=8 2 3 4 5 6 -2 -7 -1 right_child=1 -3 -4 -5 -6 7 -8 -9 -10 leaf_value=-0.22309856137503747 0.28978102922439575 0.36975383996963501 0.32204643678665162 0.22373056564331056 -0.3089813604178252 -0.067756043866872798 -0.049127381156152651 -0.00048796810622392693 -0.27584172664989126 leaf_weight=46 121 20 20 25 27 240 253 12444 55 leaf_count=46 121 20 20 25 27 240 253 12444 55 internal_value=0 0.000996309 0.000435365 -5.52696e-05 -0.000482831 0.00015505 0.0652105 -0.00181315 -0.229134 internal_weight=0 13150 13130 13110 13085 13058 374 12684 101 internal_count=13251 13150 13130 13110 13085 13058 374 12684 101 cat_boundaries=0 4 8 9 13 cat_threshold=0 16384 37748736 32768 134217728 0 2097408 131072 561 256 0 3221358592 512 is_linear=0 shrinkage=0.01 Tree=676 num_leaves=10 num_cat=5 split_feature=25 3 6 1 25 24 0 25 25 split_gain=57134.1 40112.8 12928.3 16397.8 13475.1 56081.6 18655.1 18244.2 12227.7 threshold=0 333.3454000000001 297.60100000000006 339.56250000000006 1 2 333.3454000000001 3 4 decision_type=9 2 2 2 9 1 2 9 9 left_child=-1 2 3 4 5 -2 8 -7 -6 right_child=1 -3 -4 -5 6 7 -8 -9 -10 leaf_value=-0.2268422553238568 0.2268578191257235 0.41823919358460798 0.22744589576721194 -0.26695215100827424 -0.054114445240697182 0.092947796300053606 0.29602960087004165 -0.054057440170041333 -0.00038921881903702211 leaf_weight=101 124 23 25 23 429 110 21 276 12119 leaf_count=101 124 23 25 23 429 110 21 276 12119 internal_value=0 0.000987656 0.000257336 -0.000176164 0.000292974 0.0501774 -0.00176965 -0.0108755 -0.00226945 internal_weight=0 13150 13127 13102 13079 510 12569 386 12548 internal_count=13251 13150 13127 13102 13079 510 12569 386 12548 cat_boundaries=0 4 8 9 13 17 cat_threshold=0 16384 37748736 32768 134234112 65536 2621696 8192 656 16384 65536 2097152 8192 256 64 3221637120 512 is_linear=0 shrinkage=0.01 Tree=677 num_leaves=8 num_cat=2 split_feature=25 9 7 1 0 25 4 split_gain=56099.5 26565.2 20181.3 16913.9 23109.8 26968.2 16336.6 threshold=0 269.79925000000003 355.00000000000006 339.56250000000006 344.25000000000006 1 285.62500000000006 decision_type=9 2 2 2 2 9 2 left_child=-1 2 3 4 5 -2 -7 right_child=1 -3 -4 -5 -6 6 -8 leaf_value=-0.22477819670428026 0.15369904073993718 0.36515622794628144 0.31784154486656191 -0.26528619974851608 0.32426060849970034 -0.00097513285094146906 -0.26211753209431965 leaf_weight=101 103 20 20 24 22 12937 24 leaf_count=101 103 20 20 24 22 12937 24 internal_value=0 0.000979384 0.000425405 -5.88298e-05 0.000427603 -0.000117738 -0.00145757 internal_weight=0 13150 13130 13110 13086 13064 12961 internal_count=13251 13150 13130 13110 13086 13064 12961 cat_boundaries=0 4 8 cat_threshold=0 16384 37748736 32768 0 0 2621696 131072 is_linear=0 shrinkage=0.01 Tree=678 num_leaves=12 num_cat=5 split_feature=25 3 6 1 25 24 26 0 25 25 26 split_gain=55083.3 39134.5 12596.5 15749.7 13093.5 55090.8 48234.9 17917.5 17873.4 12003.1 682.97 threshold=0 333.3454000000001 297.60100000000006 339.56250000000006 1 2 2022.5000000000002 333.3454000000001 3 4 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 9 9 2 left_child=10 2 3 4 5 6 -2 9 -7 -6 -1 right_child=1 -3 -4 -5 7 8 -8 -9 -10 -11 -12 leaf_value=-0.21635137266438939 0.042237724085323149 0.41310311410738076 0.22450404281616212 -0.26162976223489515 -0.053608529497625346 0.091724788084626196 0.43674600186802098 0.29010054066067648 -0.053784224563962091 -0.00037888203958344734 -0.26856710416620427 leaf_weight=46 61 23 25 23 429 110 63 21 276 12119 55 leaf_count=46 61 23 25 23 429 110 63 21 276 12119 55 internal_value=0 0.000970758 0.000249395 -0.000178507 0.000281267 0.0494542 0.224563 -0.00175193 -0.0110488 -0.00224176 -0.222733 internal_weight=0 13150 13127 13102 13079 510 124 12569 386 12548 101 internal_count=13251 13150 13127 13102 13079 510 124 12569 386 12548 101 cat_boundaries=0 4 8 9 13 17 cat_threshold=0 16384 37748736 32768 134234112 65536 2621696 8192 656 16384 65536 2097152 8192 256 64 3221637120 512 is_linear=0 shrinkage=0.01 Tree=679 num_leaves=15 num_cat=5 split_feature=25 3 25 24 26 0 2 4 0 25 3 24 26 26 split_gain=53987.1 38355.8 9460.44 56651.3 62348.2 21132.2 17253.4 13876.8 12904.4 12393.9 12520.7 6458.99 1428.16 669.379 threshold=0 333.3454000000001 1 2 2022.5000000000002 344.25000000000006 279.07800000000003 285.62500000000006 200.13000000000002 3 14.3635 4 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 2 2 2 9 2 1 2 2 left_child=13 2 3 4 -2 6 7 8 -4 12 11 -11 -5 -1 right_child=1 -3 5 9 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 leaf_value=-0.21418785906356314 0.01827971212565899 0.40897209136382395 -0.0014666275359186676 0.035065170401876622 0.46507847082419473 0.2949578102429708 0.25045758715382332 -0.265799911737442 -0.1460938471940256 -0.013823786502660708 0.17334168022329155 -0.11786556480725606 0.10589771835480706 -0.26588143019242721 leaf_weight=46 64 23 12474 55 61 24 27 20 62 119 22 140 59 55 leaf_count=46 64 23 12474 55 61 24 27 20 62 119 22 140 59 55 internal_value=0 0.000960929 0.000246779 0.0416352 0.218813 -0.00149221 -0.00205882 -0.00260183 -0.00218192 -0.0184519 -0.0537786 -0.0751471 0.0659399 -0.220506 internal_weight=0 13150 13127 520 125 12607 12583 12556 12536 395 281 259 114 101 internal_count=13251 13150 13127 520 125 12607 12583 12556 12536 395 281 259 114 101 cat_boundaries=0 4 8 9 13 14 cat_threshold=0 16384 37748736 32768 134234112 65536 2621696 8192 560 16384 65536 524288 8192 15 is_linear=0 shrinkage=0.01 Tree=680 num_leaves=12 num_cat=3 split_feature=25 4 25 3 6 25 6 9 6 26 26 split_gain=28803.3 26903.3 19369.1 15140.9 7841.76 7443.41 17059.1 7743.99 4878.89 2947.85 225.164 threshold=0 344.25000000000006 1 344.25000000000006 218.62500000000003 2 28.639500000000002 206.70431000000005 263.93200000000007 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 9 2 2 2 2 2 left_child=9 2 10 4 5 6 -4 -7 -6 -1 -2 right_child=1 -3 3 -5 8 7 -8 -9 -10 -11 -12 leaf_value=-0.11033031378152236 0.12739759032130241 0.34416380654210627 0.027813298218284866 -0.26757860603786648 0.23449353738264606 -0.0017412729572947149 -0.14998491632885166 -0.17451823376692258 0.045471653673383926 -0.21267808787027995 0.15659361664737975 leaf_weight=53 50 23 1484 21 22 11506 56 26 36 60 56 leaf_count=53 50 23 1484 21 22 11506 56 26 36 60 56 internal_value=0 0.00244807 0.00185706 0.000720303 0.00114997 0.000635191 0.0212102 -0.00212897 0.11717 -0.151286 0.13051 internal_weight=0 13280 13257 13151 13130 13072 1540 11532 58 113 106 internal_count=13393 13280 13257 13151 13130 13072 1540 11532 58 113 106 cat_boundaries=0 4 7 11 cat_threshold=256 0 2097152 40960 16384 16384 4194560 134218249 2171008 1108150272 16908832 is_linear=0 shrinkage=0.01 Tree=681 num_leaves=12 num_cat=2 split_feature=25 4 25 3 0 26 0 6 0 26 26 split_gain=28230.1 26367.9 18983.7 14839.6 8623.28 41562.1 18075.2 14599.8 8318.02 2889.19 220.683 threshold=0 344.25000000000006 1 344.25000000000006 217.36500000000004 2022.5000000000002 176.53925000000004 218.62500000000003 269.79925000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 2 left_child=9 2 10 4 6 -6 7 -4 -7 -1 -2 right_child=1 -3 3 -5 5 8 -8 -9 -10 -11 -12 leaf_value=-0.10922701388035182 0.12612363293766976 0.34072217091270113 0.00059016556463928175 -0.26490281888416833 0.2130530282020569 -0.15733230965478082 0.28811720067804514 0.17352936773884053 -0.43557463559237392 -0.21055131296316784 0.15502765526196785 leaf_weight=53 50 23 12991 21 25 21 22 49 22 60 56 leaf_count=53 50 23 12991 21 25 21 22 49 22 60 56 internal_value=0 0.00242358 0.00183849 0.0007131 0.00113847 -0.111181 0.00172319 0.00124001 -0.299689 -0.149773 0.129205 internal_weight=0 13280 13257 13151 13130 68 13062 13040 43 113 106 internal_count=13393 13280 13257 13151 13130 68 13062 13040 43 113 106 cat_boundaries=0 4 7 cat_threshold=256 0 2097152 40960 16384 16384 4194560 is_linear=0 shrinkage=0.01 Tree=682 num_leaves=9 num_cat=2 split_feature=25 4 25 3 0 0 6 0 split_gain=27668.3 25843.2 18605.9 14544.3 8451.68 17715.5 14309.3 237.792 threshold=0 344.25000000000006 1 344.25000000000006 217.36500000000004 176.53925000000004 218.62500000000003 269.79925000000003 decision_type=9 2 9 2 2 2 2 2 left_child=-1 2 -2 4 5 6 -4 -6 right_child=1 -3 3 -5 7 -7 -8 -9 leaf_value=-0.14827552009404191 0.12791254650929879 0.33731495090152908 0.00058426417339172245 -0.2622537985302153 -0.089639213623539091 0.28523603786121715 0.17179408238858593 -0.12718583938237785 leaf_weight=113 106 23 12991 21 31 22 49 37 leaf_count=113 106 23 12991 21 31 22 49 37 internal_value=0 0.00239935 0.0018201 0.000705969 0.00112708 0.00170596 0.00122761 -0.110069 internal_weight=0 13280 13257 13151 13130 13062 13040 68 internal_count=13393 13280 13257 13151 13130 13062 13040 68 cat_boundaries=0 4 7 cat_threshold=256 0 2097152 40960 16384 16384 4194560 is_linear=0 shrinkage=0.01 Tree=683 num_leaves=11 num_cat=2 split_feature=25 25 10 7 3 14 6 26 26 3 split_gain=27161.9 15395 22296.6 16484.5 15540.9 8838.88 10119.7 2831.69 747.791 676.841 threshold=0 1 273.29900000000004 355.00000000000006 230.65000000000003 182.65800000000004 218.62500000000003 2022.5000000000002 2022.5000000000002 272.07425000000006 decision_type=9 9 2 2 2 2 2 2 2 2 left_child=7 8 3 4 5 6 -3 -1 -2 -6 right_child=1 2 -4 -5 9 -7 -8 -9 -10 -11 leaf_value=-0.10665198679240245 0.099535198517573559 0.00092459302478989163 0.33499492657184604 0.28772509670257568 -0.2191655285358429 -0.18310325420819798 0.14639125217994056 -0.2069630434513092 0.15219828948777703 -0.14454939526896324 leaf_weight=53 52 13007 20 20 20 26 48 60 56 31 leaf_count=53 52 13007 20 20 20 26 48 60 56 31 internal_value=0 0.00237632 0.00135657 0.000850246 0.000413337 0.0010926 0.00145944 -0.146913 0.116093 -0.173811 internal_weight=0 13280 13172 13152 13132 13081 13055 113 108 51 internal_count=13393 13280 13172 13152 13132 13081 13055 113 108 51 cat_boundaries=0 4 7 cat_threshold=256 0 2097152 40960 16384 16384 4194560 is_linear=0 shrinkage=0.01 Tree=684 num_leaves=12 num_cat=2 split_feature=25 4 25 3 0 26 0 6 0 26 26 split_gain=26621.4 25251.7 17935.5 14140.5 8291.44 40740.3 17336.6 13802 8147.12 2775.34 208.404 threshold=0 344.25000000000006 1 344.25000000000006 217.36500000000004 2022.5000000000002 176.53925000000004 218.62500000000003 269.79925000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 2 left_child=9 2 10 4 6 -6 7 -4 -7 -1 -2 right_child=1 -3 3 -5 5 8 -8 -9 -10 -11 -12 leaf_value=-0.10558546639838308 0.12258790439590811 0.33341287633647093 0.00056963088726614815 -0.25859745422999064 0.21197674026489258 -0.15478420090107689 0.28215645790100097 0.1687172736440386 -0.43015332655473187 -0.20489340925216673 0.15067627841706521 leaf_weight=53 50 23 12991 21 25 21 22 49 22 60 56 leaf_count=53 50 23 12991 21 25 21 22 49 22 60 56 internal_value=0 0.00235256 0.00177996 0.000686095 0.00110131 -0.109036 0.00167468 0.00120147 -0.295671 -0.145444 0.12558 internal_weight=0 13280 13257 13151 13130 68 13062 13040 43 113 106 internal_count=13393 13280 13257 13151 13130 68 13062 13040 43 113 106 cat_boundaries=0 4 7 cat_threshold=256 0 2097152 40960 16384 16384 4194560 is_linear=0 shrinkage=0.01 Tree=685 num_leaves=11 num_cat=2 split_feature=25 0 0 8 1 20 5 25 26 0 split_gain=15067.8 11012.6 21547.2 16358.4 10612.9 8270.87 10743.1 9367.64 4065.13 176.307 threshold=0 220.33000000000001 176.53925000000004 263.93200000000007 6.3720000000000008 42.305000000000007 287.60640000000006 1 2022.5000000000002 293.85000000000008 decision_type=9 2 2 2 2 2 2 9 2 2 left_child=4 2 3 5 8 6 7 -2 -1 -3 right_child=1 9 -4 -5 -6 -7 -8 -9 -10 -11 leaf_value=0.16193600136448036 -0.086443955639536066 -0.11962081697426344 0.28693339127760664 0.28454243469238283 -0.12409031277611142 0.17650883594957684 -0.22281963857737455 -0.00079988148698941516 0.066352070616351233 -0.15381428478956222 leaf_weight=88 119 38 26 20 21 26 22 12868 90 25 leaf_count=88 119 38 26 20 21 26 22 12868 90 25 internal_value=0 -0.00129275 -0.000658499 -0.00123126 0.0842878 -0.00166973 -0.00202584 -0.00165182 0.113607 -0.13319 internal_weight=0 13144 13081 13055 199 13035 13009 12987 178 63 internal_count=13343 13144 13081 13055 199 13035 13009 12987 178 63 cat_boundaries=0 3 6 cat_threshold=0 16448 16640 0 0 16908288 is_linear=0 shrinkage=0.01 Tree=686 num_leaves=15 num_cat=5 split_feature=25 24 24 0 0 10 20 25 26 25 0 26 26 26 split_gain=14772.4 135872 25062.4 10692.6 20410.2 20417.2 10800.7 9699.83 7570.1 5126.59 1680.42 410.057 88.1415 9.54278 threshold=0 1 2 220.33000000000001 176.53925000000004 233.43000000000004 42.305000000000007 3 2022.5000000000002 4 293.85000000000008 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 1 2 2 2 2 9 2 9 2 2 2 2 left_child=1 11 13 4 5 6 7 12 -4 -9 -5 -1 -2 -3 right_child=3 2 8 10 -6 -7 -8 9 -10 -11 -12 -13 -14 -15 leaf_value=0.38804999974735999 -0.086846500396728518 0.037054208296316643 -0.10146317812434415 -0.094143129209677379 0.30321028275923295 -0.2993144628275996 0.21083566770888865 0.023378628163941009 -0.26112127147614955 -0.0022946219190069735 -0.20775469521222556 0.34940948801220584 -0.10404706885597924 0.031346108764410019 leaf_weight=57 65 54 57 30 22 23 24 822 62 11932 23 53 55 64 leaf_count=57 65 54 57 30 22 23 24 822 62 11932 23 53 55 64 internal_value=0 0.0635062 -0.0727362 -0.00169731 -0.00111817 -0.00163634 -0.00110551 -0.00150062 -0.170333 -0.000622952 -0.143446 0.338646 -0.0874432 0.0313053 internal_weight=0 347 237 12996 12943 12921 12898 12874 119 12754 53 110 120 118 internal_count=13343 347 237 12996 12943 12921 12898 12874 119 12754 53 110 120 118 cat_boundaries=0 3 4 5 8 12 cat_threshold=0 16464 1073758464 1576 2070 0 0 16908288 4210944 2147491848 2152532992 16949792 is_linear=0 shrinkage=0.01 Tree=687 num_leaves=12 num_cat=2 split_feature=25 0 0 10 8 1 25 20 1 26 0 split_gain=14558 10595 20711.5 31087.6 15973 10424.1 8624.94 10785 9914.43 3915.26 162.832 threshold=0 220.33000000000001 176.53925000000004 255.10500000000002 263.93200000000007 6.3720000000000008 1 42.305000000000007 1.9796 2022.5000000000002 293.85000000000008 decision_type=9 2 2 2 2 2 9 2 2 2 2 left_child=5 2 3 4 6 9 8 -8 -2 -1 -3 right_child=1 10 -4 -5 -6 -7 7 -9 -10 -11 -12 leaf_value=0.15930151923813604 0.021850270414956758 -0.11760317215794011 0.2813108121431791 -0.39516491174697876 0.28178072166442869 -0.12370132900419689 -0.0034644248159434012 0.20872730187450844 0.16025523453950882 0.065496121452914349 -0.15046397463679315 leaf_weight=88 683 38 26 20 20 21 12252 24 56 90 25 leaf_count=88 683 38 26 20 20 21 12252 24 56 90 25 internal_value=0 -0.00127131 -0.000649205 -0.00121075 -0.000606293 0.0828491 -0.00104023 -0.0030471 0.0319066 0.111872 -0.130643 internal_weight=0 13144 13081 13055 13035 199 13015 12276 739 178 63 internal_count=13343 13144 13081 13055 13035 199 13015 12276 739 178 63 cat_boundaries=0 3 7 cat_threshold=0 16448 16640 4210944 532496 3222078464 16949792 is_linear=0 shrinkage=0.01 Tree=688 num_leaves=16 num_cat=4 split_feature=25 1 25 24 4 7 7 14 6 25 26 26 26 4 26 split_gain=14268.3 10216.6 8709.53 39335.3 5876.79 8363.58 8937.93 9396.56 8247.44 5397.45 4332.67 3837.35 2842.72 2214.12 1792.77 threshold=0 6.3720000000000008 1 2 216.24000000000004 255.10500000000002 206.27675000000002 112.45500000000001 218.62500000000003 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 255.10500000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 2 2 2 9 2 2 2 2 2 left_child=1 11 3 14 5 6 7 8 -4 12 -11 -1 -5 -6 -2 right_child=2 -3 4 9 13 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=0.15770850263535977 0.14976204437868934 -0.12246431350708008 -0.000305786525937249 -0.11337643084071931 0.18822851562499998 -0.18304111702591183 0.20617795376550582 -0.16631795721019019 0.14351350063085558 -0.12903267322048065 -0.25037964173725674 0.064841167271137243 -0.019112556640918439 0.054886704502683702 0.069744872418897486 leaf_weight=88 56 21 12613 63 20 25 21 34 40 62 56 90 65 33 56 leaf_count=88 56 21 12613 63 20 25 21 34 40 62 56 90 65 33 56 internal_value=0 0.0820206 -0.00125859 -0.0492226 0.000121787 -0.000315515 4.39551e-05 -0.000297246 0.00014887 -0.118775 -0.172041 0.110753 -0.0607611 0.105204 0.100757 internal_weight=0 199 13144 358 12786 12733 12708 12687 12653 246 118 178 128 53 112 internal_count=13343 199 13144 358 12786 12733 12708 12687 12653 246 118 178 128 53 112 cat_boundaries=0 3 7 8 11 cat_threshold=0 16448 16640 0 2097280 52559872 131072 864 0 128 50462720 is_linear=0 shrinkage=0.01 Tree=689 num_leaves=13 num_cat=3 split_feature=25 0 0 10 8 1 25 24 20 26 26 0 split_gain=13984.4 10375.6 27708.4 30452.2 15685.7 10013.3 8104.55 37238 11016.9 3760.99 673.469 2772.14 threshold=0 200.13000000000002 148.98750000000004 255.10500000000002 263.93200000000007 6.3720000000000008 1 2 42.305000000000007 2022.5000000000002 2022.5000000000002 259.57500000000005 decision_type=9 2 2 2 2 2 9 1 2 2 2 2 left_child=5 2 3 4 6 9 7 -2 -8 -1 -3 -12 right_child=1 10 -4 -5 -6 -7 8 -9 -10 -11 11 -13 leaf_value=0.15613142189654439 0.18500012174248695 -0.157794117469054 0.34622381847837697 -0.39107922548055646 0.27926292991638185 -0.12123966807410831 -0.003357021484980547 -0.0015246673798761691 0.21570779188819555 0.064192749175760483 -0.025203472729082459 -0.17133946080207824 leaf_weight=88 120 26 23 20 20 21 12246 614 23 90 27 25 leaf_count=88 120 26 23 20 20 21 12246 614 23 90 27 25 internal_value=0 -0.00124601 -0.00056049 -0.00117201 -0.000573211 0.0812004 -0.00100363 0.0310465 -0.00294395 0.109646 -0.116239 -0.0954612 internal_weight=0 13144 13066 13043 13023 199 13003 734 12269 178 78 52 internal_count=13343 13144 13066 13043 13023 199 13003 734 12269 178 78 52 cat_boundaries=0 3 7 8 cat_threshold=0 16448 16640 4210944 532496 3222078464 16949792 160 is_linear=0 shrinkage=0.01 Tree=690 num_leaves=11 num_cat=0 split_feature=4 4 3 0 0 2 1 26 0 2 split_gain=37074.1 41705.7 29936.2 18742.7 19498.2 14095.3 16060.8 2983.35 3701.35 372.373 threshold=365.72000000000008 272.07425000000006 344.25000000000006 220.33000000000001 176.53925000000004 255.10500000000002 228.18750000000003 2022.5000000000002 293.85000000000008 365.72000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 -9 -7 right_child=-2 -3 -4 7 -6 9 -8 8 -10 -11 leaf_value=0.00081440726081907571 -0.40136823052945347 0.43550331722606311 -0.36883084405552263 -0.070029921613890544 0.25178376720797629 0.15520798867399044 -0.17361582400663841 -0.11850858488253184 -0.28774628507594269 0.2148273612856865 leaf_weight=13104 23 22 22 29 31 22 53 28 24 20 leaf_count=13104 23 22 22 29 31 22 53 28 24 20 internal_value=0 0.000464137 -0.000253696 0.000355477 0.00128396 0.000695619 0.000111755 -0.151297 -0.196618 0.183598 internal_weight=0 13355 13333 13311 13230 13199 13157 81 52 42 internal_count=13378 13355 13333 13311 13230 13199 13157 81 52 42 is_linear=0 shrinkage=0.01 Tree=691 num_leaves=10 num_cat=2 split_feature=4 4 3 25 25 26 2 12 26 split_gain=36336.3 40875.8 29340.5 18895.4 17982.7 31296.2 18928.2 11773.5 1377.78 threshold=365.72000000000008 272.07425000000006 344.25000000000006 0 1 2022.5000000000002 255.10500000000002 198.14400000000003 2022.5000000000002 decision_type=2 2 2 9 9 2 2 2 2 left_child=1 2 3 8 5 -5 7 -6 -1 right_child=-2 -3 -4 4 6 -7 -8 -9 -10 leaf_value=-0.072738311484635595 -0.39735455233117811 0.43114827676252887 -0.36514254158193415 -0.034795944898417502 0.00035209735863673901 0.26979433142620585 0.22341927611514142 -0.20492666082722799 -0.12773023490858551 leaf_weight=83 23 22 22 66 12926 69 38 28 101 leaf_count=83 23 22 22 66 12926 69 38 28 101 internal_value=0 0.000459496 -0.000251159 0.000351922 0.00179816 0.112547 0.000561698 -9.16116e-05 -0.0976187 internal_weight=0 13355 13333 13311 13127 135 12992 12954 184 internal_count=13378 13355 13333 13311 13127 135 12992 12954 184 cat_boundaries=0 3 7 cat_threshold=0 16384 2151743488 67108864 0 2097408 131072 is_linear=0 shrinkage=0.01 Tree=692 num_leaves=12 num_cat=0 split_feature=4 4 0 0 1 1 5 26 1 26 0 split_gain=35613.2 40062.3 18222.7 17805.1 14028.3 8040.95 7635.52 5951.33 3329.18 2930.93 3626.95 threshold=365.72000000000008 272.07425000000006 220.33000000000001 176.53925000000004 228.18750000000003 114.12500000000001 296.22550000000007 2022.5000000000002 177.48625000000001 2022.5000000000002 293.85000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -7 -4 -11 right_child=-2 -3 9 -5 7 8 -8 -9 -10 10 -12 leaf_value=0.00059845533612938649 -0.39338100816892541 0.42683680967851118 -0.069233284243221935 0.23626384019851684 -0.018655452501206173 0.18990081214135693 -0.18176452470862348 -0.22841982421122101 0.033022232254346216 -0.1173838588169643 -0.2849120346705119 leaf_weight=13083 23 22 29 32 21 31 23 38 24 28 24 leaf_count=13083 23 22 29 32 21 31 23 38 24 28 24 internal_value=0 0.000454901 -0.000248647 0.000665348 9.50641e-05 0.000784778 0.000278423 -0.153758 0.121445 -0.149783 -0.194705 internal_weight=0 13355 13333 13252 13220 13161 13106 59 55 81 52 internal_count=13378 13355 13333 13252 13220 13161 13106 59 55 81 52 is_linear=0 shrinkage=0.01 Tree=693 num_leaves=11 num_cat=2 split_feature=4 4 3 25 25 26 0 0 26 26 split_gain=34904.5 39265.1 28728.7 18512.5 17677.7 30738.4 9024.66 31857.2 1691.36 1347.7 threshold=365.72000000000008 272.07425000000006 344.25000000000006 0 1 2022.5000000000002 228.56250000000003 176.53925000000004 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 9 2 2 2 2 2 left_child=1 2 3 9 5 -5 7 -6 -8 -1 right_child=-2 -3 -4 4 6 -7 8 -9 -10 -11 leaf_value=-0.072019332144633838 -0.38944720185321308 0.42256843046708542 -0.36131312446160752 -0.034432806571324671 0.00041660879181809054 0.26743078934973563 -0.044583900389464005 0.33222919563794961 -0.14999875998165874 -0.12640761217858532 leaf_weight=83 23 22 22 66 12895 69 23 29 45 101 leaf_count=83 23 22 22 66 12895 69 23 29 45 101 internal_value=0 0.000450352 -0.000246161 0.000350599 0.00178211 0.111587 0.000556179 0.00116116 -0.114344 -0.0966225 internal_weight=0 13355 13333 13311 13127 135 12992 12924 68 184 internal_count=13378 13355 13333 13311 13127 135 12992 12924 68 184 cat_boundaries=0 3 7 cat_threshold=0 16384 2151743488 67108864 0 2097408 131072 is_linear=0 shrinkage=0.01 Tree=694 num_leaves=11 num_cat=3 split_feature=10 25 24 3 25 0 0 3 3 0 split_gain=21693.4 18348 18547.6 15764.1 15673.3 8218.54 11435.4 8064.61 6761.75 200.311 threshold=279.07800000000003 0 1 11.555000000000001 2 241.78314000000003 181.87500000000003 279.07800000000003 216.24000000000004 293.85000000000008 decision_type=2 9 1 2 9 2 2 2 2 2 left_child=1 2 -1 -4 -3 6 7 8 -6 -7 right_child=-2 4 3 -5 5 9 -8 -9 -10 -11 leaf_value=0.034844506622379659 0.32093597412109376 0.11689636546989966 -0.15937254063494916 0.10245335643108075 0.00012511919954476963 -0.11011012334090013 0.1786060783908599 -0.18695548430733058 0.15569506338664466 -0.15062361344047215 leaf_weight=107 21 106 199 26 12783 26 36 23 28 23 leaf_count=107 21 106 199 26 12783 26 36 23 28 23 internal_value=0 -0.000722697 -0.073025 -0.123623 0.00117541 0.000136244 0.000628493 0.000129257 0.000465136 -0.129127 internal_weight=0 13357 332 225 13025 12919 12870 12834 12811 49 internal_count=13378 13357 332 225 13025 12919 12870 12834 12811 49 cat_boundaries=0 3 4 8 cat_threshold=0 16448 2151743488 2074 0 0 1107296512 131072 is_linear=0 shrinkage=0.01 Tree=695 num_leaves=19 num_cat=4 split_feature=25 24 26 1 26 25 0 24 1 4 13 13 9 4 6 26 9 1 split_gain=23313.2 168277 70949.1 26609.5 15363.3 9515.92 16620.7 12335.6 9967.19 6757.79 6093.51 5712.27 8537.59 6045.21 11061 5695.49 5660.16 1509.2 threshold=0 1 2022.5000000000002 26.134500000000006 2022.5000000000002 2 176.53925000000004 3 41.402500000000011 255.10500000000002 21.904000000000003 118.09000000000002 206.70431000000005 189.44922000000003 227.06475000000003 2022.5000000000002 25.505000000000003 205.12500000000003 decision_type=9 1 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -3 6 7 15 10 11 16 12 13 14 -7 -2 -9 -10 right_child=5 3 -4 -5 -6 9 -8 8 17 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.22431896236635024 0.10954322942315717 -0.041156087426578294 0.7645102336220444 0.23378764927387238 -0.23184997663611459 0.0022982049128696478 0.19290822304785252 -0.046601665340471964 -0.24802921606944156 -0.16256664204597474 -0.21396673043568928 0.14468126024518696 -0.16969058243365123 0.17161548523675826 -0.18386971965432167 -0.014950293511957735 0.1036986164863293 -0.13248438382893801 leaf_weight=62 73 85 40 22 84 11929 32 690 26 25 21 28 29 21 32 74 26 20 leaf_count=62 73 85 40 22 84 11929 32 690 26 25 21 28 29 21 32 74 26 20 internal_value=0 0.0879797 0.397216 -0.0887081 -0.135939 -0.000750696 -0.0308512 -0.0388822 -0.0542884 0.00167312 -0.0460682 0.00201557 0.00168299 0.00209776 0.00180014 0.0438875 -0.0411438 -0.197792 internal_weight=0 293 102 191 169 13026 962 930 783 12064 737 12039 12011 11982 11961 147 716 46 internal_count=13319 293 102 191 169 13026 962 930 783 12064 737 12039 12011 11982 11961 147 716 46 cat_boundaries=0 4 5 9 10 cat_threshold=256 16448 2162944 2097152 547 512 539033600 1208239170 4401664 66 is_linear=0 shrinkage=0.01 Tree=696 num_leaves=10 num_cat=0 split_feature=4 8 5 12 7 4 5 4 8 split_gain=15008.1 19849.3 9618.48 9409.4 11965.9 5578.16 5101.2 4158.43 2709.17 threshold=344.25000000000006 172.87500000000003 333.3454000000001 246.67500000000004 255.10500000000002 117.39000000000001 250.05000000000004 189.44922000000003 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -3 right_child=-2 8 -4 -5 -6 7 -8 -9 -10 leaf_value=0.0023912032017757382 0.23252792456320354 -0.11739326547931982 -0.19433868293762208 0.21873347830772399 -0.19147307055070997 -0.18273356446513422 0.16221950280666353 -0.02872566556930542 -0.24776855400630407 leaf_weight=13052 28 37 25 20 32 27 20 50 28 leaf_count=13052 28 37 25 20 32 27 20 50 28 internal_value=0 0.000766856 0.00162357 0.00199468 0.00166582 0.00213585 0.00263574 -0.0827284 -0.173555 internal_weight=0 13291 13226 13201 13181 13149 13072 77 65 internal_count=13319 13291 13226 13201 13181 13149 13072 77 65 is_linear=0 shrinkage=0.01 Tree=697 num_leaves=10 num_cat=0 split_feature=4 8 5 12 7 4 5 4 8 split_gain=14709.4 19454.3 9427.07 9222.15 11727.8 5467.16 4999.69 4075.67 2655.26 threshold=344.25000000000006 172.87500000000003 333.3454000000001 246.67500000000004 255.10500000000002 117.39000000000001 250.05000000000004 189.44922000000003 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -3 right_child=-2 8 -4 -5 -6 7 -8 -9 -10 leaf_value=0.0023672910295015844 0.23020263893263682 -0.1162193327336698 -0.19239529380798343 0.21654613304138184 -0.18955833297222854 -0.18090622946068091 0.16059731256961823 -0.028438408088684086 -0.24529086453574045 leaf_weight=13052 28 37 25 20 32 27 20 50 28 leaf_count=13052 28 37 25 20 32 27 20 50 28 internal_value=0 0.000759187 0.00160734 0.00197474 0.00164916 0.00211449 0.00260938 -0.0819012 -0.171819 internal_weight=0 13291 13226 13201 13181 13149 13072 77 65 internal_count=13319 13291 13226 13201 13181 13149 13072 77 65 is_linear=0 shrinkage=0.01 Tree=698 num_leaves=18 num_cat=5 split_feature=25 24 26 1 26 25 0 24 2 2 10 4 13 9 25 7 26 split_gain=22861.8 164304 30138.8 23088.9 11906.7 9275.73 16346.4 12133.8 15540.7 11076.3 9452.68 6738.18 6499.01 7655.52 6958.7 6084.8 5537.69 threshold=0 1 2022.5000000000002 26.134500000000006 2022.5000000000002 2 176.53925000000004 3 67.575000000000003 233.80500000000004 31.964640000000006 255.10500000000002 118.09000000000002 149.68000000000004 4 36.89500000000001 2022.5000000000002 decision_type=9 1 2 2 2 9 2 1 2 2 2 2 2 2 9 2 2 left_child=1 2 -1 4 -3 6 7 16 10 11 15 12 13 14 -7 -9 -2 right_child=5 3 -4 -5 -6 9 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.2454486349020919 0.10847371006665166 -0.077652339776357021 0.56048104605995686 0.19585878551006317 -0.25705738155809171 0.027670885486228328 0.1913778119534254 -0.062974173933526001 0.15793888135389847 -0.20069264034430187 -0.24750553050526866 -0.16192543869018555 0.15739004064489293 -0.14560986752169475 0.00018793375383570031 0.082497368454933162 -0.014699957419748175 leaf_weight=73 73 75 52 20 73 996 32 692 33 27 27 25 27 35 10956 30 73 leaf_count=73 73 75 52 20 73 996 32 692 33 27 27 25 27 35 10956 30 73 internal_value=0 0.0870984 0.348613 -0.116134 -0.166143 -0.000768653 -0.0305199 -0.0385004 -0.0537549 0.00162174 -0.0637995 0.00207682 0.00241809 0.00206903 0.00250149 -0.0569297 0.0438813 internal_weight=0 293 125 168 148 13026 960 928 782 12066 749 12039 12014 11987 11952 722 146 internal_count=13319 293 125 168 148 13026 960 928 782 12066 749 12039 12014 11987 11952 722 146 cat_boundaries=0 4 5 9 10 14 cat_threshold=256 16448 2162944 2097152 803 2560 539033600 1208239106 4401664 66 201342984 32784 2202140672 32800 is_linear=0 shrinkage=0.01 Tree=699 num_leaves=21 num_cat=6 split_feature=25 24 26 1 26 1 25 0 24 13 1 4 25 24 10 0 26 1 0 13 split_gain=22406.7 161034 29539.1 22629.4 11669.8 9233.5 7779.41 15620 11800 7637.13 6659.51 6591.11 5596.58 20917.2 31857.2 18058.6 4792.23 3483.22 14990.5 3608.36 threshold=0 1 2022.5000000000002 26.134500000000006 2022.5000000000002 272.07425000000006 2 176.53925000000004 3 30.162700000000005 21.947000000000003 255.10500000000002 4 5 52.158358500000006 7.1800000000000006 2022.5000000000002 49.620000000000012 2.4870000000000001 65.790000000000006 decision_type=9 1 2 2 2 2 9 2 1 2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 -1 4 -3 6 7 8 16 10 -10 12 13 15 -15 -8 -2 19 -19 -14 right_child=5 3 -4 -5 -6 -7 11 -9 9 -11 -12 -13 17 14 -16 -17 -18 18 -20 -21 leaf_value=0.24299414855160126 0.10458469851811726 -0.076875819301605225 0.55487626561751735 0.19390018796920777 -0.2544868066049602 -0.15641418223318301 0.15080947377734422 0.18946402423083783 -0.037444499434937516 -0.24384462571144105 -0.14890683838005725 -0.16030618462562563 -0.00027896049965537857 -0.005307202453906543 0.39802701658010486 -0.15898180655070715 -0.0096322073704666576 -0.0032909004695904562 0.30358167357742788 -0.12303278783957163 leaf_weight=73 75 75 52 20 73 38 181 32 707 20 58 25 10716 939 20 21 72 78 20 24 leaf_count=73 75 75 52 20 73 38 181 32 707 20 58 25 10716 939 20 21 72 78 20 24 internal_value=0 0.0862275 0.345127 -0.114973 -0.164481 -0.000760753 -0.000305931 -0.0274883 -0.0352322 -0.0502978 -0.0458952 0.00189464 0.00223417 0.0230017 0.00307232 0.113009 0.0455435 -1.17242e-05 0.0593362 -0.000553271 internal_weight=0 293 125 168 148 13026 12988 964 932 785 765 12024 11999 1161 959 202 147 10838 98 10740 internal_count=13319 293 125 168 148 13026 12988 964 932 785 765 12024 11999 1161 959 202 147 10838 98 10740 cat_boundaries=0 4 5 9 10 14 15 cat_threshold=256 16448 2162944 2097152 803 512 807469056 1208239106 4401664 66 205537288 32784 2202144768 32 2064 is_linear=0 shrinkage=0.01 Tree=700 num_leaves=12 num_cat=3 split_feature=25 3 10 0 25 8 1 6 0 0 25 split_gain=42458.7 24271.6 26799.4 20690.1 16559.2 19354.9 10024.4 8913.13 5842.89 6171.18 604.297 threshold=0 333.3454000000001 273.29900000000004 153.43270000000004 1 263.93200000000007 105.004 8.509500000000001 365.72000000000008 211.57500000000002 2 decision_type=9 2 2 2 9 2 2 2 2 2 9 left_child=-1 2 3 4 10 6 -6 8 9 -5 -2 right_child=1 -3 -4 7 5 -7 -8 -9 -10 -11 -12 leaf_value=-0.19115633663840784 0.11516551458730107 0.29429310713495527 -0.36621969497203827 -0.18739127327998478 -0.001471305979091287 0.31069374942779543 0.092720945051364731 -0.3236980030536652 -0.24493311309814453 0.0047897721529006959 0.053315269862656049 leaf_weight=107 103 28 20 24 12719 20 114 20 20 55 103 leaf_count=107 103 28 20 24 12719 20 114 20 20 55 103 internal_value=0 0.00018269 -0.000441136 0.000113999 0.00131012 -0.000150002 -0.000634563 -0.131148 -0.0922486 -0.0535943 0.0881404 internal_weight=0 13226 13198 13178 13059 12853 12833 119 99 79 206 internal_count=13333 13226 13198 13178 13059 12853 12833 119 99 79 206 cat_boundaries=0 3 7 11 cat_threshold=16384 16384 4325376 0 0 1109459200 172064 0 0 1107296512 32768 is_linear=0 shrinkage=0.01 Tree=701 num_leaves=13 num_cat=4 split_feature=25 15 17 25 24 26 26 10 25 7 4 26 split_gain=41686.1 12587 12217.2 9967.26 76242.8 18462.3 14349.1 9719.37 9648.63 12838.4 7235.42 2665.75 threshold=0 185.73222000000001 154.53000000000006 1 2 2022.5000000000002 2022.5000000000002 206.27675000000002 3 36.89500000000001 233.80500000000004 2022.5000000000002 decision_type=9 2 2 9 1 2 2 2 9 2 2 2 left_child=11 2 3 4 6 -6 -2 8 9 -5 -10 -1 right_child=1 -3 -4 7 5 -7 -8 -9 10 -11 -12 -13 leaf_value=-0.15577676523906681 0.18343437174233521 0.22435414137840273 -0.24124963283538819 -0.044826029503423348 0.035985832314624967 -0.15021763703733121 0.42138226569967069 -0.16532139953639771 0.0017187966086366561 0.1858614937543869 -0.15642543611855345 -0.25564295232295992 leaf_weight=52 55 25 21 689 107 106 47 36 12086 25 29 55 leaf_count=52 55 25 21 689 107 106 47 36 12086 25 29 55 internal_value=0 0.000182136 -0.000242262 0.000141741 0.0548347 -0.0541372 0.266909 -0.00123908 -0.000779605 -0.0362412 0.00133914 -0.189408 internal_weight=0 13226 13201 13180 315 213 102 12865 12829 714 12115 107 internal_count=13333 13226 13201 13180 315 213 102 12865 12829 714 12115 107 cat_boundaries=0 3 7 8 11 cat_threshold=16384 16384 4325376 0 64 2147483904 40960 1666 4194816 33280 50333696 is_linear=0 shrinkage=0.01 Tree=702 num_leaves=14 num_cat=2 split_feature=25 3 10 0 4 25 26 5 26 0 0 26 0 split_gain=40856.6 23738.4 26051.7 20262.3 24515.2 22401.7 38443.5 12323.4 9434.15 16346.1 11274.6 2612.7 248.091 threshold=0 333.3454000000001 273.29900000000004 153.43270000000004 285.62500000000006 1 2022.5000000000002 272.07425000000006 2022.5000000000002 293.85000000000008 259.57500000000005 2022.5000000000002 220.33000000000001 decision_type=9 2 2 2 2 9 2 2 2 2 2 2 2 left_child=11 2 3 4 5 6 -2 -7 10 12 -5 -1 -10 right_child=1 -3 -4 8 -6 7 -8 -9 9 -11 -12 -13 -14 leaf_value=-0.15421899763723979 -0.034422066818023553 0.29104189140456066 -0.36107626771926882 -0.16247640352982742 -0.33223947373303503 0.00016375083995806127 0.33126467520730535 0.23704145084727896 -0.082655568122863773 -0.44529392623901365 0.14511431336402894 -0.25308652164719325 -0.12718842150836154 leaf_weight=52 58 28 20 26 22 12900 57 22 22 20 22 55 29 leaf_count=52 58 28 20 26 22 12900 57 22 22 20 22 55 29 internal_value=0 0.000180315 -0.000436621 0.000110715 0.00129441 0.00185725 0.135085 0.000566602 -0.129787 -0.202997 -0.0214973 -0.187514 -0.107978 internal_weight=0 13226 13198 13178 13059 13037 115 12922 119 71 48 107 51 internal_count=13333 13226 13198 13178 13059 13037 115 12922 119 71 48 107 51 cat_boundaries=0 3 7 cat_threshold=16384 16384 4325376 0 0 35651840 32800 is_linear=0 shrinkage=0.01 Tree=703 num_leaves=14 num_cat=2 split_feature=25 3 10 0 4 25 26 26 0 0 6 26 0 split_gain=40043.5 23266 25533.2 19859.1 24027.3 21955.9 37678.5 9246.41 16020.8 11050.2 9002.24 2560.71 243.154 threshold=0 333.3454000000001 273.29900000000004 153.43270000000004 285.62500000000006 1 2022.5000000000002 2022.5000000000002 293.85000000000008 259.57500000000005 218.62500000000003 2022.5000000000002 220.33000000000001 decision_type=9 2 2 2 2 9 2 2 2 2 2 2 2 left_child=11 2 3 4 5 6 -2 9 12 -5 -7 -1 -9 right_child=1 -3 -4 7 -6 10 -8 8 -10 -11 -12 -13 -14 leaf_value=-0.15267680729811009 -0.034077846736743529 0.28813146872179851 -0.3574655082821846 -0.1608516429937803 -0.32891708027232774 6.2486769967803896e-05 0.32795203024880926 -0.081829015450044104 -0.4408409852981568 0.14366316957907244 0.14020528658576634 -0.25055565834045412 -0.12591653989306811 leaf_weight=52 58 28 20 26 22 12876 57 22 20 22 46 55 29 leaf_count=52 58 28 20 26 22 12876 57 22 20 22 46 55 29 internal_value=0 0.000178511 -0.000432255 0.000109607 0.00128146 0.00183867 0.133734 -0.128489 -0.200967 -0.0212824 0.000560936 -0.185639 -0.106898 internal_weight=0 13226 13198 13178 13059 13037 115 119 71 48 12922 107 51 internal_count=13333 13226 13198 13178 13059 13037 115 119 71 48 12922 107 51 cat_boundaries=0 3 7 cat_threshold=16384 16384 4325376 0 0 35651840 32800 is_linear=0 shrinkage=0.01 Tree=704 num_leaves=16 num_cat=4 split_feature=25 3 0 4 25 24 26 25 8 4 2 26 0 0 26 split_gain=39246.6 22803 15941.2 23457.7 15728 101585 128936 34604.5 18420 13416.3 8441.84 5197.91 10522.3 8240.5 2509.75 threshold=0 333.3454000000001 153.43270000000004 285.62500000000006 1 2 2022.5000000000002 3 263.93200000000007 216.24000000000004 39.245000000000012 2022.5000000000002 293.85000000000008 259.57500000000005 2022.5000000000002 decision_type=9 2 2 2 9 1 2 9 2 2 2 2 2 2 2 left_child=14 2 3 4 5 6 -2 -7 9 -6 11 13 -13 -4 -1 right_child=1 -3 10 -5 8 7 -8 -9 -10 -11 -12 12 -14 -15 -16 leaf_value=-0.15115004060360102 0.014432019988695782 0.28525016546249388 -0.13147699442776767 -0.32562790502201433 -0.0015144859026842176 0.069209271871437453 0.73074224677491706 -0.17560672646913772 0.30266888236999512 0.22587700953850381 -0.29663453329177131 -0.035535048287258383 -0.3171994363693964 0.14222654028372331 -0.24805009991472418 leaf_weight=52 54 28 22 22 12692 108 47 107 20 26 21 36 21 22 55 leaf_count=52 54 28 22 22 12692 108 47 107 20 26 21 36 21 22 55 internal_value=0 0.000176727 -0.000427932 0.000633637 0.00118349 0.0697697 0.316434 -0.0550191 -0.0005723 -0.00104962 -0.114207 -0.0762768 -0.139306 0.00537477 -0.183783 internal_weight=0 13226 13198 13076 13054 316 101 215 12738 12718 122 101 57 44 107 internal_count=13333 13226 13198 13076 13054 316 101 215 12738 12718 122 101 57 44 107 cat_boundaries=0 3 7 8 12 cat_threshold=16384 16384 4325376 0 64 1109459200 40992 547 0 64 0 40960 is_linear=0 shrinkage=0.01 Tree=705 num_leaves=12 num_cat=1 split_feature=14 4 10 25 6 9 3 6 26 4 9 split_gain=19974.4 24786.8 20178.1 25260.8 14200.7 15506 10804.6 2088.87 1415.62 1361.02 879.909 threshold=182.65800000000004 255.10500000000002 267.95700000000005 0 218.62500000000003 162.18600000000004 293.85000000000008 272.07425000000006 2022.5000000000002 374.81250000000006 257.43900000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -6 -1 -3 -7 right_child=-2 9 -4 4 7 10 -8 -9 -10 -11 -12 leaf_value=0.12392170335033111 0.28217287979125977 -0.26901758753020188 -0.30252006712284957 -0.00037027542020655216 0.23610311074690388 -0.14071236642974394 -0.22738076096489315 0.10952270671725273 0.19602502103121777 -0.16178752788901327 -0.2259092553095384 leaf_weight=56 25 29 22 12942 22 27 21 32 53 20 22 leaf_count=56 25 29 22 12942 22 27 21 32 53 20 22 internal_value=0 -0.000755028 7.85146e-05 0.000583803 -0.000737025 -0.00140919 -0.000738031 0.161093 0.145621 -0.22525 -0.178964 internal_weight=0 13246 13197 13175 13066 13012 12963 54 109 49 49 internal_count=13271 13246 13197 13175 13066 13012 12963 54 109 49 49 cat_boundaries=0 3 cat_threshold=0 16384 37748992 is_linear=0 shrinkage=0.01 Tree=706 num_leaves=12 num_cat=1 split_feature=14 4 10 25 6 9 4 6 26 4 9 split_gain=19576.9 24293.5 19776.6 24758.1 13918.1 15197.4 10358.5 2047.3 1387.45 1333.94 862.399 threshold=182.65800000000004 255.10500000000002 267.95700000000005 0 218.62500000000003 162.18600000000004 216.24000000000004 272.07425000000006 2022.5000000000002 374.81250000000006 257.43900000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -6 -1 -3 -7 right_child=-2 9 -4 4 7 10 -8 -9 -10 -11 -12 leaf_value=0.12268248777570469 0.27935115261077881 -0.26632741451263431 -0.29949486630884087 -0.0010992240188653771 0.23374206022782759 -0.13930524523542434 0.21607403841885653 0.10842747204005719 0.19406476002819134 -0.16016963876783849 -0.22365016194907103 leaf_weight=56 25 29 22 12941 22 27 22 32 53 20 22 leaf_count=56 25 29 22 12941 22 27 22 32 53 20 22 internal_value=0 -0.000747478 7.77294e-05 0.000577964 -0.000729655 -0.00139509 -0.000730651 0.159482 0.144165 -0.222998 -0.177174 internal_weight=0 13246 13197 13175 13066 13012 12963 54 109 49 49 internal_count=13271 13246 13197 13175 13066 13012 12963 54 109 49 49 cat_boundaries=0 3 cat_threshold=0 16384 37748992 is_linear=0 shrinkage=0.01 Tree=707 num_leaves=12 num_cat=1 split_feature=14 4 10 25 6 9 3 6 26 4 9 split_gain=19187.3 23810.1 19383 24265.4 13641.2 14895 10589.2 2006.56 1359.84 1307.39 845.237 threshold=182.65800000000004 255.10500000000002 267.95700000000005 0 218.62500000000003 162.18600000000004 293.85000000000008 272.07425000000006 2022.5000000000002 374.81250000000006 257.43900000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -6 -1 -3 -7 right_child=-2 9 -4 4 7 10 -8 -9 -10 -11 -12 leaf_value=0.12145566284390431 0.27655764083862305 -0.26366413872817468 -0.29649991485882893 -0.00035927211743952333 0.23140465302900837 -0.13791219340982261 -0.2250959587097168 0.10734319709241391 0.19212411340677513 -0.15856795316934585 -0.22141365880315955 leaf_weight=56 25 29 22 12942 22 27 21 32 53 20 22 leaf_count=56 25 29 22 12942 22 27 21 32 53 20 22 internal_value=0 -0.000740003 7.69521e-05 0.000572185 -0.000722359 -0.00138114 -0.000723345 0.157887 0.142723 -0.220768 -0.175403 internal_weight=0 13246 13197 13175 13066 13012 12963 54 109 49 49 internal_count=13271 13246 13197 13175 13066 13012 12963 54 109 49 49 cat_boundaries=0 3 cat_threshold=0 16384 37748992 is_linear=0 shrinkage=0.01 Tree=708 num_leaves=12 num_cat=1 split_feature=14 4 10 25 6 9 3 6 26 4 9 split_gain=18805.5 23336.2 18997.3 23782.5 13369.7 14598.6 10378.5 1966.63 1332.78 1281.38 828.417 threshold=182.65800000000004 255.10500000000002 267.95700000000005 0 218.62500000000003 162.18600000000004 293.85000000000008 272.07425000000006 2022.5000000000002 374.81250000000006 257.43900000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -6 -1 -3 -7 right_child=-2 9 -4 4 7 10 -8 -9 -10 -11 -12 leaf_value=0.12024110342642028 0.27379206562042235 -0.26102749857409246 -0.29353492303666745 -0.00035567930468332628 0.22909059524536132 -0.13653306932361037 -0.22284500082333883 0.10626977078616619 0.19020286901941841 -0.15698226991947739 -0.21919952354647898 leaf_weight=56 25 29 22 12942 22 27 21 32 53 20 22 leaf_count=56 25 29 22 12942 22 27 21 32 53 20 22 internal_value=0 -0.000732603 7.61826e-05 0.000566463 -0.000715135 -0.00136733 -0.000716111 0.156308 0.141296 -0.21856 -0.173649 internal_weight=0 13246 13197 13175 13066 13012 12963 54 109 49 49 internal_count=13271 13246 13197 13175 13066 13012 12963 54 109 49 49 cat_boundaries=0 3 cat_threshold=0 16384 37748992 is_linear=0 shrinkage=0.01 Tree=709 num_leaves=11 num_cat=1 split_feature=14 4 25 8 4 3 1 6 4 26 split_gain=18431.2 22871.8 17887.1 11609.1 12686.3 9446.95 16892.7 13088 1255.88 260.48 threshold=182.65800000000004 255.10500000000002 0 218.62500000000003 216.24000000000004 117.39000000000001 19.471450000000004 218.62500000000003 374.81250000000006 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 left_child=1 2 9 4 5 7 -7 -4 -3 -1 right_child=-2 8 3 -5 -6 6 -8 -9 -10 -11 leaf_value=0.11551308156070063 0.27105413684844976 -0.25841722291091396 -0.00081252948903889704 -0.17115760067850352 0.24505223637535459 -0.1615323669086268 0.16299612092971802 0.1597004478117999 -0.15541244738548993 0.14576353621482849 leaf_weight=59 25 29 12870 40 21 81 20 51 20 55 leaf_count=59 25 29 12870 40 21 81 20 51 20 55 internal_value=0 -0.000725277 7.54208e-05 -0.00105682 -0.000535968 -0.000932017 -0.0972693 -0.000178975 -0.216374 0.119615 internal_weight=0 13246 13197 13083 13043 13022 101 12921 49 114 internal_count=13271 13246 13197 13083 13043 13022 101 12921 49 114 cat_boundaries=0 3 cat_threshold=0 16384 1077936384 is_linear=0 shrinkage=0.01 Tree=710 num_leaves=19 num_cat=6 split_feature=25 4 25 24 1 26 25 6 0 0 10 6 25 24 26 0 26 26 split_gain=48501.7 15825.9 11268 43916.1 47364.1 21267.7 8633.31 8563.76 7721.95 29755.6 8835.26 9635.11 6160.43 6357.55 4835.65 3275.2 955.781 463.985 threshold=0 293.85000000000008 1 2 105.004 2022.5000000000002 3 22.111000000000004 125.83150000000002 189.93750000000003 206.27675000000002 206.27675000000002 4 5 2022.5000000000002 241.78314000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 9 2 2 2 2 2 9 1 2 2 2 2 left_child=16 2 3 4 12 -5 17 -7 10 -10 11 -8 14 -14 -2 -11 -1 -4 right_child=1 -3 6 5 -6 7 8 -9 9 15 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=-0.19009791030287745 0.14379479380754323 0.23368101240232073 0.11592092478913921 -0.046271885731066879 0.47829309287278549 -0.17895084202500947 0.00050933179697639473 -0.40006701618432999 0.37658919609509978 0.054938061743636024 -0.18358871259941506 0.17994097320238747 0.031146433798717413 -0.071425913279173803 0.0053461823171498824 -0.1057000625928243 -0.24975913812374248 0.074010151958465581 leaf_weight=50 52 29 56 171 23 141 12244 20 26 22 26 30 113 112 49 30 58 50 leaf_count=50 52 29 56 171 23 141 12244 20 26 22 26 30 113 112 49 30 58 50 internal_value=0 0.000330971 -0.000182803 -0.0394918 0.0385991 -0.12031 0.00199153 -0.206419 0.00118584 0.100371 0.00055782 0.000947897 0.00876179 -0.0207785 0.0697234 -0.0377378 -0.203313 0.0878628 internal_weight=0 13194 13165 681 349 332 12484 161 12378 78 12300 12274 326 225 101 52 108 106 internal_count=13302 13194 13165 681 349 332 12484 161 12378 78 12300 12274 326 225 101 52 108 106 cat_boundaries=0 4 7 8 11 13 14 cat_threshold=0 0 1107296512 32 0 1075839056 2164263936 3404 0 16384 6422528 0 2097168 328 is_linear=0 shrinkage=0.01 Tree=711 num_leaves=17 num_cat=5 split_feature=25 4 25 24 7 26 6 25 6 25 6 4 7 4 26 26 split_gain=47536.4 15511 11046.9 43035.9 46666.7 20844.5 16764.1 8461.51 8393.34 8013.44 7452.74 7537.69 7930.04 7023.01 936.761 454.751 threshold=0 293.85000000000008 1 2 121.37500000000001 2022.5000000000002 11.207000000000003 3 22.111000000000004 4 218.62500000000003 149.69580000000005 129.81200000000004 228.18750000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 2 9 2 9 2 2 2 2 2 2 left_child=14 2 3 4 6 -5 9 15 -7 -2 11 12 -9 -13 -1 -4 right_child=1 -3 7 5 -6 8 -8 10 -10 -11 -12 13 -14 -15 -16 -17 leaf_value=-0.18819693017005923 -0.072529468619335097 0.23134420476340015 0.11476172684026617 -0.045809164245923358 0.50829776620864875 -0.17716133489993446 0.29136554479598997 0.00086030742814877602 -0.39606634902954102 0.030248692484129043 0.16129644878979388 0.27015990948677066 -0.12409486165745001 0.011243207237937234 -0.24726154748221923 0.073270055055618288 leaf_weight=50 109 29 56 171 20 141 20 12256 20 200 29 20 51 22 58 50 leaf_count=50 109 29 56 171 20 141 20 12256 20 200 29 20 51 22 58 50 internal_value=0 0.000327357 -0.000181281 -0.0391027 0.0382019 -0.119107 0.0107858 0.00197162 -0.204355 -0.0073747 0.00117398 0.000798902 0.000342495 0.134537 -0.20128 0.0869841 internal_weight=0 13194 13165 681 349 332 329 12484 161 309 12378 12349 12307 42 108 106 internal_count=13302 13194 13165 681 349 332 329 12484 161 309 12378 12349 12307 42 108 106 cat_boundaries=0 4 7 8 11 14 cat_threshold=0 0 1107296512 32 0 1075839056 2164263936 3404 0 16384 6422528 0 1073741888 3072 is_linear=0 shrinkage=0.01 Tree=712 num_leaves=14 num_cat=4 split_feature=25 4 5 25 25 24 26 1 5 0 5 26 26 split_gain=46590.3 15202.4 14149.5 11341.5 10890.8 31144.9 17857.2 11855.1 11336.7 10750.8 2333.32 918.12 196.173 threshold=0 293.85000000000008 333.3454000000001 1 2 3 2022.5000000000002 22.196000000000005 176.53925000000004 172.87500000000003 228.56250000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 9 1 2 2 2 2 2 2 2 left_child=11 2 3 12 5 7 -7 -5 9 -6 -10 -1 -2 right_child=1 -3 -4 4 8 6 -8 -9 10 -11 -12 -13 -14 leaf_value=-0.18631496114060284 0.12259772225401619 0.2290307579780447 -0.25357342936775901 0.023541846292860366 0.00014394797206467665 -0.040665375097758236 -0.18813296119429615 0.27778521096706393 0.23779656455630349 0.13545343360058584 0.092002561196036961 -0.24478893223379192 0.094932364225387575 leaf_weight=50 55 29 22 221 12365 180 151 20 21 59 23 58 48 leaf_count=50 55 29 22 221 12365 180 151 20 21 59 23 58 48 internal_value=0 0.000323763 -0.000179789 0.000244365 -0.000619765 -0.0429027 -0.104774 0.0428624 0.0013529 0.000786516 0.161586 -0.199267 0.0999967 internal_weight=0 13194 13165 13143 13040 572 331 241 12468 12424 44 108 103 internal_count=13302 13194 13165 13143 13040 572 331 241 12468 12424 44 108 103 cat_boundaries=0 4 7 11 12 cat_threshold=0 0 1107296512 32 0 16384 6422528 0 1075839056 16780288 4194304 3148 is_linear=0 shrinkage=0.01 Tree=713 num_leaves=14 num_cat=4 split_feature=25 4 5 25 25 24 1 26 0 0 6 26 26 split_gain=45663.1 14899.9 13867.9 11173.4 9920.91 35521.3 30661.6 17655.5 12287.8 43939.7 7505.54 3154.32 899.849 threshold=0 293.85000000000008 333.3454000000001 1 2 3 105.004 2022.5000000000002 176.53925000000004 228.56250000000003 206.27675000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 9 1 2 2 2 2 2 2 2 left_child=12 2 3 11 5 6 -5 -7 10 -10 -6 -2 -1 right_child=1 -3 -4 4 8 7 -8 -9 9 -11 -12 -13 -14 leaf_value=-0.1844518112063408 0.1640012677357747 0.22674044846460739 -0.25103769475763499 0.0091285029583252405 0.00036790743955620811 -0.043853731849614316 0.39488119407133626 -0.19092897950653817 0.52556394433975218 -0.056204429156071427 0.15616438734915949 0.052759888601303102 -0.2423410427570343 leaf_weight=50 52 29 22 325 12279 170 22 157 20 37 31 50 58 leaf_count=50 52 29 22 325 12279 170 22 157 20 37 31 50 58 internal_value=0 0.000320525 -0.000177991 0.000241921 -0.000611945 -0.0376854 0.0326447 -0.111071 0.00143737 0.147925 0.000760246 0.099697 -0.197274 internal_weight=0 13194 13165 13143 13041 674 347 327 12367 57 12310 102 108 internal_count=13302 13194 13165 13143 13041 674 347 327 12367 57 12310 102 108 cat_boundaries=0 4 7 10 11 cat_threshold=0 0 1107296512 32 0 16384 6307840 0 1075839056 2164263936 3404 is_linear=0 shrinkage=0.01 Tree=714 num_leaves=12 num_cat=4 split_feature=25 4 15 25 6 25 24 0 26 26 6 split_gain=44754.4 14603.3 13630.4 10705.8 12562.8 15099 25702.9 16590.8 2274.83 881.942 314.384 threshold=0 293.85000000000008 214.15000000000003 1 218.62500000000003 2 3 176.53925000000004 2022.5000000000002 2022.5000000000002 284.98750000000007 decision_type=9 2 2 9 2 9 1 2 2 2 2 left_child=9 2 3 8 5 6 -5 -7 -2 -1 -6 right_child=1 -3 -4 4 10 7 -8 -9 -10 -11 -12 leaf_value=-0.1826072941184044 0.15221411335018448 0.22447303180036873 -0.2610369849205017 -0.12404407582224761 0.1425267683941385 0.00044221249773823901 0.0051571915501543364 0.16576848819363313 0.05818324880599976 -0.23991763250581152 0.19604268039975847 leaf_weight=50 53 29 20 256 23 12309 372 61 50 58 21 leaf_count=50 53 29 20 256 23 12309 372 61 50 58 21 internal_value=0 0.00031732 -0.000176211 0.000220686 -0.000618725 -0.00119023 -0.0486296 0.00125647 0.0971373 -0.195302 0.168068 internal_weight=0 13194 13165 13145 13042 12998 628 12370 103 108 44 internal_count=13302 13194 13165 13145 13042 12998 628 12370 103 108 44 cat_boundaries=0 4 7 11 12 cat_threshold=0 0 1107296512 32 0 16384 6307840 67108864 1075839056 16780288 64 675 is_linear=0 shrinkage=0.01 Tree=715 num_leaves=12 num_cat=2 split_feature=25 25 26 0 8 0 0 5 6 26 0 split_gain=54465.9 17769.4 8041.78 5937.8 11491.4 11299 6878.24 6807.7 12344.9 2919.57 104.908 threshold=0 1 2022.5000000000002 189.93750000000003 263.93200000000007 157.57350000000002 333.3454000000001 279.07800000000003 228.56250000000003 2022.5000000000002 235.50000000000003 decision_type=9 9 2 2 2 2 2 2 2 2 2 left_child=9 2 -2 4 5 7 10 8 -3 -1 -5 right_child=1 3 -4 6 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.17402988802302968 0.036502584321999258 0.0010893349677796324 0.17535151209942129 -0.14649266551522647 0.24108523368835449 0.23870108708739282 0.07828425228595734 0.16909354368845622 -0.16669833432544362 -0.27530542673764091 -0.12060247232174051 leaf_weight=55 81 12843 86 34 20 20 20 24 44 59 29 leaf_count=55 81 12843 86 34 20 20 20 24 44 59 29 internal_value=0 0.00237938 0.101904 0.00102707 0.00156819 0.00119773 -0.0832836 0.000829823 0.000516459 -0.208183 -0.134575 internal_weight=0 13201 167 13034 12951 12931 83 12911 12887 114 63 internal_count=13315 13201 167 13034 12951 12931 83 12911 12887 114 63 cat_boundaries=0 4 7 cat_threshold=0 16384 2228224 40960 0 64 256 is_linear=0 shrinkage=0.01 Tree=716 num_leaves=8 num_cat=0 split_feature=3 3 9 15 6 18 6 split_gain=17664.9 63952.5 10427.5 8706.27 8151.61 7668.12 7263.22 threshold=376.61250000000007 285.62500000000006 279.07800000000003 237.02500000000003 297.60100000000006 95.142500000000013 228.56250000000003 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=0.001000965654971331 -0.29655363667011264 0.5522762513958982 -0.21753757433457807 -0.20309867711294266 0.19300705758008088 -0.19530341792106629 -0.15743129845323234 leaf_weight=13160 20 21 22 21 22 20 29 leaf_count=13160 20 21 22 21 22 20 29 internal_value=0 0.00086455 -7.8056e-06 0.000353321 0.000676237 0.000355904 0.000652604 internal_weight=0 13295 13274 13252 13231 13209 13189 internal_count=13315 13295 13274 13252 13231 13209 13189 is_linear=0 shrinkage=0.01 Tree=717 num_leaves=9 num_cat=2 split_feature=25 4 25 21 1 10 1 21 split_gain=53315.8 37685.2 10133.8 6837.59 6966.36 12516.1 8081.56 2419.41 threshold=0 344.25000000000006 1 10.897500000000003 272.07425000000006 250.05000000000004 157.57350000000002 25.689000000000004 decision_type=9 2 9 2 2 2 2 2 left_child=-1 2 -2 4 5 6 -4 -5 right_child=1 -3 3 7 -6 -7 -8 -9 leaf_value=-0.2059769678548459 0.086287828087806703 0.41588640505617314 -0.0002669694891361297 0.17778188989712643 -0.13677923237149781 0.24456609461988724 0.12464996521289531 0.053246508959012159 leaf_weight=114 130 22 12874 26 37 21 52 39 leaf_count=114 130 22 12874 26 37 21 52 39 internal_value=0 0.00235021 0.00166167 0.000751882 0.000240287 0.000631862 0.000235559 0.103061 internal_weight=0 13201 13179 13049 12984 12947 12926 65 internal_count=13315 13201 13179 13049 12984 12947 12926 65 cat_boundaries=0 4 8 cat_threshold=0 16384 2228224 40960 0 0 16640 16908800 is_linear=0 shrinkage=0.01 Tree=718 num_leaves=12 num_cat=2 split_feature=25 4 25 26 21 1 1 13 1 26 21 split_gain=52339.4 36935.1 9946.56 17016.6 6701.52 6827.73 9142.01 7880.7 3041.78 2857.43 2371.27 threshold=0 344.25000000000006 1 2022.5000000000002 10.897500000000003 272.07425000000006 157.57350000000002 214.15000000000003 211.12500000000003 2022.5000000000002 25.689000000000004 decision_type=9 2 9 2 2 2 2 2 2 2 2 left_child=9 2 3 -2 5 6 7 -4 -8 -1 -6 right_child=1 -3 4 -5 10 -7 8 -9 -10 -11 -12 leaf_value=-0.17013162831826645 0.0059682083273508461 0.41172754667022016 0.00039994334108387966 0.24410130911685052 0.1760040792593589 -0.13541143769347991 0.21699614089468253 -0.18902712908658115 0.066229066262021657 -0.27032356450113199 0.052714042480175312 leaf_weight=55 83 22 12870 47 26 37 23 22 32 59 39 leaf_count=55 83 22 12870 47 26 37 23 22 32 59 39 internal_value=0 0.00232736 0.00164571 0.0854866 0.000744364 0.000237884 0.000625544 7.6689e-05 0.129277 -0.204083 0.10203 internal_weight=0 13201 13179 130 13049 12984 12947 12892 55 114 65 internal_count=13315 13201 13179 130 13049 12984 12947 12892 55 114 65 cat_boundaries=0 4 8 cat_threshold=0 16384 2228224 40960 0 0 16640 16908800 is_linear=0 shrinkage=0.01 Tree=719 num_leaves=11 num_cat=2 split_feature=25 4 25 26 21 7 7 12 26 21 split_gain=51297.8 36200.1 9748.63 16677.9 6568.16 10252.4 6116.48 7202.55 2800.57 2324.08 threshold=0 344.25000000000006 1 2022.5000000000002 10.897500000000003 284.98750000000007 211.12500000000003 198.14400000000003 2022.5000000000002 25.689000000000004 decision_type=9 2 9 2 2 2 2 2 2 2 left_child=8 2 3 -2 5 6 7 -4 -1 -6 right_child=1 -3 4 -5 9 -7 -8 -9 -10 -11 leaf_value=-0.16843031225963073 0.0059085277189691388 0.40761026252399796 0.00062771313513036026 0.24166028809040149 0.17424403259387383 -0.22054024716218312 0.14565906014935723 -0.15449911204973857 -0.26762032631090132 0.052186903067124195 leaf_weight=55 83 22 12904 47 26 21 29 30 59 39 leaf_count=55 83 22 12904 47 26 21 29 30 59 39 internal_value=0 0.00230409 0.00162925 0.0846317 0.00073692 0.000235506 0.000593161 0.000267901 -0.202042 0.10101 internal_weight=0 13201 13179 130 13049 12984 12963 12934 114 65 internal_count=13315 13201 13179 130 13049 12984 12963 12934 114 65 cat_boundaries=0 4 8 cat_threshold=0 16384 2228224 40960 0 0 16640 16908800 is_linear=0 shrinkage=0.01 Tree=720 num_leaves=10 num_cat=3 split_feature=4 3 25 5 25 14 25 26 26 split_gain=31260.6 25373.9 24470.9 16769.2 13936.6 10389.2 7504.81 940.722 510.388 threshold=344.25000000000006 344.25000000000006 0 333.3454000000001 1 182.65800000000004 2 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 9 2 9 2 2 left_child=1 2 8 4 7 6 -6 -4 -1 right_child=-2 -3 3 -5 5 -7 -8 -9 -10 leaf_value=0.14540631870428722 0.34758678656357989 -0.31778228402137759 -0.15225041666856179 -0.28281221208118257 0.021409122394611041 0.22869279384613037 -0.0021782359625246192 -0.091185521203644412 0.10988239214533853 leaf_weight=78 26 25 52 21 1519 20 11443 49 84 leaf_count=78 26 25 52 21 1519 20 11443 49 84 internal_value=0 0.000501404 0.00110121 -0.000454713 -1.83786e-06 0.000951437 0.000600772 -0.111578 0.119604 internal_weight=0 13291 13266 13104 13083 12982 12962 101 162 internal_count=13317 13291 13266 13104 13083 12982 12962 101 162 cat_boundaries=0 4 8 12 cat_threshold=0 16400 256 32768 0 0 6307840 131072 205521416 565312 1108279296 16785952 is_linear=0 shrinkage=0.01 Tree=721 num_leaves=10 num_cat=2 split_feature=4 3 25 5 25 8 17 26 26 split_gain=30638.5 24868.9 23983.8 16435.6 13461.7 13029.4 10363.8 500.232 325.834 threshold=344.25000000000006 344.25000000000006 0 333.3454000000001 1 263.93200000000007 95.142500000000013 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 left_child=1 2 7 4 8 6 -6 -1 -4 right_child=-2 -3 3 -5 5 -7 -8 -9 -10 leaf_value=0.1439522591080421 0.34411091492726248 -0.31460446081161503 -0.097804734880273983 -0.27998408907935735 0.00016472312829484388 0.23375820398330688 0.2126270920297374 0.10878356927917118 -0.13222637406262483 leaf_weight=78 26 25 55 21 12926 24 23 84 55 leaf_count=78 26 25 55 21 12926 24 23 84 55 internal_value=0 0.000496534 0.00109035 -0.000450019 -1.67239e-06 0.000972798 0.000542099 0.118408 -0.105431 internal_weight=0 13291 13266 13104 13083 12973 12949 162 110 internal_count=13317 13291 13266 13104 13083 12973 12949 162 110 cat_boundaries=0 4 8 cat_threshold=0 16400 256 32768 256 0 2113536 131072 is_linear=0 shrinkage=0.01 Tree=722 num_leaves=10 num_cat=3 split_feature=4 3 25 5 25 14 25 26 26 split_gain=30028.8 24374 23506.6 16108.5 13496.8 10188.7 7340.47 927.389 490.277 threshold=344.25000000000006 344.25000000000006 0 333.3454000000001 1 182.65800000000004 2 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 9 2 9 2 2 left_child=1 2 8 4 7 6 -6 -4 -1 right_child=-2 -3 3 -5 5 -7 -8 -9 -10 leaf_value=0.14251274532996691 0.34066981003834651 -0.3114584160089493 -0.1500889922105349 -0.27718424615405857 0.021199028738087319 0.22647041559219361 -0.002155145384195738 -0.089458394196568702 0.10769575306347438 leaf_weight=78 26 25 52 21 1515 20 11447 49 84 leaf_count=78 26 25 52 21 1515 20 11447 49 84 internal_value=0 0.000491569 0.00107944 -0.000445519 -1.65577e-06 0.000936455 0.000589185 -0.109803 0.117223 internal_weight=0 13291 13266 13104 13083 12982 12962 101 162 internal_count=13317 13291 13266 13104 13083 12982 12962 101 162 cat_boundaries=0 4 8 12 cat_threshold=0 16400 256 32768 0 0 6307840 131072 205521416 565320 1108017152 16785952 is_linear=0 shrinkage=0.01 Tree=723 num_leaves=8 num_cat=2 split_feature=4 3 25 5 25 17 14 split_gain=29431.2 23889 23038.7 15787.9 13029.3 8223.05 8125.31 threshold=344.25000000000006 344.25000000000006 0 333.3454000000001 1 95.142500000000013 170.05500000000004 decision_type=2 2 9 2 9 2 2 left_child=1 2 -1 4 -4 6 -6 right_child=-2 -3 3 -5 5 -7 -8 leaf_value=0.11605122010375178 0.33726310225633477 -0.308343828356266 -0.1037239592075348 -0.27441240401495071 0.00029592252352615266 0.18588847915331524 0.19715826806567965 leaf_weight=162 26 25 110 21 12928 24 21 leaf_count=162 26 25 110 21 12928 24 21 internal_value=0 0.000486796 0.00106879 -0.000440918 -1.49366e-06 0.0009572 0.000615183 internal_weight=0 13291 13266 13104 13083 12973 12949 internal_count=13317 13291 13266 13104 13083 12973 12949 cat_boundaries=0 4 8 cat_threshold=0 16400 256 32768 256 0 2113536 131072 is_linear=0 shrinkage=0.01 Tree=724 num_leaves=10 num_cat=0 split_feature=8 0 5 12 6 3 4 3 6 split_gain=29730.9 11966 6759.18 6624.54 9913.6 9667.34 15841.8 5310.01 420.328 threshold=341.27040000000005 365.72000000000008 333.3454000000001 238.56750000000002 228.56250000000003 177.71725000000004 293.85000000000008 228.18750000000003 272.07425000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -6 right_child=-2 -3 -4 -5 8 7 -8 -9 -10 leaf_value=0.0012950073513660519 0.38640074729919432 -0.23247251250527121 -0.16333393325805662 0.18310860836505888 -0.10075363386245002 0.24340090448206123 -0.27358401786713371 0.060941102697417655 -0.15833044067025184 leaf_weight=13076 20 22 25 20 21 22 21 58 32 leaf_count=13076 20 22 25 20 21 22 21 58 32 internal_value=0 0.000553485 0.000939667 0.00124962 0.000974698 0.00152369 0.000854261 0.111118 -0.135517 internal_weight=0 13297 13275 13250 13230 13177 13097 80 53 internal_count=13317 13297 13275 13250 13230 13177 13097 80 53 is_linear=0 shrinkage=0.01 Tree=725 num_leaves=13 num_cat=4 split_feature=25 25 24 26 26 6 8 9 14 25 26 6 split_gain=18995 12437.2 116693 44626.4 43688 14613.1 8495.12 7726.32 6938.69 6574.54 417.24 363.091 threshold=0 1 2 2022.5000000000002 2022.5000000000002 176.53925000000004 246.67500000000004 198.34750000000003 170.05500000000004 3 2022.5000000000002 255.10500000000002 decision_type=9 9 1 2 2 2 2 2 2 9 2 2 left_child=10 2 4 -4 -2 6 7 8 9 -3 -1 -7 right_child=1 5 3 -5 -6 11 -8 -9 -10 -11 -12 -13 leaf_value=-0.086408447406508701 0.072207540831395564 0.049690475039714292 0.03437335119003386 -0.22320404954306727 0.32386051482356648 -0.18782696113983791 0.20615441413223742 -0.15064787196762422 -0.18580967712402344 -0.00047010378241941515 -0.11626435874924063 -0.13564283251762391 leaf_weight=88 140 257 127 143 136 30 20 34 20 12237 100 24 leaf_count=88 140 257 127 143 136 30 20 34 20 12237 100 24 internal_value=0 0.00155607 0.0478441 -0.0984027 0.18935 -0.000482534 0.000222379 -0.000105852 0.000303165 0.000601088 -0.0971231 -0.164634 internal_weight=0 13168 546 270 276 12622 12568 12548 12514 12494 188 54 internal_count=13356 13168 546 270 276 12622 12568 12548 12514 12494 188 54 cat_boundaries=0 3 7 8 12 cat_threshold=0 540672 1107296256 67125248 64 17367296 172544 2714 0 16 2492416 16777216 is_linear=0 shrinkage=0.01 Tree=726 num_leaves=12 num_cat=0 split_feature=10 14 6 10 9 11 5 6 7 9 11 split_gain=13094.4 15527.8 7049.16 11122.3 10796.1 7779.12 7773.36 5658.46 3305.59 1187.44 570.505 threshold=282.93750000000006 192.44922000000003 227.06475000000003 211.12500000000003 71.845000000000013 176.53925000000004 217.36500000000004 297.60100000000006 5.4302350000000006 269.79925000000003 267.95700000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 9 -6 -7 right_child=-2 -3 7 -5 8 10 -8 -9 -10 -11 -12 leaf_value=0.0027345869764590111 -0.2494168236142113 -0.23475636737687247 -0.20455579415957131 0.21218178550750019 -0.050325205165822555 -0.099658974409103401 -0.11861749914457213 -0.0029996695885291468 -0.22020797741413117 -0.14075562846660614 -0.17519075612723828 leaf_weight=13040 21 28 30 25 53 20 53 26 20 20 20 leaf_count=13040 21 28 30 25 53 20 53 26 20 20 20 internal_value=0 0.00048785 0.000982841 0.00145599 0.00105767 0.00181796 0.00224336 -0.110976 -0.106307 -0.0751007 -0.137425 internal_weight=0 13335 13307 13251 13226 13133 13093 56 93 73 40 internal_count=13356 13335 13307 13251 13226 13133 13093 56 93 73 40 is_linear=0 shrinkage=0.01 Tree=727 num_leaves=13 num_cat=3 split_feature=25 25 24 26 26 5 6 5 9 6 5 26 split_gain=18553.7 12296.3 146985 38166.7 21144.8 11450.5 15669.2 11553.6 7364.18 7171.26 1109.12 402.258 threshold=0 1 2 2022.5000000000002 2022.5000000000002 217.36500000000004 230.65000000000003 172.87500000000003 198.34750000000003 183.80721500000004 279.07800000000003 2022.5000000000002 decision_type=9 9 1 2 2 2 2 2 2 2 2 2 left_child=11 2 3 -2 -4 6 7 8 9 -3 -7 -1 right_child=1 5 4 -5 -6 10 -8 -9 -10 -11 -12 -13 leaf_value=-0.085501279153607113 0.18455082726857019 0.0007264393333123989 0.010893508449929659 0.53848783197039274 -0.1717279399750811 -0.10838383947809538 -0.21395596476162182 0.23537106082552955 -0.14220202075110541 0.19023382924497129 -0.20556187847386237 -0.11481626804992556 leaf_weight=88 63 12634 122 59 132 24 34 21 36 20 23 100 leaf_count=88 63 12634 122 59 132 24 34 21 36 20 23 100 internal_value=0 0.00153747 0.0571461 0.328769 -0.0808298 -0.000140416 0.000434016 0.00100748 0.000619641 0.00102596 -0.155939 -0.0959886 internal_weight=0 13168 376 122 254 12792 12745 12711 12690 12654 47 188 internal_count=13356 13168 376 122 254 12792 12745 12711 12690 12654 47 188 cat_boundaries=0 3 7 8 cat_threshold=0 540672 1107296256 0 64 17301760 172032 658 is_linear=0 shrinkage=0.01 Tree=728 num_leaves=17 num_cat=6 split_feature=25 25 24 25 26 24 26 26 6 5 26 8 9 25 26 6 split_gain=18184.4 12057.2 113437 55894.2 35528.9 28367 27156.7 19642 13998.6 16313.6 13967.6 8724.57 7299.45 8100.39 394.253 389.723 threshold=0 1 2 3 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 176.53925000000004 272.07425000000006 2022.5000000000002 239.51250000000002 198.34750000000003 5 2022.5000000000002 255.10500000000002 decision_type=9 9 1 9 2 1 2 2 2 2 2 2 2 9 2 2 left_child=14 2 4 10 -2 7 -7 -5 9 11 -4 12 13 -3 -1 -10 right_child=1 8 3 5 -6 6 -8 -9 15 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.084646264856511902 0.14199499425603385 0.076917434490245323 -0.11102742171713285 0.053936919335808069 0.46415000801746337 0.089560815021395679 -0.15304294443007599 0.33118467686024117 -0.18517661850651107 -0.2718669180978428 -0.3265051826788829 0.20433853461628868 -0.15049887107685209 -0.00012400939201465762 -0.113668104955554 -0.13111256231864293 leaf_weight=88 67 128 56 56 70 88 97 47 30 22 65 21 32 12365 100 24 leaf_count=88 67 128 56 56 70 88 97 47 30 22 65 21 32 12365 100 24 internal_value=0 0.0015221 0.0470973 -0.0377519 0.285743 0.0390011 -0.0357119 0.164479 -0.000485112 0.000204811 -0.209468 0.000681901 0.000340441 0.000726806 -0.0950287 -0.161148 internal_weight=0 13168 546 409 137 288 185 103 12622 12568 121 12546 12525 12493 188 54 internal_count=13356 13168 546 409 137 288 185 103 12622 12568 121 12546 12525 12493 188 54 cat_boundaries=0 3 7 8 12 13 16 cat_threshold=0 540672 1107296256 67125248 64 17367296 172544 2688 67108864 0 524544 40960 26 0 16 2097152 is_linear=0 shrinkage=0.01 Tree=729 num_leaves=16 num_cat=3 split_feature=25 25 4 7 25 26 5 2 26 5 9 14 0 5 26 split_gain=17822.8 11816.9 56287.7 20408 12017.8 18924.3 10134.3 10086.9 12034.5 8994.99 7921.93 6710.75 7510.55 1236.54 386.407 threshold=0 1 29.353500000000004 11.207000000000003 2 2022.5000000000002 217.36500000000004 1.1487500000000002 2022.5000000000002 172.87500000000003 198.34750000000003 131.43000000000004 284.98750000000007 272.07425000000006 2022.5000000000002 decision_type=9 9 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 4 5 -2 9 8 -6 10 11 12 -3 -8 -1 right_child=1 6 -4 -5 7 -7 13 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.083799804760651159 0.063821482400636426 9.0784613137097616e-05 0.51099062094688419 -0.22795965937773385 0.027787908920171588 -0.17627955957994623 -0.09650035648118882 -0.14094571488244195 0.14742348968612481 0.20207665833559904 -0.15054050225019455 -0.18291451632976533 0.1893649086498079 -0.20263503945392111 -0.11253142409622668 leaf_weight=88 74 12480 25 30 176 59 21 21 161 22 35 20 21 23 100 leaf_count=88 74 12480 25 30 176 59 21 21 161 22 35 20 21 23 100 internal_value=0 0.00150746 0.0466264 0.025239 0.0407093 -0.0397042 -0.000479653 0.0697445 0.0849432 4.99391e-05 -0.000304042 0.000115914 0.00040874 -0.15198 -0.0940784 internal_weight=0 13168 546 521 491 133 12622 358 337 12578 12556 12521 12501 44 188 internal_count=13356 13168 546 521 491 133 12622 358 337 12578 12556 12521 12501 44 188 cat_boundaries=0 3 7 9 cat_threshold=0 540672 1107296256 67125248 64 17367296 172544 0 64 is_linear=0 shrinkage=0.01 Tree=730 num_leaves=9 num_cat=2 split_feature=25 14 10 3 4 2 25 26 split_gain=16768.6 17558.9 15026.5 10986.8 9543.46 10371.7 12118.1 243.992 threshold=0 182.65800000000004 233.43000000000004 333.3454000000001 279.07800000000003 279.07800000000003 1 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 left_child=7 2 3 4 5 6 -2 -1 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=0.13486001255020263 0.059419873168129897 0.24167422866821292 -0.22790948950011156 -0.21839830655766571 -0.17213148549199106 0.17520379392539753 -0.0012439681828643493 0.10691678506712761 leaf_weight=63 328 30 29 23 32 34 12765 62 leaf_count=63 328 30 29 23 32 34 12765 62 internal_value=0 1.95182e-05 -0.000529225 -2.89953e-05 0.000352682 0.000773151 0.000320188 0.112037 internal_weight=0 13241 13211 13182 13159 13127 13093 125 internal_count=13366 13241 13211 13182 13159 13127 13093 125 cat_boundaries=0 4 8 cat_threshold=0 16384 33685760 139264 0 2097168 2621440 32800 is_linear=0 shrinkage=0.01 Tree=731 num_leaves=13 num_cat=6 split_feature=25 15 3 26 2 25 24 25 25 6 25 2 split_gain=13959.6 19257.8 14380.7 9300.21 8153.85 7682.9 36512.9 26627.6 19278 10872.4 12062.8 2732.89 threshold=0 185.73222000000001 333.3454000000001 2022.5000000000002 255.10500000000002 1 2 3 4 218.62500000000003 5 340.12500000000006 decision_type=9 2 2 2 2 9 1 9 9 2 9 2 left_child=3 2 4 -1 5 6 7 -2 -8 10 -7 -6 right_child=1 -3 -4 -5 11 9 8 -9 -10 -11 -12 -13 leaf_value=0.15867402552290166 0.21625108538529814 0.28286503215630848 -0.24027295798659323 0.02142842024564743 0.22130163347721102 -0.056624516212261902 -0.14695461082458497 0.043977916829553543 -0.0030088648155807908 0.17555479638716753 -0.0016157218542536959 0.064470369577407829 leaf_weight=94 107 24 25 104 20 403 110 467 428 34 11525 25 leaf_count=94 107 24 25 104 20 403 110 467 428 34 11525 25 internal_value=0 -0.000144808 -0.000661674 0.0824227 -0.000205062 -0.000667585 0.0243551 0.0792446 -0.0345847 -0.00301156 -0.00352308 0.134173 internal_weight=0 13168 13144 198 13119 13074 1112 574 538 11962 11928 45 internal_count=13366 13168 13144 198 13119 13074 1112 574 538 11962 11928 45 cat_boundaries=0 4 8 9 13 16 19 cat_threshold=0 16384 2147614976 139264 265 2138256 19471360 16810016 237 0 16 2621440 32 256 16 2621440 67125248 524352 1077936128 is_linear=0 shrinkage=0.01 Tree=732 num_leaves=13 num_cat=3 split_feature=25 15 3 26 0 4 25 24 10 0 0 0 split_gain=13681.6 18874.5 14094.6 9115.14 6980.76 13971.5 12608.8 42807.1 12454.4 1251.97 1245.99 2027.34 threshold=0 185.73222000000001 333.3454000000001 2022.5000000000002 200.13000000000002 279.07800000000003 1 2 206.27675000000002 235.50000000000003 276.84975000000003 365.72000000000008 decision_type=9 2 2 2 2 2 9 1 2 2 2 2 left_child=3 2 4 -1 5 6 7 -2 -8 -6 -11 -12 right_child=1 -3 -4 -5 9 -7 8 -9 -10 10 11 -13 leaf_value=0.1570872857342375 -0.034827270819352982 0.28003639678160352 -0.23787022286653517 0.021214154672164184 -0.14847527437210084 -0.21515614533424376 -0.0014722022831682644 0.09794765224885664 -0.24521454708916801 -0.0061134370513584307 -0.17012703585624697 -0.029447629111153738 leaf_weight=94 453 24 25 104 25 30 12019 507 21 23 20 21 leaf_count=94 453 24 25 104 25 30 12019 507 21 23 20 21 internal_value=0 -0.000142965 -0.000654661 0.0815984 -0.000202615 0.000400255 0.000897693 0.0355814 -0.00189576 -0.0884655 -0.0650242 -0.0980717 internal_weight=0 13168 13144 198 13119 13030 13000 960 12040 89 64 41 internal_count=13366 13168 13144 198 13119 13030 13000 960 12040 89 64 41 cat_boundaries=0 4 8 9 cat_threshold=0 16384 2147614976 139264 1 2130000 53021696 16810016 3906 is_linear=0 shrinkage=0.01 Tree=733 num_leaves=10 num_cat=0 split_feature=14 10 11 13 17 13 6 11 11 split_gain=13006.4 21281.1 10388.1 10426.7 7756.81 7357.84 10427.7 2726.2 174.845 threshold=182.65800000000004 255.10500000000002 92.932500000000019 201.75000000000003 123.45650000000002 55.232840000000003 272.07425000000006 239.51250000000002 170.05500000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 -10 leaf_value=0.0025235302948504955 0.20248264819383621 -0.30328432269718336 -0.15089087348608743 -0.20222725410461426 -0.19459932041168213 0.15161967609867905 -0.19066334647791727 -0.043907616202320365 -0.19169763042813256 leaf_weight=13135 32 23 21 25 20 33 28 28 21 leaf_count=13135 32 23 21 25 20 33 28 28 21 internal_value=0 0.000634803 0.00115994 0.00180226 0.00218822 0.00248647 0.00211259 -0.12034 -0.171294 internal_weight=0 13334 13311 13241 13216 13196 13163 70 42 internal_count=13366 13334 13311 13241 13216 13196 13163 70 42 is_linear=0 shrinkage=0.01 Tree=734 num_leaves=12 num_cat=5 split_feature=25 14 10 3 25 24 7 25 6 25 26 split_gain=16111.8 16926.2 14208.3 10320.5 8579.71 36002.1 31618.8 17436.8 13224.5 8668.97 206.892 threshold=0 182.65800000000004 233.43000000000004 333.3454000000001 1 2 174.00000000000003 3 218.62500000000003 4 2022.5000000000002 decision_type=9 2 2 2 9 1 2 9 2 9 2 left_child=10 2 3 4 5 7 -7 -2 9 -6 -1 right_child=1 -3 -4 -5 8 6 -8 -9 -10 -11 -12 leaf_value=0.13134644092075409 0.0098625817401020704 0.23725907548268638 -0.22164415754120925 -0.21169911737027378 -0.0865716251415935 0.05540503491438379 0.4576876263618469 -0.098802203682168577 0.21851051392378629 -0.0021653442809231116 0.10561521141759811 leaf_weight=63 346 30 29 23 113 846 20 249 27 11558 62 leaf_count=63 346 30 29 23 113 846 20 249 27 11558 62 internal_value=0 -2.1505e-06 -0.000540933 -5.45128e-05 0.000315411 0.023078 0.0639571 -0.0364937 -0.00254503 -0.00305861 0.1098 internal_weight=0 13241 13211 13182 13159 1461 866 595 11698 11671 125 internal_count=13366 13241 13211 13182 13159 1461 866 595 11698 11671 125 cat_boundaries=0 4 8 9 12 15 cat_threshold=0 16384 33685760 139264 777 2203664 2694144 16810016 2834 520 98304 5120 67108864 0 4194304 is_linear=0 shrinkage=0.01 Tree=735 num_leaves=11 num_cat=0 split_feature=7 10 2 2 6 0 5 2 2 6 split_gain=33965.1 29871.7 15636 10203.3 9773.71 13267.3 14967.7 2429.04 3570.89 1133.4 threshold=284.98750000000007 279.07800000000003 181.87500000000003 140.32000000000002 218.62500000000003 365.72000000000008 333.3454000000001 293.85000000000008 219.40000000000003 279.07800000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -4 -6 right_child=-2 -3 7 -5 9 -7 -8 -9 -10 -11 leaf_value=0.00097883650601312514 -0.35432704355981615 0.38689006137847898 -0.20143039846420288 0.22124109188715618 0.20274436473846436 -0.23477413574854533 -0.27279708242416384 -0.20859862140814464 -0.032092372576395668 0.10261323470335741 leaf_weight=13050 27 20 20 21 20 24 20 30 33 26 leaf_count=13050 27 20 20 21 20 24 20 30 33 26 internal_value=0 0.000712031 0.000128856 0.000991732 0.000639736 0.000128555 0.000559899 -0.136694 -0.0959935 0.146149 internal_weight=0 13264 13244 13161 13140 13094 13070 83 53 46 internal_count=13291 13264 13244 13161 13140 13094 13070 83 53 46 is_linear=0 shrinkage=0.01 Tree=736 num_leaves=10 num_cat=3 split_feature=7 25 8 25 6 10 25 26 26 split_gain=33289.2 33658.2 35571.9 25390.1 19424.7 12474.6 9290.53 9196.67 2386.81 threshold=284.98750000000007 0 263.93200000000007 1 218.62500000000003 259.57500000000005 2 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 9 2 2 9 2 2 left_child=1 7 3 8 5 6 -5 -1 -3 right_child=-2 2 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.06261432498985646 -0.35078377017268431 0.091907910569147641 0.39566505183344303 -0.043372171610916908 0.22324354122846554 0.24325752130576545 0.0010275874635656593 -0.19690016519789602 0.16737841808795928 leaf_weight=102 27 88 23 480 39 21 12329 102 80 leaf_count=102 27 88 23 480 39 21 12329 102 80 internal_value=0 0.00070491 0.00274066 0.00204956 0.000407015 -0.000270035 -0.000669292 -0.123694 0.120664 internal_weight=0 13264 13060 13037 12869 12830 12809 204 168 internal_count=13291 13264 13060 13037 12869 12830 12809 204 168 cat_boundaries=0 4 8 11 cat_threshold=16384 0 2149580800 32768 0 16400 256 131104 67108864 2129984 16777216 is_linear=0 shrinkage=0.01 Tree=737 num_leaves=11 num_cat=2 split_feature=7 25 10 25 6 2 2 26 26 2 split_gain=32626.7 32988.2 26370.1 24257.1 14353.3 9595.69 12278.2 9013.66 4399.46 1984.64 threshold=284.98750000000007 0 259.57500000000005 1 218.62500000000003 181.87500000000003 140.32000000000002 2022.5000000000002 2022.5000000000002 293.85000000000008 decision_type=2 9 2 9 2 2 2 2 2 2 left_child=1 7 3 8 5 6 -5 -1 -3 -7 right_child=-2 2 -4 4 -6 9 -8 -9 -10 -11 leaf_value=-0.061988180858247421 -0.34727592973797405 0.083174083266459725 0.32718133666217325 0.0002676662016807588 0.19217671926204977 -0.081794493567375906 0.24823387849330902 -0.19493116258990528 0.19571838280733894 -0.19903974614360118 leaf_weight=102 27 71 25 12773 39 42 20 102 68 22 leaf_count=102 27 71 25 12773 39 42 20 102 68 22 internal_value=0 0.000697542 0.00271293 0.00209271 0.000624843 4.42821e-05 0.000655325 -0.122457 0.128954 -0.122098 internal_weight=0 13264 13060 13035 12896 12857 12793 204 139 64 internal_count=13291 13264 13060 13035 12896 12857 12793 204 139 64 cat_boundaries=0 4 7 cat_threshold=16384 0 2149580800 32768 0 16400 256 is_linear=0 shrinkage=0.01 Tree=738 num_leaves=10 num_cat=3 split_feature=7 25 8 25 6 10 25 26 26 split_gain=31977.4 32331.7 34812.8 24373.9 19833.7 12459.1 9070.77 8834.29 435.071 threshold=284.98750000000007 0 263.93200000000007 1 218.62500000000003 259.57500000000005 2 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 9 2 2 9 2 2 left_child=1 7 3 8 5 6 -5 -1 -3 right_child=-2 2 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.061368300710238667 -0.34380317630591217 0.10414355771165144 0.3913953051359757 -0.042943165249590368 0.22843905373623496 0.24903584870696069 0.00092941544775272059 -0.19298185174663862 0.13482550600502227 leaf_weight=102 27 95 23 480 38 20 12314 102 90 leaf_count=102 27 95 23 480 38 20 12314 102 90 internal_value=0 0.000690567 0.0026858 0.00200209 0.000316698 -0.000359553 -0.000749417 -0.121232 0.112964 internal_weight=0 13264 13060 13037 12852 12814 12794 204 185 internal_count=13291 13264 13060 13037 12852 12814 12794 204 185 cat_boundaries=0 4 8 11 cat_threshold=16384 0 2149580800 32768 0 16400 256 139296 67108864 2129984 16777216 is_linear=0 shrinkage=0.01 Tree=739 num_leaves=11 num_cat=4 split_feature=2 25 8 25 6 25 24 0 26 26 split_gain=31803.4 29899.2 41640.9 23268.7 16651.1 8007.91 10074.8 8309.95 7505.11 56.3734 threshold=293.85000000000008 0 263.93200000000007 1 218.62500000000003 2 3 176.53925000000004 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 9 2 9 1 2 2 2 left_child=1 8 3 9 5 6 -5 -7 -1 -3 right_child=-2 2 -4 4 -6 7 -8 -9 -10 -11 leaf_value=-0.060314057099819185 -0.30105375681604662 0.11148413113925769 0.4278285532412322 -0.11525420908980509 0.2093372222624327 0.00050665824218000164 -0.006268152459450658 0.11847714132070541 -0.18164646615489172 0.12258477215583508 leaf_weight=100 35 92 23 126 38 12380 242 60 104 91 leaf_count=100 35 92 23 126 38 12380 242 60 104 91 internal_value=0 0.000785373 0.00270506 0.00195667 0.000317496 -0.000302396 -0.0456459 0.00107478 -0.116461 0.110942 internal_weight=0 13256 13052 13029 12846 12808 368 12440 204 183 internal_count=13291 13256 13052 13029 12846 12808 368 12440 204 183 cat_boundaries=0 4 8 10 11 cat_threshold=16384 0 2149580800 32768 0 16400 256 139296 67108864 2129984 2209 is_linear=0 shrinkage=0.01 Tree=740 num_leaves=9 num_cat=3 split_feature=25 8 15 0 4 25 24 6 split_gain=17782.2 16131.3 6325.99 7096.1 6945.95 6846.98 24992.4 12882 threshold=0 284.98750000000007 237.02500000000003 344.25000000000006 285.62500000000006 1 2 218.62500000000003 decision_type=9 2 2 2 2 9 1 2 left_child=-1 2 3 4 5 6 -2 -7 right_child=1 -3 -4 -5 -6 7 -8 -9 leaf_value=0.12312211626667088 0.1071581074870734 0.26441980279010274 -0.17835655689239502 0.16157718446519639 -0.14785654768347742 -0.0023298923220394408 -0.034149894356031829 0.18206677436828614 leaf_weight=108 239 23 20 27 32 12613 247 38 leaf_count=108 239 23 20 27 32 12613 247 38 internal_value=0 -0.000182418 -0.000643047 -0.000373702 -0.000705745 -0.000347305 0.0361005 -0.00177461 internal_weight=0 13239 13216 13196 13169 13137 486 12651 internal_count=13347 13239 13216 13196 13169 13137 486 12651 cat_boundaries=0 3 7 8 cat_threshold=0 16384 35651840 16385 0 1074677760 172064 2215 is_linear=0 shrinkage=0.01 Tree=741 num_leaves=10 num_cat=2 split_feature=25 9 26 1 0 4 14 25 9 split_gain=17458 20543 18156.6 17972.4 15562 17927.4 9943.53 6569.37 2275.1 threshold=0 223.50400000000005 2022.5000000000002 339.56250000000006 344.25000000000006 285.62500000000006 104.94300000000001 1 279.07800000000003 decision_type=9 2 2 2 2 2 2 9 2 left_child=2 3 -1 4 5 6 7 -2 -3 right_child=1 8 -4 -5 -6 -7 -8 -9 -10 leaf_value=0.015129124310057043 0.023343466809965713 0.1506174138565326 0.27556774781674753 -0.27427691242968044 0.25951380936995799 -0.24102645843259751 -0.16179168666663923 -0.0019615101847837084 0.29964542669057848 leaf_weight=59 1112 21 49 24 23 31 38 11970 20 leaf_count=59 1112 21 49 24 23 31 38 11970 20 internal_value=0 -0.000180042 0.121995 -0.00087447 -0.000376394 -0.00083092 -0.000263385 0.000205815 0.223314 internal_weight=0 13239 108 13198 13174 13151 13120 13082 41 internal_count=13347 13239 108 13198 13174 13151 13120 13082 41 cat_boundaries=0 3 7 cat_threshold=0 16384 35651840 16393 2149654544 1074744320 172064 is_linear=0 shrinkage=0.01 Tree=742 num_leaves=10 num_cat=0 split_feature=7 9 4 14 3 3 6 9 3 split_gain=15440.1 18312.1 9027.54 11790.7 7742.73 5712.78 4986.77 2299.36 311.266 threshold=284.98750000000007 223.50400000000005 285.62500000000006 112.45500000000001 238.08750000000003 175.26000000000002 218.62500000000003 282.93750000000006 344.25000000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -3 -6 right_child=-2 7 -4 -5 8 -7 -8 -9 -10 leaf_value=0.001404508608722158 -0.2257172500366966 0.13933114865964111 -0.15739884581830768 -0.17709071694193662 -0.15504140354692936 0.12970286202430725 0.1045949957218576 0.28748111623525618 -0.10162534272670745 leaf_weight=13076 30 22 36 37 24 35 47 20 20 leaf_count=13076 30 22 36 37 24 35 47 20 20 internal_value=0 0.00140149 0.000741899 0.00117192 0.00167152 0.00211437 0.00177409 0.209879 -0.130761 internal_weight=0 13317 13275 13239 13202 13158 13123 42 44 internal_count=13347 13317 13275 13239 13202 13158 13123 42 44 is_linear=0 shrinkage=0.01 Tree=743 num_leaves=10 num_cat=1 split_feature=25 9 26 1 0 4 14 8 9 split_gain=17110.3 19804.2 17804.8 17567 15292.7 17338.1 9539.81 10254.1 2202.88 threshold=0 223.50400000000005 2022.5000000000002 339.56250000000006 344.25000000000006 285.62500000000006 104.94300000000001 263.93200000000007 279.07800000000003 decision_type=9 2 2 2 2 2 2 2 2 left_child=2 3 -1 4 5 6 7 -2 -3 right_child=1 8 -4 -5 -6 -7 -8 -9 -10 leaf_value=0.014936312174392959 -0.00018080167068422904 0.14771792929796945 0.27283909719817495 -0.27116971973485005 0.25725531204887059 -0.23704220425698064 -0.15848401083758001 0.21115237857984462 0.29436144542694093 leaf_weight=59 13059 21 49 24 23 31 38 23 20 leaf_count=59 13059 21 49 24 23 31 38 23 20 internal_value=0 -0.000186971 0.120766 -0.000868805 -0.000376379 -0.000826955 -0.000268824 0.000190752 0.219251 internal_weight=0 13239 108 13198 13174 13151 13120 13082 41 internal_count=13347 13239 108 13198 13174 13151 13120 13082 41 cat_boundaries=0 3 cat_threshold=0 16384 35651840 is_linear=0 shrinkage=0.01 Tree=744 num_leaves=11 num_cat=1 split_feature=25 9 26 1 0 4 3 14 9 3 split_gain=16769.8 19410.1 17450.5 17217.4 14988.4 16993.1 12944.1 9240.94 2159.04 612.525 threshold=0 223.50400000000005 2022.5000000000002 339.56250000000006 344.25000000000006 285.62500000000006 238.08750000000003 104.94300000000001 279.07800000000003 333.3454000000001 decision_type=9 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 4 5 6 7 -2 -3 -8 right_child=1 8 -4 -5 -6 -7 9 -9 -10 -11 leaf_value=0.014786953926086427 0.0007444990909955128 0.14624074809608006 0.27011068363578955 -0.26845802109688521 0.25468276562898057 -0.23467178279353726 -0.13912713706493379 -0.15751596959056083 0.29141783666610716 -0.21559170998632909 leaf_weight=59 13041 21 49 24 23 31 22 37 20 20 leaf_count=59 13041 21 49 24 23 31 22 37 20 20 internal_value=0 -0.000185102 0.119558 -0.000860117 -0.000372615 -0.000818686 -0.000266136 0.000296752 0.217059 -0.175539 internal_weight=0 13239 108 13198 13174 13151 13120 13078 41 42 internal_count=13347 13239 108 13198 13174 13151 13120 13078 41 42 cat_boundaries=0 3 cat_threshold=0 16384 35651840 is_linear=0 shrinkage=0.01 Tree=745 num_leaves=20 num_cat=5 split_feature=4 25 24 25 1 25 26 2 4 8 26 6 2 24 5 7 4 2 0 split_gain=17352.2 16515 51770.3 69278.8 43288.6 42202.3 29435.5 25845.5 21474.9 33412.5 18991.6 15573 12836.5 12477.2 8081.43 7903.86 5505.6 104.017 3.3786 threshold=365.72000000000008 0 1 2 31.872000000000003 3 2022.5000000000002 8.095500000000003 29.353500000000004 36.685000000000009 2022.5000000000002 206.27675000000002 176.53925000000004 4 234.55500000000004 211.12500000000003 105.004 230.65000000000003 6.5057 decision_type=2 9 1 9 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 3 4 7 10 -5 18 9 13 -4 12 14 -7 15 16 -3 -14 -1 right_child=-2 11 5 6 -6 8 -8 -9 -10 -11 -12 -13 17 -15 -16 -17 -18 -19 -20 leaf_value=-0.071896624743938445 -0.29318504470586776 -0.00087999762135241048 -0.05192090879593577 0.18506370270151201 0.41399590406417847 0.081728625048616138 0.49356981702607416 0.30884244537353517 0.3160038055419922 -0.35668583797371911 -0.29290697119691794 -0.20112721076378456 -0.14677722519636155 -0.016787838348802531 -0.179952264213562 0.15698013558750973 0.091400166053038384 -0.17663648681981223 -0.076290513753890996 leaf_weight=140 20 12108 63 59 25 248 65 20 25 23 68 39 20 255 25 32 65 28 20 leaf_count=140 20 12108 63 59 25 248 65 20 25 23 68 39 20 255 25 32 65 28 20 internal_value=0 0.00158811 0.0402361 0.141405 0.0229554 -0.0099063 0.320901 -0.0300805 0.029115 0.0160331 -0.164459 -0.00161554 -0.000983125 0.033076 -0.000342555 2.53473e-05 -0.000387251 -0.164195 -0.0724459 internal_weight=0 13328 1011 329 205 682 124 180 551 526 131 12317 12278 503 12230 12205 12173 48 160 internal_count=13348 13328 1011 329 205 682 124 180 551 526 131 12317 12278 503 12230 12205 12173 48 160 cat_boundaries=0 4 5 8 12 13 cat_threshold=67125760 24640 1095368960 40992 2600 16896 64 524288 67108864 16384 4194560 8224 450 is_linear=0 shrinkage=0.01 Tree=746 num_leaves=12 num_cat=2 split_feature=4 14 25 26 25 3 9 2 10 2 26 split_gain=17007 16313.7 16639.5 9860.73 9010.71 20498.8 13343.2 12713 12540.5 13634.8 1453.13 threshold=365.72000000000008 182.65800000000004 0 2022.5000000000002 1 189.44922000000003 239.51250000000002 106.24644000000002 228.37500000000003 255.10500000000002 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 2 2 left_child=1 2 3 -1 5 7 8 10 9 -6 -4 right_child=-2 -3 4 -5 6 -7 -8 -9 -10 -11 -12 leaf_value=0.21090444755358775 -0.2902531997561455 0.24269672223499844 -0.066008743941783909 0.035169883094616793 0.00088164362227162495 0.26415552234649659 0.2474520562115041 -0.28708724240461986 -0.24924290710687635 0.22584092749489679 -0.024512380468855861 leaf_weight=61 20 28 208 67 12709 20 22 24 20 27 142 leaf_count=61 20 28 208 67 12709 20 22 24 20 27 142 internal_value=0 0.00157271 0.00106508 0.110301 -8.01061e-05 -0.0465781 0.00138893 -0.0644403 0.000965636 0.00135855 -0.0491731 internal_weight=0 13328 13300 128 13172 394 12778 374 12756 12736 350 internal_count=13348 13328 13300 128 13172 394 12778 374 12756 12736 350 cat_boundaries=0 4 8 cat_threshold=0 16384 1077936384 32768 256 16 2149842944 16777216 is_linear=0 shrinkage=0.01 Tree=747 num_leaves=8 num_cat=0 split_feature=4 10 6 1 6 9 18 split_gain=16668.5 16035.9 9068.48 8865.71 9343.53 7876.72 5285.32 threshold=365.72000000000008 279.07800000000003 365.72000000000008 355.00000000000006 227.06475000000003 269.79925000000003 95.142500000000013 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=0.0021171393625289848 -0.28735067045688634 0.28450473725795744 -0.21164568901062011 0.2067590260931424 -0.16204579734802246 -0.19674431449174884 -0.15300946777517146 leaf_weight=13190 20 20 20 21 35 20 22 leaf_count=13190 20 20 20 21 35 20 22 internal_value=0 0.00155698 0.00113176 0.00145201 0.00112703 0.00155864 0.00185883 internal_weight=0 13328 13308 13288 13267 13232 13212 internal_count=13348 13328 13308 13288 13267 13232 13212 is_linear=0 shrinkage=0.01 Tree=748 num_leaves=18 num_cat=6 split_feature=14 25 24 25 25 5 24 10 1 6 3 25 1 3 3 2 6 split_gain=16023.8 15759.5 72564.9 112347 38889.1 32829.6 22297.6 13130.4 14226.6 13331.4 11136.5 14142.6 9978.81 5285.23 1817.33 674.548 251.107 threshold=182.65800000000004 0 1 2 3 21.947000000000003 4 228.37500000000003 255.10500000000002 206.27675000000002 181.87500000000003 5 18.794500000000003 230.65000000000003 2.2169500000000002 2.1940000000000004 272.07425000000006 decision_type=2 9 1 9 9 2 1 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 12 5 6 -4 8 9 10 11 -3 14 -12 -1 -8 -11 right_child=-2 7 4 -5 -6 -7 15 -9 -10 16 13 -13 -14 -15 -16 -17 -18 leaf_value=-0.021219551009044314 0.2400856230088643 -0.055244469463249145 0.13244052914636475 0.4083759019970894 -0.11873145573178437 0.4346821049281529 -0.060348681099180665 -0.25814663422107698 0.2056421426615932 -0.20643962428683327 0.25924209936098619 -0.00015483521963945073 0.2028149938583374 0.061443105391093662 -0.12456748062372208 -0.0019137641657953678 -0.15692914712429049 leaf_weight=114 28 475 102 110 233 21 140 20 33 21 22 11911 20 35 20 23 20 leaf_count=114 28 475 102 110 233 21 140 20 33 21 22 11911 20 35 20 23 20 internal_value=0 0.000610513 0.0438438 0.175734 -0.0252985 0.0522596 0.0239264 -0.0021229 -0.00171552 -0.00226364 -0.00167046 -0.00231224 -0.0052078 0.137787 -0.0366446 -0.0490915 -0.182288 internal_weight=0 13320 783 264 519 286 265 12537 12517 12484 12443 12386 154 57 134 163 41 internal_count=13348 13320 783 264 519 286 265 12537 12517 12484 12443 12386 154 57 134 163 41 cat_boundaries=0 4 5 6 9 10 14 cat_threshold=67125760 24576 1078657280 40992 2720 16896 512 0 131072 1090 256 80 2149842944 16777216 is_linear=0 shrinkage=0.01 Tree=749 num_leaves=21 num_cat=7 split_feature=4 25 24 25 1 25 26 2 4 8 26 6 2 3 24 25 24 4 2 26 split_gain=16401.8 15829.5 50128.5 66867.7 42038.4 41236.7 28927.8 25291 20945.5 32914.9 18481.2 14727.2 12539.5 12994.8 12090.8 6437.04 12901.6 4876.18 105.18 1.4834 threshold=365.72000000000008 0 1 2 31.872000000000003 3 2022.5000000000002 8.095500000000003 29.353500000000004 36.685000000000009 2022.5000000000002 206.27675000000002 176.53925000000004 216.24000000000004 4 5 6 149.69580000000005 230.65000000000003 2022.5000000000002 decision_type=2 9 1 9 2 9 2 2 2 2 2 2 2 2 1 9 1 2 2 2 left_child=1 2 3 4 7 10 -5 19 9 14 -4 12 13 15 -7 16 -3 -17 -14 -1 right_child=-2 11 5 6 -6 8 -8 -9 -10 -11 -12 -13 18 -15 -16 17 -18 -19 -20 -21 leaf_value=-0.070742538126035676 -0.28505259341001515 0.049432538237357354 -0.051761772375672116 0.18037573850761024 0.40790027885437014 0.080495297284435857 0.48620990740335907 0.30555171728134156 0.31193719482421878 -0.35424614771552704 -0.28948762100847331 -0.19562087083474183 -0.14478519237041473 0.18935698611868751 -0.016485734600503489 6.5215876130999339e-05 -0.079368321334712957 0.13460597832997642 -0.17481090903282165 -0.072675696217442215 leaf_weight=87 20 104 63 59 25 248 65 20 25 23 68 39 20 36 255 11806 257 27 28 73 leaf_count=87 20 104 63 59 25 248 65 20 25 23 68 39 20 36 255 11806 257 27 28 73 internal_value=0 0.00153388 0.0393713 0.138922 0.0225517 -0.00996577 0.315267 -0.0297161 0.0286093 0.0156871 -0.162739 -0.00160254 -0.000987562 -0.000354447 0.0326025 -0.000914526 -0.04193 0.000371891 -0.1623 -0.0716245 internal_weight=0 13328 1011 329 205 682 124 180 551 526 131 12317 12278 12230 503 12194 361 11833 48 160 internal_count=13348 13328 1011 329 205 682 124 180 551 526 131 12317 12278 12230 503 12194 361 11833 48 160 cat_boundaries=0 4 5 8 12 13 17 18 cat_threshold=67125760 24640 1095368960 40992 2600 16896 64 524288 67108864 16384 4194560 8224 450 256 16 2147745792 16777728 1292 is_linear=0 shrinkage=0.01 Tree=750 num_leaves=9 num_cat=1 split_feature=25 8 10 7 10 1 0 0 split_gain=93587.5 30502.8 26842.5 26544.8 12951.9 11489.4 22326.4 3038.11 threshold=0 312.55000000000013 282.93750000000006 279.07800000000003 211.12500000000003 114.12500000000001 293.85000000000008 4.1940000000000008 decision_type=9 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 6 -2 -7 right_child=1 -3 -4 -5 -6 7 -8 -9 leaf_value=-0.28633323697180585 -0.0024012244322332535 0.38919092178344727 -0.35887237026577906 0.33120179459452631 0.23042029575755199 0.073322509161887636 -0.30152997884750365 0.206491469457036 leaf_weight=106 12945 20 21 24 24 93 25 21 leaf_count=106 12945 20 21 24 24 93 25 21 internal_value=0 -0.00104228 -0.00163645 -0.00106517 -0.00167354 -0.00209927 -0.0029778 0.0978536 internal_weight=0 13173 13153 13132 13108 13084 12970 114 internal_count=13279 13173 13153 13132 13108 13084 12970 114 cat_boundaries=0 4 cat_threshold=0 0 1075839232 32768 is_linear=0 shrinkage=0.01 Tree=751 num_leaves=11 num_cat=2 split_feature=25 8 26 6 0 11 0 25 26 11 split_gain=91885.5 29895.8 16198.6 12079.5 12923 10725.3 8381.62 7685.98 6126.63 1906.26 threshold=0 312.55000000000013 2022.5000000000002 297.60100000000006 241.78314000000003 92.932500000000019 181.87500000000003 1 2022.5000000000002 232.33000000000004 decision_type=9 2 2 2 2 2 2 9 2 2 left_child=2 3 -1 4 5 6 7 -2 -6 -7 right_child=1 -3 -4 -5 8 9 -8 -9 -10 -11 leaf_value=-0.19144349362633445 0.030798407294675815 0.385299015045166 -0.43885783609221962 0.21798486728668212 -0.27495345403750737 -0.090604219174810818 0.14950503461465642 -0.0030637701250003728 -0.062136711805097521 -0.20779879847298499 leaf_weight=55 699 20 51 25 24 35 37 12279 31 23 leaf_count=55 699 20 51 25 24 35 37 12279 31 23 internal_value=0 -0.00103186 -0.283717 -0.00162008 -0.00203828 -0.00139474 -0.000790082 -0.00121857 -0.155002 -0.137078 internal_weight=0 13173 106 13153 13128 13073 13015 12978 55 58 internal_count=13279 13173 106 13153 13128 13073 13015 12978 55 58 cat_boundaries=0 4 8 cat_threshold=0 0 1075839232 32768 67108865 548880 34095104 19014176 is_linear=0 shrinkage=0.01 Tree=752 num_leaves=12 num_cat=1 split_feature=25 8 7 4 26 3 6 5 3 3 6 split_gain=90057.1 29300.9 19094.6 24041.9 15876.2 14954.9 8939.05 12905.2 2831.23 7311.33 1393.98 threshold=0 312.55000000000013 279.07800000000003 293.85000000000008 2022.5000000000002 189.44922000000003 218.62500000000003 272.07425000000006 333.3454000000001 255.10500000000002 263.93200000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 5 -1 6 7 -2 9 -7 -8 right_child=1 -3 -4 -5 -6 8 10 -9 -10 -11 -12 leaf_value=-0.18952905909581616 -0.00078430182235263483 0.38144602394104005 0.27449994874000549 -0.32515716894813201 -0.43446926177716727 -0.18553518642981845 0.1983081042766571 -0.21963742962589972 -0.23214687532704809 0.052930540811270479 0.089787513223187676 leaf_weight=55 12950 20 25 23 51 36 20 27 23 20 29 leaf_count=55 12950 20 25 23 51 36 20 27 23 20 29 internal_value=0 -0.00102133 -0.00160367 -0.00212946 -0.28088 -0.00156253 -0.000730609 -0.00123965 -0.138735 -0.100369 0.134082 internal_weight=0 13173 13153 13128 106 13105 13026 12977 79 56 49 internal_count=13279 13173 13153 13128 106 13105 13026 12977 79 56 49 cat_boundaries=0 4 cat_threshold=0 0 1075839232 32768 is_linear=0 shrinkage=0.01 Tree=753 num_leaves=10 num_cat=1 split_feature=25 7 14 4 10 26 3 1 3 split_gain=88265 15731 17239.6 27197.4 33665 15560.3 11927.7 10344.6 2174.51 threshold=0 355.00000000000006 182.65800000000004 293.85000000000008 267.95700000000005 2022.5000000000002 189.44922000000003 181.87500000000003 255.10500000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=5 2 3 4 6 -1 7 -2 -8 right_child=1 -3 -4 -5 -6 -7 8 -9 -10 leaf_value=-0.18763376783240926 -0.00062939487456513009 0.27922995901107789 0.25580717050112212 -0.33827384640773139 -0.40139732099714737 -0.43012457085590738 -0.18349566129275729 0.11874699481137813 -0.076180373863884959 leaf_weight=55 12933 20 26 24 21 51 35 73 41 leaf_count=55 12933 20 26 24 21 51 35 73 41 internal_value=0 -0.00101111 -0.00143801 -0.00194752 -0.00133149 -0.278071 -0.000689281 4.06402e-05 -0.125602 internal_weight=0 13173 13153 13127 13103 106 13082 13006 76 internal_count=13279 13173 13153 13127 13103 106 13082 13006 76 cat_boundaries=0 4 cat_threshold=0 0 1075839232 32768 is_linear=0 shrinkage=0.01 Tree=754 num_leaves=10 num_cat=0 split_feature=8 7 3 6 0 11 6 3 3 split_gain=21527.7 12400.2 18762.4 8229.26 17510.5 8735.96 6580.95 3175.04 7009.96 threshold=341.27040000000005 279.07800000000003 189.44922000000003 297.60100000000006 293.85000000000008 246.67500000000004 227.06475000000003 333.3454000000001 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 -10 leaf_value=-0.0024651502261514276 0.32443723678588871 0.20632779447095737 -0.19432646945903176 0.18985755010084673 -0.23035546905854168 -0.20691805382569631 -0.15593778465475355 -0.24776349107027057 0.033331253297981762 leaf_weight=13042 20 28 38 22 34 21 28 25 21 leaf_count=13042 20 28 38 22 34 21 28 25 21 internal_value=0 -0.0038931 -0.00433798 -0.00338611 -0.00371003 -0.00312138 -0.00279394 -0.153316 -0.113296 internal_weight=0 13259 13231 13147 13125 13091 13070 84 59 internal_count=13279 13259 13231 13147 13125 13091 13070 84 59 is_linear=0 shrinkage=0.01 Tree=755 num_leaves=13 num_cat=4 split_feature=25 8 25 10 25 24 26 26 0 6 26 26 split_gain=32972.1 21320.7 17273.8 11846.1 7403.12 19173.5 6990.56 6667.86 5862.15 4197.34 2163.65 692.173 threshold=0 312.55000000000013 1 218.62500000000003 2 3 2022.5000000000002 2022.5000000000002 293.85000000000008 218.62500000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 9 1 2 2 2 2 2 2 left_child=6 2 10 4 5 7 -1 -4 9 -6 -2 -7 right_child=1 -3 3 -5 8 11 -8 -9 -10 -11 -12 -13 leaf_value=-0.10052255448486123 0.13211855337183961 0.31761564527239122 -0.030020952676904612 -0.18132409124761015 -0.00098452439500762391 -0.1024323925566166 -0.25783522124876057 0.11747334336317503 -0.16789820069358463 0.10867653451647077 0.062739377275280561 -0.14193390397798447 leaf_weight=56 93 21 58 37 12665 94 57 65 21 35 87 84 leaf_count=56 93 21 58 37 12665 94 57 65 21 35 87 84 internal_value=0 -0.000764238 -0.00126984 -0.00264417 -0.00213851 -0.0503426 -0.165251 0.0443199 -0.000957598 -0.000682309 0.0933966 -0.114633 internal_weight=0 13260 13239 13059 13022 301 113 123 12721 12700 180 178 internal_count=13373 13260 13239 13059 13022 301 113 123 12721 12700 180 178 cat_boundaries=0 4 7 10 11 cat_threshold=0 0 2097152 164352 0 16448 256 0 16 21168128 3141 is_linear=0 shrinkage=0.01 Tree=756 num_leaves=10 num_cat=4 split_feature=25 8 25 10 25 24 2 2 0 split_gain=32315.9 20896.4 16930.1 11610.4 7255.8 18791.9 8888.83 5750.49 1939.86 threshold=0 312.55000000000013 1 218.62500000000003 2 3 255.10500000000002 176.53925000000004 6.3720000000000008 decision_type=9 2 9 2 9 1 2 2 2 left_child=-1 2 8 4 5 -4 7 -6 -2 right_child=1 -3 3 -5 6 -7 -8 -9 -10 leaf_value=-0.16359847345730152 0.10920599654689431 0.31443950653076175 0.043876739794150334 -0.17951085145409043 -0.0010083321122620463 -0.11348713840417406 0.1770285830327443 -0.1373732792177508 0.0047469325065612796 leaf_weight=113 160 21 123 37 12662 178 28 31 20 leaf_count=113 160 21 123 37 12662 178 28 31 20 internal_value=0 -0.000756595 -0.00125714 -0.00261773 -0.00211713 -0.0498391 -0.000948022 -0.00134137 0.0924626 internal_weight=0 13260 13239 13059 13022 301 12721 12693 180 internal_count=13373 13260 13239 13059 13022 301 12721 12693 180 cat_boundaries=0 4 7 10 11 cat_threshold=0 0 2097152 164352 0 16448 256 0 16 21168128 3141 is_linear=0 shrinkage=0.01 Tree=757 num_leaves=17 num_cat=5 split_feature=25 8 25 25 24 26 3 3 6 26 3 3 26 24 26 26 split_gain=31724.9 20480.6 16593.3 8729.79 19170 6851.45 6518.83 8061.36 7336.48 5879.25 3628.79 4257.24 2118.68 1955 568.015 105.103 threshold=0 312.55000000000013 1 2 3 2022.5000000000002 149.69580000000005 105.004 218.62500000000003 2022.5000000000002 216.24000000000004 272.07425000000006 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 9 1 2 2 2 2 2 2 2 2 1 2 2 left_child=5 2 12 4 9 -1 7 8 -5 -4 -8 -12 -2 14 -6 -15 right_child=1 -3 3 6 13 -7 10 -9 -10 -11 11 -13 -14 15 -16 -17 leaf_value=-0.097881344474319898 0.12980639321829684 0.31129509335472472 -0.019150117486715319 -0.0015308173072290413 -0.043399812023227034 -0.25362089441533675 -0.19414026174545287 0.17512814402580262 0.14556099386776195 0.13362871982016652 0.055574655099348585 -0.13900393442453252 0.061152009237771747 -0.15382570019135108 -0.089919281950536764 -0.17434606050451595 leaf_weight=56 93 21 48 12623 52 57 25 26 34 53 22 23 87 52 53 48 leaf_count=56 93 21 48 12623 52 57 25 26 34 53 22 23 87 52 53 48 internal_value=0 -0.000749554 -0.00124509 -0.00259209 -0.0545156 -0.162095 -0.00130448 -0.000774352 -0.00113569 0.0555236 -0.0975422 -0.0438766 0.091538 -0.108791 -0.0610653 -0.148796 internal_weight=0 13260 13239 13059 306 113 12753 12683 12657 101 70 45 180 205 105 100 internal_count=13373 13260 13239 13059 306 113 12753 12683 12657 101 70 45 180 205 105 100 cat_boundaries=0 4 7 10 11 12 cat_threshold=0 0 2097152 164352 0 16448 256 0 16 21168128 3077 840 is_linear=0 shrinkage=0.01 Tree=758 num_leaves=11 num_cat=0 split_feature=8 10 0 7 4 12 3 26 0 12 split_gain=17025.5 24457.9 11398.5 11220.5 14531.2 11850.9 11149.5 4232.38 4412.77 1494.09 threshold=341.27040000000005 279.07800000000003 200.13000000000002 279.07800000000003 279.07800000000003 115.96500000000002 279.07800000000003 2022.5000000000002 293.85000000000008 207.80256000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 -9 -7 right_child=-2 -3 7 -5 -6 9 -8 8 -10 -11 leaf_value=-0.00020062781909442856 0.28229823702857609 -0.34366300946190242 -0.027925458626869397 0.20621287410075848 -0.21131178684081092 -0.092671870731172099 -0.1999621421577675 -0.091717541531349214 -0.26677255779504777 -0.20425481187445776 leaf_weight=13096 21 21 39 26 33 21 28 36 24 28 leaf_count=13096 21 21 39 26 33 21 28 36 24 28 internal_value=0 -0.00265981 -0.00212263 -0.00132281 -0.0017314 -0.00120638 -0.000626818 -0.109025 -0.16174 -0.156434 internal_weight=0 13352 13331 13232 13206 13173 13124 99 60 49 internal_count=13373 13352 13331 13232 13206 13173 13124 99 60 49 is_linear=0 shrinkage=0.01 Tree=759 num_leaves=13 num_cat=4 split_feature=25 8 25 10 25 24 2 26 26 2 26 26 split_gain=31027.3 19739.9 16321.3 11191.5 6932 18080.7 8743.47 6700.09 6433.21 5637.53 2056.33 661.431 threshold=0 312.55000000000013 1 218.62500000000003 2 3 255.10500000000002 2022.5000000000002 2022.5000000000002 176.53925000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 9 1 2 2 2 2 2 2 left_child=7 2 10 4 5 8 9 -1 -4 -6 -2 -7 right_child=1 -3 3 -5 6 11 -8 -9 -10 -11 -12 -13 leaf_value=-0.096781582527660906 0.12854723384303432 0.3056282025291806 -0.029834233892375023 -0.17621669290839015 -0.00097010273686144581 -0.099149567190002896 0.17560562052897044 -0.25079130929813054 0.11504151375477131 -0.13598905847918605 0.060910738610673219 -0.13776390325455437 leaf_weight=56 93 21 58 37 12662 94 28 57 65 31 87 84 leaf_count=56 93 21 58 37 12662 94 28 57 65 31 87 84 internal_value=0 -0.000721534 -0.00120802 -0.00254396 -0.00205245 -0.0486975 -0.000909759 -0.160284 0.0432129 -0.00129986 0.0908112 -0.111129 internal_weight=0 13260 13239 13059 13022 301 12721 113 123 12693 180 178 internal_count=13373 13260 13239 13059 13022 301 12721 113 123 12693 180 178 cat_boundaries=0 4 7 10 11 cat_threshold=0 0 2097152 164352 0 16448 256 0 16 21168128 3141 is_linear=0 shrinkage=0.01 Tree=760 num_leaves=11 num_cat=4 split_feature=4 25 25 14 25 24 10 9 10 11 split_gain=34313.6 21914.5 17385.5 13771.8 7255.7 26226.1 42170.6 15249.6 19327 12683.7 threshold=344.25000000000006 0 1 192.44922000000003 2 3 17.952000000000002 239.51250000000002 239.51250000000002 3.5300000000000007 decision_type=2 9 9 2 9 1 2 2 2 2 left_child=1 -1 -3 4 5 9 -7 8 -6 -4 right_child=-2 2 3 -5 7 6 -8 -9 -10 -11 leaf_value=-0.13575721676493513 0.35153087585100101 0.12418012355357923 0.086643298958648335 -0.23811353405316671 -0.00090983479215983978 -0.025100876792328308 0.4090934692517571 0.26827448419162209 -0.31203908324241642 -0.11238194237737094 leaf_weight=106 28 106 550 24 11613 815 23 21 20 34 leaf_count=106 28 106 550 24 11613 815 23 21 20 34 internal_value=0 0.00109331 0.00229283 0.00121259 0.00165279 0.0228944 -0.0130284 -0.000957899 -0.00144474 0.0737926 internal_weight=0 13312 13206 13100 13076 1422 838 11654 11633 584 internal_count=13340 13312 13206 13100 13076 1422 838 11654 11633 584 cat_boundaries=0 4 8 12 13 cat_threshold=0 0 655360 131584 0 0 35651840 32768 201342985 2670592 2168784896 16785440 2164 is_linear=0 shrinkage=0.01 Tree=761 num_leaves=13 num_cat=0 split_feature=4 10 14 10 2 10 21 12 11 10 12 21 split_gain=33630.8 17989.9 15839.2 8252 7897.96 8937.62 7584.72 17290.3 9617.06 3116.7 1859.14 1397.46 threshold=344.25000000000006 282.93750000000006 192.44922000000003 42.305000000000007 0.46289950000000007 211.12500000000003 10.897500000000003 121.37500000000001 92.932500000000019 56.746140000000004 263.10700000000003 25.689000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 9 7 8 -1 -5 -9 -8 right_child=-2 -3 -4 4 -6 -7 11 10 -10 -11 -12 -13 leaf_value=0.001995761999938572 0.34801556116502197 -0.29860823607444764 -0.24504486139004047 0.088755036592483516 0.26738611759990455 0.21455962212756277 0.16121829961908277 -0.13780598975718023 -0.12705922253429891 -0.055460374127043056 -0.26835150182247164 0.067348302977425722 leaf_weight=12987 28 20 26 22 20 24 29 24 58 47 20 35 leaf_count=12987 28 20 26 22 20 24 29 24 58 47 20 35 internal_value=0 0.00108229 0.00153323 0.00201649 0.0871073 0.0483377 0.00128546 0.000754462 0.00142196 -0.00947865 -0.197145 0.109883 internal_weight=0 13312 13292 13266 113 93 13153 13089 13045 69 44 64 internal_count=13340 13312 13292 13266 113 93 13153 13089 13045 69 44 64 is_linear=0 shrinkage=0.01 Tree=762 num_leaves=12 num_cat=0 split_feature=4 10 3 14 10 21 12 2 10 21 3 split_gain=32961.6 17631.9 21592.6 11686 9057.12 7349.76 16566.6 7227.08 10147 1369.65 34.7847 threshold=344.25000000000006 282.93750000000006 263.93200000000007 192.44922000000003 42.305000000000007 10.897500000000003 160.17520000000005 0.46289950000000007 211.12500000000003 25.689000000000004 365.72000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -7 -4 right_child=-2 -3 10 -5 7 9 -8 -9 -10 -11 -12 leaf_value=0.001917069288257399 0.34453541024454998 -0.29562215232849121 -0.23099428003484551 -0.21821837385495502 -0.006646235576447319 0.15960612971207191 -0.22589430063962937 0.26471226212382315 0.23633434618296834 0.066674819673810698 -0.21300113545109828 leaf_weight=13018 28 20 22 24 68 29 32 20 23 35 21 leaf_count=13018 28 20 22 24 68 29 32 20 23 35 21 internal_value=0 0.00107147 0.00151789 0.002244 0.00264408 0.00188272 0.00135845 0.0925945 0.0547664 0.108784 -0.222207 internal_weight=0 13312 13292 13249 13225 13114 13050 111 91 64 43 internal_count=13340 13312 13292 13249 13225 13114 13050 111 91 64 43 is_linear=0 shrinkage=0.01 Tree=763 num_leaves=13 num_cat=4 split_feature=4 25 25 26 14 25 24 10 9 10 11 26 split_gain=32305.6 21468.9 17163.4 24185.4 12965.8 7158.98 25764.8 41129.6 14915.7 18953.8 12318.5 5464.47 threshold=344.25000000000006 0 1 2022.5000000000002 192.44922000000003 2 3 17.952000000000002 239.51250000000002 239.51250000000002 3.5300000000000007 2022.5000000000002 decision_type=2 9 9 2 2 9 1 2 2 2 2 2 left_child=1 11 3 -3 5 6 10 -8 9 -7 -4 -1 right_child=-2 2 4 -5 -6 8 7 -9 -10 -11 -12 -13 leaf_value=-0.069630446579991553 0.34109005808830262 -0.018936711727426603 0.08582165816697207 0.28321895705329048 -0.23104205151398977 -0.00094309381758740456 -0.024827081566596507 0.4039743861944779 0.26527638259388153 -0.30905407524108891 -0.1103173725044026 -0.21364009725420099 leaf_weight=49 28 52 550 54 24 11613 815 23 21 20 34 57 leaf_count=49 28 52 550 54 24 11613 815 23 21 20 34 57 internal_value=0 0.00106075 0.00224804 0.123354 0.00117475 0.00160187 0.0227014 -0.0129041 -0.000991292 -0.00147281 0.07315 -0.134391 internal_weight=0 13312 13206 106 13100 13076 1422 838 11654 11633 584 106 internal_count=13340 13312 13206 106 13100 13076 1422 838 11654 11633 584 106 cat_boundaries=0 4 8 12 13 cat_threshold=0 0 655360 131584 0 0 35651840 32768 201342985 2670592 2168784896 16785440 2164 is_linear=0 shrinkage=0.01 Tree=764 num_leaves=13 num_cat=4 split_feature=4 25 25 26 14 25 24 10 9 10 11 26 split_gain=31662.7 21041.6 16821.9 23704.1 12707.8 7016.51 25252.1 40311.1 14618.8 18576.7 12073.3 5355.73 threshold=344.25000000000006 0 1 2022.5000000000002 192.44922000000003 2 3 17.952000000000002 239.51250000000002 239.51250000000002 3.5300000000000007 2022.5000000000002 decision_type=2 9 9 2 2 9 1 2 2 2 2 2 left_child=1 11 3 -3 5 6 10 -8 9 -7 -4 -1 right_child=-2 2 4 -5 -6 8 7 -9 -10 -11 -12 -13 leaf_value=-0.068934140643294978 0.33767915491546902 -0.018747345816630585 0.084963442407954823 0.28038676774060284 -0.22873162806034089 -0.0009336630171210582 -0.024578811248433006 0.39993463560290954 0.26262363019443696 -0.30596353459358216 -0.10921419967623319 -0.21150370008067082 leaf_weight=49 28 52 550 54 24 11613 815 23 21 20 34 57 leaf_count=49 28 52 550 54 24 11613 815 23 21 20 34 57 internal_value=0 0.00105015 0.00222556 0.122121 0.00116301 0.00158585 0.0224744 -0.012775 -0.000981379 -0.00145808 0.0724185 -0.133047 internal_weight=0 13312 13206 106 13100 13076 1422 838 11654 11633 584 106 internal_count=13340 13312 13206 106 13100 13076 1422 838 11654 11633 584 106 cat_boundaries=0 4 8 12 13 cat_threshold=0 0 655360 131584 0 0 35651840 32768 201342985 2670592 2168784896 16785440 2164 is_linear=0 shrinkage=0.01 Tree=765 num_leaves=9 num_cat=0 split_feature=3 4 10 8 1 11 5 11 split_gain=28934 14392.1 22312.3 9270.04 7517.51 9231.03 9089.98 949.815 threshold=333.3454000000001 344.25000000000006 250.05000000000004 272.07425000000006 290.58750000000009 92.932500000000019 333.3454000000001 257.43900000000002 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=0.00011580096188134624 0.30909031034012635 -0.25737735081802715 -0.30602573245763781 -0.18948082483731785 0.16320820223007881 -0.1402884102636017 -0.21323658204078677 -0.060940297245979311 leaf_weight=13108 30 22 24 26 28 48 20 22 leaf_count=13108 30 22 24 26 28 48 20 22 internal_value=0 -0.00181869 -0.0013952 -0.000843496 -0.000472668 -0.000819923 -0.000209233 -0.11535 internal_weight=0 13298 13276 13252 13226 13198 13128 70 internal_count=13328 13298 13276 13252 13226 13198 13128 70 is_linear=0 shrinkage=0.01 Tree=766 num_leaves=10 num_cat=0 split_feature=3 4 8 0 12 6 5 0 6 split_gain=28358.3 14105.7 9032.47 6182.99 10408.1 12340.8 14657.7 5975.13 2047.31 threshold=333.3454000000001 344.25000000000006 272.07425000000006 269.79925000000003 246.67500000000004 228.56250000000003 333.3454000000001 365.72000000000008 337.52040000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 -7 right_child=-2 -3 -4 7 -6 8 -8 -9 -10 leaf_value=5.5615412170548087e-05 0.30599941381315388 -0.25480357186360791 -0.18758601408738357 -0.22120724906921385 0.21192813002544902 -0.1984125389772303 -0.27086908221244815 0.0076016671316964293 -0.072831368219284778 leaf_weight=13106 30 22 26 25 23 34 20 21 21 leaf_count=13106 30 22 26 25 23 34 20 21 21 internal_value=0 -0.0018005 -0.00138124 -0.00101586 -0.000612665 -0.000983535 -0.000357191 -0.116751 -0.150463 internal_weight=0 13298 13276 13250 13204 13181 13126 46 55 internal_count=13328 13298 13276 13250 13204 13181 13126 46 55 is_linear=0 shrinkage=0.01 Tree=767 num_leaves=11 num_cat=3 split_feature=25 3 26 0 6 5 25 24 6 6 split_gain=51242.1 31941.7 9668.18 8599.27 14239.3 18386.2 16927 104310 8501.77 1011 threshold=0 333.3454000000001 2022.5000000000002 365.72000000000008 228.56250000000003 333.3454000000001 1 2 195.14400000000003 297.60100000000006 decision_type=9 2 2 2 2 2 9 1 2 2 left_child=2 3 -1 4 5 6 7 -2 -8 -6 right_child=1 -3 -4 -5 9 -7 8 -9 -10 -11 leaf_value=-0.092596567304510824 0.29069113865610241 0.33875843887350393 -0.23279514407410343 0.20784145641326907 -0.19214956387396784 -0.29461383388155982 -0.00053480049066907947 -0.087136074764535609 0.20580429056286811 -0.11071674315134684 leaf_weight=95 119 28 102 20 31 21 12699 163 20 30 leaf_count=95 119 28 102 20 31 21 12699 163 20 30 internal_value=0 0.00136415 -0.157207 0.000644209 0.000327466 0.0010415 0.00151906 0.0767966 -0.000210177 -0.152101 internal_weight=0 13131 197 13103 13083 13022 13001 282 12719 61 internal_count=13328 13131 197 13103 13083 13022 13001 282 12719 61 cat_boundaries=0 4 8 9 cat_threshold=0 0 17301760 131072 0 2113536 1113587712 32768 2273 is_linear=0 shrinkage=0.01 Tree=768 num_leaves=12 num_cat=5 split_feature=25 3 4 10 25 24 1 3 25 8 24 split_gain=49525.3 31289.4 15115.4 22247.4 12957.9 62427.1 29975.5 23378 19640.3 10048.8 2617.85 threshold=0 333.3454000000001 344.25000000000006 250.05000000000004 1 2 233.80500000000004 2.2169500000000002 3 211.12500000000003 4 decision_type=9 2 2 2 9 1 2 2 9 2 1 left_child=10 2 3 4 5 7 9 -2 -7 -6 -1 right_child=1 -3 -4 -5 6 8 -8 -9 -10 -11 -12 leaf_value=-0.087926439667950163 0.17508803655605504 0.33537083987146615 -0.26734568243934997 -0.30302583783864978 -0.001508491653222106 -0.12604419554889637 0.35187986254692077 -0.16993299302600678 0.0077028201332524238 -0.22584715439379216 -0.19723514992615271 leaf_weight=109 303 28 21 24 11992 127 24 21 553 20 106 leaf_count=109 303 28 21 24 11992 127 24 21 553 20 106 internal_value=0 0.00143973 0.000726265 0.00115718 0.00171703 0.0360471 -0.00117563 0.148153 -0.0187411 -0.00188202 -0.148189 internal_weight=0 13113 13085 13064 13040 1004 12036 324 680 12012 215 internal_count=13328 13113 13085 13064 13040 1004 12036 324 680 12012 215 cat_boundaries=0 4 8 9 12 13 cat_threshold=0 0 17318144 131072 4211200 2113680 1113784320 2138624 105 0 2113536 2162688 2835 is_linear=0 shrinkage=0.01 Tree=769 num_leaves=9 num_cat=0 split_feature=3 4 6 5 17 6 0 6 split_gain=26696.7 13561.9 8488.27 15612.8 12368.6 7576.44 6511.84 4107.16 threshold=333.3454000000001 344.25000000000006 228.56250000000003 333.3454000000001 154.53000000000006 195.14400000000003 269.79925000000003 337.52040000000005 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 leaf_value=0.00011617850356690534 0.29689779453476273 -0.24982671073891902 -0.18935485546929495 -0.27323406719026111 -0.24884580659866334 0.18981708708263578 -0.12610662373100839 -0.026864376749311174 leaf_weight=13110 30 22 35 21 20 21 41 28 leaf_count=13110 30 22 35 21 20 21 41 28 internal_value=0 -0.00174852 -0.00133742 -0.000785283 -0.000351579 2.57279e-05 -0.000277338 -0.117137 internal_weight=0 13298 13276 13213 13192 13172 13151 63 internal_count=13328 13298 13276 13213 13192 13172 13151 63 is_linear=0 shrinkage=0.01 Tree=770 num_leaves=16 num_cat=2 split_feature=4 8 25 25 4 4 5 6 6 10 12 2 26 5 10 split_gain=47224.3 29409.8 32885.1 6940.84 15068.6 13804.9 8802.03 10797.3 11740.4 8784.34 6944.59 6889.22 2376.86 1769.02 1419.19 threshold=333.3454000000001 272.07425000000006 0 1 28.885500000000004 35.061020000000006 189.44922000000003 232.87500000000003 169.68000000000004 52.158358500000006 21.624000000000002 7.2170000000000014 2022.5000000000002 242.42064000000002 121.37500000000001 decision_type=2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 9 -6 7 8 -5 10 -4 -7 -1 -8 -11 right_child=-2 -3 3 6 5 11 13 -9 -10 14 -12 -13 -14 -15 -16 leaf_value=0.12669095289612572 0.47514020225831438 -0.32319626467568535 0.0089177299973314077 -0.0035966233833967854 0.36484552812576299 0.030194405170336162 -0.20530556819655679 -0.23569974339008334 0.23892527174949646 0.096981783535169508 -0.09812375472918633 0.23967803406715393 0.21426536341182523 -0.083465896432216358 0.21216121780872346 leaf_weight=63 21 28 2703 10215 20 73 22 20 20 23 62 20 61 26 20 leaf_count=63 21 28 2703 10215 20 73 22 20 20 23 62 20 61 26 20 internal_value=0 0.000555458 0.00123459 -0.000345505 0.0132342 0.126501 -0.00420458 -0.0035763 -0.00312272 0.0087232 0.00651752 0.0752446 0.157102 -0.139309 0.150554 internal_weight=0 13376 13348 13224 2921 113 10303 10255 10235 2808 2765 93 124 48 43 internal_count=13397 13376 13348 13224 2921 113 10303 10255 10235 2808 2765 93 124 48 43 cat_boundaries=0 4 8 cat_threshold=0 16384 35651840 32768 2285913088 3357614792 1628249088 19013664 is_linear=0 shrinkage=0.01 Tree=771 num_leaves=16 num_cat=2 split_feature=4 8 25 25 4 4 5 6 6 10 12 2 26 5 10 split_gain=46284.5 28824.6 32230.7 6802.72 14768.8 13530.2 8626.87 10582.4 11506.8 8609.53 6806.4 6752.12 2329.56 1733.81 1390.94 threshold=333.3454000000001 272.07425000000006 0 1 28.885500000000004 35.061020000000006 189.44922000000003 232.87500000000003 169.68000000000004 52.158358500000006 21.624000000000002 7.2170000000000014 2022.5000000000002 242.42064000000002 121.37500000000001 decision_type=2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 9 -6 7 8 -5 10 -4 -7 -1 -8 -11 right_child=-2 -3 3 6 5 11 13 -9 -10 14 -12 -13 -14 -15 -16 leaf_value=0.12542403858805459 0.47038881787231995 -0.31996430669512071 0.0088285526682740229 -0.0035606571209297402 0.36119706565141679 0.029892459144331002 -0.20325251091610302 -0.23334274375438691 0.23653600391745566 0.096011965689451806 -0.097142516384201683 0.23728124475479129 0.21212269845556042 -0.082631238698959358 0.21003960660099985 leaf_weight=63 21 28 2703 10215 20 73 22 20 20 23 62 20 61 26 20 leaf_count=63 21 28 2703 10215 20 73 22 20 20 23 62 20 61 26 20 internal_value=0 0.000549903 0.00122224 -0.00034205 0.0131019 0.125236 -0.00416253 -0.00354054 -0.00309149 0.00863597 0.00645235 0.0744922 0.155531 -0.137916 0.149048 internal_weight=0 13376 13348 13224 2921 113 10303 10255 10235 2808 2765 93 124 48 43 internal_count=13397 13376 13348 13224 2921 113 10303 10255 10235 2808 2765 93 124 48 43 cat_boundaries=0 4 8 cat_threshold=0 16384 35651840 32768 2285913088 3357614792 1628249088 19013664 is_linear=0 shrinkage=0.01 Tree=772 num_leaves=15 num_cat=4 split_feature=4 8 25 25 24 4 4 25 26 14 6 26 26 26 split_gain=45363.5 28250.9 31589.3 6729.73 21230.1 28030.8 10943.2 6069.4 5132.41 5027.23 6677.32 2283.2 256.577 23.9011 threshold=333.3454000000001 272.07425000000006 0 1 2 16.165000000000003 216.24000000000004 3 2022.5000000000002 118.09000000000002 218.62500000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 9 1 2 2 9 2 2 2 2 2 2 left_child=1 2 11 4 7 8 9 13 -6 10 -5 -1 -9 -4 right_child=-2 -3 3 6 5 -7 -8 12 -10 -11 -12 -13 -14 -15 leaf_value=0.12416978689886275 0.46568491492952618 -0.31676465851919994 0.021833374791029023 -0.0027546937369718086 0.082383990206192664 0.43400049924850465 0.18548238708126932 -0.067020229878781853 0.017857000538758164 -0.15366885087706827 0.13757825251887826 0.21000145349346222 -0.090974427662465884 0.011525717781436058 leaf_weight=63 21 28 82 12330 263 20 31 87 232 22 34 61 92 31 leaf_count=63 21 28 82 12330 263 20 31 87 232 22 34 61 92 31 internal_value=0 0.000544404 0.00121002 -0.00033863 0.0274627 0.0656949 -0.00216613 -0.0399098 0.052141 -0.00263753 -0.00236879 0.153976 -0.0751344 0.0174604 internal_weight=0 13376 13348 13224 807 515 12417 292 495 12386 12364 124 179 113 internal_count=13397 13376 13348 13224 807 515 12417 292 495 12386 12364 124 179 113 cat_boundaries=0 4 8 9 13 cat_threshold=0 16384 35651840 32768 4210688 2170944 1091372032 19013664 1541 0 65536 1090519040 16777216 is_linear=0 shrinkage=0.01 Tree=773 num_leaves=9 num_cat=0 split_feature=10 8 11 7 1 0 0 11 split_gain=25648.6 17735.5 11801.7 11052.4 8820.1 18716.5 8619.01 1760.84 threshold=279.07800000000003 272.07425000000006 92.932500000000019 279.07800000000003 376.61250000000007 365.72000000000008 181.87500000000003 211.12500000000003 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 leaf_value=0.0010771929324780562 0.35046684106191001 -0.24631829952371534 -0.092753488860196534 0.22090905805644781 0.21134947276115421 -0.29024427934126423 0.11078768228077226 -0.20199884910583496 leaf_weight=13149 21 29 36 23 20 22 72 25 leaf_count=13149 21 29 36 23 20 22 72 25 internal_value=0 0.000712539 0.00124928 0.00188644 0.00150662 0.00118971 0.00167466 -0.137526 internal_weight=0 13376 13347 13286 13263 13243 13221 61 internal_count=13397 13376 13347 13286 13263 13243 13221 61 is_linear=0 shrinkage=0.01 Tree=774 num_leaves=15 num_cat=2 split_feature=4 8 25 25 4 4 5 6 6 10 12 4 5 10 split_gain=44324.9 27254.2 30946.2 6598.06 14311.6 13309.1 8469.23 10504 11197.7 8400.45 6664.49 5662.71 1706.73 1334.25 threshold=333.3454000000001 272.07425000000006 0 1 28.885500000000004 35.061020000000006 189.44922000000003 232.87500000000003 169.68000000000004 52.158358500000006 21.624000000000002 51.726358500000011 242.42064000000002 121.37500000000001 decision_type=2 2 9 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 9 -6 7 8 -5 10 -4 -7 -8 -11 right_child=-2 -3 3 6 5 11 12 -9 -10 13 -12 -13 -14 -15 leaf_value=0.15238426282779494 0.46031268380937124 -0.31113382271357948 0.008686697329447924 -0.0035132648659911715 0.35729878687858579 -0.055747199583053589 -0.20146412594751881 -0.2324471162557602 0.23333665049076083 0.095245098031085468 -0.096173823783474596 0.1202594568580389 -0.081788672575583823 0.20692452794313432 leaf_weight=124 21 28 2703 10215 20 25 22 20 20 23 62 68 26 20 leaf_count=124 21 28 2703 10215 20 25 22 20 20 23 62 68 26 20 internal_value=0 0.000527456 0.00118123 -0.000351556 0.0128886 0.123274 -0.00411412 -0.00349783 -0.00305044 0.00849234 0.00633539 0.0729458 -0.13664 0.147189 internal_weight=0 13376 13348 13224 2921 113 10303 10255 10235 2808 2765 93 48 43 internal_count=13397 13376 13348 13224 2921 113 10303 10255 10235 2808 2765 93 48 43 cat_boundaries=0 4 8 cat_threshold=0 16384 35651840 32768 2285913088 3357614792 1628249088 19013664 is_linear=0 shrinkage=0.01 Tree=775 num_leaves=10 num_cat=3 split_feature=25 24 14 10 11 25 7 4 11 split_gain=25092.7 27219.9 14757.9 14825 16651.1 15671.3 8192.16 17744.4 1963.34 threshold=0 1 182.65800000000004 273.29900000000004 92.932500000000019 2 279.07800000000003 285.62500000000006 211.12500000000003 decision_type=9 1 2 2 2 9 2 2 2 left_child=1 -1 3 4 5 -2 7 -7 -6 right_child=2 -3 -4 -5 8 6 -8 -9 -10 leaf_value=0.014830300138707746 0.10737852977669757 -0.20826098492475062 0.23865708351135254 -0.26530993685835885 -0.10661539245997706 0.00041741261945727137 0.18482457667589189 -0.26625830144882201 -0.21916198601645806 leaf_weight=104 128 113 26 21 31 12811 24 25 31 leaf_count=104 128 113 26 21 31 12811 24 25 31 internal_value=0 -0.105398 0.000646946 0.000174006 0.000601222 0.00138166 0.000242953 -0.000101978 -0.162889 internal_weight=0 217 13097 13071 13050 12988 12860 12836 62 internal_count=13314 217 13097 13071 13050 12988 12860 12836 62 cat_boundaries=0 4 5 9 cat_threshold=256 0 39862272 16777248 29 0 16384 1074266368 32768 is_linear=0 shrinkage=0.01 Tree=776 num_leaves=14 num_cat=3 split_feature=25 14 6 25 5 7 7 4 2 19 25 26 26 split_gain=24633.7 14464.1 11823.3 11035.6 18735 11016.8 12613.3 10481.2 9208.71 8740.57 1906.65 1170.53 276.659 threshold=0 182.65800000000004 355.00000000000006 1 11.177000000000001 279.07800000000003 174.00000000000003 11.141100000000002 24.23535 54.201000000000008 2 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 9 2 2 left_child=10 2 3 4 7 6 9 8 -2 -5 12 -12 -1 right_child=1 -3 -4 5 -6 -7 -8 -9 -10 -11 11 -13 -14 leaf_value=-0.077733551574079962 0.079554251344828325 0.23627052307128907 -0.22635565032129701 -0.0017543536048184099 -0.17746584958500333 0.21722515199495399 -0.2308641997165978 -0.10935045756612505 -0.11020601109222129 0.19336867290994394 -0.12545828021922201 -0.19326220142598055 -0.045520224769910175 leaf_weight=73 484 26 23 12396 36 23 24 35 27 23 53 49 42 leaf_count=73 484 26 23 12396 36 23 24 35 27 23 53 49 42 internal_value=0 0.000641296 0.000173088 0.000572395 0.0427579 -0.00143027 -0.00183559 0.0580612 0.0695278 -0.00139299 -0.10443 -0.143921 -0.0606912 internal_weight=0 13097 13071 13048 582 12466 12443 546 511 12419 217 102 115 internal_count=13314 13097 13071 13048 582 12466 12443 546 511 12419 217 102 115 cat_boundaries=0 4 8 12 cat_threshold=256 0 39862272 16777248 67125248 49168 1074727168 41472 256 0 33554432 16777216 is_linear=0 shrinkage=0.01 Tree=777 num_leaves=13 num_cat=3 split_feature=25 24 26 14 8 10 25 11 7 26 26 11 split_gain=24143.5 26741.5 14443.7 14176.3 26385.9 14575.6 20875 10777 16831.5 8369.92 2435.63 614.681 threshold=0 1 2022.5000000000002 182.65800000000004 272.07425000000006 273.29900000000004 2 92.932500000000019 279.07800000000003 2022.5000000000002 2022.5000000000002 211.12500000000003 decision_type=9 1 2 2 2 2 9 2 2 2 2 2 left_child=1 2 -1 4 5 6 10 8 -8 -3 -2 -9 right_child=3 9 -4 -5 -6 -7 7 11 -10 -11 -12 -13 leaf_value=-0.064980720520019533 0.18898440412680309 -0.13664195293294532 0.18624670533572926 0.23390781677686254 -0.31211643360279229 -0.2624228954882849 0.00018749639297947038 -0.10558711835333418 0.28352643887201945 -0.30877663537075645 0.092851302801294527 -0.17085147005540355 leaf_weight=70 60 56 34 26 27 21 12837 31 21 57 47 27 leaf_count=70 60 56 34 26 27 21 12837 31 21 57 47 27 internal_value=0 -0.103385 0.0156468 0.000634883 0.000171357 0.000817767 0.00124225 3.67288e-05 0.000650252 -0.205303 0.134214 -0.135969 internal_weight=0 217 104 13097 13071 13044 13023 12916 12858 113 107 58 internal_count=13314 217 104 13097 13071 13044 13023 12916 12858 113 107 58 cat_boundaries=0 4 5 9 cat_threshold=256 0 39862272 16777248 29 0 16384 1073742080 163840 is_linear=0 shrinkage=0.01 Tree=778 num_leaves=11 num_cat=0 split_feature=12 14 10 11 4 0 0 26 11 11 split_gain=15856.8 10924.5 15714.3 15186.8 12913.4 5742.21 11740.2 3365.99 2780.8 352.191 threshold=252.29100000000003 182.65800000000004 273.29900000000004 92.932500000000019 365.72000000000008 220.33000000000001 181.87500000000003 2022.5000000000002 267.95700000000005 191.84322000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -5 right_child=-2 -3 -4 8 -6 7 -8 -9 -10 -11 leaf_value=0.00056679523775801514 -0.28248880159854889 0.19317436974624108 -0.27446100978624249 -0.1345890097975731 -0.24201474655758251 -0.0023562209694473831 0.23720017115275066 -0.14481505689406118 -0.25128313660621643 -0.078288753867149355 leaf_weight=13066 20 29 21 25 22 27 21 43 20 20 leaf_count=13066 20 29 21 25 22 27 21 43 20 20 internal_value=0 -0.000703011 -0.00112687 -0.000693461 5.8575e-05 0.000463349 0.000946508 -0.0898666 -0.153172 -0.109567 internal_weight=0 13294 13265 13244 13179 13157 13087 70 65 45 internal_count=13314 13294 13265 13244 13179 13157 13087 70 65 45 is_linear=0 shrinkage=0.01 Tree=779 num_leaves=10 num_cat=0 split_feature=12 14 8 4 4 7 3 4 7 split_gain=15541.2 10707.1 14907 8099.22 6781.75 15377.1 16855.9 2060.51 1927.5 threshold=252.29100000000003 182.65800000000004 272.07425000000006 365.72000000000008 216.24000000000004 183.80721500000004 238.08750000000003 243.26250000000002 239.51250000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -7 right_child=-2 -3 -4 -5 7 8 -8 -9 -10 leaf_value=0.00063222486155035018 -0.27966391432285309 0.19124262612441492 -0.22759101637478535 -0.188110191407411 0.19393403863906863 -0.088045452259205015 -0.21310946081135726 0.063744466689325152 -0.19795985425392595 leaf_weight=13059 20 29 29 23 20 27 37 31 39 leaf_count=13059 20 29 29 23 20 27 37 31 39 internal_value=0 -0.000695981 -0.0011156 -0.000619391 -0.000293024 -0.000738982 2.83426e-05 0.114799 -0.152995 internal_weight=0 13294 13265 13236 13213 13162 13096 51 66 internal_count=13314 13294 13265 13236 13213 13162 13096 51 66 is_linear=0 shrinkage=0.01 Tree=780 num_leaves=12 num_cat=3 split_feature=25 3 25 26 3 26 7 0 20 25 3 split_gain=55586.4 13166.3 14463.9 25386.8 11721.6 11323.3 7729.47 17999.3 6679.32 6904.79 1042.14 threshold=0 216.24000000000004 1 2022.5000000000002 365.72000000000008 2022.5000000000002 284.98750000000007 344.25000000000006 42.305000000000007 2 272.07425000000006 decision_type=9 2 9 2 2 2 2 2 2 9 2 left_child=5 2 3 -2 10 -1 7 8 9 -4 -3 right_child=1 4 6 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.10876599412458607 -0.02973741952923761 0.18016756977353776 -0.022848593581260072 0.24055748290675028 -0.065810182303190232 -0.27861991906013245 -0.17914411743481953 0.25840660942925348 0.15706114888191222 0.0020028163136451118 0.27213986152952369 leaf_weight=79 69 28 1227 70 20 78 24 27 27 11614 22 leaf_count=79 69 28 1227 70 20 78 24 27 27 11614 22 internal_value=0 0.00201232 0.00128062 0.0992426 0.138794 -0.181586 0.000149679 0.000483494 -5.76875e-05 -0.000388052 0.220635 internal_weight=0 13128 13058 139 70 157 12919 12895 12868 12841 50 internal_count=13285 13128 13058 139 70 157 12919 12895 12868 12841 50 cat_boundaries=0 3 7 11 cat_threshold=67108864 16384 2621440 0 0 1107427584 512 67912 1074036816 2374025408 50399236 is_linear=0 shrinkage=0.01 Tree=781 num_leaves=11 num_cat=2 split_feature=25 8 25 3 26 26 6 6 20 6 split_gain=54480.1 23706.5 16380.7 17465.5 11864.7 11098 9740.01 8910.35 9867.42 1388.45 threshold=0 341.27040000000005 1 344.25000000000006 2022.5000000000002 2022.5000000000002 297.60100000000006 176.53925000000004 42.305000000000007 228.56250000000003 decision_type=9 2 9 2 2 2 2 2 2 2 left_child=5 2 4 6 -2 -1 7 8 -4 -9 right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11 leaf_value=-0.10767833389058899 0.022902566170205873 0.34601662635803221 -0.00028462131691114331 0.29572004868090157 0.23976715346941582 -0.27583372372847337 0.19717335872650146 -0.19831620608057296 0.19857772848606112 -0.088991565337547901 leaf_weight=79 49 20 12890 20 52 78 25 21 25 26 leaf_count=79 49 20 12890 20 52 78 25 21 25 26 internal_value=0 0.00199204 0.00146865 0.000434892 0.122433 -0.17977 -1.95128e-05 -0.000399842 0.000100323 -0.137839 internal_weight=0 13128 13108 13007 101 157 12987 12962 12915 47 internal_count=13285 13128 13108 13007 101 157 12987 12962 12915 47 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2621440 0 0 33554688 33280 is_linear=0 shrinkage=0.01 Tree=782 num_leaves=12 num_cat=1 split_feature=5 18 2 6 3 26 3 24 0 0 6 split_gain=12590.4 13701 22237.5 15343.8 8277.85 15502.2 24488.2 6138.1 16296 13631.7 1989.23 threshold=279.07800000000003 113.67000000000002 355.00000000000006 176.53925000000004 177.71725000000004 2022.5000000000002 279.07800000000003 0 211.57500000000002 217.36500000000004 255.10500000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 left_child=1 2 3 4 7 -6 -7 8 -1 -9 -5 right_child=-2 -3 -4 10 5 6 -8 9 -10 -11 -12 leaf_value=0.0063085691829364412 0.18392324576506744 0.25442266481263298 -0.31187813686287924 -0.19801650653014313 0.29111589376415525 0.16248445465758038 -0.25881639355962927 -0.0053483061457418784 0.23624378397099435 -0.19278540403414998 -0.092059070222518025 leaf_weight=5387 37 21 23 37 28 37 22 7589 31 39 34 leaf_count=5387 37 21 23 37 28 37 22 7589 31 39 34 internal_value=0 -0.000801392 -0.0012066 -0.000665444 0.000127168 0.0973472 0.00538922 -0.000521164 0.00761014 -0.00629837 -0.147276 internal_weight=0 13248 13227 13204 13133 87 59 13046 5418 7628 71 internal_count=13285 13248 13227 13204 13133 87 59 13046 5418 7628 71 cat_boundaries=0 1 cat_threshold=1603 is_linear=0 shrinkage=0.01 Tree=783 num_leaves=10 num_cat=2 split_feature=25 8 25 3 26 5 10 1 26 split_gain=53370.8 23280.1 16057.3 17081.3 11633.3 11299.3 12429 11769.3 10849.3 threshold=0 341.27040000000005 1 344.25000000000006 2022.5000000000002 279.07800000000003 255.10500000000002 255.10500000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 left_child=8 2 4 5 -2 6 7 -4 -1 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 leaf_value=-0.10665972092483618 0.022663461091567059 0.34289126777648926 -0.0005704387761263787 0.29245193272829056 0.2374028448187388 0.19383159208297732 -0.24956271052360535 0.18572708938051671 -0.2729205861974221 leaf_weight=79 49 20 12903 20 52 30 20 34 78 leaf_count=79 49 20 12903 20 52 30 20 34 78 internal_value=0 0.00197445 0.00145579 0.000432287 0.12122 -1.70907e-05 -0.000465918 -8.08263e-05 -0.177928 internal_weight=0 13128 13108 13007 101 12987 12957 12937 157 internal_count=13285 13128 13108 13007 101 12987 12957 12937 157 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2621440 0 0 33554688 33280 is_linear=0 shrinkage=0.01 Tree=784 num_leaves=10 num_cat=2 split_feature=25 8 25 3 26 5 10 1 26 split_gain=52308.7 22816.8 15737.7 16741.4 11401.8 11074.4 12181.7 11544.8 10633.4 threshold=0 341.27040000000005 1 344.25000000000006 2022.5000000000002 279.07800000000003 255.10500000000002 181.87500000000003 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 left_child=8 2 4 5 -2 6 7 -4 -1 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 leaf_value=-0.10559312388300895 0.022436827250889371 0.33946233749389648 -0.00078176912395887287 0.28952741310000418 0.23502883824018334 0.19189327351252239 -0.24706707930564883 0.12708515390963621 -0.27019137889528888 leaf_weight=79 49 20 12866 20 52 30 20 71 78 leaf_count=79 49 20 12866 20 52 30 20 71 78 internal_value=0 0.00195471 0.00144124 0.000427964 0.120008 -1.69199e-05 -0.000461259 -8.00182e-05 -0.176148 internal_weight=0 13128 13108 13007 101 12987 12957 12937 157 internal_count=13285 13128 13108 13007 101 12987 12957 12937 157 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2621440 0 0 33554688 33280 is_linear=0 shrinkage=0.01 Tree=785 num_leaves=13 num_cat=2 split_feature=25 10 25 26 8 5 7 7 26 3 2 8 split_gain=32035.1 28779.7 13681.6 19316.5 15777.1 9606.95 8743.17 10279.9 8600.06 8388.26 7043.29 210.649 threshold=0 259.57500000000005 1 2022.5000000000002 157.13100000000003 287.60640000000006 174.00000000000003 255.10500000000002 2022.5000000000002 219.40000000000003 27.015000000000004 272.07425000000006 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 left_child=8 2 3 -2 5 6 9 -8 -1 -4 11 -6 right_child=1 -3 4 -5 10 -7 7 -9 -10 -11 -12 -13 leaf_value=-0.082388853661038652 -0.022529653045866224 0.35370794648709508 -0.00035330733870288797 0.20258393319668591 -0.10733829317109971 -0.19272968044647804 0.26452858818901909 -0.01405969577913101 -0.24444214124862965 -0.13419016497566344 -0.31369137477874753 -0.063395765304565435 leaf_weight=66 72 23 12915 81 24 26 27 26 65 47 20 20 leaf_count=66 72 23 12915 81 24 26 27 26 65 47 20 20 internal_value=0 0.000278416 -0.000334504 0.0907188 -0.00146565 -0.000698118 -0.000314497 0.127863 -0.151251 -0.000838598 -0.158092 -0.0873644 internal_weight=0 13281 13258 153 13105 13041 13015 53 131 12962 64 44 internal_count=13412 13281 13258 153 13105 13041 13015 53 131 12962 64 44 cat_boundaries=0 4 7 cat_threshold=67108864 16384 0 131104 0 2097152 131328 is_linear=0 shrinkage=0.01 Tree=786 num_leaves=10 num_cat=2 split_feature=25 10 25 26 8 5 26 13 6 split_gain=31397.6 28207 13409.4 18932.1 15547.1 9618.35 8428.92 7969.34 8907.97 threshold=0 259.57500000000005 1 2022.5000000000002 246.67500000000004 287.60640000000006 2022.5000000000002 92.932500000000019 117.39000000000001 decision_type=9 2 9 2 2 2 2 2 2 left_child=6 2 3 -2 5 7 -1 8 -4 right_child=1 -3 4 -5 -6 -7 -8 -9 -10 leaf_value=-0.081564965500976111 -0.02230435702535841 0.35017087993414509 -0.00028603909242235918 0.20055809077841263 -0.21823292592258164 -0.18945179237259757 -0.24199771789404062 0.1440912635702836 -0.10613438737392425 leaf_weight=66 72 23 12927 81 33 27 65 38 80 leaf_count=66 72 23 12927 81 33 27 65 38 80 internal_value=0 0.000275632 -0.000331159 0.0898116 -0.00145099 -0.000904843 -0.149739 -0.000514596 -0.000937063 internal_weight=0 13281 13258 153 13105 13072 131 13045 13007 internal_count=13412 13281 13258 153 13105 13072 131 13045 13007 cat_boundaries=0 4 7 cat_threshold=67108864 16384 0 131104 0 2097152 131328 is_linear=0 shrinkage=0.01 Tree=787 num_leaves=9 num_cat=3 split_feature=25 10 25 8 13 25 0 4 split_gain=31538 36736.2 13299.2 19839.6 8446.57 7666.64 11761.4 4607.2 threshold=0 259.57500000000005 1 246.67500000000004 92.932500000000019 2 344.25000000000006 109.45500000000001 decision_type=9 2 9 2 2 9 2 2 left_child=-1 2 -2 4 5 7 -7 -4 right_child=1 -3 3 -5 -6 6 -8 -9 leaf_value=-0.13426989877342499 0.08032026648779611 0.40877531750635671 -0.040930005818181812 -0.25412610410682618 0.14802712716554342 5.0729582050659327e-05 0.23690940584455217 0.11336339747905731 leaf_weight=166 192 22 598 31 38 12324 21 20 leaf_count=166 192 22 598 31 38 12324 21 20 internal_value=0 0.000479503 -0.000199393 -0.00144621 -0.000844824 -0.00128123 0.000453281 -0.0353645 internal_weight=0 13246 13224 13032 13001 12963 12345 618 internal_count=13412 13246 13224 13032 13001 12963 12345 618 cat_boundaries=0 4 7 10 cat_threshold=67108864 16384 2097152 131104 0 2097152 4325632 134217984 1073742464 1090537472 is_linear=0 shrinkage=0.01 Tree=788 num_leaves=10 num_cat=2 split_feature=25 10 25 8 26 3 7 7 26 split_gain=30946 36005 13047.4 19451.3 13199.1 8902.03 13118.2 11227.6 4084.44 threshold=0 259.57500000000005 1 255.10500000000002 2022.5000000000002 272.07425000000006 255.10500000000002 174.00000000000003 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 left_child=8 2 4 5 -2 6 7 -4 -1 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 leaf_value=-0.092593472906963584 -0.0045670431587431165 0.40468756767836483 -0.0012147865748567154 -0.26013011167789324 0.16158345963586779 0.17415327660996341 -0.23009527207016944 0.21091048326492309 -0.19182924613540558 leaf_weight=85 90 22 12924 29 102 29 25 25 81 leaf_count=85 90 22 12924 29 102 29 25 25 81 internal_value=0 0.000475314 -0.000196791 -0.00143175 0.0795568 -0.000855885 -0.00124707 -0.000805247 -0.133003 internal_weight=0 13246 13224 13032 192 13003 12974 12949 166 internal_count=13412 13246 13224 13032 192 13003 12974 12949 166 cat_boundaries=0 4 7 cat_threshold=67108864 16384 2097152 131104 0 2097152 4325632 is_linear=0 shrinkage=0.01 Tree=789 num_leaves=11 num_cat=0 split_feature=10 8 11 13 14 6 0 6 8 11 split_gain=16291.3 11438.6 6787.73 7942.42 9223.88 5039.77 8777.7 2451.81 904.093 93.9645 threshold=259.57500000000005 211.12500000000003 92.932500000000019 92.932500000000019 182.65800000000004 117.39000000000001 365.72000000000008 255.10500000000002 255.10500000000002 211.12500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -3 -4 right_child=-2 8 9 -5 -6 7 -8 -9 -10 -11 leaf_value=0.00015677246384285855 0.25377390229701996 -0.092486915162631453 -0.089213518395617197 0.14187134314806035 -0.19294596233367919 -0.12114300234060661 -0.19975740259343927 -0.013355995184845395 -0.17548284687314716 -0.11261431459337473 leaf_weight=13089 25 21 37 39 25 51 22 36 35 32 leaf_count=13089 25 21 37 39 25 51 22 36 35 32 internal_value=0 -0.00173908 -0.00113997 -0.000625279 -0.00104556 -0.000682056 -0.00017868 -0.0765415 -0.144359 -0.100066 internal_weight=0 13387 13331 13262 13223 13198 13111 87 56 69 internal_count=13412 13387 13331 13262 13223 13198 13111 87 56 69 is_linear=0 shrinkage=0.01 Tree=790 num_leaves=9 num_cat=0 split_feature=4 4 3 3 2 7 12 3 split_gain=37953.7 28522 14835 7214.25 7031.94 10133.8 4772.99 958.253 threshold=365.72000000000008 272.07425000000006 344.25000000000006 177.71725000000004 279.07800000000003 272.07425000000006 32.710500000000003 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 leaf_value=0.0016653902021056069 -0.42375645932697115 0.36995007242475242 -0.27102348197996617 0.083019782515133131 0.14062813649574915 -0.19285827164296751 -0.060178735343709829 0.1689354461715335 leaf_weight=13038 21 21 20 34 36 27 126 21 leaf_count=13038 21 21 20 34 36 27 126 21 internal_value=0 0.0017042 0.00112285 0.00153265 0.0010574 0.000676496 0.00107345 0.115824 internal_weight=0 13323 13302 13282 13227 13191 13164 55 internal_count=13344 13323 13302 13282 13227 13191 13164 55 is_linear=0 shrinkage=0.01 Tree=791 num_leaves=12 num_cat=0 split_feature=4 4 3 3 0 2 2 26 9 2 3 split_gain=37198.4 27954.4 14539.8 7070.69 6981.5 14855.9 13314.2 9185.22 8599.8 2570.25 939.184 threshold=365.72000000000008 272.07425000000006 344.25000000000006 177.71725000000004 140.32000000000002 33.286525000000005 149.26580000000004 2022.5000000000002 162.18600000000004 365.72000000000008 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 7 8 -6 -1 -8 -5 right_child=-2 -3 -4 10 5 -7 9 -9 -10 -11 -12 leaf_value=0.0013743208962382427 -0.4195188915729523 0.36625058582850861 -0.26831323985010386 0.082189582516165344 0.085149030969256453 -0.32458296638727191 0.094680316266806244 -0.11545013109147549 -0.13413842623538158 0.22342902165651321 0.16724608540534974 leaf_weight=12979 21 21 20 34 42 20 69 50 47 20 21 leaf_count=12979 21 21 20 34 42 20 69 50 47 20 21 internal_value=0 0.00168716 0.00111162 0.00151732 0.00104683 -0.0775706 0.00171821 -0.0238723 0.000885368 0.123613 0.114666 internal_weight=0 13323 13302 13282 13227 112 13115 92 13026 89 55 internal_count=13344 13323 13302 13282 13227 112 13115 92 13026 89 55 is_linear=0 shrinkage=0.01 Tree=792 num_leaves=9 num_cat=2 split_feature=25 10 25 7 0 0 2 17 split_gain=21919.6 23489.9 19886.3 9817.78 7810.69 8417.97 9003.47 7201.26 threshold=0 279.07800000000003 1 287.60640000000006 333.3454000000001 153.43270000000004 1.9796 112.45500000000001 decision_type=9 2 9 2 2 2 2 2 left_child=-1 2 -2 4 5 7 -7 -4 right_child=1 -3 3 -5 -6 6 -8 -9 leaf_value=-0.12624326253115242 0.1299301178927223 0.34475291562080385 0.00088061258026946759 0.21665531053429557 0.18852518255060371 -0.040541504953891555 -0.28659145486354826 -0.17622233515200406 leaf_weight=124 110 20 12946 21 22 58 20 23 leaf_count=124 110 20 12946 21 22 58 20 23 internal_value=0 0.00230144 0.00178432 0.000607739 0.000261046 -5.64068e-05 -0.103631 0.000566528 internal_weight=0 13220 13200 13090 13069 13047 78 12969 internal_count=13344 13220 13200 13090 13069 13047 78 12969 cat_boundaries=0 3 7 cat_threshold=0 16384 37896192 0 0 1075839232 32768 is_linear=0 shrinkage=0.01 Tree=793 num_leaves=13 num_cat=4 split_feature=4 4 25 24 25 25 6 5 6 17 8 6 split_gain=36478.8 27319.6 20245.7 100656 49400.2 16580.3 13030.5 12369.8 9741.45 7154.22 13829.2 47.5982 threshold=365.72000000000008 272.07425000000006 0 1 2 3 218.62500000000003 13.272000000000004 1.1528500000000002 112.45500000000001 246.67500000000004 297.60100000000006 decision_type=2 2 9 1 9 9 2 2 2 2 2 2 left_child=1 2 3 -1 -5 -4 9 8 -6 10 -7 -8 right_child=-2 -3 5 4 7 6 11 -9 -10 -11 -12 -13 leaf_value=0.2927597364783287 -0.4154514788729804 0.36206050282432922 -0.10533964102597614 -0.18671109086796037 0.081212593153633147 -0.00096107374779572932 0.19084214097261432 -0.19094701123237609 -0.1472579374909401 -0.18982450318336486 0.26220470525324346 0.16902513289451598 leaf_weight=130 21 21 142 113 279 12518 20 20 20 20 20 20 leaf_count=130 21 21 142 113 279 12518 20 20 20 20 20 20 internal_value=0 0.00166036 0.00109139 0.0592922 -0.0159983 -0.00152136 -0.000268542 0.0483107 0.0659303 -0.000842739 -0.000541285 0.179934 internal_weight=0 13323 13302 562 432 12740 12598 319 299 12558 12538 40 internal_count=13344 13323 13302 562 432 12740 12598 319 299 12558 12538 40 cat_boundaries=0 4 5 9 12 cat_threshold=16384 2097168 1092616448 2138656 545 0 0 1075839232 544 0 16384 33702912 is_linear=0 shrinkage=0.01 Tree=794 num_leaves=15 num_cat=5 split_feature=4 4 25 24 26 25 26 25 5 2 7 5 24 26 split_gain=35752.9 26775.9 19855.5 98816 152835 48480.1 21036.8 16272.1 12124.1 11592.6 6691.56 8133.11 5578.87 29.6882 threshold=365.72000000000008 272.07425000000006 0 1 2022.5000000000002 2 2022.5000000000002 3 1.1528500000000002 255.10500000000002 255.10500000000002 114.42500000000001 4 2022.5000000000002 decision_type=2 2 9 1 2 9 2 9 2 2 2 2 1 2 left_child=1 2 3 4 -1 6 -5 13 12 10 11 -9 -7 -4 right_child=-2 -3 7 5 -6 8 -8 9 -10 -11 -12 -13 -14 -15 leaf_value=-0.0050911867618560792 -0.41129695318994069 0.35843989735557918 -0.1163418238716466 -0.073130255604783687 0.68270264601707453 0.11340795927187976 -0.34654085519178857 -0.001075139291965803 -0.18290855385008314 0.18691583600911227 -0.17911494229521072 0.10478544672058053 0.022817963247934538 -0.10719604782760143 leaf_weight=70 21 21 70 60 60 126 53 12471 21 33 21 73 172 72 leaf_count=70 21 21 70 60 60 126 53 12471 21 33 21 73 172 72 internal_value=0 0.00164376 0.00108048 0.0587178 0.290041 -0.0158806 -0.184996 -0.00150698 0.0478276 -0.000265856 -0.000757671 -0.000459082 0.0656925 -0.104356 internal_weight=0 13323 13302 562 130 432 113 12740 319 12598 12565 12544 298 142 internal_count=13344 13323 13302 562 130 432 113 12740 319 12598 12565 12544 298 142 cat_boundaries=0 4 5 9 12 13 cat_threshold=16384 2097168 1092616448 2138656 545 0 0 1075839232 544 0 16384 33702912 92 is_linear=0 shrinkage=0.01 Tree=795 num_leaves=23 num_cat=7 split_feature=25 24 0 0 26 25 24 24 8 2 4 3 25 26 6 25 26 26 26 26 26 26 split_gain=20630.7 12888.4 12645.6 21665.9 17027 15677.9 125131 10797.5 8671.75 17076.3 15838.4 13044.6 5906.94 5752.87 4317.91 4765.38 3800.95 2717.9 1050.51 360.07 219.86 125.687 threshold=0 1 176.53925000000004 220.33000000000001 2022.5000000000002 2 3 4 218.62500000000003 255.10500000000002 216.24000000000004 189.44922000000003 5 2022.5000000000002 15.580500000000002 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 9 1 1 2 2 2 2 9 2 2 9 2 2 2 2 2 2 left_child=1 12 5 -4 -5 6 13 20 9 10 11 -7 17 -2 15 21 -14 -1 -9 -17 -8 -3 right_child=2 14 3 4 -6 8 7 18 -10 -11 -12 -13 16 -15 -16 19 -18 -19 -20 -21 -22 -23 leaf_value=-0.00097914478358100449 0.44444609981316791 -0.027547260005519075 0.40312614486331028 0.23188792943954467 -0.098486796464675508 0.00019653214597646946 -0.0090190301700071845 -0.1185199471756264 -0.16664515225397003 0.23522388414029152 0.21265202529036573 -0.18536833581563675 2.7801263623121309e-05 0.29639988334673756 -0.2507422622257755 -0.13102901199092604 -0.095402821049970735 0.10128201601640234 -0.180895931440647 -0.16300963855649836 0.01966113111147514 -0.049885440009335681 leaf_weight=51 52 53 21 26 39 12262 55 54 31 31 35 38 82 53 21 73 85 53 54 68 52 48 leaf_count=51 52 53 21 26 39 12262 55 54 31 31 35 38 82 53 21 73 85 53 54 68 52 48 internal_value=0 -0.0598508 0.00302557 0.123881 0.0336631 0.00221066 0.0702372 -0.0695206 0.00039773 0.000816808 0.000227702 -0.000376758 -0.00992509 0.337569 -0.109047 -0.101257 -0.045802 0.0466492 -0.137021 -0.136753 0.00449857 -0.0347253 internal_weight=0 534 12803 86 65 12717 320 215 12397 12366 12335 12300 271 105 263 242 167 104 108 141 107 101 internal_count=13337 534 12803 86 65 12717 320 215 12397 12366 12335 12300 271 105 263 242 167 104 108 141 107 101 cat_boundaries=0 4 5 9 10 11 14 17 cat_threshold=67125504 32792 2375680 32800 1340 0 2113536 1111556352 8704 609 2316 256 16 2113536 67109120 8 262144 is_linear=0 shrinkage=0.01 Tree=796 num_leaves=20 num_cat=4 split_feature=25 0 0 26 25 4 7 3 2 14 3 25 26 4 6 2 0 25 26 split_gain=20220.2 12394 21234.7 16688.2 15365.9 18281.8 15547 12616.8 12239.9 9613.3 8711.42 4520.05 5538.23 4341.4 4556.56 5404.36 3131.79 3601.08 912.85 threshold=0 176.53925000000004 220.33000000000001 2022.5000000000002 1 99.322500000000019 279.07800000000003 255.10500000000002 255.10500000000002 66.397500000000022 216.24000000000004 2 2022.5000000000002 207.80256000000003 15.580500000000002 67.575000000000003 200.13000000000002 3 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 left_child=10 4 -3 -4 5 11 7 8 9 -6 13 18 -13 14 15 16 17 -1 -2 right_child=1 2 3 -5 6 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.013836873786122191 0.12948388410241982 0.39909486634390695 0.22956905603408814 -0.097501926414477524 -0.00054041948988375074 -0.21349963687715076 0.27897924655675888 -0.22011118296247262 0.20560842910717272 0.16784206152619685 0.14439595413208006 0.10805882144947442 0.00062047323965011764 -0.21276722860336303 -0.17985348494783526 -0.20758695168928668 -0.169257084004581 -0.074246700912393548 0.1880261160373688 leaf_weight=245 57 21 26 39 12288 21 20 26 29 34 20 98 94 20 31 22 20 176 50 leaf_count=245 57 21 26 39 12288 21 20 26 29 34 20 98 94 20 31 22 20 176 50 internal_value=0 0.00299532 0.122642 0.0333265 0.00218855 0.0695348 0.000393753 -5.60953e-05 0.000407141 -7.5803e-05 -0.0592523 0.0917391 0.0527133 -0.0683291 -0.0624814 -0.0546228 -0.0469919 -0.0411836 0.143435 internal_weight=0 12803 86 65 12717 320 12397 12377 12351 12322 534 299 192 514 494 463 441 421 107 internal_count=13337 12803 86 65 12717 320 12397 12377 12351 12322 534 299 192 514 494 463 441 421 107 cat_boundaries=0 4 8 11 14 cat_threshold=67125504 32792 2375680 32800 0 2113536 1111556352 8704 0 16384 1077936384 67108864 32776 2359296 is_linear=0 shrinkage=0.01 Tree=797 num_leaves=11 num_cat=0 split_feature=12 3 5 6 11 6 2 6 26 3 split_gain=9776.46 9742.86 6615.07 23947.9 11075.4 5893.77 7924.3 4693.34 2640.32 12937.5 threshold=263.10700000000003 216.24000000000004 279.07800000000003 355.00000000000006 211.12500000000003 100.59300000000002 255.10500000000002 246.67500000000004 2022.5000000000002 279.07800000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -3 -10 right_child=-2 8 -4 -5 -6 7 -8 -9 9 -11 leaf_value=0.00091895845051366814 -0.21513964210237776 0.21340887935388658 0.12858735328912735 -0.33763189860752657 -0.18263869531226881 -0.12165939044596544 0.14553655536551224 0.049671324136711305 0.24095456600189211 -0.090943852714870294 leaf_weight=13028 21 21 40 21 33 67 38 21 24 23 leaf_count=13028 21 21 40 21 33 67 38 21 24 23 internal_value=0 0.000795542 0.000182718 -0.000206151 0.000331191 0.000790216 0.00133955 -0.0807737 0.120188 0.0785362 internal_weight=0 13316 13248 13208 13187 13154 13066 88 68 47 internal_count=13337 13316 13248 13208 13187 13154 13066 88 68 47 is_linear=0 shrinkage=0.01 Tree=798 num_leaves=25 num_cat=4 split_feature=25 0 0 26 25 4 5 2 11 5 2 5 10 10 5 0 1 25 25 26 26 26 5 26 split_gain=19836.4 12160.2 20842.8 16317 15074 17900.4 8830.24 7956.63 21871.5 7725.75 7621.18 7613.8 7417.6 5815.32 5432.02 5157.77 5421.77 4520.65 4007.57 2514.67 2291.68 1387.28 1224.29 377.683 threshold=0 176.53925000000004 220.33000000000001 2022.5000000000002 1 99.322500000000019 284.98750000000007 47.321700000000014 11.586400000000001 189.44922000000003 263.93200000000007 97.70750000000001 24.453750000000003 206.27675000000002 103.75577000000001 200.13000000000002 114.12500000000001 2 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 181.87500000000003 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 left_child=9 4 -3 -4 5 14 7 11 10 12 -9 13 15 -6 18 16 17 19 23 -1 -20 -19 -13 -2 right_child=1 2 3 -5 6 -7 -8 8 -10 -11 -12 22 -14 -15 -16 -17 -18 21 20 -21 -22 -23 -24 -25 leaf_value=-0.056287690384520424 0.14651344355195761 0.39536391939435689 0.22703513709398415 -0.096378419292278791 -0.00067328780690604963 -0.21119871480124339 0.20526905922662642 0.060885360541596878 0.36262116123329513 -0.24328636248003352 -0.12084068447351456 -0.076497372847336986 -0.23595391108876182 0.16587975036530267 -0.060403523661873557 -0.18700504300494988 0.10970086274047694 -0.039963147728595626 0.095640315824084804 -0.14208589554750004 0.020519175317037747 0.0029535902814189002 -0.17554303963979084 0.1834039604314128 leaf_weight=72 64 21 26 39 12141 21 21 113 22 22 29 26 21 21 22 24 24 172 90 65 74 134 24 49 leaf_count=72 64 21 26 39 12141 21 21 113 22 22 29 26 21 21 22 24 24 172 90 65 74 134 24 49 internal_value=0 0.00296133 0.121474 0.032987 0.0021622 0.0688656 0.000384549 3.72054e-05 0.0692276 -0.0586927 0.0237723 -0.000891981 -0.0519072 -0.000385702 0.0908389 -0.0440356 -0.0366881 -0.0446189 0.102851 -0.0903966 0.0581957 -0.0204996 -0.124039 0.149298 internal_weight=0 12803 86 65 12717 320 12397 12376 164 534 142 12212 512 12162 299 491 467 443 277 137 164 306 50 113 internal_count=13337 12803 86 65 12717 320 12397 12376 164 534 142 12212 512 12162 299 491 467 443 277 137 164 306 50 113 cat_boundaries=0 4 8 12 16 cat_threshold=67125504 32792 2375680 32800 0 2113536 1111556352 8704 16640 0 262144 32800 0 16384 1077936384 8192 is_linear=0 shrinkage=0.01 Tree=799 num_leaves=22 num_cat=7 split_feature=25 24 0 0 26 25 24 7 3 2 24 14 25 26 25 26 26 26 26 26 26 split_gain=19441.6 12643.7 11918.2 20428 15992.3 14774 122619 15189.5 12367.3 11924.3 10459.2 9372.86 5815.08 5522.22 4099.9 3697.57 3439.15 2681.52 955.137 227.571 72.3264 threshold=0 1 176.53925000000004 220.33000000000001 2022.5000000000002 2 3 279.07800000000003 255.10500000000002 255.10500000000002 4 66.397500000000022 5 2022.5000000000002 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 9 1 2 2 2 1 2 9 2 9 2 2 2 2 2 2 left_child=1 12 5 -4 -5 6 13 8 9 11 19 -7 17 -2 20 -14 -16 -1 -12 -8 -3 right_child=2 14 3 4 -6 7 10 -9 -10 -11 18 -13 15 -15 16 -17 -18 -19 -20 -21 -22 leaf_value=0.00013551224680507886 0.43772199227259712 -0.063819723889745522 0.39141026860191708 0.22476479374445402 -0.095414637380685563 -0.0005407617927967105 -0.010949204721234061 0.27574467772245409 -0.21793241477929631 0.20293293525432721 -0.11952618581277352 0.16572264773004197 0.00090170922075829857 0.29267391697415762 -0.10837749637663364 -0.093222234950346095 -0.20646149544648723 0.10170982693726162 -0.17900344071288904 0.018229619562625886 -0.048284086676374564 leaf_weight=51 52 58 21 26 39 12288 55 20 26 29 54 34 82 53 72 85 71 53 54 52 62 leaf_count=51 52 58 21 26 39 12288 55 20 26 29 54 34 82 53 72 85 71 53 54 52 62 internal_value=0 -0.0581057 0.00293172 0.12026 0.0326571 0.00214058 0.068177 0.000380704 -6.39491e-05 0.000394684 -0.0701105 -8.19924e-05 -0.00872747 0.332811 -0.106803 -0.04435 -0.14681 0.0473468 -0.136615 0.00295499 -0.0515012 internal_weight=0 534 12803 86 65 12717 320 12397 12377 12351 215 12322 271 105 263 167 143 104 108 107 120 internal_count=13337 534 12803 86 65 12717 320 12397 12377 12351 215 12322 271 105 263 167 143 104 108 107 120 cat_boundaries=0 4 5 9 10 11 14 17 cat_threshold=67125504 32792 2375680 32800 1340 0 2113536 1111556352 8704 609 2316 256 16 2113536 16640 32776 262144 is_linear=0 shrinkage=0.01 Tree=800 num_leaves=22 num_cat=6 split_feature=25 8 25 24 4 1 25 25 26 2 4 4 3 25 4 2 0 26 2 26 3 split_gain=22971.5 22681.6 16820.4 31972.1 33990.6 38819 14159.6 12458.8 11259.7 8845.95 14188.7 14079.5 12786.6 10830.2 5113.59 4767.13 2426.81 1221.69 1043.08 128.634 16.9986 threshold=0 312.55000000000013 1 2 29.353500000000004 29.855500000000003 3 4 2022.5000000000002 67.575000000000003 11.555000000000001 29.353500000000004 189.44922000000003 5 233.80500000000004 255.10500000000002 14.3635 2022.5000000000002 156.16500000000005 2022.5000000000002 263.93200000000007 decision_type=9 2 9 1 2 2 9 9 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=17 2 3 4 5 7 19 -2 -8 11 15 12 13 -4 16 18 -13 -1 -11 -5 -14 right_child=1 -3 9 6 -6 -7 8 -9 -10 10 -12 14 20 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.17902777778691259 0.045440284497029068 0.33478260803222654 0.093446531361482288 -0.010736973153220282 0.35160832950047088 0.41312071752548224 -0.10405803000075477 -0.089594028021028532 -0.24982050120273486 0.023115636375215323 0.3297288312613964 -0.047866156773434754 -0.18159628073374431 0.00061684362151251848 -0.20198567504512852 0.15521190400123597 -0.15912792780182577 0.11354537040527378 -0.057446678256988522 -0.032772953883529854 -0.16871454491466284 leaf_weight=58 101 20 117 54 28 20 105 181 107 45 20 180 21 12126 29 25 22 56 25 52 20 leaf_count=58 101 20 117 54 28 20 105 181 107 45 20 180 21 12126 29 25 22 56 25 52 20 internal_value=0 -0.00172346 -0.00223162 -0.0515228 0.0177614 -0.0126032 -0.121771 -0.0427964 -0.169626 0.000337857 0.0876427 -0.000464115 0.000990387 0.0015808 -0.0778109 0.0366772 -0.0599838 0.135017 -0.00565662 -0.0196896 -0.175313 internal_weight=0 13298 13278 648 330 302 318 282 212 12630 115 12515 12284 12243 231 95 202 114 70 106 41 internal_count=13412 13298 13278 648 330 302 318 282 212 12630 115 12515 12284 12243 231 95 202 114 70 106 41 cat_boundaries=0 4 7 8 10 13 16 cat_threshold=0 16384 262400 32800 67109120 2162768 37750784 3102 256 2162688 67108864 16 4194304 16384 0 2752512 is_linear=0 shrinkage=0.01 Tree=801 num_leaves=17 num_cat=5 split_feature=25 8 6 25 24 6 4 3 3 25 25 26 26 6 26 3 split_gain=22514.2 22230.1 17347.9 23467.9 14383.2 12227.9 7975.33 7046.29 10402.7 6392.65 2673.04 1197.38 454.334 268.422 53.0179 0.0826345 threshold=0 312.55000000000013 297.60100000000006 1 2 176.53925000000004 29.353500000000004 230.65000000000003 131.43000000000004 3 4 2022.5000000000002 2022.5000000000002 230.65000000000003 2022.5000000000002 285.62500000000006 decision_type=9 2 2 9 1 2 2 2 2 9 9 2 2 2 2 2 left_child=11 2 3 4 6 7 10 8 -5 14 -2 -1 -11 -7 -6 -9 right_child=1 -3 -4 5 9 13 -8 15 -10 12 -12 -13 -14 -15 -16 -17 leaf_value=0.17723749060055305 0.0038978584753028281 0.3314347820281982 0.26640312691529588 0.00034534939837832377 -0.077436522649506387 -0.14298158464224442 0.17031830878484819 -0.1316510636806488 0.17057595405313705 -0.18866986359159155 -0.067102405265369244 0.11240991829761438 -0.23095330551818566 -0.19243104743106024 -0.064193653643371595 -0.13256009875237942 leaf_weight=58 106 20 24 12681 59 23 21 20 36 48 103 56 54 21 62 20 leaf_count=58 106 20 24 12681 59 23 21 20 36 48 103 56 54 21 62 20 internal_value=0 -0.00170585 -0.00220893 -0.00269533 -0.0726353 -0.000163433 -0.0148072 0.000410432 0.000827248 -0.129083 -0.0341168 0.133667 -0.192211 -0.166582 -0.0652577 -0.132106 internal_weight=0 13298 13278 13254 453 12801 230 12757 12717 223 209 114 102 44 121 40 internal_count=13412 13298 13278 13254 453 12801 230 12757 12717 223 209 114 102 44 121 40 cat_boundaries=0 4 7 8 10 13 cat_threshold=0 16384 262400 32800 67109120 2097216 37748736 3354 67109120 2097152 67108864 2097152 4194304 is_linear=0 shrinkage=0.01 Tree=802 num_leaves=15 num_cat=4 split_feature=25 8 6 25 0 1 24 6 1 25 1 26 6 0 split_gain=22066.4 21787.8 17002.8 23009.6 15903.4 27386.7 24430.9 11984.6 9397.73 7160.58 1259.96 1173.55 263.08 221.412 threshold=0 312.55000000000013 297.60100000000006 1 13.704000000000002 105.004 2 176.53925000000004 211.12500000000003 3 243.26250000000002 2022.5000000000002 230.65000000000003 176.53925000000004 decision_type=9 2 2 9 2 2 1 2 2 9 2 2 2 2 left_child=11 2 3 4 5 6 -2 8 9 -5 -10 -1 -9 -6 right_child=1 -3 -4 7 13 -7 -8 12 10 -11 -12 -13 -14 -15 leaf_value=0.17546511582773305 0.058607500630456048 0.32812043762207033 0.26373910129070283 0.051647390720499307 -0.23429936390031469 0.28092863172292709 -0.11904986070368338 -0.14155177181181702 -0.1884613013409433 -0.00012644263076060634 -0.091481529587023977 0.11128584050706454 -0.19050673516467215 -0.27969499202001663 leaf_weight=58 101 20 24 263 22 23 286 23 21 12436 37 56 21 21 leaf_count=58 101 20 24 263 22 23 286 23 21 12436 37 56 21 21 internal_value=0 -0.00168927 -0.00218732 -0.00266885 -0.0719226 -0.0543219 -0.0742463 -0.000161799 0.000406328 0.000986379 -0.126595 0.132331 -0.164917 -0.256469 internal_weight=0 13298 13278 13254 453 410 387 12801 12757 12699 58 114 44 43 internal_count=13412 13298 13278 13254 453 410 387 12801 12757 12699 58 114 44 43 cat_boundaries=0 4 7 8 12 cat_threshold=0 16384 262400 32800 67109120 2097216 37748736 2066 16384 32768 1076510720 139264 is_linear=0 shrinkage=0.01 Tree=803 num_leaves=8 num_cat=0 split_feature=8 10 4 3 6 6 0 split_gain=21194 11922 18130.9 15103.1 12079.1 19028.9 12364.9 threshold=312.55000000000013 282.93750000000006 285.62500000000006 263.93200000000007 297.60100000000006 211.12500000000003 269.79925000000003 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=0.0012687684061061409 0.3248392314910889 -0.24490310287475589 -0.24613104221845666 -0.21051117927712554 0.22949065436487612 -0.23614676781436977 -0.17266179285398345 leaf_weight=13210 20 20 30 34 23 34 41 leaf_count=13210 20 20 30 34 23 34 41 internal_value=0 -0.000934049 -0.000569153 -1.69981e-05 0.000520784 0.000124374 0.000730609 internal_weight=0 13392 13372 13342 13308 13285 13251 internal_count=13412 13392 13372 13342 13308 13285 13251 is_linear=0 shrinkage=0.01 Tree=804 num_leaves=8 num_cat=0 split_feature=8 10 4 3 6 6 0 split_gain=20772.2 11684.7 17770.1 14802.6 11838.8 18650.2 12118.8 threshold=312.55000000000013 282.93750000000006 285.62500000000006 263.93200000000007 297.60100000000006 211.12500000000003 269.79925000000003 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=0.0012560808084726076 0.32159082794189453 -0.24245406723022464 -0.24366973740359146 -0.20840606557972291 0.22719574451446534 -0.23378529911532123 -0.17093517131921723 leaf_weight=13210 20 20 30 34 23 34 41 leaf_count=13210 20 20 30 34 23 34 41 internal_value=0 -0.000924708 -0.000563462 -1.6828e-05 0.000515576 0.00012313 0.000723303 internal_weight=0 13392 13372 13342 13308 13285 13251 internal_count=13412 13392 13372 13342 13308 13285 13251 is_linear=0 shrinkage=0.01 Tree=805 num_leaves=11 num_cat=3 split_feature=10 9 25 26 6 7 25 10 24 7 split_gain=27755.4 23887.2 25458.9 15433.2 14706.5 13963.7 15670.1 18429.1 17116.8 1862.34 threshold=282.93750000000006 289.96890000000008 0 2022.5000000000002 355.00000000000006 211.12500000000003 1 184.96521500000003 2 279.07800000000003 decision_type=2 2 9 2 2 2 9 2 1 2 left_child=1 2 3 -1 5 6 8 -8 -4 -7 right_child=-2 -3 4 -5 -6 9 7 -9 -10 -11 leaf_value=0.041107645527521768 -0.36430417401450021 -0.34580220639705661 0.030350682953713647 0.25163322061988025 -0.25975944323973221 0.10716686379451018 -0.00013955678266468839 0.303655785959214 -0.10764313418176963 0.22932503566145898 leaf_weight=75 21 20 132 65 22 26 12634 20 268 24 leaf_count=75 21 20 132 65 22 26 12634 20 268 24 internal_value=0 -0.00046714 5.3492e-05 0.129595 -0.00142582 -0.000993201 -0.00163207 0.000340331 -0.0624756 0.165803 internal_weight=0 13286 13266 140 13126 13104 13054 12654 400 50 internal_count=13307 13286 13266 140 13126 13104 13054 12654 400 50 cat_boundaries=0 3 7 8 cat_threshold=67108864 16384 2097408 0 557072 1073938432 33312 1037 is_linear=0 shrinkage=0.01 Tree=806 num_leaves=17 num_cat=6 split_feature=6 25 26 25 24 9 4 25 24 25 0 26 0 4 26 26 split_gain=24085.8 20897.5 66706.2 14190.7 20616.4 14266.7 14856.4 9648.24 29667.3 6228.73 6054.6 2087.38 1555.69 879.36 81.6055 7.81789 threshold=355.00000000000006 0 2022.5000000000002 1 2 285.62500000000006 216.24000000000004 3 4 5 189.93750000000003 2022.5000000000002 189.93750000000003 333.3454000000001 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 9 1 2 2 9 1 9 2 2 2 2 2 2 left_child=1 2 -1 4 11 6 7 8 -5 15 -9 -3 14 -8 -11 -6 right_child=-2 3 -4 5 9 -7 13 10 -10 12 -12 -13 -14 -15 -16 -17 leaf_value=-0.078515774385252993 -0.30509821745065546 0.020499620219071705 0.38911633984850985 0.096449811078511263 -0.029145830562620451 -0.26650304579734801 0.21743946895599364 -0.0016855244444617149 -0.028608275206073334 -0.12912100263009563 -0.12980663032950582 0.10391377852360409 -0.043168496608734133 0.13176132658253545 -0.14138696082884616 -0.033977204447283464 leaf_weight=67 26 60 56 375 66 20 25 11817 370 107 37 60 20 23 110 68 leaf_count=67 26 60 56 375 66 20 25 11817 370 107 37 60 20 23 110 68 internal_value=0 -0.000436218 0.124285 -0.00169527 -0.0538945 0.000368998 0.000791321 0.000122339 0.0347841 -0.0904618 -0.00208367 0.0574216 -0.122396 0.176385 -0.135339 -0.0294033 internal_weight=0 13281 123 13158 491 12667 12647 12599 745 371 11854 120 237 48 217 134 internal_count=13307 13281 123 13158 491 12667 12647 12599 745 371 11854 120 237 48 217 134 cat_boundaries=0 3 7 8 12 13 15 cat_threshold=67108864 0 2097408 4194304 622608 1073938432 33312 1029 16384 2113600 2202551296 139264 378 4194304 589824 is_linear=0 shrinkage=0.01 Tree=807 num_leaves=11 num_cat=3 split_feature=10 9 25 26 6 7 25 10 24 7 split_gain=27167 23125.2 24541.1 14576.7 14074.1 13693 15057 18047.5 16511.9 1825.83 threshold=282.93750000000006 289.96890000000008 0 2022.5000000000002 355.00000000000006 211.12500000000003 1 184.96521500000003 2 279.07800000000003 decision_type=2 2 9 2 2 2 9 2 1 2 left_child=1 2 3 -1 5 6 8 -8 -4 -7 right_child=-2 -3 4 -5 -6 9 7 -9 -10 -11 leaf_value=0.041340409946441649 -0.36041234084538054 -0.34023489606380464 0.029917298975125167 0.24594074421662551 -0.25411086971109564 0.10614349213930277 -0.00014364247313967911 0.30048992276191711 -0.10560492370813655 0.22709807467957338 leaf_weight=75 21 20 132 65 22 26 12634 20 268 24 leaf_count=75 21 20 132 65 22 26 12634 20 268 24 internal_value=0 -0.000452602 5.96587e-05 0.127245 -0.00139276 -0.000969537 -0.00160218 0.000331255 -0.0612437 0.164202 internal_weight=0 13286 13266 140 13126 13104 13054 12654 400 50 internal_count=13307 13286 13266 140 13126 13104 13054 12654 400 50 cat_boundaries=0 3 7 8 cat_threshold=67108864 16384 2097408 0 557072 1073938432 33312 1037 is_linear=0 shrinkage=0.01 Tree=808 num_leaves=11 num_cat=3 split_feature=10 9 25 26 6 7 25 10 24 7 split_gain=26626.3 22664.9 24052.9 14286.6 13794 13420.6 14766.3 17688.4 16197.8 1789.49 threshold=282.93750000000006 289.96890000000008 0 2022.5000000000002 355.00000000000006 211.12500000000003 1 184.96521500000003 2 279.07800000000003 decision_type=2 2 9 2 2 2 9 2 1 2 left_child=1 2 3 -1 5 6 8 -8 -4 -7 right_child=-2 -3 4 -5 -6 9 7 -9 -10 -11 leaf_value=0.040927014573415126 -0.35680821668534052 -0.33683255743980411 0.029639192932928111 0.24348136500211862 -0.25156975962898948 0.10508206378955107 -0.00014220608728564066 0.2974850294291973 -0.10458686168024169 0.2248270980020364 leaf_weight=75 21 20 132 65 22 26 12634 20 268 24 leaf_count=75 21 20 132 65 22 26 12634 20 268 24 internal_value=0 -0.000448645 5.84917e-05 0.125972 -0.0013794 -0.000960419 -0.00158674 0.000327943 -0.0606497 0.16256 internal_weight=0 13286 13266 140 13126 13104 13054 12654 400 50 internal_count=13307 13286 13266 140 13126 13104 13054 12654 400 50 cat_boundaries=0 3 7 8 cat_threshold=67108864 16384 2097408 0 557072 1073938432 33312 1037 is_linear=0 shrinkage=0.01 Tree=809 num_leaves=9 num_cat=3 split_feature=10 9 25 6 3 25 24 10 split_gain=26096.3 22213.8 23574.5 13519.4 13681.9 11537.2 19677.2 16859.9 threshold=282.93750000000006 289.96890000000008 0 355.00000000000006 344.25000000000006 1 2 201.71813100000003 decision_type=2 2 9 2 2 9 1 2 left_child=1 2 -1 4 5 6 -4 -7 right_child=-2 -3 3 -5 -6 7 -8 -9 leaf_value=0.12471235987146695 -0.35324012029738655 -0.33346422338485715 0.045679064057242702 -0.24905405499718405 0.26040116646885869 -0.00010581702782498096 -0.10046117652259899 0.29046693405509 leaf_weight=140 21 20 132 22 20 12657 275 20 leaf_count=140 21 20 132 22 20 12657 275 20 internal_value=0 -0.000444723 5.73415e-05 -0.00136618 -0.000951387 -0.00135089 -0.0531055 0.00035233 internal_weight=0 13286 13266 13126 13104 13084 407 12677 internal_count=13307 13286 13266 13126 13104 13084 407 12677 cat_boundaries=0 3 7 8 cat_threshold=67108864 16384 2097408 0 557072 1073938432 33312 1093 is_linear=0 shrinkage=0.01 Tree=810 num_leaves=13 num_cat=4 split_feature=25 3 2 1 25 24 25 10 26 8 26 2 split_gain=42984.4 23433.1 11687.4 9837.45 11334 119136 49196.1 13603.2 10202.2 7389.4 6823.11 730.198 threshold=0 333.3454000000001 255.10500000000002 355.00000000000006 1 2 3 239.51250000000002 2022.5000000000002 234.55500000000004 2022.5000000000002 355.00000000000006 decision_type=9 2 2 2 9 1 9 2 2 2 2 2 left_child=10 2 3 4 5 8 -7 9 -2 -6 -1 -4 right_child=1 -3 11 -5 7 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.12669012675901839 0.24957181207204268 0.29573871628001885 0.21423640632629393 -0.21594776000295365 -0.0013286635272661629 -0.20635768657702891 0.032965848901988684 0.25935645508766175 0.43716289413079878 -0.18476006426594474 -0.28726504742015496 0.12878479357808828 leaf_weight=51 59 27 20 21 12544 112 286 20 57 22 55 20 leaf_count=51 59 27 20 21 12544 112 286 20 57 22 55 20 internal_value=0 0.00143896 0.000836293 0.000315984 0.000662666 0.0462314 -0.0377886 -0.00123407 0.314627 -0.00164981 -0.191903 0.171511 internal_weight=0 13188 13161 13121 13100 514 398 12586 116 12566 106 40 internal_count=13294 13188 13161 13121 13100 514 398 12586 116 12566 106 40 cat_boundaries=0 3 7 8 12 cat_threshold=0 0 6815744 67125248 2113552 1073873152 16818208 2592 67108864 16384 256 8224 is_linear=0 shrinkage=0.01 Tree=811 num_leaves=13 num_cat=4 split_feature=25 3 2 1 25 24 25 10 26 1 26 2 split_gain=42128.4 22967 11455 9641.56 11092.8 116795 48290.3 13332.5 9999.16 7351.98 6687.33 715.667 threshold=0 333.3454000000001 255.10500000000002 355.00000000000006 1 2 3 239.51250000000002 2022.5000000000002 128.13850000000005 2022.5000000000002 355.00000000000006 decision_type=9 2 2 2 9 1 9 2 2 2 2 2 left_child=10 2 3 4 5 8 -7 9 -2 -6 -1 -4 right_child=1 -3 11 -5 7 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.12542322439305922 0.24707608065362702 0.29278131535759683 0.21209404033422469 -0.21378828116825649 -0.002189111780111678 -0.20446325516358752 0.032647328107945017 0.25676288390159607 0.4327912578378853 0.10363236210111415 -0.28439239051125265 0.12749694306915627 leaf_weight=51 59 27 20 21 12500 112 286 20 57 66 55 20 leaf_count=51 59 27 20 21 12500 112 286 20 57 66 55 20 internal_value=0 0.00142326 0.000826612 0.000311503 0.000654716 0.045736 -0.0374532 -0.00122173 0.311481 -0.00163331 -0.189984 0.169795 internal_weight=0 13188 13161 13121 13100 514 398 12586 116 12566 106 40 internal_count=13294 13188 13161 13121 13100 514 398 12586 116 12566 106 40 cat_boundaries=0 3 7 8 12 cat_threshold=0 0 6815744 67125248 2113552 1073873152 16818208 2592 67108864 16384 256 8224 is_linear=0 shrinkage=0.01 Tree=812 num_leaves=13 num_cat=2 split_feature=25 3 8 25 6 26 1 1 6 26 8 8 split_gain=41289.5 22510.2 10366.8 16126.3 10727.1 6554.25 6348.76 7796.89 3459.69 2489.09 318.039 12.315 threshold=0 333.3454000000001 172.87500000000003 1 218.62500000000003 2022.5000000000002 263.93200000000007 148.98750000000004 263.93200000000007 2022.5000000000002 228.56250000000003 279.07800000000003 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 left_child=5 2 3 9 6 -1 7 -5 -6 -2 -4 -12 right_child=1 -3 10 4 8 -7 -8 -9 -10 -11 11 -13 leaf_value=-0.12416899331060111 0.17807584099049836 0.28985350466712756 -0.14982186386218438 -0.00036075214147947217 0.2392902335666475 -0.28154847422513096 -0.14088063327595593 0.11895760339498519 0.077781769368383616 0.081609114629250981 -0.11099871484935284 -0.10015657078136098 leaf_weight=51 53 27 26 12842 21 55 32 55 36 54 20 22 leaf_count=51 53 27 26 12842 21 55 32 55 36 54 20 22 internal_value=0 0.00140772 0.000817041 0.00145665 0.000402197 -0.188084 -0.000200966 0.000148088 0.137285 0.118333 -0.122335 -0.105319 internal_weight=0 13188 13161 13093 12986 106 12929 12897 57 107 68 42 internal_count=13294 13188 13161 13093 12986 106 12929 12897 57 107 68 42 cat_boundaries=0 3 7 cat_threshold=0 0 6815744 0 16384 1073873152 32768 is_linear=0 shrinkage=0.01 Tree=813 num_leaves=14 num_cat=5 split_feature=25 3 2 8 25 24 25 25 26 26 2 8 8 split_gain=40467.8 22062.2 11223 9160.6 13776.1 7401.51 20893.3 13825.7 6423.82 2026.16 704.031 257.32 0.963117 threshold=0 333.3454000000001 255.10500000000002 181.87500000000003 1 2 3 4 2022.5000000000002 2022.5000000000002 355.00000000000006 228.56250000000003 279.07800000000003 decision_type=9 2 2 2 9 1 9 9 2 2 2 2 2 left_child=8 2 3 4 9 6 -6 -7 -1 -2 -4 -5 -13 right_child=1 -3 10 11 5 7 -8 -9 -10 -11 -12 12 -14 leaf_value=-0.1229273022682059 0.15201152095198631 0.28695496623162869 0.21001078283786775 -0.1522676710486412 -0.093091458946266442 0.050980942593494824 -0.0051614568356640293 0.001146425756347621 -0.27873298645019534 0.070813792754733373 0.12610423907637597 -0.10988872689008712 -0.1067853136062622 leaf_weight=51 60 27 20 20 288 583 2943 9124 55 63 20 20 20 leaf_count=51 60 27 20 20 288 583 2943 9124 55 63 20 20 20 internal_value=0 0.00139364 0.00080887 0.000299005 0.00086533 -0.00017608 -0.0132623 0.00418886 -0.186204 0.10212 0.168058 -0.122981 -0.108337 internal_weight=0 13188 13161 13121 13061 12938 3231 9707 106 123 40 60 40 internal_count=13294 13188 13161 13121 13061 12938 3231 9707 106 123 40 60 40 cat_boundaries=0 3 7 8 11 15 cat_threshold=0 0 6815744 0 16384 1073873152 32800 672 201327104 65600 2164260864 67125504 80 2197832704 139264 is_linear=0 shrinkage=0.01 Tree=814 num_leaves=9 num_cat=2 split_feature=25 10 8 25 7 0 3 8 split_gain=39662.4 21859.3 16514.8 17975.8 19460.8 15382.4 9220.29 1709.67 threshold=0 279.07800000000003 172.87500000000003 1 279.07800000000003 333.3454000000001 263.93200000000007 255.10500000000002 decision_type=9 2 2 9 2 2 2 2 left_child=-1 2 3 -2 5 6 -5 -4 right_child=1 -3 7 4 -6 -7 -8 -9 leaf_value=-0.18434147069680279 0.12560494496390737 0.31633198933167889 -0.10953633387386798 2.8879859179043919e-05 0.29773242348974405 0.27048791272299633 -0.17548662966489795 -0.20940157699584963 leaf_weight=106 106 22 40 12917 22 21 30 30 leaf_count=106 106 22 40 12917 22 21 30 30 internal_value=0 0.00137936 0.00085413 0.00167295 0.000564523 6.0818e-05 -0.000377814 -0.152336 internal_weight=0 13188 13166 13096 12990 12968 12947 70 internal_count=13294 13188 13166 13096 12990 12968 12947 70 cat_boundaries=0 3 7 cat_threshold=0 0 6815744 0 16384 1073873152 32768 is_linear=0 shrinkage=0.01 Tree=815 num_leaves=12 num_cat=4 split_feature=1 25 8 0 25 24 0 2 2 25 26 split_gain=35037.7 17075.2 13446.8 11921.9 11551.8 26467.4 5864.06 5741.47 7813.05 5147.06 3575.32 threshold=339.56250000000006 0 272.07425000000006 344.25000000000006 1 2 21.676000000000005 285.62500000000006 216.24000000000004 3 2022.5000000000002 decision_type=2 9 2 2 9 1 2 2 2 9 2 left_child=1 10 3 4 5 9 -7 8 -6 -3 -1 right_child=-2 2 -4 -5 7 6 -8 -9 -10 -11 -12 leaf_value=0.077144171918024779 -0.36094826521696866 0.067843275679681542 -0.23313414955139158 0.21717389907836915 0.00036368425235918766 -0.11491894146872729 -0.29430902743339538 -0.1480703618320135 0.1934101716677348 -0.025632862634621226 0.19121359119415285 leaf_weight=61 27 123 25 25 12612 205 20 26 21 101 50 leaf_count=61 27 123 25 25 12612 205 20 26 21 101 50 internal_value=0 -0.000346719 -0.0014328 -0.000992823 -0.00140892 -0.0506899 -0.125296 0.000378765 0.000684588 0.0264013 0.117905 internal_weight=0 13269 13158 13133 13108 449 225 12659 12633 224 111 internal_count=13296 13269 13158 13133 13108 449 225 12659 12633 224 111 cat_boundaries=0 3 7 8 10 cat_threshold=67108864 16384 256 0 80 2151874560 131072 1326 0 80 is_linear=0 shrinkage=0.01 Tree=816 num_leaves=12 num_cat=0 split_feature=8 7 4 14 12 7 7 6 6 0 4 split_gain=23937.5 10295.9 11035 10670.5 8824.99 8151 9425.54 7277.29 12300.7 5974.42 957.116 threshold=272.07425000000006 183.80721500000004 233.80500000000004 170.05500000000004 227.60400000000001 231.40000000000003 287.60640000000006 218.62500000000003 272.07425000000006 176.53925000000004 365.72000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 -3 -7 9 -9 -1 -4 right_child=-2 5 10 -5 -6 6 -8 8 -10 -11 -12 leaf_value=0.00053740076563095799 -0.2931484603881836 -0.28809280758812317 -0.10293550137111118 -0.18160507380962373 -0.19448527947716091 0.097724872935901999 -0.19499814721671019 0.30641139779772081 -0.0091468772888183593 0.082295478668477792 -0.1849269670744737 leaf_weight=12948 28 21 35 32 23 22 22 21 30 90 24 leaf_count=12948 28 21 35 32 23 22 22 21 30 90 24 internal_value=0 -0.000451491 0.000166597 0.000779106 0.00122422 -0.125999 -0.0486366 0.00156812 0.120789 0.00110177 -0.136288 internal_weight=0 13268 13203 13144 13112 65 44 13089 51 13038 59 internal_count=13296 13268 13203 13144 13112 65 44 13089 51 13038 59 is_linear=0 shrinkage=0.01 Tree=817 num_leaves=17 num_cat=4 split_feature=8 25 25 24 3 4 5 7 0 7 24 26 4 26 26 26 split_gain=23461.2 14775.2 13070.3 42150.7 13130.5 7802.91 11952.1 7235.26 5895.64 4785.23 3368.82 4945.49 1554 846.04 805.981 164.627 threshold=272.07425000000006 0 1 2 149.69580000000005 207.80256000000003 279.07800000000003 105.004 176.53925000000004 246.67500000000004 3 2022.5000000000002 279.07800000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 9 1 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 15 3 14 10 6 7 8 -4 -9 11 -5 -7 -12 -3 -1 right_child=-2 2 5 4 -6 12 -8 9 -10 -11 13 -13 -14 -15 -16 -17 leaf_value=0.10517636834250556 -0.29021697180611744 0.067996896832220016 -0.00067091435240514575 -0.0017037525726482272 -0.37896761846542359 0.19553917121887207 0.22739422803339751 -0.14851233389642504 0.097085254778785088 0.029387445705277578 -0.18979806477906272 -0.127019024356719 0.079239853885438707 -0.13713021485531918 0.11802615733289008 0.085188014444551985 leaf_weight=90 28 62 12498 64 20 20 23 54 62 21 61 62 27 61 67 76 leaf_count=90 28 62 12498 64 20 20 23 54 62 21 61 62 27 61 67 76 internal_value=0 -0.000446976 -0.00166799 -0.0574512 -0.12772 0.000118914 -0.000358529 -0.000773117 -0.00018836 -0.0987004 -0.112608 -0.0587075 0.128729 -0.15108 0.0872199 0.0905691 internal_weight=0 13268 13102 397 268 12705 12658 12635 12560 75 248 126 47 122 129 166 internal_count=13296 13268 13102 397 268 12705 12658 12635 12560 75 248 126 47 122 129 166 cat_boundaries=0 4 8 9 10 cat_threshold=67108864 16384 33554688 32768 0 80 6488064 131072 46 1424 is_linear=0 shrinkage=0.01 Tree=818 num_leaves=13 num_cat=4 split_feature=1 25 8 0 25 24 4 0 13 25 26 13 split_gain=34199.7 16482.2 12520.6 11586.1 11067.4 25537.2 29635.9 5773.6 5706.42 6438.09 3516.99 1977.21 threshold=339.56250000000006 0 272.07425000000006 344.25000000000006 1 2 11.555000000000001 21.676000000000005 81.795843000000005 3 2022.5000000000002 206.70431000000005 decision_type=2 9 2 2 9 1 2 2 2 9 2 2 left_child=1 10 3 4 5 6 -3 -7 9 -6 -1 -10 right_child=-2 2 -4 -5 8 7 -8 -9 11 -11 -12 -13 leaf_value=0.075332593272943962 -0.3565860747407984 -0.0097271259819051905 -0.2249691650390625 0.21410717773437501 0.025179643661802899 -0.11253437204477264 0.38488928258274901 -0.29053554117679598 -0.16467222973152443 -0.0012987124682930437 0.18846771246194841 -0.036960516626184638 leaf_weight=61 27 203 25 25 987 205 21 20 27 11623 50 22 leaf_count=61 27 203 25 25 987 205 21 20 27 11623 50 22 internal_value=0 -0.000323172 -0.00139025 -0.000965705 -0.0013759 -0.0496126 0.0261029 -0.122895 0.000373897 0.000792719 0.115857 -0.107332 internal_weight=0 13269 13158 13133 13108 449 224 225 12659 12610 111 49 internal_count=13296 13269 13158 13133 13108 449 224 225 12659 12610 111 49 cat_boundaries=0 3 7 8 12 cat_threshold=67108864 16384 256 0 80 2151874560 131072 1326 16904 524416 1107840000 18915872 is_linear=0 shrinkage=0.01 Tree=819 num_leaves=10 num_cat=1 split_feature=1 8 0 14 11 24 8 10 11 split_gain=33519.1 12388.7 11243 10316.2 7230.4 5657.17 23798.3 9912.96 75.889 threshold=339.56250000000006 272.07425000000006 344.25000000000006 170.05500000000004 184.96521500000003 0 92.932500000000019 149.68000000000004 267.95700000000005 decision_type=2 2 2 2 2 1 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -6 right_child=-2 -3 -4 -5 8 7 -8 -9 -10 leaf_value=0.008075229729675058 -0.35302021496825747 -0.22271946716308594 0.21196609497070312 -0.17688846732630875 -0.11572187769980659 -0.0034105509321090167 0.31152348784299994 -0.17705552079460837 -0.14229867480017924 leaf_weight=4335 27 25 25 33 21 8749 26 33 22 leaf_count=4335 27 25 25 33 21 8749 26 33 22 internal_value=0 -0.00031976 0.000100052 -0.000300632 0.000141306 0.000564863 0.00986176 -0.00405843 -0.129319 internal_weight=0 13269 13244 13219 13186 13143 4361 8782 43 internal_count=13296 13269 13244 13219 13186 13143 4361 8782 43 cat_boundaries=0 1 cat_threshold=1569 is_linear=0 shrinkage=0.01 Tree=820 num_leaves=14 num_cat=4 split_feature=4 4 25 4 25 24 25 26 6 8 26 4 4 split_gain=49365 60985.1 33328.9 10555 11097.5 117744 27502.2 25354.4 10989.5 7994 2086.72 978.377 1742.02 threshold=365.72000000000008 279.07800000000003 0 109.45500000000001 1 2 3 2022.5000000000002 297.60100000000006 263.93200000000007 2022.5000000000002 216.24000000000004 166.68000000000004 decision_type=2 2 9 2 9 1 9 2 2 2 2 2 2 left_child=1 2 10 4 5 7 -7 -4 9 -6 -1 12 -5 right_child=-2 -3 3 11 8 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.14199609522308623 -0.49880704993009567 0.55016633033752438 0.19636452452809203 -0.087543079853057856 -0.0024652949346164357 0.039185567517749598 -0.17628663220232532 0.51168841488221117 0.22155800342559814 0.18832081361250447 -0.22953743904266716 -0.074459544718265533 -0.21073691953312268 leaf_weight=56 20 20 51 24 12694 112 114 51 22 22 53 32 22 leaf_count=56 20 20 51 24 12694 112 114 51 22 22 53 32 22 internal_value=0 -0.00161826 -0.00245096 -0.000940039 -0.000248379 0.0563071 -0.0723682 0.322417 -0.0017475 -0.00213522 -0.169053 -0.116922 -0.146462 internal_weight=0 13273 13253 13144 13066 328 226 102 12738 12716 109 78 46 internal_count=13293 13273 13253 13144 13066 328 226 102 12738 12716 109 78 46 cat_boundaries=0 3 7 8 12 cat_threshold=256 65536 256 16384 0 1114243072 41504 2209 16384 0 37879808 512 is_linear=0 shrinkage=0.01 Tree=821 num_leaves=10 num_cat=4 split_feature=4 4 25 3 25 24 8 14 24 split_gain=48382.4 59771.8 32665.2 18046.3 11180.4 78348.6 8566.55 8396.56 5601.37 threshold=365.72000000000008 279.07800000000003 0 344.25000000000006 1 2 263.93200000000007 192.44922000000003 3 decision_type=2 2 9 2 9 1 2 2 1 left_child=1 2 -1 4 5 -4 7 -6 -7 right_child=-2 -3 3 -5 6 8 -8 -9 -10 leaf_value=-0.16736212488983859 -0.49381897270679476 0.54466466045379647 0.18160249923070271 -0.28079797614851726 -0.0021983928715344886 -0.025383767676214843 0.19497028177434747 -0.20232355571928481 -0.13040909266471862 leaf_weight=109 20 20 215 23 12634 119 22 21 110 leaf_count=109 20 20 215 23 12634 119 22 21 110 internal_value=0 -0.00160311 -0.00242748 -0.000931681 -0.000441809 0.0483193 -0.00218601 -0.00253049 -0.0791782 internal_weight=0 13273 13253 13144 13121 444 12677 12655 229 internal_count=13293 13273 13253 13144 13121 444 12677 12655 229 cat_boundaries=0 3 7 8 9 cat_threshold=256 65536 256 16384 64 1114112000 41504 2219 276 is_linear=0 shrinkage=0.01 Tree=822 num_leaves=13 num_cat=3 split_feature=4 4 25 3 25 24 26 3 4 26 26 3 split_gain=47419.4 58582.5 32069.9 17687.2 10960.4 76876.7 32822.8 8547.06 8814.43 5804.97 2045.19 679.633 threshold=365.72000000000008 279.07800000000003 0 344.25000000000006 1 2 2022.5000000000002 216.24000000000004 109.45500000000001 2022.5000000000002 2022.5000000000002 243.26250000000002 decision_type=2 2 9 2 9 1 2 2 2 2 2 2 left_child=1 2 10 4 5 6 -4 8 -6 -7 -1 -9 right_child=-2 -3 3 -5 7 9 -8 11 -10 -11 -12 -13 leaf_value=-0.13890251155410493 -0.48888078428804876 0.53921802139282227 0.066387976539244345 -0.27798999738110147 -0.0020237924027825659 -0.033470823295226618 0.31352668187247135 0.10026400756835938 -0.11702813184083398 -0.13424465674161912 -0.2255684434636584 0.18171655393782118 leaf_weight=56 20 20 109 23 12569 119 106 20 67 110 53 21 leaf_count=56 20 20 109 23 12569 119 106 20 67 110 53 21 internal_value=0 -0.00158815 -0.00240428 -0.000922168 -0.000437194 0.0478418 0.179867 -0.00216415 -0.00263358 -0.0784516 -0.165829 0.141984 internal_weight=0 13273 13253 13144 13121 444 215 12677 12636 229 109 41 internal_count=13293 13273 13253 13144 13121 444 215 12677 12636 229 109 41 cat_boundaries=0 3 7 8 cat_threshold=256 65536 256 16384 64 1114112000 41504 2219 is_linear=0 shrinkage=0.01 Tree=823 num_leaves=12 num_cat=4 split_feature=25 26 8 12 2 25 24 26 25 10 14 split_gain=28750.2 27037.7 20640.4 14821.2 9933.04 11280.1 69001.9 25798 17157.3 12506.6 7885.49 threshold=0 2022.5000000000002 341.27040000000005 246.67500000000004 293.85000000000008 1 2 2022.5000000000002 3 250.05000000000004 170.05500000000004 decision_type=9 2 2 2 2 9 1 2 9 2 2 left_child=1 -1 3 4 5 6 7 -2 -8 10 -7 right_child=2 -3 -4 -5 -6 9 8 -9 -10 -11 -12 leaf_value=-0.013546267923186807 0.11075644586045863 -0.29767236060491115 0.32024824333190921 0.25809082719412718 -0.1749575462756735 -0.0029023162088332882 0.051147035181522374 0.40404327630996706 -0.11231164333964484 0.24702464124560358 -0.18823159777599835 leaf_weight=68 59 66 20 22 33 12673 105 61 143 20 23 leaf_count=68 59 66 20 22 33 12673 105 61 143 20 23 internal_value=0 -0.14283 -0.000757918 -0.00124713 -0.00168209 -0.00124506 0.0525913 0.239856 -0.0438053 -0.0028422 -0.00323806 internal_weight=0 134 13159 13139 13117 13084 368 120 248 12716 12696 internal_count=13293 134 13159 13139 13117 13084 368 120 248 12716 12696 cat_boundaries=0 3 7 8 12 cat_threshold=256 81920 256 16384 64 1109917696 163872 163 0 64 0 131072 is_linear=0 shrinkage=0.01 Tree=824 num_leaves=13 num_cat=4 split_feature=4 4 25 3 25 24 26 25 3 9 26 3 split_gain=46572.2 57320 30903.4 17419.7 10612.9 62416.3 29986.3 11713.5 8343.75 8867.73 1873.93 669.161 threshold=365.72000000000008 279.07800000000003 0 344.25000000000006 1 2 2022.5000000000002 3 216.24000000000004 176.53925000000004 2022.5000000000002 243.26250000000002 decision_type=2 2 9 2 9 1 2 9 2 2 2 2 left_child=1 2 10 4 5 6 -4 -7 9 -6 -1 -10 right_child=-2 -3 3 -5 8 7 -8 -9 11 -11 -12 -13 leaf_value=-0.13737802471433366 -0.48446927574276927 0.53339791870117192 0.055096519169600122 -0.27586600852401361 -0.0021208131015761559 -0.12645808945168982 0.28498446477518885 0.014481888253960693 0.09886781859397889 -0.14275017777085305 -0.22033603294559245 0.1796903817994254 leaf_weight=56 20 20 115 23 12571 133 112 104 20 45 53 21 leaf_count=56 20 20 115 23 12571 133 112 104 20 45 53 21 internal_value=0 -0.00154899 -0.00235628 -0.000901382 -0.000420079 0.0460375 0.161411 -0.0665286 -0.00215786 -0.00262242 -0.162781 0.140265 internal_weight=0 13273 13253 13144 13121 464 227 237 12657 12616 109 41 internal_count=13293 13273 13253 13144 13121 464 227 237 12657 12616 109 41 cat_boundaries=0 3 7 8 12 cat_threshold=256 65536 256 16384 64 1114128384 41504 2219 0 64 1076363264 32768 is_linear=0 shrinkage=0.01 Tree=825 num_leaves=12 num_cat=3 split_feature=25 4 4 7 0 2 25 24 13 5 26 split_gain=65858.3 10112.4 17777 12756.7 7865.74 11606.8 9966.1 66944.4 9472.12 6469.73 4396.1 threshold=0 365.72000000000008 272.07425000000006 284.98750000000007 59.752500000000005 39.245000000000012 1 2 175.27925000000002 8.2840000000000025 2022.5000000000002 decision_type=9 2 2 2 2 2 9 1 2 2 2 left_child=10 2 3 4 6 9 7 -2 -8 -6 -1 right_child=1 -3 -4 -5 5 -7 8 -9 -10 -11 -12 leaf_value=-0.17149681454633964 0.23860816824789111 -0.21943324338822137 0.27795280207758366 -0.21352286971041134 -0.058799329441483625 -0.26433569364547732 -0.0004085366163068475 -0.10349049698877133 0.21738797676563262 0.11863089966277281 -0.28479291114254274 leaf_weight=68 104 21 23 28 143 25 12675 108 20 24 69 leaf_count=68 104 21 23 28 143 25 12675 108 20 24 69 internal_value=0 -0.000167238 0.000182793 -0.000303892 0.000151878 -0.0633831 0.001097 0.0675201 -6.53634e-05 -0.0333004 -0.21301 internal_weight=0 13171 13150 13127 13099 192 12907 212 12695 167 137 internal_count=13308 13171 13150 13127 13099 192 12907 212 12695 167 137 cat_boundaries=0 3 7 8 cat_threshold=0 0 1076363520 67125248 16384 81920 172064 2290 is_linear=0 shrinkage=0.01 Tree=826 num_leaves=10 num_cat=3 split_feature=25 4 4 7 1 25 24 6 26 split_gain=64548.4 9911.26 17423.1 12502.9 6829.5 6907.78 57845.4 6496.72 4308.62 threshold=0 365.72000000000008 272.07425000000006 284.98750000000007 365.72000000000008 1 2 117.39000000000001 2022.5000000000002 decision_type=9 2 2 2 2 9 1 2 2 left_child=8 2 3 4 5 6 -2 -7 -1 right_child=1 -3 -4 -5 -6 7 -8 -9 -10 leaf_value=-0.16978184707901059 0.20688997958440425 -0.21723889918554398 0.27517327350118886 -0.2113876406635557 0.184800637697801 -0.00051791179626795058 -0.10453067943329612 -0.087226391958779306 -0.28194497965384224 leaf_weight=68 111 21 23 28 20 12771 110 87 69 leaf_count=68 111 21 23 28 20 12771 110 87 69 internal_value=0 -0.000164541 0.000181993 -0.000299823 0.000151391 -0.000130969 0.0540693 -0.00110374 -0.21088 internal_weight=0 13171 13150 13127 13099 13079 221 12858 137 internal_count=13308 13171 13150 13127 13099 13079 221 12858 137 cat_boundaries=0 3 7 8 cat_threshold=0 0 1076363520 67125248 16384 81920 172064 2290 is_linear=0 shrinkage=0.01 Tree=827 num_leaves=9 num_cat=2 split_feature=25 8 3 13 7 25 5 8 split_gain=63264.4 8563.78 12655.1 9638.13 19603.1 9278.63 9461.24 1368.65 threshold=0 172.87500000000003 344.25000000000006 192.44922000000003 284.98750000000007 1 284.98750000000007 272.07425000000006 decision_type=9 2 2 2 2 9 2 2 left_child=-1 2 3 4 5 -2 -7 -3 right_child=1 7 -4 -5 -6 6 -8 -9 leaf_value=-0.20877126506143281 0.082295740308404405 -0.074558848336338995 0.25177281141281127 0.18536710475172316 -0.30564636849221727 -0.0011433103106501163 0.17968376348244733 -0.165716187613351 leaf_weight=137 126 40 20 28 21 12879 29 28 leaf_count=137 126 40 20 28 21 12879 29 28 internal_value=0 -0.000162119 0.000418646 3.44005e-05 -0.000363096 0.000128768 -0.000736481 -0.112094 internal_weight=0 13171 13103 13083 13055 13034 12908 68 internal_count=13308 13171 13103 13083 13055 13034 12908 68 cat_boundaries=0 3 7 cat_threshold=0 0 1076363520 67108864 16384 65536 163840 is_linear=0 shrinkage=0.01 Tree=828 num_leaves=14 num_cat=2 split_feature=25 4 4 0 3 13 25 26 26 0 0 0 3 split_gain=62091.1 9740.82 17022.5 9332.94 13632.5 10744.3 11759.8 4222.87 4042.84 8903.59 6578.84 3225.57 2966.09 threshold=0 365.72000000000008 272.07425000000006 140.32000000000002 228.18750000000003 192.44922000000003 1 2022.5000000000002 2022.5000000000002 259.57500000000005 293.85000000000008 211.57500000000002 333.3454000000001 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 9 -5 11 -10 -6 right_child=1 -3 -4 8 12 -7 -8 -9 10 -11 -12 -13 -14 leaf_value=-0.16599631688502783 0.073931476580048047 -0.21535963728314353 0.271995207745096 -0.13654057741165163 -0.10139576268196106 0.21254450847705206 -0.00047767426411155612 -0.27703781431999758 -0.16887181882577185 0.13800322748365856 -0.28912148571014407 -0.010547037586089103 -0.25861341219395401 leaf_weight=68 206 21 23 27 30 24 12726 69 22 21 20 31 20 leaf_count=68 206 21 23 27 30 24 12726 69 22 21 20 31 20 internal_value=0 -0.000159873 0.00018367 -0.000292575 0.000520719 0.00115673 0.000764425 -0.206826 -0.0877115 -0.0164277 -0.134583 -0.0762668 -0.164283 internal_weight=0 13171 13150 13127 13006 12956 12932 137 121 48 73 53 50 internal_count=13308 13171 13150 13127 13006 12956 12932 137 121 48 73 53 50 cat_boundaries=0 3 7 cat_threshold=0 0 1076363520 67125248 16384 81920 172064 is_linear=0 shrinkage=0.01 Tree=829 num_leaves=11 num_cat=3 split_feature=25 4 4 7 0 2 25 24 13 0 split_gain=60855.8 9547.03 16683.7 11926.7 7609.61 11297.8 9328.56 64634.1 8959.16 1017.9 threshold=0 365.72000000000008 272.07425000000006 284.98750000000007 59.752500000000005 39.245000000000012 1 2 175.27925000000002 189.93750000000003 decision_type=9 2 2 2 2 2 9 1 2 2 left_child=-1 2 3 4 6 9 7 -2 -8 -6 right_child=1 -3 -4 -5 5 -7 8 -9 -10 -11 leaf_value=-0.20475731621135254 0.23346325018949679 -0.21320606413341703 0.26927525561788807 -0.20645493047577992 -0.055496680470804367 -0.26059973576068879 -0.00037712690001794481 -0.10261283220502281 0.21143993544578554 -0.0059695380074637275 leaf_weight=137 104 21 23 28 90 25 12675 108 20 77 leaf_count=137 104 21 23 28 90 25 12675 108 20 77 internal_value=0 -0.000157717 0.000182392 -0.000289089 0.000151604 -0.0623404 0.00108121 0.0653446 -4.33912e-05 -0.0326608 internal_weight=0 13171 13150 13127 13099 192 12907 212 12695 167 internal_count=13308 13171 13150 13127 13099 192 12907 212 12695 167 cat_boundaries=0 3 7 8 cat_threshold=0 0 1076363520 67125248 16384 81920 172064 2290 is_linear=0 shrinkage=0.01 Tree=830 num_leaves=9 num_cat=3 split_feature=25 4 7 25 0 6 25 6 split_gain=52596.9 40909.6 18576.3 10206.4 15053.5 10294.8 8105.8 1135.24 threshold=0 344.25000000000006 284.98750000000007 1 344.25000000000006 228.56250000000003 2 284.98750000000007 decision_type=9 2 2 9 2 2 9 2 left_child=-1 2 3 -2 5 6 -5 -7 right_child=1 -3 -4 4 -6 7 -8 -9 leaf_value=-0.1944275677288678 0.085089407405559578 0.43060549009252674 -0.27330781488418582 -0.030913399160512629 0.25423924570498257 -0.20888422557285855 0.00080938332388346952 -0.10609272783452815 leaf_weight=131 128 22 25 853 23 21 12082 22 leaf_count=131 128 22 25 853 23 21 12082 22 internal_value=0 -0.000256434 -0.000977244 -0.000458677 -0.00136533 -0.00181937 -0.00130585 -0.156293 internal_weight=0 13176 13154 13129 13001 12978 12935 43 internal_count=13307 13176 13154 13129 13001 12978 12935 43 cat_boundaries=0 3 6 9 cat_threshold=256 0 37748992 0 16384 1076363264 4194816 66128 2147483648 is_linear=0 shrinkage=0.01 Tree=831 num_leaves=12 num_cat=2 split_feature=25 4 3 25 6 3 20 26 26 6 3 split_gain=51624.4 40095.4 17814.5 12828.7 9304.48 9155.85 6399.38 1845.58 679.422 245.725 46.9313 threshold=0 344.25000000000006 230.65000000000003 1 228.56250000000003 177.71725000000004 42.305000000000007 2022.5000000000002 2022.5000000000002 355.00000000000006 279.07800000000003 decision_type=9 2 2 9 2 2 2 2 2 2 2 left_child=7 2 3 8 5 6 -5 -1 -2 -6 -4 right_child=1 -3 10 4 9 -7 -8 -9 -10 -11 -12 leaf_value=-0.16892095858231188 0.083699876065639889 0.42629943567243489 -0.19770882201194762 -0.0014552212339453718 -0.16347963674710347 0.17675169484368689 0.15265867308334069 -0.2440096375479627 0.1307360651237624 -0.1168564443588257 -0.17818147748708726 leaf_weight=64 68 22 20 12876 26 29 27 67 56 20 32 leaf_count=64 68 22 20 12876 26 29 27 67 56 20 32 internal_value=0 -0.000253453 -0.000967053 -0.000233906 -0.00123787 -0.000733827 -0.00113273 -0.192621 0.0971105 -0.143209 -0.185692 internal_weight=0 13176 13154 13102 12978 12932 12903 131 124 46 52 internal_count=13307 13176 13154 13102 12978 12932 12903 131 124 46 52 cat_boundaries=0 3 6 cat_threshold=256 0 37748992 0 16384 1076363264 is_linear=0 shrinkage=0.01 Tree=832 num_leaves=12 num_cat=3 split_feature=25 4 7 25 25 7 2 13 7 26 26 split_gain=50597.1 39297.5 18170 9811.6 5175.49 18116.6 11377.1 6853.3 5402.46 1808.85 165.339 threshold=0 344.25000000000006 284.98750000000007 1 2 121.37500000000001 255.10500000000002 81.795843000000005 105.004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 9 2 2 2 2 2 2 left_child=9 2 3 10 5 6 -5 8 -6 -1 -2 right_child=1 -3 -4 4 7 -7 -8 -9 -10 -11 -12 leaf_value=-0.1672317481227219 0.079441281578679024 0.42203643611886288 -0.27029351022243503 -0.020455779254878913 0.0024276566593385784 0.28428789165616036 0.19847431664665538 -0.14694624977727089 -0.10389990269536307 -0.24156953911283122 0.10224167714684697 leaf_weight=64 69 22 25 2164 10714 20 24 31 48 67 59 leaf_count=64 69 22 25 2164 10714 20 24 31 48 67 59 internal_value=0 -0.000250918 -0.000957383 -0.000444518 -0.00133347 -0.0152467 -0.0180544 0.00152433 0.00195342 -0.190695 0.0834327 internal_weight=0 13176 13154 13129 13001 2208 2188 10793 10762 131 128 internal_count=13307 13176 13154 13129 13001 2208 2188 10793 10762 131 128 cat_boundaries=0 3 6 10 cat_threshold=256 0 37748992 0 16384 1076363264 2162298432 814027346 2357231810 67969 is_linear=0 shrinkage=0.01 Tree=833 num_leaves=11 num_cat=3 split_feature=25 4 7 24 5 8 25 6 5 5 split_gain=39838.9 46286.7 19396.1 13448.3 11793 20674.5 18344.9 11719.9 10136.4 135.235 threshold=0 344.25000000000006 284.98750000000007 1 172.87500000000003 239.51250000000002 2 228.56250000000003 228.56250000000003 287.60640000000006 decision_type=9 2 2 1 2 2 9 2 2 2 left_child=3 2 4 -1 5 6 -2 -8 -6 -10 right_child=1 -3 -4 -5 8 -7 7 -9 9 -11 leaf_value=-0.041703488089821557 0.12817032986755525 0.46907613064561576 -0.27905553984642029 -0.21673815407960312 0.29610350052515666 -0.30723612397909167 -0.0010021200624784744 -0.17688053607940674 0.059348632043058222 0.024668948961340864 leaf_weight=100 100 21 25 105 24 22 12827 38 22 23 leaf_count=100 100 21 25 105 24 22 12827 38 22 23 internal_value=0 -2.91613e-05 -0.000782277 -0.137266 -0.000249431 -0.000942182 -0.000422439 -0.00152044 0.130138 0.0416235 internal_weight=0 13102 13081 205 13056 12987 12965 12865 69 45 internal_count=13307 13102 13081 205 13056 12987 12965 12865 69 45 cat_boundaries=0 3 4 8 cat_threshold=0 16 37748992 3132 0 16384 2621440 32768 is_linear=0 shrinkage=0.01 Tree=834 num_leaves=10 num_cat=3 split_feature=25 4 7 15 0 25 25 26 26 split_gain=49134.2 37696.1 17443.5 9803.08 11276.2 13277.5 8109.2 1769.29 550.205 threshold=0 344.25000000000006 284.98750000000007 154.53000000000006 344.25000000000006 1 2 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 9 9 2 2 left_child=7 2 3 4 5 8 -7 -1 -2 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 leaf_value=-0.16464882740750908 0.087413315653581819 0.41335748008706352 -0.26482494685649871 -0.20234513024489087 0.21650395711263021 -0.030910116257988781 0.0006483827532564986 -0.23816925561250146 0.12974102714232036 leaf_weight=64 68 22 25 24 24 863 12094 67 56 leaf_count=64 68 22 25 24 24 863 12094 67 56 internal_value=0 -0.000236148 -0.000928061 -0.000425553 -5.57656e-05 -0.000453093 -0.00147579 -0.187907 0.0985791 internal_weight=0 13176 13154 13129 13105 13081 12957 131 124 internal_count=13307 13176 13154 13129 13105 13081 12957 131 124 cat_boundaries=0 3 6 9 cat_threshold=256 0 37748992 0 16384 1076363264 4194816 66128 2147483648 is_linear=0 shrinkage=0.01 Tree=835 num_leaves=15 num_cat=4 split_feature=2 25 0 25 24 4 1 25 14 14 0 26 0 26 split_gain=16772.3 23643.9 15235.8 10642.7 14883 26382.5 16793.2 8990.3 6570.87 11615 5804.14 4917.43 3682.42 843.404 threshold=285.62500000000006 0 344.25000000000006 1 2 24.5016 32.925000000000004 3 192.44922000000003 66.397500000000022 176.53925000000004 2022.5000000000002 23.577750000000005 2022.5000000000002 decision_type=2 9 2 9 1 2 2 9 2 2 2 2 2 2 left_child=1 11 3 4 5 6 -3 13 9 10 -5 -1 -9 -6 right_child=-2 2 -4 8 7 -7 -8 12 -10 -11 -12 -13 -14 -15 leaf_value=0.087088181190192696 -0.20337700216099619 -0.029698871421388218 0.23349062238420762 0.0016440562098607079 -0.14311498343944551 0.31020102071265382 0.26823404073715212 -0.037029860315491277 -0.1788458514213562 0.22707149164832158 0.097123310128226878 0.22619604455100167 -0.17767487534880638 -0.19932719352198583 leaf_weight=48 40 350 28 12266 56 27 20 269 20 23 64 54 20 51 leaf_count=48 40 350 28 12266 56 27 20 269 20 23 64 54 20 51 internal_value=0 0.00170059 0.000470781 -2.4422e-05 -0.0353041 0.00821991 -0.0135944 -0.0780657 0.00226339 0.00255845 0.00213965 0.146382 -0.0451991 -0.155386 internal_weight=0 13296 13194 13166 793 397 370 396 12373 12353 12330 102 289 107 internal_count=13336 13296 13194 13166 793 397 370 396 12373 12353 12330 102 289 107 cat_boundaries=0 4 7 8 11 cat_threshold=0 16384 2162944 32 9 524352 2152221696 1866 0 64 4718592 is_linear=0 shrinkage=0.01 Tree=836 num_leaves=11 num_cat=3 split_feature=2 25 3 25 9 25 5 6 26 26 split_gain=16438.5 23173.3 36470.7 12537 5078.79 4932.91 6702.56 6491.36 4819.58 4.96412 threshold=285.62500000000006 0 333.3454000000001 1 257.43900000000002 2 211.12500000000003 36.725000000000009 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 9 2 9 2 2 2 2 left_child=1 8 3 9 5 7 -7 -5 -1 -3 right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 leaf_value=0.086217285133898258 -0.20134323285520075 -0.083742033127815502 0.40728279337286949 0.019191997461984051 -0.14750107708184615 -0.0017750921682173665 0.16911324076030565 -0.076242528086578526 0.22393410713584336 -0.087065231909697088 leaf_weight=48 40 93 22 1934 23 10938 23 74 54 87 leaf_count=48 40 93 22 1934 23 10938 23 74 54 87 internal_value=0 0.00168358 0.000466074 -0.000213042 0.000965736 0.00122978 -0.00141522 0.0155973 0.144918 -0.0808562 internal_weight=0 13296 13194 13172 12992 12969 10961 2008 102 180 internal_count=13336 13296 13194 13172 12992 12969 10961 2008 102 180 cat_boundaries=0 4 7 11 cat_threshold=0 16384 2162944 32 0 64 524288 4211472 2149621912 1090785280 18915840 is_linear=0 shrinkage=0.01 Tree=837 num_leaves=14 num_cat=5 split_feature=2 25 3 25 26 24 25 8 25 0 5 26 26 split_gain=16111.4 21353 35750.3 12278.2 10689.2 5075.38 28404.6 24730.9 15766.5 15377.4 7957.81 56.373 4.86535 threshold=285.62500000000006 0 333.3454000000001 1 2022.5000000000002 2 3 8.6100000000000012 4 189.93750000000003 27.749250000000004 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 9 2 1 9 2 9 2 2 2 2 left_child=1 4 3 12 -1 6 7 -5 11 -10 -8 -7 -3 right_child=-2 2 -4 5 -6 8 10 -9 9 -11 -12 -13 -14 leaf_value=0.038931709246815376 -0.19932979774475099 -0.082904612530944166 0.40320997399362657 0.077678637024015187 0.23234603573478038 -0.11951974277604711 0.00029595362200770701 0.44014655113220214 -0.0008362620027457787 -0.17672012734413148 0.11021557455632225 -0.13371116387216669 -0.086194583465313085 leaf_weight=53 40 93 22 320 62 55 3882 20 8528 50 67 57 87 leaf_count=53 40 93 22 320 62 55 3882 20 8528 50 67 57 87 internal_value=0 0.00166675 0.000431523 -0.000241538 0.131751 0.000926219 0.00981471 0.0961717 -0.00346699 -0.0018593 0.00215543 -0.116353 -0.0800477 internal_weight=0 13296 13181 13159 115 12979 4289 340 8690 8578 3949 112 180 internal_count=13336 13296 13181 13159 115 12979 4289 340 8690 8578 3949 112 180 cat_boundaries=0 4 7 8 12 16 cat_threshold=16384 16384 2097408 32 0 64 524288 1097 768 2097168 54525952 33554944 256 0 37896192 131072 is_linear=0 shrinkage=0.01 Tree=838 num_leaves=14 num_cat=4 split_feature=2 25 26 9 25 4 25 1 24 18 2 26 9 split_gain=15790.8 16504.7 12706.8 8955.24 9082.24 24791.6 11893.1 6119.79 5639.83 5401.54 4822.17 4568.47 47.7345 threshold=285.62500000000006 0 2022.5000000000002 223.50400000000005 1 24.5016 2 272.07425000000006 3 81.795843000000005 14.229000000000001 2022.5000000000002 282.93750000000006 decision_type=2 9 2 2 9 2 9 2 1 2 2 2 2 left_child=1 2 -1 4 5 6 11 9 -8 10 -6 -3 -5 right_child=-2 3 -4 12 7 -7 8 -9 -10 -11 -12 -13 -14 leaf_value=0.013735870261167743 -0.19733649902045727 -0.07692929257167859 0.17477907510718915 0.16057426293194293 0.0011171323177367432 0.21237815088347387 0.011306708386493107 -0.1611954176944235 -0.056684077427703504 -0.15816789910906839 0.034115950327852501 -0.18039145434775006 0.13872604775428773 leaf_weight=97 40 89 99 20 11870 38 242 23 235 21 460 82 20 leaf_count=97 40 89 99 20 11870 38 242 23 235 21 460 82 20 internal_value=0 0.00165008 0.0904636 0.000252017 -0.000205365 -0.0353545 -0.0504276 0.0017704 -0.0226659 0.00207531 0.00234823 -0.119551 0.14965 internal_weight=0 13296 196 13100 13060 686 648 12374 477 12351 12330 171 40 internal_count=13336 13296 196 13100 13060 686 648 12374 477 12351 12330 171 40 cat_boundaries=0 4 7 10 11 cat_threshold=0 16384 18874624 32 9 524352 4738048 0 64 524288 1866 is_linear=0 shrinkage=0.01 Tree=839 num_leaves=16 num_cat=5 split_feature=2 25 10 25 18 5 6 24 26 25 25 26 26 26 26 split_gain=15476.5 22142 22175 7987.24 9972.08 8066.24 10779.3 5430.68 4521.22 2160.17 1788.77 773.729 367.664 144.974 4.14195 threshold=285.62500000000006 0 259.57500000000005 1 95.142500000000013 279.07800000000003 227.06475000000003 2 2022.5000000000002 3 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 9 2 2 2 1 2 9 9 2 2 2 2 left_child=1 8 3 7 5 6 -5 9 -1 11 13 -3 -12 -9 -11 right_child=-2 2 -4 4 -6 -7 -8 10 -10 14 12 -13 -14 -15 -16 leaf_value=0.084915033547828589 -0.19536313202977179 0.04854359275369502 0.32513891675642564 0.0021322247755337412 -0.21618023463657923 0.16849947448434502 -0.14078127463471216 -0.022260861672320456 0.21830115112993453 -0.031682032763141479 -0.085064235431583313 0.00011662299816425029 -0.11637893803216315 -0.044785649406333124 -0.035074324029642091 leaf_weight=48 40 67 21 12529 21 29 53 53 54 73 76 65 74 62 71 leaf_count=48 40 67 21 12529 21 29 53 53 54 73 76 65 74 62 71 internal_value=0 0.00163324 0.000443148 -7.41355e-05 0.00155038 0.00191418 0.00153022 -0.037344 0.141644 -0.00539533 -0.0692126 0.0229578 -0.0942308 -0.0316523 -0.0311887 internal_weight=0 13296 13194 13173 12632 12611 12582 541 102 276 265 132 150 115 144 internal_count=13336 13296 13194 13173 12632 12611 12582 541 102 276 265 132 150 115 144 cat_boundaries=0 4 7 8 11 14 cat_threshold=0 16384 2162944 32 9 524288 4738048 1865 1 0 4210688 8 524288 1024 is_linear=0 shrinkage=0.01 Tree=840 num_leaves=11 num_cat=4 split_feature=25 4 24 0 25 24 9 7 6 7 split_gain=22239.8 35859.5 27484.2 14108.1 12691.2 216925 9642.38 12029.2 7714.19 0.0389776 threshold=0 333.3454000000001 1 365.72000000000008 2 3 223.50400000000005 183.80721500000004 218.62500000000003 279.07800000000003 decision_type=9 2 1 2 9 1 2 2 2 2 left_child=2 3 -1 4 5 -2 7 8 -6 -9 right_child=1 -3 -4 -5 6 -7 -8 9 -10 -11 leaf_value=0.028823494119569661 0.41811225230140348 0.41477408965428675 -0.17128017754433397 -0.26417968559265137 -0.00017459615226422923 -0.12928163021514957 0.18886079163463027 -0.17164509336650371 0.1484911463516099 -0.17102825003010885 leaf_weight=118 102 21 157 20 12656 197 27 20 35 21 leaf_count=118 102 21 157 20 12656 197 27 20 35 21 internal_value=0 0.00187323 -0.0874189 0.00121165 0.00161813 0.0649426 8.31896e-05 -0.000317075 0.000235403 -0.171329 internal_weight=0 13099 275 13078 13058 299 12759 12732 12691 41 internal_count=13374 13099 275 13078 13058 299 12759 12732 12691 41 cat_boundaries=0 3 4 8 9 cat_threshold=0 32784 6438912 3093 256 2113536 524544 172064 736 is_linear=0 shrinkage=0.01 Tree=841 num_leaves=14 num_cat=2 split_feature=2 3 25 5 0 25 5 6 26 2 5 26 26 split_gain=32389.2 39517.6 14113.8 15599 20388 20025.4 8473.21 6537.32 3944.34 6490.14 2887.43 1106.26 884.171 threshold=181.87500000000003 333.3454000000001 0 172.87500000000003 344.25000000000006 1 228.56250000000003 227.06475000000003 2022.5000000000002 293.85000000000008 284.98750000000007 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 2 9 2 2 2 2 2 2 2 left_child=1 2 12 4 5 11 -5 -7 -2 -10 -8 -4 -1 right_child=8 -3 3 6 -6 7 10 -9 9 -11 -12 -13 -14 leaf_value=-0.11464851860476788 -0.10089307760340827 0.3984900603741407 0.1138869250054453 0.2928311120546781 -0.31809618377685545 0.0006639768483678568 -0.01946566383043925 -0.12737581676989795 -0.15401439834285427 -0.37090498534115879 0.13959217601120472 0.17943496199754569 -0.069303036803422979 leaf_weight=86 35 25 51 26 20 12848 21 40 37 22 25 52 86 leaf_count=86 35 25 51 26 20 12848 21 40 37 22 25 52 86 internal_value=0 0.00128386 0.000534702 0.00174958 0.000938642 0.0014298 0.148537 0.000266378 -0.184997 -0.234889 0.0669788 0.133972 -0.0869222 internal_weight=0 13280 13255 13083 13011 12991 72 12888 94 59 46 103 172 internal_count=13374 13280 13255 13083 13011 12991 72 12888 94 59 46 103 172 cat_boundaries=0 3 7 cat_threshold=0 16 6422528 0 16384 524544 32800 is_linear=0 shrinkage=0.01 Tree=842 num_leaves=15 num_cat=2 split_feature=2 3 25 5 25 26 5 6 7 26 2 5 26 6 split_gain=31744.7 38731.2 13833 15288.6 11959.1 12206.4 8304.59 8038.3 6167.4 3865.85 6360.98 2829.97 866.577 236.442 threshold=181.87500000000003 333.3454000000001 0 172.87500000000003 1 2022.5000000000002 228.56250000000003 176.53925000000004 178.65425000000002 2022.5000000000002 293.85000000000008 284.98750000000007 2022.5000000000002 272.07425000000006 decision_type=2 2 9 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 5 -4 -5 8 -6 -2 -11 -8 -1 -9 right_child=9 -3 3 6 7 -7 11 13 -10 10 -12 -13 -14 -15 leaf_value=-0.11350203112945458 -0.099884146430662693 0.39450514427125455 0.003259616604557744 0.2899027945445134 0.00075243255282416853 0.17796169069748893 -0.019271006413868495 -0.10320839099089306 -0.11652372868193521 -0.15247425188889374 -0.36719593871723527 0.13819624896049498 -0.068609997851904053 -0.14531913369894028 leaf_weight=86 35 25 81 26 12752 79 21 30 45 37 22 25 86 24 leaf_count=86 35 25 81 26 12752 79 21 30 45 37 22 25 86 24 internal_value=0 0.00127103 0.000529355 0.00173209 0.000929256 0.084253 0.147051 -0.000173584 0.000340037 -0.183147 -0.23254 0.066309 -0.0860529 -0.121924 internal_weight=0 13280 13255 13083 13011 160 72 12851 12797 94 59 46 172 54 internal_count=13374 13280 13255 13083 13011 160 72 12851 12797 94 59 46 172 54 cat_boundaries=0 3 7 cat_threshold=0 16 6422528 67108864 16384 524544 32 is_linear=0 shrinkage=0.01 Tree=843 num_leaves=14 num_cat=3 split_feature=2 4 25 24 26 25 1 1 0 26 2 26 26 split_gain=31112.9 28981.4 12518.1 91517.5 33423.2 10821.1 9643.25 9534.08 7038.6 3788.92 6234.4 823.338 66.713 threshold=181.87500000000003 344.25000000000006 0 1 2022.5000000000002 2 238.08750000000003 174.00000000000003 276.84975000000003 2022.5000000000002 293.85000000000008 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 11 7 8 -7 -2 -11 -4 -5 right_child=9 -3 5 12 -6 6 -8 -9 -10 10 -12 -13 -14 leaf_value=0.12631825218200685 -0.098885304704308508 0.3724568363598415 -0.10396108759939671 -0.14275685481305395 0.49195862323641776 0.00081356115972438929 0.163934784197352 -0.18107415807658228 -0.15005138262625664 -0.15094951165689005 -0.36352397615259341 -0.060074847285137623 -0.12696393692934954 leaf_weight=50 35 21 85 53 50 12785 36 29 31 37 22 86 54 leaf_count=50 35 21 85 53 50 12785 36 29 31 37 22 86 54 internal_value=0 0.00125832 0.0006704 0.0759985 0.281035 -0.000582058 0.000496493 3.88195e-05 0.000448641 -0.181315 -0.230215 -0.0773654 -0.123266 internal_weight=0 13280 13259 207 100 13052 12881 12845 12816 94 59 171 107 internal_count=13374 13280 13259 207 100 13052 12881 12845 12816 94 59 171 107 cat_boundaries=0 3 4 7 cat_threshold=256 2097152 524544 969 0 16 6422528 is_linear=0 shrinkage=0.01 Tree=844 num_leaves=14 num_cat=4 split_feature=2 4 25 24 25 6 25 0 5 2 2 6 2 split_gain=30493.8 28404.6 12269 84771.7 10605.7 10370.1 5146.18 13942.6 6849.37 2741.44 1099.1 1009.11 9.85311 threshold=181.87500000000003 344.25000000000006 0 1 2 218.62500000000003 3 176.53925000000004 211.12500000000003 355.00000000000006 255.10500000000002 287.60640000000006 219.40000000000003 decision_type=2 2 9 1 9 2 9 2 2 2 2 2 2 left_child=1 2 3 -1 -4 6 7 -6 -8 10 12 -7 -2 right_child=9 -3 4 -5 5 11 8 -9 -10 -11 -12 -13 -14 leaf_value=0.26222104522688638 -0.16702484314086971 0.36873225439162483 -0.076591703481766402 -0.12694486042400738 -0.016121607613125137 0.21011181185394529 0.002540647125963556 0.21675736629045925 0.15643614123607505 -0.25838006591796875 -0.083228357632954927 0.11086057685670399 -0.17662198781967164 leaf_weight=106 23 21 171 101 2296 20 10489 26 29 30 21 21 20 leaf_count=106 23 21 171 101 2296 20 10489 26 29 30 21 21 20 internal_value=0 0.00124573 0.000663696 0.0752385 -0.000576237 0.000491528 -1.51109e-05 -0.0134561 0.00296215 -0.179502 -0.142528 0.159276 -0.171489 internal_weight=0 13280 13259 207 13052 12881 12840 2322 10518 94 64 41 43 internal_count=13374 13280 13259 207 13052 12881 12840 2322 10518 94 64 41 43 cat_boundaries=0 3 4 7 11 cat_threshold=256 2097152 524544 1000 0 16 6422528 69339840 12882540 209740928 33623300 is_linear=0 shrinkage=0.01 Tree=845 num_leaves=18 num_cat=7 split_feature=4 25 24 25 24 6 5 4 25 24 2 26 24 26 26 26 26 split_gain=32194.8 13304.5 73704.7 43155.2 14468.5 11144.2 16539.6 15423.5 10702.5 18285.6 11214.2 9120.29 7492.8 4686.24 2691.81 334.656 0.45818 threshold=344.25000000000006 0 1 2 3 218.62500000000003 333.3454000000001 216.24000000000004 4 5 255.10500000000002 2022.5000000000002 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 1 2 2 2 9 1 2 2 1 2 2 2 2 left_child=1 2 12 16 11 6 7 8 9 -3 -10 -5 13 -1 -6 -14 -4 right_child=-2 5 3 4 14 -7 -8 -9 10 -11 -12 -13 15 -15 -16 -17 -18 leaf_value=0.22074440997313052 0.36641569124612339 0.035435835491244995 -0.19675653576850891 0.033655264127557566 0.012644286105552545 0.16416009533405304 -0.29036378383636474 0.25069952885309854 -0.0011969898313703268 -0.074128955659383766 0.21983010577118914 0.20734539426622853 0.097603078399385729 0.35441163174532081 -0.060787576508397861 0.13266056886259114 -0.19797917989584116 leaf_weight=51 24 215 58 59 104 40 20 24 11744 489 23 62 56 54 96 53 65 leaf_count=51 24 215 58 59 104 40 20 24 11744 489 23 62 56 54 96 53 65 internal_value=0 -0.000174813 0.0433128 -0.030749 0.0311797 -0.00248649 -0.0030211 -0.00256117 -0.00304856 -0.0406405 -0.000764317 0.113291 0.191486 0.264315 -0.0215267 0.105015 -0.18256 internal_weight=0 13213 658 444 321 12555 12515 12495 12471 704 11767 121 214 105 200 109 123 internal_count=13237 13213 658 444 321 12555 12515 12495 12471 704 11767 121 214 105 200 109 123 cat_boundaries=0 4 5 9 10 14 15 16 cat_threshold=0 81936 2198488320 544 1584 0 16400 16640 32 137 71303168 2622152 4456448 16785408 2370 544 is_linear=0 shrinkage=0.01 Tree=846 num_leaves=12 num_cat=2 split_feature=9 1 25 7 3 7 0 25 3 3 1 split_gain=20684.4 17083 17797.2 13367.7 12361.4 8072.02 7822.58 6743.76 3981.85 1578.77 25.6221 threshold=285.62500000000006 272.07425000000006 0 279.07800000000003 238.08750000000003 202.34813100000002 4.4228000000000014 1 11.555000000000001 333.3454000000001 365.72000000000008 decision_type=2 2 9 2 2 2 2 9 2 2 2 left_child=1 2 6 4 5 7 8 -4 -1 -6 -3 right_child=-2 10 3 -5 9 -7 -8 -9 -10 -11 -12 leaf_value=0.090771002676337961 0.31407795503025965 -0.20620603442192079 -0.035175944539237086 0.24526780321855438 -0.10115766922632853 -0.18802761039008264 -0.082606805419921867 0.00099414989603383019 0.23849919974803924 -0.21877152330875396 -0.1907298987209797 leaf_weight=208 21 23 528 22 21 23 25 12301 20 25 20 leaf_count=208 21 23 528 22 21 23 25 12301 20 25 20 internal_value=0 -1.36331e-05 0.000635934 -0.0010215 -0.00144239 -0.0008567 0.0820729 -0.000521138 0.10373 -0.165078 -0.199008 internal_weight=0 13216 13173 12920 12898 12852 253 12829 228 46 43 internal_count=13237 13216 13173 12920 12898 12852 253 12829 228 46 43 cat_boundaries=0 3 7 cat_threshold=0 16400 2147483904 4194560 2622088 2359296 16785408 is_linear=0 shrinkage=0.01 Tree=847 num_leaves=12 num_cat=3 split_feature=9 25 0 7 10 25 24 0 0 26 10 split_gain=20272.8 14472.4 12901.9 16175.5 8583.82 10622.3 51439.5 20963.7 1858.37 816.191 334.767 threshold=285.62500000000006 0 241.78314000000003 279.07800000000003 170.05500000000004 1 2 181.87500000000003 293.85000000000008 2022.5000000000002 255.10500000000002 decision_type=2 9 2 2 2 9 1 2 2 2 2 left_child=1 9 3 4 5 6 -3 -7 -4 -1 -6 right_child=-2 2 8 -5 10 7 -8 -9 -10 -11 -12 leaf_value=0.1250303591586448 0.31093716598692395 -0.11995129900319236 -0.096239784097671519 0.24864115333327882 -0.1112241084045834 -0.0025237332581902199 0.14599132776260376 0.29965653533520908 -0.21589061613436097 0.078063121079593095 -0.16445946418103716 leaf_weight=74 21 102 25 26 27 12612 205 23 27 74 21 leaf_count=74 21 102 25 26 27 12612 205 23 27 74 21 internal_value=0 -1.37551e-05 -0.00116308 -0.00053593 -0.00103467 -0.00053961 0.0566359 -0.0019721 -0.158366 0.0951197 -0.134515 internal_weight=0 13216 13068 13016 12990 12942 307 12635 52 148 48 internal_count=13237 13216 13068 13016 12990 12942 307 12635 52 148 48 cat_boundaries=0 3 7 8 cat_threshold=0 16384 2147483904 0 65552 34095104 164352 2570 is_linear=0 shrinkage=0.01 Tree=848 num_leaves=18 num_cat=7 split_feature=4 25 24 25 24 6 5 4 25 24 2 26 24 26 26 26 26 split_gain=31390.6 12601.7 72205.8 42505.6 14160.7 10944 16209.2 15108.7 10356.9 17914.1 10999.4 8928.66 7527.29 4626.3 2636.19 327.007 0.330401 threshold=344.25000000000006 0 1 2 3 218.62500000000003 333.3454000000001 216.24000000000004 4 5 255.10500000000002 2022.5000000000002 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 1 2 2 2 9 1 2 2 1 2 2 2 2 left_child=1 2 12 16 11 6 7 8 9 -3 -10 -5 13 -1 -6 -14 -4 right_child=-2 5 3 4 14 -7 -8 -9 10 -11 -12 -13 15 -15 -16 -17 -18 leaf_value=0.21785801881084255 0.36180169044683375 0.035319442219080198 -0.19604280823263628 0.032725800967822641 0.012010024063862288 0.16271188867092132 -0.28741920733451842 0.24815754890441896 -0.00116942891263757 -0.073114232359405507 0.21773086179857667 0.20458149523504318 0.095482793067182825 0.35066766043504083 -0.06065934862631063 0.13013729435092997 -0.19708106048290547 leaf_weight=51 24 215 58 59 104 40 20 24 11744 489 23 62 56 54 96 53 65 leaf_count=51 24 215 58 59 104 40 20 24 11744 489 23 62 56 54 96 53 65 internal_value=0 -0.000181354 0.0421422 -0.0311457 0.0303342 -0.00243114 -0.0029609 -0.00250559 -0.00298798 -0.039968 -0.000740933 0.111564 0.1888 0.261277 -0.0217822 0.102893 -0.18181 internal_weight=0 13213 658 444 321 12555 12515 12495 12471 704 11767 121 214 105 200 109 123 internal_count=13237 13213 658 444 321 12555 12515 12495 12471 704 11767 121 214 105 200 109 123 cat_boundaries=0 4 5 9 10 14 15 16 cat_threshold=0 81936 2198488320 544 1584 0 16400 16640 32 137 71303168 2622152 4456448 16785408 2370 544 is_linear=0 shrinkage=0.01 Tree=849 num_leaves=12 num_cat=2 split_feature=4 3 25 8 17 1 6 25 13 4 6 split_gain=30766 15720.5 13754.7 25755.9 15856.7 14947.1 18912.5 11037.4 9661.54 10428.1 9898.42 threshold=344.25000000000006 344.25000000000006 0 12.986215500000002 95.142500000000013 195.14400000000003 11.567500000000003 1 131.43000000000004 216.24000000000004 218.62500000000003 decision_type=2 2 9 2 2 2 2 9 2 2 2 left_child=1 2 3 5 8 6 7 -1 9 10 -4 right_child=-2 -3 4 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.15902843908546799 0.35818368213872115 -0.24123001762010432 -0.0029500467925217795 -0.25011671670845576 0.2793608158826828 -0.16976137717564899 -0.16139592177940137 0.053269038040749277 -0.21181429104371505 0.19799296415769138 0.16790801490054411 leaf_weight=143 24 27 12456 28 20 27 33 397 22 26 34 leaf_count=143 24 27 12456 28 20 27 33 397 22 26 34 internal_value=0 -0.000179826 0.000313755 0.0456097 -0.00198614 0.0601704 0.0710049 0.0852071 -0.00243651 -0.00206848 -0.00248494 internal_weight=0 13213 13186 628 12558 600 573 540 12538 12516 12490 internal_count=13237 13213 13186 628 12558 600 573 540 12538 12516 12490 cat_boundaries=0 4 7 cat_threshold=0 81936 2198489344 131616 0 16400 33554688 is_linear=0 shrinkage=0.01 Tree=850 num_leaves=11 num_cat=2 split_feature=0 25 4 10 25 14 13 26 14 26 split_gain=14906.6 19346.8 13650.5 25820.5 8994.62 6960.79 6454.73 5990.57 65.9392 0.336869 threshold=365.72000000000008 0 344.25000000000006 255.10500000000002 1 104.94300000000001 92.932500000000019 2022.5000000000002 214.15000000000003 2022.5000000000002 decision_type=2 9 2 2 9 2 2 2 2 2 left_child=1 7 3 4 9 6 -6 -1 -7 -3 right_child=-2 2 -4 -5 5 8 -8 -9 -10 -11 leaf_value=0.061858939810803058 -0.23961107180668759 -0.087350783285809988 0.25364877649715967 -0.33627391096042553 -6.0407960373302909e-05 -0.1417413621544838 0.12266191982945732 0.20621383255925671 -0.11665312897075307 -0.086332204904821186 leaf_weight=57 26 67 21 23 12972 20 43 58 22 63 leaf_count=57 26 67 21 23 12972 20 43 58 22 63 internal_value=0 6.57058e-05 -0.00110335 -0.00150917 -0.000925288 -6.96675e-05 0.000345052 0.123891 -0.1286 -0.0806531 internal_weight=0 13346 13231 13210 13187 13057 13015 115 42 130 internal_count=13372 13346 13231 13210 13187 13057 13015 115 42 130 cat_boundaries=0 3 7 cat_threshold=0 16384 6291712 0 8 34078720 8192 is_linear=0 shrinkage=0.01 Tree=851 num_leaves=10 num_cat=2 split_feature=0 25 25 2 8 10 11 26 26 split_gain=14610 18961.8 10084.1 8536.84 11189.6 15002.4 10954.1 5871.36 57.9376 threshold=365.72000000000008 0 1 285.62500000000006 263.93200000000007 223.50400000000005 211.12500000000003 2022.5000000000002 2022.5000000000002 decision_type=2 9 9 2 2 2 2 2 2 left_child=1 7 8 4 5 6 -4 -1 -3 right_child=-2 2 3 -5 -6 -7 -8 -9 -10 leaf_value=0.06124034487887433 -0.23721497168907754 -0.097331883751827747 0.00075186526374673311 -0.16867662636439004 0.20745311957139237 -0.21315461129853219 -0.20087891132743271 0.20415168515567123 -0.084122231581714002 leaf_weight=57 26 69 12982 30 26 33 27 58 64 leaf_count=57 26 69 12982 30 26 33 27 58 64 internal_value=0 6.50486e-05 -0.00109232 -0.00018032 0.000206356 -0.000206802 0.000333383 0.122652 -0.0846134 internal_weight=0 13346 13231 13098 13068 13042 13009 115 133 internal_count=13372 13346 13231 13098 13068 13042 13009 115 133 cat_boundaries=0 3 7 cat_threshold=0 16384 6291712 0 8 34078720 8192 is_linear=0 shrinkage=0.01 Tree=852 num_leaves=11 num_cat=2 split_feature=0 25 25 3 13 1 16 26 13 26 split_gain=14319.3 18584.5 9883.48 11779.2 6429.8 8066.1 9580.61 5754.52 2843.46 56.7846 threshold=365.72000000000008 0 1 344.25000000000006 92.932500000000019 339.56250000000006 154.53000000000006 2022.5000000000002 214.15000000000003 2022.5000000000002 decision_type=2 9 9 2 2 2 2 2 2 2 left_child=1 7 9 4 5 6 -4 -1 -6 -3 right_child=-2 2 3 -5 8 -7 -8 -9 -10 -11 leaf_value=0.060627931685824143 -0.23484281759995682 -0.096358565247577174 -0.0010303270464157607 0.23101751407777724 0.18221728289568867 -0.20167244253493846 0.21800578570365908 0.20211016950936153 0.030909074829972308 -0.083281010957434773 leaf_weight=57 26 69 12986 22 27 20 20 58 23 64 leaf_count=57 26 69 12986 22 27 20 20 58 23 64 internal_value=0 6.43981e-05 -0.00108139 -0.000178517 -0.000567634 -0.00100209 -0.000693504 0.121425 0.112616 -0.0837673 internal_weight=0 13346 13231 13098 13076 13026 13006 115 50 133 internal_count=13372 13346 13231 13098 13076 13026 13006 115 50 133 cat_boundaries=0 3 7 cat_threshold=0 16384 6291712 0 8 34078720 8192 is_linear=0 shrinkage=0.01 Tree=853 num_leaves=10 num_cat=3 split_feature=0 25 3 10 25 16 26 25 26 split_gain=14034.3 18214.6 9018.83 15827.1 7675.31 6447.46 5640 5448.97 932.014 threshold=365.72000000000008 0 344.25000000000006 223.50400000000005 1 154.53000000000006 2022.5000000000002 2 2022.5000000000002 decision_type=2 9 2 2 9 2 2 9 2 left_child=1 6 3 4 8 7 -1 -6 -3 right_child=-2 2 -4 -5 5 -7 -8 -9 -10 leaf_value=0.060021665702786359 -0.23249438946063702 -0.080801938500320705 0.19260438953836759 -0.21379214572906496 0.021689421603727298 0.17120032884857872 0.20008906824835415 -0.0020643467178345061 -0.039404785873798226 leaf_weight=57 26 114 24 35 1041 22 58 11891 104 leaf_count=57 26 114 24 35 1041 22 58 11891 104 internal_value=0 6.3754e-05 -0.00107058 -0.00142334 -0.000859043 0.000153826 0.120211 -0.000137041 -0.0583751 internal_weight=0 13346 13231 13207 13172 12954 115 12932 218 internal_count=13372 13346 13231 13207 13172 12954 115 12932 218 cat_boundaries=0 3 7 11 cat_threshold=0 16384 6291712 0 64 34078720 8192 67109640 589824 1073892352 16941600 is_linear=0 shrinkage=0.01 Tree=854 num_leaves=9 num_cat=2 split_feature=25 2 3 16 5 10 25 26 split_gain=11529.6 10159.3 22070.1 9893.47 13652.8 13083.8 10322.8 1143.42 threshold=0 293.85000000000008 344.25000000000006 205.15175000000002 333.3454000000001 233.43000000000004 1 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 left_child=7 2 3 4 5 6 -2 -1 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=0.10895613745205543 -0.071432786540287299 -0.18529362058639529 0.3154048421572555 0.22065243542194368 -0.23539693870544434 -0.22139013168988406 9.1454899808512892e-05 0.057673166534873879 leaf_weight=85 195 30 22 20 25 27 12879 89 leaf_count=85 195 30 22 20 25 27 12879 89 internal_value=0 -0.00147897 -0.00106132 -0.00159093 -0.00192956 -0.00148405 -0.0010299 0.0782293 internal_weight=0 13198 13168 13146 13126 13101 13074 174 internal_count=13372 13198 13168 13146 13126 13101 13074 174 cat_boundaries=0 4 8 cat_threshold=67108864 16384 4194560 131072 0 0 50855936 8192 is_linear=0 shrinkage=0.01 Tree=855 num_leaves=16 num_cat=3 split_feature=25 25 26 6 25 1 10 1 1 26 3 8 5 6 6 split_gain=32025.9 14167.1 8297.35 7888.62 8000.23 11597.5 8280.12 8143.16 10702.4 7195.04 6155.66 6012.83 5786.96 5136.09 202.901 threshold=0 1 2022.5000000000002 176.53925000000004 2 1.2399500000000001 206.27675000000002 148.98750000000004 263.93200000000007 2022.5000000000002 203.96813100000003 1.1888500000000002 205.12500000000003 255.10500000000002 218.62500000000003 decision_type=9 9 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=2 9 -1 4 5 10 7 12 -9 -2 11 -3 -6 14 -5 right_child=1 3 -4 13 6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.075483685855207774 -0.034156442519277332 0.075012144569065659 0.21612803061803182 -0.20116010985523464 0.00057855600744151348 -0.14355416936259116 -0.1814017516851425 0.20964947694685399 -0.063756249099969867 -0.17245920077490975 -0.11028577532087054 -0.085028736352920534 -0.12142586478820214 -0.0071494557011512021 -0.15611555409431457 leaf_weight=87 80 385 81 20 12384 31 25 41 22 71 21 25 39 31 20 leaf_count=87 80 385 81 20 12384 31 25 41 22 71 21 25 39 31 20 internal_value=0 0.000206792 0.135244 0.0013565 0.00193286 0.042347 0.000406292 0.000770641 0.114174 -0.0930256 0.0567006 0.0652536 0.000195543 -0.103763 -0.178638 internal_weight=0 13195 168 13044 12973 462 12511 12486 63 151 431 410 12423 71 40 internal_count=13363 13195 168 13044 12973 462 12511 12486 63 151 431 410 12423 71 40 cat_boundaries=0 3 6 10 cat_threshold=0 64 256 67125248 0 2097152 0 49168 1095450624 2097152 is_linear=0 shrinkage=0.01 Tree=856 num_leaves=16 num_cat=5 split_feature=25 25 26 26 9 25 24 26 10 10 2 0 25 26 26 split_gain=31388.6 13885.2 8132.23 7051.86 6979.28 5937.08 39135.9 11692.3 8478.66 4669.97 20343.3 4807.51 4471.47 9582.21 7880.49 threshold=0 1 2022.5000000000002 2022.5000000000002 239.51250000000002 2 3 2022.5000000000002 149.68000000000004 30.162700000000005 5.7170000000000014 181.87500000000003 4 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 2 9 1 2 2 2 2 2 9 2 2 left_child=2 3 -1 -2 5 6 12 -8 9 11 -11 -7 13 -3 -14 right_child=1 4 -4 -5 -6 8 7 -9 -10 10 -12 -13 14 -15 -16 leaf_value=0.074728849783711054 -0.033814876835793255 -0.021587152199311687 0.21396672387181975 -0.17073460813664215 -0.15926637066735161 -0.00021622607571328257 0.012762543513129155 -0.129305120137121 -0.15505054574353355 0.0032144407272338867 0.34558256103878932 0.091833527297304388 0.27999465019052677 0.16683218485904189 0.11492800951004029 leaf_weight=87 80 55 81 71 27 12348 120 112 35 100 21 57 55 53 61 leaf_count=87 80 55 81 71 27 12348 120 112 35 100 21 57 55 53 61 internal_value=0 0.000204724 0.133892 -0.0920953 0.00134294 0.00167711 0.0367263 -0.0535152 0.000375186 0.000809774 0.0626337 0.000206735 0.128483 0.0648713 0.17786 internal_weight=0 13195 168 151 13044 13017 456 232 12561 12526 121 12405 224 108 116 internal_count=13363 13195 168 151 13044 13017 456 232 12561 12526 121 12405 224 108 116 cat_boundaries=0 3 6 10 11 14 cat_threshold=0 64 256 67125248 0 2097152 0 49168 1095319552 2097152 2236 0 32768 20971520 is_linear=0 shrinkage=0.01 Tree=857 num_leaves=16 num_cat=7 split_feature=25 25 9 25 24 25 5 25 25 5 8 5 8 3 1 split_gain=30764 13608.9 6840.39 5850.37 29753.9 19369.1 15331 12462.4 12137 4388.68 59551.9 9041.21 6093.88 6289.77 31.4913 threshold=0 1 239.51250000000002 2 3 4 13.272000000000004 5 6 32.879500000000014 29.010000000000002 64.377100000000027 234.55500000000004 219.40000000000003 6.3720000000000008 decision_type=9 9 2 9 1 9 2 9 9 2 2 2 2 2 2 left_child=14 -2 3 4 6 -6 7 -3 -7 12 11 -11 13 -5 -1 right_child=1 2 -4 9 5 8 -8 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=0.1420343512618864 -0.091174373473995221 0.044189289994273621 -0.15767370400605379 -0.00036200840333273893 -0.13264194948399174 0.10524920732588382 -0.14480233929374003 0.18860580539928293 -0.011062196695401353 0.052784372390001666 0.5132738893230756 -0.092665086644036429 -0.17543181180953979 -0.14534199198087058 0.12866519784927369 leaf_weight=148 151 131 27 11804 102 101 22 149 463 87 24 84 20 30 20 leaf_count=148 151 131 27 11804 102 101 22 149 463 87 24 84 20 30 20 internal_value=0 0.000202677 0.00132951 0.00166034 0.0251817 -0.0124344 0.105876 0.129354 0.0112374 -0.000250029 0.0468049 -0.0186645 -0.0010243 -0.000729543 0.132553 internal_weight=0 13195 13044 13017 968 666 302 280 564 12049 195 171 11854 11834 168 internal_count=13363 13195 13044 13017 968 666 302 280 564 12049 195 171 11854 11834 168 cat_boundaries=0 3 6 10 11 15 18 22 cat_threshold=0 64 256 67125248 0 2097152 4194304 2744336 3242934272 18882560 2152 0 81920 4259840 8192 0 557072 17301504 0 32768 671744 2097152 is_linear=0 shrinkage=0.01 Tree=858 num_leaves=18 num_cat=6 split_feature=25 25 26 26 9 25 24 25 26 25 10 26 1 26 10 26 26 split_gain=30151.4 13355 7971.64 6911.52 6704.4 5746.89 25838.9 17640.7 19734.1 12456 9127.39 8632.14 8028.54 11377.7 6148.78 1630.59 1328.59 threshold=0 1 2022.5000000000002 2022.5000000000002 239.51250000000002 2 3 4 2022.5000000000002 5 149.68000000000004 2022.5000000000002 148.98750000000004 2022.5000000000002 30.162700000000005 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 2 9 1 9 2 9 2 2 2 2 2 2 2 left_child=2 3 -1 -2 5 6 7 15 -9 16 12 -11 14 -14 -7 -3 -8 right_child=1 4 -4 -5 -6 10 9 8 -10 11 -12 -13 13 -15 -16 -17 -18 leaf_value=0.072571972457841888 -0.032564984316006303 -0.022113782669368542 0.2104281805400495 -0.16811551680237474 -0.15609696944554649 -0.00080155179467396754 0.036747969754955222 0.27666823139024332 0.066510739762295962 -0.016393178757393 -0.17418686497211458 -0.1286851909527412 -0.069978515207767489 0.2200569528655002 0.072666835727898976 0.042970958352088931 0.10856473144064559 leaf_weight=87 80 76 81 71 27 12094 57 86 93 165 30 117 21 38 115 78 47 leaf_count=87 80 76 81 71 27 12094 57 86 93 165 30 117 21 38 115 78 47 internal_value=0 0.000201431 0.131227 -0.0903193 0.0013177 0.00164523 0.0289248 0.0922742 0.158619 -0.0266764 2.67897e-05 -0.0608255 0.000452831 0.116824 -0.000109532 0.0101896 0.0631331 internal_weight=0 13195 168 151 13044 13017 719 333 179 386 12298 282 12268 59 12209 154 104 internal_count=13363 13195 168 151 13044 13017 719 333 179 386 12298 282 12268 59 12209 154 104 cat_boundaries=0 3 6 10 11 14 18 cat_threshold=0 64 256 67125248 0 2097152 0 2211856 1095450624 18882560 2284 0 2129920 16908288 0 32768 16908288 2097152 is_linear=0 shrinkage=0.01 Tree=859 num_leaves=18 num_cat=5 split_feature=25 25 26 6 25 24 25 26 26 10 1 1 26 26 5 6 6 split_gain=29551.4 13089.2 7813 7713.8 7463.42 25526.2 9521.29 15015.1 14786.4 7871.64 7859.92 10413.8 6773.99 6694.2 5627.64 5045.5 196.921 threshold=0 1 2022.5000000000002 176.53925000000004 2 3 4 2022.5000000000002 2022.5000000000002 206.27675000000002 148.98750000000004 263.93200000000007 2022.5000000000002 2022.5000000000002 205.12500000000003 255.10500000000002 218.62500000000003 decision_type=9 9 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 left_child=2 12 -1 4 5 6 7 -3 -8 10 14 -12 -2 -7 -6 16 -5 right_child=1 3 -4 15 9 13 8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 leaf_value=0.071846251761776281 -0.032239335242658859 -0.071858550435618354 0.20832389604898147 -0.19904316960647703 0.00056790393437007721 0.016707861899602702 0.31129485636949539 0.1557194040185314 0.082504082102524606 -0.17686683611869811 0.20634851903450199 -0.063346288766373285 -0.16643436594328409 -0.090660977081819014 -0.11974537115830641 -0.0068859866357618765 -0.15466740974783899 leaf_weight=87 80 57 81 20 12384 123 56 59 57 25 41 22 71 110 39 31 20 leaf_count=87 80 57 81 20 12384 123 56 59 57 25 41 22 71 110 39 31 20 internal_value=0 0.000199417 0.129915 0.00130453 0.00187443 0.0409091 0.113919 0.0404088 0.179961 0.000399956 0.000755208 0.112169 -0.0894161 -0.0325829 0.0001902 -0.102643 -0.176855 internal_weight=0 13195 168 13044 12973 462 229 116 113 12511 12486 63 151 233 12423 71 40 internal_count=13363 13195 168 13044 12973 462 229 116 113 12511 12486 63 151 233 12423 71 40 cat_boundaries=0 3 6 10 11 14 cat_threshold=0 64 256 67125248 0 2097152 0 49168 1095450624 2097152 2221 0 32768 21102592 is_linear=0 shrinkage=0.01 Tree=860 num_leaves=10 num_cat=2 split_feature=12 9 25 25 1 0 1 26 26 split_gain=25480.6 16703.7 16071.7 10583.6 8227.61 17510.5 9136.63 1412.25 899.523 threshold=263.10700000000003 279.07800000000003 0 1 272.07425000000006 344.25000000000006 157.57350000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 9 2 2 2 2 2 left_child=1 2 8 7 5 6 -5 -4 -1 right_child=-2 -3 3 4 -6 -7 -8 -9 -10 leaf_value=0.14181915768791759 -0.35648547136783598 0.28252673467000328 -0.14016484889117153 -0.00059565221684148792 -0.14695050653658415 0.28229337692260742 0.13351490170347924 -0.06711113705354578 0.089372585205470811 leaf_weight=63 20 21 55 12926 38 22 51 51 68 leaf_count=63 20 21 55 12926 38 22 51 51 68 internal_value=0 0.000718275 0.000272443 -0.000866383 -2.02196e-05 0.000409286 -6.85937e-05 -0.0959632 0.106468 internal_weight=0 13295 13274 13143 13037 12999 12977 106 131 internal_count=13315 13295 13274 13143 13037 12999 12977 106 131 cat_boundaries=0 4 8 cat_threshold=0 16384 4718848 32768 0 0 1107427328 8192 is_linear=0 shrinkage=0.01 Tree=861 num_leaves=10 num_cat=1 split_feature=12 9 4 11 8 24 0 0 11 split_gain=24973.5 16371.3 10471.1 9595.01 5957.66 6351.85 19306.5 13686.3 50.4948 threshold=263.10700000000003 279.07800000000003 285.62500000000006 170.05500000000004 272.07425000000006 0 200.13000000000002 250.05000000000004 239.51250000000002 decision_type=2 2 2 2 2 1 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -5 right_child=-2 -3 -4 8 -6 6 -8 -9 -10 leaf_value=0.0076065986765504407 -0.35292061936855318 0.27970145134698776 -0.17763940269296821 -0.15344710049175081 -0.15958222347757089 -0.0041032405922464136 -0.23317014552451468 0.23749919918867257 -0.13259853972838476 leaf_weight=6492 20 21 33 21 23 6616 37 26 26 leaf_count=6492 20 21 33 21 23 6616 37 26 26 internal_value=0 0.000711092 0.000269718 0.000713114 0.00122118 0.00150199 -0.0053691 0.00851057 -0.141914 internal_weight=0 13295 13274 13241 13194 13171 6653 6518 47 internal_count=13315 13295 13274 13241 13194 13171 6653 6518 47 cat_boundaries=0 1 cat_threshold=1635 is_linear=0 shrinkage=0.01 Tree=862 num_leaves=14 num_cat=3 split_feature=12 14 25 25 5 0 0 0 0 25 4 26 26 split_gain=24476.5 16307.2 15932.7 13462 14396.8 13854.2 14354.6 23156.1 5158.63 4643.24 3414.35 1316.1 362.489 threshold=263.10700000000003 182.65800000000004 0 1 52.772000000000013 344.25000000000006 200.13000000000002 148.98750000000004 232.87500000000003 2 7.2080000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 9 2 2 2 2 2 9 2 2 2 left_child=1 2 11 4 9 6 7 -5 -8 10 -4 -1 -11 right_child=-2 -3 3 5 -6 -7 8 -9 -10 12 -12 -13 -14 leaf_value=0.087740580016916439 -0.34939141392707823 0.24177902902875628 -0.041846811401921265 0.0012557395436050972 0.19287097454071045 0.23676757278442384 -0.2825640232725577 0.34179723316431043 -0.077937483446938655 -0.084342788951471445 0.049393979867299403 0.15573755357225064 -0.11167202805424785 leaf_weight=55 20 28 463 12330 25 25 22 20 28 104 45 59 91 leaf_count=55 20 28 463 12330 25 25 22 20 28 104 45 59 91 internal_value=0 0.000703981 0.000195192 -0.000867935 -0.0423637 0.00159548 0.00112263 0.00180722 -0.167973 -0.0513316 -0.0331126 0.113018 -0.09236 internal_weight=0 13295 13267 13153 728 12425 12400 12350 50 703 508 114 195 internal_count=13315 13295 13267 13153 728 12425 12400 12350 50 703 508 114 195 cat_boundaries=0 3 7 10 cat_threshold=0 16384 4718848 134217729 0 1124204544 8192 134217729 0 131072 is_linear=0 shrinkage=0.01 Tree=863 num_leaves=10 num_cat=2 split_feature=12 9 25 25 1 0 4 26 26 split_gain=23989.5 16000.5 15486.1 10217.8 8058.12 16983.8 15928.5 1384.58 898.135 threshold=263.10700000000003 279.07800000000003 0 1 272.07425000000006 344.25000000000006 285.62500000000006 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 9 2 2 2 2 2 left_child=1 2 8 7 5 6 -5 -4 -1 right_child=-2 -3 3 4 -6 -7 -8 -9 -10 leaf_value=0.13968338709975045 -0.34589749109745027 0.27650917302994499 -0.13799467826431447 0.00041530352060517979 -0.14543487540985409 0.27801089546897195 -0.25224479804039002 -0.065660140981861195 0.087277314417502458 leaf_weight=63 20 21 55 12952 38 22 25 51 68 leaf_count=63 20 21 55 12952 38 22 25 51 68 internal_value=0 0.000696941 0.000260595 -0.000857277 -2.58599e-05 0.000399195 -7.14425e-05 -0.0942963 0.104503 internal_weight=0 13295 13274 13143 13037 12999 12977 106 131 internal_count=13315 13295 13274 13143 13037 12999 12977 106 131 cat_boundaries=0 4 8 cat_threshold=0 16384 4718848 32768 0 0 1107427328 8192 is_linear=0 shrinkage=0.01 Tree=864 num_leaves=10 num_cat=2 split_feature=7 10 4 25 7 25 3 1 26 split_gain=13816.3 17997.9 23657.6 24827.2 13541.7 12411.1 11816.4 7847.76 7764.81 threshold=284.98750000000007 259.57500000000005 285.62500000000006 0 211.12500000000003 1 11.555000000000001 238.08750000000003 2022.5000000000002 decision_type=2 2 2 9 2 9 2 2 2 left_child=1 2 3 8 5 6 -5 -7 -1 right_child=-2 -3 -4 4 -6 7 -8 -9 -10 leaf_value=0.074943961838358331 -0.20418747478813834 0.27427978436152139 -0.27138520414009693 -0.046974747522664999 0.23204372656345368 0.0013230583439999188 0.085609967169696335 0.14340462667055617 0.24228118631574844 leaf_weight=57 33 24 32 849 25 12129 73 39 54 leaf_count=57 33 24 32 849 25 12129 73 39 54 internal_value=0 0.000682321 0.000187048 0.00084411 -0.000471679 -0.00091611 -0.0360859 0.00177699 0.14343 internal_weight=0 13282 13258 13226 13115 13090 922 12168 111 internal_count=13315 13282 13258 13226 13115 13090 922 12168 111 cat_boundaries=0 3 7 cat_threshold=0 16384 6291712 134217993 0 3271688192 8192 is_linear=0 shrinkage=0.01 Tree=865 num_leaves=10 num_cat=3 split_feature=8 25 26 7 25 18 19 25 26 split_gain=13959.8 17590.9 25700.2 18903.3 13159.2 7637.02 6148.86 4696.47 3454.77 threshold=341.27040000000005 0 2022.5000000000002 279.07800000000003 1 95.142500000000013 54.201000000000008 2 2022.5000000000002 decision_type=2 9 2 2 9 2 2 9 2 left_child=1 2 -1 4 8 6 7 -6 -3 right_child=-2 3 -4 -5 5 -7 -8 -9 -10 leaf_value=-0.021034137709574265 0.25581425258091517 -0.040557753025483687 0.28754075102086335 0.2831355689919513 -0.017986339011577646 -0.18856769101186233 0.14865838792588976 -7.2722642069617051e-05 -0.11644157219647376 leaf_weight=55 21 119 53 23 1673 22 27 11235 121 leaf_count=55 21 119 53 23 1673 22 27 11235 121 internal_value=0 -0.00221672 0.119346 -0.00329759 -0.00379929 -0.00240792 -0.00209316 -0.00240849 -0.0756632 internal_weight=0 13328 108 13220 13197 12957 12935 12908 240 internal_count=13349 13328 108 13220 13197 12957 12935 12908 240 cat_boundaries=0 4 7 11 cat_threshold=0 0 2097408 163872 67125248 65536 4276224 134285825 270827584 335553672 4196608 is_linear=0 shrinkage=0.01 Tree=866 num_leaves=10 num_cat=2 split_feature=8 25 26 7 25 9 14 14 26 split_gain=13682 17240.9 25188.7 18527.2 12897.3 8432.29 8282.66 8237.51 3386.02 threshold=341.27040000000005 0 2022.5000000000002 279.07800000000003 1 223.50400000000005 192.44922000000003 66.397500000000022 2022.5000000000002 decision_type=2 9 2 2 9 2 2 2 2 left_child=1 2 -1 4 8 6 7 -6 -3 right_child=-2 3 -4 -5 5 -7 -8 -9 -10 leaf_value=-0.020823804188858378 0.25325611114501956 -0.040152175476571086 0.28466533831830293 0.28030421085979629 -0.0028280944103056798 0.15489027273129016 -0.19666643099351361 0.17534798765411744 -0.11527715705181203 leaf_weight=55 21 119 53 23 12875 34 22 26 121 leaf_count=55 21 119 53 23 12875 34 22 26 121 internal_value=0 -0.00219468 0.118152 -0.00326475 -0.00376144 -0.00238398 -0.00279961 -0.00246901 -0.0749066 internal_weight=0 13328 108 13220 13197 12957 12923 12901 240 internal_count=13349 13328 108 13220 13197 12957 12923 12901 240 cat_boundaries=0 4 7 cat_threshold=0 0 2097408 163872 67125248 65536 4276224 is_linear=0 shrinkage=0.01 Tree=867 num_leaves=9 num_cat=0 split_feature=4 4 3 3 0 9 6 3 split_gain=19574.9 35001 21130.7 8314.53 8183.58 8448.95 5753.43 288.616 threshold=365.72000000000008 279.07800000000003 344.25000000000006 216.24000000000004 365.72000000000008 239.51250000000002 114.42500000000001 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 leaf_value=-0.00059177076252642669 -0.2932568553219671 0.41674994850158692 -0.29235477509498597 0.10650161895751953 -0.19907997403826033 -0.17823219831343048 -0.078695491511080615 0.15558636623880137 leaf_weight=13090 23 20 25 25 21 27 95 23 leaf_count=13090 23 20 25 25 21 27 95 23 internal_value=0 -0.00127181 -0.00190013 -0.00135338 -0.00182992 -0.0015164 -0.00115452 0.130021 internal_weight=0 13326 13306 13281 13233 13212 13185 48 internal_count=13349 13326 13306 13281 13233 13212 13185 48 is_linear=0 shrinkage=0.01 Tree=868 num_leaves=10 num_cat=0 split_feature=4 4 3 3 0 1 9 26 3 split_gain=19185.4 34304.4 20710.2 8149.07 8020.73 12626.4 7844.71 2501.4 282.872 threshold=365.72000000000008 279.07800000000003 344.25000000000006 216.24000000000004 365.72000000000008 174.00000000000003 239.51250000000002 2022.5000000000002 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -5 right_child=-2 -3 -4 8 -6 7 -8 -9 -10 leaf_value=-0.00038631944950403912 -0.29032429515019709 0.41258245849609376 -0.28943122385740283 0.10543660583496094 -0.19708917436145601 -0.043168778281945451 -0.17769590194225313 -0.16152908528060245 0.15403049862903098 leaf_weight=13104 23 20 25 25 21 26 25 57 23 leaf_count=13104 23 20 25 25 21 26 25 57 23 internal_value=0 -0.00125909 -0.00188113 -0.00133985 -0.00181162 -0.00150123 -0.000723949 -0.124452 0.128721 internal_weight=0 13326 13306 13281 13233 13212 13129 83 48 internal_count=13349 13326 13306 13281 13233 13212 13129 83 48 is_linear=0 shrinkage=0.01 Tree=869 num_leaves=11 num_cat=0 split_feature=4 4 3 3 1 9 2 26 3 1 split_gain=18803.6 33621.8 20298 7986.9 6507.79 10572.7 5712.22 3765.61 277.243 166.77 threshold=365.72000000000008 279.07800000000003 344.25000000000006 216.24000000000004 200.13000000000002 239.51250000000002 255.10500000000002 2022.5000000000002 255.10500000000002 284.98750000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -5 -9 right_child=-2 -3 -4 8 7 -7 -8 9 -10 -11 leaf_value=-0.0012054598870881532 -0.28742103807952096 0.40845661830902102 -0.28653691461682324 0.10438223323822023 0.0086120505630970009 -0.19537540644407272 0.12157807610536876 -0.12484654607772827 0.15249019114867501 -0.16101982295513154 leaf_weight=13092 23 20 25 25 24 28 38 25 23 26 leaf_count=13092 23 20 25 25 24 28 38 25 23 26 internal_value=0 -0.0012465 -0.00186232 -0.00132645 -0.0017935 -0.00126405 -0.000850108 -0.0946799 0.127434 -0.143288 internal_weight=0 13326 13306 13281 13233 13158 13130 75 48 51 internal_count=13349 13326 13306 13281 13233 13158 13130 75 48 51 is_linear=0 shrinkage=0.01 Tree=870 num_leaves=12 num_cat=0 split_feature=4 17 4 7 3 6 0 1 6 3 7 split_gain=27406.1 13634.6 9777.27 17771.4 8137.83 11474.2 9943.37 9006.23 6037.58 5847.83 3039.43 threshold=365.72000000000008 192.82422000000003 272.07425000000006 183.80721500000004 88.568025000000006 218.62500000000003 365.72000000000008 21.947000000000003 337.52040000000005 219.40000000000003 279.07800000000003 decision_type=2 2 2 2 2 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=-0.00097504976358122014 -0.3729062761217356 -0.24571807819864025 0.21357232775006973 -0.10759263764067394 -0.053645471076170605 0.24015750137964884 -0.20908198232236117 0.1079981245313372 0.015851489067077638 -0.20350897744297983 -0.24275302115295613 leaf_weight=13003 20 23 21 41 60 30 23 21 20 46 28 leaf_count=13003 20 23 21 41 60 30 23 21 20 46 28 internal_value=0 -0.00245215 -0.00203124 -0.00237238 -0.00153585 -0.000762137 -0.0013425 -0.0811983 0.150435 -0.118681 -0.16244 internal_weight=0 13316 13293 13272 13203 13076 13026 127 50 106 69 internal_count=13336 13316 13293 13272 13203 13076 13026 127 50 106 69 is_linear=0 shrinkage=0.01 Tree=871 num_leaves=19 num_cat=4 split_feature=25 26 25 4 25 4 0 6 1 6 25 1 1 14 0 4 26 0 split_gain=50129.8 25733.5 15204.8 11671.7 13115.2 15427.2 18150.5 12297.9 14429 4520.64 3943.08 10846.5 6915.93 5190.68 2168.99 1609.02 640.853 33.4662 threshold=0 2022.5000000000002 1 219.40000000000003 2 36.89500000000001 176.53925000000004 211.12500000000003 2.1690000000000005 211.12500000000003 3 88.568025000000006 97.70750000000001 66.397500000000022 53.842000000000006 285.62500000000006 2022.5000000000002 29.529500000000002 decision_type=9 2 9 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 17 -3 4 5 6 7 8 -2 10 11 14 13 -12 -6 -5 -14 -1 right_child=3 2 -4 15 9 -7 -8 -9 -10 -11 12 -13 16 -15 -16 -17 -18 -19 leaf_value=-0.031021725465422093 0.043603041721736228 -0.069551146976820383 -0.24406531835315931 -0.21580228447914124 -0.031530590503272553 -0.18195887588685558 0.26183114994216611 0.28087496495246889 -0.093645452807931351 -0.14462916899811137 0.00033176894521685333 0.20158838634192944 -0.077988257154822355 0.13915242380566067 -0.13517260551452637 -0.095943014139220822 -0.15267289257849809 -0.017535384058952334 leaf_weight=230 775 121 132 24 525 31 37 20 85 22 11178 20 20 27 21 21 27 20 leaf_count=230 775 121 132 24 525 31 37 20 85 22 11178 20 20 27 21 21 27 20 internal_value=0 -0.0999107 -0.172998 0.000898886 0.00146532 0.0370533 0.0448612 0.0357386 0.0300378 -0.00141422 -0.00114882 -0.0266674 0.000158382 0.000666277 -0.0355168 -0.159868 -0.120892 -0.0299428 internal_weight=0 503 253 12833 12788 948 917 880 860 11840 11818 566 11252 11205 546 45 47 250 internal_count=13336 503 253 12833 12788 948 917 880 860 11840 11818 566 11252 11205 546 45 47 250 cat_boundaries=0 4 7 11 14 cat_threshold=0 2097232 4260096 544 0 2097168 65536 67125760 65536 3257550848 2138112 265 557568 262144 is_linear=0 shrinkage=0.01 Tree=872 num_leaves=23 num_cat=8 split_feature=25 24 25 4 25 24 5 25 0 6 8 2 25 1 10 2 10 25 5 1 4 2 split_gain=49192.4 26568.9 13825 11439.5 12854.2 35054.3 27811.2 20407.3 29968.5 18692.4 10708.4 10389.6 9030.64 8468.95 8349.41 6710.91 7847.73 4197.34 6964.83 4307.96 1577 893.702 threshold=0 1 2 219.40000000000003 3 4 27.130000000000006 5 131.43000000000004 29.757000000000005 218.62500000000003 216.24000000000004 6 140.32000000000002 30.162700000000005 0.46289950000000007 121.37500000000001 7 48.477070000000005 54.277999999999999 285.62500000000006 11.243000000000002 decision_type=9 1 9 2 9 1 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 left_child=1 2 -1 4 5 7 11 8 9 -2 14 12 -7 21 17 16 -16 18 -6 -19 -5 -3 right_child=3 13 -4 20 10 6 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 -22 -23 leaf_value=0.048039870382212906 0.0097595876021907228 -0.15385998203588086 -0.096220380936482164 -0.21364425798257192 -0.031650302783098251 0.025745003065257743 0.27989474296569827 0.19876427565183905 0.41927357174101332 0.31817513636180333 -0.23259700833261016 0.17747435951232909 -0.081093617114410904 -0.37416392278671268 -0.0050968252514538015 0.24817133358120921 0.18826064118023578 0.00019301444777226534 0.14916653378443284 -0.070861363296591956 -0.094983584398315057 -0.22374693608283999 leaf_weight=129 306 215 119 24 672 104 28 134 21 21 20 20 314 20 76 20 29 10915 22 86 21 20 leaf_count=129 306 215 119 24 672 104 28 134 21 21 20 20 314 20 76 20 29 10915 22 86 21 20 internal_value=0 -0.0989727 -0.0222282 0.000889898 0.00145066 0.0366827 -0.0251111 0.0957214 0.0516002 0.0295661 -0.00140008 -0.0451825 -0.0558359 -0.169955 -0.00101007 0.080285 0.0483067 -0.00187898 -0.0255502 -0.000362122 -0.158269 -0.159808 internal_weight=0 503 248 12833 12788 948 466 482 348 327 11840 438 418 255 11820 125 105 11695 694 11001 45 235 internal_count=13336 503 248 12833 12788 948 466 482 348 327 11840 438 418 255 11820 125 105 11695 694 11001 45 235 cat_boundaries=0 4 5 7 11 12 16 19 22 cat_threshold=0 2097232 4260096 544 1820 0 80 67125760 65536 3257550848 2138112 2275 67109376 0 2181040128 2097152 67108864 0 2181038080 257 2147516930 17039360 is_linear=0 shrinkage=0.01 Tree=873 num_leaves=28 num_cat=9 split_feature=25 24 26 26 4 25 24 25 0 25 26 24 26 24 10 25 1 0 2 10 1 0 26 4 10 1 26 split_gain=48223.7 26032.7 13753.1 11244.5 11212 12608.4 34386.7 20041 29372.2 14720.9 10134.7 8577.49 10287.3 7965.02 6943.46 4959.29 6752.85 5025.57 4697.15 7402.92 4211.33 3151.22 2572.37 1545.62 1457.68 989.814 38.969 threshold=0 1 2022.5000000000002 2022.5000000000002 219.40000000000003 2 3 4 131.43000000000004 5 2022.5000000000002 6 2022.5000000000002 7 30.162700000000005 8 114.12500000000001 112.80200000000001 5.7170000000000014 121.37500000000001 54.277999999999999 200.13000000000002 2022.5000000000002 285.62500000000006 56.746140000000004 128.13850000000005 2022.5000000000002 decision_type=9 1 2 2 2 9 1 9 2 9 2 1 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 6 7 8 13 11 -9 26 -13 -2 15 16 17 -7 19 24 21 -17 -11 -6 -16 -22 -8 right_child=4 3 -4 -5 23 14 9 10 -10 22 -12 12 -14 -15 18 20 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 leaf_value=0.051556179698917175 -0.042056115976477092 -0.10766311515418311 -0.097381633106739293 -0.24048201253709867 -0.21150781651337941 -0.025728688046920883 -0.058733559697866443 0.12333516144391263 0.41508085954756968 -0.071207998722371921 0.29728809153332431 -0.014465679031307415 0.121951485986893 0.061212699130559579 0.024141609758700968 -1.1607997863078558e-05 0.15204144863855271 -0.18612011903524397 0.21263501948118213 0.17929525923728942 -0.047435943649874794 0.12562860977649687 -0.1563320422518841 -0.094033753588086078 -0.068492240667343135 -0.12159095988229469 -0.071117020295415487 leaf_weight=124 103 126 124 129 24 841 48 66 21 71 68 118 104 224 53 10729 21 20 20 30 54 20 71 21 25 27 54 leaf_count=124 103 126 124 129 24 841 48 66 21 71 68 118 104 224 53 10729 21 20 20 30 54 20 71 21 25 27 54 internal_value=0 -0.0979924 -0.0220246 -0.168256 0.000882115 0.00143728 0.0363309 0.0948046 0.0510842 -0.0248716 0.196915 0.0129236 0.0473104 0.0292704 -0.00138608 -0.00218783 -0.0248513 -0.0294544 0.0718653 0.0457968 -0.000318862 0.000222163 -0.106285 -0.156687 -0.00554873 -0.0721543 -0.0594601 internal_weight=0 503 248 255 12833 12788 948 482 348 466 134 324 222 327 11840 11712 882 861 128 108 10830 10749 142 45 78 81 102 internal_count=13336 503 248 255 12833 12788 948 482 348 466 134 324 222 327 11840 11712 882 861 128 108 10830 10749 142 45 78 81 102 cat_boundaries=0 4 5 9 10 14 17 18 19 23 cat_threshold=0 2097232 4260096 544 1820 67125760 65536 3257550848 2138112 2275 67109376 0 2181040128 2097152 67109376 0 2181054464 516 160 265 2148041218 17039360 64 is_linear=0 shrinkage=0.01 Tree=874 num_leaves=20 num_cat=7 split_feature=25 24 25 4 25 24 5 25 0 6 8 2 25 4 6 2 14 4 0 split_gain=47264.2 25514.6 13574.9 10988.9 12358.9 33704.6 27097.6 19640.4 28786.8 18329.2 10512.2 10229.6 8937.7 5258.12 4643.64 3784.81 2990.01 1514.86 821.956 threshold=0 1 2 219.40000000000003 3 4 27.130000000000006 5 131.43000000000004 29.757000000000005 218.62500000000003 216.24000000000004 6 131.43000000000004 211.12500000000003 93.825000000000017 118.09000000000002 285.62500000000006 105.004 decision_type=9 1 9 2 9 1 2 9 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 -1 4 5 7 11 8 9 -2 13 12 -7 14 16 18 -6 -5 -3 right_child=3 15 -4 17 10 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.047812034877941764 0.0093704740683627288 -0.16757025991068328 -0.095127175533494285 -0.2093927361567815 -0.0012084207718791593 -0.094243817669895216 0.27644832781382972 0.19494551532384422 0.41093003363836383 0.31477465992882137 -0.23044159734994174 0.17650390481948855 -0.00046083844242951813 0.1610208168029785 -0.14983095929736184 -0.30516519021987915 0.11822187758627392 -0.093093410049166006 -0.10054725384712219 leaf_weight=129 306 215 119 24 11758 233 28 134 21 21 20 20 185 20 21 20 21 21 20 leaf_count=129 306 215 119 24 11758 233 28 134 21 21 20 20 185 20 21 20 21 21 20 internal_value=0 -0.0970125 -0.0218044 0.000873443 0.00142305 0.0359696 -0.0246229 0.0938604 0.0505787 0.0289836 -0.00137222 -0.0444316 -0.0550027 -0.000985786 -0.00126037 -0.166573 -0.000995496 -0.15512 -0.161866 internal_weight=0 503 248 12833 12788 948 466 482 348 327 11840 438 418 11820 11800 255 11779 45 235 internal_count=13336 503 248 12833 12788 948 466 482 348 327 11840 438 418 11820 11800 255 11779 45 235 cat_boundaries=0 4 5 7 11 12 16 19 cat_threshold=0 2097232 4260096 544 1820 0 80 67125760 65536 3257550848 2138112 2275 67109376 0 2181040128 2097152 512 0 1076363264 is_linear=0 shrinkage=0.01 Tree=875 num_leaves=9 num_cat=0 split_feature=3 13 7 13 18 6 6 6 split_gain=15111.1 10659.2 7508.96 10996.8 6583.86 5743.74 6950.14 241.538 threshold=333.3454000000001 201.75000000000003 284.98750000000007 92.932500000000019 90.340000000000018 227.06475000000003 183.80721500000004 272.07425000000006 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=-2.197460954133074e-05 0.22386078534275292 -0.1993160472534321 -0.15341914508491755 0.22860432670229958 -0.17733665517398289 -0.084933387306942179 0.18204731980959576 -0.12995439566098727 leaf_weight=13031 30 27 32 21 21 22 21 26 leaf_count=13031 30 27 32 21 21 22 21 26 internal_value=0 -0.000827591 -0.000420791 -4.82488e-05 -0.000414204 -0.000130588 0.000270966 -0.10932 internal_weight=0 13201 13174 13142 13121 13100 13052 48 internal_count=13231 13201 13174 13142 13121 13100 13052 48 is_linear=0 shrinkage=0.01 Tree=876 num_leaves=10 num_cat=2 split_feature=3 25 26 13 8 25 18 13 26 split_gain=14810.4 15485.3 15687.6 10336.5 9826.15 9215.41 6404.37 7082.52 1380.13 threshold=333.3454000000001 0 2022.5000000000002 201.75000000000003 263.93200000000007 1 90.340000000000018 27.600000000000005 2022.5000000000002 decision_type=2 9 2 2 2 9 2 2 2 left_child=1 2 -1 4 5 8 7 -7 -3 right_child=-2 3 -4 -5 -6 6 -8 -9 -10 leaf_value=0.0050084280000444051 0.22162218012660742 -0.10933651822732716 0.24174646372415803 -0.19732288912490564 0.19660411987304688 -0.0012688773560157413 -0.17969756197929382 0.083217902308702477 -0.049337022172080143 leaf_weight=57 30 82 55 27 25 12763 20 100 72 leaf_count=57 30 82 55 27 25 12763 20 100 72 internal_value=0 -0.000819315 0.111324 -0.00186253 -0.00145993 -0.00183974 -0.000889385 -0.000612057 -0.0763284 internal_weight=0 13201 112 13089 13062 13037 12883 12863 154 internal_count=13231 13201 112 13089 13062 13037 12883 12863 154 cat_boundaries=0 3 7 cat_threshold=16384 16384 2097408 0 32768 37879808 32 is_linear=0 shrinkage=0.01 Tree=877 num_leaves=10 num_cat=3 split_feature=3 25 26 25 8 7 18 25 26 split_gain=14515.7 15177.2 15375.4 8398.69 9581.44 6671.03 6126.39 5952.21 367.644 threshold=333.3454000000001 0 2022.5000000000002 1 263.93200000000007 287.60640000000006 90.340000000000018 2 2022.5000000000002 decision_type=2 9 2 9 2 2 2 9 2 left_child=1 2 -1 8 5 6 7 -5 -3 right_child=-2 3 -4 4 -6 -7 -8 -9 -10 leaf_value=0.0049583441568048373 0.21940596184879543 -0.11414295559221843 0.23932901963320646 0.010932554370641112 0.19448752975463868 -0.16803762733936309 -0.17604635226726534 -0.0047818398846463028 -0.076532621827780034 leaf_weight=57 30 53 55 3194 25 24 20 9722 51 leaf_count=57 30 53 55 3194 25 24 20 9722 51 internal_value=0 -0.000811122 0.110211 -0.00184391 -0.00109277 -0.00147089 -0.00116187 -0.000891062 -0.0873047 internal_weight=0 13201 112 13089 12985 12960 12936 12916 104 internal_count=13231 13201 112 13089 12985 12960 12936 12916 104 cat_boundaries=0 3 7 11 cat_threshold=16384 16384 2097408 0 32768 33554432 32 2218788121 1075325656 554518530 16949760 is_linear=0 shrinkage=0.01 Tree=878 num_leaves=10 num_cat=2 split_feature=4 4 25 13 25 8 7 26 26 split_gain=14518.2 31101.6 15911.1 10614.4 8022.38 7439.11 6135.3 3061.12 629.583 threshold=365.72000000000008 279.07800000000003 0 201.75000000000003 1 263.93200000000007 287.60640000000006 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 left_child=1 2 7 4 8 6 -6 -1 -4 right_child=-2 -3 3 -5 5 -7 -8 -9 -10 leaf_value=0.065755753291340979 -0.26953167775273323 0.36750713514245076 -0.10658670092889896 -0.21178203468521437 -0.00052242384119222563 0.17919048433718474 -0.16399388385855634 0.16318475634616333 -0.061055145974744825 leaf_weight=65 20 23 65 24 12867 23 23 64 57 leaf_count=65 20 23 65 24 12867 23 23 64 57 internal_value=0 9.89372e-05 -0.000541826 -0.00167293 -0.00128736 -0.000493113 -0.000814111 0.105885 -0.0788506 internal_weight=0 13211 13188 13059 13035 12913 12890 129 122 internal_count=13231 13211 13188 13059 13035 12913 12890 129 122 cat_boundaries=0 4 8 cat_threshold=16384 16384 2097408 32768 0 32768 33685504 32 is_linear=0 shrinkage=0.01 Tree=879 num_leaves=11 num_cat=2 split_feature=4 4 25 13 25 3 7 1 26 26 split_gain=14229.2 30482.6 15594.4 10403.2 7862.74 5817.52 6887.69 5826.36 3000.2 617.055 threshold=365.72000000000008 279.07800000000003 0 201.75000000000003 1 177.71725000000004 284.98750000000007 16.972500000000004 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 2 left_child=1 2 8 4 9 6 -6 -7 -1 -4 right_child=-2 -3 3 -5 5 7 -8 -9 -10 -11 leaf_value=0.065098201856590238 -0.26683635932207106 0.36383206243100374 -0.10552083470557745 -0.20966421768069268 -0.00068176397267277961 0.034860095664344989 -0.16360783531115605 0.23279252219200136 0.16155293335206808 -0.060444593743274093 leaf_weight=65 20 23 65 24 12809 58 26 20 64 57 leaf_count=65 20 23 65 24 12809 58 26 20 64 57 internal_value=0 9.79478e-05 -0.000536408 -0.0016562 -0.00127449 -0.000488183 -0.00101181 0.085612 0.104826 -0.0780621 internal_weight=0 13211 13188 13059 13035 12913 12835 78 129 122 internal_count=13231 13211 13188 13059 13035 12913 12835 78 129 122 cat_boundaries=0 4 8 cat_threshold=16384 16384 2097408 32768 0 32768 33685504 32 is_linear=0 shrinkage=0.01 Tree=880 num_leaves=10 num_cat=1 split_feature=3 3 10 4 25 2 2 5 2 split_gain=16242.5 68927.6 27890.4 17336.9 21741.1 25690.1 14006.2 10492.6 9680.15 threshold=376.61250000000007 285.62500000000006 282.93750000000006 285.62500000000006 0 255.10500000000002 1.1487500000000002 1.1528500000000002 176.53925000000004 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 leaf_value=0.099175455857318587 -0.27018435182896527 0.58837330871820448 -0.37227941703796391 -0.25653674519979036 -0.00067352471072297429 0.29683629068835027 -0.15318274956483108 -0.10835193569843586 -0.1648850243952539 leaf_weight=387 22 20 20 26 12719 29 26 26 36 leaf_count=387 22 20 20 26 12719 29 26 26 36 internal_value=0 0.00175625 0.000872054 0.00143534 0.00194259 -0.000460698 0.0703363 0.0861108 -0.001137 internal_weight=0 13289 13269 13249 13223 12784 439 413 12755 internal_count=13311 13289 13269 13249 13223 12784 439 413 12755 cat_boundaries=0 4 cat_threshold=0 16400 23609600 163872 is_linear=0 shrinkage=0.01 Tree=881 num_leaves=8 num_cat=0 split_feature=3 3 10 4 10 9 17 split_gain=15919.3 67556 27335.4 16991.9 11204.6 10361.6 8912.55 threshold=376.61250000000007 285.62500000000006 282.93750000000006 285.62500000000006 211.12500000000003 279.07800000000003 95.142500000000013 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=0.0015594944743179734 -0.26748250819404018 0.58248956108093264 -0.36855662298202518 -0.25397138082064113 0.23272762233302707 -0.21528413815931843 0.19055140495300293 leaf_weight=13155 22 20 20 26 21 22 25 leaf_count=13155 22 20 20 26 21 22 25 internal_value=0 0.00173868 0.000863334 0.00142099 0.00192316 0.00155603 0.00191798 internal_weight=0 13289 13269 13249 13223 13202 13180 internal_count=13311 13289 13269 13249 13223 13202 13180 is_linear=0 shrinkage=0.01 Tree=882 num_leaves=16 num_cat=7 split_feature=3 3 10 25 24 25 25 2 25 25 24 26 19 26 26 split_gain=15602.5 66211.6 26791.4 15768 93206.3 61749.2 57384.8 34067.1 14467.4 10340.4 18901.7 5967.06 5277.38 95.9419 11.5525 threshold=376.61250000000007 285.62500000000006 282.93750000000006 0 1 2 3 255.10500000000002 4 5 6 2022.5000000000002 65.112000000000009 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 9 9 2 9 9 1 2 2 2 2 left_child=1 2 3 4 5 13 11 9 -8 10 -5 -6 -11 -1 -7 right_child=-2 -3 -4 7 6 14 8 -9 -10 12 -12 -13 -14 -15 -16 leaf_value=-0.027680476307868958 -0.26480768181383613 0.57666466623544699 -0.36487104988098146 0.008943803045053907 -0.17066653797669071 0.30250058139258246 -0.032698649387118708 0.37480284377932549 0.071545448566079139 -0.00076915290965949481 -0.11904013169602759 -0.32115305089114005 0.16180855357646942 -0.0085548026473433875 0.30741989953808257 leaf_weight=51 22 20 20 259 49 94 277 24 240 11826 201 57 20 54 97 leaf_count=51 22 20 20 259 49 94 277 24 240 11826 201 57 20 54 97 internal_value=0 0.0017213 0.0008547 0.00140678 0.0411352 0.184252 -0.0286991 -0.0015864 0.0161325 -0.00232175 -0.0483225 -0.2299 -0.00049425 -0.0162927 0.289825 internal_weight=0 13289 13269 13249 919 296 623 12330 517 12306 460 106 11846 105 191 internal_count=13311 13289 13269 13249 919 296 623 12330 517 12306 460 106 11846 105 191 cat_boundaries=0 4 5 8 12 16 20 21 cat_threshold=67108864 2670608 2171093248 172064 2656 0 32784 17301504 0 16384 6291712 131104 67108864 2621440 2147483648 8192 16640 65600 1074135040 16777728 1295 is_linear=0 shrinkage=0.01 Tree=883 num_leaves=9 num_cat=0 split_feature=3 3 10 10 6 6 11 6 split_gain=15291.9 64894.1 26258.2 11024.3 9302.32 11162.3 7795.22 188.052 threshold=376.61250000000007 285.62500000000006 282.93750000000006 211.12500000000003 365.72000000000008 218.62500000000003 92.932500000000019 255.10500000000002 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=0.0014104110271735684 -0.26215960483659401 0.57089803087711333 -0.36122234106063844 0.23033234536647798 -0.20442921681837603 0.14648563147988169 -0.10754113388784005 0.18985063743591307 leaf_weight=13100 22 20 20 21 22 20 66 20 leaf_count=13100 22 20 20 21 22 20 66 20 internal_value=0 0.00170355 0.000845616 0.00139218 0.00102872 0.001371 0.000864247 0.168168 internal_weight=0 13289 13269 13249 13228 13206 13166 40 internal_count=13311 13289 13269 13249 13228 13206 13166 40 is_linear=0 shrinkage=0.01 Tree=884 num_leaves=18 num_cat=7 split_feature=3 3 25 24 25 24 2 24 26 25 24 4 26 17 26 1 4 split_gain=14987.6 63602.7 12174.6 93566 72136.9 24475 19027.8 13796.6 10768.2 9419.01 16481.9 11994.4 7169.83 6676.81 6193.25 5932.61 2191.76 threshold=376.61250000000007 285.62500000000006 0 1 2 3 255.10500000000002 4 2022.5000000000002 5 6 216.24000000000004 2022.5000000000002 90.340000000000018 2022.5000000000002 22.196000000000005 25.505000000000003 decision_type=2 2 9 1 9 1 2 1 2 9 1 2 2 2 2 2 2 left_child=1 2 3 14 12 8 9 -7 -6 10 15 13 -5 -11 -1 -4 -12 right_child=-2 -3 6 4 5 7 -8 -9 -10 11 16 -13 -14 -15 -16 -17 -18 leaf_value=0.20916985964349338 -0.25953800930218263 0.56518903708457946 -0.0054414687008266481 -0.13409271579044751 0.27708550645594016 -0.079263151214086919 0.26340177860524916 0.039507027406376009 0.086665680716114676 -0.0013840419011505799 -0.10372147435322404 0.20254586433542188 -0.26762333790939974 0.18148372924327852 0.33954050178884682 0.17359830486774447 -0.21132494353112719 leaf_weight=70 22 20 248 78 57 123 27 361 62 11802 192 29 83 20 76 20 21 leaf_count=70 22 20 248 78 57 123 27 361 62 11802 192 29 83 20 76 20 21 internal_value=0 0.00168651 0.00083716 0.0359318 -0.00954744 0.0412435 -0.00177451 0.00833018 0.164086 -0.00235654 -0.0452747 -0.000575918 -0.191064 -0.00107467 0.259275 0.00763483 -0.109203 internal_weight=0 13289 13269 910 764 603 12359 484 119 12332 481 11851 161 11822 146 268 213 internal_count=13311 13289 13269 910 764 603 12359 484 119 12332 481 11851 161 11822 146 268 213 cat_boundaries=0 4 5 9 10 11 15 16 cat_threshold=67108864 2670608 2171093248 139296 544 0 540672 2097408 32 2112 3 4210944 65600 1074135040 16777728 1295 is_linear=0 shrinkage=0.01 Tree=885 num_leaves=23 num_cat=8 split_feature=3 25 24 25 25 6 26 24 1 6 25 24 10 26 8 25 8 26 26 26 6 26 split_gain=13154.7 9369.33 65796.1 50545.3 36403.6 14315.9 17892.3 22524.8 14009.7 12418.4 9786.59 26476.8 10260.3 5996.74 5012.52 6062.97 5270.73 1850.4 1209.62 493.602 410.044 352.422 threshold=333.3454000000001 0 1 2 3 30.527000000000005 2022.5000000000002 4 1.9796 218.62500000000003 5 6 211.12500000000003 2022.5000000000002 92.932500000000019 7 181.87500000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 287.60640000000006 2022.5000000000002 decision_type=2 9 1 9 9 2 2 1 2 2 9 1 2 2 2 9 2 2 2 2 2 2 left_child=1 2 4 13 17 6 8 -8 -5 10 11 18 14 -4 15 -12 -16 -1 -3 -6 -11 -13 right_child=-2 9 3 5 19 -7 7 -9 -10 20 12 21 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.052814670642217003 0.2074180549863846 0.026117077668507897 -0.12262279120978059 -0.033487474588143766 0.23359158095422683 -0.1690293521949878 0.18293231546201491 0.019161240873032045 0.17799567468026106 0.20452636265009641 -0.029159036996905308 -0.14686154781908228 0.22542084529995918 -0.24550918004729533 0.18680087730288505 0.00016550144198698889 -0.0022600582043329877 -0.02419680015857403 0.094027663031045136 0.2660151361435959 0.14125857421330043 -0.17893996463102455 leaf_weight=60 31 54 82 398 91 39 122 256 34 20 744 69 20 77 29 10868 30 65 51 97 21 68 leaf_count=60 31 54 82 398 91 39 122 256 34 20 744 69 20 77 29 10868 30 65 51 97 21 68 internal_value=0 0.00118137 0.0263507 -0.0133434 0.150639 0.0178995 0.0271207 0.077365 -0.016843 -0.00161602 -0.00221431 -0.0638716 -0.000882638 -0.171357 -0.0012712 -0.00173834 0.0906682 0.0118229 0.0539629 0.237678 0.172121 -0.15171 internal_weight=0 13295 1321 1008 313 849 810 378 432 11974 11933 242 11691 159 11671 11612 59 125 105 188 41 137 internal_count=13326 13295 1321 1008 313 849 810 378 432 11974 11933 242 11691 159 11671 11612 59 125 105 188 41 137 cat_boundaries=0 4 5 9 11 12 14 15 18 cat_threshold=513 614936 1080756480 16777248 608 0 540672 2162944 32 1 66072 1156 67125248 64 1178 134217984 2097152 2164539392 is_linear=0 shrinkage=0.01 Tree=886 num_leaves=12 num_cat=1 split_feature=3 4 25 2 2 14 14 4 0 2 2 split_gain=12892.8 17871.2 13967.6 7862.13 5360.03 6408.45 8863.57 2851.02 2194.94 3480.68 7.12009 threshold=333.3454000000001 233.80500000000004 0 255.10500000000002 65.112000000000009 192.44922000000003 66.397500000000022 333.3454000000001 17.791185000000006 149.26580000000004 340.12500000000006 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 -4 -3 9 -6 -5 right_child=-2 7 3 10 8 -7 -8 -9 -10 -11 -12 leaf_value=0.10712610726952554 0.20534388067260867 -0.10801399043628149 0.0010366777781005635 0.14007634276435491 -0.10024445056915283 -0.15577596462689913 0.20192851668054407 -0.25203316220530758 -0.16357762646675109 0.025162953593228995 0.13193574943325737 leaf_weight=115 31 28 12923 21 53 26 22 27 20 38 22 leaf_count=115 31 28 12923 21 53 26 22 27 20 38 22 internal_value=0 0.00117086 0.00191812 0.000913979 0.000470947 0.00106308 0.00137809 -0.178714 -0.0687236 -0.0478765 0.135911 internal_weight=0 13295 13240 13125 13082 12971 12945 55 111 91 43 internal_count=13326 13295 13240 13125 13082 12971 12945 55 111 91 43 cat_boundaries=0 3 cat_threshold=0 16384 6291712 is_linear=0 shrinkage=0.01 Tree=887 num_leaves=16 num_cat=5 split_feature=0 25 24 25 24 10 8 7 4 8 0 4 0 24 7 split_gain=12276.9 12437.1 112243 84865.7 23088.2 16917.9 26745.6 24176.8 27632.7 15435.9 12250.1 10743.4 5684.75 3422.23 1775.15 threshold=365.72000000000008 0 1 2 3 259.57500000000005 272.07425000000006 198.34750000000003 272.07425000000006 5.2798230000000013 250.05000000000004 2.1940000000000004 30.162700000000005 4 272.07425000000006 decision_type=2 9 1 9 1 2 2 2 2 2 2 2 2 1 2 left_child=1 2 -1 4 9 6 7 8 10 11 -3 -4 13 -6 -9 right_child=-2 5 3 -5 12 -7 -8 14 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.31304200881109462 -0.22433786233266195 -0.00083857797195379411 0.19219300731221836 -0.2658566080833023 0.032986858796398594 0.28321413729872025 -0.36625346994400027 0.17726183945482429 -0.3473758910531583 -0.11153574282924333 0.24684939104318621 -0.021187994863305772 -0.16746541223742747 -0.029598018531831576 0.30743331483006481 leaf_weight=117 24 12402 150 100 149 21 20 22 23 24 20 28 22 184 20 leaf_count=117 24 12402 150 100 149 21 20 22 23 24 20 28 22 184 20 internal_value=0 0.00203787 0.0406755 -0.0117942 0.0377028 -0.000381388 -0.000857867 -0.000272626 -0.00108097 0.120561 -0.000439789 0.158627 -0.0114557 -0.00149281 0.239248 internal_weight=0 13302 774 657 557 12528 12507 12487 12445 202 12422 178 355 333 42 internal_count=13326 13302 774 657 557 12528 12507 12487 12445 202 12422 178 355 333 42 cat_boundaries=0 4 5 9 10 11 cat_threshold=512 540672 1080623360 16777248 544 512 524288 1078460416 16777216 3264 266 is_linear=0 shrinkage=0.01 Tree=888 num_leaves=11 num_cat=2 split_feature=3 4 25 26 5 13 9 25 4 9 split_gain=12558.5 17275.9 13939.6 14363.2 7993.44 8734.82 10583.4 6262.19 2759.9 1058.72 threshold=333.3454000000001 233.80500000000004 0 2022.5000000000002 279.07800000000003 192.44922000000003 162.18600000000004 1 333.3454000000001 229.26450000000003 decision_type=2 2 9 2 2 2 2 9 2 2 left_child=1 2 3 -1 5 6 7 -4 -3 -8 right_child=-2 8 4 -5 -6 -7 9 -9 -10 -11 leaf_value=0.012957476060236655 0.20265406377853887 -0.10615673320634025 0.020852900784830087 0.23716005586228281 0.161266001501391 0.18360668533123456 -0.19932070580124855 -0.0016823868820814616 -0.24785590304268731 -0.10657308275811374 leaf_weight=62 31 28 1369 53 31 26 20 11647 27 32 leaf_count=62 31 28 1369 53 31 26 20 11647 27 32 internal_value=0 0.00114548 0.00188019 0.106983 0.00087711 0.000498059 0.000133748 0.000702563 -0.175718 -0.142245 internal_weight=0 13295 13240 115 13125 13094 13068 13016 55 52 internal_count=13326 13295 13240 115 13125 13094 13068 13016 55 52 cat_boundaries=0 3 7 cat_threshold=0 16384 6291712 67109377 2695704 1074464768 16949280 is_linear=0 shrinkage=0.01 Tree=889 num_leaves=10 num_cat=1 split_feature=3 4 25 6 9 14 14 9 4 split_gain=12308.6 16932.1 13662.2 11666.8 6034.14 6330.26 8163.27 3509.04 2704.98 threshold=333.3454000000001 233.80500000000004 0 297.60100000000006 162.18600000000004 192.44922000000003 66.397500000000022 223.50400000000005 333.3454000000001 decision_type=2 2 9 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 -4 -6 -3 right_child=-2 8 3 -5 7 -7 -8 -9 -10 leaf_value=0.10591295974969864 0.20062751231654996 -0.10509516681943622 0.00088845692159623491 0.22114759782950086 -0.20931912279129031 -0.15496995339026817 0.18944958645364512 -0.044114576197332805 -0.24537734225944238 leaf_weight=115 31 28 12996 24 20 26 23 36 27 leaf_count=115 31 28 12996 24 20 26 23 36 27 internal_value=0 0.00113417 0.00186153 0.000868484 0.000465613 0.000910273 0.00122158 -0.103116 -0.173961 internal_weight=0 13295 13240 13125 13101 13045 13019 56 55 internal_count=13326 13295 13240 13125 13101 13045 13019 56 55 cat_boundaries=0 3 cat_threshold=0 16384 6291712 is_linear=0 shrinkage=0.01 Tree=890 num_leaves=9 num_cat=3 split_feature=25 8 3 25 6 3 25 3 split_gain=20355.2 15804.9 11684.3 12833.3 18651 8901 6692.76 32.9677 threshold=0 341.27040000000005 344.25000000000006 1 297.60100000000006 216.24000000000004 2 255.10500000000002 decision_type=9 2 2 9 2 2 9 2 left_child=-1 2 3 -2 5 6 -5 -7 right_child=1 -3 -4 4 -6 7 -8 -9 leaf_value=-0.12531157567742324 0.10441606791781598 0.27651982262021019 -0.23955875158309936 -0.020678748149209076 0.29914527893066406 0.15718463802337648 0.0028714794795998357 0.13924508438223884 leaf_weight=116 112 21 20 1337 21 20 11580 21 leaf_count=116 112 21 20 1337 21 20 11580 21 internal_value=0 0.00239922 0.00196199 0.00233098 0.00136855 0.000887021 0.00042008 0.147996 internal_weight=0 13132 13111 13091 12979 12958 12917 41 internal_count=13248 13132 13111 13091 12979 12958 12917 41 cat_boundaries=0 4 8 12 cat_threshold=16384 0 655360 131072 0 0 35651840 32768 270730048 539230280 201359554 33622080 is_linear=0 shrinkage=0.01 Tree=891 num_leaves=13 num_cat=2 split_feature=25 25 1 10 3 6 5 6 3 4 26 26 split_gain=19981.8 10015.9 17406.6 12927.3 20705.2 12610 12331.1 11311.6 13091 9705.54 10051.4 2055.11 threshold=0 1 195.14400000000003 259.57500000000005 293.85000000000008 297.60100000000006 11.177000000000001 176.53925000000004 177.71725000000004 15.580500000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 2 2 2 2 2 2 2 2 left_child=11 2 6 4 5 7 9 8 -3 10 -2 -1 right_child=1 3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.094197492825488255 0.050817917744526694 0.00042778302983886211 -0.2151162941818652 0.21938123385111494 -0.31340427080790206 0.25175562882423402 -0.14651322603225708 -0.17654776316550042 0.19409439018794469 -0.10277491885882159 0.16259345572843828 -0.17842942539868609 leaf_weight=60 191 12589 23 27 21 20 25 36 35 26 139 56 leaf_count=60 191 12589 23 27 21 20 25 36 35 26 139 56 internal_value=0 0.00237589 0.0507828 0.000800743 0.000336711 0.000856314 0.0681673 0.000459948 0.000964723 0.0832432 0.0978991 -0.124158 internal_weight=0 13132 404 12728 12701 12680 381 12660 12624 356 330 116 internal_count=13248 13132 404 12728 12701 12680 381 12660 12624 356 330 116 cat_boundaries=0 4 8 cat_threshold=16384 0 655360 131072 67108864 16 1077952768 2138656 is_linear=0 shrinkage=0.01 Tree=892 num_leaves=17 num_cat=7 split_feature=25 8 25 26 24 25 25 24 4 25 5 2 26 3 26 26 split_gain=19584.1 15467.5 11373.6 9927.74 7621.53 26991.9 22976.2 48117.4 26499.4 25683.7 10045.5 5494.12 4704.75 4034.12 2014.21 730.742 threshold=0 341.27040000000005 1 2022.5000000000002 2 3 4 5 216.24000000000004 6 7.0052499999999993 156.16500000000005 2022.5000000000002 105.004 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 1 9 9 1 2 9 2 2 2 2 2 2 left_child=14 2 3 -2 5 12 7 15 10 -9 -8 13 -4 -7 -1 -6 right_child=1 -3 4 -5 6 11 8 9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.093255516616006687 0.015274513408822835 0.27353116353352863 -0.10616975743461537 0.21071696580625049 0.31085930983225507 -0.0063099686215988783 -0.00097657623851779628 -0.11085367396739977 0.3092850450532777 0.071992342360620576 0.051395442714787909 -0.14597523906401225 -0.23642505485760537 0.11877196291318307 -0.17664512973079191 0.25699708317810638 leaf_weight=60 53 21 54 51 48 3112 8881 102 28 236 382 28 57 26 56 53 leaf_count=60 53 21 54 51 48 3112 8881 102 28 236 382 28 57 26 56 53 internal_value=0 0.00235213 0.00191957 0.101369 0.00104566 -0.0121221 0.00548836 0.0753599 0.00210946 0.0152141 0.00118321 -0.00649744 -0.158755 -0.0052736 -0.122916 0.257136 internal_weight=0 13132 13111 104 13007 3277 9730 439 9291 338 9263 3166 111 3138 116 101 internal_count=13248 13132 13111 104 13007 3277 9730 439 9291 338 9263 3166 111 3138 116 101 cat_boundaries=0 4 8 9 12 16 17 21 cat_threshold=16384 0 655360 131072 0 0 33554688 33280 896 67108864 80 6291456 67108864 49232 1080049664 8224 2080 67108864 16384 2097152 8224 is_linear=0 shrinkage=0.01 Tree=893 num_leaves=10 num_cat=2 split_feature=25 8 3 25 6 10 11 26 26 split_gain=19194.3 15159.8 11219.8 12574.4 23351.6 8824.66 7704.8 1974.13 137.028 threshold=0 341.27040000000005 344.25000000000006 1 297.60100000000006 259.57500000000005 92.932500000000019 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 left_child=7 2 3 8 5 6 -5 -1 -2 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.092322962888826923 0.093841620123747624 0.27079583667573476 -0.23477157199382781 0.00091575140131978092 0.34267692971229552 0.19228968863685925 -0.1066001425505574 -0.17487867971350038 0.11437751740217209 leaf_weight=60 66 21 20 12850 20 24 67 56 64 leaf_count=60 66 21 20 12850 20 24 67 56 64 internal_value=0 0.00232831 0.00190008 0.00226166 0.00124074 0.000714021 0.00035807 -0.121687 0.0965265 internal_weight=0 13132 13111 13091 12961 12941 12917 116 130 internal_count=13248 13132 13111 13091 12961 12941 12917 116 130 cat_boundaries=0 4 8 cat_threshold=16384 0 655360 131072 0 16384 35651840 32768 is_linear=0 shrinkage=0.01 Tree=894 num_leaves=8 num_cat=0 split_feature=4 8 3 6 0 6 3 split_gain=10560.7 18542 10894.7 9416.17 12683.5 8151.31 10623.8 threshold=365.72000000000008 341.27040000000005 344.25000000000006 297.60100000000006 365.72000000000008 228.56250000000003 177.71725000000004 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=0.0011926571526968083 -0.22847562807798386 0.29839711143856956 -0.22657366434733076 0.1914956830098079 -0.22867469708124799 -0.16604681705606397 0.13683326756132061 leaf_weight=13049 20 21 21 26 24 29 58 leaf_count=13049 20 21 21 26 24 29 58 internal_value=0 0.00148798 0.00101587 0.00137833 0.00100272 0.00142235 0.00179288 internal_weight=0 13228 13207 13186 13160 13136 13107 internal_count=13248 13228 13207 13186 13160 13136 13107 is_linear=0 shrinkage=0.01 Tree=895 num_leaves=9 num_cat=0 split_feature=6 4 3 8 6 0 20 8 split_gain=15935.6 11949.6 14968.2 9694.59 19284 11781.4 7497.1 1241.56 threshold=365.72000000000008 333.3454000000001 344.25000000000006 172.87500000000003 218.62500000000003 365.72000000000008 42.305000000000007 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 leaf_value=-0.00072359154792194294 -0.2832043378353119 0.20205056617999897 -0.26792898073082877 -0.082985836672477234 0.21641274324277554 -0.21767751617431644 0.16925443190794723 -0.16938437640763304 leaf_weight=13030 20 29 21 39 41 25 26 29 leaf_count=13030 20 29 21 39 41 25 26 29 internal_value=0 -0.000718462 -0.00116357 -0.000738847 -0.000121689 -0.000800376 -0.000385094 -0.119832 internal_weight=0 13240 13211 13190 13122 13081 13056 68 internal_count=13260 13240 13211 13190 13122 13081 13056 68 is_linear=0 shrinkage=0.01 Tree=896 num_leaves=11 num_cat=2 split_feature=25 4 3 25 15 6 3 6 26 26 split_gain=26770.4 18892.4 14803.6 11771.5 8439.67 8050.2 9292.03 3971.03 3377.91 769.777 threshold=0 333.3454000000001 344.25000000000006 1 201.75000000000003 218.62500000000003 216.24000000000004 263.93200000000007 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 left_child=8 2 3 9 5 6 -5 -7 -1 -2 right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 leaf_value=-0.10185329491774051 0.075272159234241201 0.2644918750833582 -0.26559548017524537 -0.001491537858770518 -0.20608577430248262 0.230863808883088 0.14407790357416325 0.050301047522446199 -0.21155080780325855 0.12635823260820828 leaf_weight=52 54 27 21 12866 20 21 44 29 61 65 leaf_count=52 54 27 21 12866 20 21 44 29 61 65 internal_value=0 0.000241409 -0.000302215 0.000123096 -0.000821058 -0.000504925 -0.000995407 0.126137 -0.147975 0.0951782 internal_weight=0 13147 13120 13099 12980 12960 12910 50 113 119 internal_count=13260 13147 13120 13099 12980 12960 12910 50 113 119 cat_boundaries=0 4 8 cat_threshold=16384 0 2097152 40960 0 16384 34078976 32 is_linear=0 shrinkage=0.01 Tree=897 num_leaves=10 num_cat=2 split_feature=25 4 3 25 2 9 15 26 26 split_gain=26237.6 18516.5 14509 11537.3 9171.17 8708.31 8204.86 3310.69 754.459 threshold=0 333.3454000000001 344.25000000000006 1 279.07800000000003 223.50400000000005 201.75000000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 left_child=7 2 3 8 5 6 -5 -1 -2 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.10083476233797578 0.074519427678099381 0.26184695764824195 -0.26293952162421885 -0.0013233232369963368 0.17997237052236284 0.15410997248810923 -0.2040249147415161 -0.20943529797870603 0.12509463156186618 leaf_weight=52 54 27 21 12896 28 36 20 61 65 leaf_count=52 54 27 21 12896 28 36 20 61 65 internal_value=0 0.000238994 -0.000299194 0.000121865 -0.000812848 -0.0012043 -0.0016372 -0.146496 0.0942264 internal_weight=0 13147 13120 13099 12980 12952 12916 113 119 internal_count=13260 13147 13120 13099 12980 12952 12916 113 119 cat_boundaries=0 4 8 cat_threshold=16384 0 2097152 40960 0 16384 34078976 32 is_linear=0 shrinkage=0.01 Tree=898 num_leaves=10 num_cat=2 split_feature=25 4 3 25 15 12 3 26 26 split_gain=25715.5 18148 14220.3 11307.7 8107.12 8787.73 8308.01 3244.81 739.446 threshold=0 333.3454000000001 344.25000000000006 1 201.75000000000003 246.67500000000004 216.24000000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 left_child=7 2 3 8 5 6 -5 -1 -2 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.099826413991932678 0.073774221241474147 0.2592284987590931 -0.26031012635145867 -0.0013048568073729945 -0.20198466610908508 0.19479900443035625 0.13792654524015827 -0.20734094132654005 0.12384369729115413 leaf_weight=52 54 27 21 12894 20 23 43 61 65 leaf_count=52 54 27 21 12894 20 23 43 61 65 internal_value=0 0.000236605 -0.000296201 0.000120647 -0.000804719 -0.000494877 -0.000842079 -0.145031 0.0932841 internal_weight=0 13147 13120 13099 12980 12960 12937 113 119 internal_count=13260 13147 13120 13099 12980 12960 12937 113 119 cat_boundaries=0 4 8 cat_threshold=16384 0 2097152 40960 0 16384 34078976 32 is_linear=0 shrinkage=0.01 Tree=899 num_leaves=11 num_cat=4 split_feature=25 4 3 25 2 24 25 1 26 26 split_gain=25203.8 17786.8 13937.3 11082.7 8975.1 7113.55 33100.9 25882.2 3180.24 724.73 threshold=0 333.3454000000001 344.25000000000006 1 279.07800000000003 2 3 105.004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 1 9 2 2 2 left_child=8 2 3 9 5 6 -5 -7 -1 -2 right_child=1 -3 -4 4 -6 7 -8 -9 -10 -11 leaf_value=-0.098828150870708315 0.073036487466759156 0.2566361948295876 -0.25770702885729924 -0.099665130556472484 0.17804563530853817 0.0023500699426138509 -0.0029489601252853286 0.17874444963499195 -0.2052675322089039 0.12260523352256188 leaf_weight=52 54 27 21 379 28 8545 3944 84 61 65 leaf_count=52 54 27 21 379 28 8545 3944 84 61 65 internal_value=0 0.000234238 -0.000293239 0.00011944 -0.000796672 -0.00118391 -0.0116386 0.00406249 -0.14358 0.0923512 internal_weight=0 13147 13120 13099 12980 12952 4323 8629 113 119 internal_count=13260 13147 13120 13099 12980 12952 4323 8629 113 119 cat_boundaries=0 4 8 9 13 cat_threshold=16384 0 2097152 40960 0 16384 34078976 32 688 67109640 2162752 3225419776 512 is_linear=0 shrinkage=0.01 Tree=900 num_leaves=13 num_cat=4 split_feature=25 25 7 26 1 5 25 24 3 5 26 5 split_gain=53175.7 16431.4 13439.2 11146.7 10535.5 6797.21 10752.3 14127.5 8279.78 5237.96 1179.88 462.199 threshold=0 1 355.00000000000006 2022.5000000000002 339.56250000000006 172.87500000000003 2 3 203.96813100000003 228.56250000000003 2022.5000000000002 296.22550000000007 decision_type=9 9 2 2 2 2 9 1 2 2 2 2 left_child=10 3 4 -2 5 6 7 -3 -8 -7 -1 -11 right_child=1 2 -4 -5 -6 9 8 -9 -10 11 -12 -13 leaf_value=-0.20331640839576723 0.023543076980859043 0.026161742311357799 0.25147004558926539 0.21018002235796304 -0.22035821490667082 0.21177194786071776 0.0016773473347646332 -0.046294722447558397 -0.19250637092373588 0.0015513737305350925 -0.15236587220049921 0.062554712118925868 leaf_weight=88 64 356 21 64 22 25 11506 1050 22 23 94 27 leaf_count=88 64 356 21 64 22 25 11506 1050 22 23 94 27 internal_value=0 -0.000153341 -0.00130002 0.108393 -0.00170837 -0.0013386 -0.00188904 -0.0278935 0.00130564 0.0935861 -0.167782 0.0344932 internal_weight=0 13180 13052 128 13031 13009 12934 1406 11528 75 182 50 internal_count=13362 13180 13052 128 13031 13009 12934 1406 11528 75 182 50 cat_boundaries=0 3 7 10 11 cat_threshold=0 16400 524288 0 0 1107296512 131104 138412864 2162752 2164604928 274 is_linear=0 shrinkage=0.01 Tree=901 num_leaves=11 num_cat=3 split_feature=25 25 7 4 5 7 25 5 7 5 split_gain=52117.4 16104.5 13171.8 10480.2 7653.14 13119.9 9651.3 6416.68 2507.26 495.643 threshold=0 1 355.00000000000006 365.72000000000008 172.87500000000003 92.090000000000018 2 228.56250000000003 234.55500000000004 296.22550000000007 decision_type=9 9 2 2 2 2 9 2 2 2 left_child=-1 -2 3 4 5 6 -3 -6 -7 -9 right_child=1 2 -4 -5 7 8 -8 9 -10 -11 leaf_value=-0.16610465425997972 0.10730938933249834 -0.027227638997776832 0.24895534855978832 -0.23042804293241353 0.23421982566515606 -0.17965693625000614 0.0016862669409469044 0.0015358601445737091 -0.046391281142830851 0.064186686107090538 leaf_weight=182 128 1272 21 20 24 48 11596 23 20 28 leaf_count=182 128 1272 21 20 24 48 11596 23 20 28 internal_value=0 -0.00015196 -0.00128717 -0.00169144 -0.00133983 -0.00192381 -0.00119172 0.0993844 -0.140461 0.0359324 internal_weight=0 13180 13052 13031 13011 12936 12868 75 68 51 internal_count=13362 13180 13052 13031 13011 12936 12868 75 68 51 cat_boundaries=0 3 7 11 cat_threshold=0 16400 524288 0 0 1107296512 131104 138412608 536936512 2164604928 256 is_linear=0 shrinkage=0.01 Tree=902 num_leaves=13 num_cat=3 split_feature=25 25 7 4 26 5 7 25 5 7 5 26 split_gain=51134.5 14179 12919.2 11118.3 8665.33 8121.59 12841.6 9391.48 7927.7 2457.36 1920.32 1156.4 threshold=0 1 355.00000000000006 365.72000000000008 2022.5000000000002 172.87500000000003 92.090000000000018 2 228.56250000000003 234.55500000000004 365.72000000000008 2022.5000000000002 decision_type=9 9 2 2 2 2 2 9 2 2 2 2 left_child=11 4 3 5 -2 6 7 -3 -7 -8 -10 -1 right_child=1 2 -4 -5 -6 8 9 -9 10 -11 -12 -13 leaf_value=-0.19962219834327699 0.020579177857522505 -0.026916214903273006 0.24646579628898985 -0.23167672215473084 0.16381366325325744 0.25695559087006942 -0.17786036651271087 0.0015814375667554869 0.082032048255205159 -0.045927369028329848 -0.042878477811813358 -0.14918116777501209 leaf_weight=88 83 1275 21 21 86 23 48 11551 32 20 20 94 leaf_count=88 83 1275 21 21 86 23 48 11551 32 20 20 94 internal_value=0 -0.00014982 -0.00136489 -0.00176659 0.0882461 -0.00139431 -0.00199784 -0.00127119 0.102366 -0.139057 0.0339895 -0.16453 internal_weight=0 13180 13011 12990 169 12969 12894 12826 75 68 52 182 internal_count=13362 13180 13011 12990 169 12969 12894 12826 75 68 52 182 cat_boundaries=0 3 7 10 cat_threshold=0 16400 524288 67108864 0 1073742080 131104 138414656 536936512 2164604928 is_linear=0 shrinkage=0.01 Tree=903 num_leaves=13 num_cat=2 split_feature=25 25 7 26 1 2 0 0 2 26 26 2 split_gain=50116.8 15624.5 12653.3 10793.5 10271.4 8891.98 11087.4 14065 12188.7 1607.94 1133.38 153.293 threshold=0 1 355.00000000000006 2022.5000000000002 339.56250000000006 176.53925000000004 176.53925000000004 220.33000000000001 131.43000000000004 2022.5000000000002 2022.5000000000002 233.80500000000004 decision_type=9 9 2 2 2 2 2 2 2 2 2 2 left_child=10 3 4 -2 5 6 8 -8 -3 -7 -1 -11 right_child=1 2 -4 -5 -6 9 7 -9 -10 11 -12 -13 leaf_value=-0.1976259755004536 0.022128557818941772 -0.0018005911401577555 0.24400113911855792 0.20578536365181208 -0.21755445949055932 -0.042156069524910141 0.32499563631804096 0.033463481583837738 0.24525939416885376 -0.16463031482696533 -0.1476893554976646 -0.12888900025685629 leaf_weight=88 64 12834 21 64 22 23 23 59 20 20 94 30 leaf_count=88 64 12834 21 64 22 23 23 59 20 20 94 30 internal_value=0 -0.000148514 -0.00126668 0.105699 -0.00166291 -0.00129781 -0.000676743 0.115235 -0.00141618 -0.111354 -0.162885 -0.143186 internal_weight=0 13180 13052 128 13031 13009 12936 82 12854 73 182 50 internal_count=13362 13180 13052 128 13031 13009 12936 82 12854 73 182 50 cat_boundaries=0 3 7 cat_threshold=0 16400 524288 0 0 1107296512 131104 is_linear=0 shrinkage=0.01 Tree=904 num_leaves=11 num_cat=5 split_feature=25 25 7 4 24 25 25 0 11 0 split_gain=49119.5 13717 12410.6 10877.8 6781.43 51156.7 25044.7 19474.7 9837.56 4868.19 threshold=0 1 355.00000000000006 365.72000000000008 2 3 4 176.53925000000004 17.849000000000004 12.195500000000001 decision_type=9 9 2 2 1 9 9 2 2 2 left_child=-1 -2 3 4 5 -3 9 -8 -7 -6 right_child=1 2 -4 -5 6 8 7 -9 -10 -11 leaf_value=-0.16125597067798178 0.086796744545328541 0.21246417010078827 0.24156111473128911 -0.22914636841842106 -0.11439161232410698 0.0010757350591459227 -0.0043957993559425833 0.20419748096995882 0.12147124017494312 0.020252167781194052 leaf_weight=182 169 110 21 21 256 4138 8321 45 69 30 leaf_count=182 169 110 21 21 256 4138 8321 45 69 30 internal_value=0 -0.000147029 -0.00134213 -0.00173585 -0.00136762 0.00885801 -0.00647255 -0.00326989 0.00304314 -0.0968807 internal_weight=0 13180 13011 12990 12969 4317 8652 8366 4207 286 internal_count=13362 13180 13011 12990 12969 4317 8652 8366 4207 286 cat_boundaries=0 3 7 8 11 14 cat_threshold=0 16400 524288 67108864 0 1073742080 131104 275 16640 64 35652608 16640 64 50544640 is_linear=0 shrinkage=0.01 Tree=905 num_leaves=14 num_cat=3 split_feature=25 10 25 7 0 4 7 6 26 24 26 4 26 split_gain=17461.3 11936.7 11156.6 13605.3 21378.5 19475.6 10993 10526.1 10049.7 6248.03 5898.69 3921.36 511.972 threshold=0 279.07800000000003 1 162.18600000000004 344.25000000000006 125.83150000000002 239.51250000000002 227.06475000000003 2022.5000000000002 2 2022.5000000000002 255.10500000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 1 2 2 2 left_child=9 2 8 4 5 7 -5 -4 -2 10 -1 -7 -11 right_child=1 -3 3 6 -6 11 -8 -9 -10 12 -12 -13 -14 leaf_value=-0.073755292177200324 0.015261121685222043 0.24573772621154785 0.00060957010144533112 0.28998233408763491 0.31110296942970972 -0.096302942785562271 0.02495535582304001 -0.1639275282774216 0.20498517807010772 -0.1198200854887678 0.086793165014070625 -0.23494766601744821 -0.15935950082999009 leaf_weight=70 59 20 12779 29 22 51 34 39 53 66 34 34 65 leaf_count=70 59 20 12779 29 22 51 34 39 53 66 34 34 65 internal_value=0 0.0016206 0.00124914 0.00035383 -0.000360455 -0.00089151 0.146952 0.00010895 0.0964313 -0.0835853 -0.0194027 -0.151761 -0.12955 internal_weight=0 13120 13100 12988 12925 12903 63 12818 112 235 104 85 131 internal_count=13355 13120 13100 12988 12925 12903 63 12818 112 235 104 85 131 cat_boundaries=0 4 8 9 cat_threshold=0 65536 1107361792 16818176 0 16384 2228480 131072 53 is_linear=0 shrinkage=0.01 Tree=906 num_leaves=15 num_cat=3 split_feature=25 2 10 25 7 0 6 26 26 7 24 26 2 26 split_gain=17113.8 16210.2 19083.8 14262.5 20210 25299.7 13874.6 13438 12675 7897.06 6123.69 5781.31 1869.59 501.784 threshold=0 176.53925000000004 259.57500000000005 1 162.18600000000004 344.25000000000006 227.06475000000003 2022.5000000000002 2022.5000000000002 239.51250000000002 2 2022.5000000000002 233.80500000000004 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 1 2 2 2 left_child=10 2 3 7 5 6 -5 -2 -3 -6 11 -1 -10 -12 right_child=1 8 -4 4 9 -7 -8 -9 12 -11 13 -13 -14 -15 leaf_value=-0.073017739398138867 0.019319262196277748 0.04908701191345851 0.29026156000469039 0.00013282853658375506 0.30734794642244068 0.34692262013753256 -0.18411941874863172 0.24424929301957693 -0.15039110660552979 0.075662446810353196 -0.11862188449524569 0.085925232329789339 -0.27223828547141132 -0.15776590453661407 leaf_weight=70 58 24 23 12791 28 21 41 49 20 31 66 34 34 65 leaf_count=70 58 24 23 12791 28 21 41 49 20 31 66 34 34 65 internal_value=0 0.00160439 0.00246523 0.00195679 0.00095858 0.000111685 -0.000455883 0.11187 -0.142126 0.185615 -0.0827494 -0.0192086 -0.22711 -0.128254 internal_weight=0 13120 13042 13019 12912 12853 12832 107 78 59 235 104 54 131 internal_count=13355 13120 13042 13019 12912 12853 12832 107 78 59 235 104 54 131 cat_boundaries=0 4 8 9 cat_threshold=0 65536 1107361792 16818176 0 16384 2228480 131072 53 is_linear=0 shrinkage=0.01 Tree=907 num_leaves=10 num_cat=3 split_feature=25 10 25 0 6 6 18 24 6 split_gain=16773.2 11496.4 10705 11761.1 11684.3 8990.66 8130.52 6001.83 452.805 threshold=0 279.07800000000003 1 344.25000000000006 227.06475000000003 169.68000000000004 90.340000000000018 2 284.98750000000007 decision_type=9 2 9 2 2 2 2 1 2 left_child=7 2 -2 4 5 6 -4 -1 -6 right_child=1 -3 3 -5 8 -7 -8 -9 -10 leaf_value=-0.019016543726126354 0.094459423449684374 0.24116055870056152 0.00047251207323163508 0.22151257594426471 -0.19192480962384831 0.20248689012093976 -0.20130889618396758 -0.12697155931317214 -0.12911643862724304 leaf_weight=104 112 20 12876 24 22 22 20 131 24 leaf_count=104 112 20 12876 24 22 22 20 131 24 internal_value=0 0.00158835 0.0012238 0.000346804 -6.23682e-05 0.000504149 0.000159576 -0.0819219 -0.159155 internal_weight=0 13120 13100 12988 12964 12918 12896 235 46 internal_count=13355 13120 13100 12988 12964 12918 12896 235 46 cat_boundaries=0 4 8 9 cat_threshold=0 65536 1107361792 16818176 0 16384 2228480 131072 53 is_linear=0 shrinkage=0.01 Tree=908 num_leaves=14 num_cat=3 split_feature=25 10 25 7 8 1 6 7 26 24 26 1 26 split_gain=16463.4 11267.5 10509.4 13029.3 11544.8 11684.4 17102 10609 9651.43 5890.35 5666.26 3167.07 491.799 threshold=0 279.07800000000003 1 162.18600000000004 255.10500000000002 114.12500000000001 227.06475000000003 239.51250000000002 2022.5000000000002 2 2022.5000000000002 316.3010000000001 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 1 2 2 2 left_child=9 2 8 4 5 6 -4 -5 -2 10 -1 -7 -11 right_child=1 -3 3 7 -6 11 -8 -9 -10 12 -12 -13 -14 leaf_value=-0.072097395181655893 0.013965683741084601 0.23874895143508912 -0.00095058705120170718 0.28431519204172595 0.239716378480196 0.078134850511349829 -0.21341077566146852 0.023958167179542432 0.19989205271005631 -0.11616595017187523 0.085256146920077949 0.21831731492280959 -0.15491852952883794 leaf_weight=70 59 20 12764 29 20 83 38 34 53 66 34 20 65 leaf_count=70 59 20 12764 29 20 83 38 34 53 66 34 20 65 internal_value=0 0.00157318 0.00121229 0.000343336 -0.00035567 -0.000727731 -0.00158123 0.143805 0.0935922 -0.0811623 -0.0188431 0.105355 -0.125792 internal_weight=0 13120 13100 12988 12925 12905 12802 63 112 235 104 103 131 internal_count=13355 13120 13100 12988 12925 12905 12802 63 112 235 104 103 131 cat_boundaries=0 4 8 9 cat_threshold=0 65536 1107361792 16818176 0 16384 2228480 131072 53 is_linear=0 shrinkage=0.01 Tree=909 num_leaves=15 num_cat=3 split_feature=25 2 10 25 0 26 26 1 6 24 26 26 2 26 split_gain=16135.8 16003.9 18239.1 13533 14363.6 12951.6 12465.7 10871.7 11164.9 5773.13 5553.5 1979.34 1829.88 482.012 threshold=0 176.53925000000004 259.57500000000005 1 344.25000000000006 2022.5000000000002 2022.5000000000002 114.12500000000001 227.06475000000003 2 2022.5000000000002 2022.5000000000002 233.80500000000004 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 1 2 2 2 2 left_child=9 2 3 5 7 -2 -3 8 -5 10 -1 -9 -8 -11 right_child=1 6 -4 4 -6 -7 12 11 -10 13 -12 -13 -14 -15 leaf_value=-0.071376422575541915 0.018041826445480875 0.048372448682785035 0.2837678255205569 0.0002179135715663208 0.25062265396118166 0.2388632682878144 -0.14963460612297058 0.043764072849470023 -0.16711333091184497 -0.11500429152087732 0.084403588088119735 0.13817964220419526 -0.27018101432744196 -0.15336934287731466 leaf_weight=70 58 24 23 12751 23 49 20 34 40 66 34 64 34 65 leaf_count=70 58 24 23 12751 23 49 20 34 40 66 34 64 34 65 internal_value=0 0.00155745 0.00241276 0.00191571 0.000943343 0.108981 -0.141255 0.00049853 -0.000305364 -0.0803507 -0.0186546 0.105423 -0.225534 -0.124534 internal_weight=0 13120 13042 13019 12912 107 78 12889 12791 235 104 98 54 131 internal_count=13355 13120 13042 13019 12912 107 78 12889 12791 235 104 98 54 131 cat_boundaries=0 4 8 9 cat_threshold=0 65536 1107361792 16818176 0 16384 2228480 131072 53 is_linear=0 shrinkage=0.01 Tree=910 num_leaves=9 num_cat=1 split_feature=25 26 9 6 14 14 10 7 split_gain=16460.6 24412.5 18668.4 19483.2 7976.22 9451.24 20653.9 8680.96 threshold=0 2022.5000000000002 285.62500000000006 337.52040000000005 192.44922000000003 66.397500000000022 255.10500000000002 279.07800000000003 decision_type=9 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 7 -2 right_child=2 -3 -4 -5 -6 -7 -8 -9 leaf_value=-0.016865553075962877 0.0015538058680909027 0.20985103771400948 0.30666569942235944 -0.28987999439239504 -0.1702696325160839 0.19225365566519592 -0.31970387578010562 0.19600405537563823 leaf_weight=94 12839 96 20 23 27 26 20 23 leaf_count=94 12839 96 20 23 27 26 20 23 internal_value=0 0.0928017 0.00138056 0.000910434 0.00142749 0.00178664 0.00140221 0.00190152 internal_weight=0 190 12978 12958 12935 12908 12882 12862 internal_count=13168 190 12978 12958 12935 12908 12882 12862 cat_boundaries=0 3 cat_threshold=0 0 2150105344 is_linear=0 shrinkage=0.01 Tree=911 num_leaves=13 num_cat=5 split_feature=25 26 3 25 24 26 8 17 25 24 5 26 split_gain=16133 23926.7 22324.2 13217.7 49062.6 8975.55 6205.87 6101.87 6234.94 24523.3 7567.58 5334.26 threshold=0 2022.5000000000002 333.3454000000001 1 2 2022.5000000000002 263.93200000000007 95.142500000000013 3 4 211.12500000000003 2022.5000000000002 decision_type=9 2 2 9 1 2 2 2 9 1 2 2 left_child=1 -1 3 4 11 -6 7 8 9 -5 -10 -2 right_child=2 -3 -4 6 5 -7 -8 -9 10 -11 -12 -13 leaf_value=-0.016696899336703281 0.18472600559393568 0.20775253513827921 0.27384191944201791 -0.030683319298122624 -0.10318808721977732 -0.23870304024920747 0.17409616152445476 0.17236488183339435 -0.00089181460984385629 0.06052185548753207 0.18475463628768921 0.042823077073464035 leaf_weight=94 54 96 30 492 115 85 21 21 11374 712 22 52 leaf_count=94 54 96 30 492 115 85 21 21 11374 712 22 52 internal_value=0 0.0918737 0.00136675 0.000736496 -0.0631468 -0.153126 0.0023309 0.00204695 0.00176308 0.0233062 -0.000532956 0.10519 internal_weight=0 190 12978 12948 306 200 12642 12621 12600 1204 11396 106 internal_count=13168 190 12978 12948 306 200 12642 12621 12600 1204 11396 106 cat_boundaries=0 3 7 8 12 13 cat_threshold=0 0 2150105344 0 24640 1077938176 16777216 2218 67125768 623248 34029568 2269216 908 is_linear=0 shrinkage=0.01 Tree=912 num_leaves=17 num_cat=4 split_feature=25 26 9 6 4 24 2 4 4 25 11 6 0 24 26 26 split_gain=15811.9 23450.5 18205.5 19035.4 9609.64 28199.4 24328.8 19695.1 13744.1 11584.4 7421.04 7408.01 4853.67 4750.95 7116.43 173.262 threshold=0 2022.5000000000002 285.62500000000006 337.52040000000005 28.885500000000004 1 17.424400000000006 36.89500000000001 263.93200000000007 2 170.05500000000004 227.06475000000003 7.1800000000000006 3 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 1 2 2 2 9 2 2 2 1 2 2 left_child=1 -1 3 4 9 6 7 -6 12 13 11 -11 -7 14 -2 -15 right_child=2 -3 -4 -5 5 8 -8 -9 -10 10 -12 -13 -14 15 -16 -17 leaf_value=-0.016529930145182507 -0.071328893152872719 0.20567501520117124 0.30282962673902508 -0.2865402727541716 0.35503232543285079 0.024867154948156455 0.4949090600013733 0.039170430091823021 -0.28069905954599383 0.0021696006200894939 -0.14397457586015974 -0.1814950157295574 -0.14381159114837647 -0.032971039837406527 -0.24401719011579243 -0.0087047586909362248 leaf_weight=94 75 96 20 23 26 116 20 82 20 12366 35 22 20 62 35 56 leaf_count=94 75 96 20 23 26 116 20 82 20 12366 35 22 20 62 35 56 internal_value=0 0.0909549 0.00135332 0.000889048 0.00140013 0.0589274 0.161891 0.115211 -0.0337688 0.000108714 0.00143146 0.00184343 6.1457e-05 -0.0689997 -0.115752 -0.0197787 internal_weight=0 190 12978 12958 12935 284 128 108 156 12651 12423 12388 136 228 110 118 internal_count=13168 190 12978 12958 12935 284 128 108 156 12651 12423 12388 136 228 110 118 cat_boundaries=0 3 4 8 9 cat_threshold=0 0 2150105344 1578 0 64 1077936128 16777216 1569 is_linear=0 shrinkage=0.01 Tree=913 num_leaves=13 num_cat=3 split_feature=25 26 3 25 26 4 4 0 25 13 2 4 split_gain=15497.3 22983.9 21823 12732 10739.9 8309.6 6973.78 6545.95 8042.23 12786.2 7136.83 837.381 threshold=0 2022.5000000000002 333.3454000000001 1 2022.5000000000002 149.69580000000005 285.62500000000006 241.78314000000003 2 33.525000000000013 199.12500000000003 219.40000000000003 decision_type=9 2 2 9 2 2 2 2 9 2 2 2 left_child=1 -1 3 4 -2 7 11 8 9 -5 -10 -7 right_child=2 -3 -4 5 -6 6 -8 -9 10 -11 -12 -13 leaf_value=-0.016364633092220793 -0.010667008732902935 0.2036182498683532 0.27073889674743018 0.03325789672162334 -0.12980681970171684 0.21057092134769145 -0.049285280868411066 -0.12768416001246524 -7.9658421180972848e-07 -0.21594470682598296 -0.15984793799264091 0.13031264580213106 leaf_weight=94 169 96 30 1052 137 26 20 39 11430 21 28 26 leaf_count=94 169 96 30 1052 137 26 20 39 11430 21 28 26 internal_value=0 0.0900454 0.00133978 0.000716632 -0.0619818 0.00228147 0.109406 0.00166968 0.00207227 0.0281186 -0.000391075 0.170442 internal_weight=0 190 12978 12948 306 12642 72 12570 12531 1073 11458 52 internal_count=13168 190 12978 12948 306 12642 72 12570 12531 1073 11458 52 cat_boundaries=0 3 7 11 cat_threshold=0 0 2150105344 0 24640 1077938176 16777216 67125760 2654336 50806784 2138144 is_linear=0 shrinkage=0.01 Tree=914 num_leaves=11 num_cat=1 split_feature=3 4 7 4 13 4 8 24 11 3 split_gain=14182.5 16911.3 9742.65 7297.34 22163.1 24934.9 12307 11842.7 6886.75 4290.72 threshold=333.3454000000001 285.62500000000006 287.60640000000006 28.885500000000004 20.392400000000006 31.236250000000002 279.07800000000003 0 170.05500000000004 189.44922000000003 decision_type=2 2 2 2 2 2 2 1 2 2 left_child=1 2 3 6 5 -5 8 -7 9 -1 right_child=-2 -3 -4 4 -6 7 -8 -9 -10 -11 leaf_value=0.0030947246814694331 0.20369352034160071 -0.23502787032723427 -0.19455188732147219 0.35821048100789393 0.37517114910483357 0.069602307730307011 -0.24589284992218019 -0.070356320570553507 -0.13031823378342849 -0.10063835898041726 leaf_weight=12716 35 30 25 21 20 108 20 114 39 40 leaf_count=12716 35 30 25 21 20 108 20 114 39 40 internal_value=0 0.00212646 0.00266944 0.00304645 0.0551891 0.0288531 0.00197633 -0.0023023 0.00236378 0.00276944 internal_weight=0 13133 13103 13078 263 243 12815 222 12795 12756 internal_count=13168 13133 13103 13078 263 243 12815 222 12795 12756 cat_boundaries=0 1 cat_threshold=3368 is_linear=0 shrinkage=0.01 Tree=915 num_leaves=16 num_cat=4 split_feature=25 4 14 3 25 24 25 17 26 14 26 26 7 3 3 split_gain=35986.2 18474.3 11200.1 7705.65 8398.87 83592 28975.1 14425.3 11243.1 9039.3 4876.24 3081.89 4018.13 3389.72 2163.12 threshold=0 344.25000000000006 206.70431000000005 53.073000000000015 1 2 3 95.142500000000013 2022.5000000000002 66.397500000000022 2022.5000000000002 2022.5000000000002 2.1510000000000002 166.68000000000004 189.44922000000003 decision_type=9 2 2 2 9 1 9 2 2 2 2 2 2 2 2 left_child=10 2 3 4 5 8 -7 9 -2 -6 -1 14 13 -13 -5 right_child=1 -3 -4 11 7 6 -8 -9 -10 -11 -12 12 -14 -15 -16 leaf_value=-0.092985096762898151 0.3266788146699347 0.26649304004386065 -0.2208107964888863 0.045000484398433141 -0.0021207779149717775 -0.14496532582145716 0.013951441537234321 0.26056970800672258 0.158972617601737 0.20553405534653435 -0.19566682750764103 -0.064598604516600669 0.029408812197771941 -0.18060552783931297 -0.078260914199054246 leaf_weight=93 82 26 23 35 11857 130 631 21 78 21 92 53 22 48 24 leaf_count=93 82 26 23 35 11857 130 631 21 78 21 92 53 22 48 24 internal_value=0 0.00019742 -0.000333998 5.60166e-05 0.000973274 0.0298982 -0.0147241 -0.0012896 0.230515 -0.00175365 -0.136661 -0.0645552 -0.0930553 -0.119731 -0.00513975 internal_weight=0 13051 13025 13002 12820 921 761 11899 160 11878 185 182 123 101 59 internal_count=13236 13051 13025 13002 12820 921 761 11899 160 11878 185 182 123 101 59 cat_boundaries=0 3 7 8 12 cat_threshold=0 0 2181169408 520 2113536 1080887296 2236960 96 0 16384 2424832 131104 is_linear=0 shrinkage=0.01 Tree=916 num_leaves=16 num_cat=4 split_feature=25 4 14 3 25 24 25 17 26 14 26 2 26 3 3 split_gain=35269.5 18106.8 10977.1 7552.07 8224.23 81940.2 28436.6 14138.3 11019.4 8859.42 4779.21 4718.08 3219.51 2226.11 1297.7 threshold=0 344.25000000000006 206.70431000000005 53.073000000000015 1 2 3 95.142500000000013 2022.5000000000002 66.397500000000022 2022.5000000000002 23.347670000000004 2022.5000000000002 233.80500000000004 189.44922000000003 decision_type=9 2 2 2 9 1 9 2 2 2 2 2 2 2 2 left_child=10 2 3 4 5 8 -7 9 -2 -6 -1 12 14 -14 -5 right_child=1 -3 -4 11 7 6 -8 -9 -10 -11 -12 -13 13 -15 -16 leaf_value=-0.092055246493508741 0.32341202898723326 0.26382811210476437 -0.21860268945279329 0.057996484674513342 -0.0020995701068984083 -0.1436192195410175 0.01381410260729829 0.25796401182810469 0.1573828955185719 0.20347873222260249 -0.19371015711970951 -0.2088165965974331 -0.10559576149170216 -0.0054208721749244198 -0.043171014452264428 leaf_weight=93 82 26 23 32 11857 130 631 21 78 21 92 20 78 31 21 leaf_count=93 82 26 23 32 11857 130 631 21 78 21 92 20 78 31 21 internal_value=0 0.000194442 -0.000331664 5.44489e-05 0.000962519 0.0295852 -0.0145938 -0.00127671 0.22821 -0.00173611 -0.135295 -0.0639096 -0.0460199 -0.0771057 0.0179112 internal_weight=0 13051 13025 13002 12820 921 761 11899 160 11878 185 182 162 109 53 internal_count=13236 13051 13025 13002 12820 921 761 11899 160 11878 185 182 162 109 53 cat_boundaries=0 3 7 8 12 cat_threshold=0 0 2181169408 520 2113536 1080887296 2236960 96 0 16384 2424832 131104 is_linear=0 shrinkage=0.01 Tree=917 num_leaves=11 num_cat=2 split_feature=25 18 14 5 8 9 25 5 5 26 split_gain=34567.2 6817.66 10782.2 7739.73 13560.9 10264.6 10382.1 4961.46 4935.39 4684.1 threshold=0 113.67000000000002 206.70431000000005 172.87500000000003 272.07425000000006 273.29900000000004 1 217.36500000000004 284.98750000000007 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 2 2 left_child=9 2 3 4 5 6 -2 -5 -9 -1 right_child=1 -3 -4 7 -6 -7 -8 8 -10 -11 leaf_value=-0.091134695769638147 0.053448989337154973 0.18468024048209192 -0.21641666329425313 0.2341210056486584 -0.24833601258017801 -0.22621984702348708 -0.0010175293187694688 -0.070146555364131932 0.13553124598094396 -0.19177305586312127 leaf_weight=93 350 20 23 21 22 20 12547 20 28 92 leaf_count=93 350 20 23 21 22 20 12547 20 28 92 internal_value=0 0.000191504 -9.15023e-05 0.000290991 -0.000272298 0.000150199 0.000501242 0.10592 0.0498322 -0.133942 internal_weight=0 13051 13031 13008 12939 12917 12897 69 48 185 internal_count=13236 13051 13031 13008 12939 12917 12897 69 48 185 cat_boundaries=0 3 7 cat_threshold=0 0 2181169408 256 16384 1080885248 2269696 is_linear=0 shrinkage=0.01 Tree=918 num_leaves=15 num_cat=2 split_feature=25 4 14 3 25 17 1 1 14 26 26 3 3 3 split_gain=33879.5 17690.5 10544.1 7421.31 7974.39 13828.6 12315.6 16573.2 8683.3 4590.89 2964.28 2088.8 1814.75 6506.18 threshold=0 344.25000000000006 206.70431000000005 53.073000000000015 1 95.142500000000013 243.26250000000002 92.090000000000018 66.397500000000022 2022.5000000000002 2022.5000000000002 189.44922000000003 233.80500000000004 166.68000000000004 decision_type=9 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 6 8 7 -2 -6 -1 11 -5 13 -12 right_child=1 -3 -4 10 5 -7 -8 -9 -10 -11 12 -13 -14 -15 leaf_value=-0.090223348717535692 0.028435597139559732 0.2607758593100768 -0.21425249597300652 0.044182451827185491 -0.0020705604646815388 0.25512926442282541 -0.21599092015624044 0.31954906719923021 0.20145410912377493 -0.18985532539694205 -0.067239135666327041 -0.076942832159499333 -0.031598214970694649 -0.26932744071597148 leaf_weight=93 881 26 23 35 11857 21 20 20 21 92 66 24 36 21 leaf_count=93 881 26 23 35 11857 21 20 20 21 92 66 24 36 21 internal_value=0 0.000189991 -0.000330035 4.8385e-05 0.00094856 -0.00125639 0.0291331 0.0348976 -0.00171073 -0.132602 -0.0633595 -0.00508885 -0.0913105 -0.116019 internal_weight=0 13051 13025 13002 12820 11899 921 901 11878 185 182 59 123 87 internal_count=13236 13051 13025 13002 12820 11899 921 901 11878 185 182 59 123 87 cat_boundaries=0 3 7 cat_threshold=0 0 2181169408 520 2113536 1080887296 2236960 is_linear=0 shrinkage=0.01 Tree=919 num_leaves=14 num_cat=2 split_feature=25 4 7 5 8 6 6 25 5 5 26 6 5 split_gain=34249.5 17468.7 10376.4 8813.57 39954.9 12319.7 15241.8 9508.53 2064.55 4027.3 1137.38 430.464 87.1622 threshold=0 344.25000000000006 284.98750000000007 66.907500000000013 5.2798230000000013 228.56250000000003 169.68000000000004 1 172.87500000000003 228.56250000000003 2022.5000000000002 287.60640000000006 103.75577000000001 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 2 left_child=10 2 3 5 8 6 7 -2 12 -10 -1 -7 -5 right_child=1 -3 -4 4 -6 11 -8 -9 9 -11 -12 -13 -14 leaf_value=-0.11832049511373044 0.04725479526096895 0.25427349117067122 -0.20808822765946389 -0.029807711731303824 0.49316453015804296 -0.20705687028169631 0.26895231237723716 -0.0022192652581222148 0.14918418967205546 -0.017658333992346741 -0.16901996994621299 -0.14223285266331265 -0.057364332377910617 leaf_weight=88 391 27 24 22 20 20 21 12427 23 39 89 21 24 leaf_count=88 391 27 24 22 20 20 21 12427 23 39 89 21 24 internal_value=0 0.000176964 -0.000349343 3.39391e-05 0.0826042 -0.000786635 -0.000233961 -0.000674975 0.00657452 0.0442349 -0.136123 -0.173854 -0.0441851 internal_weight=0 13059 13032 13008 128 12880 12839 12818 108 62 177 41 46 internal_count=13236 13059 13032 13008 128 12880 12839 12818 108 62 177 41 46 cat_boundaries=0 3 7 cat_threshold=0 524288 33685760 8 16384 1080887296 2105888 is_linear=0 shrinkage=0.01 Tree=920 num_leaves=12 num_cat=2 split_feature=25 26 0 25 1 6 7 13 26 5 6 split_gain=17179.3 33212.4 14402.3 17864.4 8299.78 7829.45 7002.03 6162.6 1332.62 925.076 6097.41 threshold=0 2022.5000000000002 344.25000000000006 1 272.07425000000006 100.59300000000002 211.12500000000003 214.15000000000003 2022.5000000000002 2.2885000000000004 230.65000000000003 decision_type=9 2 2 9 2 2 2 2 2 2 2 left_child=1 -1 3 8 5 6 7 -5 -2 10 -7 right_child=2 -3 -4 4 -6 9 -8 -9 -10 -11 -12 leaf_value=-0.044564357033142682 -0.075996702665923746 0.31284304390446499 0.23421553905193623 0.0010597843282110359 -0.14952506801566562 -0.031773867982457266 0.13495582428498146 -0.15933174381653467 -0.13012859160980481 -0.023402929902076722 -0.20334922425887164 leaf_weight=52 93 52 26 12851 37 53 39 24 89 20 34 leaf_count=52 93 52 26 12851 37 53 39 24 89 20 34 internal_value=0 0.122373 -0.000911367 -0.00137378 3.5218e-05 0.00046023 0.00116607 0.000760802 -0.0971309 -0.0847285 -0.0988263 internal_weight=0 104 13266 13240 13058 13021 12914 12875 182 107 87 internal_count=13370 104 13266 13240 13058 13021 12914 12875 182 107 87 cat_boundaries=0 3 6 cat_threshold=16384 0 33571072 0 64 524288 is_linear=0 shrinkage=0.01 Tree=921 num_leaves=12 num_cat=2 split_feature=25 26 0 25 1 6 7 13 8 6 26 split_gain=16710.3 16416.5 14124.4 17482.6 8389.86 7410.47 6871.47 6241.66 2028.17 3270.23 1306.11 threshold=0 2022.5000000000002 344.25000000000006 1 272.07425000000006 100.59300000000002 211.12500000000003 214.15000000000003 2.8373970000000006 211.12500000000003 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 left_child=1 -1 3 10 5 6 7 -5 9 -7 -2 right_child=2 -3 -4 4 -6 8 -8 -9 -10 -11 -12 leaf_value=0.0063044159334214016 -0.075236737471754828 0.2392704738775889 0.23187339195838341 0.00096289138607823905 -0.1524857782986429 -0.040863095838576557 0.13360627190424848 -0.16391968789307967 0.0078202506005764002 -0.16422684366052803 -0.12882730514815685 leaf_weight=61 93 60 26 12837 36 42 39 23 20 44 89 leaf_count=61 93 60 26 12837 36 42 39 23 20 44 89 internal_value=0 0.112525 -0.000973537 -0.00143211 -3.63333e-05 0.000385644 0.00106994 0.000668 -0.0828852 -0.103979 -0.0961596 internal_weight=0 121 13249 13223 13041 13005 12899 12860 106 86 182 internal_count=13370 121 13249 13223 13041 13005 12899 12860 106 86 182 cat_boundaries=0 4 7 cat_threshold=16384 0 33571072 131072 0 64 524288 is_linear=0 shrinkage=0.01 Tree=922 num_leaves=12 num_cat=2 split_feature=25 26 0 25 1 6 7 13 8 6 26 split_gain=16377.7 16089.8 13843.3 17134.7 8222.9 7263 6734.73 6117.45 1987.81 3205.16 1280.11 threshold=0 2022.5000000000002 344.25000000000006 1 272.07425000000006 100.59300000000002 211.12500000000003 214.15000000000003 2.8373970000000006 211.12500000000003 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 left_child=1 -1 3 10 5 6 7 -5 9 -7 -2 right_child=2 -3 -4 4 -6 8 -8 -9 -10 -11 -12 leaf_value=0.0062413663160605509 -0.074484372292795489 0.23687777554026493 0.2295546553685115 0.00095326241287474499 -0.15096091911610629 -0.040454464768990873 0.13227020545647694 -0.16228048863618269 0.00774204096198082 -0.16258457655256447 -0.1275390333138155 leaf_weight=61 93 60 26 12837 36 42 39 23 20 44 89 leaf_count=61 93 60 26 12837 36 42 39 23 20 44 89 internal_value=0 0.1114 -0.000963802 -0.00141779 -3.597e-05 0.000381788 0.00105924 0.00066132 -0.0820563 -0.10294 -0.095198 internal_weight=0 121 13249 13223 13041 13005 12899 12860 106 86 182 internal_count=13370 121 13249 13223 13041 13005 12899 12860 106 86 182 cat_boundaries=0 4 7 cat_threshold=16384 0 33571072 131072 0 64 524288 is_linear=0 shrinkage=0.01 Tree=923 num_leaves=14 num_cat=5 split_feature=25 26 0 25 1 24 25 25 10 26 4 26 26 split_gain=16051.8 15769.6 13567.8 16793.7 8059.26 6572.03 44396.5 40874.2 42086.8 13497 9580.47 2383.22 1254.64 threshold=0 2022.5000000000002 344.25000000000006 1 272.07425000000006 2 3 4 140.32000000000002 2022.5000000000002 219.40000000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 1 9 9 2 2 2 2 2 left_child=1 -1 3 12 5 7 11 9 -9 -5 -8 -7 -2 right_child=2 -3 -4 4 -6 6 10 8 -10 -11 -12 -13 -14 leaf_value=0.0061789577124548743 -0.073739526887093829 0.23450900769730409 0.22725910406846267 0.083645951900540333 -0.1494513114521073 -0.17342930233037032 -0.0019721983951194234 0.00212903881431028 0.46173530611395835 0.26862972899487142 -0.19805961432456973 -0.26875171479056864 -0.12626363641760324 leaf_weight=61 93 60 26 82 36 54 7462 5235 20 76 25 51 89 leaf_count=61 93 60 26 82 36 54 7462 5235 20 76 25 51 89 internal_value=0 0.110286 -0.000954163 -0.00140361 -3.56103e-05 0.00037797 -0.00562215 0.00878758 0.00387089 0.16235 -0.00262345 -0.200622 -0.094246 internal_weight=0 121 13249 13223 13041 13005 7592 5413 5255 158 7487 105 182 internal_count=13370 121 13249 13223 13041 13005 7592 5413 5255 158 7487 105 182 cat_boundaries=0 4 7 8 11 14 cat_threshold=16384 0 33571072 131072 0 64 524288 1069 0 16400 2097152 1 16 2359296 is_linear=0 shrinkage=0.01 Tree=924 num_leaves=11 num_cat=5 split_feature=25 26 0 25 1 2 24 25 25 26 split_gain=15732.4 15455.8 13297.8 16459.5 7898.88 6498.87 6389.96 43730.6 41777.8 1229.67 threshold=0 2022.5000000000002 344.25000000000006 1 272.07425000000006 285.62500000000006 2 3 4 2022.5000000000002 decision_type=9 2 2 9 2 2 1 9 9 2 left_child=1 -1 3 9 5 6 8 -8 -5 -2 right_child=2 -3 -4 4 -6 -7 7 -9 -10 -11 leaf_value=0.0061171627533240392 -0.07300213288235409 0.23216393359502158 0.22498652311471795 0.16469902450453019 -0.14795679771858786 -0.16402974036832649 -0.20050733356876713 -0.0022921335258624482 0.0040107979639634247 -0.12500100435835593 leaf_weight=61 93 60 26 157 36 24 103 7470 5251 89 leaf_count=61 93 60 26 157 36 24 103 7470 5251 89 internal_value=0 0.109183 -0.000944622 -0.00138958 -3.52541e-05 0.00037419 0.000678149 -0.00524891 0.00897112 -0.0933036 internal_weight=0 121 13249 13223 13041 13005 12981 7573 5408 182 internal_count=13370 121 13249 13223 13041 13005 12981 7573 5408 182 cat_boundaries=0 4 7 8 11 14 cat_threshold=16384 0 33571072 131072 0 64 524288 1069 0 16400 2097152 1 16 2359296 is_linear=0 shrinkage=0.01 Tree=925 num_leaves=10 num_cat=2 split_feature=0 3 3 25 26 2 25 2 26 split_gain=15318.8 14378.4 45497.7 19215.8 15579.4 14648.8 19805.7 10212.2 935.785 threshold=365.72000000000008 376.61250000000007 285.62500000000006 0 2022.5000000000002 279.07800000000003 1 233.80500000000004 2022.5000000000002 decision_type=2 2 2 9 2 2 9 2 2 left_child=1 2 3 4 -1 6 8 -8 -5 right_child=-2 -3 -4 5 -6 -7 7 -9 -10 leaf_value=0.027721542958485879 -0.2360870608577022 -0.26557840774953367 0.46784559212979815 -0.079050068958447531 0.2651372108092675 0.21456024758517742 0.0022646313816224815 -0.22387713146209717 -0.12200389828344788 leaf_weight=59 27 20 21 104 52 32 12936 20 99 leaf_count=59 27 20 21 104 52 32 12936 20 99 internal_value=0 0.0023473 0.0027495 0.00201524 0.12746 0.000862364 0.000343349 0.00191406 -0.0953033 internal_weight=0 13343 13323 13302 111 13191 13159 12956 203 internal_count=13370 13343 13323 13302 111 13191 13159 12956 203 cat_boundaries=0 3 6 cat_threshold=0 16384 6291712 0 64 1074266112 is_linear=0 shrinkage=0.01 Tree=926 num_leaves=8 num_cat=0 split_feature=0 3 3 4 2 2 5 split_gain=15013.9 14092.3 44592.3 14560.4 12481.3 10412.3 7018.68 threshold=365.72000000000008 376.61250000000007 285.62500000000006 293.85000000000008 279.07800000000003 233.80500000000004 287.60640000000006 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=0.0026633978818493683 -0.23372619346336085 -0.26292262676358225 0.46316712039567182 -0.2218327552182921 0.1938360545915716 -0.220501150063106 -0.16505039653778078 leaf_weight=13193 27 20 21 29 34 21 25 leaf_count=13193 27 20 21 29 34 21 25 internal_value=0 0.00232382 0.002722 0.00199509 0.00248413 0.00199271 0.00234619 internal_weight=0 13343 13323 13302 13273 13239 13218 internal_count=13370 13343 13323 13302 13273 13239 13218 is_linear=0 shrinkage=0.01 Tree=927 num_leaves=10 num_cat=2 split_feature=0 3 3 25 26 2 25 2 26 split_gain=14715.1 13811.8 43704.9 18852.8 15286.9 14115.7 19376.5 9810.96 912.191 threshold=365.72000000000008 376.61250000000007 285.62500000000006 0 2022.5000000000002 279.07800000000003 1 233.80500000000004 2022.5000000000002 decision_type=2 2 2 9 2 2 9 2 2 left_child=1 2 3 4 -1 6 8 -8 -5 right_child=-2 -3 -4 5 -6 -7 7 -9 -10 leaf_value=0.027428991678407635 -0.23138892986156323 -0.26029340329766276 0.4585354412595431 -0.078243158929623094 0.26260553176586443 0.21060618032701314 0.0022209819030466647 -0.21943334853649141 -0.12065202149477872 leaf_weight=59 27 20 21 104 52 32 12936 20 99 leaf_count=59 27 20 21 104 52 32 12936 20 99 internal_value=0 0.00230058 0.00269478 0.00197514 0.12623 0.000833233 0.000323742 0.00187737 -0.0942809 internal_weight=0 13343 13323 13302 111 13191 13159 12956 203 internal_count=13370 13343 13323 13302 111 13191 13159 12956 203 cat_boundaries=0 3 6 cat_threshold=0 16384 6291712 0 64 1074266112 is_linear=0 shrinkage=0.01 Tree=928 num_leaves=13 num_cat=2 split_feature=0 25 10 25 26 1 6 5 26 1 6 26 split_gain=14422.3 12846.3 16564.1 11856.7 11636.4 6894.3 10065.9 9925.86 2833.28 3037.12 972.454 490.598 threshold=365.72000000000008 0 279.07800000000003 1 2022.5000000000002 181.87500000000003 227.06475000000003 228.56250000000003 2022.5000000000002 238.08750000000003 272.07425000000006 2022.5000000000002 decision_type=2 9 2 9 2 2 2 2 2 2 2 2 left_child=1 4 3 11 -1 6 7 -5 -7 -10 -8 -3 right_child=-2 2 -4 5 -6 8 10 -9 9 -11 -12 -13 leaf_value=0.016530004256084318 -0.22907503905119719 -0.065558458173816864 0.28888655829429627 0.0025033013804690992 0.21711192148382016 0.018958079447703703 -0.10260129034519196 -0.14465343832969665 0.057887142726353237 0.22101588051319124 -0.19773791659962048 -0.098763986128071954 leaf_weight=61 27 88 20 12866 55 28 21 46 21 25 22 90 leaf_count=61 27 88 20 12866 55 28 21 46 21 25 22 90 internal_value=0 0.00227758 0.00131754 0.000883055 0.102774 0.00201859 0.00147036 0.00197904 0.0982683 0.146544 -0.151276 -0.0779676 internal_weight=0 13343 13227 13207 116 13029 12955 12912 74 46 43 178 internal_count=13370 13343 13227 13207 116 13029 12955 12912 74 46 43 178 cat_boundaries=0 3 7 cat_threshold=0 16384 6291712 0 0 17432576 8192 is_linear=0 shrinkage=0.01 Tree=929 num_leaves=8 num_cat=0 split_feature=0 3 3 4 2 2 7 split_gain=14135.3 13573.2 42752.7 14301 11965.9 9977.51 7531.68 threshold=365.72000000000008 376.61250000000007 285.62500000000006 293.85000000000008 279.07800000000003 233.80500000000004 287.60640000000006 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=0.0025771892417472348 -0.22678428720544885 -0.25806137931346895 0.45349286825883961 -0.21989140605104382 0.18977845056530307 -0.2158621240797497 -0.19162750482559204 leaf_weight=13198 27 20 21 29 34 21 20 leaf_count=13198 27 20 21 29 34 21 20 internal_value=0 0.0022548 0.00264558 0.00193382 0.00241849 0.00193731 0.00228334 internal_weight=0 13343 13323 13302 13273 13239 13218 internal_count=13370 13343 13323 13302 13273 13239 13218 is_linear=0 shrinkage=0.01 Tree=930 num_leaves=10 num_cat=2 split_feature=4 4 25 6 5 10 25 5 26 split_gain=40328.8 24737.4 18080.3 10604.8 15602.4 9647.13 12021.6 2312.38 1492.34 threshold=365.72000000000008 279.07800000000003 0 297.60100000000006 189.44922000000003 223.50400000000005 1 250.05000000000004 2022.5000000000002 decision_type=2 2 9 2 2 2 9 2 2 left_child=1 2 8 4 5 6 -4 -6 -1 right_child=-2 -3 3 -5 7 -7 -8 -9 -10 leaf_value=-0.13773128228015211 -0.4493031150698662 0.343027404603504 0.053462972113291825 0.21541933764582094 -0.22104191814150131 -0.16947948042190436 -6.4897840004340607e-05 -0.1019297736730331 -0.077395552058278777 leaf_weight=83 20 21 424 23 28 33 12625 39 81 leaf_count=83 20 21 424 23 28 33 12625 39 81 internal_value=0 8.1094e-05 -0.000458938 0.000878496 0.000503893 0.00128345 0.0017153 -0.151708 -0.101728 internal_weight=0 13357 13336 13172 13149 13082 13049 67 164 internal_count=13377 13357 13336 13172 13149 13082 13049 67 164 cat_boundaries=0 3 7 cat_threshold=0 16384 18874368 16384 65552 34210048 2269728 is_linear=0 shrinkage=0.01 Tree=931 num_leaves=11 num_cat=2 split_feature=4 4 25 14 6 5 25 5 26 14 split_gain=39526.4 24245.1 17720.7 12839.5 10337.3 14215.5 10894.9 2323.42 1462.64 560.011 threshold=365.72000000000008 279.07800000000003 0 95.142500000000013 297.60100000000006 189.44922000000003 1 250.05000000000004 2022.5000000000002 232.33000000000004 decision_type=2 2 9 2 2 2 9 2 2 2 left_child=1 2 8 4 5 6 -4 -7 -1 -5 right_child=-2 -3 3 9 -6 7 -8 -9 -10 -11 leaf_value=-0.13635396935135485 -0.44481008048169318 0.33959712618873233 0.054054970056761915 -0.1347563523054123 0.21326515197753906 -0.220479990111457 0.00019084467306712118 -0.096226888053557447 -0.076621597254717802 -0.205467715490432 leaf_weight=83 20 21 377 24 23 27 12666 34 81 21 leaf_count=83 20 21 377 24 23 27 12666 34 81 21 internal_value=0 8.06829e-05 -0.000453949 0.000870116 0.00144883 0.00107706 0.00178934 -0.151224 -0.100711 -0.167755 internal_weight=0 13357 13336 13172 13127 13104 13043 61 164 45 internal_count=13377 13357 13336 13172 13127 13104 13043 61 164 45 cat_boundaries=0 3 7 cat_threshold=0 16384 18874368 0 65552 34210048 172576 is_linear=0 shrinkage=0.01 Tree=932 num_leaves=11 num_cat=2 split_feature=4 4 25 14 6 5 25 5 26 14 split_gain=38739.9 23762.6 17368.2 12584 10131.6 13932.7 10683.7 2277.18 1433.54 548.867 threshold=365.72000000000008 279.07800000000003 0 95.142500000000013 297.60100000000006 189.44922000000003 1 250.05000000000004 2022.5000000000002 232.33000000000004 decision_type=2 2 9 2 2 2 9 2 2 2 left_child=1 2 8 4 5 6 -4 -7 -1 -5 right_child=-2 -3 3 9 -6 7 -8 -9 -10 -11 leaf_value=-0.1349904285137912 -0.44036198209226129 0.33620114916846866 0.053528390675783161 -0.13340878566106162 0.21113249529962955 -0.21827518690515446 0.00018893762613587467 -0.095264617555281692 -0.075855376514387715 -0.20341303916204545 leaf_weight=83 20 21 377 24 23 27 12666 34 81 21 leaf_count=83 20 21 377 24 23 27 12666 34 81 21 internal_value=0 8.02822e-05 -0.000449002 0.000861826 0.00143476 0.0010667 0.00177187 -0.149712 -0.099704 -0.166077 internal_weight=0 13357 13336 13172 13127 13104 13043 61 164 45 internal_count=13377 13357 13336 13172 13127 13104 13043 61 164 45 cat_boundaries=0 3 7 cat_threshold=0 16384 18874368 0 65552 34210048 172576 is_linear=0 shrinkage=0.01 Tree=933 num_leaves=9 num_cat=0 split_feature=4 4 8 10 6 5 9 5 split_gain=37969 23289.6 16404.4 9665.19 8050.74 11201.9 8447.59 3146.21 threshold=365.72000000000008 279.07800000000003 272.07425000000006 223.50400000000005 297.60100000000006 189.44922000000003 162.18600000000004 242.42064000000002 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=0.0012882829964713145 -0.43595836436748509 0.33283913566952661 -0.26727804059567661 -0.16837085406569874 0.17973089599609374 -0.21831670659283797 -0.12642114046781969 -0.077592651818660985 leaf_weight=13131 20 21 23 34 25 24 52 47 leaf_count=13131 20 21 23 34 25 24 52 47 internal_value=0 7.98817e-05 -0.000444109 1.68822e-05 0.000448028 0.00010986 0.000784537 -0.125161 internal_weight=0 13357 13336 13313 13279 13254 13183 71 internal_count=13377 13357 13336 13313 13279 13254 13183 71 is_linear=0 shrinkage=0.01 Tree=934 num_leaves=11 num_cat=2 split_feature=4 4 25 14 6 5 25 5 26 14 split_gain=37213.4 22826.2 17673.2 12428.5 9767.99 12972.6 10477.4 2122.53 1504.12 464.863 threshold=365.72000000000008 279.07800000000003 0 95.142500000000013 297.60100000000006 189.44922000000003 1 250.05000000000004 2022.5000000000002 232.33000000000004 decision_type=2 2 9 2 2 2 9 2 2 2 left_child=1 2 8 4 5 6 -4 -7 -1 -5 right_child=-2 -3 3 9 -6 7 -8 -9 -10 -11 leaf_value=-0.12947942860833891 -0.43159877836704252 0.329510748726981 0.053085088663655078 -0.13577230546785438 0.20741821537847105 -0.21356243379987203 0.00026186587631747525 -0.093536044779945815 -0.072140111165202192 -0.20084749766758511 leaf_weight=91 20 21 377 23 23 26 12649 34 92 21 leaf_count=91 20 21 377 23 23 26 12649 34 92 21 internal_value=0 7.90826e-05 -0.000439668 0.000953893 0.00151779 0.00115589 0.00183164 -0.145547 -0.0954379 -0.166831 internal_weight=0 13357 13336 13153 13109 13086 13026 60 183 44 internal_count=13377 13357 13336 13153 13109 13086 13026 60 183 44 cat_boundaries=0 3 7 cat_threshold=0 16384 18939904 0 65552 34210048 172576 is_linear=0 shrinkage=0.01 Tree=935 num_leaves=11 num_cat=2 split_feature=25 10 8 25 7 5 0 26 3 26 split_gain=15927.5 16589.2 19615.9 12754.3 17163.4 12005.3 11164.3 8306.08 6662.39 0.280872 threshold=0 259.57500000000005 272.07425000000006 1 279.07800000000003 284.98750000000007 40.44700000000001 2022.5000000000002 238.08750000000003 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 left_child=9 2 3 6 5 8 7 -2 -5 -1 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 leaf_value=-0.11442294319971436 0.031119541914566704 0.27109111988026163 -0.27755543060302734 0.00072818029995685833 0.293940450489521 0.2290268803679425 -0.15767521750359309 0.13527402036249231 -0.13944157148108763 -0.11348213041287203 leaf_weight=62 161 23 25 12742 20 23 21 146 34 65 leaf_count=62 161 23 25 12742 20 23 21 146 34 65 internal_value=0 0.00275874 0.00229229 0.00282444 0.00122253 0.000766082 0.0634588 0.0806523 0.000355155 -0.105625 internal_weight=0 13195 13172 13147 12819 12799 328 307 12776 127 internal_count=13322 13195 13172 13147 12819 12799 328 307 12776 127 cat_boundaries=0 4 8 cat_threshold=16384 0 1107296256 32 0 524304 2228480 172032 is_linear=0 shrinkage=0.01 Tree=936 num_leaves=9 num_cat=0 split_feature=3 3 8 6 6 18 13 6 split_gain=12960.6 21122.9 10819.3 9495.93 21721.6 9799.22 6535.29 2107.38 threshold=365.72000000000008 272.07425000000006 272.07425000000006 365.72000000000008 218.62500000000003 95.142500000000013 214.15000000000003 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 right_child=-2 -3 -4 -5 7 -7 -8 -9 leaf_value=0.0021624181339136772 -0.25274164658784865 0.31891546232359752 -0.21061652501424152 -0.20568813519044354 0.16233797413110732 -0.21430719778651283 -0.17438819544655934 0.30750623679161077 leaf_weight=13153 20 21 24 22 20 21 21 20 leaf_count=13153 20 21 24 22 20 21 21 20 internal_value=0 0.00201427 0.00151319 0.00189722 0.00224228 0.00153692 0.00188099 0.234922 internal_weight=0 13302 13281 13257 13235 13195 13174 40 internal_count=13322 13302 13281 13257 13235 13195 13174 40 is_linear=0 shrinkage=0.01 Tree=937 num_leaves=10 num_cat=0 split_feature=3 3 8 12 7 18 13 7 7 split_gain=12702.7 20702.5 10604 8069.78 13375.9 7714.73 6525.11 2199.4 5801.49 threshold=365.72000000000008 272.07425000000006 272.07425000000006 238.56750000000002 105.004 90.340000000000018 214.15000000000003 287.60640000000006 231.40000000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 right_child=-2 -3 -4 -5 7 -7 -8 -9 -10 leaf_value=0.0030480546768818528 -0.25021423667669296 0.31572630042121524 -0.20851035912831622 0.19775232496715728 -0.14594902669811358 -0.18054059593573862 -0.17336559522719611 -0.20744460836052894 0.039880622462369501 leaf_weight=13092 20 21 24 21 56 23 21 20 24 leaf_count=13092 20 21 24 21 56 23 21 20 24 internal_value=0 0.00199413 0.00149805 0.00187825 0.00156748 0.00244458 0.00276553 -0.113649 -0.0902001 internal_weight=0 13302 13281 13257 13236 13136 13113 100 80 internal_count=13322 13302 13281 13257 13236 13136 13113 100 80 is_linear=0 shrinkage=0.01 Tree=938 num_leaves=14 num_cat=4 split_feature=25 10 8 25 24 26 25 7 5 26 6 26 26 split_gain=15619.6 16193.3 18692.5 12536.4 99923.8 56920.7 27969.2 16900.5 11723.3 7609.46 7006.58 4439.52 0.091412 threshold=0 259.57500000000005 272.07425000000006 1 2 2022.5000000000002 3 279.07800000000003 284.98750000000007 2022.5000000000002 227.06475000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 1 2 9 2 2 2 2 2 2 left_child=12 2 3 4 5 -2 11 8 10 -8 -5 -6 -1 right_child=1 -3 -4 7 6 -7 9 -9 -10 -11 -12 -13 -14 leaf_value=-0.11314471638491076 0.086524227126589359 0.26781017619630565 -0.27094304924011231 0.0007041630120161879 -0.12246973099379703 0.54178050613194184 0.13737532250583173 0.29163658636808398 0.22628060765888383 -0.031470246116320294 -0.13900165278050636 -0.2490825099990053 -0.11260799238773492 leaf_weight=62 53 23 25 12740 58 57 56 20 23 51 36 53 65 leaf_count=62 53 23 25 12740 58 57 56 20 23 51 36 53 65 internal_value=0 0.00269905 0.00223818 0.00275765 0.0628719 0.295561 -0.0623534 0.00116955 0.000716574 0.0520345 0.000310502 -0.167807 -0.104631 internal_weight=0 13195 13172 13147 328 110 218 12819 12799 107 12776 111 127 internal_count=13322 13195 13172 13147 328 110 218 12819 12799 107 12776 111 127 cat_boundaries=0 4 8 9 12 cat_threshold=16384 0 1107296256 32 0 524304 2228480 172032 1569 0 16 2097408 is_linear=0 shrinkage=0.01 Tree=939 num_leaves=14 num_cat=4 split_feature=25 10 8 25 24 26 25 7 5 26 3 26 26 split_gain=15308.7 15871 18320.5 12286.9 97935.3 55787.9 27412.7 16564.2 11490 7458.03 6540.76 4351.17 0.0895939 threshold=0 259.57500000000005 272.07425000000006 1 2 2022.5000000000002 3 279.07800000000003 284.98750000000007 2022.5000000000002 238.08750000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 1 2 9 2 2 2 2 2 2 left_child=12 2 3 4 5 -2 11 8 10 -8 -5 -6 -1 right_child=1 -3 -4 7 6 -7 9 -9 -10 -11 -12 -13 -14 leaf_value=-0.11201326930234511 0.085658984780311587 0.26513207782869752 -0.26823363075256351 0.00067700184490884524 -0.12124502919871231 0.53636265760973878 0.13600156469004496 0.28872020471096038 0.22401779672373895 -0.03115554505703496 -0.13820733782123118 -0.24659168525124497 -0.11148190957766313 leaf_weight=62 53 23 25 12742 58 57 56 20 23 51 34 53 65 leaf_count=62 53 23 25 12742 58 57 56 20 23 51 34 53 65 internal_value=0 0.00267206 0.0022158 0.00273008 0.0622431 0.292605 -0.0617299 0.00115785 0.000709408 0.0515141 0.000307397 -0.166129 -0.103585 internal_weight=0 13195 13172 13147 328 110 218 12819 12799 107 12776 111 127 internal_count=13322 13195 13172 13147 328 110 218 12819 12799 107 12776 111 127 cat_boundaries=0 4 8 9 12 cat_threshold=16384 0 1107296256 32 0 524304 2228480 172032 1569 0 16 2097408 is_linear=0 shrinkage=0.01 Tree=940 num_leaves=11 num_cat=3 split_feature=8 25 7 5 25 7 26 0 4 24 split_gain=16596.1 19149.4 19898.4 11965.6 8913.01 6378.36 6281.85 6227.92 5850.16 3193.13 threshold=272.07425000000006 0 279.07800000000003 279.07800000000003 1 211.12500000000003 2022.5000000000002 13.704000000000002 293.85000000000008 2 decision_type=2 9 2 2 9 2 2 2 2 1 left_child=1 6 3 4 7 8 -1 9 -6 -3 right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 leaf_value=0.064589787849358149 -0.23112273247011245 -0.0060920725727081305 0.28124098775386808 0.19508455291871102 -0.00042982371964768505 0.16967285779442384 0.2164783706305162 -0.23172108954191209 -0.14513290788446154 -0.082868620837029699 leaf_weight=56 31 115 25 31 12845 22 53 20 28 110 leaf_count=56 31 115 25 31 12845 22 53 20 28 110 internal_value=0 0.000524379 -0.000614382 -0.00114984 -0.0016128 -0.000453468 0.12681 -0.0601575 -0.000744567 -0.0475811 internal_weight=0 13305 13196 13171 13140 12895 109 245 12873 225 internal_count=13336 13305 13196 13171 13140 12895 109 245 12873 225 cat_boundaries=0 3 6 7 cat_threshold=0 16384 35651840 67108864 2097152 1073758208 1876 is_linear=0 shrinkage=0.01 Tree=941 num_leaves=10 num_cat=0 split_feature=8 7 4 12 5 0 0 26 7 split_gain=16265.7 13291.8 8523.97 9192.32 7849.76 11825.3 10228.7 3533.3 1588.16 threshold=272.07425000000006 211.12500000000003 233.80500000000004 269.79925000000003 279.07800000000003 365.72000000000008 259.57500000000005 2022.5000000000002 333.3454000000001 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 -3 right_child=-2 8 7 -5 -6 -7 -8 -9 -10 leaf_value=0.00039478050427416166 -0.22881150030320691 0.11422071888577193 -0.22308960664839972 -0.21379219722747803 0.1650998324361341 -0.24257997894287109 0.21146469105844912 -0.062906843096017837 0.22613899690764291 leaf_weight=13099 31 32 21 20 29 20 23 40 21 leaf_count=13099 31 32 21 20 29 20 23 40 21 internal_value=0 0.000518466 -0.000113627 0.000431762 0.000757058 0.000394409 0.00076474 -0.118052 0.158566 internal_weight=0 13305 13252 13191 13171 13142 13122 61 53 internal_count=13336 13305 13252 13191 13171 13142 13122 61 53 is_linear=0 shrinkage=0.01 Tree=942 num_leaves=11 num_cat=3 split_feature=8 25 7 5 25 7 26 0 13 24 split_gain=15942 18781.5 19231.9 11591.3 8735.53 6166.92 6153.15 6094.29 5643.56 3129.95 threshold=272.07425000000006 0 279.07800000000003 279.07800000000003 1 211.12500000000003 2022.5000000000002 13.704000000000002 201.75000000000003 2 decision_type=2 9 2 2 9 2 2 2 2 1 left_child=1 6 3 4 7 8 -1 9 -6 -3 right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11 leaf_value=0.064007401721818111 -0.22652338766282604 -0.0060386365461349489 0.27648056485652922 0.1919994806474255 -0.00045494263671122943 0.1668339184739373 0.21433199810531903 -0.22927038675546649 -0.1572386194312054 -0.082053361417725679 leaf_weight=56 31 115 25 31 12850 22 53 20 23 110 leaf_count=56 31 115 25 31 12850 22 53 20 23 110 internal_value=0 0.000513282 -0.000614478 -0.0011409 -0.00159656 -0.00044883 0.12558 -0.0595555 -0.000735066 -0.0471166 internal_weight=0 13305 13196 13171 13140 12895 109 245 12873 225 internal_count=13336 13305 13196 13171 13140 12895 109 245 12873 225 cat_boundaries=0 3 6 7 cat_threshold=0 16384 35651840 67108864 2097152 1073758208 1876 is_linear=0 shrinkage=0.01 Tree=943 num_leaves=13 num_cat=3 split_feature=8 25 3 6 25 24 3 3 10 26 26 26 split_gain=15624.7 18826.8 11597.9 10573.6 8863.67 24974.7 7758.91 15624.5 4739.38 612.08 85.3349 1.46265 threshold=272.07425000000006 0 333.3454000000001 297.60100000000006 1 2 131.43000000000004 189.44922000000003 42.305000000000007 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 9 1 2 2 2 2 2 2 left_child=1 10 3 4 5 9 8 -8 -6 -3 -1 -7 right_child=-2 2 -4 -5 6 11 7 -9 -10 -11 -12 -13 leaf_value=0.11879245758987964 -0.22425815520748013 0.086697442801493524 0.22871094492348756 0.21796229514208709 -0.0014079115513082182 -0.14200783885555501 0.3410521858930588 0.0093753305503300258 0.061474731091625441 0.039285758009978702 0.13525370659366731 -0.14392641423604427 leaf_weight=64 31 53 22 22 12677 81 20 49 121 56 62 78 leaf_count=64 31 53 22 22 12677 81 20 49 121 56 62 78 internal_value=0 0.000507487 -0.000700306 -0.00108444 -0.00145132 -0.0573163 -0.000243008 0.105514 -0.000813381 0.0571006 0.117562 -0.134491 internal_weight=0 13305 13179 13157 13135 268 12867 69 12798 109 126 159 internal_count=13336 13305 13179 13157 13135 268 12867 69 12798 109 126 159 cat_boundaries=0 4 7 8 cat_threshold=0 16384 35651840 32768 67108864 64 1073758208 1426 is_linear=0 shrinkage=0.01 Tree=944 num_leaves=13 num_cat=4 split_feature=8 25 3 6 25 24 3 3 25 26 26 26 split_gain=15313.7 18452.1 11367.1 10363.2 8687.29 24477.7 7604.5 15313.6 4666.66 599.899 83.6369 1.43354 threshold=272.07425000000006 0 333.3454000000001 297.60100000000006 1 2 131.43000000000004 189.44922000000003 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 9 1 2 2 9 2 2 2 left_child=1 10 3 4 5 9 8 -8 -6 -3 -1 -7 right_child=-2 2 -4 -5 6 11 7 -9 -10 -11 -12 -13 leaf_value=0.11760451655834914 -0.22201557344005957 0.085830466173729802 0.22642382497137245 0.21578267595984721 0.0074532218558813149 -0.14058775966550097 0.33764166307449345 0.0092815783802343878 -0.0052132398566912428 0.038892903700470924 0.13390116906935171 -0.14248714896348808 leaf_weight=64 31 53 22 22 4452 81 20 49 8346 56 62 78 leaf_count=64 31 53 22 22 4452 81 20 49 8346 56 62 78 internal_value=0 0.000502412 -0.000693303 -0.0010736 -0.00143681 -0.0567431 -0.000240578 0.104458 -0.000805247 0.0565296 0.116386 -0.133146 internal_weight=0 13305 13179 13157 13135 268 12867 69 12798 109 126 159 internal_count=13336 13305 13179 13157 13135 268 12867 69 12798 109 126 159 cat_boundaries=0 4 7 8 12 cat_threshold=0 16384 35651840 32768 67108864 64 1073758208 1426 2689089553 139591832 2686388224 58880560 is_linear=0 shrinkage=0.01 Tree=945 num_leaves=10 num_cat=2 split_feature=25 12 3 25 5 0 6 26 26 split_gain=41726.1 17979.4 17749.4 15209 8777.54 19891.4 14701.7 6538.42 27.3114 threshold=0 207.80256000000003 333.3454000000001 1 284.98750000000007 293.85000000000008 272.07425000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 left_child=7 2 3 8 5 6 -5 -1 -2 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.13146465150815137 0.12133075443761689 -0.23683315005153419 0.28429270310835408 -0.00041306727668024873 0.1727872795894228 -0.30181880181485954 -0.24814452370007833 -0.28929536544359646 0.13161029594639936 leaf_weight=53 56 32 22 12931 29 22 24 52 48 leaf_count=53 56 32 22 12931 29 22 24 52 48 internal_value=0 -8.64148e-05 0.000490423 1.41718e-05 -0.000993087 -0.0013822 -0.000872006 -0.1914 0.115016 internal_weight=0 13164 13132 13110 13006 12977 12955 105 104 internal_count=13269 13164 13132 13110 13006 12977 12955 105 104 cat_boundaries=0 3 7 cat_threshold=0 0 36175872 0 16384 1073807616 32 is_linear=0 shrinkage=0.01 Tree=946 num_leaves=11 num_cat=3 split_feature=25 12 3 25 14 13 25 26 13 26 split_gain=40895.8 17621.6 17396.1 14906.4 8544.83 10876.3 9690.78 6408.31 111.478 26.7679 threshold=0 207.80256000000003 333.3454000000001 1 182.65800000000004 81.795843000000005 2 2022.5000000000002 175.27925000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 9 2 2 2 left_child=7 2 3 9 5 6 -5 -1 -7 -2 right_child=1 -3 -4 4 -6 8 -8 -9 -10 -11 leaf_value=-0.13015000588489029 0.12011744558279004 -0.23446481544524431 0.28144976529208099 -0.048782383570360612 0.19592829530889336 -0.16813535408540203 0.00079867037135293692 -0.28640240797629724 -0.1375497655226634 0.13029419456919036 leaf_weight=53 56 32 22 397 22 22 12539 52 26 48 leaf_count=53 56 32 22 397 22 22 12539 52 26 48 internal_value=0 -8.55508e-05 0.000485518 1.403e-05 -0.000983156 -0.00131756 -0.000760043 -0.189486 -0.151568 0.113866 internal_weight=0 13164 13132 13110 13006 12984 12936 105 48 104 internal_count=13269 13164 13132 13110 13006 12984 12936 105 48 104 cat_boundaries=0 3 7 11 cat_threshold=0 0 36175872 0 16384 1073807616 32 4194304 192 2147617792 8192 is_linear=0 shrinkage=0.01 Tree=947 num_leaves=10 num_cat=2 split_feature=25 12 3 25 5 0 6 26 26 split_gain=40081.8 17270.9 17050 14609.8 8590.95 19491.8 14399.6 6280.78 26.2351 threshold=0 207.80256000000003 333.3454000000001 1 284.98750000000007 293.85000000000008 272.07425000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 left_child=7 2 3 8 5 6 -5 -1 -2 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.12884850616724985 0.11891627180988767 -0.2321201692149043 0.27863528164950285 -0.00039939990253761375 0.17094966740443787 -0.29876207405870614 -0.24557210485140485 -0.28353838737194353 0.12899124001463255 leaf_weight=53 56 32 22 12931 29 22 24 52 48 leaf_count=53 56 32 22 12931 29 22 24 52 48 internal_value=0 -8.50595e-05 0.000480298 1.35236e-05 -0.000973694 -0.00135865 -0.000853599 -0.187591 0.112727 internal_weight=0 13164 13132 13110 13006 12977 12955 105 104 internal_count=13269 13164 13132 13110 13006 12977 12955 105 104 cat_boundaries=0 3 7 cat_threshold=0 0 36175872 0 16384 1073807616 32 is_linear=0 shrinkage=0.01 Tree=948 num_leaves=10 num_cat=2 split_feature=25 12 3 25 5 0 6 26 26 split_gain=39284.2 16927.2 16710.7 14319.1 8419.99 19103.9 14113 6155.79 25.7131 threshold=0 207.80256000000003 333.3454000000001 1 284.98750000000007 293.85000000000008 272.07425000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 left_child=7 2 3 8 5 6 -5 -1 -2 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.12756002014538026 0.1177271130814084 -0.22979896612465381 0.27584891156716779 -0.0003954057915935812 0.169240161797096 -0.29577445355328646 -0.24311638355255127 -0.28070299772115853 0.12770134116212525 leaf_weight=53 56 32 22 12931 29 22 24 52 48 leaf_count=53 56 32 22 12931 29 22 24 52 48 internal_value=0 -8.42088e-05 0.000475495 1.33886e-05 -0.000963957 -0.00134506 -0.000845063 -0.185715 0.1116 internal_weight=0 13164 13132 13110 13006 12977 12955 105 104 internal_count=13269 13164 13132 13110 13006 12977 12955 105 104 cat_boundaries=0 3 7 cat_threshold=0 0 36175872 0 16384 1073807616 32 is_linear=0 shrinkage=0.01 Tree=949 num_leaves=11 num_cat=0 split_feature=12 3 0 4 0 13 0 13 0 0 split_gain=16358.4 8979.54 12962.7 19399.1 10818.5 7854.93 5748.51 2441.76 1621.21 647.118 threshold=207.80256000000003 333.3454000000001 217.36500000000004 272.07425000000006 181.87500000000003 81.795843000000005 140.32000000000002 175.27925000000002 293.85000000000008 250.05000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -4 right_child=-2 -3 8 -5 -6 7 -8 -9 -10 -11 leaf_value=0.0002303240279977234 -0.22750097841955721 0.18821146821975709 -0.12742569763375367 -0.25473501427968342 0.22663666770571755 -0.20509503602981569 -0.16155276474627581 -0.063170928734320175 -0.18443338379715429 -0.049649422526359559 leaf_weight=13014 32 25 23 30 21 22 22 27 33 20 leaf_count=13014 32 25 23 30 21 22 22 27 33 20 internal_value=0 -0.00113031 -0.00148859 -0.000735164 -0.000153751 -0.000517725 -4.27067e-05 -0.126892 -0.131712 -0.0912507 internal_weight=0 13237 13212 13136 13106 13085 13036 49 76 43 internal_count=13269 13237 13212 13136 13106 13085 13036 49 76 43 is_linear=0 shrinkage=0.01 Tree=950 num_leaves=14 num_cat=2 split_feature=25 10 25 6 1 8 0 26 12 2 0 14 26 split_gain=43452.7 32520.1 13484.8 18561.4 25905.7 13261 8464.77 12615.3 4829.05 5072.7 20869.2 5948.64 1964 threshold=0 279.07800000000003 1 26.548985000000005 6.3720000000000008 263.93200000000007 6.3720000000000008 2022.5000000000002 227.60400000000001 47.321700000000014 61.945750000000004 140.32000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 4 6 8 7 -2 9 11 -11 -4 -1 right_child=1 -3 5 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 leaf_value=-0.16465485336115726 0.024701266949241227 0.40448133111000062 -0.0018538250813266155 0.36027445816993714 -0.30213918948173524 0.23919188810431441 -0.10989876647790274 0.16331891391236905 0.1541244080066681 0.091606609179921764 -0.22449010193347932 -0.16282260791115138 -0.25000151170151574 leaf_weight=52 148 20 12578 20 20 23 24 118 20 161 24 23 56 leaf_count=52 148 20 12578 20 20 23 24 118 20 161 24 23 56 internal_value=0 0.00154861 0.000937383 0.0630957 0.0459583 -0.000710143 0.069965 0.0861933 -0.00114157 -0.00138444 0.0505995 -0.00214763 -0.191205 internal_weight=0 13179 13159 330 310 12829 290 266 12806 12786 185 12601 108 internal_count=13287 13179 13159 330 310 12829 290 266 12806 12786 185 12601 108 cat_boundaries=0 4 7 cat_threshold=0 16384 2113536 163840 0 65600 38273280 is_linear=0 shrinkage=0.01 Tree=951 num_leaves=11 num_cat=2 split_feature=25 10 25 4 8 12 5 6 5 5 split_gain=42588 31873 13216.4 43286 12997.1 4732.95 4036.59 7861.52 2349.03 2322.81 threshold=0 279.07800000000003 1 26.586000000000002 263.93200000000007 227.60400000000001 181.87500000000003 272.07425000000006 284.98750000000007 11.177000000000001 decision_type=9 2 9 2 2 2 2 2 2 2 left_child=-1 2 3 9 5 6 7 -4 -8 -2 right_child=1 -3 4 -5 -6 -7 8 -9 -10 -11 leaf_value=-0.18929250665640429 0.042455733027951477 0.40043651723861695 -0.00065559490002475298 0.51526019799709322 0.23679998294166896 0.15258316338062286 -0.12594808031146118 -0.19429881765728904 0.0021407942338423293 -0.068966913700103757 leaf_weight=108 290 20 12702 20 23 20 41 21 22 20 leaf_count=108 290 20 12702 20 23 20 41 21 22 20 internal_value=0 0.00153313 0.000928009 0.0624648 -0.000703042 -0.00113015 -0.00137059 -0.000975214 -0.0812186 0.0352672 internal_weight=0 13179 13159 330 12829 12806 12786 12723 63 310 internal_count=13287 13179 13159 330 12829 12806 12786 12723 63 310 cat_boundaries=0 4 7 cat_threshold=0 16384 2113536 163840 0 65600 38273280 is_linear=0 shrinkage=0.01 Tree=952 num_leaves=9 num_cat=0 split_feature=3 12 17 8 4 0 2 0 split_gain=19968 9892.06 7832.84 11226.9 10259.6 8315.96 8508.55 1725.12 threshold=333.3454000000001 238.56750000000002 123.45650000000002 263.93200000000007 285.62500000000006 200.13000000000002 149.26580000000004 365.72000000000008 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=-0.00076294508226548144 0.25754166842189929 0.21612278308187211 -0.1854681460753731 0.19926252927098953 -0.18002888016402721 -0.071706163190186967 0.099614361382582617 -0.17289322977480681 leaf_weight=12982 30 21 23 28 32 63 85 23 leaf_count=12982 30 21 23 28 32 63 85 23 internal_value=0 -0.000742259 -0.00108633 -0.000765378 -0.00119016 -0.000755065 -0.000109997 -0.0987678 internal_weight=0 13257 13236 13213 13185 13153 13067 86 internal_count=13287 13257 13236 13213 13185 13153 13067 86 is_linear=0 shrinkage=0.01 Tree=953 num_leaves=14 num_cat=7 split_feature=25 10 25 24 8 24 24 25 25 1 10 5 1 split_gain=38708.5 31166.1 12894.5 77766.1 15540.7 14911.8 5137.84 17449.6 11516.7 28953.9 8603.41 7464.99 5078.73 threshold=0 279.07800000000003 1 2 263.93200000000007 3 4 5 6 26.134500000000006 30.162700000000005 24.453750000000003 67.575000000000003 decision_type=9 2 9 1 2 1 1 9 9 2 2 2 2 left_child=-1 2 3 -2 6 -5 7 11 9 -8 -10 -4 -9 right_child=1 -3 4 5 -6 -7 8 12 10 -11 -12 -13 -14 leaf_value=-0.16437851524846234 0.26225238275143409 0.39606891298294067 -0.059361054187867704 0.033479289761905014 0.26495293747295035 -0.12826894584298135 0.020346971305017725 -0.0021299673823357203 -0.0016133740524239049 0.22550405898888903 0.11137280196608867 -0.22277474649747211 -0.14513042636513709 leaf_weight=132 114 20 410 106 22 110 831 3784 7560 75 68 30 25 leaf_count=132 114 20 410 106 22 110 831 3784 7560 75 68 30 25 internal_value=0 0.00161405 0.00101467 0.0617959 -0.000599531 -0.0509233 -0.00105703 -0.010028 0.0034173 0.0369226 -0.000605362 -0.0689362 -0.0030605 internal_weight=0 13155 13135 330 12805 216 12783 4249 8534 906 7628 440 3809 internal_count=13287 13155 13135 330 12805 216 12783 4249 8534 906 7628 440 3809 cat_boundaries=0 4 7 8 9 10 14 18 cat_threshold=16384 16384 2097152 163840 0 65600 38273280 2690 89 680 201327105 2097152 1090519040 512 67109641 2105496 3221226496 8192 is_linear=0 shrinkage=0.01 Tree=954 num_leaves=11 num_cat=2 split_feature=25 4 25 26 6 10 5 14 26 5 split_gain=41260.8 30953.7 9068.84 26440.5 11293.6 12148.6 11522.8 8979.94 1930.9 1623.71 threshold=0 344.25000000000006 1 2022.5000000000002 297.60100000000006 255.10500000000002 181.87500000000003 90.340000000000018 2022.5000000000002 279.07800000000003 decision_type=9 2 9 2 2 2 2 2 2 2 left_child=8 2 3 -2 5 6 7 -4 -1 -8 right_child=1 -3 4 -5 -6 -7 9 -9 -10 -11 leaf_value=-0.15969125090883327 -0.052087943162491074 0.35305047521591187 0.00033245174750644031 0.23212447561323643 0.22635804523121228 0.23992272416750593 -0.092394125519729239 -0.15567988487111556 -0.2443157328452383 -0.19341544774862435 leaf_weight=52 67 25 12876 64 22 21 41 37 56 26 leaf_count=52 67 25 12876 64 22 21 41 37 56 26 internal_value=0 0.0015099 0.000842927 0.0806105 -2.13469e-05 -0.000404437 -0.000793256 -0.000114575 -0.186319 -0.131596 internal_weight=0 13179 13154 131 13023 13001 12980 12913 108 67 internal_count=13287 13179 13154 131 13023 13001 12980 12913 108 67 cat_boundaries=0 4 7 cat_threshold=0 16384 2113536 163840 0 0 38273280 is_linear=0 shrinkage=0.01 Tree=955 num_leaves=10 num_cat=0 split_feature=8 10 7 4 0 3 10 4 4 split_gain=14803.9 15245 15703.7 24906.4 6895.24 12762.8 6219.49 2376.35 2819.93 threshold=341.27040000000005 282.93750000000006 279.07800000000003 228.18750000000003 344.25000000000006 279.07800000000003 211.12500000000003 374.81250000000006 272.07425000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 -10 leaf_value=-4.0119629284649949e-05 0.27145157623291016 -0.25804943520089851 0.24514921541397389 -0.16558445267055344 0.16277798212491551 -0.19664712538321813 0.15783629006147384 -0.10916006916761399 -0.32794284319877626 leaf_weight=13230 20 23 26 23 26 33 25 20 20 leaf_count=13230 20 23 26 23 26 33 25 20 20 internal_value=0 -0.000815862 -0.00037444 -0.000851649 8.69759e-05 -0.000231354 0.000257648 -0.199214 -0.2411 internal_weight=0 13426 13403 13377 13314 13288 13255 63 43 internal_count=13446 13426 13403 13377 13314 13288 13255 63 43 is_linear=0 shrinkage=0.01 Tree=956 num_leaves=12 num_cat=3 split_feature=8 25 25 26 3 11 6 25 26 11 6 split_gain=14509.3 16861.9 16021.6 29100.4 23743.8 9528.9 8087.11 9279.11 6631.41 2625.5 875.719 threshold=341.27040000000005 0 1 2022.5000000000002 333.3454000000001 92.932500000000019 227.06475000000003 2 2022.5000000000002 239.51250000000002 279.07800000000003 decision_type=2 9 9 2 2 2 2 9 2 2 2 left_child=1 8 3 -3 5 6 7 -4 -1 -7 -8 right_child=-2 2 4 -5 -6 9 10 -9 -10 -11 -12 leaf_value=-0.049017643301110525 0.26873705863952635 -0.029605479754250624 0.032528414747459287 0.29455450561811342 0.33521731764787716 -0.17529901816264581 -0.18490189282667069 -0.0024163109728162473 -0.20025823236522031 -0.047682429871388841 -0.093577290716625405 leaf_weight=57 20 58 800 53 21 38 21 12270 59 28 21 leaf_count=57 20 58 800 53 21 38 21 12270 59 28 21 internal_value=0 -0.000807703 0.000282659 0.114829 -0.000766845 -0.00130284 -0.000699538 -0.000254345 -0.115946 -0.121159 -0.13924 internal_weight=0 13426 13310 111 13199 13178 13112 13070 116 66 42 internal_count=13446 13426 13310 111 13199 13178 13112 13070 116 66 42 cat_boundaries=0 4 8 12 cat_threshold=0 0 4784128 8192 0 0 35651840 32768 67125505 548864 1090928640 19005440 is_linear=0 shrinkage=0.01 Tree=957 num_leaves=15 num_cat=4 split_feature=8 25 25 26 3 2 24 11 26 1 25 26 11 26 split_gain=14220.5 16621.9 15474.2 28521.4 23093 13932.8 12193.2 12022.3 10929 8157.22 1696.88 1253.38 336.222 0.915109 threshold=341.27040000000005 0 1 2022.5000000000002 293.85000000000008 255.10500000000002 2 92.932500000000019 2022.5000000000002 157.57350000000002 3 2022.5000000000002 227.60400000000001 2022.5000000000002 decision_type=2 9 9 2 2 2 1 2 2 2 9 2 2 2 left_child=1 6 3 -3 5 7 8 9 -1 -4 13 -12 -9 -8 right_child=-2 2 4 -5 -6 -7 10 12 -10 -11 11 -13 -14 -15 leaf_value=0.10586234092712403 0.26604968070983886 -0.029309422784838182 -0.0010054225851841166 0.29160899414206454 0.33140864524103353 0.19330063375266821 -0.066722073938165399 -0.12830657050151514 -0.080615778952836989 0.10724019678788527 -0.11788907073438168 -0.18047354278765851 -0.17920014867782594 -0.068448304139515928 leaf_weight=66 20 58 12757 53 21 37 56 27 60 70 64 64 25 68 leaf_count=66 20 58 12757 53 21 37 56 27 60 70 64 64 25 68 internal_value=0 -0.000799402 0.00111835 0.11368 6.55026e-05 -0.000473174 -0.0652994 -0.00102987 0.0158086 -0.0004147 -0.104909 -0.138371 -0.152775 -0.0626188 internal_weight=0 13426 13048 111 12937 12916 378 12879 126 12827 252 128 52 124 internal_count=13446 13426 13048 111 12937 12916 378 12879 126 12827 252 128 52 124 cat_boundaries=0 4 8 9 13 cat_threshold=0 2097168 4784128 8704 0 0 35651840 32768 1376 0 2097152 65536 8704 is_linear=0 shrinkage=0.01 Tree=958 num_leaves=12 num_cat=2 split_feature=25 3 10 25 26 11 6 10 11 6 26 split_gain=13872.7 13610.3 37021.8 20931.7 36540.4 12648.4 10086.9 12124.3 1043.34 803.029 207.055 threshold=0 333.3454000000001 282.93750000000006 1 2022.5000000000002 92.932500000000019 227.06475000000003 211.12500000000003 239.51250000000002 287.60640000000006 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 left_child=10 2 3 4 -2 6 7 -5 -7 -8 -1 right_child=1 -3 -4 5 -6 8 9 -9 -10 -11 -12 leaf_value=-0.10234193659053659 -0.028272810514484131 0.21332599482933681 -0.42982986760139469 0.00036411292498291571 0.34365678520202636 -0.176655741966254 -0.19174423222956449 0.24676716440916061 -0.093030369782447817 -0.10621425447009859 -0.12968534962884312 leaf_weight=53 56 30 20 13053 50 37 23 20 25 21 58 leaf_count=53 56 30 20 13053 50 37 23 20 25 21 58 internal_value=0 0.000568619 8.93225e-05 0.000736547 0.134479 -0.000440862 0.000232332 0.000741078 -0.142936 -0.150923 -0.106991 internal_weight=0 13335 13305 13285 106 13179 13117 13073 62 44 111 internal_count=13446 13335 13305 13285 106 13179 13117 13073 62 44 111 cat_boundaries=0 4 8 cat_threshold=0 0 589824 8704 0 0 35651840 32768 is_linear=0 shrinkage=0.01 Tree=959 num_leaves=11 num_cat=2 split_feature=8 25 25 26 3 12 11 4 26 11 split_gain=13897.6 16115.6 15055.2 27364.9 22582.9 9132.52 14344.7 11696.3 6395.47 313.55 threshold=341.27040000000005 0 1 2022.5000000000002 333.3454000000001 246.67500000000004 92.932500000000019 255.10500000000002 2022.5000000000002 239.51250000000002 decision_type=2 9 9 2 2 2 2 2 2 2 left_child=1 8 3 -3 5 6 7 -4 -1 -8 right_child=-2 2 4 -5 -6 -7 9 -9 -10 -11 leaf_value=-0.047576515977842765 0.26301536178588869 -0.02874768281805104 -0.00037790635494994971 0.28559739040878585 0.32692957358700886 0.20711096286773681 -0.17284634165667201 -0.17842624413000571 -0.19610232549198603 -0.12643630594015121 leaf_weight=57 20 58 13059 53 21 21 37 37 59 24 leaf_count=57 20 58 13059 53 21 21 37 37 59 24 internal_value=0 -0.00078686 0.000279092 0.111316 -0.000738268 -0.00126099 -0.00159357 -0.000880945 -0.113348 -0.154587 internal_weight=0 13426 13310 111 13199 13178 13157 13096 116 61 internal_count=13446 13426 13310 111 13199 13178 13157 13096 116 61 cat_boundaries=0 4 8 cat_threshold=0 0 4784128 8192 0 0 35651840 32768 is_linear=0 shrinkage=0.01 Tree=960 num_leaves=17 num_cat=7 split_feature=25 3 25 24 25 26 2 26 24 26 5 3 24 26 3 25 split_gain=81148.7 20331.2 8860.43 83885.9 31322.6 11166.7 8712.03 8603.65 7448.02 7396.2 7004.28 6224.17 6407.16 5922.12 3363.65 2295.98 threshold=0 333.3454000000001 1 2 3 2022.5000000000002 255.10500000000002 2022.5000000000002 4 2022.5000000000002 284.98750000000007 137.37250000000003 5 2022.5000000000002 243.26250000000002 6 decision_type=9 2 9 1 9 2 2 2 1 2 2 2 1 2 2 9 left_child=7 2 3 5 9 -2 10 -1 13 -5 11 12 -4 -6 -13 -10 right_child=1 -3 6 4 8 -7 -8 -9 15 -11 -12 14 -14 -15 -16 -17 leaf_value=-0.19306776732206346 0.36691670772704216 0.29218504587809246 0.0089851262282070639 -0.097318433154713016 0.17043270504033126 0.17842147103945416 0.16387976853176953 -0.36835982456803323 0.023369921538509239 -0.2605824169569782 0.16263092462833112 -0.13971925945281982 -0.0062224464719380047 0.017774112882713477 0.0086607265472412112 -0.036897615457878168 leaf_weight=56 66 24 4154 55 54 60 32 56 109 56 26 50 8269 48 22 127 leaf_count=56 66 24 4154 55 54 60 32 56 109 56 26 50 8269 48 22 127 internal_value=0 0.00139395 0.000863406 0.0389047 -0.0264979 0.256778 -0.000909372 -0.257704 0.0223637 -0.164836 -0.00133125 -0.00167243 -0.00113512 0.0897904 -0.0943809 -0.00924371 internal_weight=0 13152 13128 575 449 126 12553 112 338 111 12521 12495 12423 102 72 236 internal_count=13264 13152 13128 575 449 126 12553 112 338 111 12521 12495 12423 102 72 236 cat_boundaries=0 4 8 9 13 14 15 19 cat_threshold=0 0 35651840 131072 67125248 540672 3226009600 18907680 2208 0 16384 1074331648 32800 1090 1038 0 0 2147483648 16777728 is_linear=0 shrinkage=0.01 Tree=961 num_leaves=15 num_cat=2 split_feature=25 3 25 4 26 6 16 3 4 0 6 26 3 0 split_gain=79533.8 19926.6 8762.92 24146.3 8432.43 7370.47 6629.07 6550.41 6368.48 5785.79 7643.4 4999.26 4654.22 135.575 threshold=0 333.3454000000001 1 36.127320000000005 2022.5000000000002 287.60640000000006 154.53000000000006 149.69580000000005 166.68000000000004 1.9796 15.580500000000002 2022.5000000000002 243.26250000000002 176.53925000000004 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 9 -1 6 7 8 -4 10 11 -2 -9 -11 right_child=1 -3 5 -5 -6 -7 -8 12 -10 13 -12 -13 -14 -15 leaf_value=-0.19113708704710008 0.079483989482831877 0.2892632059256236 -0.0015548188631683141 -0.25930365837537328 -0.36467622970896107 0.18624735627855576 0.17626893111637659 -0.16403876032148088 0.097688128398014953 -0.082026763379573819 0.25287774774432181 0.015591840350693 0.018291709763663157 -0.04520623350143433 leaf_weight=56 302 24 12364 26 56 21 21 42 65 20 20 206 21 20 leaf_count=56 302 24 12364 26 56 21 21 42 65 20 20 206 21 20 internal_value=0 0.00137993 0.00085469 0.0380581 -0.255127 -0.000938035 -0.00125293 -0.00155136 -0.00103581 0.0523398 0.0611243 0.053575 -0.103262 -0.0636165 internal_weight=0 13152 13128 594 112 12534 12513 12492 12429 568 528 508 63 40 internal_count=13264 13152 13128 594 112 12534 12513 12492 12429 568 528 508 63 40 cat_boundaries=0 4 8 cat_threshold=0 0 35651840 131072 67125248 540672 3226011648 18907680 is_linear=0 shrinkage=0.01 Tree=962 num_leaves=17 num_cat=5 split_feature=25 3 25 24 25 2 26 26 26 5 3 7 24 3 26 26 split_gain=77951 19530.1 8602.67 72321.2 32631.9 8311.7 8264.63 8148.79 7209.85 6816.67 5816.68 6227.79 4688.69 3261.97 2075.51 1714.34 threshold=0 333.3454000000001 1 2 3 255.10500000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 284.98750000000007 137.37250000000003 231.40000000000003 4 243.26250000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 9 2 2 2 2 2 2 2 1 2 2 2 left_child=6 2 3 7 8 9 -1 -2 -5 10 11 -4 14 -12 -6 -14 right_child=1 -3 5 4 12 -7 -8 -9 -10 -11 13 -13 15 -15 -16 -17 leaf_value=-0.18922571730400836 0.34189835728146134 0.28637054810921353 -0.0014421546805531238 -0.096948882406408129 -0.061219367743019129 0.15763698155229741 -0.36102946993495738 0.17824593202821143 -0.25814296638060891 0.16047610502976639 -0.13872781962156297 0.14527274664106041 0.085192267681161574 0.0083193879777734934 0.021638437989404645 0.023993388035812892 leaf_weight=56 64 24 12422 55 62 33 56 58 56 26 48 29 120 22 59 74 leaf_count=56 64 24 12422 55 62 33 56 58 56 26 48 29 120 22 59 74 internal_value=0 0.00136613 0.000846143 0.0392674 -0.0236435 -0.000858066 -0.252576 0.244089 -0.163539 -0.00127561 -0.00161149 -0.00110044 0.0291682 -0.092513 -0.0192285 0.0588166 internal_weight=0 13152 13128 548 426 12580 112 122 111 12547 12521 12451 315 70 121 194 internal_count=13264 13152 13128 548 426 12580 112 122 111 12547 12521 12451 315 70 121 194 cat_boundaries=0 4 8 9 13 14 cat_threshold=0 0 35651840 131072 67125248 81920 3226009600 18907680 2208 0 16384 1074331648 32800 540 is_linear=0 shrinkage=0.01 Tree=963 num_leaves=12 num_cat=5 split_feature=25 10 7 4 25 24 25 25 4 26 14 split_gain=76399.8 14839.8 10330 11354.5 11819.3 49973.7 26532.1 21482.6 9918.93 8100.16 7672.98 threshold=0 259.57500000000005 355.00000000000006 333.3454000000001 1 2 3 4 216.24000000000004 2022.5000000000002 104.94300000000001 decision_type=9 2 2 2 9 1 9 9 2 2 2 left_child=9 2 3 4 5 6 -2 -7 10 -1 -6 right_child=1 -3 -4 -5 8 7 -8 -9 -10 -11 -12 leaf_value=-0.18733345954013722 0.030348792728476636 0.24002378880977632 0.2224924048923311 -0.23756194400787356 -0.0015798824151609099 -0.13576070740811216 0.24356796175241471 0.015818155981027163 0.17161302508729875 -0.35741916639464244 -0.1542696665238702 leaf_weight=56 117 26 21 20 12235 110 138 419 33 56 33 leaf_count=56 117 26 21 20 12235 110 138 419 33 56 33 internal_value=0 0.00135247 0.000880743 0.000525623 0.000889532 0.0382834 0.150575 -0.0176351 -0.00152364 -0.25005 -0.00199061 internal_weight=0 13152 13126 13105 13085 784 255 529 12301 112 12268 internal_count=13264 13152 13126 13105 13085 784 255 529 12301 112 12268 cat_boundaries=0 4 8 9 13 17 cat_threshold=0 0 35651840 131072 67125248 606272 3226011648 18907680 2210 0 589824 2151677952 2097664 16384 16384 1074266112 32800 is_linear=0 shrinkage=0.01 Tree=964 num_leaves=12 num_cat=1 split_feature=3 4 3 21 1 17 24 1 21 21 3 split_gain=10514.7 6308.1 5423.9 5168.4 7939.71 4982.78 4018.48 3021.94 1403.5 3481.39 370.19 threshold=333.3454000000001 344.25000000000006 117.39000000000001 10.897500000000003 339.56250000000006 123.45650000000002 0 14.635 25.689000000000004 54.201000000000008 216.24000000000004 decision_type=2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 4 5 6 -1 10 -5 -10 -4 right_child=-2 -3 7 8 -6 -7 -8 -9 9 -11 -12 leaf_value=0.006223426593093751 0.19263285864676749 -0.17054737047715621 -0.13111145615577699 0.13268799474462867 -0.16350975994269054 -0.15455269018809001 -0.0050576984714723995 0.030564831137657164 -0.046262942852363702 0.13582518475396294 -0.085438796622412549 leaf_weight=5376 28 22 36 32 30 21 7622 20 21 21 35 leaf_count=5376 28 22 36 32 30 21 7622 20 21 21 35 internal_value=0 -0.00135662 -0.00107493 -0.00054142 -0.00101401 -0.000639572 -0.000390905 -0.0780118 0.0827949 0.0447811 -0.108597 internal_weight=0 13236 13214 13123 13049 13019 12998 91 74 42 71 internal_count=13264 13236 13214 13123 13049 13019 12998 91 74 42 71 cat_boundaries=0 1 cat_threshold=3114 is_linear=0 shrinkage=0.01 Tree=965 num_leaves=12 num_cat=3 split_feature=25 8 25 26 0 2 25 0 4 26 2 split_gain=38115.4 17258 17084.3 32666.6 15387.3 10071.8 10389 12096.1 10269.9 1007.82 439.513 threshold=0 272.07425000000006 1 2022.5000000000002 344.25000000000006 255.10500000000002 2 176.53925000000004 18.645000000000003 2022.5000000000002 355.00000000000006 decision_type=9 2 9 2 2 2 9 2 2 2 2 left_child=9 2 3 -2 5 6 8 -8 -4 -1 -7 right_child=1 -3 4 -5 -6 10 7 -9 -10 -11 -12 leaf_value=-0.12760411991522863 -0.060459447118971082 -0.24594587155750819 -0.069181782838545355 0.30283994440598921 0.25450602928797406 0.12332207339150567 0.0013952406921581707 0.14372141395012539 0.14119680843353272 -0.17671502198113334 0.18802009412220547 leaf_weight=78 45 28 323 55 24 21 12529 60 25 90 21 leaf_count=78 45 28 323 55 24 21 12529 60 25 90 21 internal_value=0 0.00205341 0.00258493 0.126687 0.00153191 0.00106531 0.000563381 0.00207193 -0.0525581 -0.145267 0.155671 internal_weight=0 13131 13103 100 13003 12979 12937 12589 348 168 42 internal_count=13299 13131 13103 100 13003 12979 12937 12589 348 168 42 cat_boundaries=0 4 8 11 cat_threshold=0 2113536 0 32800 0 0 2097408 131584 0 64 3225487360 is_linear=0 shrinkage=0.01 Tree=966 num_leaves=15 num_cat=2 split_feature=25 8 25 26 0 1 0 3 6 18 0 3 3 26 split_gain=37356.9 16914.6 15501.2 34823.6 13815.5 31557.8 10841.7 8845.94 12475.1 6592.95 3291.4 1880.74 3216.23 987.766 threshold=0 272.07425000000006 1 2022.5000000000002 105.004 21.947000000000003 333.3454000000001 149.69580000000005 218.62500000000003 30.473500000000005 211.57500000000002 216.24000000000004 293.85000000000008 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 3 -2 7 6 10 8 9 -4 -6 -9 -13 -1 right_child=1 -3 4 -5 5 -7 -8 11 -10 -11 -12 12 -14 -15 leaf_value=-0.12632807655212205 -0.063987484020846225 -0.24348641463688442 0.00098461533167627877 0.27505213282325053 -0.073719737350940714 0.4074097454437503 0.23809390938282016 -0.18412940718910911 0.17960891240682358 -0.10322758796762248 0.045600042648093649 -0.011740476868369362 -0.16578514658886456 -0.17494787279764812 leaf_weight=78 56 28 12663 66 50 27 20 22 39 61 43 33 23 90 leaf_count=78 56 28 12663 66 50 27 20 22 39 61 43 33 23 90 internal_value=0 0.00203287 0.00255908 0.11038 0.00145958 0.100263 0.0268734 0.000383514 0.00103236 0.000485013 -0.0185504 -0.105786 -0.0750088 -0.143814 internal_weight=0 13131 13103 122 12981 140 113 12841 12763 12724 93 78 56 168 internal_count=13299 13131 13103 122 12981 140 113 12841 12763 12724 93 78 56 168 cat_boundaries=0 4 8 cat_threshold=0 2113536 0 32800 0 0 35651840 512 is_linear=0 shrinkage=0.01 Tree=967 num_leaves=12 num_cat=3 split_feature=25 8 25 26 0 2 25 0 4 26 2 split_gain=36613.5 16578 16499.2 31518.6 14730.6 9877.2 10176.4 11712.6 10042.3 968.109 431.9 threshold=0 272.07425000000006 1 2022.5000000000002 344.25000000000006 255.10500000000002 2 176.53925000000004 18.645000000000003 2022.5000000000002 355.00000000000006 decision_type=9 2 9 2 2 2 9 2 2 2 2 left_child=9 2 3 -2 5 6 8 -8 -4 -1 -7 right_child=1 -3 4 -5 -6 10 7 -9 -10 -11 -12 leaf_value=-0.12506479635261572 -0.059331673675113258 -0.24105155331747874 -0.068470211793948257 0.29752685720270333 0.24901564757029218 0.12207914227531071 0.0013722590875560779 0.14142388534545899 0.13956439189910888 -0.17319839085472954 0.18621441557293847 leaf_weight=78 45 28 323 55 24 21 12529 60 25 90 21 leaf_count=78 45 28 323 55 24 21 12529 60 25 90 21 internal_value=0 0.00201254 0.00253349 0.124491 0.00149867 0.00104213 0.00054508 0.00203814 -0.0520301 -0.142376 0.154147 internal_weight=0 13131 13103 100 13003 12979 12937 12589 348 168 42 internal_count=13299 13131 13103 100 13003 12979 12937 12589 348 168 42 cat_boundaries=0 4 8 11 cat_threshold=0 2113536 0 32800 0 0 2097408 131584 0 64 3225487360 is_linear=0 shrinkage=0.01 Tree=968 num_leaves=13 num_cat=2 split_feature=25 8 25 26 0 26 2 7 5 0 26 2 split_gain=35884.9 16248.1 15630.4 29682.1 13260.1 16369.3 10361.3 8622.4 9521.17 4222.66 948.844 253.151 threshold=0 272.07425000000006 1 2022.5000000000002 176.53925000000004 2022.5000000000002 255.10500000000002 272.07425000000006 279.07800000000003 232.87500000000003 2022.5000000000002 355.00000000000006 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 left_child=10 2 3 -2 6 -6 7 8 -4 -7 -1 -8 right_child=1 -3 4 -5 5 9 11 -9 -10 -11 -12 -13 leaf_value=-0.12381414945691059 -0.042332861727138731 -0.23864102533885412 6.4040046678784797e-05 0.28783018497484075 0.28005235872770612 0.12165571939377558 0.1338587373495102 -0.20236706956511452 0.2037075787005217 -0.05869806507054498 -0.17146640756395129 0.18357028291338967 leaf_weight=78 53 28 12816 56 38 21 20 21 23 34 90 21 leaf_count=78 53 28 12816 56 38 21 20 21 23 34 90 21 internal_value=0 0.00199242 0.00250815 0.116595 0.00146028 0.120441 0.000603709 9.76908e-05 0.00042885 0.0101643 -0.140952 0.159321 internal_weight=0 13131 13103 109 12994 93 12901 12860 12839 55 168 41 internal_count=13299 13131 13103 109 12994 93 12901 12860 12839 55 168 41 cat_boundaries=0 4 8 cat_threshold=0 2113536 0 32800 0 0 35651840 8192 is_linear=0 shrinkage=0.01 Tree=969 num_leaves=11 num_cat=3 split_feature=25 8 25 26 0 2 10 25 2 26 split_gain=35151.6 28461.8 15904.4 30620.1 16078.3 11227 12384.5 8705.21 317.989 33.3462 threshold=0 272.07425000000006 1 2022.5000000000002 344.25000000000006 255.10500000000002 259.57500000000005 2 355.00000000000006 2022.5000000000002 decision_type=9 2 9 2 2 2 2 9 2 2 left_child=9 2 3 -2 5 6 7 -4 -7 -1 right_child=1 -3 4 -5 -6 8 -8 -9 -10 -11 leaf_value=-0.12706071927435697 -0.058597039434644914 -0.32215199929696547 -0.043986992065405621 0.29313802693106911 0.26600210604460345 0.14044989573955538 0.24950189402699471 0.0019834307672625478 0.19684036657214166 -0.13503949785232544 leaf_weight=100 45 27 416 55 23 20 20 12463 20 110 leaf_count=100 45 27 416 55 23 20 20 12463 20 110 internal_value=0 0.00218661 0.00285871 0.122597 0.00183894 0.00137079 0.000852075 0.000465942 0.168645 -0.125275 internal_weight=0 13089 13062 100 12962 12939 12899 12879 40 210 internal_count=13299 13089 13062 100 12962 12939 12899 12879 40 210 cat_boundaries=0 4 8 11 cat_threshold=0 2113536 4194304 32800 0 0 2097408 131584 0 64 3238070272 is_linear=0 shrinkage=0.01 Tree=970 num_leaves=13 num_cat=5 split_feature=25 26 7 2 10 25 24 25 25 0 2 0 split_gain=83343.5 10734.9 10477.6 8673.03 11072.6 9963.14 14220.9 23942.3 13497.9 9665.06 12515.1 9778.21 threshold=0 2022.5000000000002 333.3454000000001 263.93200000000007 273.29900000000004 1 2 3 4 189.93750000000003 149.26580000000004 232.87500000000003 decision_type=9 2 2 2 2 9 1 9 9 2 2 2 left_child=1 -1 3 4 5 6 7 -2 -8 10 -7 -11 right_child=2 -3 -4 -5 -6 9 8 -9 -10 11 -12 -13 leaf_value=-0.17214059068849594 0.01434442383386356 -0.35319387883406422 0.22421411409264519 -0.1445490243376755 0.23056016472123919 -0.0012673530634204162 0.037298151751359303 0.18346226926866943 -0.083847723634292687 -0.30573730182647707 0.18545726388692857 -0.043351023654852598 leaf_weight=66 221 65 21 41 21 12268 245 133 134 20 36 49 leaf_count=66 221 65 21 41 21 12268 245 133 134 20 36 49 internal_value=0 -0.243396 0.00102273 0.000667566 0.00112113 0.000753491 0.0363198 0.0811777 -0.0065888 -0.00138176 -0.00072102 -0.119405 internal_weight=0 131 13189 13168 13127 13106 733 354 379 12373 12304 69 internal_count=13320 131 13189 13168 13127 13106 733 354 379 12373 12304 69 cat_boundaries=0 4 8 9 11 13 cat_threshold=0 16384 37748992 32 201343232 2097152 2818048 172032 2227 134217984 2097152 134217984 2097152 is_linear=0 shrinkage=0.01 Tree=971 num_leaves=12 num_cat=3 split_feature=25 14 10 7 26 25 8 2 2 25 8 split_gain=81685.8 16890.5 13012.6 13167.9 10521.3 10516 13933.2 12145.1 10834.6 11516.4 714.274 threshold=0 182.65800000000004 267.95700000000005 279.07800000000003 2022.5000000000002 1 2.1690000000000005 67.575000000000003 233.80500000000004 2 39.071000000000012 decision_type=9 2 2 2 2 9 2 2 2 9 2 left_child=4 2 3 5 -1 6 7 -2 9 -7 -8 right_child=1 -3 -4 -5 -6 8 10 -9 -10 -11 -12 leaf_value=-0.17041918564813607 -0.029228378053399267 0.24208516729289087 -0.24251748064024881 0.22150271275529154 -0.34966194350902852 0.068119875162729104 -0.23084297952197846 0.16915856897830964 -0.1901031192828869 0.0019458701396682411 -0.15707247444561551 leaf_weight=66 865 29 22 27 65 259 21 32 29 11870 35 leaf_count=66 865 29 22 27 65 259 21 32 29 11870 35 internal_value=0 0.00101365 0.000483182 0.000890094 -0.240962 0.000435778 -0.0313756 -0.022151 0.00295268 0.0034167 -0.184736 internal_weight=0 13189 13160 13138 131 13111 953 897 12158 12129 56 internal_count=13320 13189 13160 13138 131 13111 953 897 12158 12129 56 cat_boundaries=0 4 8 12 cat_threshold=0 16384 37748992 32 512 192 3238283264 512 256 2097152 2752512 163840 is_linear=0 shrinkage=0.01 Tree=972 num_leaves=12 num_cat=0 split_feature=0 7 14 10 4 3 5 5 0 0 0 split_gain=12334.7 14762.3 12204.2 21430 23249.1 11082.7 7062.15 2658.83 4600.92 2543.03 112.547 threshold=189.93750000000003 333.3454000000001 182.65800000000004 267.95700000000005 285.62500000000006 293.85000000000008 199.12500000000003 27.749250000000004 365.72000000000008 259.57500000000005 228.56250000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 10 -2 right_child=7 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.00045327675539241048 -0.14936808860820272 0.26427589960396292 0.20748194634914399 -0.32070772420792354 -0.31196073830127719 -0.21975402813890707 -0.10739614046377238 -0.0051851994083041246 -0.2521789210775624 -0.0057905561973651256 -0.11693239413201809 leaf_weight=13031 23 21 28 21 24 23 61 21 23 24 20 leaf_count=13031 23 21 28 21 24 23 61 21 23 24 20 internal_value=0 -0.000648156 -0.00107001 -0.00151374 -0.00100357 -0.00043453 -4.92297e-05 -0.106505 -0.130147 -0.088255 -0.134282 internal_weight=0 13209 13188 13160 13139 13115 13092 111 90 67 43 internal_count=13320 13209 13188 13160 13139 13115 13092 111 90 67 43 is_linear=0 shrinkage=0.01 Tree=973 num_leaves=9 num_cat=2 split_feature=25 14 10 7 4 0 25 26 split_gain=89996.8 14779.7 17756.6 11638.4 18443.6 15368.1 15354.5 4828.75 threshold=0 182.65800000000004 273.29900000000004 333.3454000000001 255.10500000000002 365.72000000000008 1 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 left_child=7 2 3 4 5 6 -2 -1 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=-0.2345412068467202 0.11326310080582978 0.22267941435178121 -0.29726985707879067 0.23614903007234847 -0.22870535366875785 -0.26292137145996092 0.00054931340835364891 -0.36658776967030654 leaf_weight=58 112 30 20 21 35 22 12969 53 leaf_count=58 112 30 20 21 35 22 12969 53 internal_value=0 0.000972297 0.000468352 0.000920876 0.000544884 0.00115724 0.00160138 -0.272996 internal_weight=0 13209 13179 13159 13138 13103 13081 111 internal_count=13320 13209 13179 13159 13138 13103 13081 111 cat_boundaries=0 4 8 cat_threshold=0 16384 33571072 32 0 0 2752512 163840 is_linear=0 shrinkage=0.01 Tree=974 num_leaves=10 num_cat=2 split_feature=25 4 5 25 26 16 12 26 0 split_gain=79216.7 12983.4 14291 9758.02 13775.2 9646.2 7368.11 7298.66 6697.9 threshold=0 344.25000000000006 333.3454000000001 1 2022.5000000000002 66.397500000000022 178.65425000000002 2022.5000000000002 189.93750000000003 decision_type=9 2 2 9 2 2 2 2 2 left_child=7 2 3 4 -2 6 8 -1 -5 right_child=1 -3 -4 5 -6 -7 -8 -9 -10 leaf_value=-0.18265031719818414 -0.010897069281280631 0.23339057634274166 -0.26007039705912272 0.0006205213676773396 0.15426235324085349 -0.16133020787625701 0.17187472323775294 -0.33252601671963933 -0.088442500783240091 leaf_weight=66 101 24 21 12796 101 37 25 64 85 leaf_count=66 101 24 21 12796 101 37 25 64 85 internal_value=0 0.00101288 0.000590054 0.00100648 0.0683014 -9.6485e-05 0.000365679 -0.238118 3.28064e-05 internal_weight=0 13190 13166 13145 202 12943 12906 130 12881 internal_count=13320 13190 13166 13145 202 12943 12906 130 12881 cat_boundaries=0 4 7 cat_threshold=0 16384 1107296512 32 0 2097152 2752512 is_linear=0 shrinkage=0.01 Tree=975 num_leaves=15 num_cat=2 split_feature=6 25 4 4 0 1 2 25 14 1 2 2 4 14 split_gain=16486 14964.9 25909.5 10142.5 9537.17 11939.1 16087.9 14641.1 8876.91 7729.76 8553.59 7810.77 5494.32 388.146 threshold=365.72000000000008 0 21.660000000000004 216.24000000000004 13.106250000000001 4.4228000000000014 4.4228000000000014 1 90.340000000000018 255.10500000000002 255.10500000000002 176.53925000000004 255.10500000000002 182.65800000000004 decision_type=2 9 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 9 10 11 -3 -5 -10 right_child=-2 3 -4 12 -6 -7 -8 -9 13 -11 -12 -13 -14 -15 leaf_value=0.21131478841962487 -0.28353344130516056 0.001087028371477228 -0.24989228542034445 0.26671042823791502 -0.11599703540802002 -0.10168067648075521 -0.15860371631124745 0.068781914835661845 -0.10630848652124404 0.14396510479677666 0.15505405710803138 -0.15534264862537384 0.063714386701583858 -0.16541274747848511 leaf_weight=106 20 12680 26 20 25 32 23 296 20 38 36 32 40 25 leaf_count=106 20 12680 26 20 25 32 23 296 20 38 36 32 40 25 internal_value=0 0.00378741 0.0564884 0.00166549 0.0741871 0.0845911 0.0986162 0.113333 0.00106022 0.00155367 0.00112916 0.000693247 0.13138 -0.139144 internal_weight=0 13399 508 12891 482 457 425 402 12831 12786 12748 12712 60 45 internal_count=13419 13399 508 12891 482 457 425 402 12831 12786 12748 12712 60 45 cat_boundaries=0 4 8 cat_threshold=67108864 16384 2204631296 32768 0 16384 6291712 32768 is_linear=0 shrinkage=0.01 Tree=976 num_leaves=18 num_cat=4 split_feature=4 25 24 25 26 25 26 4 5 14 13 7 4 5 26 14 26 split_gain=14207.7 16428 86459.1 69266.9 54330.7 49127.2 26475.5 19366.9 10098.5 7689.41 8078.41 7747.53 1248.5 463.305 258.614 179.759 168.409 threshold=365.72000000000008 0 1 2 2022.5000000000002 3 2022.5000000000002 216.24000000000004 199.12500000000003 90.340000000000018 192.44922000000003 105.004 255.10500000000002 296.22550000000007 2022.5000000000002 192.44922000000003 2022.5000000000002 decision_type=2 9 1 9 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 14 -5 16 -7 8 9 10 11 -3 -9 -10 -1 -11 -4 right_child=-2 7 5 4 -6 6 -8 12 13 15 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.034663703668685188 -0.24500000777451889 0.0021066689630165909 0.081693826444813475 0.1710803722956824 0.58977603759921959 -0.079537305831909183 -0.37416406002201014 0.26404332876205444 -0.15461673699532236 -0.1158460116237402 0.19779384462606339 -0.09850638055569165 0.15980043322951706 -0.096053406108509418 0.006920517534017563 -0.15824405312538148 0.058472712840884927 leaf_weight=63 23 12648 61 63 61 61 61 20 35 20 21 77 27 22 72 20 64 leaf_count=63 23 12648 61 63 61 61 61 20 35 20 21 77 27 22 72 20 64 internal_value=0 0.00375403 0.0590819 0.183779 0.348913 -0.0737362 -0.209665 0.0015351 0.000794773 0.00138683 0.00182126 0.00149785 0.204159 -0.132013 0.0184972 -0.137045 0.0646339 internal_weight=0 13396 506 259 124 247 122 12890 12843 12786 12746 12725 47 57 135 40 125 internal_count=13419 13396 506 259 124 247 122 12890 12843 12786 12746 12725 47 57 135 40 125 cat_boundaries=0 4 5 8 11 cat_threshold=67108864 16384 2204631296 32768 2737 0 0 2168455168 0 0 2168455168 is_linear=0 shrinkage=0.01 Tree=977 num_leaves=10 num_cat=0 split_feature=6 3 3 12 4 7 6 2 3 split_gain=16221.8 14055.1 14151.8 9827.02 8420.15 6164.23 11837.7 4082.11 2367.89 threshold=365.72000000000008 365.72000000000008 216.24000000000004 246.67500000000004 285.62500000000006 41.517500000000005 218.62500000000003 13.704000000000002 272.07425000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -4 right_child=-2 -3 8 -5 -6 7 -8 -9 -10 leaf_value=0.0038304133871200226 -0.28128980910778045 -0.26117811820097264 0.11601866771434916 0.22498960709571841 -0.15637914672042386 -0.075354004975867597 0.18798411270550319 0.07698291802406311 0.25745636919140813 leaf_weight=13076 20 20 29 20 33 146 35 20 20 leaf_count=13076 20 20 29 20 33 146 35 20 20 internal_value=0 0.00371918 0.00411517 0.00349161 0.00315878 0.00355531 0.00432201 -0.0570002 0.173748 internal_weight=0 13399 13379 13330 13310 13277 13111 166 49 internal_count=13419 13399 13379 13330 13310 13277 13111 166 49 is_linear=0 shrinkage=0.01 Tree=978 num_leaves=16 num_cat=2 split_feature=6 25 4 4 0 1 2 25 14 1 5 2 4 14 5 split_gain=15899 14420.2 25321.1 9874.88 9305.58 11697.1 15734.4 14413.1 8532.27 7577.43 10852.2 9019.63 5190.29 378.551 153.384 threshold=365.72000000000008 0 21.660000000000004 216.24000000000004 13.106250000000001 4.4228000000000014 4.4228000000000014 1 90.340000000000018 255.10500000000002 199.12500000000003 255.10500000000002 255.10500000000002 182.65800000000004 279.07800000000003 decision_type=2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 9 10 11 -3 -5 -10 -12 right_child=-2 3 -4 12 -6 -7 -8 -9 13 -11 14 -13 -14 -15 -16 leaf_value=0.20876341131226769 -0.27847690749168397 0.0011718101800767074 -0.24747545829186074 0.26112375593185427 -0.11495790176391602 -0.1011947763338685 -0.15731574721958327 0.067493910766115384 -0.10402667598426342 0.14248681108810402 -0.13866735551506282 0.16426541873637368 0.063824138283729556 -0.1623958604812622 -0.17616423892974856 leaf_weight=106 20 12670 26 20 25 32 23 296 20 38 24 34 40 25 20 leaf_count=106 20 12670 26 20 25 32 23 296 20 38 24 34 40 25 20 internal_value=0 0.00368199 0.0554148 0.00159911 0.072903 0.0831799 0.0970622 0.111616 0.00100184 0.00148561 0.00106531 0.0016083 0.129591 -0.136454 -0.155711 internal_weight=0 13399 508 12891 482 457 425 402 12831 12786 12748 12704 60 45 44 internal_count=13419 13399 508 12891 482 457 425 402 12831 12786 12748 12704 60 45 44 cat_boundaries=0 4 8 cat_threshold=67108864 16384 2204631296 32768 0 16384 6291712 32768 is_linear=0 shrinkage=0.01 Tree=979 num_leaves=18 num_cat=4 split_feature=6 25 24 25 26 25 26 4 14 1 5 2 4 14 5 26 26 split_gain=15582.8 14161.5 82977.5 70625.4 53738.6 51068.8 25745.5 9678.37 8362.48 7426.64 10636.2 8840.14 5087 371.018 150.331 79.0256 67.0822 threshold=365.72000000000008 0 1 2 2022.5000000000002 3 2022.5000000000002 216.24000000000004 90.340000000000018 255.10500000000002 199.12500000000003 255.10500000000002 255.10500000000002 182.65800000000004 279.07800000000003 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 16 -5 15 -7 8 9 10 11 -3 -9 -10 -12 -4 -1 right_child=-2 7 5 4 -6 6 -8 12 13 -11 14 -13 -14 -15 -16 -17 -18 leaf_value=0.020476137418013352 -0.27569214189052582 0.001160092100814656 0.080305537962522669 0.16618123554048084 0.58258918687945516 -0.086658043121137923 -0.37602047548919432 0.25851251935958863 -0.10298640936613083 0.14106194279303677 -0.13728068305800359 0.16262276877375212 0.063185892224311827 -0.16077190399169922 -0.17440259718894957 0.064337211043115655 0.0064628201309177612 leaf_weight=65 20 12670 61 63 61 62 61 20 20 38 24 34 40 25 20 63 72 leaf_count=65 20 12670 61 63 61 62 61 20 20 38 24 34 40 25 20 63 72 internal_value=0 0.00364723 0.054914 0.176397 0.343338 -0.0753236 -0.212858 0.00158312 0.000991823 0.00147076 0.00105466 0.00159222 0.128295 -0.135089 -0.154154 0.0668051 0.0122195 internal_weight=0 13399 508 261 124 247 123 12891 12831 12786 12748 12704 60 45 44 124 137 internal_count=13419 13399 508 261 124 247 123 12891 12831 12786 12748 12704 60 45 44 124 137 cat_boundaries=0 4 5 8 11 cat_threshold=67108864 16384 2204631296 32768 2737 0 0 2168455168 0 0 2168455168 is_linear=0 shrinkage=0.01 Tree=980 num_leaves=11 num_cat=4 split_feature=25 25 10 9 18 25 24 7 26 26 split_gain=25420 19298.5 23386.1 12927.2 8573.89 7871.07 29596.3 6725.54 4181.67 1846.97 threshold=0 1 279.07800000000003 273.29900000000004 95.142500000000013 2 3 255.10500000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 2 9 1 2 2 2 left_child=8 9 3 4 5 6 -3 -7 -1 -2 right_child=1 2 -4 -5 -6 7 -8 -9 -10 -11 leaf_value=-0.094903936584790557 0.091379316032484739 -0.047187474923809689 0.34153596878051756 -0.25471848621964455 -0.19753239284862173 -0.0013432936306139495 0.095572139065648098 -0.17634375364265659 -0.21451049364972533 0.17107882796771942 leaf_weight=60 54 244 20 20 22 12332 336 22 57 63 leaf_count=60 54 244 20 20 22 12332 336 22 57 63 internal_value=0 0.00104704 -0.000151629 -0.000678391 -0.000286233 4.92718e-05 0.0357328 -0.0016536 -0.141113 0.12372 internal_weight=0 13113 12996 12976 12956 12934 580 12354 117 117 internal_count=13230 13113 12996 12976 12956 12934 580 12354 117 117 cat_boundaries=0 3 6 10 11 cat_threshold=0 32768 2113536 16384 16384 4325632 67109120 2097168 1107886080 2269728 794 is_linear=0 shrinkage=0.01 Tree=981 num_leaves=12 num_cat=3 split_feature=25 25 10 3 4 25 5 1 26 26 4 split_gain=24914.2 18914.3 22920.7 24223.1 14319.9 11074.3 20060.4 6371.78 4098.46 1810.22 754.295 threshold=0 1 279.07800000000003 279.07800000000003 199.12500000000003 2 11.177000000000001 26.134500000000006 2022.5000000000002 2022.5000000000002 279.07800000000003 decision_type=9 9 2 2 2 9 2 2 2 2 2 left_child=8 9 3 4 5 6 -3 -7 -1 -2 -6 right_child=1 2 -4 -5 10 7 -8 -9 -10 -11 -12 leaf_value=-0.093954896142085395 0.090465508353448035 0.063068628961292755 0.33812061667442322 -0.2893601693367136 -0.11844473297531539 -0.0023831607332609151 -0.17842582523822784 0.04269189555822693 -0.21236538707719821 0.16936803227852262 -0.18723822857652392 leaf_weight=60 54 489 20 29 37 12034 37 322 57 63 28 leaf_count=60 54 489 20 29 37 12034 37 322 57 63 28 internal_value=0 0.00103694 -0.00014974 -0.000671234 -2.45993e-05 0.000722453 0.0452216 -0.00120752 -0.139702 0.122483 -0.148079 internal_weight=0 13113 12996 12976 12947 12882 526 12356 117 117 65 internal_count=13230 13113 12996 12976 12947 12882 526 12356 117 117 65 cat_boundaries=0 3 6 10 cat_threshold=0 32768 2113536 16384 16384 4325632 67108864 2097168 1107886080 2269728 is_linear=0 shrinkage=0.01 Tree=982 num_leaves=11 num_cat=4 split_feature=25 25 14 3 4 25 24 0 4 4 split_gain=24418.4 18537.9 11571.4 17194.1 12256.5 9924.12 19201.6 9042.31 3438.78 781.302 threshold=0 1 182.65800000000004 344.25000000000006 175.26000000000002 2 3 176.53925000000004 333.3454000000001 255.10500000000002 decision_type=9 9 2 2 2 9 1 2 2 2 left_child=-1 -2 3 4 5 6 -3 -7 9 -6 right_child=1 2 -4 -5 8 7 -8 -9 -10 -11 leaf_value=-0.13830472182335815 0.121258027526572 -0.055565273622671767 0.2029212530170168 -0.28649584003857204 -0.13557950672350433 -0.0017659670880970212 0.078353824347816417 0.12674158982797104 -0.01362288577216012 -0.21158307915642149 leaf_weight=117 117 140 28 21 38 12282 390 55 21 21 leaf_count=117 117 140 28 21 38 12282 390 55 21 21 internal_value=0 0.00102657 -0.000148243 -0.000586817 -0.000123073 0.000644122 0.0426051 -0.0011921 -0.123517 -0.162632 internal_weight=0 13113 12996 12968 12947 12867 530 12337 80 59 internal_count=13230 13113 12996 12968 12947 12867 530 12337 80 59 cat_boundaries=0 3 6 10 11 cat_threshold=0 32768 2113536 16384 16384 4325632 67109120 2097168 1107886080 2138656 530 is_linear=0 shrinkage=0.01 Tree=983 num_leaves=14 num_cat=5 split_feature=25 25 10 4 25 24 5 7 1 26 24 4 26 split_gain=23970.7 18197.8 22427.2 18833.9 9359.57 30151.1 19308.3 7955.46 6765.84 4016.9 2947.02 2252.64 1774.19 threshold=0 1 279.07800000000003 199.12500000000003 2 3 11.177000000000001 255.10500000000002 26.134500000000006 2022.5000000000002 4 279.07800000000003 2022.5000000000002 decision_type=9 9 2 2 9 1 2 2 2 2 1 2 2 left_child=9 12 3 4 5 10 -7 8 -6 -1 -3 -5 -2 right_child=1 2 -4 11 7 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.091632300585508336 0.088348280260408377 -0.010874390830011928 0.33446248435974119 -0.11567853425000164 -0.0024441305109780091 0.1303616140919252 -0.16501935154199601 -0.18738738248043735 0.044004039711648631 -0.20885868725546619 -0.085335526889020755 -0.23228468362490337 0.166461780326707 leaf_weight=60 54 126 20 37 12030 284 24 23 322 57 100 30 63 leaf_count=60 54 126 20 37 12030 284 24 23 322 57 100 30 63 internal_value=0 0.00101741 -0.000146585 -0.000662433 0.000205509 0.0408022 0.103969 -0.001578 -0.00123329 -0.137031 -0.0460416 -0.16789 0.120141 internal_weight=0 13113 12996 12976 12909 534 308 12375 12352 117 226 67 117 internal_count=13230 13113 12996 12976 12909 534 308 12375 12352 117 226 67 117 cat_boundaries=0 3 6 10 11 12 cat_threshold=0 32768 2113536 16384 16384 4325632 67108864 2097168 1107886080 2269728 794 280 is_linear=0 shrinkage=0.01 Tree=984 num_leaves=12 num_cat=3 split_feature=25 25 10 3 4 25 8 8 26 26 4 split_gain=23493.4 17835.9 21981 23429.5 13481.5 10359.1 19284.8 12006 3936.96 1738.89 730.032 threshold=0 1 279.07800000000003 279.07800000000003 199.12500000000003 2 11.177000000000001 246.67500000000004 2022.5000000000002 2022.5000000000002 279.07800000000003 decision_type=9 9 2 2 2 9 2 2 2 2 2 left_child=8 9 3 4 5 6 -3 -7 -1 -2 -6 right_child=1 2 -4 -5 10 7 -8 -9 -10 -11 -12 leaf_value=-0.09071597742537657 0.087464792805689362 0.055345909040032039 0.33111786413192745 -0.28457708671175203 -0.1145217499861846 -0.0016204632210145668 -0.2403649824219958 0.24358902624249459 -0.20677009801592744 0.16479715631121683 -0.18219977140426635 leaf_weight=60 54 536 20 29 37 12303 23 20 57 63 28 leaf_count=60 54 536 20 29 37 12303 23 20 57 63 28 internal_value=0 0.0010065 -0.000145859 -0.000656551 -2.05966e-05 0.000704257 0.0424201 -0.0012215 -0.13566 0.11894 -0.143675 internal_weight=0 13113 12996 12976 12947 12882 559 12323 117 117 65 internal_count=13230 13113 12996 12976 12947 12882 559 12323 117 117 65 cat_boundaries=0 3 6 10 cat_threshold=0 32768 2113536 16384 16384 4325632 67108864 80 1107886080 2269728 is_linear=0 shrinkage=0.01 Tree=985 num_leaves=10 num_cat=3 split_feature=25 4 6 6 25 0 3 3 25 split_gain=62168.2 18241.6 11993.9 9929.46 8611.03 14795.4 13302.9 524.027 1554.03 threshold=0 344.25000000000006 355.00000000000006 218.62500000000003 1 344.25000000000006 279.07800000000003 25.910000000000004 2 decision_type=9 2 2 2 9 2 2 2 9 left_child=-1 2 3 4 7 6 -6 8 -2 right_child=1 -3 -4 -5 5 -7 -8 -9 -10 leaf_value=-0.23030061869676841 0.017370867690603649 0.25991192976633709 -0.22843832192213639 0.16370700981165912 -0.0014927477924151103 0.27027600669860841 -0.2422042576774307 0.10731352055072785 0.074991660823838582 leaf_weight=108 102 27 23 37 12874 20 23 20 134 leaf_count=108 102 27 23 37 12874 20 23 20 134 internal_value=0 0.000250828 -0.000278782 0.000118467 -0.000341016 -0.00149941 -0.00192202 0.0559797 0.0540014 internal_weight=0 13260 13233 13210 13173 12917 12897 256 236 internal_count=13368 13260 13233 13210 13173 12917 12897 256 236 cat_boundaries=0 3 7 11 cat_threshold=0 0 35782912 256 16384 1074267136 2269216 256 0 1024 2228224 is_linear=0 shrinkage=0.01 Tree=986 num_leaves=14 num_cat=4 split_feature=25 26 6 0 0 25 24 26 8 2 24 0 0 split_gain=61035.7 27447.7 15693.2 18722.4 11340.8 8749.72 37763.2 21061 18914.5 9883.26 6446.96 5947.97 3876.14 threshold=0 2022.5000000000002 365.72000000000008 344.25000000000006 140.32000000000002 1 2 2022.5000000000002 263.93200000000007 54.277999999999999 3 211.57500000000002 269.79925000000003 decision_type=9 2 2 2 2 9 1 2 2 2 1 2 2 left_child=1 -1 3 4 5 6 10 -8 9 -7 -2 -6 -13 right_child=2 -3 -4 -5 11 8 7 -9 -10 -11 -12 12 -14 leaf_value=-0.095701457670490667 0.19552454949348375 -0.41475896496039172 -0.27965738081932068 0.26373224894205732 -0.20707458478839771 -0.0020847010800216217 0.047999154110749565 -0.15089527208082101 0.30664469242095949 0.080115295147170904 0.068002082208045447 0.031138218720753987 -0.14600087861220043 leaf_weight=56 103 52 20 27 38 12517 105 108 20 148 123 30 21 leaf_count=56 103 52 20 27 38 12517 105 108 20 148 123 30 21 internal_value=0 -0.228193 0.000249016 0.000672024 0.000134475 0.000897404 0.0442801 -0.0504788 -0.000638381 -0.00112413 0.131943 -0.112367 -0.0418014 internal_weight=0 108 13260 13240 13213 13124 439 213 12685 12665 226 89 51 internal_count=13368 108 13260 13240 13213 13124 439 213 12685 12665 226 89 51 cat_boundaries=0 3 7 8 9 cat_threshold=0 0 35782912 4194560 16448 1074332672 2269216 442 416 is_linear=0 shrinkage=0.01 Tree=987 num_leaves=10 num_cat=3 split_feature=25 26 4 15 0 3 25 24 0 split_gain=59822.1 26901.5 17881.7 11652.6 12005.3 18479.8 10915.5 57960.7 9794.2 threshold=0 2022.5000000000002 344.25000000000006 214.15000000000003 344.25000000000006 333.3454000000001 1 2 140.32000000000002 decision_type=9 2 2 2 2 2 9 1 2 left_child=1 -1 3 4 5 6 7 -2 -8 right_child=2 -3 -4 -5 -6 -7 8 -9 -10 leaf_value=-0.094744443111121651 0.22321180137919217 -0.41061137754183546 0.25733543042783386 -0.24147070595622061 0.21475955889775203 -0.30407572436332703 -0.00046802375766397521 -0.073077619242019387 -0.11010587293200377 leaf_weight=56 113 52 27 20 26 20 12835 137 82 leaf_count=56 113 52 27 20 26 20 12835 137 82 internal_value=0 -0.225911 0.000248512 -0.000275849 8.92386e-05 -0.000334014 0.000127354 0.0642794 -0.00116313 internal_weight=0 108 13260 13233 13213 13187 13167 250 12917 internal_count=13368 108 13260 13233 13213 13187 13167 250 12917 cat_boundaries=0 3 7 8 cat_threshold=0 0 35782912 256 16384 1074267136 2269216 2529 is_linear=0 shrinkage=0.01 Tree=988 num_leaves=12 num_cat=3 split_feature=25 6 0 0 11 25 24 8 0 0 11 split_gain=58632.3 15344.3 18046.2 10936.2 8788.53 15054.8 65409.3 18495.5 5820.68 3812.39 520.86 threshold=0 365.72000000000008 344.25000000000006 140.32000000000002 92.932500000000019 1 2 263.93200000000007 211.57500000000002 269.79925000000003 211.12500000000003 decision_type=9 2 2 2 2 9 1 2 2 2 2 left_child=-1 2 3 4 5 6 -2 -7 -5 -10 -6 right_child=1 -3 -4 8 10 7 -8 -9 9 -11 -12 leaf_value=-0.22365175001954629 0.26561347158226584 -0.27653021168708802 0.25893155910350657 -0.2040271664920606 -0.088361027583931426 -0.00075734215954761886 -0.030715083176719733 0.30358291912078861 0.031805412133534751 -0.14387105589821225 -0.14544479497017399 leaf_weight=108 102 20 27 38 33 12716 222 20 30 21 31 leaf_count=108 102 20 27 38 33 12716 222 20 30 21 31 internal_value=0 0.000247158 0.000665437 0.000137686 0.000886879 0.00145973 0.067733 -0.000279202 -0.110339 -0.040532 -0.116011 internal_weight=0 13260 13240 13213 13124 13060 324 12736 89 51 64 internal_count=13368 13260 13240 13213 13124 13060 324 12736 89 51 64 cat_boundaries=0 3 7 8 cat_threshold=0 0 35782912 256 16448 1074266112 172064 418 is_linear=0 shrinkage=0.01 Tree=989 num_leaves=9 num_cat=3 split_feature=25 4 15 0 3 25 24 0 split_gain=57564.7 17544.5 11361 11481.5 18107.7 10596.9 56640.7 9405.16 threshold=0 344.25000000000006 214.15000000000003 344.25000000000006 333.3454000000001 1 2 140.32000000000002 decision_type=9 2 2 2 2 9 1 2 left_child=-1 2 3 4 5 6 -2 -7 right_child=1 -3 -4 -5 -6 7 -8 -9 leaf_value=-0.22160476139793961 0.22045169719472163 0.25489828772015044 -0.2384309501349926 0.21002264829782341 -0.30099432915449142 -0.00046002003175787335 -0.07243128960838123 -0.10789827685167151 leaf_weight=108 113 27 20 26 20 12835 137 82 leaf_count=108 113 27 20 26 20 12835 137 82 internal_value=0 0.000246457 -0.000272937 8.75536e-05 -0.000326363 0.000130337 0.0633391 -0.00114118 internal_weight=0 13260 13233 13213 13187 13167 250 12917 internal_count=13368 13260 13233 13213 13187 13167 250 12917 cat_boundaries=0 3 7 8 cat_threshold=0 0 35782912 256 16384 1074267136 2269216 2529 is_linear=0 shrinkage=0.01 Tree=990 num_leaves=11 num_cat=2 split_feature=8 25 13 10 25 26 26 4 7 4 split_gain=21557.8 22953.9 9935.33 12511.3 14501.8 6966.38 6851.85 6322.3 11135.6 610.93 threshold=341.27040000000005 0 118.09000000000002 279.07800000000003 1 2022.5000000000002 2022.5000000000002 216.24000000000004 255.10500000000002 285.62500000000006 decision_type=2 9 2 2 9 2 2 2 2 2 left_child=1 5 3 4 6 -1 -3 8 -6 -9 right_child=-2 2 -4 -5 7 -7 -8 9 -10 -11 leaf_value=-0.055107011180174983 0.32637590599060062 0.19031369211276375 0.16088830850626296 -0.24493172009785968 -0.0016770235738800411 -0.17719383265985095 0.03348136301224048 0.14491336694130533 -0.20497306020723449 0.074160629873690403 leaf_weight=95 20 60 38 21 12877 92 52 26 27 23 leaf_count=95 20 60 38 21 12877 92 52 26 27 23 internal_value=0 -0.00218337 -0.000573003 -0.0010423 -0.000650288 -0.109325 0.107868 -0.00167059 -0.0021024 0.111703 internal_weight=0 13311 13124 13086 13065 187 112 12953 12904 49 internal_count=13331 13311 13124 13086 13065 187 112 12953 12904 49 cat_boundaries=0 3 7 cat_threshold=16384 2097152 2097152 0 16384 1073742080 163840 is_linear=0 shrinkage=0.01 Tree=991 num_leaves=10 num_cat=4 split_feature=25 4 3 25 24 2 1 0 25 split_gain=18656.7 10864.1 17433.9 10090.9 103458 13219.6 9103.96 77025.4 17324.8 threshold=0 293.85000000000008 344.25000000000006 1 2 255.10500000000002 21.947000000000003 59.752500000000005 3 decision_type=9 2 2 9 1 2 2 2 9 left_child=-1 2 3 4 -2 6 8 -8 -5 right_child=1 -3 -4 5 -6 -7 7 -9 -10 leaf_value=-0.094072673455920325 0.2806461522685102 0.18682413724160962 -0.28849977782794406 -0.060299873131794808 -0.10515455872179513 0.18731621838099247 0.012728435284360337 0.65022742882370954 -0.00099787374996685579 leaf_weight=205 111 31 21 504 156 37 362 20 11884 leaf_count=205 111 31 21 504 156 37 362 20 11884 internal_value=0 -0.000158673 -0.000601441 -0.000139007 0.0595759 -0.00142934 -0.00197734 0.0461053 -0.00346003 internal_weight=0 13126 13095 13074 267 12807 12770 382 12388 internal_count=13331 13126 13095 13074 267 12807 12770 382 12388 cat_boundaries=0 3 6 7 9 cat_threshold=16384 2097152 2162688 0 16400 4866304 1700 768 64 is_linear=0 shrinkage=0.01 Tree=992 num_leaves=11 num_cat=2 split_feature=8 25 13 10 25 26 26 4 7 4 split_gain=21098.6 22127.1 9690.61 12352.3 14191.4 6827.75 6729.98 6116.41 10897.7 624.03 threshold=341.27040000000005 0 118.09000000000002 279.07800000000003 1 2022.5000000000002 2022.5000000000002 216.24000000000004 255.10500000000002 285.62500000000006 decision_type=2 9 2 2 9 2 2 2 2 2 left_child=1 5 3 4 6 -1 -3 8 -6 -9 right_child=-2 2 -4 -5 7 -7 -8 9 -10 -11 leaf_value=-0.05361521624342392 0.32289629173278811 0.18840565439065299 0.15889721073602375 -0.24336161204746792 -0.0016504121019335796 -0.17448116757299592 0.03297431161770454 0.14343032176677997 -0.20276343881531997 0.071923027038574214 leaf_weight=95 20 60 38 21 12877 92 52 26 27 23 leaf_count=95 20 60 38 21 12877 92 52 26 27 23 internal_value=0 -0.0021443 -0.000563198 -0.00102668 -0.000637164 -0.107339 0.106713 -0.0016465 -0.00207122 0.109866 internal_weight=0 13311 13124 13086 13065 187 112 12953 12904 49 internal_count=13331 13311 13124 13086 13065 187 112 12953 12904 49 cat_boundaries=0 3 7 cat_threshold=16384 2097152 2097152 0 16384 1073742080 163840 is_linear=0 shrinkage=0.01 Tree=993 num_leaves=12 num_cat=3 split_feature=8 25 25 9 8 2 4 25 26 26 9 split_gain=20678.7 21686.8 8556.26 9796.63 11952.9 8512.45 19553.3 12406.3 6691.88 6564.36 328.24 threshold=341.27040000000005 0 1 223.50400000000005 234.55500000000004 47.321700000000014 51.726358500000011 2 2022.5000000000002 2022.5000000000002 282.93750000000006 decision_type=2 9 9 2 2 2 2 9 2 2 2 left_child=1 8 9 4 5 7 -7 -4 -1 -3 -5 right_child=-2 2 3 10 -6 6 -8 -9 -10 -11 -12 leaf_value=-0.05307906222578726 0.31966730117797854 0.013065498582387374 -0.035996713690174015 0.12398205280303955 -0.24612576866149902 0.026840244079601831 0.33080705791711806 0.0004128990172872002 -0.17273635432610046 0.16223672472824485 0.18058816149121237 leaf_weight=95 20 59 1007 20 20 179 24 11735 92 59 21 leaf_count=95 20 59 1007 20 20 179 24 11735 92 59 21 internal_value=0 -0.00212286 -0.000557566 -0.00135725 -0.00184635 -0.00146894 0.0627772 -0.00249248 -0.106265 0.0808034 0.152975 internal_weight=0 13311 13124 13006 12965 12945 203 12742 187 118 41 internal_count=13331 13311 13124 13006 12965 12945 203 12742 187 118 41 cat_boundaries=0 3 6 10 cat_threshold=16384 2097152 2097152 0 16384 672000 512 589888 3225748480 512 is_linear=0 shrinkage=0.01 Tree=994 num_leaves=9 num_cat=5 split_feature=8 25 13 10 25 24 25 25 split_gain=20267.2 21255.1 9478.37 12147.5 13862.6 5745.09 29935.7 21372.7 threshold=341.27040000000005 0 118.09000000000002 279.07800000000003 1 2 3 4 decision_type=2 9 2 2 9 1 9 9 left_child=1 -1 3 4 -3 6 -6 -7 right_child=-2 2 -4 -5 5 7 -8 -9 leaf_value=-0.10520260387095552 0.31647062873840331 0.10547529452404039 0.15715227754492508 -0.24132770538330078 0.094636008386505391 -0.082440107854911029 -1.3284467134081972e-05 -0.0034765265475538033 leaf_weight=187 20 112 38 21 348 350 5028 7227 leaf_count=187 20 112 38 21 348 350 5028 7227 internal_value=0 -0.00210189 -0.000552262 -0.00101064 -0.000624364 -0.00162195 0.0062779 -0.0072279 internal_weight=0 13311 13124 13086 13065 12953 5376 7577 internal_count=13331 13311 13124 13086 13065 12953 5376 7577 cat_boundaries=0 3 7 8 10 14 cat_threshold=16384 2097152 2097152 0 16384 1073742080 163840 3094 201326593 32848 67108864 32848 2151694336 8704 is_linear=0 shrinkage=0.01 Tree=995 num_leaves=16 num_cat=4 split_feature=25 25 4 7 6 0 26 8 25 0 6 10 0 25 0 split_gain=79725.9 14440.1 32434.1 23331.6 16679.7 15838.9 13641.6 12478.1 12454.7 8969.44 10276.2 10633.3 9981.9 9008.71 1452.08 threshold=0 1 29.353500000000004 239.51250000000002 149.26580000000004 228.56250000000003 2022.5000000000002 255.10500000000002 2 176.53925000000004 218.62500000000003 233.43000000000004 220.33000000000001 3 284.98750000000007 decision_type=9 9 2 2 2 2 2 2 9 2 2 2 2 9 2 left_child=6 2 3 4 5 8 -1 9 -2 10 11 13 -11 -3 -14 right_child=1 7 -4 -5 -6 -7 -8 -9 -10 12 -12 -13 14 -15 -16 leaf_value=-0.16436457723312611 0.032584512866315106 -0.030048083166193191 0.34097205599149072 -0.30412662792205813 -0.21962410159732987 -0.20676674406636847 -0.38317923295600664 0.24860275870561602 0.14629580960505539 0.29466997010367257 0.16911789304869515 -0.23286424255371097 -0.02463556274123814 0.00047740372782812865 0.087733475073524136 leaf_weight=56 353 1046 36 20 23 22 58 20 134 21 35 20 23 11449 23 leaf_count=56 353 1046 36 20 23 22 58 20 134 21 35 20 23 11449 23 internal_value=0 0.00129203 0.0493094 0.0311812 0.0437868 0.0556894 -0.253458 -0.000979441 0.0675457 -0.00137585 -0.0019919 -0.00247043 0.11402 -0.00210166 0.031549 internal_weight=0 13225 588 552 532 509 114 12637 487 12617 12550 12515 67 12495 46 internal_count=13339 13225 588 552 532 509 114 12637 487 12617 12550 12515 67 12495 46 cat_boundaries=0 4 8 12 15 cat_threshold=16384 0 524544 32 0 16464 1130381312 8192 0 80 16793600 8192 201327104 2162688 2147614720 is_linear=0 shrinkage=0.01 Tree=996 num_leaves=12 num_cat=3 split_feature=25 3 3 10 25 24 2 10 26 26 26 split_gain=78140.1 16104.4 46784.9 26755.3 17357.4 116689 20146.8 14745.2 13370.1 6056.71 1997.5 threshold=0 365.72000000000008 255.10500000000002 282.93750000000006 1 2 255.10500000000002 206.27675000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 2 2 2 left_child=8 2 3 4 5 10 7 -6 -1 -7 -2 right_child=1 -3 -4 -5 6 9 -8 -9 -10 -11 -12 leaf_value=-0.16272093130275608 0.37222845471094523 -0.28226823723316197 0.45233073158108666 -0.34751805132085628 -0.0012862419653769937 -0.035917815820624435 0.26768024858885581 0.26391279148736169 -0.37934744184318897 -0.15256394896521625 0.28975139145417644 leaf_weight=56 63 20 23 22 12814 96 28 21 58 83 55 leaf_count=56 63 20 23 22 12814 96 28 21 58 83 55 internal_value=0 0.00128024 0.00171066 0.000924421 0.00150692 0.0758169 -0.00026759 -0.000852336 -0.250924 -0.085243 0.307709 internal_weight=0 13225 13205 13182 13160 297 12863 12835 114 179 118 internal_count=13339 13225 13205 13182 13160 297 12863 12835 114 179 118 cat_boundaries=0 4 8 9 cat_threshold=16384 0 524544 32 0 16400 1113587712 139264 2161 is_linear=0 shrinkage=0.01 Tree=997 num_leaves=12 num_cat=3 split_feature=25 3 3 10 25 24 2 10 26 26 26 split_gain=76585.1 15783.9 45853.9 26222.9 17012 114367 19745.9 14451.8 13104 5936.18 1957.75 threshold=0 365.72000000000008 255.10500000000002 282.93750000000006 1 2 255.10500000000002 206.27675000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 2 2 2 left_child=8 2 3 4 5 10 7 -6 -1 -7 -2 right_child=1 -3 -4 -5 6 9 -8 -9 -10 -11 -12 leaf_value=-0.16109372222496729 0.36850616046360563 -0.27944556093215944 0.44780742645911553 -0.34404287186535926 -0.0012733795567190819 -0.035558637903692819 0.26500344053442992 0.26127366681184089 -0.37555396571241573 -0.1510383104786546 0.28685386497324167 leaf_weight=56 63 20 23 22 12814 96 28 21 58 83 55 leaf_count=56 63 20 23 22 12814 96 28 21 58 83 55 internal_value=0 0.00126744 0.00169356 0.000915176 0.00149185 0.0750588 -0.000264914 -0.000843813 -0.248414 -0.0843905 0.304632 internal_weight=0 13225 13205 13182 13160 297 12863 12835 114 179 118 internal_count=13339 13225 13205 13182 13160 297 12863 12835 114 179 118 cat_boundaries=0 4 8 9 cat_threshold=16384 0 524544 32 0 16400 1113587712 139264 2161 is_linear=0 shrinkage=0.01 Tree=998 num_leaves=12 num_cat=3 split_feature=25 3 3 10 25 24 2 10 26 26 26 split_gain=75061 15469.8 44941.4 25701.1 16673.4 112091 19352.9 14164.2 12843.3 5818.05 1918.79 threshold=0 365.72000000000008 255.10500000000002 282.93750000000006 1 2 255.10500000000002 206.27675000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 2 2 2 left_child=8 2 3 4 5 10 7 -6 -1 -7 -2 right_child=1 -3 -4 -5 6 9 -8 -9 -10 -11 -12 leaf_value=-0.15948278543938485 0.36482109402853347 -0.2766511029005051 0.44332934312198474 -0.34060244278474289 -0.0012606458258450619 -0.035203052071544033 0.26235341437160969 0.25866093522026423 -0.37179842774210309 -0.14952792818108238 0.28398531694845719 leaf_weight=56 63 20 23 22 12814 96 28 21 58 83 55 leaf_count=56 63 20 23 22 12814 96 28 21 58 83 55 internal_value=0 0.00125476 0.00167662 0.000906025 0.00147694 0.0743082 -0.000262265 -0.000835375 -0.24593 -0.0835466 0.301585 internal_weight=0 13225 13205 13182 13160 297 12863 12835 114 179 118 internal_count=13339 13225 13205 13182 13160 297 12863 12835 114 179 118 cat_boundaries=0 4 8 9 cat_threshold=16384 0 524544 32 0 16400 1113587712 139264 2161 is_linear=0 shrinkage=0.01 Tree=999 num_leaves=11 num_cat=2 split_feature=25 3 3 10 25 2 5 10 26 0 split_gain=73567.3 15162 44047.1 25189.6 16341.6 18967.8 18275.4 13882.4 12587.7 6350.39 threshold=0 365.72000000000008 255.10500000000002 282.93750000000006 1 255.10500000000002 176.53925000000004 206.27675000000002 2022.5000000000002 176.53925000000004 decision_type=9 2 2 2 9 2 2 2 2 2 left_child=8 2 3 4 6 7 9 -6 -1 -2 right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 leaf_value=-0.15788795749257717 0.11168704595986535 -0.2738845876455307 0.43889604397442028 -0.33719641945578838 -0.0012480393738433689 0.25972988492676191 -0.20129616698080843 0.2560743200778961 -0.36808044073910551 -0.073359756454825398 leaf_weight=56 255 20 23 22 12814 28 22 21 58 20 leaf_count=56 255 20 23 22 12814 28 22 21 58 20 internal_value=0 0.00124221 0.00165986 0.000896964 0.00146217 -0.000259643 0.0735651 -0.000827021 -0.243471 0.0982291 internal_weight=0 13225 13205 13182 13160 12863 297 12835 114 275 internal_count=13339 13225 13205 13182 13160 12863 297 12835 114 275 cat_boundaries=0 4 8 cat_threshold=16384 0 524544 32 0 16400 1113587712 139264 is_linear=0 shrinkage=0.01 end of trees feature_importances: marca_id_encoded=2709 año=1624 precio_total_lag_5=1068 precio_total_lag_1=1009 mes=903 precio_total_lag_4=826 precio_total_lag_2=710 precio_total_lag_9=687 precio_total_lag_6=666 precio_total_lag_11=650 precio_total_lag_7=623 precio_total_lag_8=586 precio_total_lag_3=574 precio_total_lag_14=247 precio_total_lag_10=239 precio_total_lag_12=183 precio_total_lag_15=173 precio_total_lag_13=111 precio_total_lag_19=59 precio_total_lag_22=51 precio_total_lag_18=50 precio_total_lag_21=36 precio_total_lag_16=30 precio_total_lag_17=24 precio_total_lag_20=19 precio_total_lag_23=3 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], [2, 3, 5, 7, 9, 10, 12, 13, 14, 15, 16, 17, 19, 21, 22, 23, 24, 25, 26, 28, 29, 30, 31, 33, 35, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 49, 51, 52, 55, 57, 59, 60, 61, 62, 64, 66, 68, 69, 70, 71, 72, 74, 75, 78, 79, 80, 83, 84, 85, 86, 87, 89, 91, 93, 95, 96, 98, 99, 100, 101, 102, 103, 105, 107, 108, 109, 110, 112, 113, 114, 116, 118, 119, 121, 123, 124, 127, 128, 129, 133, 135, 136, 138, 140, 142, 144, 146, 150, 152, 153, 154, 155, 158, 160, 161, 164, 165, 167, 171, 172, 174, 175, 177, 208, 230, 247, 253, 268, 273, 277, 278], [2]]